diff --git a/contextualreps.ipynb b/contextualreps.ipynb index cfc8e30..c71a31c 100644 --- a/contextualreps.ipynb +++ b/contextualreps.ipynb @@ -14,7 +14,7 @@ "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { diff --git a/evaluation_methods.ipynb b/evaluation_methods.ipynb index d142922..4206e90 100644 --- a/evaluation_methods.ipynb +++ b/evaluation_methods.ipynb @@ -18,7 +18,7 @@ "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { @@ -943,7 +943,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.7.1" } }, "nbformat": 4, diff --git a/evaluation_metrics.ipynb b/evaluation_metrics.ipynb index b271d0c..6e3bd3a 100644 --- a/evaluation_metrics.ipynb +++ b/evaluation_metrics.ipynb @@ -18,7 +18,7 @@ "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { diff --git a/fig/dateparse-grammar-summary.pdf b/fig/dateparse-grammar-summary.pdf deleted file mode 100644 index 4a36217..0000000 Binary files a/fig/dateparse-grammar-summary.pdf and /dev/null differ diff --git a/fig/dateparse-grammar-summary.png b/fig/dateparse-grammar-summary.png deleted file mode 100644 index 7fe2e48..0000000 Binary files a/fig/dateparse-grammar-summary.png and /dev/null differ diff --git a/hw3_rel_ext.ipynb b/hw3_rel_ext.ipynb deleted file mode 100644 index b22df3d..0000000 --- a/hw3_rel_ext.ipynb +++ /dev/null @@ -1,596 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Homework 3: Relation extraction using distant supervision" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "__author__ = \"Bill MacCartney\"\n", - "__version__ = \"CS224U, Stanford, Spring 2019\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Contents\n", - "\n", - "1. [Overview](#Overview)\n", - "1. [Set-up](#Set-up)\n", - "1. [Baseline](#Baseline)\n", - "1. [Homework questions](#Homework-questions)\n", - " 1. [Different model factory [1 point]](#Different-model-factory-[1-point])\n", - " 1. [Directional unigram features [2 points]](#Directional-unigram-features-[2-points])\n", - " 1. [The part-of-speech tags of the \"middle\" words [2 points]](#The-part-of-speech-tags-of-the-\"middle\"-words-[2-points])\n", - " 1. [Your original system [4 points]](#Your-original-system-[4-points])\n", - "1. [Bake-off [1 point]](#Bake-off-[1-point])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Overview\n", - "\n", - "This homework and associated bake-off are devoted to the developing really effective relation extraction systems using distant supervision. \n", - "\n", - "As with the previous assignments, this notebook first establishes a baseline system. The initial homework questions ask you to create additional baselines and suggest areas for innovation, and the final homework question asks you to develop an original system for you to enter into the bake-off." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Set-up\n", - "\n", - "See [the first notebook in this unit](rel_ext_01_task.ipynb#Set-up) for set-up instructions." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import rel_ext\n", - "from sklearn.linear_model import LogisticRegression" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As usual, we unite our corpus and KB into a dataset, and create some splits for experimentation:" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "rel_ext_data_home = os.path.join('data', 'rel_ext_data')" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "corpus = rel_ext.Corpus(os.path.join(rel_ext_data_home, 'corpus.tsv.gz'))" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "kb = rel_ext.KB(os.path.join(rel_ext_data_home, 'kb.tsv.gz'))" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "dataset = rel_ext.Dataset(corpus, kb)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "You are not wedded to this set-up for splits. The bake-off will be conducted on a previously unseen test-set, so all of the data in `dataset` is fair game:" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "splits = dataset.build_splits(\n", - " split_names=['tiny', 'train', 'dev'],\n", - " split_fracs=[0.01, 0.79, 0.20],\n", - " seed=1)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'tiny': Corpus with 3,474 examples; KB with 445 triples,\n", - " 'train': Corpus with 263,285 examples; KB with 36,191 triples,\n", - " 'dev': Corpus with 64,937 examples; KB with 9,248 triples,\n", - " 'all': Corpus with 331,696 examples; KB with 45,884 triples}" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "splits" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Baseline" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "def simple_bag_of_words_featurizer(kbt, corpus, feature_counter):\n", - " for ex in corpus.get_examples_for_entities(kbt.sbj, kbt.obj):\n", - " for word in ex.middle.split(' '):\n", - " feature_counter[word] += 1\n", - " for ex in corpus.get_examples_for_entities(kbt.obj, kbt.sbj):\n", - " for word in ex.middle.split(' '):\n", - " feature_counter[word] += 1\n", - " return feature_counter" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "featurizers = [simple_bag_of_words_featurizer]" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "model_factory = lambda: LogisticRegression(fit_intercept=True, solver='liblinear')" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "relation precision recall f-score support size\n", - "------------------ --------- --------- --------- --------- ---------\n", - "adjoins 0.853 0.391 0.690 340 5716\n", - "author 0.790 0.532 0.720 509 5885\n", - "capital 0.562 0.189 0.404 95 5471\n", - "contains 0.793 0.596 0.744 3904 9280\n", - "film_performance 0.781 0.563 0.725 766 6142\n", - "founders 0.779 0.400 0.655 380 5756\n", - "genre 0.686 0.141 0.387 170 5546\n", - "has_sibling 0.878 0.230 0.562 499 5875\n", - "has_spouse 0.853 0.323 0.643 594 5970\n", - "is_a 0.689 0.249 0.509 497 5873\n", - "nationality 0.571 0.186 0.404 301 5677\n", - "parents 0.871 0.542 0.777 312 5688\n", - "place_of_birth 0.686 0.206 0.468 233 5609\n", - "place_of_death 0.459 0.107 0.277 159 5535\n", - "profession 0.570 0.215 0.428 247 5623\n", - "worked_at 0.693 0.252 0.513 242 5618\n", - "------------------ --------- --------- --------- --------- ---------\n", - "macro-average 0.720 0.320 0.557 9248 95264\n" - ] - } - ], - "source": [ - "baseline_results = rel_ext.experiment(\n", - " splits,\n", - " train_split='train',\n", - " test_split='dev',\n", - " featurizers=featurizers,\n", - " model_factory=model_factory,\n", - " verbose=True)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Studying model weights might yield insights:" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Highest and lowest feature weights for relation adjoins:\n", - "\n", - " 2.552 Córdoba\n", - " 2.465 Taluks\n", - " 2.426 Valais\n", - " ..... .....\n", - " -1.175 based\n", - " -1.287 other\n", - " -1.431 America\n", - "\n", - "Highest and lowest feature weights for relation author:\n", - "\n", - " 2.791 author\n", - " 2.397 wrote\n", - " 2.270 by\n", - " ..... .....\n", - " -1.978 or\n", - " -2.115 directed\n", - " -7.687 dystopian\n", - "\n", - "Highest and lowest feature weights for relation capital:\n", - "\n", - " 3.250 capital\n", - " 1.713 city\n", - " 1.552 posted\n", - " ..... .....\n", - " -1.343 and\n", - " -2.718 Province\n", - " -2.725 Isfahan\n", - "\n", - "Highest and lowest feature weights for relation contains:\n", - "\n", - " 2.547 southwestern\n", - " 2.040 borders\n", - " 2.007 affiliated\n", - " ..... .....\n", - " -2.419 2002\n", - " -2.778 Isfahan\n", - " -2.875 band\n", - "\n", - "Highest and lowest feature weights for relation film_performance:\n", - "\n", - " 4.198 starring\n", - " 3.842 co-starring\n", - " 3.283 movie\n", - " ..... .....\n", - " -2.220 Anjaani\n", - " -2.220 Anjaana\n", - " -3.996 double\n", - "\n", - "Highest and lowest feature weights for relation founders:\n", - "\n", - " 3.874 founded\n", - " 3.645 founder\n", - " 3.203 co-founder\n", - " ..... .....\n", - " -1.411 series\n", - " -1.477 state\n", - " -1.892 band\n", - "\n", - "Highest and lowest feature weights for relation genre:\n", - "\n", - " 2.804 series\n", - " 2.574 album\n", - " 2.405 movie\n", - " ..... .....\n", - " -1.482 ;\n", - " -1.766 at\n", - " -2.142 follows\n", - "\n", - "Highest and lowest feature weights for relation has_sibling:\n", - "\n", - " 5.312 brother\n", - " 4.030 sister\n", - " 3.043 nephew\n", - " ..... .....\n", - " -1.285 engineer\n", - " -1.290 from\n", - " -1.357 Jacob\n", - "\n", - "Highest and lowest feature weights for relation has_spouse:\n", - "\n", - " 5.395 wife\n", - " 4.599 husband\n", - " 4.389 widow\n", - " ..... .....\n", - " -1.350 on\n", - " -1.625 engineer\n", - " -1.646 Terri\n", - "\n", - "Highest and lowest feature weights for relation is_a:\n", - "\n", - " 2.940 family\n", - " 2.882 genus\n", - " 2.585 \n", - " ..... .....\n", - " -1.647 kamut\n", - " -1.679 on\n", - " -2.949 hibiscus\n", - "\n", - "Highest and lowest feature weights for relation nationality:\n", - "\n", - " 2.661 born\n", - " 1.974 president\n", - " 1.966 caliph\n", - " ..... .....\n", - " -1.344 state\n", - " -1.395 and\n", - " -1.677 American\n", - "\n", - "Highest and lowest feature weights for relation parents:\n", - "\n", - " 5.282 son\n", - " 4.750 daughter\n", - " 4.418 father\n", - " ..... .....\n", - " -1.737 Jacob\n", - " -1.980 Jahangir\n", - " -2.552 Kelly\n", - "\n", - "Highest and lowest feature weights for relation place_of_birth:\n", - "\n", - " 3.729 born\n", - " 3.125 birthplace\n", - " 2.820 mayor\n", - " ..... .....\n", - " -1.390 or\n", - " -1.523 and\n", - " -2.121 Oldham\n", - "\n", - "Highest and lowest feature weights for relation place_of_death:\n", - "\n", - " 2.826 died\n", - " 1.934 under\n", - " 1.870 where\n", - " ..... .....\n", - " -1.294 that\n", - " -1.301 and\n", - " -1.444 Siege\n", - "\n", - "Highest and lowest feature weights for relation profession:\n", - "\n", - " 3.103 \n", - " 2.394 American\n", - " 2.391 philosopher\n", - " ..... .....\n", - " -1.417 York\n", - " -1.713 elder\n", - " -2.205 on\n", - "\n", - "Highest and lowest feature weights for relation worked_at:\n", - "\n", - " 3.318 professor\n", - " 3.124 president\n", - " 2.824 CEO\n", - " ..... .....\n", - " -1.201 then-associate\n", - " -1.254 NASA\n", - " -1.650 or\n", - "\n" - ] - } - ], - "source": [ - "rel_ext.examine_model_weights(baseline_results)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Homework questions\n", - "\n", - "Please embed your homework responses in this notebook, and do not delete any cells from the notebook. (You are free to add as many cells as you like as part of your responses.)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Different model factory [1 point]\n", - "\n", - "The code in `rel_ext` makes it very easy to experiment with other classifier models: one need only redefine the `model_factory` argument. This question asks you to assess a [Support Vector Classifier](https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html).\n", - "\n", - "__To submit:__ A call to `rel_ext.experiment` training on the 'train' part of `splits` and assessing on its `dev` part, with `featurizers` as defined above in this notebook and the `model_factory` set to one based in an `SVC` with `kernel='linear'` and all other arguments left with default values." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Directional unigram features [2 points]\n", - "\n", - "The current bag-of-words representation makes no distinction between \"forward\" and \"reverse\" examples. But, intuitively, there is big difference between _X and his son Y_ and _Y and his son X_. This question asks you to modify `simple_bag_of_words_featurizer` to capture these differences. \n", - "\n", - "__To submit:__\n", - "\n", - "1. A feature function `directional_bag_of_words_featurizer` that is just like `simple_bag_of_words_featurizer` except that it distinguishes \"forward\" and \"reverse\". To do this, you just need to mark each word feature for whether it is derived from a subject–object example or from an object–subject example. The precise nature of the mark you add for the two cases doesn't make a difference to the model.\n", - "\n", - "2. The macro-average F-score on the `dev` set that you obtain from running `rel_ext.experiment` with `directional_bag_of_words_featurizer` as the only featurizer. (Aside from this, use all the default values for `experiment` as exemplified above in this notebook.)\n", - "\n", - "3. `rel_ext.experiment` returns some of the core objects used in the experiment. How many feature names does the `vectorizer` have for the experiment run in the previous step? (Note: we're partly asking you to figure out how to get this value by using the sklearn documentation, so please don't ask how to do it on Piazza!)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### The part-of-speech tags of the \"middle\" words [2 points]\n", - "\n", - "Our corpus distribution contains part-of-speech (POS) tagged versions of the core text spans. Let's begin to explore whether there is information in these sequences, focusing on `middle_POS`.\n", - "\n", - "__To submit:__\n", - "\n", - "1. A feature function `middle_bigram_pos_tag_featurizer` that is just like `simple_bag_of_words_featurizer` except that it creates a feature for bigram POS sequences. For example, given \n", - "\n", - " `The/DT dog/N napped/V`\n", - " \n", - " we obtain the list of bigram POS sequences\n", - " \n", - " `b = [' DT', 'DT N', 'N V', 'V ']`. \n", - " \n", - " Of course, `middle_bigram_pos_tag_featurizer` should return count dictionaries defined in terms of such bigram POS lists, on the model of `simple_bag_of_words_featurizer`.\n", - " \n", - " Don't forget the start and end tags, to model those environments properly!\n", - "\n", - "2. The macro-average F-score on the `dev` set that you obtain from running `rel_ext.experiment` with `middle_bigram_pos_tag_featurizer` as the only featurizer. (Aside from this, use all the default values for `experiment` as exemplified above in this notebook.)\n", - "\n", - "Note: To parse `middle_POS`, one splits on whitespace to get the `word/TAG` pairs. Each of these pairs `s` can be parsed with `s.rsplit('/', 1)`." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Your original system [4 points]\n", - "\n", - "There are many options, and this could easily grow into a project. Here are a few ideas:\n", - "\n", - "- Try out different classifier models, from `sklearn` and elsewhere.\n", - "- Add a feature that indicates the length of the middle.\n", - "- Augment the bag-of-words representation to include bigrams or trigrams (not just unigrams).\n", - "- Introduce features based on the entity mentions themselves. \n", - "- Experiment with features based on the context outside (rather than between) the two entity mentions — that is, the words before the first mention, or after the second.\n", - "- Try adding features which capture syntactic information, such as the dependency-path features used by Mintz et al. 2009. The [NLTK](https://www.nltk.org/) toolkit contains a variety of [parsing algorithms](http://www.nltk.org/api/nltk.parse.html) that may help.\n", - "- The bag-of-words representation does not permit generalization across word categories such as names of people, places, or companies. Can we do better using word embeddings such as [GloVe](https://nlp.stanford.edu/projects/glove/)?\n", - "- Consider adding features based on WordNet synsets. Here's a little code to get you started with that:\n", - " ```\n", - " from nltk.corpus import wordnet as wn\n", - " dog_compatible_synsets = wn.synsets('dog', pos='n')\n", - " ```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Bake-off [1 point]\n", - "\n", - "For the bake-off, we will release a test set right after class on April 29. The announcement will go out on Piazza. You will evaluate your custom model from the previous question on these new datasets using the function `rel_ext.bake_off_experiment`. Rules:\n", - "\n", - "1. Only one evaluation is permitted.\n", - "1. No additional system tuning is permitted once the bake-off has started.\n", - "\n", - "To enter the bake-off, upload this notebook on Canvas:\n", - "\n", - "https://canvas.stanford.edu/courses/99711/assignments/187248\n", - "\n", - "The cells below this one constitute your bake-off entry.\n", - "\n", - "People who enter will receive the additional homework point, and people whose systems achieve the top score will receive an additional 0.5 points. We will test the top-performing systems ourselves, and only systems for which we can reproduce the reported results will win the extra 0.5 points.\n", - "\n", - "The bake-off will close at 4:30 pm on May 1. Late entries will be accepted, but they cannot earn the extra 0.5 points. Similarly, you cannot win the bake-off unless your homework is submitted on time." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "# Enter your bake-off assessment code in this cell. \n", - "# Please do not remove this comment.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "# On an otherwise blank line in this cell, please enter\n", - "# your macro-average f-score (an F_0.5 score) as reported \n", - "# by the code above. Please enter only a number between \n", - "# 0 and 1 inclusive. Please do not remove this comment.\n" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.1" - }, - "widgets": { - "state": {}, - "version": "1.1.2" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/hw_rel_ext.ipynb b/hw_rel_ext.ipynb new file mode 100644 index 0000000..9432168 --- /dev/null +++ b/hw_rel_ext.ipynb @@ -0,0 +1,600 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Homework and bake-off: Relation extraction using distant supervision" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "__author__ = \"Bill MacCartney and Christopher Potts\"\n", + "__version__ = \"CS224u, Stanford, Spring 2020\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Contents\n", + "\n", + "1. [Overview](#Overview)\n", + "1. [Set-up](#Set-up)\n", + "1. [Baseline](#Baseline)\n", + "1. [Homework questions](#Homework-questions)\n", + " 1. [Different model factory [1 points]](#Different-model-factory-[1-points])\n", + " 1. [Directional unigram features [1.5 points]](#Directional-unigram-features-[1.5-points])\n", + " 1. [The part-of-speech tags of the \"middle\" words [1.5 points]](#The-part-of-speech-tags-of-the-\"middle\"-words-[1.5-points])\n", + " 1. [Bag of Synsets [2 points]](#Bag-of-Synsets-[2-points])\n", + " 1. [Your original system [3 points]](#Your-original-system-[3-points])\n", + "1. [Bake-off [1 point]](#Bake-off-[1-point])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Overview\n", + "\n", + "This homework and associated bake-off are devoted to the developing really effective relation extraction systems using distant supervision. \n", + "\n", + "As with the previous assignments, this notebook first establishes a baseline system. The initial homework questions ask you to create additional baselines and suggest areas for innovation, and the final homework question asks you to develop an original system for you to enter into the bake-off." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Set-up\n", + "\n", + "See [the first notebook in this unit](rel_ext_01_task.ipynb#Set-up) for set-up instructions." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import rel_ext\n", + "from sklearn.linear_model import LogisticRegression" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As usual, we unite our corpus and KB into a dataset, and create some splits for experimentation:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "rel_ext_data_home = os.path.join('data', 'rel_ext_data')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "corpus = rel_ext.Corpus(os.path.join(rel_ext_data_home, 'corpus.tsv.gz'))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "kb = rel_ext.KB(os.path.join(rel_ext_data_home, 'kb.tsv.gz'))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "dataset = rel_ext.Dataset(corpus, kb)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You are not wedded to this set-up for splits. The bake-off will be conducted on a previously unseen test-set, so all of the data in `dataset` is fair game:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "splits = dataset.build_splits(\n", + " split_names=['tiny', 'train', 'dev'],\n", + " split_fracs=[0.01, 0.79, 0.20],\n", + " seed=1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "splits" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Baseline" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def simple_bag_of_words_featurizer(kbt, corpus, feature_counter):\n", + " for ex in corpus.get_examples_for_entities(kbt.sbj, kbt.obj):\n", + " for word in ex.middle.split(' '):\n", + " feature_counter[word] += 1\n", + " for ex in corpus.get_examples_for_entities(kbt.obj, kbt.sbj):\n", + " for word in ex.middle.split(' '):\n", + " feature_counter[word] += 1\n", + " return feature_counter" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "featurizers = [simple_bag_of_words_featurizer]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "model_factory = lambda: LogisticRegression(fit_intercept=True, solver='liblinear')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "baseline_results = rel_ext.experiment(\n", + " splits,\n", + " train_split='train',\n", + " test_split='dev',\n", + " featurizers=featurizers,\n", + " model_factory=model_factory,\n", + " verbose=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Studying model weights might yield insights:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "rel_ext.examine_model_weights(baseline_results)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Homework questions\n", + "\n", + "Please embed your homework responses in this notebook, and do not delete any cells from the notebook. (You are free to add as many cells as you like as part of your responses.)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Different model factory [1 points]\n", + "\n", + "The code in `rel_ext` makes it very easy to experiment with other classifier models: one need only redefine the `model_factory` argument. This question asks you to assess a [Support Vector Classifier](https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html).\n", + "\n", + "__To submit:__ A call to `rel_ext.experiment` training on the 'train' part of `splits` and assessing on its `dev` part, with `featurizers` as defined above in this notebook and the `model_factory` set to one based in an `SVC` with `kernel='linear'` and all other arguments left with default values." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "##### YOUR CODE HERE\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Directional unigram features [1.5 points]\n", + "\n", + "The current bag-of-words representation makes no distinction between \"forward\" and \"reverse\" examples. But, intuitively, there is big difference between _X and his son Y_ and _Y and his son X_. This question asks you to modify `simple_bag_of_words_featurizer` to capture these differences. \n", + "\n", + "__To submit:__\n", + "\n", + "1. A feature function `directional_bag_of_words_featurizer` that is just like `simple_bag_of_words_featurizer` except that it distinguishes \"forward\" and \"reverse\". To do this, you just need to mark each word feature for whether it is derived from a subject–object example or from an object–subject example. The included function `test_directional_bag_of_words_featurizer` should help verify that you've done this correctly.\n", + "\n", + "2. A call to `rel_ext.experiment` with `directional_bag_of_words_featurizer` as the only featurizer. (Aside from this, use all the default values for `rel_ext.experiment` as exemplified above in this notebook.)\n", + "\n", + "3. `rel_ext.experiment` returns some of the core objects used in the experiment. How many feature names does the `vectorizer` have for the experiment run in the previous step? Include the code needed for getting this value. (Note: we're partly asking you to figure out how to get this value by using the sklearn documentation, so please don't ask how to do it!)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def directional_bag_of_words_featurizer(kbt, corpus, feature_counter): \n", + " # Append these to the end of the keys you add/access in \n", + " # `feature_counter` to distinguish the two orders. You'll\n", + " # need to use exactly these strings in order to pass \n", + " # `test_directional_bag_of_words_featurizer`.\n", + " subject_object_suffix = \"_SO\"\n", + " object_subject_suffix = \"_OS\"\n", + " ##### YOUR CODE HERE\n", + "\n", + "\n", + " return feature_counter\n", + "\n", + "\n", + "# Call to `rel_ext.experiment`:\n", + "##### YOUR CODE HERE \n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def test_directional_bag_of_words_featurizer(corpus):\n", + " from collections import defaultdict\n", + " kbt = rel_ext.KBTriple(rel='worked_at', sbj='Randall_Munroe', obj='xkcd')\n", + " feature_counter = defaultdict(int)\n", + " # Make sure `feature_counter` is being updated, not reinitialized:\n", + " feature_counter['is_OS'] += 5\n", + " feature_counter = directional_bag_of_words_featurizer(kbt, corpus, feature_counter)\n", + " expected = defaultdict(\n", + " int, {'is_OS':6,'a_OS':1,'webcomic_OS':1,'created_OS':1,'by_OS':1})\n", + " assert feature_counter == expected, \\\n", + " \"Expected:\\n{}\\nGot:\\n{}\".format(expected, feature_counter)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### The part-of-speech tags of the \"middle\" words [1.5 points]\n", + "\n", + "Our corpus distribution contains part-of-speech (POS) tagged versions of the core text spans. Let's begin to explore whether there is information in these sequences, focusing on `middle_POS`.\n", + "\n", + "__To submit:__\n", + "\n", + "1. A feature function `middle_bigram_pos_tag_featurizer` that is just like `simple_bag_of_words_featurizer` except that it creates a feature for bigram POS sequences. For example, given \n", + "\n", + " `The/DT dog/N napped/V`\n", + " \n", + " we obtain the list of bigram POS sequences\n", + " \n", + " `b = [' DT', 'DT N', 'N V', 'V ']`. \n", + " \n", + " Of course, `middle_bigram_pos_tag_featurizer` should return count dictionaries defined in terms of such bigram POS lists, on the model of `simple_bag_of_words_featurizer`. Don't forget the start and end tags, to model those environments properly! The included function `test_middle_bigram_pos_tag_featurizer` should help verify that you've done this correctly.\n", + "\n", + "2. A call to `rel_ext.experiment` with `middle_bigram_pos_tag_featurizer` as the only featurizer. (Aside from this, use all the default values for `rel_ext.experiment` as exemplified above in this notebook.)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def middle_bigram_pos_tag_featurizer(kbt, corpus, feature_counter):\n", + " ##### YOUR CODE HERE\n", + "\n", + "\n", + " return feature_counter\n", + "\n", + "\n", + "def get_tag_bigrams(s):\n", + " \"\"\"Suggested helper method for `middle_bigram_pos_tag_featurizer`.\n", + " This should be defined so that it returns a list of str, where each \n", + " element is a POS bigram.\"\"\"\n", + " # The values of `start_symbol` and `end_symbol` are defined\n", + " # here so that you can use `test_middle_bigram_pos_tag_featurizer`.\n", + " start_symbol = \"\"\n", + " end_symbol = \"\"\n", + " ##### YOUR CODE HERE\n", + "\n", + "\n", + "\n", + " \n", + "def get_tags(s): \n", + " \"\"\"Given a sequence of word/POS elements (lemmas), this function\n", + " returns a list containing just the POS elements, in order. \n", + " \"\"\"\n", + " return [parse_lem(lem)[1] for lem in s.strip().split(' ') if lem]\n", + "\n", + "\n", + "def parse_lem(lem):\n", + " \"\"\"Helper method for parsing word/POS elements. It just splits\n", + " on the rightmost / and returns (word, POS) as a tuple of str.\"\"\"\n", + " return lem.strip().rsplit('/', 1) \n", + "\n", + "# Call to `rel_ext.experiment`:\n", + "##### YOUR CODE HERE\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def test_middle_bigram_pos_tag_featurizer(corpus):\n", + " from collections import defaultdict\n", + " kbt = rel_ext.KBTriple(rel='worked_at', sbj='Randall_Munroe', obj='xkcd')\n", + " feature_counter = defaultdict(int)\n", + " # Make sure `feature_counter` is being updated, not reinitialized:\n", + " feature_counter[' VBZ'] += 5\n", + " feature_counter = middle_bigram_pos_tag_featurizer(kbt, corpus, feature_counter)\n", + " expected = defaultdict(\n", + " int, {' VBZ':6,'VBZ DT':1,'DT JJ':1,'JJ VBN':1,'VBN IN':1,'IN ':1})\n", + " assert feature_counter == expected, \\\n", + " \"Expected:\\n{}\\nGot:\\n{}\".format(expected, feature_counter)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Bag of Synsets [2 points]\n", + "\n", + "The following allows you to use NLTK's WordNet API to get the synsets compatible with _dog_ as used as a noun:\n", + "\n", + "```\n", + "from nltk.corpus import wordnet as wn\n", + "dog = wn.synsets('dog', pos='n')\n", + "dog\n", + "[Synset('dog.n.01'),\n", + " Synset('frump.n.01'),\n", + " Synset('dog.n.03'),\n", + " Synset('cad.n.01'),\n", + " Synset('frank.n.02'),\n", + " Synset('pawl.n.01'),\n", + " Synset('andiron.n.01')]\n", + "```\n", + "\n", + "This question asks you to create synset-based features from the word/tag pairs in `middle_POS`.\n", + "\n", + "__To submit:__\n", + "\n", + "1. A feature function `synset_featurizer` that is just like `simple_bag_of_words_featurizer` except that it returns a list of synsets derived from `middle_POS`. Stringify these objects with `str` so that they can be `dict` keys. Use `convert_tag` (included below) to convert tags to `pos` arguments usable by `wn.synsets`. The included function `test_synset_featurizer` should help verify that you've done this correctly.\n", + "\n", + "2. A call to `rel_ext.experiment` with `synset_featurizer` as the only featurizer. (Aside from this, use all the default values for `rel_ext.experiment`.)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from nltk.corpus import wordnet as wn\n", + "\n", + "def synset_featurizer(kbt, corpus, feature_counter):\n", + " ##### YOUR CODE HERE\n", + "\n", + "\n", + " return feature_counter\n", + "\n", + "\n", + "def get_synsets(s):\n", + " \"\"\"Suggested helper method for `synset_featurizer`. This should\n", + " be completed so that it returns a list of stringified Synsets \n", + " associated with elements of `s`.\n", + " \"\"\" \n", + " # Use `parse_lem` from the previous question to get a list of\n", + " # (word, POS) pairs. Remember to convert the POS strings.\n", + " wt = [parse_lem(lem) for lem in s.strip().split(' ') if lem]\n", + " ##### YOUR CODE HERE\n", + "\n", + "\n", + " \n", + " \n", + "def convert_tag(t):\n", + " \"\"\"Converts tags so that they can be used by WordNet:\n", + " \n", + " | Tag begins with | WordNet tag |\n", + " |-----------------|-------------|\n", + " | `N` | `n` |\n", + " | `V` | `v` |\n", + " | `J` | `a` |\n", + " | `R` | `r` |\n", + " | Otherwise | `None` |\n", + " \"\"\" \n", + " if t[0].lower() in {'n', 'v', 'r'}:\n", + " return t[0].lower()\n", + " elif t[0].lower() == 'J':\n", + " return 'a'\n", + " else:\n", + " return None \n", + "\n", + "\n", + "# Call to `rel_ext.experiment`:\n", + "##### YOUR CODE HERE \n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def test_synset_featurizer(corpus):\n", + " from collections import defaultdict\n", + " kbt = rel_ext.KBTriple(rel='worked_at', sbj='Randall_Munroe', obj='xkcd')\n", + " feature_counter = defaultdict(int)\n", + " # Make sure `feature_counter` is being updated, not reinitialized:\n", + " feature_counter[\"Synset('be.v.01')\"] += 5\n", + " feature_counter = synset_featurizer(kbt, corpus, feature_counter)\n", + " # The full return values for this tend to be long, so we just\n", + " # test a few examples to avoid cluttering up this notebook.\n", + " test_cases = {\n", + " \"Synset('be.v.01')\": 6,\n", + " \"Synset('embody.v.02')\": 1\n", + " }\n", + " for ss, expected in test_cases.items(): \n", + " result = feature_counter[ss]\n", + " assert result == expected, \\\n", + " \"Incorrect count for {}: Expected {}; Got {}\".format(ss, expected, result)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Your original system [3 points]\n", + "\n", + "There are many options, and this could easily grow into a project. Here are a few ideas:\n", + "\n", + "- Try out different classifier models, from `sklearn` and elsewhere.\n", + "- Add a feature that indicates the length of the middle.\n", + "- Augment the bag-of-words representation to include bigrams or trigrams (not just unigrams).\n", + "- Introduce features based on the entity mentions themselves. \n", + "- Experiment with features based on the context outside (rather than between) the two entity mentions — that is, the words before the first mention, or after the second.\n", + "- Try adding features which capture syntactic information, such as the dependency-path features used by Mintz et al. 2009. The [NLTK](https://www.nltk.org/) toolkit contains a variety of [parsing algorithms](http://www.nltk.org/api/nltk.parse.html) that may help.\n", + "- The bag-of-words representation does not permit generalization across word categories such as names of people, places, or companies. Can we do better using word embeddings such as [GloVe](https://nlp.stanford.edu/projects/glove/)?\n", + "\n", + "In the cell below, please provide a brief technical description of your original system, so that the teaching team can gain an understanding of what it does. This will help us to understand your code and analyze all the submissions to identify patterns and strategies." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Enter your system description in this cell.\n", + "# Please do not remove this comment.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Bake-off [1 point]\n", + "\n", + "For the bake-off, we will release a test set. The announcement will go out on the discussion forum. You will evaluate your custom model from the previous question on these new datasets using the function `rel_ext.bake_off_experiment`. Rules:\n", + "\n", + "1. Only one evaluation is permitted.\n", + "1. No additional system tuning is permitted once the bake-off has started.\n", + "\n", + "The cells below this one constitute your bake-off entry.\n", + "\n", + "People who enter will receive the additional homework point, and people whose systems achieve the top score will receive an additional 0.5 points. We will test the top-performing systems ourselves, and only systems for which we can reproduce the reported results will win the extra 0.5 points.\n", + "\n", + "Late entries will be accepted, but they cannot earn the extra 0.5 points. Similarly, you cannot win the bake-off unless your homework is submitted on time.\n", + "\n", + "The announcement will include the details on where to submit your entry." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Enter your bake-off assessment code in this cell. \n", + "# Please do not remove this comment.\n", + "##### YOUR CODE HERE\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# On an otherwise blank line in this cell, please enter\n", + "# your macro-average f-score (an F_0.5 score) as reported \n", + "# by the code above. Please enter only a number between \n", + "# 0 and 1 inclusive. Please do not remove this comment.\n", + "\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.1" + }, + "widgets": { + "state": {}, + "version": "1.1.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/hw2_sst.ipynb b/hw_sst.ipynb similarity index 81% rename from hw2_sst.ipynb rename to hw_sst.ipynb index 58e51fc..25cbb8f 100644 --- a/hw2_sst.ipynb +++ b/hw_sst.ipynb @@ -4,17 +4,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Homework 2: Stanford Sentiment Treebank" + "# Homework: Stanford Sentiment Treebank" ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { @@ -30,9 +30,10 @@ "1. [RNNClassifier wrapper](#RNNClassifier-wrapper)\n", "1. [Error analysis](#Error-analysis)\n", "1. [Homework questions](#Homework-questions)\n", + " 1. [Reproducing Socher et al.'s NaiveBayes baselines [2 points]](#Reproducing-Socher-et-al.'s-NaiveBayes-baselines-[2-points])\n", " 1. [Sentiment words alone [2 points]](#Sentiment-words-alone-[2-points])\n", - " 1. [A more powerful vector-summing baseline [3 points]](#A-more-powerful-vector-summing-baseline-[3-points])\n", - " 1. [Your original system [4 points]](#Your-original-system-[4-points])\n", + " 1. [A more powerful vector-summing baseline [2 points]](#A-more-powerful-vector-summing-baseline-[2-points])\n", + " 1. [Your original system [3 points]](#Your-original-system-[3-points])\n", "1. [Bake-off [1 point]](#Bake-off-[1-point])" ] }, @@ -86,11 +87,12 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from collections import Counter\n", + "from nltk.tree import Tree\n", "import numpy as np\n", "import os\n", "import pandas as pd\n", @@ -105,7 +107,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -123,7 +125,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -154,7 +156,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -176,26 +178,9 @@ }, { "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " precision recall f1-score support\n", - "\n", - " negative 0.628 0.689 0.657 428\n", - " neutral 0.343 0.153 0.211 229\n", - " positive 0.629 0.750 0.684 444\n", - "\n", - " micro avg 0.602 0.602 0.602 1101\n", - " macro avg 0.533 0.531 0.518 1101\n", - "weighted avg 0.569 0.602 0.575 1101\n", - "\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "softmax_experiment = sst.experiment(\n", " SST_HOME,\n", @@ -231,7 +216,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -248,7 +233,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -271,33 +256,9 @@ }, { "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Finished epoch 50 of 50; error is 2.3075825870037083" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " precision recall f1-score support\n", - "\n", - " negative 0.581 0.734 0.649 428\n", - " neutral 0.310 0.192 0.237 229\n", - " positive 0.656 0.619 0.637 444\n", - "\n", - " micro avg 0.575 0.575 0.575 1101\n", - " macro avg 0.516 0.515 0.508 1101\n", - "weighted avg 0.555 0.575 0.559 1101\n", - "\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "rnn_experiment = sst.experiment(\n", " SST_HOME,\n", @@ -332,7 +293,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -361,7 +322,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -370,7 +331,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -386,7 +347,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -405,7 +366,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -423,46 +384,18 @@ }, { "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "77" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "error_group.shape[0]" ] }, { "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "======================================================================\n", - "An operatic , sprawling picture that 's entertainingly acted , magnificently shot and gripping enough to sustain most of its 170-minute length .\n", - "======================================================================\n", - "It all adds up to good fun .\n", - "======================================================================\n", - "A fitfully amusing romp that , if nothing else , will appeal to fans of Malcolm in the Middle and its pubescent star , Frankie Muniz .\n", - "======================================================================\n", - "Trademark American triteness and simplicity are tossed out the window with the intelligent French drama that deftly explores the difficult relationship between a father and son .\n", - "======================================================================\n", - "The film 's welcome breeziness and some unbelievably hilarious moments -- most portraying the idiocy of the film industry -- make it mostly worth the trip .\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "for ex in error_group['raw_examples'].sample(5):\n", " print(\"=\"*70)\n", @@ -478,6 +411,54 @@ "Please embed your homework responses in this notebook, and do not delete any cells from the notebook. (You are free to add as many cells as you like as part of your responses.)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Reproducing Socher et al.'s NaiveBayes baselines [2 points]\n", + "\n", + "[Socher et al.](https://www.aclweb.org/anthology/D13-1170/) compare against (among other models) a NaiveBayes baseline with bigram features. See how close you can come to reproducing the performance of that model on the binary, root-only problem (values in the rightmost column of their Table 1, rows 1 and 3).\n", + "\n", + "Specific tasks:\n", + "\n", + "1. Write a bigrams feature function called `bigrams_phi` on the model of `unigrams_phi`. The included function `test_bigrams_phi` should help verify that you've done this correctly.\n", + "1. Write a function `fit_nb_classifier` that serves as a wrapper for `sklearn.naive_bayes.MultinomialNB`, which you can use with all its default arguments or change them as you see fit.\n", + "1. Use `sst.experiment` to run the experiments, assessing against `sst.dev_reader`.\n", + "\n", + "Submit all the code you write for this, including any new import statements, and make sure your notebook embeds the output from running the code in step 3.\n", + "\n", + "__A note on performance__: in our experience, the bigrams Naive Bayes model gets around 0.75. It's fine to submit answers with comparable numbers; the Socher et al. baselines are very strong. We're not evaluating how good your model is; we want to see your code, and we're interested to see what the range of F1 scores is across the whole class." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "##### YOUR CODE HERE\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def test_bigrams_phi(func):\n", + " \"\"\"`func` should be `bigrams_phi`.\"\"\"\n", + " tree = Tree.fromstring(\"\"\"(4 (2 NLU) (4 (2 is) (4 amazing)))\"\"\")\n", + " result = bigrams_phi(tree)\n", + " expected = {('', 'NLU'): 1, \n", + " ('NLU', 'is'): 1, \n", + " ('is', 'amazing'): 1, \n", + " ('amazing', ''): 1}\n", + " assert result == expected, \\\n", + " \"Expected {}\\nGot {}\".format(expected, result)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -497,7 +478,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -506,6 +487,9 @@ "# Use set for fast membership checking:\n", "positive = set(opinion_lexicon.positive())\n", "negative = set(opinion_lexicon.negative())\n", + "\n", + "##### YOUR CODE HERE\n", + "\n", "\n" ] }, @@ -513,7 +497,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### A more powerful vector-summing baseline [3 points]\n", + "### A more powerful vector-summing baseline [2 points]\n", "\n", "In [Distributed representations as features](sst_03_neural_networks.ipynb#Distributed-representations-as-features), we looked at a baseline for the ternary SST problem in which each example is modeled as the sum of its 50-dimensional GloVe representations. A `LogisticRegression` model was used for prediction. A neural network might do better with these representations, since there might be complex relationships between the input feature dimensions that a linear classifier can't learn. \n", "\n", @@ -538,13 +522,17 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "##### YOUR CODE HERE\n", + "\n", + "\n" + ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Your original system [4 points]\n", + "### Your original system [3 points]\n", "\n", "Your task is to develop an original model for the SST ternary problem, using only the root-level labels (again, __you cannot make any use of the subtree labels__). There are many options. If you spend more than a few hours on this homework problem, you should consider letting it grow into your final project! Here are some relatively manageable ideas that you might try:\n", "\n", @@ -562,7 +550,18 @@ "\n", "We want to emphasize that this needs to be an __original__ system. It doesn't suffice to download code from the Web, retrain, and submit. You can build on others' code, but you have to do something new and meaningful with it.\n", "\n", - "__Please include a brief prose description of your system along with your code, to help the teaching team understand the structure of your system.__" + "In the cell below, please provide a brief technical description of your original system, so that the teaching team can gain an understanding of what it does. This will help us to understand your code and analyze all the submissions to identify patterns and strategies." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Enter your system description in this cell.\n", + "# Please do not remove this comment.\n", + "\n" ] }, { @@ -571,44 +570,46 @@ "source": [ "## Bake-off [1 point]\n", "\n", - "The bake-off will begin on April 22. The announcement will go out on Piazza. As we said above, the bake-off evaluation data is the official SST test set release. For this bake-off, you'll evaluate your original system from the above homework problem on the test set, using the ternary class problem. Rules:\n", + "As we said above, the bake-off evaluation data is the official SST test-set release. For this bake-off, you'll evaluate your original system from the above homework problem on the test set, using the ternary class problem. Rules:\n", "\n", "1. Only one evaluation is permitted.\n", "1. No additional system tuning is permitted once the bake-off has started.\n", "1. As noted above, __you cannot make any use of the subtree labels__.\n", "\n", - "To enter the bake-off, upload this notebook on Canvas:\n", - "\n", - "https://canvas.stanford.edu/courses/99711/assignments/187246\n", - "\n", "The cells below this one constitute your bake-off entry.\n", "\n", "Systems that enter will receive the additional homework point, and systems that achieve the top score will receive an additional 0.5 points. We will test the top-performing systems ourselves, and only systems for which we can reproduce the reported results will win the extra 0.5 points.\n", "\n", - "The bake-off will close at 4:30 pm on April 24. Late entries will be accepted, but they cannot earn the extra 0.5 points. Similarly, you cannot win the bake-off unless your homework is submitted on time." + "Late entries will be accepted, but they cannot earn the extra 0.5 points. Similarly, you cannot win the bake-off unless your homework is submitted on time.\n", + "\n", + "The announcement will include the details on where to submit your entry." ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Enter your bake-off assessment code in this cell. \n", "# Please do not remove this comment.\n", + "\n", + "##### YOUR CODE HERE\n", + "\n", "\n" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# On an otherwise blank line in this cell, please enter\n", "# your macro-average F1 value as reported by the code above. \n", "# Please enter only a number between 0 and 1 inclusive.\n", - "# Please do not remove this comment.\n" + "# Please do not remove this comment.\n", + "\n" ] } ], diff --git a/hw4_wordentail.ipynb b/hw_wordentail.ipynb similarity index 79% rename from hw4_wordentail.ipynb rename to hw_wordentail.ipynb index 854cd88..72e8d37 100644 --- a/hw4_wordentail.ipynb +++ b/hw_wordentail.ipynb @@ -9,12 +9,12 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { @@ -35,9 +35,9 @@ " 1. [Baseline results](#Baseline-results)\n", "1. [Homework questions](#Homework-questions)\n", " 1. [Hypothesis-only baseline [2 points]](#Hypothesis-only-baseline-[2-points])\n", - " 1. [Alternatives to concatenation [1 point]](#Alternatives-to-concatenation-[1-point])\n", + " 1. [Alternatives to concatenation [2 points]](#Alternatives-to-concatenation-[2-points])\n", " 1. [A deeper network [2 points]](#A-deeper-network-[2-points])\n", - " 1. [Your original system [4 points]](#Your-original-system-[4-points])\n", + " 1. [Your original system [3 points]](#Your-original-system-[3-points])\n", "1. [Bake-off [1 point]](#Bake-off-[1-point])" ] }, @@ -77,7 +77,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -93,7 +93,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -123,11 +123,11 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "with open(wordentail_filename, encoding='utf8') as f:\n", + "with open(wordentail_filename) as f:\n", " wordentail_data = json.load(f)" ] }, @@ -140,20 +140,9 @@ }, { "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "dict_keys(['edge_disjoint', 'vocab', 'word_disjoint'])" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "wordentail_data.keys()" ] @@ -167,20 +156,9 @@ }, { "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "dict_keys(['dev', 'train'])" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "wordentail_data['edge_disjoint'].keys()" ] @@ -194,24 +172,9 @@ }, { "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[[['sweater', 'stroke'], 0],\n", - " [['constipation', 'hypovolemia'], 0],\n", - " [['disease', 'inflammation'], 0],\n", - " [['herring', 'animal'], 1],\n", - " [['cauliflower', 'outlook'], 0]]" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "wordentail_data['edge_disjoint']['dev'][: 5]" ] @@ -225,20 +188,9 @@ }, { "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "nli.get_edge_overlap_size(wordentail_data, 'edge_disjoint')" ] @@ -252,20 +204,9 @@ }, { "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "2916" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "nli.get_vocab_overlap_size(wordentail_data, 'edge_disjoint')" ] @@ -279,20 +220,9 @@ }, { "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "8470" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "len(wordentail_data['vocab'])" ] @@ -306,7 +236,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -316,22 +246,9 @@ }, { "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0 14650\n", - "1 2745\n", - "Name: 1, dtype: int64" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "label_distribution('edge_disjoint')" ] @@ -345,20 +262,9 @@ }, { "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "dict_keys(['dev', 'train'])" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "wordentail_data['word_disjoint'].keys()" ] @@ -372,20 +278,9 @@ }, { "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "nli.get_vocab_overlap_size(wordentail_data, 'word_disjoint')" ] @@ -399,20 +294,9 @@ }, { "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "nli.get_edge_overlap_size(wordentail_data, 'word_disjoint')" ] @@ -426,22 +310,9 @@ }, { "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0 7199\n", - "1 1349\n", - "Name: 1, dtype: int64" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "label_distribution('word_disjoint')" ] @@ -479,7 +350,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -490,7 +361,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -525,7 +396,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -552,7 +423,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -570,32 +441,9 @@ }, { "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Finished epoch 100 of 100; error is 0.026732386788353324" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " precision recall f1-score support\n", - "\n", - " 0 0.92 0.94 0.93 1910\n", - " 1 0.42 0.36 0.39 239\n", - "\n", - " micro avg 0.87 0.87 0.87 2149\n", - " macro avg 0.67 0.65 0.66 2149\n", - "weighted avg 0.87 0.87 0.87 2149\n", - "\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "word_disjoint_experiment = nli.wordentail_experiment(\n", " train_data=wordentail_data['word_disjoint']['train'],\n", @@ -636,13 +484,17 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "##### YOUR CODE HERE\n", + "\n", + "\n" + ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Alternatives to concatenation [1 point]\n", + "### Alternatives to concatenation [2 points]\n", "\n", "We've so far just used vector concatenation to represent the premise and hypothesis words. This question asks you to explore a simple alternative. \n", "\n", @@ -657,7 +509,11 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "##### YOUR CODE HERE\n", + "\n", + "\n" + ] }, { "cell_type": "markdown", @@ -694,7 +550,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -715,14 +571,15 @@ " `nn.Sequential`, as in `torch_shallow_neural_classifier`.\n", " \n", " \"\"\"\n", - " \n" + " ##### YOUR CODE HERE\n", + "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Your original system [4 points]\n", + "### Your original system [3 points]\n", "\n", "This is a simple dataset, but our focus on the 'word_disjoint' condition ensures that it's a challenging one, and there are lots of modeling strategies one might adopt. \n", "\n", @@ -730,7 +587,20 @@ "\n", "Keep in mind that, for the bake-off evaluation, the 'edge_disjoint' portions of the data are off limits. You can, though, train on the combination of the 'word_disjoint' 'train' and 'dev' portions. You are free to use different pretrained word vectors and the like. Please do not introduce additional entailment datasets into your training data, though.\n", "\n", - "Please embed your code in this notebook so that we can rerun it." + "Please embed your code in this notebook so that we can rerun it.\n", + "\n", + "In the cell below, please provide a brief technical description of your original system, so that the teaching team can gain an understanding of what it does. This will help us to understand your code and analyze all the submissions to identify patterns and strategies." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Enter your system description in this cell.\n", + "# Please do not remove this comment.\n", + "\n" ] }, { @@ -739,41 +609,44 @@ "source": [ "## Bake-off [1 point]\n", "\n", - "The goal of the bake-off is to achieve the highest macro-average F1 score on __word_disjoint__, on a test set that we will make available at the start of the bake-off on May 6. The announcement will go out on Piazza. To enter, you'll be asked to run `nli.bake_off_evaluation` on the output of your chosen `nli.wordentail_experiment` run. \n", - "\n", - "To enter the bake-off, upload this notebook on Canvas:\n", - "\n", - "https://canvas.stanford.edu/courses/99711/assignments/187250\n", + "The goal of the bake-off is to achieve the highest macro-average F1 score on __word_disjoint__, on a test set that we will make available at the start of the bake-off. The announcement will go out on the discussion forum. To enter, you'll be asked to run `nli.bake_off_evaluation` on the output of your chosen `nli.wordentail_experiment` run. \n", "\n", "The cells below this one constitute your bake-off entry.\n", "\n", - "The rules described in the [Your original system](#Your-original-system-[4-points]) homework question are also in effect for the bake-off.\n", + "The rules described in the [Your original system](#Your-original-system-[3-points]) homework question are also in effect for the bake-off.\n", "\n", "Systems that enter will receive the additional homework point, and systems that achieve the top score will receive an additional 0.5 points. We will test the top-performing systems ourselves, and only systems for which we can reproduce the reported results will win the extra 0.5 points.\n", "\n", - "The bake-off will close at 4:30 pm on May 8. Late entries will be accepted, but they cannot earn the extra 0.5 points. Similarly, you cannot win the bake-off unless your homework is submitted on time." + "Late entries will be accepted, but they cannot earn the extra 0.5 points. Similarly, you cannot win the bake-off unless your homework is submitted on time.\n", + "\n", + "The announcement will include the details on where to submit your entry." ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Enter your bake-off assessment code into this cell. \n", - "# Please do not remove this comment.\n" + "# Please do not remove this comment.\n", + "##### YOUR CODE HERE\n", + "\n", + "\n" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# On an otherwise blank line in this cell, please enter\n", "# your macro-avg f1 value as reported by the code above. \n", "# Please enter only a number between 0 and 1 inclusive.\n", - "# Please do not remove this comment.\n" + "# Please do not remove this comment.\n", + "\n", + "\n" ] } ], diff --git a/hw1_wordsim.ipynb b/hw_wordsim.ipynb similarity index 58% rename from hw1_wordsim.ipynb rename to hw_wordsim.ipynb index 9521231..39316ad 100644 --- a/hw1_wordsim.ipynb +++ b/hw_wordsim.ipynb @@ -4,17 +4,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Homework 1: Word similarity tasks" + "# Homework and bake-off: Word similarity" ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { @@ -34,11 +34,13 @@ " 1. [Dataset error analysis](#Dataset-error-analysis)\n", " 1. [Full evaluation](#Full-evaluation)\n", "1. [Homework questions](#Homework-questions)\n", - " 1. [PPMI as a baseline [1 point]](#PPMI-as-a-baseline-[1-point])\n", - " 1. [Gigaword with LSA at a few dimensions [1 point]](#Gigaword-with-LSA-at-a-few-dimensions-[1-point])\n", - " 1. [Gigaword with GloVe for a small number of iterations [1 point]](#Gigaword-with-GloVe-for-a-small-number-of-iterations-[1-point])\n", + " 1. [PPMI as a baseline [0.5 points]](#PPMI-as-a-baseline-[0.5-points])\n", + " 1. [Gigaword with LSA at a few dimensions [0.5 points]](#Gigaword-with-LSA-at-a-few-dimensions-[0.5-points])\n", + " 1. [Gigaword with GloVe for a small number of iterations [0.5 points]](#Gigaword-with-GloVe-for-a-small-number-of-iterations-[0.5-points])\n", + " 1. [Dice coefficient [0.5 points]](#Dice-coefficient-[0.5-points])\n", " 1. [t-test reweighting [2 points]](#t-test-reweighting-[2-points])\n", - " 1. [Your original system [4 points]](#Your-original-system-[4-points])\n", + " 1. [Enriching a VSM with subword information [2 points]](#Enriching-a-VSM-with-subword-information-[2-points])\n", + " 1. [Your original system [3 points]](#Your-original-system-[3-points])\n", "1. [Bake-off [1 point]](#Bake-off-[1-point])" ] }, @@ -76,7 +78,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -92,7 +94,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -110,7 +112,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -143,7 +145,7 @@ " downcased.\n", "\n", " \"\"\"\n", - " with open(src_filename, encoding='utf8') as f:\n", + " with open(src_filename) as f:\n", " reader = csv.reader(f, delimiter=delimiter)\n", " if header:\n", " next(reader)\n", @@ -200,7 +202,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -219,7 +221,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -241,7 +243,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -256,7 +258,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -281,7 +283,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -290,7 +292,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -313,105 +315,9 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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d2menmturk771simverb3500devsimverb3500testwordsim353
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d1d2pair_overlaprho
0menmturk771110.592191
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distancescoreword1word2
00.956828-50.0sunsunlight
10.979143-50.0automobilecar
20.970105-49.0riverwater
30.980475-49.0stairsstaircase
40.963624-49.0morningsunrise
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" - ], - "text/plain": [ - " distance score word1 word2\n", - "0 0.956828 -50.0 sun sunlight\n", - "1 0.979143 -50.0 automobile car\n", - "2 0.970105 -49.0 river water\n", - "3 0.980475 -49.0 stairs staircase\n", - "4 0.963624 -49.0 morning sunrise" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "eval_df.head()" ] @@ -830,7 +523,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -855,115 +548,9 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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distancescoreword1word2distance_rankscore_rankerror
10410.975007-32.0hummingbirdpelican0.0002430.0002442.434543e-07
23150.980834-13.0lilypigs0.0004880.0004874.016842e-07
29510.983473-4.0bucketgirls0.0006020.0006034.151568e-07
1500.968690-43.0nightsunset0.0001020.0001036.520315e-07
20620.979721-17.0oakpetals0.0004350.0004367.162632e-07
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" - ], - "text/plain": [ - " distance score word1 word2 distance_rank score_rank \\\n", - "1041 0.975007 -32.0 hummingbird pelican 0.000243 0.000244 \n", - "2315 0.980834 -13.0 lily pigs 0.000488 0.000487 \n", - "2951 0.983473 -4.0 bucket girls 0.000602 0.000603 \n", - "150 0.968690 -43.0 night sunset 0.000102 0.000103 \n", - "2062 0.979721 -17.0 oak petals 0.000435 0.000436 \n", - "\n", - " error \n", - "1041 2.434543e-07 \n", - "2315 4.016842e-07 \n", - "2951 4.151568e-07 \n", - "150 6.520315e-07 \n", - "2062 7.162632e-07 " - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "word_similarity_error_analysis(eval_df).head()" ] @@ -977,108 +564,9 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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distancescoreword1word2distance_rankscore_rankerror
670.984622-45.0branchtwigs0.0006300.0000770.000553
1900.987704-43.0birdsstork0.0006570.0001030.000554
1850.990993-43.0bloomtulip0.0006630.0001030.000561
1670.991760-43.0bloomblossom0.0006640.0001030.000561
1980.992406-43.0bloomrose0.0006640.0001030.000561
\n", - "
" - ], - "text/plain": [ - " distance score word1 word2 distance_rank score_rank error\n", - "67 0.984622 -45.0 branch twigs 0.000630 0.000077 0.000553\n", - "190 0.987704 -43.0 birds stork 0.000657 0.000103 0.000554\n", - "185 0.990993 -43.0 bloom tulip 0.000663 0.000103 0.000561\n", - "167 0.991760 -43.0 bloom blossom 0.000664 0.000103 0.000561\n", - "198 0.992406 -43.0 bloom rose 0.000664 0.000103 0.000561" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "word_similarity_error_analysis(eval_df).tail()" ] @@ -1099,11 +587,11 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "def full_word_similarity_evaluation(df, readers=READERS, distfunc=vsm.cosine):\n", + "def full_word_similarity_evaluation(df, readers=READERS):\n", " \"\"\"Evaluate a VSM against all datasets in `readers`.\n", " \n", " Parameters\n", @@ -1111,10 +599,6 @@ " df : pd.DataFrame\n", " readers : tuple \n", " The similarity dataset readers on which to evaluate.\n", - " distfunc : function mapping vector pairs to floats.\n", - " The measure of distance between vectors. Can also be \n", - " `vsm.euclidean`, `vsm.matching`, `vsm.jaccard`, as well as \n", - " any other distance measure between 1d vectors. \n", " \n", " Returns\n", " -------\n", @@ -1124,7 +608,7 @@ " \"\"\" \n", " scores = {} \n", " for reader in readers:\n", - " score, data_df = word_similarity_evaluation(reader, df, distfunc=distfunc)\n", + " score, data_df = word_similarity_evaluation(reader, df)\n", " scores[get_reader_name(reader)] = score\n", " series = pd.Series(scores, name='Spearman r')\n", " series['Macro-average'] = series.mean()\n", @@ -1133,28 +617,11 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "wordsim353 0.327831\n", - "mturk771 0.143146\n", - "simverb3500dev -0.068038\n", - "simverb3500test -0.066348\n", - "men 0.403760\n", - "Macro-average 0.148070\n", - "Name: Spearman r, dtype: float64" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "full_word_similarity_evaluation(giga5, distfunc=vsm.cosine)" + "outputs": [], + "source": [ + "full_word_similarity_evaluation(giga5)" ] }, { @@ -1170,7 +637,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### PPMI as a baseline [1 point]\n", + "### PPMI as a baseline [0.5 points]\n", "\n", "The insight behind PPMI is a recurring theme in word representation learning, so it is a natural baseline for our task. For this question, submit code to do the following:\n", "\n", @@ -1178,7 +645,9 @@ "\n", "1. Reweight these count matries with PPMI.\n", "\n", - "1. Evaluate these reweighted matrices using `full_word_similarity_evaluation`." + "1. Evaluate these reweighted matrices using `full_word_similarity_evaluation`.\n", + "\n", + "The goal of this question is to help you get more familiar with the code in `vsm` and the function `full_word_similarity_evaluation`." ] }, { @@ -1186,19 +655,25 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "##### YOUR CODE HERE\n", + "\n", + "\n" + ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Gigaword with LSA at a few dimensions [1 point]\n", + "### Gigaword with LSA at a few dimensions [0.5 points]\n", "\n", "We might expect PPMI and LSA to form a solid pipeline that combines the strengths of PPMI with those of dimensionality reduction. However, LSA has a hyper-parameter $k$ – the dimensionality of the final representations – that will impact performance. For this problem, submit code to do the following:\n", "\n", "1. Apply LSA with $k \\in \\{100, 500, 1000\\}$ to the PPMI reweighted version of `data/vsmdata/giga_window20-flat.csv.gz` that you created in the previous question.\n", "\n", - "2. Print out each $k$ and its associated score. (For concise, clear code, you can use `results.loc['Macro-average']` where `results` is a `pd.DataFrame` returned by `full_word_similarity_evaluation`.)" + "2. Print out each $k$ and its associated score. (For concise, clear code, you can use `results.loc['Macro-average']` where `results` is a `pd.DataFrame` returned by `full_word_similarity_evaluation`.) We are not especially concerned with the formatting of the strings that you print out; do something that is intuitive for you.\n", + "\n", + "The goal of this question is to help you get a feel for how much LSA alone can contribute to this problem." ] }, { @@ -1206,13 +681,17 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "##### YOUR CODE HERE\n", + "\n", + "\n" + ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Gigaword with GloVe for a small number of iterations [1 point]\n", + "### Gigaword with GloVe for a small number of iterations [0.5 points]\n", "\n", "Ideally, we would run GloVe for a very large number of iterations on a GPU machine to compare it against its close cousin PMI. However, we don't want this homework to cost you a lot of money or monopolize a lot of your available computing resources, so let's instead just probe GloVe a little bit to see if it has promise for our task. For this problem, submit code to do the following:\n", "\n", @@ -1226,11 +705,61 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from mittens import GloVe\n", + "\n", + "##### YOUR CODE HERE\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Dice coefficient [0.5 points]\n", + "\n", + "Implement the Dice coefficient for real-valued vectors, as\n", + "\n", + "$$\n", + "\\textbf{dice}(u, v) = \n", + "1 - \\frac{\n", + " 2 \\sum_{i=1}^{n}\\min(u_{i}, v_{i})\n", + "}{\n", + " \\sum_{i=1}^{n} u_{i} + v_{i}\n", + "}$$\n", + " \n", + "You can use `test_dice_implementation` below to check that your implementation is correct." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def test_dice_implementation(func):\n", + " \"\"\"`func` should be an implementation of `dice` as defined above.\"\"\"\n", + " X = np.array([\n", + " [ 4., 4., 2., 0.],\n", + " [ 4., 61., 8., 18.],\n", + " [ 2., 8., 10., 0.],\n", + " [ 0., 18., 0., 5.]]) \n", + " assert func(X[0], X[1]).round(5) == 0.80198\n", + " assert func(X[1], X[2]).round(5) == 0.67568" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "##### YOUR CODE HERE\n", + "\n", "\n" ] }, @@ -1262,7 +791,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1289,20 +818,123 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "##### YOUR CODE HERE\n", + "\n", + "\n" + ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Your original system [4 points]\n", + "### Enriching a VSM with subword information [2 points]\n", + "\n", + "It might be useful to combine character-level information with word-level information. To help you begin asssessing this idea, this question asks you to write a function that modifies an existing VSM so that the representation for each word $w$ is the element-wise sum of $w$'s original word-level representation with all the representations for the n-grams $w$ contains. \n", + "\n", + "The following starter code should help you structure this and clarify the requirements, and a simple test is included below as well.\n", + "\n", + "You don't need to write a lot of code; the motivation for this question is that the function you write could have practical value." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def subword_enrichment(df, n=4):\n", + " \n", + " # 1. Use `vsm.ngram_vsm` to create a character-level \n", + " # VSM from `df`, using the above parameter `n` to \n", + " # set the size of the ngrams.\n", + " \n", + " ##### YOUR CODE HERE\n", + "\n", + "\n", + " \n", + " # 2. Use `vsm.character_level_rep` to get the representation\n", + " # for every word in `df` according to the character-level\n", + " # VSM you created above.\n", + " \n", + " ##### YOUR CODE HERE\n", + "\n", + "\n", + " \n", + " # 3. For each representation created at step 2, add in its\n", + " # original representation from `df`. (This should use\n", + " # element-wise addition; the dimensionality of the vectors\n", + " # will be unchanged.)\n", + " \n", + " ##### YOUR CODE HERE\n", + "\n", + "\n", + " \n", + " # 4. Return a `pd.DataFrame` with the same index and column\n", + " # values as `df`, but filled with the new representations\n", + " # created at step 3.\n", + " \n", + " ##### YOUR CODE HERE\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def test_subword_enrichment(func):\n", + " \"\"\"`func` should be an implementation of subword_enrichment as \n", + " defined above.\n", + " \"\"\"\n", + " vocab = [\"ABCD\", \"BCDA\", \"CDAB\", \"DABC\"]\n", + " df = pd.DataFrame([\n", + " [1, 1, 2, 1],\n", + " [3, 4, 2, 4],\n", + " [0, 0, 1, 0],\n", + " [1, 0, 0, 0]], index=vocab)\n", + " expected = pd.DataFrame([\n", + " [20, 10, 20, 54],\n", + " [24, 10, 24, 50],\n", + " [16, 6, 16, 34],\n", + " [36, 10, 12, 66]], index=vocab)\n", + " new_df = func(df, n=2)\n", + " assert np.array_equal(X_test.columns, new_df.columns), \\\n", + " \"Columns are not the same\"\n", + " assert np.array_equal(X_test.index, new_df.index), \\\n", + " \"Indices are not the same\"\n", + " assert np.array_equal(expected.values, new_df.values), \\\n", + " \"Co-occurrence values aren't the same\" " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Your original system [3 points]\n", "\n", "This question asks you to design your own model. You can of course include steps made above (ideally, the above questions informed your system design!), but your model should not be literally identical to any of the above models. Other ideas: retrofitting, autoencoders, GloVe, subword modeling, ... \n", "\n", - "Your code needs to be able to \n", + "Requirements:\n", "\n", - "1. operate on all of the count matrices in `data/vsmdata` (except `gigawordnyt-advmod-matrix.csv.gz`, which doesn't have the right vocab for this task and is included just for fun); __other pretrained vectors cannot be introduced__; and \n", - "1. be self-contained, so that we can work with your model directly in your homework submission notebook. (If your model depends on external data or other resources, please upload to Canvas a zip archive containing those resources and your submission notebook.)" + "1. Your code must operate on one of the count matrices in `data/vsmdata`. You can choose which one. __Other pretrained vectors cannot be introduced__.\n", + "\n", + "1. Your code must be self-contained, so that we can work with your model directly in your homework submission notebook. If your model depends on external data or other resources, please submit a ZIP archive containing these resources along with your submission.\n", + "\n", + "In the cell below, please provide a brief technical description of your original system, so that the teaching team can gain an understanding of what it does. This will help us to understand your code and analyze all the submissions to identify patterns and strategies." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Enter your system description in this cell.\n", + "# Please do not remove this comment.\n", + "\n" ] }, { @@ -1311,43 +943,48 @@ "source": [ "## Bake-off [1 point]\n", "\n", - "For the bake-off, we will release two additional datasets right after class on April 15. The announcement will go out on Piazza. We will also release reader code for these datasets that you can paste into this notebook. You will evaluate your custom model $M$ (from the previous question) on these new datasets using `full_word_similarity_evaluation`. Rules:\n", + "For the bake-off, we will release two additional datasets. The announcement will go out on the discussion forum. We will also release reader code for these datasets that you can paste into this notebook. You will evaluate your custom model $M$ (from the previous question) on these new datasets using `full_word_similarity_evaluation`. Rules:\n", "\n", "1. Only one evaluation is permitted.\n", "1. No additional system tuning is permitted once the bake-off has started.\n", "\n", - "To enter the bake-off, upload this notebook on Canvas:\n", - "\n", - "https://canvas.stanford.edu/courses/99711/assignments/187240\n", - "\n", "The cells below this one constitute your bake-off entry.\n", "\n", "People who enter will receive the additional homework point, and people whose systems achieve the top score will receive an additional 0.5 points. We will test the top-performing systems ourselves, and only systems for which we can reproduce the reported results will win the extra 0.5 points.\n", "\n", - "The bake-off will close at 4:30 pm on April 17. Late entries will be accepted, but they cannot earn the extra 0.5 points. Similarly, you cannot win the bake-off unless your homework is submitted on time." + "Late entries will be accepted, but they cannot earn the extra 0.5 points. Similarly, you e\n", + "cannot win the bake-off unless your homework is submitted on time.\n", + "\n", + "The announcement will include the details on where to submit your entry." ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Enter your bake-off assessment code into this cell. \n", "# Please do not remove this comment.\n", + "\n", + "##### YOUR CODE HERE\n", + "\n", "\n" ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# On an otherwise blank line in this cell, please enter\n", "# your \"Macro-average\" value as reported by the code above. \n", "# Please enter only a number between 0 and 1 inclusive.\n", - "# Please do not remove this comment.\n" + "# Please do not remove this comment.\n", + "##### YOUR CODE HERE\n", + "\n", + "\n" ] } ], @@ -1367,7 +1004,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.7.1" }, "widgets": { "state": {}, diff --git a/nli.py b/nli.py index 2f30d0b..d60f7e2 100644 --- a/nli.py +++ b/nli.py @@ -10,7 +10,7 @@ import utils __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" CONDITION_NAMES = [ @@ -76,7 +76,7 @@ def wordentail_experiment( model.fit(X_train, y_train) predictions = model.predict(X_dev) # Report: - print(classification_report(y_dev, predictions)) + print(classification_report(y_dev, predictions, digits=3)) macrof1 = utils.safe_macro_f1(y_dev, predictions) return { 'model': model, @@ -116,7 +116,7 @@ def bake_off_evaluation(experiment_results, test_data_filename=None): vector_combo_func=experiment_results['vector_combo_func']) predictions = experiment_results['model'].predict(X_test) # Report: - print(classification_report(y_test, predictions)) + print(classification_report(y_test, predictions, digits=3)) diff --git a/nli_01_task_and_data.ipynb b/nli_01_task_and_data.ipynb index fb542ec..ee15cfe 100644 --- a/nli_01_task_and_data.ipynb +++ b/nli_01_task_and_data.ipynb @@ -14,7 +14,7 @@ "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { @@ -664,7 +664,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.8" + "version": "3.7.1" } }, "nbformat": 4, diff --git a/nli_02_models.ipynb b/nli_02_models.ipynb index 9021671..ef078c7 100644 --- a/nli_02_models.ipynb +++ b/nli_02_models.ipynb @@ -14,7 +14,7 @@ "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { diff --git a/np_autoencoder.py b/np_autoencoder.py index 5abc432..3dc7b4c 100644 --- a/np_autoencoder.py +++ b/np_autoencoder.py @@ -3,7 +3,7 @@ import pandas as pd __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" class Autoencoder(NNModelBase): diff --git a/np_model_base.py b/np_model_base.py index 86a7ef7..1ae2a19 100644 --- a/np_model_base.py +++ b/np_model_base.py @@ -3,7 +3,7 @@ from utils import randvec, randmatrix, progress_bar, d_tanh __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" class NNModelBase(object): diff --git a/np_rnn_classifier.py b/np_rnn_classifier.py index f3900de..c2d9ccf 100755 --- a/np_rnn_classifier.py +++ b/np_rnn_classifier.py @@ -4,7 +4,7 @@ from utils import softmax __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" class RNNClassifier(NNModelBase): diff --git a/np_sgd_classifier.py b/np_sgd_classifier.py index ecb2952..3f4c150 100644 --- a/np_sgd_classifier.py +++ b/np_sgd_classifier.py @@ -2,7 +2,7 @@ import random __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" class BasicSGDClassifier(object): diff --git a/np_shallow_neural_classifier.py b/np_shallow_neural_classifier.py index 6798080..7346500 100644 --- a/np_shallow_neural_classifier.py +++ b/np_shallow_neural_classifier.py @@ -3,7 +3,7 @@ from utils import randvec, randmatrix, softmax, progress_bar __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" class ShallowNeuralClassifier(NNModelBase): diff --git a/np_tree_nn.py b/np_tree_nn.py index 8b5f107..5a46b11 100644 --- a/np_tree_nn.py +++ b/np_tree_nn.py @@ -3,7 +3,7 @@ from utils import softmax __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" class TreeNN(NNModelBase): diff --git a/projects.md b/projects.md new file mode 100644 index 0000000..ee8ce59 --- /dev/null +++ b/projects.md @@ -0,0 +1,428 @@ +# Final projects + +Christopher Potts
+CS224u, Stanford, Spring 2020 + +## Contents + +1. [Overview](#overview) +1. [Project FAQs](#project_faqs) +1. [Literature review](#literature_review) + 1. [Finding papers](#finding_papers) + 1. [What to include in the lit review](#what_to_include_in_the_lit_review) +1. [Experiment protocol](#experiment_protocol) + 1. [Hypotheses ](#hypotheses_) + 1. [Datasets](#datasets) + 1. [Metrics](#metrics) + 1. [Models](#models) + 1. [General reasoning](#general_reasoning) + 1. [Summary of progress so far](#summary_of_progress_so_far) + 1. [References section](#references_section) +1. [Final paper](#final_paper) + 1. [Formatting](#formatting) + 1. [Suggested paper organization](#suggested_paper_organization) + 1. [Required authorship statement](#required_authorship_statement) + 1. [Advice on scientific writing](#advice_on_scientific_writing) + 1. [Some exceptionally well-written NLU papers](#some_exceptionally_well-written_nlu_papers) + 1. [Some CS224u papers that become publications](#some_cs224u_papers_that_become_publications) +1. [Beyond the final paper](#beyond_the_final_paper) + 1. [Conference submissions](#conference_submissions) + 1. [On giving good talks](#on_giving_good_talks) + +## Overview + +This document reviews the core components of the final project for this course: + +1. [Literature review](#Literature-review) +1. [Experiment protocol](#Experiment-protocol) +1. [Final paper](#Final-paper) + +There is also discussion of what might happen _after_ the final paper is complete – conference submissions and presentations. + +My primary goal is to clarify what we are looking for with each of these assignments, but I hope also to convey some general best practices for conducting projects in NLP, from the initial planning stages through to a final research report that you might submit to a conference. + +This document is a companion to our methods-oriented notebooks: + +* [evaluation_methods.ipynb](evaluation_methods.ipynb) +* [evaluation_metrics.ipynb](evaluation_metrics.ipynb) + +Whereas those notebooks cover specific technical concepts, this document is focused on how those concepts relate to your problem area, experimental design, and analyses. + + +## Project FAQs + +1. __Does my final paper have to be in the same area as my lit review?__ + + The ideal is to have the same topic for your lit review and final paper, but it's possible that you'll discover in the lit review that your topic isn't ideal for you, so you can switch topics (or groups) for the final project; your lit review will be graded on its own terms. + +1. __How many papers does the lit review need to cover?__ + + Groups of one should review 5 papers, groups of two should review 7 papers, and groups of three should review 9. See the [Literature review](#Literature-review) section for further details. + +1. __Does my final paper have to be in the same area as my experiment protocol?__ + + This is not strictly speaking required, but we are likely to be discouraging about changing your project area after the protocol – you're probably better off seeing your plan through and then pursuing your new idea on a different occasion. + +1. __Can my lit review cite papers that aren't NLP papers?__ + + Absolutely! For interdisciplinary projects, this is a must! For more on this issue, see the [Finding papers](#Finding-papers) section below. + +1. __Can my final paper use methods and datasets that differ from those in my experiment protocol?__ + + Yes, this is fine. The protocol isn't a [preregistration](https://cos.io/prereg/), but rather meant as a way to help you clarify your plans and ideas. It's natural for those plans and ideas to evolve. We recommend that you discuss major post-protocol changes with your project mentor, and you might even consider updating your protocol as part of this. + +1. __The requirements say I need a hypothesis, but do I really need one?__ + + Yes! Please see [the section on hypotheses](#Hypotheses) below. + + +1. __Can my final paper reuse prose from my lit review and protocol?__ + + Absolutely! We're hoping you can do this. + +1. __Do I have to submit all my code and data along with the final paper?__ + + This is not a requirement, but code and data are always welcome. The field of NLP has embraced the ideals of open science. The most influential papers come with reusable code, and they are often associated with new datasets as well. In addition, if you write your code with a public release in mind, you'll likely be more attentive in ways that increase the quality of your research. + +1. __Can my paper for this course be the same as my paper for another course?__ + + The short answer is no, since we need the minumum requirements to be the same for all students. The longer answer is that we've adopted the ACL policy on multiple submissions to conferences. [Here are the full details of the policy](http://web.stanford.edu/class/cs224u/requirements.html#multiple). + + +## Literature review + +The literature review is a short report that seeks to summarize and synthesize several papers in an area of your choosing. It's meant serve as the intellectual foundation for your project. + +For this course, you can work in groups of up to three people. We specify that groups of one should review 5 papers, groups of two should review 7 papers, and groups of three should review 9. This scaling reflects our assumption that, at this stage, you will divide up the papers and each person will read their selection deeply. After that, you can share what you learn with each other. This should allow you to get a better sense for the space and determine where exactly to invest your collective energy. + +You are free to review more papers than the minimum requirement, but it's probably best to go deep on just the required number and include others in a more peripheral way. + +We assume that you do not yet really know what you are going to do for the final project. At the lit-review stage, you really just need an initial hunch. Maybe you got really immersed in an earlier assignment for this course and would like to consider pursuing it further, or you saw a new dataset or paper announced on Twitter and would like to devote some time to finding out what it's all about, or you're already working on a project that you think would benefit from a fresh approach. + +But all you really need to get going is a few sensible keywords to put into a search engine. + + +### Finding papers + +Papers for the literature review can come from anywhere. There is no requirement that they be NLP papers. Indeed, for interdisciplinary projects, the papers really must come from multiple disciplines, else the lit review won't provide a good foundation for your project. Breakthrough ideas in science often come from finding connections across fields, and we want to facilitate that! + +And even "paper" is too restrictive. The items in your lit review could be books (ambitious!), exceptionally good and detailed blog posts, government reports, etc. – we're even open-minded about including things like talks and interview transcripts if they are very rich and important. Relevant ideas are expressed and discussed in lots of ways, and our primary interest is in collecting those ideas and synthesizing them. + +All that said, projects for this course need to have an NLP/NLU component, so it will pay to spend time in the [ACL Anthology](https://aclweb.org/anthology/). The ACL community has been exceptionally good about collecting all of its published work going back for decades, so searching at the Anthology can very quickly give you a sense of the intellectual landscape and take you to the important papers. + +For more general searches of the scientific literature, [Google Scholar](https://scholar.google.com) is outstanding in terms of its coverage, and its citation counts provide some useful guidance as to which papers are the most important in a given area. (Citation counts don't guarantee quality, but they do suggest influence, and so papers with many citations are probably worth a look.) + +It's also worth diving directly into [arXiv](https://arxiv.org). Note, though, that it has only recently become a norm for NLPers to post their work there, so arXiv will strongly favor newer work in NLP. As your project progresses, you might increasingly search on arXiv with trepidation that you will find out you've been scooped – such is life in AI these days! + + +### What to include in the lit review + +The italicized phrases make good section headings! + +1. _General problem/task definition_: What are these papers trying to solve, and why? + +2. _Concise summaries of the articles_: Do not simply copy the article texts in full. We can read them ourselves. Put in your own words the major contributions of each article. + +3. _Compare and contrast_: Point out the similarities and differences of the papers. Do they agree with each other? Are results seemingly in conflict? If the papers address different subtasks, how are they related? (If they are not related, then you may have made poor choices for a lit review...). This section is probably the most valuable for the final project, as it can become the basis for [a related work section](#Related-work). + +4. _Future work_: Make several suggestions for how the work can be extended. Are there open questions to answer? This would presumably include how the papers relate to your nascent final project. + +5. _References section_: The entries should appear alphabetically and give at least full author name(s), year of publication, title, and outlet if applicable (e.g., journal name or proceedings name). Beyond that, we are not picky about the format. Electronic references are fine but need to include the above information in addition to the link. + + +## Experiment protocol + +This is a short, structured report designed to help you establish your core experimental framework. The required sections are as follows. + + +### Hypotheses + +A statement of the project's core hypothesis or hypotheses. + +These hypotheses vary widely and can be oriented towards issues not just in NLP but also in machine learning, social sciences, digital humanities, medicine, and any other field that can benefit from linguistic analysis. + +It is common for students to say that they don't have a hypothesis because they just want to see how a new model does on a particular task. We reply that the work will benefit from framing this as a precise hypothesis. For example, one might identify a particular component of the new model and hypothesize that it is crucial for success. This resolves the issue of [which models to compare](#Models) – we need to see results from a model with this component and a minimally different one without it, so that we can isolate the effects of this component. + +It's worth adding that some reviewing forms in NLP ask the reviewers to articulate the hypotheses that the paper is testing. This might partly be a test of the reviewer's reading comprehension, but it also serves to make sure that the paper is clear about its hypotheses. You can help your reviewers by being clear about your hypotheses (and [stating them directly in the introduction to your paper](#Introduction)). + + +### Datasets + +A description of the dataset(s) that the project will use for evaluation. + +Your mentor will be looking closely at this section, seeking to resolve a few crucial questions: + +1. Is it clear which datasets will be used? If you just say general things like "sentiment datasets", you're likely to get some points off along with a request for the name of a specific dataset that can support your goals. + +1. Is the dataset available? If access to the dataset is highly restricted, or the dataset does not yet exist, then we will likely express concern. The course is short and the final deadline is near, so the quality of your work will suffer if you spend a lot of time waiting for data. We are likely to push you towards public datasets so that you can get started right away. + +1. Is the dataset aligned with the hypotheses? If this isn't immediately evident to your mentor based on what you say, you're likely to get some points off along with a request to meet. It's therefore worth your time to make this connection in the protocol document. + + +### Metrics + +A description of the metrics that will form the basis for evaluation. The [evaluation metrics notebook](evaluation_metrics.ipynb) is a resource for making choices here. + +We sort of expect these to be familiar quantitative metrics, but we're open-minded. We do, however, require that the paper include a quantitative evaluation of some kind. We do not mean to imply that all work in NLP needs to be quantitative in this way. Rather, we just want to push you to conduct such evaluations for this course. + +For the quantitative evaluations, your mentor will primarily be focused on determining whether the metrics are appropriate given the data and hypotheses. If you chose something standard – e.g., F1 for a classification problem – then you probably don't need to say much. If you depart from what's standard, or you want to propose your own metric, then you'll need to justify these decisions. + +Qualitative evaluations are important as well, of course. Please express your ideas for such evaluations here. These ideas can eventually be incorporated into [the analysis section of the final paper](#Analysis). + + +### Models + +A description of the models that you'll be using as baselines, and a preliminary description of the model or models that will be the focus of your investigation. + +At this early stage, some aspects of these models might not yet be worked out, so preliminary descriptions are fine. Your focus should be on making it clear how the models interact with your dataset and metrics to provide a clear test of your hypothesis. If your mentor can't put the pieces together in this way, you'll get some points off and a request for a more precise description. + +Identifying your baseline models is crucial. As discussed in [the methods notebook](evaluation_methods.ipynb#Baselines), baseline systems provide essential context. + + +### General reasoning + +An explanation of how the data and models come together to inform your core hypothesis or hypotheses. + +You might feel that you've already given this explanation in the above sections. That's good! It suggests that the ideas are coming together. Please restate the general reasoning in this separate section. This will likely be fodder for [your paper's abstract](#Abstract). + + +### Summary of progress so far + +What you have been done, what you still need to do, and any obstacles or concerns that might prevent your project from coming to fruition. + +The more precise you are here, the more your mentor can help you. One of the most productive things they can do at this stage is help you define the scope of your project and then set priorities on that basis. For example, they might identify a core set of experiments that need to be run and suggest that you set the others aside until you have drafted your entire paper. + +It's also very helpful to identify potential obstacles, so that your mentor can help you overcome them or find a strategy for avoiding them entirely. + + +### References section + +In [the same format as for the lit review](#Literature-review). + + +## Final paper + +The final paper is where it all comes together. We assume you're shooting for a great grade. We encourage you to think beyond that as well. Some motivations for thinking big: + +* Many important and influential ideas, insights, and algorithms began as class projects. + +* Getting the best research-oriented jobs will likely involve giving a job talk. Your project can be the basis for one. + +* You can help out the scientific community by supplying data, code, and results (including things that didn't work!). + +It's worth reiterating a central point from [the evaluation methods notebook](evaluation_methods.ipynb): We will never evaluate a project based on how "good" the results are. Publication venues do this, because they have additional constraints on space that lead them to favor positive evidence for new developments over negative results. In this course, we are not subject to this constraint, so we can do the right and good thing of valuing positive results, negative results, and everything in between. Thus, we will evaluate your project on: + +* The appropriateness of the metrics. + +* The strength of the methods. + +* The extent to which the paper is open and clear-sighted about the limits of its findings. + + +### Formatting + +The paper should be 8 pages long, in ACL submission format and adhering to ACL guidelines concerning references, layout, supplementary materials, and so forth. [Here are the LaTeX and Word templates for the current ACL style](http://www.acl2019.org/EN/call-for-papers.xhtml_). + + +### Suggested paper organization + +Papers in the field tend to use a common structure. You are not required to follow this structure, but doing so is likely to help you write a paper that is easily understood by practitioners, so it's strongly encouraged. + + +#### Abstract + +Ideally a half-column in length. It's good to give some context for the work right at the start, define the current proposal and situate it in that context, summarize the core findings, and close by identifying the broader significance of the work. The "General reasoning" section of your experiment protocol is likely to provide good material for the abstract. + + +#### Introduction + +1–2 columns. This is an extremely important part of the paper. In this section, the reader is likely to form their expectations for the work and begin to form their opinions of it. The introduction should basically tell the full story of the paper, in a way that is accessible to most people in the field: + +1. Where are we? That is, what area of the field are you working in? Answering this question is important for orienting the reader. + +1. What hypothesis is being pursued? It's a good sign if you have a sentence that starts with a phrase like "The central hypothesis of this paper is ...". You don't need to be this explicit, but, on the other hand, this is a way of ensuring that you don't end up saying only vague things about what your hypothesis is. Also, being direct about this can expose a lack of clarity in your own thinking that you can then work through. + +1. What concepts does your hypothesis depend on? You can't require your reader to fill in the gaps. Try to place all the building blocks of your hypothesis in a way that supports the hypothesis itself. Sometimes this material is best given after the hypothesis statement, but very often it needs to be given before, so that the hypothesis itself makes sense. + +1. Why _this_ hypothesis? What broader issues does it address? This will provide further context for your ideas and help motivate your work. + +1. What steps does the paper take to address your hypothesis? + +1. What are the central findings of the paper, and how do they inform the core hypothesis? + + +#### Related work + +1.5–2 columns. This section can draw heavily on your lit review. A good strategy for this section is to first organize the papers you want to cover into general groups that relate to your own work in important ways. For each such group, articulate its thematic unity, briefly discuss what each paper achieves, and then, crucially, relate this work to your own project, as a way of providing context for your work and differentiating it from prior work. In this way, you carve our a place for your own contribution. + + +#### Data + +Length highly variable. This section should describe the properties of your dataset. This typically means giving some actual examples (or descriptions of them, if the examples are very long) as well as quantitative summaries (e.g., number of examples, number of examples per class, vocabulary size, etc.). With this discussion, you are trying to motivate your dataset choice, convey what your task is like, and build up context for your later analyses. If you are describing a new dataset that you created, then you should plan to devote a lot of space to describing and motivating the data collection methods you used. [The Datasets section of your experiment protocol](#Datasets) is likely to provide good material. + + +#### Your models + +Length highly variable. Your experiment protocol should provide basic descriptions that you can expand and polish for this section. + +If you are proposing an original model or exploring a complex, non-standard model from another paper, then this section will have to be quite long and detailed. With luck, your preceding "Related work" and "Data" sections provide some conceptual support for what you are doing. + +If you are just comparing familiar models, then this section might be shorter, but it is still crucial. + +To the extent possible, it's good to separate your model description from particular choices that you made for your experiments, as those are really part of the experimental design. + + +#### Experiments + +Length highly variable. This section should explain how the data and models work together for your experiments. The reader should get a clear picture of which models were evaluated, how they were trained, how the data were pre-processed and subdivided for the experiments, which metrics were used, and what the experimental outcomes were. If there are a lot of details to cover, it's probably best to move them to appendices, so that this section conveys just what is needed in order to follow the argument. The appendix can then, correspondingly, be a deep dive into all the nitty-gritty details. + + +#### Analysis + +Length highly variable. This section is more open-ended. First and foremost, it should say what the experimental results mean. It is often fruitful to support this core conclusion with error analyses and qualitative trends in the predictions that provide deeper insights into where your favored model is succeeding and failing. + + +#### Conclusion + +A half-column in length. Since NLP papers are short, the conclusion need not be long or detailed. It's probably best to briefly summarize what the paper did and why, and then try to articulate the broader significance of the work, perhaps looking ahead to expanding its scope. Some papers include a lot of analysis in the conclusion, which is fine, but I would advise that you put that material in a separate section, so that the conclusion works more as a succinct encapsulation of the paper itself, akin to the abstract but perhaps with more technical content, since it can build on the paper itself. + + +### Required authorship statement + +At the end of your paper (after the 'Acknowledgments' section in the template), please include a brief authorship statement, explaining how the individual authors contributed to the project. You are free to include whatever information you deem important to convey. For guidance, see the second page, right column, of [this guidance for PNAS authors](http://blog.pnas.org/iforc.pdf). We are requiring this largely because we think it is a good policy in general. This statement is required even for singly-authored papers, because we want to know whether your project is a collaboration with people outside of the class. Only in extreme cases, and after discussion with the team, would we consider giving separate grades to team members based on this statement. + + +### Advice on scientific writing + +Here are some really nice pieces of writing about scientific writing: + +* [Novelist Cormac McCarthy's tips on how to write a great science paper](https://www.nature.com/articles/d41586-019-02918-5) + +* [David Goss: Some hints on mathematical style](https://people.math.osu.edu/goss.3/hint.pdf) + + +### Some exceptionally well-written NLU papers + +These papers are stand-outs for me not just because of the proposals they make, but also because the writing is great. + +* Keith, Katherine and Brendan O'Connor. 2018. [Uncertainty-aware generative models for inferring document class prevalence](https://www.aclweb.org/anthology/D18-1487). In _Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing_, 4575–4585. Brussels, Belgium: Association for Computational Linguistics. + +* Pennington, Jeffrey; Richard Socher; Christopher D. Manning. 2014. [GloVe: global vectors for word representation](http://www.aclweb.org/anthology/D14-1162). In _Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)_, 1532–1543. Doha, Qatar: Association for Computational Linguistics. + +* Peters, Matthew E.; Mark Neumann; Mohit Iyyer; Matt Gardner; Christopher Clark; Kenton Lee, and Luke Zettlemoyer. 2018. [Deep contextualized word representations](http://aclweb.org/anthology/N18-1202). In _Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)_, 2227–2237. Association for Computational Linguistics. + +* Zettlemoyer, Luke S. and Michael Collins. 2005. [Learning to map sentences to logical form: structured classification with probabilistic categorial grammars](https://homes.cs.washington.edu/~lsz/papers/zc-uai05.pdf). In _Proceedings of the Twenty First Conference on Uncertainty in Artificial Intelligence_. + +And check out this amazing contribution: [The Annotated Transformer](http://nlp.seas.harvard.edu/2018/04/03/attention.html) (Alexander Rush). + + +### Some CS224u papers that become publications + +Here is a selection of recent CS224u papers that evolved into published work: + +* Badlani, Rohan; Nishit Asnani; and Manan Rai. 2019. An ensemble of humour, sarcasm, and hate speech for sentiment classification in online reviews. _Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT)_. Hong Kong: Association for Computational Linguistics. + +* Benavidez, Susana and Andy Lapastora. 2019. Improving hate speech classification on Twitter. _Proceedings of LatinX in AI Research_. Vancouver. + +* Kolchinski, Y. Alex and Christopher Potts. 2018. [Representing social media users for sarcasm detection](https://www.aclweb.org/anthology/D18-1140/). In _Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing_, 1115-1121. Brussels, Belgium: Association for Computational Linguistics. + +* Jiang, Hang; Yuxing Chen; Haoshen Hong; and Vivek Kulkarni. 2020. DialectGram: Automatic detection of dialectal variation at multiple geographic resolutions. In _Proceedings of the Society for Computation in Linguistics (SCiL) 2020_. New Orleans: Association for Computational Linguistics. + +* Li, Lucy and Julia Mendelsohn. 2019. [Using sentiment induction to understand variation in gendered online communities](https://www.aclweb.org/anthology/W19-0116/). In _Proceedings of the Society for Computation in Linguistics (SCiL) 2019_, 156–166. New York: Association for Computational Linguistics. + +I'm being careful not to call these "published CS224u papers" because all of them went through substantial revisions before they were accepted. Some got shorter while retaining their original scope, whereas others grew in scope and got much longer. + +I should emphasize also that these papers all exceeded our expectations for course projects even when they were submitted, and they matured afterwords, so the above are not examples of what we're expecting by the end of the course itself. These are more like things to aspire to longer term. + + +## Beyond the final paper + +You might be thinking about continuing to work on your final project after the class ends with the goal of publishing it. The goal of this section is to give you a sense for what that process is like, and to offer some tips on navigating it. + + +### Conference submissions + +My focus is on conference submissions because NLP (like most areas of AI) is a conference-driven field in the sense that papers published at the top conferences are akin to journal papers in other fields. In NLP, the major exception to this is the journal _Transactions of the ACL_, which functions like a regular journal but (in a nod to the importance of conferences) also gives published authors the opportunity to present the work at one of the major ACL conferences. + +My own view is that the top conferences in NLP are ACL, NAACL, and EMNLP (and that TACL is on par with these or soon will be). There might once have been real differences in prestige between these conferences, but those differences have disappeared. People submit their work as soon as possible after they feel it is ready, so the choice of these conferences comes down to the time of year. + +COLING, CoNLL, EACL are also excellent conferences in NLP that might be seen as one step down from the above. Work from these conferences is aggregated in the ACL Anthology, which further reduces the importance of initial venue as times goes on. + +Most NLP conferences host a series of workshops focused on specific areas of NLP and adjacent fields, and many of these workshops have proceedings volumes that are included in the ACL Anthology as well. Workshop papers are generally less prestigious than conferences ones, but workshops are often more rewarding presentation venues than the main conference. The audience is full of people who are invested in the topic, the setting is more intimate, and a sense of community develops over the course of the workshop. + + +#### The submission process + +Here's what the submission process typically looks like in NLP: + +1. The ACL conferences have adopted a uniform policy when it comes to posting work on the Web (including preprint servers like arXiv). The full policy is [here](https://www.aclweb.org/adminwiki/index.php?title=ACL_Policies_for_Submission,_Review_and_Citation), and you should review it before submitting work for peer review to make sure you're abiding by it. The heart of the policy is that there is a window, starting one month before the conference deadline and extending through to the notification period, in which submitted work cannot be posted. The intention is to avoid influencing reviewers and compromising the double-blind reviewing process. + +1. Assuming you're okay with regard to the submission policies, you submit your paper. Most conferences have a long paper option (8 pages) and a short paper option (4 pages). Sadly, the dynamic is that this means there can't really be, for example, 6 pages papers – they would look too slim for a long paper but violate the rules for a short paper. + +1. At submission time, you separately choose area keywords and perhaps add some other similar metadata. This information will be used by the program committee when figuring out how to assign papers to specific reviewers, so it is worth thinking seriously about the choices here. If you can, try to find a veteran NLP author to get their advice on strategy. + +Before submitting, make sure that your paper conforms to the conference's formatting requirements, so that it isn't desk rejected (i.e., rejected without peer review). + + +#### The reviewing process + +1. Once all the submissions are in, reviewers scan over long lists of titles and abstracts, and bid on which they want to review, which they will not review, which they would review if they had to, and which they can't review because of a conflict of interest. Realistically, the title is probably the primary factor in bidding decisions, since reading all the abstracts at this stage would be a huge task. Thus, when you craft your title, you should be thinking of these harried reviewers as a primary audience! + +1. Once the bids are in, the program chairs assign reviewers their papers, presumably based in large part on their bids. + +1. Reviewers read the papers, write comments, and supply ratings. The forms change from year to year, sometimes radically, but [the 2019 ACL form](http://www.acl2019.org/EN/instructions-for-reviewers.xhtml) looks pretty representative of what I tend to see as a reviewer these days. It is extensive, reflecting the seriousness of conference reviewing in the field. + +1. Once the reviews are in, there is often a brief window in which the authors can respond to the reviews, with the goal of correcting mistakes and perhaps influencing the reviewers to adjust their scores. At this stage, the program chair might stimulate discussion among the reviewers about disagreements, the claims in the author response, etc. At this stage, all the reviewers see each other's names, which helps contextualize their reviews and creates some accountability. + +1. Finally, the program committee does some magic to arrive at the final program based on all of this input. The procedures they use vary a lot and take a lot of factors into account. + + +### On giving good talks + +Suppose, via a mixture of skill, hard work, and luck, your paper was accepted for publication. Very often, this comes with the requirement that you give a talk at the conference. You might also give talks in academic and industry settings – they are an important avenue for the dissemination of ideas. + + +#### Practical tips for giving talks + +Here are some mundane things that you should attend to before taking the stage: + +* Turn off any notifications that might appear on your screen. + +* Make sure your computer is out of power-saver mode so that the screen doesn't shut off while you're talking. + +* Shut down running applications that might get in your way. + +* Make sure your desktop is clear of files and notes that you wouldn't want the world to see. + +* If using PowerPoint / Keynote / Google Slides, have a PDF back-up just in case. + +* Projectors can fail; always be prepared to give the talk without slides. + + +#### Talk contents + +In general, the talk can mirror the structure of the paper. This is at least a good starting point, and then you can depart from it if you see a chance to make things clearer or add presentational flourishes. + +However, talks have to be much less technical than papers can be. The emphasis should be on contextualizing the ideas and conveying the high-level narrative of what the paper does. You might begin from the premise that you'll have no equations or formulae, and then add them only where they are crucial and where you are certain you can devote sufficient time to presenting them. + +Fundamentally, you're more likely to connect with the audience (and persuade them to read your paper) if you tell a clear and interesting story. There is a show-biz element to this! + +The logician Patrick Blackburn (who gives wonderful talks) gave a (wonderful) talk years ago on how to give good talks. His central question was, "Where do good talks come from", and he answered with: "Honesty. A good talk should never stray from simple, honest communication." I think of this all the time, not just when preparing talks, but also when writing, creating teaching materials, and presenting ideas in meetings. + + +#### The importance of practice + +Practice is key. The more you practice, the more you'll hone your narrative and ensure that you get through it in the right amount of time. If you can recruit friends to listen, that's always beneficial. Friends who don't work in NLP can give especially valuable advice because they are less likely to unknowingly fill in gaps in your presentation. + +It's also very helpful to record yourself giving the talk, because you'll learn a lot about what works and what doesn't by hearing yourself go through the material. It can be painful to listen to yourself, but it's worth it! + + +#### The discussion period + +Many conferences have a discussion period following each talk. These are sometimes called "question periods", but people are just as likely to make statements and offer criticisms as they are to ask questions, so "discussion period" is more apt! The discussion period is probably the most intimidating part of giving a talk. Giving the talk itself is nerve-wracking, but at least you're in control. In the discussion period, anything can happen! + +The discussion period _should_ be a chance for the audience to gain a deeper understanding of your ideas. When the entire question period has this aim, it is a joy. But sometimes other things happen. You'll encounter hostile questioners, self-serving questioners, and confused but adamant questioners. Whomever you encounter, and whatever they say, try to pause for one second before answering each question, even if you know exactly how to respond. It helps to set the right kind of conversational pace, and it signals that you're listening carefully. + +Most questions won't make total sense to you. Your questioner doesn't know the work all that well, so try to be sympathetic. In general, you'll be a hit if you can warp every question you get into one that makes sense and leaves everyone with the impression that the questioner raised an important issue. + +Try never to say, "I don't know" and leave it at that. When floored, consider instead saying, "I have no idea, but what about ..." and pushing the discussion in a new direction. This will make you look better, and it will enrich the discussion period itself. diff --git a/rel_ext.py b/rel_ext.py index 2b3adcb..6757f5e 100644 --- a/rel_ext.py +++ b/rel_ext.py @@ -8,8 +8,8 @@ from sklearn.metrics import precision_recall_fscore_support from sklearn.model_selection import train_test_split -__author__ = "Bill MacCartney" -__version__ = "CS224u, Stanford, Spring 2019" +__author__ = "Bill MacCartney and Christopher Potts" +__version__ = "CS224u, Stanford, Spring 2020" Example = namedtuple('Example', @@ -18,6 +18,25 @@ class Corpus(object): + """Class for representing and working with the raw text we use + as evidence for making relation predictions. + + Parameters + ---------- + src_filename_or_examples : str or list + If str, this is assumed to be the full path to the gzip file + that contains the examples to use. The method `read_examples` + is used to open it in that case. If this is a list, then it + should be a list of `Example` instances. + + Attributes + ---------- + examples_by_entities : dict + A 2d dictionary mapping `ex.entity_1` to a dict mapping entity + `ex.entity_2` to the full `Example` instance `ex`. This is + created by the method `_index_examples_by_entities`. + + """ def __init__(self, src_filename_or_examples): if isinstance(src_filename_or_examples, str): self.examples = self.read_examples(src_filename_or_examples) @@ -28,6 +47,21 @@ def __init__(self, src_filename_or_examples): @staticmethod def read_examples(src_filename): + """Read `src_filename`, assumed to be a `gzip` file with + tab-separated lines that can be turned into `Example` + instances. + + Parameters + ---------- + src_filename : str + Assumed to be the full path to the gzip file that contains + the examples. + + Returns + ------- + list of Example + + """ examples = [] with gzip.open(src_filename, mode='rt', encoding='utf8') as f: for line in f: @@ -36,6 +70,10 @@ def read_examples(src_filename): return examples def _index_examples_by_entities(self): + """Fill `examples_by_entities` as a 2d dictionary mapping + `ex.entity_1` to a dict mapping entity `ex.entity_2` to the + full `Example` instance `ex`. + """ for ex in self.examples: if ex.entity_1 not in self.examples_by_entities: self.examples_by_entities[ex.entity_1] = {} @@ -44,12 +82,18 @@ def _index_examples_by_entities(self): self.examples_by_entities[ex.entity_1][ex.entity_2].append(ex) def get_examples_for_entities(self, e1, e2): + """Given two entities `e1` and `e2` as strings, return + examples from `self.examples_by_entities`, as a list of + `Example` instances.""" try: return self.examples_by_entities[e1][e2] except KeyError: return [] def show_examples_for_pair(self, e1, e2): + """Given two entities `e1` and `e2` as strings, print out their + first `Example`, if there is one, otherwise print out a message + saying there are no Example instances relating `e1` to `e2`.""" exs = self.get_examples_for_entities(e1, e2) if exs: print('The first of {0:,} examples for {1:} and {2:} is:'.format( @@ -72,6 +116,32 @@ def __len__(self): class KB(object): + """Class for representing and working with the knowledge base. + + Parameters + ---------- + src_filename_or_triples : str or list + If str, this is assumed to be the full path to the gzip file + that contains the KB. The method `read_kb_triples` is used to + open it in that case. If this is a list, then it should be a + list of `KBTriple` instances. + + Attributes + ---------- + all_relations : list + Built by `_index_kb_triples_by_relation` as a list of str. + all_entity_pairs : list + Built by `_collect_all_entity_pairs`, as a sorted list of + (subject, object) tuples. + kb_triples_by_relation : dict + Built by `_index_kb_triples_by_relation`, as a dict mapping + relations (str) to `KBTriple` lists. + kb_triples_by_entities : dict + Built by `_index_kb_triples_by_entities`, as a dict mapping + relations subject (str) to dict mapping object (str) to + `KBTriple` lists. + + """ def __init__(self, src_filename_or_triples): if isinstance(src_filename_or_triples, str): self.kb_triples = self.read_kb_triples(src_filename_or_triples) @@ -87,6 +157,21 @@ def __init__(self, src_filename_or_triples): @staticmethod def read_kb_triples(src_filename): + """Read `src_filename`, assumed to be a `gzip` file with + tab-separated lines that can be turned into `KBTriple` + instances. + + Parameters + ---------- + src_filename : str + Assumed to be the full path to the gzip file that contains + the triples + + Returns + ------- + list of KBTriple + + """ kb_triples = [] with gzip.open(src_filename, mode='rt', encoding='utf8') as f: for line in f: @@ -116,12 +201,16 @@ def _index_kb_triples_by_entities(self): self.kb_triples_by_entities[kbt.sbj][kbt.obj].append(kbt) def get_triples_for_relation(self, rel): + """"Given a relation name (str), return all of the `KBTriple` + instances that involve it.""" try: return self.kb_triples_by_relation[rel] except KeyError: return [] def get_triples_for_entities(self, e1, e2): + """Given a pair of entities `e1` and `e2` (both str), return + all of the `KBTriple` instances that involve them.""" try: return self.kb_triples_by_entities[e1][e2] except KeyError: @@ -138,6 +227,14 @@ def __len__(self): class Dataset(object): + """Class for unifying a `Corpus` and a `KB`. + + Parameters + ---------- + corpus : `Corpus` + kb : `KB` + + """ def __init__(self, corpus, kb): self.corpus = corpus self.kb = kb @@ -154,6 +251,23 @@ def find_unrelated_pairs(self): return unrelated_pairs def featurize(self, kbts_by_rel, featurizers, vectorizer=None): + """Featurize by relation. + + Parameters + ---------- + kbts_by_rel : dict + A map from relation (str) to lists of `KBTriples`. + featurizers : list of func + Each function has to have the signature + `kbt, corpus, feature_counter`, where `kbt` is a `KBTriple`, + `corpus` is a `Corpus`, and `feature_counter` is a count + dictionary. + vectorizer : DictVectorizer or None: + If None, a new `DictVectorizer` is created and used via + `fit`. This is primarily for training. If not None, then + `transform` is used. This is primarily for testing. + + """ # Create feature counters for all instances (kbts). feat_counters_by_rel = defaultdict(list) for rel, kbts in kbts_by_rel.items(): @@ -178,10 +292,7 @@ def traverse_dicts(): feat_matrices_by_rel[rel] = vectorizer.transform(feat_counters) return feat_matrices_by_rel, vectorizer - def build_dataset(self, - include_positive=True, - sampling_rate=0.1, - seed=1): + def build_dataset(self, include_positive=True, sampling_rate=0.1, seed=1): unrelated_pairs = self.find_unrelated_pairs() random.seed(seed) unrelated_pairs = random.sample( diff --git a/rel_ext_01_task.ipynb b/rel_ext_01_task.ipynb index f837322..56ffd7f 100644 --- a/rel_ext_01_task.ipynb +++ b/rel_ext_01_task.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Relation extraction using distant supervision: Task definition" + "# Relation extraction using distant supervision: task definition" ] }, { @@ -13,8 +13,8 @@ "metadata": {}, "outputs": [], "source": [ - "__author__ = \"Bill MacCartney\"\n", - "__version__ = \"CS224U, Stanford, Spring 2019\"" + "__author__ = \"Bill MacCartney and Christopher Potts\"\n", + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { diff --git a/rel_ext_02_experiments.ipynb b/rel_ext_02_experiments.ipynb index 487ae0a..23df39d 100644 --- a/rel_ext_02_experiments.ipynb +++ b/rel_ext_02_experiments.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Relation extraction using distant supervision: Experiments" + "# Relation extraction using distant supervision: experiments" ] }, { @@ -13,8 +13,8 @@ "metadata": {}, "outputs": [], "source": [ - "__author__ = \"Bill MacCartney\"\n", - "__version__ = \"CS224U, Stanford, Spring 2019\"" + "__author__ = \"Bill MacCartney and Christopher Potts\"\n", + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { @@ -902,7 +902,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.8" + "version": "3.7.1" }, "widgets": { "state": {}, diff --git a/requirements.txt b/requirements.txt index b547a59..5b0f175 100644 --- a/requirements.txt +++ b/requirements.txt @@ -6,11 +6,11 @@ # numpy>=1.15.0 # scipy>=1.1.0 # matplotlib>=3.0.0 -# scikit-learn >= 0.20.0 +# scikit-learn>=0.20.0 # nltk>=3.4.0 # python-dateutil>=2.7.0 -# pytest==4.0.0 -# jupyter==1.0.0 +# pytest>=4.0.0 +# jupyter>=1.0.0 # ###################################################################### @@ -26,15 +26,13 @@ mittens>=0.1 # # If you're using Anaconda, we suggest # -# conda install -c pytorch pytorch +# conda install pytorch torchvision -c pytorch ###################################################################### -# Tensorflow is required. It should be installed via the instructions +# Tensorflow is very helpful for using `mittens`. If TensorFlow is not +# available, then `mittens` will resort to pure NumPy, which is much +# slower. Tensorflow should be installed via the instructions # provided by the TensorFlow team, which depend on your computing # environment: # # https://www.tensorflow.org/install/ -# -# If you're using Anaconda, we suggest -# -# conda install -c conda-forge tensorflow diff --git a/retrofitting.py b/retrofitting.py index 8d31e40..7e3e4af 100644 --- a/retrofitting.py +++ b/retrofitting.py @@ -5,7 +5,7 @@ import utils __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" class Retrofitter(object): diff --git a/setup.ipynb b/setup.ipynb index 360ccae..f8f2800 100644 --- a/setup.ipynb +++ b/setup.ipynb @@ -14,7 +14,7 @@ "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { @@ -38,7 +38,6 @@ " 1. [PyTorch](#PyTorch)\n", " 1. [TensorFlow](#TensorFlow)\n", " 1. [NLTK data](#NLTK-data)\n", - "1. [SippyCup](#SippyCup)\n", "1. [Jupyter notebooks](#Jupyter-notebooks)" ] }, @@ -135,13 +134,13 @@ "\n", "The PyTorch library has special installation instructions depending on your computing environment. For Anaconda users, we recommend\n", "\n", - "```conda install -c pytorch pytorch```\n", + "```conda install pytorch torchvision -c pytorch```\n", "\n", "For non-Anaconda users, or if you have a [CUDA-enabled GPU](https://developer.nvidia.com/cuda-gpus), we recommend following the instructions posted here:\n", "\n", "https://pytorch.org/get-started/locally/\n", "\n", - "For this course, you should be running at least version `1.0.0`:" + "For this course, you should be running at least version `1.3.0`:" ] }, { @@ -152,7 +151,7 @@ { "data": { "text/plain": [ - "'1.0.1.post2'" + "'1.3.0'" ] }, "execution_count": 2, @@ -172,15 +171,17 @@ "source": [ "### TensorFlow\n", "\n", - "TensorFlow installation, with Anaconda or another environment, can be done with\n", + "We won't work too much with TensorFlow in this course, but the `mittens` package, which implements `GloVe`, will be much faster if TensorFlow is available. \n", + "\n", + "To install TensorFlow, with Anaconda or another environment:\n", "\n", "```pip install tensorflow```\n", "\n", - "Note that if you have a CUDA-enabled GPU you should do instead\n", + "If you have a CUDA-enabled GPU, you should instead do\n", "\n", "```pip install tensorflow-gpu```\n", "\n", - "If you're using an older version of Anaconda, you might be better off with \n", + "If you're using an older version of Anaconda, you might be better off with\n", "\n", "```conda install -c conda-forge tensorflow```\n", "\n", @@ -188,29 +189,7 @@ "\n", "https://www.tensorflow.org/install/\n", "\n", - "For this course, you should be running at least version `1.13.0`:" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'1.13.1'" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import tensorflow\n", - "\n", - "tensorflow.__version__" + "For this course, you should be running at least version 1.13.0." ] }, { @@ -222,15 +201,6 @@ "Anaconda comes with NLTK but not with its data distribution. To install that, open a Python interpreter and run `import nltk; nltk.download()`. If you decide to download the data to a different directory than the default, then you'll have to set `NLTK_DATA` in your shell profile. (If that doesn't make sense to you, then we recommend choosing the default download directory!)" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## SippyCup\n", - "\n", - "Our semantic parsing library is [SippyCup](https://github.com/wcmac/sippycup). Clone this repository for local use. We'll help you get set up to use it as part of the semantic parsing unit." - ] - }, { "cell_type": "markdown", "metadata": {}, diff --git a/sst.py b/sst.py index 9615c75..e20f71f 100644 --- a/sst.py +++ b/sst.py @@ -12,7 +12,7 @@ import utils __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" def sentiment_treebank_reader(src_filename, class_func=None): diff --git a/sst_01_overview.ipynb b/sst_01_overview.ipynb index 84df759..1d421a2 100644 --- a/sst_01_overview.ipynb +++ b/sst_01_overview.ipynb @@ -8,7 +8,7 @@ } }, "source": [ - "# Supervised sentiment: Overview of the Stanford Sentiment Treebank" + "# Supervised sentiment: overview of the Stanford Sentiment Treebank" ] }, { @@ -18,7 +18,7 @@ "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { diff --git a/sst_02_hand_built_features.ipynb b/sst_02_hand_built_features.ipynb index b46a3ee..5d03d2f 100644 --- a/sst_02_hand_built_features.ipynb +++ b/sst_02_hand_built_features.ipynb @@ -8,7 +8,7 @@ } }, "source": [ - "# Supervised sentiment: Hand-built feature functions" + "# Supervised sentiment: hand-built feature functions" ] }, { @@ -18,7 +18,7 @@ "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { @@ -482,13 +482,13 @@ "text": [ " precision recall f1-score support\n", "\n", - " negative 0.617 0.685 0.649 1006\n", - " neutral 0.284 0.128 0.176 477\n", - " positive 0.660 0.752 0.703 1081\n", + " negative 0.625 0.689 0.656 985\n", + " neutral 0.312 0.143 0.196 484\n", + " positive 0.657 0.754 0.702 1095\n", "\n", - " micro avg 0.610 0.610 0.610 2564\n", - " macro avg 0.520 0.522 0.509 2564\n", - "weighted avg 0.573 0.610 0.584 2564\n", + " micro avg 0.614 0.614 0.614 2564\n", + " macro avg 0.532 0.529 0.518 2564\n", + "weighted avg 0.580 0.614 0.589 2564\n", "\n" ] } @@ -583,13 +583,13 @@ "text": [ " precision recall f1-score support\n", "\n", - " negative 0.583 0.745 0.654 428\n", - " neutral 0.329 0.214 0.259 229\n", - " positive 0.677 0.617 0.645 444\n", + " negative 0.599 0.699 0.645 428\n", + " neutral 0.351 0.258 0.297 229\n", + " positive 0.673 0.658 0.665 444\n", "\n", - " micro avg 0.583 0.583 0.583 1101\n", - " macro avg 0.530 0.525 0.520 1101\n", - "weighted avg 0.568 0.583 0.569 1101\n", + " micro avg 0.590 0.590 0.590 1101\n", + " macro avg 0.541 0.538 0.536 1101\n", + "weighted avg 0.577 0.590 0.581 1101\n", "\n" ] } @@ -688,7 +688,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Finished epoch 100 of 100; error is 0.00021766897043562494" + "Finished epoch 100 of 100; error is 0.00022084528973209672" ] }, { @@ -697,12 +697,12 @@ "text": [ " precision recall f1-score support\n", "\n", - " negative 0.746 0.721 0.733 971\n", - " positive 0.762 0.785 0.773 1105\n", + " negative 0.752 0.709 0.730 990\n", + " positive 0.748 0.787 0.767 1086\n", "\n", - " micro avg 0.755 0.755 0.755 2076\n", - " macro avg 0.754 0.753 0.753 2076\n", - "weighted avg 0.755 0.755 0.755 2076\n", + " micro avg 0.750 0.750 0.750 2076\n", + " macro avg 0.750 0.748 0.749 2076\n", + "weighted avg 0.750 0.750 0.749 2076\n", "\n" ] } @@ -768,7 +768,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Finished epoch 100 of 100; error is 0.0819754758849746" + "Finished epoch 100 of 100; error is 0.07709490414708853" ] }, { @@ -777,12 +777,12 @@ "text": [ " precision recall f1-score support\n", "\n", - " negative 0.763 0.734 0.748 978\n", - " positive 0.771 0.797 0.784 1098\n", + " negative 0.776 0.732 0.753 1011\n", + " positive 0.758 0.799 0.778 1065\n", "\n", - " micro avg 0.767 0.767 0.767 2076\n", + " micro avg 0.766 0.766 0.766 2076\n", " macro avg 0.767 0.766 0.766 2076\n", - "weighted avg 0.767 0.767 0.767 2076\n", + "weighted avg 0.767 0.766 0.766 2076\n", "\n" ] } @@ -900,16 +900,16 @@ "output_type": "stream", "text": [ "Best params: {'C': 3.0, 'fit_intercept': False, 'penalty': 'l2'}\n", - "Best score: 0.517\n", + "Best score: 0.509\n", " precision recall f1-score support\n", "\n", - " negative 0.624 0.649 0.636 1031\n", - " neutral 0.247 0.150 0.187 472\n", - " positive 0.646 0.733 0.687 1061\n", + " negative 0.631 0.674 0.652 1022\n", + " neutral 0.270 0.182 0.218 456\n", + " positive 0.683 0.733 0.707 1086\n", "\n", - " micro avg 0.592 0.592 0.592 2564\n", - " macro avg 0.506 0.511 0.503 2564\n", - "weighted avg 0.564 0.592 0.574 2564\n", + " micro avg 0.612 0.612 0.612 2564\n", + " macro avg 0.528 0.530 0.526 2564\n", + "weighted avg 0.589 0.612 0.598 2564\n", "\n" ] } @@ -965,16 +965,16 @@ "output_type": "stream", "text": [ "Best params: {'eta': 0.1, 'max_iter': 10}\n", - "Best score: 0.495\n", + "Best score: 0.486\n", " precision recall f1-score support\n", "\n", - " negative 0.625 0.566 0.594 1000\n", - " neutral 0.243 0.267 0.255 475\n", - " positive 0.654 0.682 0.668 1089\n", + " negative 0.569 0.633 0.599 971\n", + " neutral 0.280 0.252 0.265 503\n", + " positive 0.671 0.633 0.651 1090\n", "\n", - " micro avg 0.560 0.560 0.560 2564\n", - " macro avg 0.507 0.505 0.506 2564\n", - "weighted avg 0.567 0.560 0.562 2564\n", + " micro avg 0.559 0.559 0.559 2564\n", + " macro avg 0.506 0.506 0.505 2564\n", + "weighted avg 0.555 0.559 0.556 2564\n", "\n" ] } @@ -1030,9 +1030,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Model 1 mean: 0.515\n", - "Model 2 mean: 0.510\n", - "p = 0.241\n" + "Model 1 mean: 0.512\n", + "Model 2 mean: 0.507\n", + "p = 0.386\n" ] } ], @@ -1085,7 +1085,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "McNemar's test: 287.56 (p < 0.0001)\n" + "McNemar's test: 304.01 (p < 0.0001)\n" ] } ], diff --git a/sst_03_neural_networks.ipynb b/sst_03_neural_networks.ipynb index fdad85c..f2c9a29 100644 --- a/sst_03_neural_networks.ipynb +++ b/sst_03_neural_networks.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Supervised sentiment: Dense feature representations and neural networks" + "# Supervised sentiment: dense feature representations and neural networks" ] }, { @@ -14,7 +14,7 @@ "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { @@ -33,13 +33,12 @@ " 1. [RNN dataset preparation](#RNN-dataset-preparation)\n", " 1. [Vocabulary for the embedding](#Vocabulary-for-the-embedding)\n", " 1. [Pure NumPy RNN implementation](#Pure-NumPy-RNN-implementation)\n", - " 1. [PyTorch implementation](#PyTorch-implementation)\n", - " 1. [TensorFlow implementation](#TensorFlow-implementation)\n", + " 1. [PyTorch implementation](#PyTorch-implementation) \n", " 1. [Pretrained embeddings](#Pretrained-embeddings)\n", "1. [Tree-structured neural networks](#Tree-structured-neural-networks)\n", " 1. [TreeNN dataset preparation](#TreeNN-dataset-preparation)\n", " 1. [Pure NumPy TreeNN implementation](#Pure-NumPy-TreeNN-implementation)\n", - " 1. [Torch TreeNN implementation](#Torch-TreeNN-implementation)\n", + " 1. [PyTorch TreeNN implementation](#PyTorch-TreeNN-implementation)\n", " 1. [Subtree supervision](#Subtree-supervision)" ] }, @@ -78,18 +77,12 @@ "import numpy as np\n", "import os\n", "import pandas as pd\n", - "import random\n", "from np_rnn_classifier import RNNClassifier\n", "from np_tree_nn import TreeNN\n", "from sklearn.linear_model import LogisticRegression\n", "from sklearn.metrics import classification_report\n", - "import tensorflow as tf\n", - "from tf_rnn_classifier import TfRNNClassifier\n", - "import torch\n", - "import torch.nn as nn\n", "from torch_rnn_classifier import TorchRNNClassifier\n", "from torch_tree_nn import TorchTreeNN\n", - "from torch_subtree_nn import TorchSubtreeNN\n", "import sst\n", "import vsm\n", "import utils" @@ -100,18 +93,6 @@ "execution_count": 3, "metadata": {}, "outputs": [], - "source": [ - "# This will limit the TensorFlow log messages to just those\n", - "# that track traing progress.\n", - "\n", - "utils.tf_train_progress_logging()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], "source": [ "DATE_HOME = 'data'\n", "\n", @@ -137,7 +118,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -161,7 +142,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -171,7 +152,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -206,7 +187,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -216,7 +197,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -225,13 +206,13 @@ "text": [ " precision recall f1-score support\n", "\n", - " negative 0.612 0.715 0.660 991\n", - " neutral 0.322 0.076 0.122 490\n", - " positive 0.659 0.785 0.716 1083\n", + " negative 0.603 0.725 0.658 1000\n", + " neutral 0.336 0.086 0.137 502\n", + " positive 0.655 0.760 0.703 1062\n", "\n", - " micro avg 0.622 0.622 0.622 2564\n", - " macro avg 0.531 0.525 0.499 2564\n", - "weighted avg 0.576 0.622 0.581 2564\n", + " micro avg 0.614 0.614 0.614 2564\n", + " macro avg 0.531 0.524 0.499 2564\n", + "weighted avg 0.572 0.614 0.575 2564\n", "\n" ] } @@ -256,7 +237,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -266,7 +247,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -275,7 +256,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -284,7 +265,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -293,7 +274,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -303,7 +284,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -312,13 +293,13 @@ "text": [ " precision recall f1-score support\n", "\n", - " negative 0.591 0.716 0.648 1018\n", - " neutral 0.214 0.006 0.012 495\n", - " positive 0.617 0.774 0.687 1051\n", + " negative 0.593 0.726 0.652 991\n", + " neutral 0.500 0.004 0.008 501\n", + " positive 0.624 0.785 0.695 1072\n", "\n", - " micro avg 0.603 0.603 0.603 2564\n", - " macro avg 0.474 0.499 0.449 2564\n", - "weighted avg 0.529 0.603 0.541 2564\n", + " micro avg 0.609 0.609 0.609 2564\n", + " macro avg 0.572 0.505 0.452 2564\n", + "weighted avg 0.588 0.609 0.544 2564\n", "\n" ] } @@ -382,7 +363,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -399,7 +380,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -408,7 +389,7 @@ "['The', 'Rock', 'is', 'destined', 'to', 'be']" ] }, - "execution_count": 6, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -426,7 +407,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -435,7 +416,7 @@ "'positive'" ] }, - "execution_count": 7, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -453,7 +434,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -482,7 +463,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -491,7 +472,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -515,7 +496,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -533,7 +514,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -548,21 +529,21 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Finished epoch 50 of 50; error is 15.908830618217432" + "Finished epoch 50 of 50; error is 1.7897573516736358" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 4min 7s, sys: 332 ms, total: 4min 7s\n", + "CPU times: user 4min 6s, sys: 501 ms, total: 4min 6s\n", "Wall time: 4min 7s\n" ] } @@ -573,7 +554,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 24, "metadata": {}, "outputs": [], "source": [ @@ -582,7 +563,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -591,13 +572,13 @@ "text": [ " precision recall f1-score support\n", "\n", - " negative 0.34 0.29 0.31 428\n", - " neutral 0.25 0.34 0.29 229\n", - " positive 0.41 0.40 0.40 444\n", + " negative 0.38 0.36 0.37 428\n", + " neutral 0.25 0.09 0.13 229\n", + " positive 0.41 0.55 0.47 444\n", "\n", - " micro avg 0.34 0.34 0.34 1101\n", - " macro avg 0.33 0.34 0.33 1101\n", - "weighted avg 0.35 0.34 0.34 1101\n", + " micro avg 0.38 0.38 0.38 1101\n", + " macro avg 0.34 0.34 0.32 1101\n", + "weighted avg 0.36 0.38 0.36 1101\n", "\n" ] } @@ -617,7 +598,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 26, "metadata": {}, "outputs": [], "source": [ @@ -631,22 +612,22 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Finished epoch 50 of 50; error is 0.21702845860272646" + "Finished epoch 50 of 50; error is 0.95347809791564946" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 11min 30s, sys: 2min 33s, total: 14min 4s\n", - "Wall time: 2min 26s\n" + "CPU times: user 16min 23s, sys: 3min 17s, total: 19min 41s\n", + "Wall time: 3min 49s\n" ] } ], @@ -656,7 +637,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 28, "metadata": {}, "outputs": [], "source": [ @@ -665,7 +646,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 29, "metadata": {}, "outputs": [ { @@ -674,13 +655,13 @@ "text": [ " precision recall f1-score support\n", "\n", - " negative 0.58 0.61 0.59 428\n", - " neutral 0.21 0.17 0.19 229\n", - " positive 0.59 0.61 0.60 444\n", + " negative 0.55 0.61 0.58 428\n", + " neutral 0.25 0.27 0.26 229\n", + " positive 0.64 0.56 0.60 444\n", "\n", " micro avg 0.52 0.52 0.52 1101\n", - " macro avg 0.46 0.46 0.46 1101\n", - "weighted avg 0.51 0.52 0.51 1101\n", + " macro avg 0.48 0.48 0.48 1101\n", + "weighted avg 0.53 0.52 0.52 1101\n", "\n" ] } @@ -689,95 +670,6 @@ "print(classification_report(y_rnn_dev, torch_rnn_dev_predictions))" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### TensorFlow implementation\n", - "\n", - "This has a very similar interface to the above implementations. It's generally faster than both of them, but you might find TensorFlow to be more challenging when it comes to debugging new architectures." - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [], - "source": [ - "tf_rnn = TfRNNClassifier(\n", - " sst_train_vocab,\n", - " embedding=None,\n", - " embed_dim=50,\n", - " hidden_dim=50,\n", - " hidden_activation=tf.nn.tanh,\n", - " cell_class=tf.nn.rnn_cell.LSTMCell,\n", - " train_embedding=True,\n", - " max_iter=50,\n", - " eta=0.05)" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "WARNING:tensorflow:From /Applications/anaconda3/envs/nlu/lib/python3.7/site-packages/tensorflow/python/ops/losses/losses_impl.py:209: to_float (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.\n", - "Instructions for updating:\n", - "Use tf.cast instead.\n", - "INFO:tensorflow:loss = 1.0981584, step = 1\n", - "INFO:tensorflow:loss = 0.02402336, step = 101 (27.944 sec)\n", - "INFO:tensorflow:loss = 0.013917241, step = 201 (27.987 sec)\n", - "INFO:tensorflow:loss = 0.0017507431, step = 301 (27.898 sec)\n", - "INFO:tensorflow:loss = 0.00930609, step = 401 (27.060 sec)\n", - "INFO:tensorflow:Loss for final step: 0.038237844.\n", - "CPU times: user 4min 26s, sys: 1min 12s, total: 5min 39s\n", - "Wall time: 1min 56s\n" - ] - } - ], - "source": [ - "%time _ = tf_rnn.fit(X_rnn_train, y_rnn_train)" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [], - "source": [ - "tf_rnn_dev_predictions = tf_rnn.predict(X_rnn_dev)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " precision recall f1-score support\n", - "\n", - " negative 0.61 0.60 0.60 428\n", - " neutral 0.25 0.23 0.24 229\n", - " positive 0.62 0.65 0.63 444\n", - "\n", - " micro avg 0.54 0.54 0.54 1101\n", - " macro avg 0.49 0.49 0.49 1101\n", - "weighted avg 0.54 0.54 0.54 1101\n", - "\n" - ] - } - ], - "source": [ - "print(classification_report(y_rnn_dev, tf_rnn_dev_predictions))" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -794,7 +686,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ @@ -811,7 +703,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -825,22 +717,22 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Finished epoch 50 of 50; error is 3.2841555774211884" + "Finished epoch 50 of 50; error is 2.0209896713495255" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 8min 52s, sys: 2min 27s, total: 11min 19s\n", - "Wall time: 1min 58s\n" + "CPU times: user 14min 41s, sys: 3min 20s, total: 18min 1s\n", + "Wall time: 3min 16s\n" ] } ], @@ -850,7 +742,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ @@ -859,7 +751,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -868,13 +760,13 @@ "text": [ " precision recall f1-score support\n", "\n", - " negative 0.64 0.59 0.62 428\n", - " neutral 0.29 0.22 0.25 229\n", - " positive 0.62 0.74 0.67 444\n", + " negative 0.56 0.61 0.58 428\n", + " neutral 0.24 0.20 0.22 229\n", + " positive 0.63 0.64 0.64 444\n", "\n", - " micro avg 0.57 0.57 0.57 1101\n", - " macro avg 0.52 0.52 0.51 1101\n", - "weighted avg 0.56 0.57 0.56 1101\n", + " micro avg 0.53 0.53 0.53 1101\n", + " macro avg 0.48 0.48 0.48 1101\n", + "weighted avg 0.52 0.53 0.53 1101\n", "\n" ] } @@ -915,7 +807,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 35, "metadata": {}, "outputs": [], "source": [ @@ -924,7 +816,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 36, "metadata": {}, "outputs": [ { @@ -934,7 +826,7 @@ "Tree('positive', [Tree('neutral', [Tree('neutral', ['The']), Tree('neutral', ['Rock'])]), Tree('positive', [Tree('positive', [Tree('neutral', ['is']), Tree('positive', [Tree('neutral', ['destined']), Tree('neutral', [Tree('neutral', [Tree('neutral', [Tree('neutral', [Tree('neutral', ['to']), Tree('neutral', [Tree('neutral', ['be']), Tree('neutral', [Tree('neutral', ['the']), Tree('neutral', [Tree('neutral', ['21st']), Tree('neutral', [Tree('neutral', [Tree('neutral', ['Century']), Tree('neutral', [\"'s\"])]), Tree('neutral', [Tree('positive', ['new']), Tree('neutral', [Tree('neutral', ['``']), Tree('neutral', ['Conan'])])])])])])])]), Tree('neutral', [\"''\"])]), Tree('neutral', ['and'])]), Tree('positive', [Tree('neutral', ['that']), Tree('positive', [Tree('neutral', ['he']), Tree('positive', [Tree('neutral', [\"'s\"]), Tree('positive', [Tree('neutral', ['going']), Tree('positive', [Tree('neutral', ['to']), Tree('positive', [Tree('positive', [Tree('neutral', ['make']), Tree('positive', [Tree('positive', [Tree('neutral', ['a']), Tree('positive', ['splash'])]), Tree('neutral', [Tree('neutral', ['even']), Tree('positive', ['greater'])])])]), Tree('neutral', [Tree('neutral', ['than']), Tree('neutral', [Tree('neutral', [Tree('neutral', [Tree('neutral', [Tree('negative', [Tree('neutral', ['Arnold']), Tree('neutral', ['Schwarzenegger'])]), Tree('neutral', [','])]), Tree('neutral', [Tree('neutral', ['Jean-Claud']), Tree('neutral', [Tree('neutral', ['Van']), Tree('neutral', ['Damme'])])])]), Tree('neutral', ['or'])]), Tree('neutral', [Tree('neutral', ['Steven']), Tree('neutral', ['Segal'])])])])])])])])])])])])]), Tree('neutral', ['.'])])])" ] }, - "execution_count": 16, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" } @@ -945,7 +837,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 37, "metadata": {}, "outputs": [], "source": [ @@ -964,7 +856,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 38, "metadata": {}, "outputs": [], "source": [ @@ -985,7 +877,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 39, "metadata": { "scrolled": true }, @@ -994,15 +886,15 @@ "name": "stderr", "output_type": "stream", "text": [ - "Finished epoch 10 of 10; error is 9.031078368143927" + "Finished epoch 10 of 10; error is 9.251045957898008" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 27min 40s, sys: 4.74 s, total: 27min 45s\n", - "Wall time: 7min 9s\n" + "CPU times: user 24min 58s, sys: 2min 59s, total: 27min 57s\n", + "Wall time: 7min 3s\n" ] } ], @@ -1012,7 +904,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 40, "metadata": {}, "outputs": [], "source": [ @@ -1021,7 +913,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 41, "metadata": {}, "outputs": [ { @@ -1030,13 +922,13 @@ "text": [ " precision recall f1-score support\n", "\n", - " negative 0.39 0.20 0.27 428\n", - " neutral 0.20 0.39 0.27 229\n", - " positive 0.40 0.39 0.39 444\n", + " negative 0.39 0.76 0.52 428\n", + " neutral 0.50 0.01 0.03 229\n", + " positive 0.40 0.23 0.29 444\n", "\n", - " micro avg 0.32 0.32 0.32 1101\n", - " macro avg 0.33 0.33 0.31 1101\n", - "weighted avg 0.35 0.32 0.32 1101\n", + " micro avg 0.39 0.39 0.39 1101\n", + " macro avg 0.43 0.34 0.28 1101\n", + "weighted avg 0.42 0.39 0.32 1101\n", "\n" ] } @@ -1049,12 +941,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Torch TreeNN implementation" + "### PyTorch TreeNN implementation" ] }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 42, "metadata": {}, "outputs": [], "source": [ @@ -1068,22 +960,22 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 43, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Finished epoch 10 of 10; error is 93838.61479759216" + "Finished epoch 10 of 10; error is 14.051566059541422" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 1h 30s, sys: 11min 14s, total: 1h 11min 45s\n", - "Wall time: 10min 32s\n" + "CPU times: user 41min 14s, sys: 8min 32s, total: 49min 46s\n", + "Wall time: 7min 19s\n" ] } ], @@ -1093,7 +985,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 44, "metadata": {}, "outputs": [], "source": [ @@ -1102,7 +994,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 45, "metadata": {}, "outputs": [ { @@ -1111,13 +1003,13 @@ "text": [ " precision recall f1-score support\n", "\n", - " negative 0.36 0.25 0.30 428\n", - " neutral 0.50 0.01 0.03 229\n", - " positive 0.40 0.73 0.52 444\n", + " negative 0.38 0.60 0.47 428\n", + " neutral 0.24 0.07 0.11 229\n", + " positive 0.40 0.33 0.36 444\n", "\n", - " micro avg 0.39 0.39 0.39 1101\n", - " macro avg 0.42 0.33 0.28 1101\n", - "weighted avg 0.41 0.39 0.33 1101\n", + " micro avg 0.38 0.38 0.38 1101\n", + " macro avg 0.34 0.33 0.31 1101\n", + "weighted avg 0.36 0.38 0.35 1101\n", "\n" ] } @@ -1136,9 +1028,7 @@ "\n", "It is fairly easy to extend `TorchTreeNN` to learn from these additional labels. The key change is that the recursive interpretation function has to gather all of the node representations and their true labels and pass these to the loss function:\n", "\n", - "\n", - "\n", - "This model is implemented in `torch_subtree_nn.py`, which uses `TorchTreeNN` and `TorchTreeNNModel` to create this variant. This version should also help pave the way to other subclasses of `TorchTreeNN` that you might want to build." + "" ] } ], @@ -1158,7 +1048,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.7.1" }, "widgets": { "state": {}, diff --git a/test/test_models.py b/test/test_models.py index 5094fb5..c3fb20b 100644 --- a/test/test_models.py +++ b/test/test_models.py @@ -6,7 +6,6 @@ from sklearn.model_selection import train_test_split from sklearn.metrics import accuracy_score import string -import tensorflow as tf import torch.nn as nn import utils @@ -16,18 +15,16 @@ import np_autoencoder import np_tree_nn -import tf_shallow_neural_classifier -import tf_rnn_classifier -import tf_autoencoder - import torch_shallow_neural_classifier import torch_rnn_classifier import torch_autoencoder import torch_tree_nn -import torch_subtree_nn __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" + + +utils.fix_random_seeds() @pytest.fixture @@ -119,7 +116,7 @@ def test_np_shallow_neural_classifier(XOR): def test_np_shallow_neural_classifier_simple_example(): acc = np_shallow_neural_classifier.simple_example() - assert acc >= 0.90 + assert acc >= 0.88 def test_torch_shallow_neural_classifier(XOR): @@ -155,26 +152,6 @@ def test_torch_shallow_neural_classifier_incremental(XOR): assert all(len(v)==len(X) for v in model.dev_predictions.values()) -def test_tf_shallow_neural_classifier(XOR): - """Just makes sure that this code will run; it doesn't check that - it is creating good models. - """ - X, y = XOR - model = tf_shallow_neural_classifier.TfShallowNeuralClassifier( - hidden_dim=4, - hidden_activation=tf.nn.tanh, - max_iter=100, - eta=0.01) - model.fit(X, y) - model.predict(X) - model.predict_proba(X) - - -def test_tf_shallow_neural_classifier_simple_example(): - acc = tf_shallow_neural_classifier.simple_example() - assert acc >= 0.90 - - def test_np_rnn_classifier(X_sequence): """Just makes sure that this code will run; it doesn't check that it is creating good models. @@ -252,36 +229,6 @@ def test_torch_rnn_classifier_simple_example(initial_embedding, use_embedding): torch_rnn_classifier.simple_example(initial_embedding) -def test_tf_rnn_classifier(X_sequence): - """Just makes sure that this code will run; it doesn't check that - it is creating good models. - """ - train, test, vocab = X_sequence - mod = tf_rnn_classifier.TfRNNClassifier( - vocab=vocab, max_iter=100) - X, y = zip(*train) - X_test, _ = zip(*test) - mod.fit(X, y) - mod.predict(X_test) - mod.predict_proba(X_test) - - -def test_tf_rnn_classifier_cheese_disease(cheese_disease_dataset): - mod = tf_rnn_classifier.TfRNNClassifier( - vocab=cheese_disease_dataset['vocab'], - embed_dim=20, - hidden_dim=20, - max_iter=20) - mod.fit(cheese_disease_dataset['X_train'], cheese_disease_dataset['y_train']) - pred = mod.predict(cheese_disease_dataset['X_test']) - assert accuracy_score(cheese_disease_dataset['y_test'], pred) > 0.80 - - -@pytest.mark.parametrize("initial_embedding", [True, False]) -def test_tf_rnn_classifier_simple_example(initial_embedding): - tf_rnn_classifier.simple_example(initial_embedding) - - @pytest.mark.parametrize("pandas", [True, False]) def test_np_autoencoder(pandas): """Just makes sure that this code will run; it doesn't check that @@ -311,20 +258,6 @@ def test_torch_autoencoder(pandas): H_is_pandas = isinstance(H, pd.DataFrame) assert H_is_pandas == pandas -@pytest.mark.parametrize("pandas", [True, False]) -def test_tf_autoencoder(pandas): - """Just makes sure that this code will run; it doesn't check that - it is creating good models. - """ - X = utils.randmatrix(20, 50) - if pandas: - X = pd.DataFrame(X) - ae = tf_autoencoder.TfAutoencoder(hidden_dim=5, max_iter=100) - H = ae.fit(X) - ae.predict(X) - H_is_pandas = isinstance(H, pd.DataFrame) - assert H_is_pandas == pandas - def test_np_autoencoder_simple_example(): mse = np_autoencoder.simple_example() @@ -335,10 +268,6 @@ def test_torch_autoencoder_simple_example(): mse = torch_autoencoder.simple_example() assert mse < 0.0001 -def test_tf_autoencoder_simple_example(): - mse = tf_autoencoder.simple_example() - assert mse < 0.0001 - def test_np_tree_nn_simple_example(): np_tree_nn.simple_example() @@ -363,29 +292,6 @@ def test_torch_tree_nn_incremental(X_tree): assert all(len(v)==len(X) for v in model.dev_predictions.values()) -def test_torch_subtree_nn_simple_example(): - torch_subtree_nn.simple_example() - - -@pytest.mark.parametrize("tree", [ - "(special 1)", - "(special 2)", - "(special (odd 1))", - "(special (even 2))", - "(special (odd 1) (neutral (neutral +) (odd 1)))" -]) -def test_subtree_supervision_root_label_alignment(tree): - tree = Tree.fromstring(tree) - model = torch_subtree_nn.TorchSubtreeNNModel( - vocab=["1", "+", "2", "$UNK"], - embed_dim=5, - embedding=None, - output_dim=2, - hidden_activation=nn.Tanh()) - reps, labels = model.interpret(tree, reps=[], labels=[]) - assert labels[-1] == 'special' - - def test_sgd_classifier(): acc = np_sgd_classifier.simple_example() assert acc >= 0.89 @@ -413,11 +319,6 @@ def test_sgd_classifier(): 'bidirectional': False } ], - [ - tf_rnn_classifier.TfRNNClassifier( - vocab=[], max_iter=10, hidden_dim=5, eta=0.1), - {'hidden_dim': 10, 'eta': 1.0, 'max_iter': 100} - ], [ np_tree_nn.TreeNN( vocab=[], max_iter=10, hidden_dim=5, eta=0.1), @@ -470,26 +371,6 @@ def test_sgd_classifier(): 'max_iter': 10, 'eta': 0.1 } - ], - [ - tf_shallow_neural_classifier.TfShallowNeuralClassifier( - hidden_dim=5, hidden_activation=tf.nn.tanh, max_iter=1, eta=1.0), - { - 'hidden_dim': 10, - 'hidden_activation': tf.nn.relu, - 'max_iter': 10, - 'eta': 0.1 - } - ], - [ - tf_autoencoder.TfAutoencoder( - hidden_dim=5, hidden_activation=tf.nn.tanh, max_iter=1, eta=1.0), - { - 'hidden_dim': 10, - 'hidden_activation': tf.nn.relu, - 'max_iter': 10, - 'eta': 0.1 - } ] ]) def test_parameter_setting(model, params): @@ -500,8 +381,7 @@ def test_parameter_setting(model, params): @pytest.mark.parametrize("model_class", [ np_rnn_classifier.RNNClassifier, - torch_rnn_classifier.TorchRNNClassifier, - tf_rnn_classifier.TfRNNClassifier + torch_rnn_classifier.TorchRNNClassifier ]) def test_rnn_classifier_cross_validation(model_class, X_sequence): train, test, vocab = X_sequence diff --git a/test/test_nli.py b/test/test_nli.py index 211d3dc..94a9482 100644 --- a/test/test_nli.py +++ b/test/test_nli.py @@ -8,7 +8,7 @@ from torch_shallow_neural_classifier import TorchShallowNeuralClassifier __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" @pytest.fixture diff --git a/test/test_np_model_gradients.py b/test/test_np_model_gradients.py index b8b0c1f..d04637e 100644 --- a/test/test_np_model_gradients.py +++ b/test/test_np_model_gradients.py @@ -7,6 +7,9 @@ import pytest import utils +__author__ = "Christopher Potts" +__version__ = "CS224u, Stanford, Spring 2020" + class GradientCheckError(Exception): """Raised if a gradient check fails.""" diff --git a/test/test_rel_ext.py b/test/test_rel_ext.py index bdbe813..0ac33c0 100644 --- a/test/test_rel_ext.py +++ b/test/test_rel_ext.py @@ -3,7 +3,7 @@ import rel_ext __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" @pytest.fixture diff --git a/test/test_retrofitting.py b/test/test_retrofitting.py index f41ee7c..cca6722 100644 --- a/test/test_retrofitting.py +++ b/test/test_retrofitting.py @@ -5,7 +5,7 @@ from retrofitting import Retrofitter __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" @pytest.fixture diff --git a/test/test_sst.py b/test/test_sst.py index a00d8f8..984bb3b 100644 --- a/test/test_sst.py +++ b/test/test_sst.py @@ -6,7 +6,7 @@ import pytest __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" sst_home = os.path.join('data', 'trees') diff --git a/test/test_utils.py b/test/test_utils.py index f3f1d31..476ca5d 100644 --- a/test/test_utils.py +++ b/test/test_utils.py @@ -2,12 +2,11 @@ import os import pytest import random -import tensorflow as tf import torch import utils __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" tf.enable_eager_execution() @@ -101,12 +100,3 @@ def test_fix_random_seeds_pytorch(set_value): utils.fix_random_seeds(seed=42, set_torch=set_value) y = torch.rand(1) assert (x == y) == set_value - - -@pytest.mark.parametrize("set_value", [True, False]) -def test_fix_random_seeds_tensorflow(set_value): - utils.fix_random_seeds(seed=42, set_tensorflow=set_value) - x = tf.random.uniform([1]).numpy() - utils.fix_random_seeds(seed=42, set_tensorflow=set_value) - y = tf.random.uniform([1]).numpy() - assert (x == y) == set_value diff --git a/test/test_vsm.py b/test/test_vsm.py index d2271e0..7e58d86 100644 --- a/test/test_vsm.py +++ b/test/test_vsm.py @@ -3,6 +3,9 @@ import pytest import vsm +__author__ = "Christopher Potts" +__version__ = "CS224u, Stanford, Spring 2020" + @pytest.fixture def df(): diff --git a/tf_autoencoder.py b/tf_autoencoder.py deleted file mode 100644 index 5572daa..0000000 --- a/tf_autoencoder.py +++ /dev/null @@ -1,105 +0,0 @@ -import numpy as np -import pandas as pd -import tensorflow as tf -from tf_model_base import TfModelBase - -__author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" - - -class TfAutoencoder(TfModelBase): - def __init__(self, **kwargs): - super(TfAutoencoder, self).__init__(**kwargs) - - def fit(self, X): - self.output_dim_ = X.shape[1] - self.input_dim_ = X.shape[1] - self.estimator = tf.estimator.Estimator( - model_fn=self._model_fn, - model_dir=self.model_dir) - input_fn = lambda: self._train_input_fn(X) - self.estimator.train(input_fn) - # Hidden representations: - hidden_input_fn = lambda: self._test_input_fn(X) - H = np.array([x['hidden'] for x in self.estimator.predict(hidden_input_fn)]) - if isinstance(X, pd.DataFrame): - H = pd.DataFrame(H, index=X.index) - return H - - def _train_input_fn(self, X): - dataset = tf.data.Dataset.from_tensor_slices(({'X': X}, {'y':X})) - dataset = (dataset - .shuffle(X.shape[0]) - .repeat(self.max_iter) - .batch(self.batch_size)) - return dataset - - def _test_input_fn(self, X): - dataset = tf.data.Dataset.from_tensor_slices({'X': X}) - dataset = dataset.batch(X.shape[0]) - return dataset - - def _model_fn(self, features, labels, mode): - features = features['X'] - # Graph: - hidden = tf.layers.dense( - features, - self.hidden_dim, - activation=self.hidden_activation) - preds = tf.layers.dense( - hidden, - self.output_dim_) - # Predicting: - if mode == tf.estimator.ModeKeys.PREDICT: - results = {'hidden': hidden, 'pred': preds} - return tf.estimator.EstimatorSpec(mode, predictions=results) - else: - labels = labels['y'] - loss = tf.losses.mean_squared_error( - labels=labels, - predictions=preds, - weights=0.5) - metrics = { - 'mse': tf.metrics.mean_squared_error(labels, preds) - } - # Evaluation mode to enable early stopping based on metrics: - if mode == tf.estimator.ModeKeys.EVAL: - return tf.estimator.EstimatorSpec( - mode, loss=loss, eval_metric_ops=metrics) - # Training: - elif mode == tf.estimator.ModeKeys.TRAIN: - global_step = tf.train.get_or_create_global_step() - train_op = tf.train.AdamOptimizer(self.eta).minimize( - loss, global_step=global_step) - return tf.estimator.EstimatorSpec( - mode, loss=loss, train_op=train_op) - - def predict(self, X): - input_fn = lambda: self._test_input_fn(X) - X_pred = [x['pred'] for x in self.estimator.predict(input_fn)] - if isinstance(X, pd.DataFrame): - X_pred = pd.DataFrame(X_pred, index=X.index) - return X_pred - - -def simple_example(): - - def randmatrix(m, n, sigma=0.1, mu=0): - return sigma * np.random.randn(m, n) + mu - - rank = 20 - nrow = 1000 - ncol = 100 - - X = randmatrix(nrow, rank).dot(randmatrix(rank, ncol)) - ae = TfAutoencoder(hidden_dim=rank, max_iter=200) - H = ae.fit(X) - X_pred = ae.predict(X) - mse = (0.5*(X_pred - X)**2).mean() - print("MSE between actual and reconstructed: {}".format(mse)) - print("Hidden representations") - print(H) - return mse - -if __name__ == '__main__': - simple_example() diff --git a/tf_model_base.py b/tf_model_base.py deleted file mode 100644 index 882d9dd..0000000 --- a/tf_model_base.py +++ /dev/null @@ -1,47 +0,0 @@ -import tensorflow as tf - -__author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" - - -class TfModelBase(object): - def __init__(self, - hidden_dim=50, - hidden_activation=tf.nn.tanh, - batch_size=1028, - max_iter=100, - eta=0.01, - model_dir=None): - self.hidden_dim = hidden_dim - self.hidden_activation = hidden_activation - self.batch_size = batch_size - self.max_iter = max_iter - self.eta = eta - self.model_dir = model_dir - self.params = [ - 'hidden_dim', - 'hidden_activation', - 'batch_size', - 'max_iter', - 'eta'] - - def get_params(self, deep=True): - params = self.params.copy() - # Obligatorily add `vocab` so that sklearn passes it in when - # creating new model instances during cross-validation: - if hasattr(self, 'vocab'): - params += ['vocab'] - return {p: getattr(self, p) for p in params} - - def set_params(self, **params): - for key, val in params.items(): - setattr(self, key, val) - return self - - def __repr__(self): - param_str = ["{}={}".format(a, getattr(self, a)) for a in self.params] - param_str = ",\n\t".join(param_str) - return "{}(\n\t{})".format(self.__class__.__name__, param_str) - - def __str__(self): - return repr(self) diff --git a/tf_rnn_classifier.py b/tf_rnn_classifier.py deleted file mode 100644 index 4e0117f..0000000 --- a/tf_rnn_classifier.py +++ /dev/null @@ -1,246 +0,0 @@ -import tensorflow as tf -from tf_model_base import TfModelBase - -__author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" - - -class TfRNNClassifier(TfModelBase): - def __init__(self, - vocab, - embedding=None, - embed_dim=50, - train_embedding=True, - cell_class=tf.nn.rnn_cell.LSTMCell, - **kwargs): - self.vocab = vocab - self.vocab_size = len(vocab) - self.embedding = embedding - self.embed_dim = embed_dim - self.train_embedding = train_embedding - self.cell_class = cell_class - super(TfRNNClassifier, self).__init__(**kwargs) - self.params += [ - 'embedding', 'embed_dim', 'train_embedding'] - - def fit(self, X, y): - self.classes_ = sorted(set(y)) - self.n_classes_ = len(self.classes_) - self.estimator = tf.estimator.Estimator( - model_fn=self._model_fn, - model_dir=self.model_dir) - input_fn = lambda: self._train_input_fn(X, y) - self.estimator.train(input_fn) - return self - - def _train_input_fn(self, X, y): - shapes = ({'indices': [None], 'length': ()}, {'y': ()}) - defaults = ({'indices': 0, 'length': 0}, {'y': 0}) - output_types = ( - {'indices': tf.int32, 'length': tf.int32}, - {'y': tf.int32}) - dataset = tf.data.Dataset.from_generator( - lambda: self._dataset_generator(X, y), - output_types=output_types, - output_shapes=shapes) - dataset = (dataset - .shuffle(len(X)) - .repeat(self.max_iter) - .padded_batch( - batch_size=self.batch_size, - padded_shapes=shapes, - padding_values=defaults)) - return dataset - - def _test_input_fn(self, X): - shapes = {'indices': [None], 'length': ()} - defaults = {'indices': 0, 'length': 0} - output_types = {'indices': tf.int32, 'length': tf.int32} - dataset = tf.data.Dataset.from_generator( - lambda: self._dataset_generator(X), - output_types=output_types, - output_shapes=shapes) - dataset = dataset.padded_batch( - batch_size=self.batch_size, - padded_shapes=shapes, - padding_values=defaults) - return dataset - - def _model_fn(self, features, labels, mode): - indices = features['indices'] - sequence_length = features['length'] - # Graph: - self.embedding_ = self.define_or_get_embedding() - feats = tf.nn.embedding_lookup( - self.embedding_, indices) - self.cell = self.cell_class( - self.hidden_dim, activation=self.hidden_activation) - outputs, state = tf.nn.dynamic_rnn( - self.cell, - feats, - dtype=tf.float32, - sequence_length=sequence_length) - last = self._get_final_state(self.cell, state) - logits = tf.layers.dense(last, self.n_classes_) - # Predictions: - preds = tf.argmax(logits, axis=-1) - # Predicting: - if mode == tf.estimator.ModeKeys.PREDICT: - proba = tf.nn.softmax(logits) - results = {'proba': proba, 'pred': preds} - return tf.estimator.EstimatorSpec(mode, predictions=results) - else: - labels = labels['y'] - loss = tf.losses.sparse_softmax_cross_entropy( - logits=logits, labels=labels) - metrics = { - 'accuracy': tf.metrics.accuracy(labels, preds) - } - # Evaluation mode to enable early stopping based on metrics: - if mode == tf.estimator.ModeKeys.EVAL: - return tf.estimator.EstimatorSpec( - mode, loss=loss, eval_metric_ops=metrics) - # Training: - elif mode == tf.estimator.ModeKeys.TRAIN: - global_step = tf.train.get_or_create_global_step() - train_op = tf.train.AdamOptimizer(self.eta).minimize( - loss, global_step=global_step) - return tf.estimator.EstimatorSpec( - mode, loss=loss, train_op=train_op) - - def define_or_get_embedding(self): - if self.embedding is None: - shape = [self.vocab_size, self.embed_dim] - embedding_intializer = None - else: - embedding_intializer = tf.Variable( - self.embedding, dtype=tf.float32) - shape = None - self.embed_dim = embedding_intializer.shape[1] - return tf.get_variable( - 'embedding', - shape=shape, - initializer=embedding_intializer, - trainable=self.train_embedding) - - def predict_proba(self, X): - input_fn = lambda: self._test_input_fn(X) - return [x['proba'] for x in self.estimator.predict(input_fn)] - - def predict(self, X): - input_fn = lambda: self._test_input_fn(X) - return [self.classes_[x['pred']] for x in self.estimator.predict(input_fn)] - - def _dataset_generator(self, X, y=None): - labels2index = dict(zip(self.classes_, range(len(self.classes_)))) - index = dict(zip(self.vocab, range(len(self.vocab)))) - unk_index = index['$UNK'] - for i, ex in enumerate(X): - ex_len = len(ex) - indices = [index.get(w, unk_index) for w in ex] - if y is None: - yield {'indices': indices, 'length': ex_len} - else: - yield ({'indices': indices, 'length': ex_len}, - {'y': labels2index[y[i]]}) - - def _define_embedding(self, embedding): - """Build the embedding matrix. If the user supplied a matrix, it - is converted into a Tensor, else a random Tensor is built. This - method sets `self.embedding` for use and returns None. - """ - if embedding is None: - return tf.get_variable( - 'embedding', - shape=[self.vocab_size, self.embed_dim], - #initializer= tf.random_uniform( - # [self.vocab_size, self.embed_dim], -1.0, 1.0), - trainable=self.train_embedding) - else: - embed = tf.Variable( - initial_value=self.embedding, - dtype=tf.float32, - trainable=self.train_embedding) - embed = embedding.shape[1] - return embed - - @staticmethod - def _get_final_state(cell, state): - """Get the final state from an RNN, managing differences in - the TensorFlow API for cells. - - Parameters - ---------- - cell : tf.nn.rnn_cell instance - state : second argument returned by `tf.nn.dynamic_rnn` - - Returns - ------- - Tensor - - """ - # If the cell is LSTMCell, then `state` is an `LSTMStateTuple` - # and we want the second (output) Tensor -- see - # https://www.tensorflow.org/api_docs/python/tf/contrib/rnn/LSTMStateTuple - # - if isinstance(cell, tf.nn.rnn_cell.LSTMCell): - return state[1] - else: - return state - - -def simple_example(initial_embedding=False): - vocab = ['a', 'b', '$UNK'] - - # No b before an a - train = [ - [list('ab'), 'good'], - [list('aab'), 'good'], - [list('abb'), 'good'], - [list('aabb'), 'good'], - [list('ba'), 'bad'], - [list('baa'), 'bad'], - [list('bba'), 'bad'], - [list('bbaa'), 'bad'], - [list('aba'), 'bad'] - ] - - test = [ - [list('baaa'), 'bad'], - [list('abaa'), 'bad'], - [list('bbaa'), 'bad'], - [list('aaab'), 'good'], - [list('aaabb'), 'good'] - ] - - if initial_embedding: - import numpy as np - embedding = np.random.uniform( - low=-1.0, high=1.0, size=(len(vocab), 50)) - else: - embedding = None - - mod = TfRNNClassifier( - vocab=vocab, - max_iter=1000, - embed_dim=50, - embedding=embedding, - hidden_dim=50) - - X, y = zip(*train) - mod.fit(X, y) - - X_test, y_test = zip(*test) - - preds = mod.predict(X_test) - - print("\nPredictions:") - - for ex, pred, gold in zip(X_test, preds, y_test): - score = "correct" if pred == gold else "incorrect" - print("{0:>6} - predicted: {1:>4}; actual: {2:>4} - {3}".format( - "".join(ex), pred, gold, score)) - - -if __name__ == '__main__': - simple_example() diff --git a/tf_shallow_neural_classifier.py b/tf_shallow_neural_classifier.py deleted file mode 100644 index 1538193..0000000 --- a/tf_shallow_neural_classifier.py +++ /dev/null @@ -1,108 +0,0 @@ -import tensorflow as tf -from tf_model_base import TfModelBase - -__author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" - - -class TfShallowNeuralClassifier(TfModelBase): - def __init__(self, **kwargs): - super(TfShallowNeuralClassifier, self).__init__(**kwargs) - - def fit(self, X, y): - self.classes_ = sorted(set(y)) - self.n_classes_ = len(self.classes_) - self.estimator = tf.estimator.Estimator( - model_fn=self._model_fn, - model_dir=self.model_dir) - input_fn = lambda: self._train_input_fn(X, y) - self.estimator.train(input_fn) - return self - - def _train_input_fn(self, X, y): - label2index = dict(zip(self.classes_, range(len(self.classes_)))) - y = [label2index[label] for label in y] - dataset = tf.data.Dataset.from_tensor_slices(({'X': X}, {'y': y})) - dataset = (dataset - .shuffle(len(X)) - .repeat(self.max_iter) - .batch(self.batch_size)) - return dataset - - def _test_input_fn(self, X): - dataset = tf.data.Dataset.from_tensor_slices({'X': X}) - dataset = dataset.batch(len(X)) - return dataset - - def _model_fn(self, features, labels, mode): - features = features['X'] - # Graph: - hidden = tf.layers.dense( - features, - self.batch_size, - activation=self.hidden_activation) - logits = tf.layers.dense( - hidden, - self.n_classes_) - # Predictions: - preds = tf.argmax(logits, axis=-1) - # Predicting: - if mode == tf.estimator.ModeKeys.PREDICT: - proba = tf.nn.softmax(logits) - results = {'proba': proba, 'pred': preds} - return tf.estimator.EstimatorSpec(mode, predictions=results) - else: - labels = labels['y'] - loss = tf.losses.sparse_softmax_cross_entropy( - logits=logits, labels=labels) - metrics = { - 'accuracy': tf.metrics.accuracy(labels, preds) - } - # Evaluation mode to enable early stopping based on metrics: - if mode == tf.estimator.ModeKeys.EVAL: - return tf.estimator.EstimatorSpec( - mode, loss=loss, eval_metric_ops=metrics) - # Training: - elif mode == tf.estimator.ModeKeys.TRAIN: - global_step = tf.train.get_or_create_global_step() - train_op = tf.train.AdamOptimizer(self.eta).minimize( - loss, global_step=global_step) - return tf.estimator.EstimatorSpec( - mode, loss=loss, train_op=train_op) - - def predict_proba(self, X): - input_fn = lambda: self._test_input_fn(X) - return [x['proba'] for x in self.estimator.predict(input_fn)] - - def predict(self, X): - input_fn = lambda: self._test_input_fn(X) - return [self.classes_[x['pred']] for x in self.estimator.predict(input_fn)] - - -def simple_example(): - """Assess on the digits dataset.""" - from sklearn.datasets import load_digits - from sklearn.model_selection import train_test_split - from sklearn.metrics import classification_report, accuracy_score - - digits = load_digits() - X = digits.data - y = digits.target - - X_train, X_test, y_train, y_test = train_test_split( - X, y, test_size=0.33, random_state=42) - - mod = TfShallowNeuralClassifier() - - print(mod) - - mod.fit(X_train, y_train) - predictions = mod.predict(X_test) - - print(classification_report(y_test, predictions)) - - return accuracy_score(y_test, predictions) - - -if __name__ == '__main__': - simple_example() diff --git a/torch_autoencoder.py b/torch_autoencoder.py index aa81765..9883f36 100644 --- a/torch_autoencoder.py +++ b/torch_autoencoder.py @@ -6,7 +6,7 @@ from utils import progress_bar __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" class TorchAutoencoder(TorchModelBase): diff --git a/torch_model_base.py b/torch_model_base.py index e0c4ddf..57302aa 100644 --- a/torch_model_base.py +++ b/torch_model_base.py @@ -2,7 +2,7 @@ import torch.nn as nn __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" class TorchModelBase(object): diff --git a/torch_rnn_classifier.py b/torch_rnn_classifier.py index 5cbae7d..1cfa9c3 100644 --- a/torch_rnn_classifier.py +++ b/torch_rnn_classifier.py @@ -7,7 +7,7 @@ from utils import progress_bar __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" class TorchRNNDataset(torch.utils.data.Dataset): diff --git a/torch_shallow_neural_classifier.py b/torch_shallow_neural_classifier.py index 5551233..92dd3cc 100644 --- a/torch_shallow_neural_classifier.py +++ b/torch_shallow_neural_classifier.py @@ -6,7 +6,7 @@ from utils import progress_bar __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" class TorchShallowNeuralClassifier(TorchModelBase): diff --git a/torch_subtree_nn.py b/torch_subtree_nn.py deleted file mode 100644 index 5fd2591..0000000 --- a/torch_subtree_nn.py +++ /dev/null @@ -1,166 +0,0 @@ -from nltk.tree import Tree -import torch -from torch_tree_nn import TorchTreeNNModel, TorchTreeNN - -__author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" - - -class TorchSubtreeNNModel(TorchTreeNNModel): - - def forward(self, tree): - """The key changes: (i) we apply the classifier layer to all - of the hidden representations, and (ii) we return the labels - on all of the nodes, rather than just the label on the root. - """ - reps, labels = self.interpret(tree, reps=[], labels=[]) - reps = torch.stack(reps) - return self.classifier_layer(reps), labels - - def interpret(self, subtree, reps, labels): - """The key changes: `reps` and `labels` store all of the - hidden representations and labels in aligned flattened - lists that can be passed to the PyTorch loss function. - """ - # This is the preterminal case, like (positive happy) - if len(list(subtree.subtrees())) == 1: - i = self.vocab_lookup.get(subtree[0], self.vocab_lookup['$UNK']) - ind = torch.tensor([i], dtype=torch.long) - root = self.embedding(ind) - return [root.squeeze()], [subtree.label()] - # This is the non-branching case, like the root of - # (positive (positive happy)) - elif len(subtree) == 1: - reps, labels = self.interpret(subtree[0], reps, labels) - new_reps = reps + [reps[-1]] - new_labels = labels + [subtree.label()] - return new_reps, new_labels - # The branching case: - else: - left_subtree, right_subtree = subtree[0], subtree[1] - left_reps, left_labels = self.interpret(left_subtree, reps, labels) - left_root = left_reps[-1] - right_reps, right_labels = self.interpret(right_subtree, reps, labels) - right_root = right_reps[-1] - combined = torch.cat((left_root, right_root), dim=0) - root = self.hidden_activation(self.tree_layer(combined)) - new_reps = left_reps + right_reps + [root.squeeze()] - new_labels = left_labels + right_labels + [subtree.label()] - return new_reps, new_labels - - -class TorchSubtreeNN(TorchTreeNN): - - def build_graph(self): - """This is the same as the `build_graph method for `TorchTreeNN` - except that it uses `TorchTreeNNModelWithSubtreeSupervision`. - """ - self.model = TorchSubtreeNNModel( - vocab=self.vocab, - embedding=self.embedding, - embed_dim=self.embed_dim, - output_dim=self.n_classes_, - hidden_activation=self.hidden_activation) - - @staticmethod - def get_classes(X): - """We have to recurse through all the trees to ensure that we - see all the labels. (`TorchTreeNN` need only look at the root - nodes.) - """ - labels = set() - for tree in X: - for subtree in tree.subtrees(): - labels.add(subtree.label()) - return sorted(labels) - - def convert_label(self, labels): - """Whereas `TorchTreeNN` has to convert just a single label - when it processes an example, now we have to convert the full - list of labels into indices. - """ - indices = [self.class2index[label] for label in labels] - return torch.LongTensor(indices) - - def predict_proba(self, X): - """Returns a list of lists of prediction vectors, one list of - vectors per tree in `X`. - """ - self.model.eval() - with torch.no_grad(): - preds = [] - for tree in X: - pred, _ = self.model.forward(tree) - pred = torch.softmax(pred, dim=1).numpy() - preds.append(pred) - return preds - - def predict(self, X): - """Returns a list of lists of predictions, one list per tree - in `X`. - """ - preds = self.predict_proba(X) - return [[self.classes_[p.argmax()] for p in pred] for pred in preds] - - def predict_proba_root(self, X): - """Returns just the vector of predicted probabilities for the - root nodes of the trees in `X`. - """ - preds = self.predict_proba(X) - return [pred[-1] for pred in preds] - - def predict_root(self, X): - """Returns just the predicted classes for the root nodes of - the trees in `X`. - """ - preds = self.predict_proba_root(X) - return [self.classes_[pred.argmax()] for pred in preds] - - -def simple_example(): - train = [ - "(odd 1)", - "(even 2)", - "(odd (odd 1))", - "(even (even 2))", - "(even (odd 1) (neutral (neutral +) (odd 1)))", - "(odd (odd 1) (neutral (neutral +) (even 2)))", - "(odd (even 2) (neutral (neutral +) (odd 1)))", - "(even (even 2) (neutral (neutral +) (even 2)))", - "(even (odd 1) (neutral (neutral +) (odd (odd 1) (neutral (neutral +) (even 2)))))" - ] - - test = [ - "(odd (odd 1) (neutral (neutral +) (even (odd 1) (neutral (neutral +) (odd 1)))))", - "(even (even 2) (neutral (neutral +) (even (even 2) (neutral (neutral +) (even 2)))))", - "(odd (even 2) (neutral (neutral +) (odd (even 2) (neutral (neutral +) (odd 1)))))", - "(odd (odd 1) (neutral (neutral +) (odd (even 2) (neutral (neutral +) (odd 1)))))", - "(odd (even 2) (neutral (neutral +) (odd (odd 1) (neutral (neutral +) (even 2)))))" - ] - - vocab = ["1", "+", "2", "$UNK"] - - X_train = [Tree.fromstring(x) for x in train] - X_test = [Tree.fromstring(x) for x in test] - - mod = TorchSubtreeNN( - vocab, - embed_dim=50, - hidden_dim=50, - max_iter=500, - embedding=None) - - mod.fit(X_train) - - print("\nTest predictions:") - - preds = mod.predict_root(X_test) - - y_test = [t.label() for t in X_test] - - for tree, label, pred in zip(X_test, y_test, preds): - print("{}\n\tPredicted: {}\n\tActual: {}".format(tree, pred, label)) - - -if __name__ == '__main__': - simple_example() diff --git a/torch_tree_nn.py b/torch_tree_nn.py index b0893e8..7d41430 100644 --- a/torch_tree_nn.py +++ b/torch_tree_nn.py @@ -6,7 +6,7 @@ from utils import progress_bar __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" class TorchTreeNNModel(nn.Module): diff --git a/jupyter_notebook_tutorial.ipynb b/tutorial_jupyter_notebooks.ipynb similarity index 84% rename from jupyter_notebook_tutorial.ipynb rename to tutorial_jupyter_notebooks.ipynb index 3aeead6..e0bb325 100644 --- a/jupyter_notebook_tutorial.ipynb +++ b/tutorial_jupyter_notebooks.ipynb @@ -4,40 +4,55 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# CS 224U Jupyter Notebook Tutorial\n", - "\n", - "Lucy will demo this notebook during the Week 1 Python special session, but this notebook should also be workable on your own if you decide to do so. \n", - "\n", - "The contents of this notebook were tested on a MacBook computer. Feel free to stop by office hours w/ questions or ask on Piazza if you run into problems. " + "# Tutorial: Jupyter notebooks" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "__author__ = \"Lucy Li\"\n", + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Table of Contents\n", - "\n", - "1. [Starting up](#start)\n", - "2. [Cells](#cells)\n", - " 1. [Code](#code)\n", - " 2. [Markdown](#markdown)\n", - "3. [Kernels](#kernels)\n", - "4. [Shortcuts](#shortcuts)\n", - "5. [Shutdown](#shutdown)\n", - "6. [Extra](#noness)\n", - "7. [More resources](#res)\n" + "## Contents\n", + "\n", + "1. [Starting up](#Starting-up)\n", + "1. [Cells](#Cells)\n", + " 1. [Code](#Code)\n", + " 1. [Markdown](#Markdown)\n", + " 1. [Headers](#Headers)\n", + " 1. [Displaying code](#Displaying-code)\n", + " 1. [LaTeX](#LaTeX)\n", + " 1. [Quotations](#Quotations)\n", + " 1. [Lists](#Lists)\n", + " 1. [Images](#Images)\n", + " 1. [Dividers](#Dividers)\n", + "1. [Kernels](#Kernels)\n", + "1. [Shortcuts](#Shortcuts)\n", + "1. [Shutdown](#Shutdown)\n", + "1. [Extras](#Extras)\n", + " 1. [Checkpoints](#Checkpoints)\n", + " 1. [NbViewer](#NbViewer)\n", + "1. [More resources](#More-resources)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Starting up \n", + "## Starting up\n", "\n", "This tutorial assumes that you have followed the [course setup](https://nbviewer.jupyter.org/github/cgpotts/cs224u/blob/master/setup.ipynb) instructions. This means Jupyter is installed using Conda. \n", "\n", "1. Open up Terminal (Mac/Linux) or Command Prompt (Windows). \n", - "2. Enter a directory that you'd like to have as your `Home`, e.g. where your cloned `cs224u` Github repo resides. \n", + "2. Enter a directory that you'd like to have as your `Home`, e.g., where your cloned `cs224u` Github repo resides. \n", "3. Type `jupyter notebook` and enter. After a few moments, a new browser window should open, listing the contents of your `Home` directory. \n", " - Note that on your screen, you'll see something like `[I 17:23:47.479 NotebookApp] The Jupyter Notebook is running at: http://localhost:8888/`. This tells you where your notebook is located. So if you were to accidentally close the window, you can open it again while your server is running. For this example, navigating to `http://localhost:8888/` on your favorite web browser should open it up again. \n", " - You may also specify a port number, e.g. `jupyter notebook --port 5656`. In this case, `http://localhost:5656/` is where your directory resides. \n", @@ -52,7 +67,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Cells \n", + "## Cells\n", "\n", "Cells help you organize your work into manageable chunks. \n", "\n", @@ -62,9 +77,9 @@ "\n", "There are three main types of cells: **code**, **markdown**, and raw. \n", "\n", - "Raw cells are less common than the other two, and you don't need to understand it to get going for cs224u. If you put anything in this type of cell, you can't run it. They are used for situations where you might want to convert your notebook to HTML or LaTeX using the `nbconvert` tool or File -> Download as a format that isn't `.ipynb`. Read more about raw cells [here](https://nbsphinx.readthedocs.io/en/0.4.2/raw-cells.html) if you're curious. \n", + "Raw cells are less common than the other two, and you don't need to understand them to get going for this course. If you put anything in this type of cell, you can't run it. They are used for situations where you might want to convert your notebook to HTML or LaTeX using the `nbconvert` tool or File -> Download as a format that isn't `.ipynb`. Read more about raw cells [here](https://nbsphinx.readthedocs.io/en/0.4.2/raw-cells.html) if you're curious. \n", "\n", - "### Code \n", + "### Code\n", "\n", "Use the following code cells to explore various operations. \n", "\n", @@ -78,9 +93,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [ "import time\n", @@ -92,9 +105,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "print(\"cats\")\n", @@ -105,9 +116,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# cut/copy and paste this cell\n", @@ -116,21 +125,19 @@ "# toggle the output\n", "# toggle scrolling to make long output smaller\n", "# clear the output\n", - "for i in range(100): \n", + "for i in range(50): \n", " print(\"cats\")" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [ "# run this cell and stop before it finishes\n", "# stop acts like a KeyboardInterrupt\n", - "for i in range(100): \n", + "for i in range(50): \n", " time.sleep(1) # make loop run slowly\n", " print(\"cats\")" ] @@ -138,9 +145,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [ "# running this cell leads to no output\n", @@ -155,9 +160,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "function1()\n", @@ -176,9 +179,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# Cell A\n", @@ -188,9 +189,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# Cell B\n", @@ -201,9 +200,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# Cell C\n", @@ -214,9 +211,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# depending on the number of times you ran \n", @@ -235,9 +230,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [ "# Cell D\n", @@ -248,9 +241,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# b still exists after cell C is gone\n", @@ -261,17 +252,15 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Restart the kernel (Kernel -> Restart & Clear Output) to start anew. To check that things run okay in its intended order, restart and run everything (Kernel -> Restart & Run All). This is especially good to do before sharing your notebook with someone else. \n", + "Restart the kernel (Kernel -> Restart & Clear Output) to start anew. To check that things run okay in the intended order, restart and run everything (Kernel -> Restart & Run All). This is especially good to do before sharing your notebook with someone else. \n", "\n", - "Jupyter notebooks are handy for telling stories using your code. You can view dataframes and plots directly under each code cell. " + "Jupyter notebooks are handy for telling stories using your code. You can view Pandas DataFrames and plots directly under each code cell. " ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# dataframe example\n", @@ -283,9 +272,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# plot example\n", @@ -299,9 +286,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Markdown \n", + "### Markdown\n", "\n", - "The other type of cell is Markdown, which allows you to write blocks of text in your notebook. Double click on any Markdown cell to view/edit it. Don't worry if you don't remember all of these things right away. You'll write more code than Markdown essays for cs224u, but the following are handy things to be aware of. \n", + "The other type of cell is Markdown, which allows you to write blocks of text in your notebook. Double click on any Markdown cell to view/edit it. Don't worry if you don't remember all of these things right away. You'll write more code than Markdown essays for this course, but the following are handy things to be aware of. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Headers\n", "\n", "You may notice that this cell's header is prefixed with `###`. The fewer hashtags, the larger the header. You can go up to five hashtags for the smallest level header. \n", "\n", @@ -312,13 +306,15 @@ "| `_italics_ or *italics*` | _italics_ or *italics* |\n", "| `__bold__ or **bold**` | __bold__ or **bold** |\n", "| `[link](http://web.stanford.edu/class/cs224u/)` | [link](http://web.stanford.edu/class/cs224u/) |\n", - "| `[jump to Cells section](#cells)` | [jump to Cells section](#cells) |\n" + "| `[jump to Cells section](#cells)` | [jump to Cells section](#cells) |" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ + "#### Displaying code\n", + "\n", "Try removing/adding the `python` in the code formatting below to toggle code coloring. \n", "\n", "```python\n", @@ -326,6 +322,8 @@ " print(\"You can write code between a pair of triple backquotes, e.g. ```long text``` or `short text`\")\n", "```\n", "\n", + "#### LaTeX\n", + "\n", "Latex also works: \n", "$y = \\int_0^1 2x dx$\n", "$$y = x^2 + x^3$$" @@ -335,11 +333,20 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "#### Quotations\n", + "\n", "> You can also format quotes by putting a \">\" in front of each line. \n", ">\n", "> You can space your lines apart with \">\" followed by no text." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Lists" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -366,12 +373,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "#### Images\n", + "\n", "You can also insert images: \n", "\n", "`![alt-text](./fig/nli-rnn-chained.png \"Title\")`\n", "\n", "(Try removing the backquotes and look at what happens.)\n", "\n", + "#### Dividers\n", + "\n", "A line of dashes, e.g. `----------------`, becomes a divider. \n", "\n", "------------------" @@ -381,7 +392,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Kernels \n", + "## Kernels\n", "\n", "A kernel executes code in a notebook. \n", "\n", @@ -393,14 +404,14 @@ "\n", "In our class we will be using IPython notebooks, which means the code cells run Python. \n", "\n", - "Fun fact: there are also kernels for other languages, e.g. Julia. This means you can create notebooks in these other languages as well, if you have them on your computer. " + "Fun fact: there are also kernels for other languages, e.g., Julia. This means you can create notebooks in these other languages as well, if you have them on your computer. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Shortcuts \n", + "## Shortcuts\n", "\n", "Go to Help -> Keyboard Shortcuts to view the shortcuts you may use in Jupyter Notebook. \n", "\n", @@ -417,9 +428,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# play around with this cell with shortcuts\n", @@ -433,7 +442,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Shutdown \n", + "## Shutdown\n", "\n", "Notice that when you are done working and exit out of this notebook's window, the notebook icon in the home directory listing next to this notebook is green. This means your kernel is still running. If you want to shut it down, check the box next to your notebook in the directory and click \"Shutdown.\" \n", "\n", @@ -446,13 +455,12 @@ "collapsed": true }, "source": [ - "## Extra " + "## Extras" ] }, { "cell_type": "markdown", "metadata": { - "collapsed": false, "slideshow": { "slide_type": "slide" } @@ -460,11 +468,11 @@ "source": [ "These are some extra things that aren't top priority to know but may be interesting. \n", "\n", - "**Checkpoints**\n", + "### Checkpoints\n", "\n", "When you create a notebook, a checkpoint file is also saved in a hidden directory called `.ipynb_checkpoints`. Every time you manually save the notebook, the checkpoint file updates. Jupyter autosaves your work on occasion, which only updates the `.ipynb` file but not the checkpoint. You can revert back to the latest checkpoint using File -> Revert to Checkpoint. \n", "\n", - "**NbViewer**\n", + "### NbViewer\n", "\n", "We use this in our class for viewing jupyter notebooks from our course website. It allows you to render notebooks on the Internet. Check it out [here](https://nbviewer.jupyter.org/). \n", "\n", @@ -477,7 +485,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## More resources \n", + "## More resources\n", "\n", "If you click on \"Help\" in the toolbar, there is a list of references for common Python tools, e.g. numpy, pandas. \n", "\n", @@ -493,23 +501,14 @@ "\n", "[Stack Overflow](https://stackoverflow.com/)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { - "display_name": "Python [nlu]", + "display_name": "Python 3", "language": "python", - "name": "Python [nlu]" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -521,7 +520,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.8" + "version": "3.7.3" } }, "nbformat": 4, diff --git a/numpy_tutorial.ipynb b/tutorial_numpy.ipynb similarity index 79% rename from numpy_tutorial.ipynb rename to tutorial_numpy.ipynb index ff50268..a2f4efa 100644 --- a/numpy_tutorial.ipynb +++ b/tutorial_numpy.ipynb @@ -4,14 +4,57 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Introduction to NumPy\n", + "# Tutorial: NumPy" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "__author__ = \"Christopher Potts, Will Monroe, and Lucy Li\"\n", + "__version__ = \"CS224u, Stanford, Spring 2020\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Contents\n", "\n", - "This notebook is the first half of a special session on NumPy and PyTorch for CS 224U. \n", + "1. [Motivation](#Motivation)\n", + "1. [Vectors](#Vectors)\n", + " 1. [Vector Initialization](#Vector-Initialization)\n", + " 1. [Vector indexing](#Vector-indexing)\n", + " 1. [Vector assignment](#Vector-assignment)\n", + " 1. [Vectorized operations](#Vectorized-operations)\n", + " 1. [Comparison with Python lists](#Comparison-with-Python-lists)\n", + "1. [Matrices](#Matrices)\n", + " 1. [Matrix initialization](#Matrix-initialization)\n", + " 1. [Matrix indexing](#Matrix-indexing)\n", + " 1. [Matrix assignment](#Matrix-assignment)\n", + " 1. [Matrix reshaping](#Matrix-reshaping)\n", + " 1. [Numeric operations](#Numeric-operations)\n", + "1. [Practical example: a shallow neural network](#Practical-example:-a-shallow-neural-network)\n", + "1. [Going beyond NumPy alone](#Going-beyond-NumPy-alone)\n", + " 1. [Pandas](#Pandas)\n", + " 1. [Scikit-learn](#Scikit-learn)\n", + " 1. [SciPy](#SciPy)\n", + " 1. [Matplotlib](#Matplotlib)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Motivation\n", "\n", "Why should we care about NumPy? \n", + "\n", "- It allows you to perform tons of operations on vectors and matrices. \n", "- It makes things run faster than naive for-loop implementations (a.k.a. vectorization). \n", - "- We use it in our class (see files prefixed with `np_` in your cs224u directory). \n", + "- We use it in our class (see files prefixed with `np_` in your `cs224u` directory). \n", "- It's used a ton in machine learning / AI. \n", "- Its arrays are often inputs into other important Python packages' functions. \n", "\n", @@ -19,22 +62,16 @@ ] }, { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, - "outputs": [], + "cell_type": "markdown", + "metadata": {}, "source": [ - "__author__ = 'Will Monroe, Chris Potts, and Lucy Li'" + "## Vectors" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [ "import numpy as np" @@ -44,16 +81,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Vectors\n", - "## Vector Initialization" + "### Vector Initialization" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "np.zeros(5)" @@ -62,9 +96,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "np.ones(5)" @@ -73,9 +105,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# convert list to numpy array\n", @@ -85,9 +115,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# convert numpy array to list\n", @@ -97,9 +125,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# one float => all floats\n", @@ -109,9 +135,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# same as above\n", @@ -121,9 +145,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# spaced values in interval\n", @@ -133,9 +155,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# same as above\n", @@ -145,9 +165,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# random floats in [0, 1)\n", @@ -157,9 +175,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# random integers\n", @@ -170,15 +186,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Vector indexing" + "### Vector indexing" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "x = np.array([10,20,30,40,50])" @@ -187,9 +201,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "x[0]" @@ -198,9 +210,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# slice\n", @@ -210,9 +220,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "x[0:1000]" @@ -221,9 +229,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# last value\n", @@ -233,9 +239,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# last value as array\n", @@ -245,9 +249,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# last 3 values\n", @@ -257,9 +259,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# pick indices\n", @@ -270,7 +270,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Vector assignment\n", + "### Vector assignment\n", "\n", "Be careful when assigning arrays to new variables! " ] @@ -278,9 +278,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [ "#x2 = x # try this line instead\n", @@ -290,9 +288,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "x2[0] = 10\n", @@ -303,9 +299,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "x2[[1,2]] = 10\n", @@ -316,9 +310,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "x2[[3,4]] = [0, 1]\n", @@ -329,9 +321,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# check if the original vector changed\n", @@ -342,15 +332,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Vectorized operations" + "### Vectorized operations" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "x.sum()" @@ -359,9 +347,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "x.mean()" @@ -370,9 +356,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "x.max()" @@ -381,9 +365,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "x.argmax()" @@ -392,9 +374,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "np.log(x)" @@ -403,9 +383,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "np.exp(x)" @@ -414,9 +392,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "x + x # Try also with *, -, /, etc." @@ -425,9 +401,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "x + 1" @@ -437,7 +411,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Comparison with Python lists\n", + "### Comparison with Python lists\n", "\n", "Vectorizing your mathematical expressions can lead to __huge__ performance gains. The following example is meant to give you a sense for this. It compares applying `np.log` to each element of a list with 10 million values with the same operation done on a vector." ] @@ -445,9 +419,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [ "# log every value as list, one by one\n", @@ -458,9 +430,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# get random vector\n", @@ -471,9 +441,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "%time _ = np.log(samp)" @@ -482,9 +450,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "%time _ = listlog(samp)" @@ -494,7 +460,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Matrices\n", + "## Matrices\n", "\n", "The matrix is the core object of machine learning implementations. " ] @@ -503,15 +469,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Matrix initialization" + "### Matrix initialization" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "np.array([[1,2,3], [4,5,6]])" @@ -520,9 +484,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "np.array([[1,2,3], [4,5,6]], dtype='float')" @@ -531,9 +493,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "np.zeros((3,5))" @@ -542,9 +502,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "np.ones((3,5))" @@ -553,9 +511,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "np.identity(3)" @@ -564,9 +520,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "np.diag([1,2,3])" @@ -576,15 +530,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Matrix indexing" + "### Matrix indexing" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "X = np.array([[1,2,3], [4,5,6]])\n", @@ -594,9 +546,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "X[0]" @@ -605,9 +555,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "X[0,0]" @@ -616,9 +564,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# get row\n", @@ -628,9 +574,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# get column\n", @@ -640,9 +584,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# get multiple columns\n", @@ -653,15 +595,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Matrix assignment" + "### Matrix assignment" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# X2 = X # try this line instead\n", @@ -673,9 +613,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "X2[0,0] = 20\n", @@ -686,9 +624,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "X2[0] = 3\n", @@ -699,9 +635,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "X2[: , -1] = [5, 6]\n", @@ -712,9 +646,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# check if original matrix changed\n", @@ -725,15 +657,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Matrix reshaping" + "### Matrix reshaping" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "z = np.arange(1, 7)\n", @@ -744,9 +674,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "z.shape" @@ -755,9 +683,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "Z = z.reshape(2,3)\n", @@ -768,9 +694,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "Z.shape" @@ -779,9 +703,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "Z.reshape(6)" @@ -790,9 +712,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# same as above\n", @@ -802,9 +722,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# transpose\n", @@ -815,15 +733,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Numeric operations" + "### Numeric operations" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "A = np.array(range(1,7), dtype='float').reshape(2,3)\n", @@ -834,9 +750,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "B = np.array([1, 2, 3])" @@ -845,9 +759,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# not the same as A.dot(B)\n", @@ -857,9 +769,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "A + B" @@ -868,9 +778,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "A / B" @@ -879,9 +787,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# matrix multiplication\n", @@ -891,9 +797,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "B.dot(A.T)" @@ -902,9 +806,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "A.dot(A.T)" @@ -913,9 +815,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# outer product\n", @@ -923,6 +823,13 @@ "np.outer(B, B)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Practical example: a shallow neural network" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -939,7 +846,7 @@ "\n", "def backward_propagation(self, h, predictions, x, labels):\n", " y_err = predictions.copy()\n", - " y_err[np.argmax(labels)] -= 1 # backprop for cross-entropy error: -log(prediction-for-correct-label)\n", + " y_err[np.argmax(labels)] -= 1\n", " d_b_hy = y_err\n", " h_err = y_err.dot(self.W_hy.T) * self.d_hidden_activation(h)\n", " d_W_hy = np.outer(h, y_err)\n", @@ -978,9 +885,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [ "import pandas as pd" @@ -989,9 +894,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "count_df = pd.DataFrame(\n", @@ -1017,9 +920,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [ "from sklearn.linear_model import LogisticRegression\n", @@ -1031,9 +932,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "iris = datasets.load_iris()\n", @@ -1048,9 +947,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# split data into train/test\n", @@ -1061,9 +958,10 @@ "print()\n", "\n", "# start up model\n", - "maxent = LogisticRegression(fit_intercept=True, \n", - " solver='liblinear', \n", - " multi_class='auto')\n", + "maxent = LogisticRegression(\n", + " fit_intercept=True, \n", + " solver='liblinear', \n", + " multi_class='auto')\n", "\n", "# train on train set\n", "maxent.fit(X_iris_train, y_iris_train)\n", @@ -1089,9 +987,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [ "from scipy.spatial.distance import cosine\n", @@ -1102,9 +998,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# cosine distance\n", @@ -1116,9 +1010,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# pearson correlation (coeff, p-value)\n", @@ -1128,9 +1020,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# inverse of matrix\n", @@ -1155,9 +1045,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt" @@ -1166,9 +1054,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "a = np.sort(np.random.random(30))\n", @@ -1180,23 +1066,14 @@ "plt.title(\"Some functions\")\n", "plt.show()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { - "display_name": "Python [nlu2]", + "display_name": "Python 3", "language": "python", - "name": "Python [nlu2]" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -1208,7 +1085,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.1" + "version": "3.7.3" } }, "nbformat": 4, diff --git a/tutorial_pytorch.ipynb b/tutorial_pytorch.ipynb index f7f240f..860a659 100644 --- a/tutorial_pytorch.ipynb +++ b/tutorial_pytorch.ipynb @@ -4,77 +4,75 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Getting Started with PyTorch" + "# Tutorial: PyTorch" ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "__author__ = \"Ignacio Cases\"\n", - "__version__ = \"CS224U, Stanford, Spring 2019\"" + "__version__ = \"CS224U, Stanford, Spring 2020\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "# Contents" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "1. [Getting Started](#getting-started)\n", - " 1. [Importing PyTorch](#importing-pytorch)\n", - " 1. [Tensors](#tensors)\n", - " 1. [GPU Computation](#gpu-computation)\n", - "1. [Neural Networks Foundations](#foundations)\n", - " 1. [Automatic Differentiation](#automatic-differentiation)\n", - " 1. [Modules](#modules)\n", - " 1. [Criteria and Loss Functions](#criteria-loss)\n", - " 1. [Optimization](#optimization)\n", - "1. [Training a Simple Model](#model-training)\n", - "1. [Reproducibility](#reproducibility)\n", - "1. [References and Further Reading](#references)" + "## Contents\n", + "\n", + "1. [Motivation](#Motivation)\n", + "1. [Importing PyTorch](#Importing-PyTorch)\n", + "1. [Tensors](#Tensors)\n", + " 1. [Tensor creation](#Tensor-creation)\n", + " 1. [Operations on tensors](#Operations-on-tensors)\n", + "1. [GPU computation](#GPU-computation)\n", + "1. [Neural network foundations](#Neural-network-foundations)\n", + " 1. [Automatic differentiation](#Automatic-differentiation)\n", + " 1. [Modules](#Modules)\n", + " 1. [Sequential](#Sequential)\n", + " 1. [Criteria and loss functions](#Criteria-and-loss-functions)\n", + " 1. [Optimization](#Optimization)\n", + " 1. [Training a simple model](#Training-a-simple-model)\n", + "1. [Reproducibility](#Reproducibility)\n", + "1. [References](#References)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "# Getting Started " + "## Motivation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "PyTorch is a Python package designed to carry out scientific computation. We use PyTorch in a range of different environments: to develop our models in our local machines, up to large scale deployment for training on big clusters, and even to perform _inference_ in embedded, low-power systems. While similar in many aspects to NumPy, PyTorch enables us to perform fast and efficient training of deep learning and reinforcement learning models not only in the CPU but also in a GPU or other ASICs (Application Specific Integrated Circuits) for AI, such as Tensor Processing Units (TPU)." + "PyTorch is a Python package designed to carry out scientific computation. We use PyTorch in a range of different environments: local model development, large-scale deployments on big clusters, and even _inference_ in embedded, low-power systems. While similar in many aspects to NumPy, PyTorch enables us to perform fast and efficient training of deep learning and reinforcement learning models not only on the CPU but also on a GPU or other ASICs (Application Specific Integrated Circuits) for AI, such as Tensor Processing Units (TPU)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Importing PyTorch " + "## Importing PyTorch" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "This tutorial assumes a working install of PyTorch using the `nlu` kernel, but the content applies to any regular install of PyTorch. If you don't have a working installation of PyTorch, please follow the instructions on the course repo.\n", + "This tutorial assumes a working installation of PyTorch using your `nlu` environment, but the content applies to any regular installation of PyTorch. If you don't have a working installation of PyTorch, please follow the instructions in [the setup notebook](setup.ipynb).\n", "\n", - "To get started working with PyTorch we simply begin by importing the torch module," + "To get started working with PyTorch we simply begin by importing the torch module:" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -85,30 +83,21 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Side note**: why not `import pytorch`? The name of the package is `torch` for historical reasons: `torch` is the orginal name of the ancestor of the PyTorch library that got started back in 2002 as a C library with Lua scripting. It was only much later that the original `torch` was ported to Python. The PyTorch project decided to prefix the Py to make clear that this library refers to the Python version, as it was confusing back then to know which `torch` one was referring to. All the internal mentions to the library use just `torch`. It's possible that PyTorch gets renamed at some point as the original `torch` is no longer maintained and there is no longer confusion." + "**Side note**: why not `import pytorch`? The name of the package is `torch` for historical reasons: `torch` is the orginal name of the ancestor of the PyTorch library that got started back in 2002 as a C library with Lua scripting. It was only much later that the original `torch` was ported to Python. The PyTorch project decided to prefix the Py to make clear that this library refers to the Python version, as it was confusing back then to know which `torch` one was referring to. All the internal references to the library use just `torch`. It's possible that PyTorch will be renamed at some point, as the original `torch` is no longer maintained and there is no longer confusion." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can verify the version installed and whether or not we have a GPU-enabled PyTorch install by issuing" + "We can see the version installed and determine whether or not we have a GPU-enabled PyTorch install by issuing" ] }, { "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "PyTorch version 1.0.1.post2\n", - "GPU-enabled installation? True\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "print(\"PyTorch version {}\".format(torch.__version__))\n", "print(\"GPU-enabled installation? {}\".format(torch.cuda.is_available()))" @@ -118,12 +107,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "PyTorch has a good [documentation](https://pytorch.org/docs/stable/index.html) but it can take some time to familiarize with the structure of the pacakge; we really recommended that you familiarize yourself with it. We will also make use of other imports:\n" + "PyTorch has good [documentation](https://pytorch.org/docs/stable/index.html) but it can take some time to familiarize oneself with the structure of the package; it's worth the effort to do so!\n", + "\n", + "We will also make use of other imports:" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -134,7 +125,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Tensors " + "## Tensors" ] }, { @@ -147,57 +138,57 @@ " \n", "- A scalar, a single number, is a zero-th order tensor.\n", " \n", - "- A column vector $v$ of dimensionality $d_c \\times 1$ is another (very special) type of tensor of order 1.\n", + "- A column vector $v$ of dimensionality $d_c \\times 1$ is a tensor of order 1.\n", " \n", - "- A row vector $x$ of dimensionality $1 \\times d_r$ is another (also very special) type of tensor of order 1.\n", + "- A row vector $x$ of dimensionality $1 \\times d_r$ is a tensor of order 1.\n", " \n", - "- A matrix $A$ of dimensionality $d_r \\times d_c$ is yet another type of tensor of order 2.\n", + "- A matrix $A$ of dimensionality $d_r \\times d_c$ is a tensor of order 2.\n", " \n", - "- A cube $T$ of dimensionality $d_r \\times d_c \\times d_d$ is also a tensor of order 3. An image can be thought of a tensor of order 3, where we use the first two dimensions encode pixel luminosity for a given channel that is specified by the third dimension (the color plane).\n", + "- A cube $T$ of dimensionality $d_r \\times d_c \\times d_d$ is a tensor of order 3. \n", "\n", - "For our purposes, tensors are the fundamental blocks that carry information in our mathematical model, and they are composed using several operations creating a mathematical graph in which information can flow (propagate) forward (functional application) and backwards (using the chain rule). \n", + "Tensors are the fundamental blocks that carry information in our mathematical models, and they are composed using several operations to create mathematical graphs in which information can flow (propagate) forward (functional application) and backwards (using the chain rule). \n", "\n", - "We have seen multidimensional arrays in Numpy: although they are not called the same way, these NumPy objects are also a representation of tensors." + "We have seen multidimensional arrays in NumPy. These NumPy objects are also a representation of tensors." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "**Side note**: what is _really_ a tensor? Tensors are important mathematical objects with applications in multiple domains in Mathematics and Physics. The term tensor comes from the usage of these mathematical objects to describe the stretching of a volume of matter under *tension*. They are central objects of study in a subfield of Mathematics known as Differential Geometry, that deals with the geometry of continuous vector spaces. As a very high-level summary (and as first approximation), tensors are defined as multi-linear \"machines\" that a number of slots (their order, aka rank), taking a number of \"column\" vectors and \"row\" vectors *to produce a scalar*. For example, a tensor $\\mathbf{A}$ (represented by a matrix with rows and columns that you could write in a sheet of paper) can be thought of having two slots. So when $\\mathbf{A}$ acts upon a column vector $\\mathbf{v}$ and a row vector $\\mathbf{x}$, it returns a scalar.\n", + "**Side note**: what is a tensor _really_? Tensors are important mathematical objects with applications in multiple domains in mathematics and physics. The term \"tensor\" comes from the usage of these mathematical objects to describe the stretching of a volume of matter under *tension*. They are central objects of study in a subfield of mathematics known as differential geometry, which deals with the geometry of continuous vector spaces. As a very high-level summary (and as first approximation), tensors are defined as multi-linear \"machines\" that have a number of slots (their order, a.k.a. rank), taking a number of \"column\" vectors and \"row\" vectors *to produce a scalar*. For example, a tensor $\\mathbf{A}$ (represented by a matrix with rows and columns that you could write in a sheet of paper) can be thought of having two slots. So when $\\mathbf{A}$ acts upon a column vector $\\mathbf{v}$ and a row vector $\\mathbf{x}$, it returns a scalar:\n", " \n", - "$\\mathbf{A}(\\mathbf{x}, \\mathbf{v}) = s$\n", + "$$\\mathbf{A}(\\mathbf{x}, \\mathbf{v}) = s$$\n", " \n", "If $\\mathbf{A}$ only acts on the column vector, for example, the result will be another column tensor $\\mathbf{u}$ of one order less than the order of $\\mathbf{A}$. Thus, when $\\mathbf{v}$ acts is similar to \"removing\" its slot: \n", "\n", - "$\\mathbf{u} = \\mathbf{A}(\\mathbf{v})$\n", + "$$\\mathbf{u} = \\mathbf{A}(\\mathbf{v})$$\n", "\n", "The resulting $\\mathbf{u}$ can later interact with another row vector to produce a scalar or be used in any other way. \n", "\n", - "This can be a very powerful way of thinking about tensors as their slots can guide you when writing the code, specially given that PyTorch has a _functional_ approach to modules where this view is very much highlighted. As we will see below, these simple equations above have an completely straighforward representation in the code. At the end, most of what our models will do is to process the input using this type of functional application so that we end up having a tensor output and a scalar value that measures how good our output is with respect to the real output value in the dataset." + "This can be a very powerful way of thinking about tensors, as their slots can guide you when writing code, especially given that PyTorch has a _functional_ approach to modules in which this view is very much highlighted. As we will see below, these simple equations above have a completely straightforward representation in the code. In the end, most of what our models will do is to process the input using this type of functional application so that we end up having a tensor output and a scalar value that measures how good our output is with respect to the real output value in the dataset." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Tensor Creation " + "### Tensor creation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Let's get started with tensors in PyTorch. The framework supports eight different types (Lapan 2018):\n", + "Let's get started with tensors in PyTorch. The framework supports eight different types ([Lapan 2018](#References)):\n", "\n", "- 3 float types (16-bit, 32-bit, 64-bit): `torch.FloatTensor` is the class name for the commonly used 32-bit tensor.\n", "- 5 integer types (signed 8-bit, unsigned 8-bit, 16-bit, 32-bit, 64-bit): common tensors of these types are the 8-bit unsigned tensor `torch.ByteTensor` and the 64-bit `torch.LongTensor`.\n", "\n", - "There are three fundamental ways to create tensors in PyTorch (Lapan 2018):\n", + "There are three fundamental ways to create tensors in PyTorch ([Lapan 2018](#References)):\n", "\n", "- Call a tensor constructor of a given type, which will create a non-initialized tensor. So we then need to fill this tensor later to be able to use it.\n", "- Call a built-in method in the `torch` module that returns a tensor that is already initialized.\n", - "- By using the PyTorch-NumPy bridge." + "- Use the PyTorch–NumPy bridge." ] }, { @@ -216,49 +207,29 @@ }, { "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "tensor([[4.2460e+13, 4.5911e-41, 4.2460e+13],\n", - " [4.5911e-41, 0.0000e+00, 0.0000e+00]]) torch.Size([2, 3])\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "t = torch.FloatTensor(2, 3)\n", - "print(t, t.size())" + "print(t)\n", + "print(t.size())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Note that we specified the dimensions as the arguments to the constructor by passing directly the numbers -- and not a list or a tuple, which would have very different outcomes as we will see below! We can always inspect the size of the tensor using the `size()` method.\n", + "Note that we specified the dimensions as the arguments to the constructor by passing the numbers directly – and not a list or a tuple, which would have very different outcomes as we will see below! We can always inspect the size of the tensor using the `size()` method.\n", "\n", - "The constructor method allocates space in memory for this tensor. Note however that the tensor is *non-initialized* for our purposes in Deep Learning. In order to initialize it we need to call any of the tensor initialization methods built-in in the basic tensor types. For example, the tensor we just created has a built-in method `zero_()`:" + "The constructor method allocates space in memory for this tensor. However, the tensor is *non-initialized*. In order to initialize it, we need to call any of the tensor initialization methods of the basic tensor types. For example, the tensor we just created has a built-in method `zero_()`:" ] }, { "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([[0., 0., 0.],\n", - " [0., 0., 0.]])" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "t.zero_()" ] @@ -268,26 +239,14 @@ "metadata": {}, "source": [ "The underscore after the method name is important: it means that the operation happens _in place_, this is, the returned object is the same object but now with different content.\n", - "A very handy way to construct a tensor using the constructor happens when we have available the content we want to put in the tensor in the form of a Python iterable: in this case we just pass it as the argument to the constructor:" + "A very handy way to construct a tensor using the constructor happens when we have available the content we want to put in the tensor in the form of a Python iterable. In this case, we just pass it as the argument to the constructor:" ] }, { "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([[1., 2., 3.],\n", - " [4., 5., 6.]])" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "torch.FloatTensor([[1, 2, 3], [4, 5, 6]])" ] @@ -308,18 +267,9 @@ }, { "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "A 64-bit integer tensor: tensor([1, 2, 3]), torch.LongTensor\n", - "A 32-bit float tensor: tensor([1., 2., 3.]), torch.FloatTensor\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "tl = torch.tensor([1, 2, 3])\n", "t = torch.tensor([1., 2., 3.])\n", @@ -331,23 +281,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can create a similar 2x3 tensor to the one above by using the `torch.zeros()` method passing a sequence of dimensions to it: " + "We can create a similar 2x3 tensor to the one above by using the `torch.zeros()` method, passing a sequence of dimensions to it: " ] }, { "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "tensor([[0., 0., 0.],\n", - " [0., 0., 0.]])\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "t = torch.zeros(2, 3)\n", "print(t)" @@ -357,37 +298,20 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can find a large variety of methods to create tensors there. We list some useful ones:" + "There are many methods for creating tensors. We list some useful ones:" ] }, { "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "tensor([[0., 0., 0.],\n", - " [0., 0., 0.]])\n", - "tensor([[1., 1., 1.],\n", - " [1., 1., 1.]])\n", - "tensor([[5., 5., 5.],\n", - " [5., 5., 5.]])\n", - "tensor([[0.7590, 0.1273, 0.4451],\n", - " [0.6683, 0.0196, 0.0866]])\n", - "tensor([[-1.7895, -0.7535, -0.4807],\n", - " [ 0.5964, 1.4192, -0.5725]])\n" - ] - } - ], - "source": [ - "t_zeros = torch.zeros_like(t) # zeros_like returns a new tensor\n", - "t_ones = torch.ones(2, 3) # creates a tensor with 1s\n", - "t_fives = torch.empty(2, 3).fill_(5) # creates a non-initialized tensor and fills it with 5\n", - "t_random = torch.rand(2, 3) # creates a uniform random tensor\n", - "t_normal = torch.randn(2, 3) # creates a normal random tensor with the specified dimensions\n", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "t_zeros = torch.zeros_like(t) # zeros_like returns a new tensor\n", + "t_ones = torch.ones(2, 3) # creates a tensor with 1s\n", + "t_fives = torch.empty(2, 3).fill_(5) # creates a non-initialized tensor and fills it with 5\n", + "t_random = torch.rand(2, 3) # creates a uniform random tensor\n", + "t_normal = torch.randn(2, 3) # creates a normal random tensor\n", "\n", "print(t_zeros)\n", "print(t_ones)\n", @@ -400,19 +324,22 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We now see emerging two important paradigms in PyTorch: an imperative approach to performing operations, using _inplace_ methods, is in marked contrast with an additional paradigm also used in PyTorch, the _functional_ approach, where the returned object is a copy of the original object. Both paradigms have their specific use cases as we will be seeing below. The rule of thumb is that _inplace_ methods are faster and don't require extra memory allocation in general, but they can be tricky to understand (keep this in mind regarding the computational graph that we will see below). _Functional_ methods make the code referentially transparent, which is a highly desired property that makes easier to understand the underlying math, but we rely on the effiency of the implementation:" + "We now see emerging two important paradigms in PyTorch. The _imperative_ approach to performing operations, using _inplace_ methods, is in marked contrast with an additional paradigm also used in PyTorch, the _functional_ approach, where the returned object is a copy of the original object. Both paradigms have their specific use cases as we will be seeing below. The rule of thumb is that _inplace_ methods are faster and don't require extra memory allocation in general, but they can be tricky to understand (keep this in mind regarding the computational graph that we will see below). _Functional_ methods make the code referentially transparent, which is a highly desired property that makes it easier to understand the underlying math, but we rely on the efficiency of the implementation:" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "t1 = torch.clone(t) # creates a new copy of the tensor that is still linked to the computational graph (see below)\n", + "# creates a new copy of the tensor that is still linked to \n", + "# the computational graph (see below)\n", + "t1 = torch.clone(t)\n", "assert id(t) != id(t1), 'Functional methods create a new copy of the tensor'\n", "\n", - "# To create a new _independent_ copy, we do need to detach from the graph\n", + "# To create a new _independent_ copy, we do need to detach \n", + "# from the graph\n", "t1 = torch.clone(t).detach()" ] }, @@ -420,30 +347,21 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### Using the PyTorch-NumPy bridge" + "#### Using the PyTorch–NumPy bridge" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "A quite useful feature of PyTorch is the almost seamless integration with NumPy that allows us to perform operations on NumPy and interact from PyTorch with the large number of NumPy libraries as well. Converting a NumPy multi-dimensional array into a PyTorch tensor is very simple: we only need to call the `tensor` method with NumPy objects as the argument:" + "A quite useful feature of PyTorch is its almost seamless integration with NumPy, which allows us to perform operations on NumPy and interact from PyTorch with the large number of NumPy libraries as well. Converting a NumPy multi-dimensional array into a PyTorch tensor is very simple: we only need to call the `tensor` method with NumPy objects as the argument:" ] }, { "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "NumPy array: [1. 2. 3.], type: float64\n", - "Torch tensor: tensor([1., 2., 3.], dtype=torch.float64), type: torch.float64\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# Create a new multi-dimensional array in NumPy with the np datatype (np.float32)\n", "a = np.array([1., 2., 3.])\n", @@ -459,25 +377,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can convert a PyTorch tensor into a NumPy array also seamlessly:" + "We can also seamlessly convert a PyTorch tensor into a NumPy array:" ] }, { "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([1., 2., 3.])" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "t.numpy()" ] @@ -507,23 +414,12 @@ }, { "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([-0.7830, 1.1622])" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "t = torch.randn(2, 3)\n", - "t[:,0]" + "t[ : , 0]" ] }, { @@ -535,26 +431,11 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "metadata": { "scrolled": true }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "tensor([[-0.5929, 0.0931, -0.3181, 1.0272, -0.3327, 0.3270],\n", - " [ 0.1875, -0.8570, -0.6022, -0.3721, -0.1816, -1.3812],\n", - " [ 0.5273, -0.9770, 1.2352, 0.7568, -0.0677, -1.0433],\n", - " [-0.3046, 0.4589, 0.1333, -0.3969, 0.0188, 0.1917],\n", - " [ 0.9501, 0.9675, 1.9239, 1.1949, 1.2277, 0.0470]])\n", - "tensor([[ 0.1875, -0.8570, -0.6022, -0.3721, -0.1816, -1.3812],\n", - " [-0.3046, 0.4589, 0.1333, -0.3969, 0.0188, 0.1917]])\n", - "tensor([-0.1816, 0.1917])\n" - ] - } - ], + "outputs": [], "source": [ "t = torch.randn(5, 6)\n", "print(t)\n", @@ -580,38 +461,15 @@ }, { "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "tensor([[-0.5929, 0.0931, -0.3181, 1.0272, -0.3327, 0.3270],\n", - " [ 0.1875, -0.8570, -0.6022, -0.3721, -0.1816, -1.3812],\n", - " [ 0.5273, -0.9770, 1.2352, 0.7568, -0.0677, -1.0433],\n", - " [-0.3046, 0.4589, 0.1333, -0.3969, 0.0188, 0.1917],\n", - " [ 0.9501, 0.9675, 1.9239, 1.1949, 1.2277, 0.0470]])\n", - "tensor([[-0.5929, 0.0931, -0.3181, 1.0272, -0.3327, 0.3270],\n", - " [ 0.1875, -0.8570, -0.6022, -0.3721, -0.1816, -1.3812],\n", - " [ 0.5273, -0.9770, 1.2352, 0.7568, -0.0677, -1.0433],\n", - " [-0.3046, 0.4589, 0.1333, -0.3969, 0.0188, 0.1917],\n", - " [ 0.9501, 0.9675, 1.9239, 1.1949, 1.2277, 0.0470]],\n", - " dtype=torch.float64)\n", - "tensor([[ 0, 0, 0, 1, 0, 0],\n", - " [ 0, 0, 0, 0, 0, 255],\n", - " [ 0, 0, 1, 0, 0, 255],\n", - " [ 0, 0, 0, 0, 0, 0],\n", - " [ 0, 0, 1, 1, 1, 0]], dtype=torch.uint8)\n" - ] - } - ], - "source": [ - "t = t.float() # converts to 32-bit float\n", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "t = t.float() # converts to 32-bit float\n", "print(t)\n", - "t = t.double() # converts to 64-bit float\n", + "t = t.double() # converts to 64-bit float\n", "print(t)\n", - "t = t.byte() # converts to unsigned 8-bit integer\n", + "t = t.byte() # converts to unsigned 8-bit integer\n", "print(t)" ] }, @@ -619,7 +477,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Operations on Tensors " + "### Operations on tensors" ] }, { @@ -631,20 +489,13 @@ }, { "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "tensor(42)\n" - ] - } - ], - "source": [ - "# Scalars \n", - "s = torch.tensor(42) # creates a tensor with a scalar (zero-th order tensor, i.e. just a number)\n", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Scalars =: creates a tensor with a scalar \n", + "# (zero-th order tensor, i.e. just a number)\n", + "s = torch.tensor(42)\n", "print(s)" ] }, @@ -652,25 +503,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Tip**: a very convenient way in newer PyTorch versions is to access to scalars with `.item()`:" + "**Tip**: a very convenient to access scalars is with `.item()`:" ] }, { "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "42" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "s.item()" ] @@ -679,40 +519,26 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's see higher-order tensors -- remember we can always inspect the dimensionality of a tensor using the `.size()` method:" + "Let's see higher-order tensors – remember we can always inspect the dimensionality of a tensor using the `.size()` method:" ] }, { "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Row vector tensor([[ 0.9739, -1.7025, 0.1483]]) with size torch.Size([1, 3])\n", - "Column vector tensor([[0.6065],\n", - " [1.5179],\n", - " [1.0098]]) with size torch.Size([3, 1])\n", - "Matrix tensor([[-0.1813, -0.5609, 0.4626],\n", - " [-1.0871, -0.4376, -0.9243],\n", - " [ 0.5843, -0.7621, -0.6608]]) with size torch.Size([3, 3])\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# Row vector\n", "x = torch.randn(1,3)\n", - "print(\"Row vector {} with size {}\".format(x, x.size()))\n", + "print(\"Row vector\\n{}\\nwith size {}\".format(x, x.size()))\n", "\n", "# Column vector\n", "v = torch.randn(3,1)\n", - "print(\"Column vector {} with size {}\".format(v, v.size()))\n", + "print(\"Column vector\\n{}\\nwith size {}\".format(v, v.size()))\n", "\n", "# Matrix\n", "A = torch.randn(3, 3)\n", - "print(\"Matrix {} with size {}\".format(A, A.size()))" + "print(\"Matrix\\n{}\\nwith size {}\".format(A, A.size()))" ] }, { @@ -724,27 +550,14 @@ }, { "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "tensor([[-0.4942],\n", - " [-2.2569],\n", - " [-1.4696]])\n", - "tensor([[-1.2610],\n", - " [-2.3814],\n", - " [-1.8043]])\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "u = torch.matmul(A, v)\n", "print(u)\n", "b = torch.randn(3,1)\n", - "y = u + b # we can also do torch.add(u, b)\n", + "y = u + b # we can also do torch.add(u, b)\n", "print(y)" ] }, @@ -752,22 +565,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "where we retrieve the expected result (a column vector of dimensions 3x1). We of course can compose operations:" + "where we retrieve the expected result (a column vector of dimensions 3x1). We can of course compose operations:" ] }, { "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3.143073558807373\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "s = torch.matmul(x, torch.matmul(A, v))\n", "print(s.item())" @@ -782,23 +587,12 @@ }, { "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([[0, 1, 2],\n", - " [0, 1, 2]])" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# common tensor methods (they also have the counterpart in the torch package, e.g. as torch.sum(t))\n", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# common tensor methods (they also have the counterpart in \n", + "# the torch package, e.g. as torch.sum(t))\n", "t = torch.randn(2,3)\n", "t.sum(dim=0) \n", "t.t() # transpose\n", @@ -821,36 +615,23 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## GPU computation " + "## GPU computation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Deep Learning frameworks take advantage of the powerful computational capabilities of modern graphic processing units (GPUs). GPUs were originally designed to perform frequent operations for graphics very efficiently and fast, such as linear algebra operations, which makes them ideal for our interests. PyTorch makes very easy to use the GPU: the common scenario is to tell the framework that we want to instantiate a tensor with a type that makes it a GPU tensor, or move a given CPU tensor to the GPU. All the tensors that we have seen above are CPU tensors, and PyTorch has the counterparts for GPU tensors in the `torch.cuda` module. Let's see how this works.\n", + "Deep Learning frameworks take advantage of the powerful computational capabilities of modern graphic processing units (GPUs). GPUs were originally designed to perform frequent operations for graphics very efficiently and fast, such as linear algebra operations, which makes them ideal for our interests. PyTorch makes it very easy to use the GPU: the common scenario is to tell the framework that we want to instantiate a tensor with a type that makes it a GPU tensor, or move a given CPU tensor to the GPU. All the tensors that we have seen above are CPU tensors, and PyTorch has the counterparts for GPU tensors in the `torch.cuda` module. Let's see how this works.\n", "\n", "A common way to explicitly declare the tensor type as a GPU tensor is through the use of the constructor method for tensor creation inside the `torch.cuda` module:" ] }, { "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([[0., 0., 0.],\n", - " [0., 0., 0.],\n", - " [0., 0., 0.]], device='cuda:0')" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "t_gpu = torch.cuda.FloatTensor(3, 3) # creation of a GPU tensor\n", "t_gpu.zero_() # initialization to zero" @@ -860,37 +641,22 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Devices " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "However, a more common approach that gives us flexibility is through the use of devices. A device in PyTorch refers to either the CPU (indicated by the string \"cpu\") or one of the possible GPU cards in the machine (indicated by the string \"cuda:$n$\", where $n$ is the index of the card). Let's create a random gaussian matrix using a method from the `torch` package, and set explicitly the computational device to be the GPU by specifying the `device` to be `cuda:0`, our first GPU card in our machine (this code will fail if you don't have a GPU, but we will work around that below): " + "However, a more common approach that gives us flexibility is through the use of devices. A device in PyTorch refers to either the CPU (indicated by the string \"cpu\") or one of the possible GPU cards in the machine (indicated by the string \"cuda:$n$\", where $n$ is the index of the card). Let's create a random gaussian matrix using a method from the `torch` package, and set the computational device to be the GPU by specifying the `device` to be `cuda:0`, the first GPU card in our machine (this code will fail if you don't have a GPU, but we will work around that below): " ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([[ 0.5961, 0.3101, -0.6615],\n", - " [ 1.1299, 1.2280, -1.0802],\n", - " [ 0.5733, 0.8676, -0.6882]], device='cuda:0')" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "t_gpu = torch.randn(3, 3, device=\"cuda:0\")\n", - "t_gpu" + "try:\n", + " t_gpu = torch.randn(3, 3, device=\"cuda:0\")\n", + "except:\n", + " print(\"Torch not compiled with CUDA enabled\")\n", + " t_gpu = None\n", + " \n", + "t_gpu " ] }, { @@ -903,24 +669,13 @@ }, { "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([[-1.0262, 0.2573, -1.2256],\n", - " [-0.5341, -1.2264, 0.3200],\n", - " [ 0.9489, -0.6399, -0.8682]])" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "t = torch.randn(3, 3) # we could also state explicitly the device to be the CPU with torch.randn(3,3,device=\"cpu\")\n", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# we could also state explicitly the device to be the \n", + "# CPU with torch.randn(3,3,device=\"cpu\")\n", + "t = torch.randn(3, 3) \n", "t" ] }, @@ -928,28 +683,19 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Note that in this case the device is the CPU, but PyTorch does not explictly say that given that this is the default behavior. To copy the tensor to the GPU we use the `.to()` method that every tensor implements, passing the device as an argument. This method creates a copy in the specified device or, if the tensor already resides in that device, it returns the original tensor (Lapan 2018): " + "In this case, the device is the CPU, but PyTorch does not explicitly say that given that this is the default behavior. To copy the tensor to the GPU we use the `.to()` method that every tensor implements, passing the device as an argument. This method creates a copy in the specified device or, if the tensor already resides in that device, it returns the original tensor ([Lapan 2018](#References)): " ] }, { "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "tensor([[-1.0262, 0.2573, -1.2256],\n", - " [-0.5341, -1.2264, 0.3200],\n", - " [ 0.9489, -0.6399, -0.8682]], device='cuda:0')\n", - "cuda:0\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "t_gpu = t.to(\"cuda:0\") # copies the tensor from CPU to GPU\n", - "# note that if we do now t_to_gpu.to(\"cuda:0\") it will return the same tensor without doing anything else as this tensor already resides on the GPU\n", + "# note that if we do now t_to_gpu.to(\"cuda:0\") it will \n", + "# return the same tensor without doing anything else \n", + "# as this tensor already resides on the GPU\n", "print(t_gpu)\n", "print(t_gpu.device)" ] @@ -963,17 +709,9 @@ }, { "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cuda:0\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "device = torch.device(\"cuda:0\") if torch.cuda.is_available() else torch.device(\"cpu\")\n", "print(device)" @@ -988,83 +726,72 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([[-1.0262, 0.2573, -1.2256],\n", - " [-0.5341, -1.2264, 0.3200],\n", - " [ 0.9489, -0.6399, -0.8682]], device='cuda:0')" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "t.to(device) # moves t to the device (this code will **not** fail if the local machine has not access to a GPU)" + "# moves t to the device (this code will **not** fail if the \n", + "# local machine has not access to a GPU)\n", + "t.to(device)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "**Side note**: having a good GPU backend support is a critical aspect of a Deep Learning framework -- even so that some models depend crucially on performing computations on a GPU. Most frameworks, including PyTorch, only provide good support for GPUs manufactured by Nvidia. This is mostly due to the heavy investment this company made on CUDA (Compute Unified Device Architecture), the underlying parallel computing platform that enable this type of scientific computing (and the reason for the device label), with specific implementations targeted to Deep Neural Networks as cuDNN. Other GPU manufacturers, most notably AMD, are making efforts to towards enabling ML computing in their cards, but their support is still partial." + "**Side note**: having good GPU backend support is a critical aspect of a deep learning framework. Some models depend crucially on performing computations on a GPU. Most frameworks, including PyTorch, only provide good support for GPUs manufactured by Nvidia. This is mostly due to the heavy investment this company made on CUDA (Compute Unified Device Architecture), the underlying parallel computing platform that enables this type of scientific computing (and the reason for the device label), with specific implementations targeted to Deep Neural Networks as cuDNN. Other GPU manufacturers, most notably AMD, are making efforts to towards enabling ML computing in their cards, but their support is still partial." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "# Neural Network Foundations " + "## Neural network foundations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Computing gradients is a crucial feature in deep learning, given that the training procedure of neural networks rely on optimization techinques that update the parameters of the model by using the gradient information of a scalar magnitude -- the loss function. How is it possible to compute the derivatives? There are different methods, namely\n", + "Computing gradients is a crucial feature in deep learning, given that the training procedure of neural networks relies on optimization techniques that update the parameters of the model by using the gradient information of a scalar magnitude – the loss function. How is it possible to compute the derivatives? There are different methods, namely\n", "\n", "- **Symbolic Differentiation**: given a symbolic expression, the software provides the derivative by performing symbolic transformations (e.g. Wolfram Alpha). The benefits are clear, but it is not always possible to compute an analytical expression.\n", - "- **Numerical Differentiation**: computes the derivatives using expressions that are suitable to be evaluated numerically, using the finite differences methods to several orders of approximation. A big drawback is that these methods are slow.\n", - "- **Automatic Differentiation**: it is an approach in which a library adds to the set of functional primitives (a number of functions for which an implementation is available) an implementation of the derivative for each of these functions. Thus, if the library contains the function $sin(x)$, it also implements the derivative of this function, $\\frac{d}{dx}sin(x) = cos(x)$. Then, given a composition of functions, the library can compute the derivative with respect a variable by succesive application of the chain rule, a method that is known in deep learning as backpropagation.\n" + "\n", + "- **Numerical Differentiation**: computes the derivatives using expressions that are suitable to be evaluated numerically, using the finite differences method to several orders of approximation. A big drawback is that these methods are slow.\n", + "\n", + "- **Automatic Differentiation**: a library adds to the set of functional primitives an implementation of the derivative for each of these functions. Thus, if the library contains the function $sin(x)$, it also implements the derivative of this function, $\\frac{d}{dx}sin(x) = cos(x)$. Then, given a composition of functions, the library can compute the derivative with respect a variable by successive application of the chain rule, a method that is known in deep learning as backpropagation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Automatic Differentiation " + "### Automatic differentiation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Modern deep learning libraries are capable of performing automatic differentiation, although the underlying implementation model result in very different user experiences. The two main approaches to computing the graph are _static_ and _dynamic_ processing (Lapan 2018):\n", + "Modern deep learning libraries are capable of performing automatic differentiation. The two main approaches to computing the graph are _static_ and _dynamic_ processing ([Lapan 2018](#References)):\n", "\n", - "- **Static graphs**: the deep learning framework converts the computational graph into a static representation that cannot be modified. This allows the library developers to do very aggressive optimizations on this static graph ahead of computation time, pruning some areas and transforming others so that the final product is highly optimized and fast. The drawback is that some models can be really hard to implement with this approach. One of the libraries we use in the course, TensorFlow, uses static graphs. Having static graphs is part of the reason why TensorFlow has excellent support for sequence processing, which makes it very popular in NLP.\n", + "- **Static graphs**: the deep learning framework converts the computational graph into a static representation that cannot be modified. This allows the library developers to do very aggressive optimizations on this static graph ahead of computation time, pruning some areas and transforming others so that the final product is highly optimized and fast. The drawback is that some models can be really hard to implement with this approach. For example, TensorFlow uses static graphs. Having static graphs is part of the reason why TensorFlow has excellent support for sequence processing, which makes it very popular in NLP.\n", "\n", - "- **Dynamic graphs**: the framework does not create a graph ahead of computation, but records the operations that are performed, which can be quite different for different inputs. When it is time to compute the gradients, it unrolls the graph and perform the computations. A major benefit of this approach is that implementing complex models can be easier in this paradigm (e.g. conditional computation is really easy). This flexibility comes at the expense of the major drawback of this approach: speed. Dynamic graphs cannot leverage the same level of ahead-of-time optimization, which makes them slower. PyTorch uses dynamic graphs as the underlying paradigm for gradient computation.\n", - "\n" + "- **Dynamic graphs**: the framework does not create a graph ahead of computation, but records the operations that are performed, which can be quite different for different inputs. When it is time to compute the gradients, it unrolls the graph and perform the computations. A major benefit of this approach is that implementing complex models can be easier in this paradigm. This flexibility comes at the expense of the major drawback of this approach: speed. Dynamic graphs cannot leverage the same level of ahead-of-time optimization as static graphs, which makes them slower. PyTorch uses dynamic graphs as the underlying paradigm for gradient computation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "![Simple Graph](fig/simple_computation_graph.png)" + "Here is simple graph to compute $y = wx + b$ (from [Rao and MacMahan 2019](#References-and-Further-Reading)):" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Simple graph to compute $y = wx + b$ (from Rao and MacMahan 2019) \n", - "\n" + "" ] }, { @@ -1074,14 +801,14 @@ "PyTorch computes the graph using the Autograd system. Autograd records a graph when performing the forward pass (function application), keeping track of all the tensors defined as inputs. These are the leaves of the graph. The output tensors are the roots of the graph. By navigating this graph from root to leaves, the gradients are automatically computed using the chain rule. In summary,\n", "\n", "- Forward pass (the successive function application) goes from leaves to root. We use the apply method in PyTorch.\n", - "- Once the forward pass is completed, Autograd has recorded the graph and the backward pass (chain rule) can be done. We use the method `.backwards()` on the root of the graph." + "- Once the forward pass is completed, Autograd has recorded the graph and the backward pass (chain rule) can be done. We use the method `backwards()` on the root of the graph." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Modules " + "### Modules" ] }, { @@ -1093,7 +820,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1104,31 +831,35 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "All our models subclass this base `nn.Module` class, which provides an interface to important methods used for constructing and working with our models, and contain sensible initializations for our models. Modules can contain (and usually do) other modules. \n", + "All our models subclass this base `nn.Module` class, which provides an interface to important methods used for constructing and working with our models, and which contains sensible initializations for our models. Modules can contain other modules (and usually do).\n", "\n", "Let's see a simple, custom implementation of a multi-layer feed forward network. In the example below, our simple mathematical model is\n", "\n", - "$\\mathbf{y} = \\mathbf{U}(f(\\mathbf{W}(\\mathbf{x})))$\n", + "$$\\mathbf{y} = \\mathbf{U}(f(\\mathbf{W}(\\mathbf{x})))$$\n", "\n", "where $f$ is a non-linear function (a `ReLU`), is directly translated into a similar expression in PyTorch. To do that, we simply subclass `nn.Module`, register the two affine transformations and the non-linearity, and implement their composition within the `forward` method:" ] }, { "cell_type": "code", - "execution_count": 30, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "class MyCustomModule(nn.Module):\n", " def __init__(self, n_inputs, n_hidden, n_output_classes):\n", - " super(MyCustomModule, self).__init__() # call super to initialize the class above in the hierarchy\n", - " self.W = nn.Linear(n_inputs, n_hidden) # first affine transformation\n", - " self.f = nn.ReLU() # non-linearity (here it is also a layer!)\n", - " self.U = nn.Linear(n_hidden, n_output_classes) # final affine transformation\n", + " # call super to initialize the class above in the hierarchy\n", + " super(MyCustomModule, self).__init__()\n", + " # first affine transformation\n", + " self.W = nn.Linear(n_inputs, n_hidden) \n", + " # non-linearity (here it is also a layer!)\n", + " self.f = nn.ReLU()\n", + " # final affine transformation\n", + " self.U = nn.Linear(n_hidden, n_output_classes) \n", " \n", " def forward(self, x):\n", - " y = self.U(self.f(self.W(x)))\n", - " return y" + " y = self.U(self.f(self.W(x)))\n", + " return y" ] }, { @@ -1140,17 +871,9 @@ }, { "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "tensor([[-0.5364, -0.1848]], grad_fn=)\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# set the network's architectural parameters\n", "n_inputs = 3\n", @@ -1161,7 +884,9 @@ "model = MyCustomModule(n_inputs, n_hidden, n_output_classes)\n", "\n", "# create a simple input tensor \n", - "x = torch.FloatTensor([[0.3, 0.8, -0.4]]) # size is [1,3]: a mini-batch of one example, this example having dimension 3\n", + "# size is [1,3]: a mini-batch of one example, \n", + "# this example having dimension 3\n", + "x = torch.FloatTensor([[0.3, 0.8, -0.4]]) \n", "\n", "# compute the model output by **applying** the input to the module\n", "y = model(x)\n", @@ -1174,33 +899,33 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "As we see, the output is a tensor with its gradient function attached -- Autograd tracks it for us." + "As we see, the output is a tensor with its gradient function attached – Autograd tracks it for us." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "**Tip**: modules overrides the `__call__()` method, where the framework does some work. Thus, instead of calling directly the `forward()` method, apply the input to the model instead." + "**Tip**: modules overrides the `__call__()` method, where the framework does some work. Thus, instead of directly calling the `forward()` method, we apply the input to the model instead." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Sequential " + "### Sequential" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "A powerful class in the `nn` package is `Sequential`, that allows to express the code above more succintly:" + "A powerful class in the `nn` package is `Sequential`, which allows us to express the code above more succinctly:" ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1213,8 +938,8 @@ " nn.Linear(n_hidden, n_output_classes))\n", " \n", " def forward(self, x):\n", - " y = self.network(x)\n", - " return y" + " y = self.network(x)\n", + " return y" ] }, { @@ -1226,7 +951,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1240,38 +965,29 @@ " nn.Linear(n_hidden, 2*n_hidden),\n", " nn.ReLU(),\n", " nn.Linear(2*n_hidden, n_output_classes), \n", - " nn.Dropout(1 - self.p_keep), # dropout argument is probability of dropping\n", - " nn.Softmax(dim=1) # applies softmax in the data dimension\n", + " # dropout argument is probability of dropping\n", + " nn.Dropout(1 - self.p_keep),\n", + " # applies softmax in the data dimension\n", + " nn.Softmax(dim=1) \n", " )\n", " \n", " def forward(self, x):\n", - " y = self.network(x)\n", - " return y" + " y = self.network(x)\n", + " return y" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "**Side note**: Another important package in `torch.nn` is `Functional`, typically imported as `F`. Functional contains many useful functions from non-linear activations to convolutional, dropout, and even distance functions. Many of these functions have counterpart implementations as layers in the `nn` package so that they can be easily used in pipelines like the one above implemented using `nn.Sequential`." + "**Side note**: Another important package in `torch.nn` is `Functional`, typically imported as `F`. Functional contains many useful functions, from non-linear activations to convolutional, dropout, and even distance functions. Many of these functions have counterpart implementations as layers in the `nn` package so that they can be easily used in pipelines like the one above implemented using `nn.Sequential`." ] }, { "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([[0., 0., 0., 5.]])" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "import torch.nn.functional as F\n", "\n", @@ -1284,14 +1000,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Criteria and Loss Functions " + "### Criteria and loss functions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "PyTorch has implementations for the most common criteria in the `torch.nn` package. You may notice that, as with many of the other functions, there are two implementations of loss functions: the reference functions in `torch.nn.functional` and practical class in `torch.nn`, which are the ones we typically use. Probably the two most common ones are (Lapan 2018):\n", + "PyTorch has implementations for the most common criteria in the `torch.nn` package. You may notice that, as with many of the other functions, there are two implementations of loss functions: the reference functions in `torch.nn.functional` and practical class in `torch.nn`, which are the ones we typically use. Probably the two most common ones are ([Lapan 2018](#References)):\n", "\n", "- `nn.MSELoss` (mean squared error): squared $L_2$ norm used for regression.\n", "- `nn.CrossEntropyLoss`: criterion used for classification as the result of combining `nn.LogSoftmax()` and `nn.NLLLoss()` (negative log likelihood), operating on the input scores directly. When possible, we recommend using this class instead of using a softmax layer plus a log conversion and `nn.NLLLoss`, given that the `LossSoftmax` implementation guards against common numerical errors, resulting in less instabilities.\n", @@ -1301,45 +1017,45 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "tensor(0.5327, grad_fn=)\n" - ] - } - ], + "outputs": [], "source": [ - "y_gold = torch.tensor([1]) # the true label (in this case, 2) from our dataset wrapped \n", - " # as a tensor of minibatch size of 1\n", - "criterion = nn.CrossEntropyLoss() # our simple classification criterion for this simple example\n", + "# the true label (in this case, 2) from our dataset wrapped \n", + "# as a tensor of minibatch size of 1\n", + "y_gold = torch.tensor([1]) \n", + " \n", + "# our simple classification criterion for this simple example \n", + "criterion = nn.CrossEntropyLoss() \n", "\n", - "y = model(x) # forward pass of our model (remember, using apply instead of forward) \n", + "# forward pass of our model (remember, using apply instead of forward)\n", + "y = model(x) \n", "\n", - "loss = criterion(y, y_gold) # apply the criterion to get the loss corresponding to the pair (x, y)\n", - " # with respect to the real y (y_gold)\n", + "# apply the criterion to get the loss corresponding to the pair (x, y)\n", + "# with respect to the real y (y_gold)\n", + "loss = criterion(y, y_gold) \n", + " \n", "\n", - "print(loss) # the loss contains a gradient function that we can use to compute\n", - " # the gradient dL/dw (gradient with respect to the parameters for a given fixed input)" + "# the loss contains a gradient function that we can use to compute\n", + "# the gradient dL/dw (gradient with respect to the parameters \n", + "# for a given fixed input)\n", + "print(loss) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Optimization " + "### Optimization" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Once we have computed the loss for a training example or minibatch of examples, we update the parameters of the model guided by the information contained in the gradient. The role of updating the parameters belongs to the optimizer, and PyTorch as a number of implementations available right away -- and if you don't find your preferred optimizer as part of the library, chances are that you will find an existing implementation. Also, coding your own optimizer is indeed quite easy in PyTorch.\n", + "Once we have computed the loss for a training example or minibatch of examples, we update the parameters of the model guided by the information contained in the gradient. The role of updating the parameters belongs to the optimizer, and PyTorch has a number of implementations available right away – and if you don't find your preferred optimizer as part of the library, chances are that you will find an existing implementation. Also, coding your own optimizer is indeed quite easy in PyTorch.\n", "\n", - "**Side Note** The following is a summary of the most common optimizers. It is intended to serve as a reference (I use this table myself quite a lot). In practice, most people pick an optimizer that has been proven to behave well on a given domain, but optimizers are also a very active area of research on Numerical Analysis, so it is a good idea to pay some attention to this subfield. We recommend to use second-order dynamics with adaptive time step (following Fedkiew 2019):\n", + "**Side Note** The following is a summary of the most common optimizers. It is intended to serve as a reference (I use this table myself quite a lot). In practice, most people pick an optimizer that has been proven to behave well on a given domain, but optimizers are also a very active area of research on numerical analysis, so it is a good idea to pay some attention to this subfield. We recommend using second-order dynamics with an adaptive time step:\n", "\n", "- First-order dynamics\n", " - Search direction only: `optim.SGD`\n", @@ -1354,7 +1070,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Training a Simple Model " + "### Training a simple model" ] }, { @@ -1363,15 +1079,15 @@ "source": [ "In order to illustrate the different concepts and techniques above, let's put them together in a very simple example: our objective will be to fit a very simple non-linear function, a sine wave:\n", "\n", - "$y = a \\sin(x + \\phi)$\n", + "$$y = a \\sin(x + \\phi)$$\n", "\n", "where $a, \\phi$ are the given amplitude and phase of the sine function. Our objective is to learn to adjust this function using a feed forward network, this is:\n", "\n", - "$ \\hat{y} = f(x)$\n", + "$$ \\hat{y} = f(x)$$\n", "\n", "such that the error between $y$ and $\\hat{y}$ is minimal according to our criterion. A natural criterion is to minimize the squared distance between the actual value of the sine wave and the value predicted by our function approximator, measured using the $L_2$ norm.\n", "\n", - "**Side Note**: Although this example is easy, simple variations of this setting can pose a big challenge, and are used currently to illustrate difficult problems in learning, especially in a very active subfield known as meta-learning (e.g. Finn et. al 2017, Schulman and Nichol 2018)." + "**Side Note**: Although this example is easy, simple variations of this setting can pose a big challenge, and are used currently to illustrate difficult problems in learning, especially in a very active subfield known as meta-learning." ] }, { @@ -1383,7 +1099,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1405,7 +1121,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1421,32 +1137,9 @@ }, { "cell_type": "code", - "execution_count": 38, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "M = 1200\n", "\n", @@ -1460,12 +1153,12 @@ "y = np.sin(x) + eta\n", "\n", "# plot\n", - "plt.scatter(x,y)" + "_ = plt.scatter(x,y)" ] }, { "cell_type": "code", - "execution_count": 39, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1479,7 +1172,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1497,15 +1190,19 @@ " return self.x[index], self.y[index]\n", "\n", "sine_dataset = SineDataset(x_train, y_train)\n", + "\n", "sine_dataset_test = SineDataset(x_test, y_test)\n", "\n", - "sine_loader = torch.utils.data.DataLoader(sine_dataset, batch_size=32, shuffle=True)\n", - "sine_loader_test = torch.utils.data.DataLoader(sine_dataset_test, batch_size=32)" + "sine_loader = torch.utils.data.DataLoader(\n", + " sine_dataset, batch_size=32, shuffle=True)\n", + "\n", + "sine_loader_test = torch.utils.data.DataLoader(\n", + " sine_dataset_test, batch_size=32)" ] }, { "cell_type": "code", - "execution_count": 41, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1527,22 +1224,9 @@ }, { "cell_type": "code", - "execution_count": 42, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# declare the model\n", "model = SineModel().to(device)\n", @@ -1573,17 +1257,9 @@ }, { "cell_type": "code", - "execution_count": 43, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.00704681989736855\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# testing\n", "with torch.no_grad():\n", @@ -1601,12 +1277,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Reproducibility " + "## Reproducibility" ] }, { "cell_type": "code", - "execution_count": 44, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1630,7 +1306,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# References and Further Reading " + "## References" ] }, { diff --git a/utils.py b/utils.py index cbc15b6..7db11a1 100644 --- a/utils.py +++ b/utils.py @@ -11,7 +11,7 @@ import os __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" def glove2dict(src_filename): @@ -220,18 +220,10 @@ def create_pretrained_embedding(lookup, vocab): return embedding, vocab -def tf_train_progress_logging(): - logging.getLogger('tensorflow').setLevel(logging.INFO) - def info_filter(logrec): - return int('loss' in logrec.getMessage().lower()) - logging.getLogger('tensorflow').addFilter(info_filter) - - def fix_random_seeds( seed=42, set_system=True, set_torch=True, - set_tensorflow=True, set_torch_cudnn=True): """Fix random seeds for reproducibility. @@ -241,8 +233,6 @@ def fix_random_seeds( Random seed to be set. set_system : bool Whether to set `np.random.seed(seed)` and `random.seed(seed)` - set_tensorflow : bool - Whether to set `tf.random.set_random_seed(seed)` set_torch : bool Whether to set `torch.manual_seed(seed)` set_torch_cudnn: bool @@ -252,9 +242,9 @@ def fix_random_seeds( Notes ----- - Even though the random seeds are explicitly set, - the behavior may still not be deterministic (especially when a - GPU is enabled), due to: + Even though the random seeds are explicitly set, the behavior may + still not be deterministic (especially when a GPU is enabled), + due to: * CUDA: There are some PyTorch functions that use CUDA functions that can be a source of non-determinism: @@ -268,7 +258,6 @@ def fix_random_seeds( """ import torch - import tensorflow as tf # set system seed if set_system: np.random.seed(seed) @@ -282,7 +271,3 @@ def fix_random_seeds( if set_torch_cudnn: torch.backends.cudnn.deterministic = True torch.backends.cudnn.benchmark = False - - # set tf seed - if set_tensorflow: - tf.random.set_random_seed(seed) diff --git a/vsm.py b/vsm.py index bdf8501..b5707cc 100644 --- a/vsm.py +++ b/vsm.py @@ -13,7 +13,7 @@ import utils __author__ = "Christopher Potts" -__version__ = "CS224u, Stanford, Spring 2019" +__version__ = "CS224u, Stanford, Spring 2020" def euclidean(u, v): @@ -155,6 +155,30 @@ def get_character_ngrams(w, n): return ["".join(w[i: i+n]) for i in range(len(w)-n+1)] +def character_level_rep(word, cf, n=4): + """Get a representation for `word` as the sum of all the + representations of `n`grams that it contains, according to `cf`. + + Parameters + ---------- + word : str + The word to represent. + cf : pd.DataFrame + The character-level VSM (e.g, the output of `ngram_vsm`). + n : int + The n-gram size. + + Returns + ------- + pd.Series + + """ + ngrams = get_character_ngrams(word, n) + ngrams = [n for n in ngrams if n in cf.index] + reps = cf.loc[ngrams].values + return reps.sum(axis=0) + + def tsne_viz(df, colors=None, output_filename=None, figsize=(40, 50)): """2d plot of `df` using t-SNE, with the points labeled by `df.index`, aligned with `colors` (defaults to all black). diff --git a/vsm_01_distributional.ipynb b/vsm_01_distributional.ipynb index 4a0a9f5..763d70b 100644 --- a/vsm_01_distributional.ipynb +++ b/vsm_01_distributional.ipynb @@ -18,7 +18,7 @@ "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { @@ -1235,27 +1235,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "This has the same column dimension as the `imdb5`, but the rows are expanded with all the 4-grams, including boundary symbols `` and ``. Here's a simple function for creating new word representations from the associated character-level ones:" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [], - "source": [ - "def character_level_rep(word, cf, n=4):\n", - " ngrams = vsm.get_character_ngrams(word, n)\n", - " ngrams = [n for n in ngrams if n in cf.index] \n", - " reps = cf.loc[ngrams].values\n", - " return reps.sum(axis=0) " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Many variations on this are worth trying – including the original word vector where available, changing the aggregation method from `sum` to something else, using a real morphological parser instead of just n-grams, and so on." + "This has the same column dimension as the `imdb5`, but the rows are expanded with all the 4-grams, including boundary symbols `` and ``. \n", + "\n", + "`vsm.character_level_rep` is a simple function for creating new word representations from the associated character-level ones. Many variations on that function are worth trying – for example, you could include the original word vector where available, change the aggregation method from `sum` to something else, use a real morphological parser instead of just n-grams, and so on." ] }, { @@ -1291,7 +1273,7 @@ "metadata": {}, "outputs": [], "source": [ - "superbly = character_level_rep(\"superbly\", imdb5_ngrams)" + "superbly = vsm.character_level_rep(\"superbly\", imdb5_ngrams)" ] }, { @@ -1300,7 +1282,7 @@ "metadata": {}, "outputs": [], "source": [ - "superb = character_level_rep(\"superb\", imdb5_ngrams)" + "superb = vsm.character_level_rep(\"superb\", imdb5_ngrams)" ] }, { @@ -1353,7 +1335,7 @@ "outputs": [ { "data": { - "image/png": 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qKirSrVu3zJkzJ3PmzEm3bt2yyy67pF27dnnjjTcyY8aMdOjQIV27ds0ll1ySJOnUqVPeeOONHHnkkUmSqqqqdO3a9TPrAQAA/rHCP5PYL7X27dsXJ02aVNtlAAAAAAD/pt56660MHjw4v/3tb1NeXp4JEyakrKwsnTt3zgsvvFBztNADDzyQpk2bpm3bttlwww3z4YcfZoMNNkjbtm3z3HPPpVgspk6dOvn2t7+dqqqqTJs2LdXV1WnSpEkqKipy6623Zqeddsr8+fPTpEmTrFq1KhtssEGS5IMPPkj9+vXTrFmzDB8+PNtuu+3/WHNFRUXGjBnzL4U5Pq8v4xl8MZWVlRkzZkxuvfXWzJ07N5MnT84999yTc889N8cee2weeOCBLFu2LMcee2zuv//+3Hrrrfnd736XXXfdNQ899FAqKyszcODAmoDR7Nmzc8ABB+T666/PzTffnFdffTXXXHNNzjnnnBx88MGZPHly/vu//ztLlizJxhtvnLp166Zv374pFospFArp1KlTxo8fn+9973t58MEH8+yzz+bJJ5/MySef/Jn1AADAf5JCoTC5WCy2/1x9BXMAAAAAgK+bhx56KCeddFJOO+20tGjRIsOGDcv999+flStX5qyzzsodd9yRiRMn5je/+U0uvfTSdOjQIRtvvHE6d+6cDTbYIK+99lpGjhyZV155JeXl5VmzZk2aNWuW+vXr5/HHH88OO+yQZcuWpXv37nn//fdTr169zJ07N/fdd1+6d++e1157LS1atKgJOfxPBHOorKzMb3/72yxcuDBLlizJ9OnTc8ghh2TmzJn59re/nZkzZ6ZZs2aZPXt2li9fnj333DPDhw/PDjvskDvvvDNbb711Bg4cmNatW2ft2rV5+umn87e//S3nn39+rr322hSLxbz11ltp0qRJNt9883zrW9/K/Pnzc9555+X//J//kx122CGVlZXZYIMNct1116V58+Zp06ZNunXrlldeeSW//vWv89JLL6Vfv3754IMP8sMf/nCdHaEqKytrb/EAAKAW/DPBHEdZAQAAAABfGXPmzEmfPn0+81qxWMwvfvGLdOvWLQcccEDuu+++Tx3d8/H9L774YhYvXpwzzjh/uSvXAAAgAElEQVQjvXr1ysiRI/PBBx+kbt26ueKKK/Luu+9m6dKlGTlyZFq0aJElS5bkzTffTNOmTTNx4sQ8/fTTadOmTX73u99lww03TJJ84xvfyKJFi7L99tunrKwsW2yxRd55553MmTMnW2yxRRo0aJDLLrssp59+egYMGJBTTz0177///qfmUV1dneOPPz7l5eXZf//9kyTnnXdevvOd72Tw4MFJkkGDBqW8vDx77713nn/++SQfhWvOOeecdfp9Vtuzzz6bioqKdOzYMXfcccf6/YAomdWrV+fII4/MNttsk9tvvz2DBw9Oz54907Zt2+y44465+uqr07FjxyxZsiRPPPFErr766rRt2zYDBgzIrbfemrPPPjsvvfRSBg0alDPPPDMHHHBAnnvuuey7777Zcssts2zZstx2221J8qmwWMuWLTNv3rw0bdo0v/3tb3PFFVekWbNmuffee1OnTp088sgjefnll7PHHntkp512yne+851UVlamsrIyo0ePro3lAgCAfxuCOQAAAADAv4WRI0dmhx12yNixY3PSSSfltddey6pVq/Loo4/mZz/7WW655ZaavltuuWVatGiRqqqq/OUvf0lVVVUKhULefvvtDB48OFtvvXVuvfXWVFVVZdGiRWnXrl022GCD/PnPf863vvWttGrVKosXL857772XDz74IEmycOHCNGrUKG+88UY+3ol8hx12yDbbbJPHH3888+fPz6OPPprRo0dn6NChady4cUaOHPmpeTzwwANp3Lhxxo0bl4cffjhJcvjhh2f8+PH5wx/+kCQ55ZRTMm7cuAwfPjxXXHFFzb1/3++z2s4///w8+OCDGT9+fIYPH57Vq1ev50+CUth5552TJBtvvHFmzpyZs846K6NGjcojjzySFi1a5Mc//nH++te/5tJLL83kyZPz5ptvZrfddsu8efOy2267pW7duqlXr15atWqVE044IVOnTk1VVVU23XTTzJo1K/vuu2+mTJnymc9+55130rlz5zz//PPp1atXZs+enY022ih16tRJ27ZtM2/evOyzzz5JkkaNGuWAAw5Ily5d0rVr11x66aVf2hoBAMC/I/uWAgAAAAC16umnn85pp52WjTfeOH369MmCBQty2GGHZfbs2XnggQey3Xbb5Ve/+lVGjhyZJUuW5OGHH86bb76ZsrKylJeXZ8stt8zTTz+dSy+9NLvuumuS5Gc/+1nOPffclJV99N3EAw44IKNGjcpWW22VYrGYLbbYIgcccEBuvfXWNG/ePCtXrkxVVVXefPPNPPXUUykWiykrK8szzzyTnXfeOZtuummqq6vTpEmTXHTRRTXj9uvXL8cee2w6dOiQ2bNnZ+edd86KFSvSuXPnJMndd9/9qflOnz49HTp0SJKacVq2bJl69erVvB86dGiGDx+esrKydXY3+ft+n9U2derU9O7dO0myZMmSLF68eP19WOtBZWVlxowZkwEDBtR2KV8py5Yty4ABA9KqVau8/vrr2W677fLAAw/k3HPPzS677JKTTjopV1xxRc4777wkyR//+Mccc8wxGTFiRC655JLssccead68ed57773MmDEjo0ePzvDhwzNgwICMGzcuTzzxRCZPnpy77747w4YNS0VFRcrLy/PUU0+lU6dOGThwYPr27ZvjjjsuS5YsSd++fVNVVZWXX345Dz74YJo2bVpT6zHHHJNjjjmmllYKAAD+vQjmAAAAAAC16pFHHslll12WioqKzJ49O9ddd13GjBmT//7v/86IESPSoUOHrFy5MldffXXuuuuutG7dOj169Mhll12WiRMn5jvf+U4efvjhrFq1KrvvvnvuueeerF69OosXL05ZWVl69OiRY445JlOmTMnLL7+cJOnZs2d+8IMfpEOHDnn88cezbNmyVFRUZNq0afnRj36Ua665Jt/85jdrdtr5ZBAmSW699dYkyRFHHJEjjjjin5pvixYtMnHixPTq1SvV1dVJPn200I033pjnn38+M2fOzAknnJAkmTJlSqqqqlKvXr2afq+99lpmzpxZE0hKkrZt2+aee+7JxhtvnDVr1qzTn6+uevXqpWfPnlm1alX+8Ic/5OCDD86kSZOy+eabZ5dddkmbNm2y4447pmPHjqlfv37uvffeJB/t2vRf//Vf6du3b8rLy7PJJpukW7duadWqVZKkbt26+elPf5oOHTpkn332+Vy/D7/+9a9z1FFHpXHjxmnYsKHfIQAA+AIEcwAAAACAWnXiiSdmwIABGTx4cE4++eTstttuKSsrS5MmTTJjxozMnDkz7dq1S+/evXP33Xfn2muvzahRo/Lee+/l3XffzdKlS3PzzTenadOmNQGCuXPn5rjjjsvatWvTrFmzNGzYMJ06dUqPHj1SLBZz8cUXJ0nOOuusdOnSJe3atcs222yTJBk4cGCOPfbYfPjhh6lXr15GjBiRTTbZZL3Nt3fv3nnooYfSpUuXfzjuXnvtlS5duqRLly7/9PgXXXRRevfunerq6my55ZYZMWLEFy35CxkyZEjWrl2b448/PhdeeGEqKiqSJCtWrEifPn1y6aWXZrfddqvVGr8K2rRps84uQs8999yn+gwcOHCd90OGDKl5/Ze//OUfjn388cfn5z//eZ599tncfvvtST7auShJLrzwwk+Nt3bt2kycODFVVVXp2LFjvvGNb/yTswEAAD4mmAMAAAAA1KqGDRvmxhtvzIIFC3Lcccdlq622qrlWLBbTrFmzPP744ykUCunZs2datmyZs88+Ox07dsymm26aCRMmpEuXLtlzzz3TtGnTDBs2LEny1FNPrfOcrl27furZvXv3rjn26WM777xzHn300RLM9CNlZWUZPHjwOm3V1dU5/vjjUywWs//++6dLly6ZPn16nnjiidx0001JPgpu9O/fP+PHj8+xxx6b5KOdf+rWrZsPPvgg3/zmN9OtW7c0atQoo0aNWmeXk49DGF8V7777bo4++ugMGjRIKOdLcN111+X+++/P6tWr84c//OF/7T9r1qwcf/zxWblyZY477rjUreu/EgAA4F9V9r93AQAAAAAonZtvvjldunRJr169anZT+aS99torDRo0SOfOnXPnnXfm5z//eZKPAjQbbbRR6tevn7p166ZDhw5fcuXrzwMPPJDGjRtn3Lhxefjhh3PKKadk3LhxGT58eK644oqafgcffHAmTJiQIUOGZPXq1TXtt912W3r37p2xY8emoqIi99xzT21M4zN98piuYrGYJLn77rvTpk2b7L777rVV1ldKRUXFOrvlrG+nnXZaxo0bl2eeeSbNmzf/X/s3b948f/7znzN58uSceOKJJasLAAD+E4i5AwAAAAC16tRTT82pp576qfaKioqaoM4NN9zwqeuf3PljwoQJJavvyzB9+vSaYFFZWVmGDh2a4cOHp6ysbJ1gS9u2bVOnTp3suOOOWbRoUU37q6++msmTJ+fmm2/OqlWrcuSRR37pc/hHNt9887z44otJkhdffDFdu3bNMccckzfeeCP3339/DjrooFquEAAAoHTsmAMAAAAAUMtatGiRiRMnJvnoWKsbb7wxlZWVufXWW2t2mUmSqVOnpqqqKnPnzk3jxo3Xuf83v/lNKisrM3HixK/ULifdu3fPqFGj1jkyrFAo5Oabb86wYcMybty4WqyOL0NFRUXWrl1b22UAAECtsGMOAAAAAEAt6927dx566KF06dIlm2yySfbaa6906dIlXbp0Waff3XffnVNPPTXHHHNMNthgg5r2fv365YQTTsiNN96YYrGYQYMGZe+99/6yp/GZNt1000/taPTxTkhfpSO3+Oqorq5OWZnvFQMA8PVQ+OS3Lf6lAQqFFknu+kRTsyTnJ9kiyQlJFv+/9t8Wi8VH/qex2rdvX5w0adIXqgcAAAAAAFj/FixYkKOOOipr1qxJq1atcvjhh+fqq69OdXV13n777Tz22GPZaKON0q9fv7z++uvZaKON8uijj6aioiL77LNPxowZk5///Oc57rjjMmbMmPTv3z9JMmDAgOy7776pqKjIXnvtlQULFmTYsGG1PFsAAPjHCoXC5GKx2P7z9P3CO+YUi8VpSdr8vwfXSTI/yX1JjklydbFYvOKLPgMAAAAAAKhdW2+9dUaPHp26deumT58+ef3115MkDz30UAYOHJgnnngi1dXVady4cW677bZUV1fX3Hv44YfnwgsvzPe+970cd9xxufDCC/P4448nSXr27Jl99903SXLwwQdnn332+fInBwAAJbK+j7LqnmRmsVicWygU1vPQAAAAAABAbVm6dGl+8YtfZPny5ZkzZ0522WWXtGzZMknSpEmTLF++PG+99VY6dOiQJOscR9WyZcvUq1evpq1QKGSzzTZLktSpU6em35577vllTQcAAL4U6/uQ1iOS/Pcn3p9UKBReKBQKtxcKhYafdUOhUOhXKBQmFQqFSYsXL/6sLgAAAAAAQC278847c9BBB6WysjIdO3ZMeXl5Pvkl3WKxmBYtWmTixIlJss6OOX//Zd7q6uqsWLEiK1asSFVVVU37J8M8AADwdbDe/oVbKBQ2SNI7yd3/r+n3Sb6Vj465ejPJlZ91X7FYvKVYLLYvFovtGzVqtL7KAQAAAAAA1qNu3brlyiuvzEEHHZSVK1d+Zp/evXvnzTffTJcuXdKrV69/ONb555+fHj165Hvf+14uuOCCUpUMAAC1rlAsFtfPQIXCD5L8slgs9viMa02TjCwWiy3/pzHat29fnDRp0nqpBwAAAAAAAAAA1rdCoTC5WCy2/zx91+eekEfmE8dYFQqFb37i2sFJXlqPzwIAAAAA4N9Ep06dPvP1+tK3b9/MmTNnvY8LAADwRa2XYE6hUNgoyfeS3PuJ5t8VCoUXC4XCC0m6JjltfTwLAAAAAICvrurq6s98/XVWWVmZ/v37/9P3zZkzJ3369FmnbciQIbnttts+s//y5ctz7733fuY1AADgq6nu+hikWCy+n2Srv2s7en2MDQAAAADAV1tlZWWuuuqqFIvF7LPPPrnyyitTLBbzq1/9KmPHjs0LL7yQUaNGZeedd87LL7+c8vLytGvXLi+//HLmzp2b1atXZ6uttkp5eXkmT56cadOmZcstt0zjxo3TsmXLPPvss5k1a1aaN2+eFi1aZOnSpVm0aFFmz56dffbZJ++9915tL8GX4uNgziGHHFLbpQAAAJ/T+jzKCgAAAACA/1CrV6/OAw88kD/96U/Zc889s2DBglx77bUZO3Zs9thjj1x++eU599xzs/POO2fcuHEZMWJEBgwYkOeffz7f/e5388c//jFTpkxJZWVlmjVrlm233TZPPvlkpk6dmk6dOuWhhx7KhAkT8tJLL6VXr15p165d9t1335xxxhl58803a3v6mTp1avbff/9069Ytb7/9dn71q1+lS5cu6dWrV955550k+cy2JFmzZk1+/OMfZ9y4ceuMefHFF6eioiLdunXLnDlzcsstt2T06NGpqKjI4sWLv9T5AQAA/5r1smMOAAAAAAD/2dq1a5clS5Zk3rx5WbZsWbp3755333033bt3z0svvZQmTZrkjTfeyPz581NRUZGFCxemd+/e2XrrrTNnzpxMmzYtixYtSkVFRd5555289NJLOfXUU3PKKafkV7/6Vf70pz9lp512yvTp03PNNdfkrbfeStOmTbNo0aK0atWqtqefVatWZfTo0bnrrrtyww03ZOXKlfnzn/+cYcOG5aabbkq3bt0+1fajH/0oa9asSd++fdOvX7+Ul5dn9uzZSZIXX3wx8+fPT2VlZV599dUMGjQo55xzTubNm5dhw4bV8mwBAIDPy4458P+xd+9xOd/vA8df3ZWkECqHdHLKtqhIJOouhJD6Os1ySHKPZhuzNYdmzSKbMeanOS/E2Ngcp0julNPI5PDNIUkUkRyj493vD4/ur8Y22xDb9fxn9/2+P5/353q/6ZP1ubouIYQQQgghhBBCCCHEb9JoNE90nEKhwNTUFFtbWwICAkhKSsLd3V1bMSc1NZXatWtjZmaGWq3G1dWVgQMHUqNGDa5cuUJ8fDzXr19n+/bt7Ny5k8aNG2Nubs69e/cYOHAgffv2ZezYsQQFBfHNN98waNAgFixYQO/evTl+/Pgz3oU/5uTkBICjoyMrVqygTZs2ADg7O5Oens65c+ceGQPYs2cP+vr6KJXKSvOlpaWhVqtRKpWMGTOG27dvP7/FCCGEEEIIIZ4aqZgjhBBCCCGEEEIIIYQQohK1Ws2cOXMoLy9HpVIxa9YsSktLmTp1Kj169GDjxo3MnDkTQ0NDwsPDKSoq4scff2Tfvn2UlJQQExPDjz/+yK1btzA3N+f27du8++67lJSUkJWVRYMGDTA3N2fLli0UFBRgZmbG0KFDqV27NjY2NhgYGHDz5k22b9+Orq4uhYWFnD17ltTUVBQKBSdPnuTOnTusWbOGdu3aUb9+/areMlJTUwFYsWIF7du3Z9++fTRs2JB79+7RtGlTmjRpwo4dOwA4fPgwTZs2BaBLly5YWVnh6+vL119/rZ3Pzs4Ob29v5s+fDzxod3X16lXKysqe88qEEEIIIYQQf4ck5gghhBBCCCGEEEIIIYR4RHFxMT/99BNeXl4kJCSg0Wjo2bMn3t7eTJ8+nT179mBoaIhGo2HBggWEhYUxePBgvv76a0xMTCgqKuKXX35h3rx5jBo1ijfffBMXFxdKS0sJDg5GrVYTHx/PlClT6NevH4sXL6ZevXr06dOHjh07VvXy/zR9fX26d+9OUVERGzZsYNy4cYwePRpnZ2fWrFmDiYkJK1asoHPnztSsWZM1a9Zw8+ZNAMLDwxk7dixJSUna+RwcHGjQoAFKpRIdHR0GDx7MyJEjyc/Pp3///ixevJi6detW1XKFEEIIIYQQT0gSc4QQQgghhBBCCCH+Io1Gg0IhncKFEP9Mbdq0IS8vj7S0NLp27QrA1atXuXbtGtbW1hgaGgIPWlilpaWRkpLCokWLKCwsZPDgwdSuXRt7e3sALCwstEkov2ZoaIi5uTlZWVkcPHiQGTNmPJ8F/g0ajQaVSsXZs2epUaMG9+/fx8XFhZycHLp27cqPP/6IpaUlOjo63Lt3j5KSEpYuXcqxY8cAiIiIwMTEBA8PD1q1asXnn3/OvXv3cHZ2xszMjICAAFauXImjoyNqtZro6Gji4uLYuHEjurq6fP/99+jo6FTxLgghhBBCCCGehPzkSAghhBBCCCGEEOJPUKvV+Pr60qdPH+Li4qo6HCGEeGYUCgWmpqa0atWKXbt2oVarSU1NxczMjKysLAoLC4EHSSp2dnaEhoaiVqs5cOAAISEhAJWSR8rLy9HX139sK6Y33niDCRMm4OLi8lIknGzatAlzc3MSExPZtm0bAP7+/sTExGiPUalUdOvWDbVajY6ODps3b2bPnj1s2rSJadOmAXDp0iUWLVrExIkTtectXryYQYMGsWfPHu7du8fBgwcBMDc356effsLCwkKb4COEEEIIIYR48UnFHCGEEEIIIYQQQog/qbi4mNjY2KoOQwghnjmFQsF7771Hly5d0NHR4dVXX2XBggVMmjQJDw8PjIyM+Pjjj1GpVIwaNYqoqCjKy8uJjIx87HwdOnQgMDCQEydO0K9fP+14ly5dGD58OGFhYc9raX/LmTNntO22KiqntW3b9jePz8jIIDU1FU9Pz0rjdnZ2GBkZVRo7d+4cPj4+ADg7O5Oeng7wRNWHhBBCCCGEEC8eScwRQgghhBBCCCGE+JPatGlT1SEIIcQzpVQqUSqVAPj4+GgTRSr4+/vj7+9faezhajEA7du3174ODw/Xvk5KSqp0nQr29vY4ODj8zcifrXHjxjF79mzs7Ow4cOAAvXv3RqPRAA/WZWtrqz324epAtra2tGvXjvXr1wNQUlIC8Nh2iE2aNCElJYXXXnuNw4cPExwczKlTpx6pPiSEEEIIIYR4OUgrKyGEEEIIIYQQQog/6XEPUoUQQvw1+fn5dO3alZEjR1Z1KL9Lo9Ewd+5cdHV18fX15fLly7i7u9O7d28AEhMTycjI0B7foEED8vPz6d+/P7q6uvTq1Qt3d3c8PT2ZOXPmb15HpVKxdu1aOnfujIGBAR06dHjmaxNCCCGEEEI8OzovUma9s7Nz+eHDh6s6DCGEEEIIIYQQQojfpFariY+PJyIiArVazezZsyktLaWoqIj169czYcIELl68iJWVFVZWVpWqRAghhHix/fq+/sUXXzBhwgTq1auHj48PK1eu1H4PuHTpEpmZmdjY2BAVFUWLFi2oXbs2Xbt2Zfbs2VW9FCGEEEIIIcQzpKOjk1JeXu78JMfKr3cJIYQQQgghhBBC/AlKpZKIiAjt+8LCQrZv386bb77J/PnzMTAwID4+Hjs7OwCWL1/+p+YWQghRtR6+r+/YsYOrV6+ybt06goKCKh332muvER8fT1ZWFvfu3SMwMJDZs2dLUo4QQgghhBCiEknMEUIIIYQQQgghhPgbnJycAHB0dGTlypW0bt1a+x7+XGKOEEKIqvfwfT0+Ph4HBwd0dXUfOc7e3h6ARo0acevWrecaoxBCCCGEEOLlIYk5QgghhBBCCCGEEH/D7t278fX15Y033uDWrVtERETQuXNnEhMTOX36NMePH0epVLJz504OHjyIUqnEzc2Nb775BoCtW7fStm1b3nzzTUpLS6t4NUIIIVJTU7X/7dKlCwrF43+MrqOjo31dXl6Ovr4+ZWVlzyVGIYQQQgghxMtDEnOEEEIIIYQQQggh/gY9PT327dtHzZo1+eWXX+jevTt3795ly5Yt2Nvb06pVK9RqNd26dWPq1Kls3ryZ5ORkVq9eTXFxMZGRkSQmJhIWFsaVK1eqejlCCPGvp6+vT48ePYiKisLb2/uJz1MqlcyYMYNp06Y9w+iEEEIIIYQQLxu9qg5ACCGEEEIIIYQQ4mXWrFkzPD09mTFjBuHh4Zw9exYDAwN0dXVp0qRJpWMPHDiAr68vAMePH+fKlSsoFAqMjY0xNjbGzMysKpYghBDiIY6OjkRERGjfx8TEaF+r1WoAwsPDtWPR0dEA2NjYkJiY+DxCFEIIIYQQQrxEpGKOEEIIIYQQQgghxN+kUCi4fv06arWapk2bUlBQwJUrV/D396/U6kShULBt2zbUajVXrlzBysoKjUZDQUEBly5d4tq1a1W4CiGEEEIIIYQQQgjxtEnFHCGEEEIIIYQQQoi/SKlUAhAfH0+dOnUoKipi27Zt1KpVizt37tC9e3fOnz+Pt7c3np6elJSU0LhxY6ysrMjJyeHy5ctYWVlhbW2NgYEBpaWlAJw7d4433niDBg0acPfuXZYtW4aNjU3VLVQIIf4llEql9t4uhBBCCCGEEE+DJOYIIYQQQgghhBBC/A0PP8SNjIxk5syZxMbGcu/ePWrUqEF8fDy7d+9m0qRJbNu2jeTkZO15AHZ2dri4uDB+/Hi8vb25efMmX3zxBfPmzaNdu3Y4OjpW0cqEEEI8TnR0NFeuXKGsrIwpU6ZUdThCCCGEEEKIF5wk5gghhBBCCCGEEEI8RW3atAHg888/Z9euXZSUlPDKK6/87jn29vYANGrUiFu3bnH+/Hlat26Nrq6u9jMhhBAvjgYNGhAYGFjVYQghhBBCCCFeAoqqDkAIIYQQQgghhBDin0ShUHD9+nXUajVJSUl8+umnlJeXA6Cjo/PYcx4eLy8vx9bWluPHj1NWVsbJkyefS9xCvOjKy8u1X0tCPG/FxcX07duXHj16EBcXB8CQIUMoLi6md+/eeHp6MnDgQAD27t2Lm5sbnp6erFu3rirDFkIIIYQQQrwAJDFHCCGEEEIIIYQQ4imrU6cOxsbGeHl5sW3bNu24i4sLfn5+JCUl/e7577//Pu+++y7+/v7UqVMHfX39Zx2yEM/cmDFjOHHiBABz585l3bp1+Pr64unpSUhICACxsbF4eHjg7OzMihUrAAgPD2fEiBF0796dw4cP07FjRzw9PZkxY0aVrUX8+2zcuBEXFxdiY2OpWbOmdjwrKwtTU1N2796tTcKZOHEimzZtYvfu3QwYMKCqQhZCCCGEEEK8IKSVlRBCCCGEEEIIIcRTolQqUSqVAGzduvWRz2fPnq19rVargQdJBxWio6MBKC0t5cCBA5SVleHm5kb9+vWfVchCPBNjxozhrbfewt7enrlz59KwYUOOHTtGr1696NWrF+fOncPY2JiLFy+iq6vLhQsX2L9/P0lJSTRp0oSLFy8SFRXF8OHDAWjRogXffPMNS5cuRaVSERgYKNVzxHOVkZGBk5MTAG3bttWON2vWjFatWuHq6kqHDh3o27cvFy5cwNTUFHhQRe1hnTp1Ijk5+Q/HhBBCCCGEEP8cUjFHCCGEEEIIIYQQ4gWTkZGBu7s7Li4uDBs2DD09+d0q8XIJCAhg7dq1AGzfvp2ff/6ZWbNm0bx5czQaDXp6ety9e5datWphZGREYmIiOTk55OTkkJSURElJCWfOnNHOV5EIMXDgQI4dO0ZAQACxsbFVsjbx72Rra0tqaioAv/zyi3a8qKiI8ePHs3//fk6ePEl+fj4A169fB0Cj0Tz/YIUQQgghhBAvFPmpjhBCCCGEEEIIIcQLpkWLFuzZs6eqwxDiL3NzcyM8PJzMzEwaNmxIWloakyZN4vz586SkpPDWW29x5swZbty4gaGhIfr6+vTt25fJkyczdepUBg8eTPPmzbXzVVQd0dfXZ86cORQXF+Pm5kbPnj2raoniHyonJ4eAgABKSkpo3bo1JSUlvPfee/j5+dG2bVvWrVtH7dq12b17N3l5ecybN48tW7aQmZlJixYtqFOnDp6envTp04f09HTq1auHpaUl69evp1atWty5c4fBgwdz5swZFi5cSLt27bTXTk9PJyQkhKKiIrp160ZYWFgV7oQQQgghhBDiaZGKOUIIIYQQQgghhBBCiKdKR3p/lhwAACAASURBVEcHFxcXPvjgA15//XXs7OyYM2cO27dvR09Pj7CwMG7evEmdOnVQKBQUFhZy8eJFWrZsySeffEJwcDB16tR5ZN7NmzfTuXNnXF1deeONN6pgZeKfztTUlJ07d5KcnMzt27dxdnZm/fr1GBgYYGVlxd69e9m+fTunT58mNzeXzZs3k5SUxMiRI5k0aRI6OjpYWlqyb98+MjMzSUtLY+DAgaxbtw6AixcvsmTJEjZv3swnn3xS6dpTpkxh2bJlJCYmcvLkSS5dulQVWyCEEEIIIYR4yiQxRwghhBBCCCGEeAaOHj3KsmXL/vC4zMxMAgMDAejUqdMzjkoIIZ6fgIAA1Go1Xbt2ZfLkyURERBAUFET16tW5fPkyr7/+OleuXMHKyoqWLVtia2uLk5MTixYtYsWKFdp2QeHh4XTt2hWAQYMGkZSUREpKCuPHj6/K5T2xzMxMEhISnujYcePGUVZWRnh4OPHx8c84MvE4169fp3///iiVSpKTk2nZsiW7d+/m6tWr1KxZEyMjI1JSUujatStdunTh5MmTj52nrKyMDz74AHd3d/7v//6PnJwcAJo1a4axsTEWFhbcunWr0jmnT59m6NChKJVK0tLSyM7OfubrFUIIIYQQQjx70spKCCGEEEIIIYR4BhwdHXF0dKzqMIQQosro6OgwaNAg9PT0MDMz47333iM0NJRdu3Zha2uLra0tQUFBlc4JDw+vmmCfkczMTH744Qfy8/Px8vLSjms0Gm17rgrjxo1j9uzZfPrpp2RkZDxRsubj5hF/z5o1a/Dz8yMwMJCAgADKy8uxsbFh1qxZ+Pn5AfD555+zdOlSLCwsKrVce9jRo0cpKChgz549LFmyRJtkk56eTkFBAbdu3aJWrVqVzrGzs2Pu3Lk0bNiQsrIydHR0nu1ihRBCCCGEEM+FJOYIIYQQQgghhBB/kVqtZu7cuZSXl3P9+nXGjBnD8uXLqV69Ou+//z67du0iIiICBwcHHBwcSE1NZcWKFTg6OjJ16lR2796Nk5PTI/Omp6cTEhJCUVER3bp1IywsjMmTJ5OYmEi1atVYvXo1P/74I6tWrcLQ0JDZs2fTpk2bKtgBIf6ZoqOjadWqFW3btv1T51UkVujq6j6jyF4eSUlJhIaGsmLFCu1Y586d2b9/f5XEk5OTQ0BAACUlJbRu3Zovv/ySAQMGUFxcjImJCT169CAwMJB33nmHo0ePUqtWLVavXk3t2rX/1nUzMzNZvnw5d+7cYf/+/Wg0GurWrUuvXr3Izc0lNjaWwsJCFi5cyNy5c1Eqlbi7u2vPLy8vJyQkhNOnT2NoaEhMTAypqanMmTMHjUbDqFGjWLJkCQUFBZiZmfHdd9/93a361/Py8mLYsGFs3LhRO9a/f38GDhzI5cuXAfD396dv3744Ojo+tuUaPEiySU9Pp0ePHlhaWmJhYQGApaUlQUFBpKenExUVVemc6dOnExQURFFREfr6+mzYsAFjY+NntFIhhBBCCCHE8yKJOUIIIYQQQgghxN9QXl7Opk2bmDFjBj///DO7du1CpVJpW7AAXLlyhYMHD5KSksKKFSuoX78+P//8M0lJSaxZs4YdO3ZUmnPKlCksW7YMS0tLBg8ezKVLl9i7dy9JSUkoFArtNXfv3o2hoSHl5eXPe9lC/KNVtJf7s+bOnft0A3mJVWUSzuOYmpqyc+dO9PT0GDJkCHPnzqVjx45MnDiRMWPGAHDo0CFthZOYmBgWLlzIhx9++Leuu3jxYq5du4ahoSEFBQX897//Zc6cOeTm5rJt2zZKSkqYPHkyX3zxBdnZ2ZXu5+Xl5fj4+HDmzBlatmzJ8OHDCQ0N5eTJk6Snp7NixQqaN2+OqakpW7dule8FT4mTkxPHjx9/ZPzu3bva10FBQb9b7UmpVAKQnJz8yDypqamPjFUc16xZM7Zv3/5XwhZCCCGEEEK8wKTOqRBCCCGEEEKIf4QxY8Zw4sQJ4MHD8dWrV+Ph4YGzszMrV64EoGfPngBMnjyZ8ePHA9CjRw8AHBwcGDZsGA4ODhw9evSJr2tvbw9Ao0aNKr12cHDQHtOsWTOqV6+OhYUFN2/e5MKFC7Ru3RrgsRU5Tp8+zdChQ1EqlaSlpZGdnU1oaCjDhw9n3Lhx3Lt3j08++YQxY8agUqm4evXqn9orIURlo0aNIi0tDYCvvvqK1157jfj4eMrLyxkzZgxeXl706tWLGzdu8MEHH3DixAl27NihrXg1fPhwrl69ilKppLS0lPDwcIKDg+natSvBwcEAnDt3jvbt29O3b1+6dOlCZmZmVS33X+n69ev0798fpVJJcnIyhYWF2vtwRdvBc+fOaauPOTs7k56e/revq1Kp8Pb2pnfv3ly/fp1evXoRHBzMu+++y9ChQ9FoNKhUKnJych4598CBAwAYGxtz8eJFQkNDuXPnDqWlpQQHB9OzZ0+aNWtGq1atCAgI4Msvv/zb8QohhBBCCCGEePokMUcIIYQQQgghxD9CQEAAa9euBWD79u34+/uTmJjIgQMHWLx4MQAtWrTg9OnTZGVlcePGDbKzs7G0tAQeVLVZvHgxUVFRlVqv/BEdHZ3Hvn64csGvx62trbW/jf9wZZ0KdnZ2fPvtt6jValJSUmjXrh1eXl6sWrUKc3Nztm7diqOjI9HR0SiVSqKjo584XiHEo/r378/69esBiI2NxcfHB4CtW7diZWVFQkICY8eOZeHChXTs2JG9e/eyb98+GjZsyJ07d8jNzcXc3LzSnBXJPVlZWdy8eZMvvviCefPm8cMPP0gyXRVYs2YNfn5+qNVq3NzcaNmypfY+fOzYMQCaNGlCSkoKAIcPH6Zp06ZP5doKhQKNRsMrr7yibXO2atUqJkyYQI0aNbCxsXlstZusrCzS0tK4e/cutWrVYsCAAQQHB9O8eXMUigc/1i0qKmL8+PGsXr2a2NhYcnNzn0rM4n/Cw8OJj4+v6jCEEEIIIYQQLzFJzBFCCCGEEEII8Y/g5ubGgQMHyMzMpGHDhqSkpNC1a1e6dOnCyZMntcckJiZiYGBAjRo12LlzJx07dgQerWrzLDVs2JC2bdvSuXPnx7a5mD59OkFBQXh5eeHj48O9e/fw8/Ojc+fObN++HQ8PD0aPHo27uzvz5s2jT58+zzReIZ4ntVpNWFiY9n1mZiZDhgx54vOjo6NZunRppbHAwMDfrX7SpUsXdu/ezdWrV6lZsyZGRkYA7Nq1i2+++QalUsn06dPJz8/Hzc2Nffv2ce7cOQICAti0aRP169d/ZM6HK2jdunWL8+fP07p1a3R1dbWfiefHy8uL2bNn4+fnR0FBASYmJuzdu5fu3btz5coV9PX1cXFxwdDQkM6dO7NmzRpGjx79t6+rr69P3bp1OXz4cKUWRlFRUbz++uvcvXuXy5cvP/ZcS0tLxo4di4+PD9WqVePw4cMcPHhQm5QDcOHCBTw8PHB1dcXMzOyRBDHx10VHR/9h4mt4eDhqtfq5xCOEEEIIIYR4eelVdQBCCCGEEEIIIcTToKOjg4uLCx988AEjR47k888/Z+nSpVhYWNC8eXPgQWJOr169GDlyJDVr1mTu3LmsW7dOe36Fx1UueBylUolSqQQePPivEB4eDkDXrl0BtMk3NjY22od8ERERj8xXcVyzZs3Yvn17pc/i4uIqvf8zVX2EEL9PT08PGxsbZs2ahZ+fH6dPnwZAo9Hg6OjId999B0BJSQn6+vpcvnyZxo0b4+bmhp+fH2PGjEGj0VSa89f3FFtbW44fP46zs7M2WbAqhYeHo1QqMTExISUlhZEjR7J8+XKCgoKqOrRnwsnJSVshp0KXLl3Q09NjzJgxNGnSBIAFCxY81eva29szadIkbG1tadGiBTExMQC4uLiQlpZG9+7d2bdvH2q1GqVSya5du4iIiGDYsGF06dKFd955R/v3Zfz48dSqVYv79+9rv4e0aNGCpKSkpxrzv92oUaN47733ANi5cydHjx7l0qVLzJw5ExsbG5YuXcqCBQtYtWoVubm5NGrUSPtvASGEEEIIIYR4HEnMEUIIIYQQQgjxlyiVyhfut8QDAgJQKpV8++235OTk0LdvXxwdHalTpw4AFhYW3Lhxg06dOmFsbMz777+PnZ1dFUcthPi11NRUevbsSVFREV988YV2PCYmhv/7v/9DV1eXqKgoHBwc2LhxIzNnzsTQ0FCbFAeQnZ3NqFGjtNVz5syZw4kTJ1AqlUybNo3AwEDCwsJo1qwZSqWS0NBQ/P39ad26NdeuXaN+/focOnSIU6dO0aBBA1599VUMDAwoKirizJkzeHh4kJmZyenTp1mzZg1WVla/u6b333+fgIAAzM3NqVOnDvr6+s9k7+BBQtHDVVV+j6OjI46OjgD/6MScx+nVqxd3796lWbNmuLq6PpNr1K5dmz179jwyvmTJkkfGKr6nPvz3eP78+Y8cJ0kgz05xcTEnTpzA19cXZ2dnjhw5QqtWrXjttdfw9fXl/fff5/z583z00Ue0a9eOBg0aaJN/hRBCCCGEEOK3SGKOEEIIIYQQQognVlFhAeD8+fNPff6/m+yjo6PDoEGD0NPTIygo6LEPmC9cuKB9nZeXp339uKo2QoiqUVhYyM6dO1m3bh07duwAoKysjK+++oq9e/eSnZ3N2LFj2bx5M9OnT2fPnj0YGhqi0Wg4f/48OTk5jBo1iiVLltCoUSPgQcWsqKgoevfuTXZ29iPX9PHxwcPDg02bNmFoaEh5eTmGhoaUlpYSHBzMli1bOHHiBJMmTWL79u0cPXoUAA8PD2JjYwHo2bMnUDmxouJ+UlpayoEDBygrK8PNze2x7a/+LI1Gg0ql4uzZs9SoUYP79+/j4uJCTk4OS5YsISgoiNzcXMzMzIiJieHOnTv069cPQ0NDqlWrpr3nxsfHY2VlxfHjx1EqlcybN48pU6ZQUFCAmZmZtmLQP82vK5EJsXHjRnr27IlarUZPT4+aNWuSkZHBm2++yerVq2ndujWLFy/mnXfeITMzk/j4eG7cuFHVYQshhBBCCCFecE/2qzNCCCGEEEIIIf4RPvjgA06cOMGOHTtwcnICYPjw4Xz33Xd06NCBDh06EB8fD0B8fPwjY2fOnEGlUjF79mxt25b09HS8vb3x8PDQttYIDAzk3XffpVOnTnzyySe/Gc+vW7/8HUlJSYwcOZJ33nnnqc0phKgaFfcnR0dH7f3n2rVrWFtbo6+vj42NDbdu3dKOGRoaAmirxCxcuJABAwZgYWHxyJytWrXi/Pnzj21f98knnzBmzBhUKhVXr16tFFNaWhpr165FqVQyffp08vPzAWjTps0TrSkjIwN3d3dcXFwYNmwYenp///flNm3ahLm5OYmJiWzbtg0Af39/YmJiWLp0Kb6+viQkJKBUKlm/fj1Lly4lODiYn376ifv371eaS6VS0apVK9RqNUZGRpiamrJ7925tuz8h/g0yMjJwdnbGxsaG3NxcnJ2dyc/Pp7i4mOzsbIyNjcnKysLX15fo6GjatGkjCV5CCCGEEEKIPyQVc4QQQgghhBDiX6Rjx44kJSWxZMkSLly4QLdu3bhw4QIbN26kefPmfPnll3z44YdERESQnp6Om5sbn332GQ4ODri5uXHw4EFt1YWEhAR69uzJkSNHiI+Pp1WrVrRo0YItW7aQk5NDZGQkX3zxBaampuzatUtbdeHixYuMGDGCevXq4ePjg7m5OR9//DHOzs6Ulpb+5bV17tyZ/fv3P8XderFkZmaSkZGBl5fXnzpPqVRiZWXF1KlTadas2TOKToinKzU1VfvfLl26cPLkSczMzMjMzKSkpITs7Gxq166NmZkZWVlZFBYWUr16dW2yX1hYGBs3buSVV16hQ4cO2rleffVVTpw4wVtvvUXt2rW5fPkylpaWnD17FniQCBQdHc2aNWuIjo6mcePGFBUVAWBnZ8ewYcOYMGECACUlJezdu/eJW0a1aNHisS2N/o4zZ87QsWNH4H9JSW3btgUeJBKlpKSwaNEiCgsLGTx4MBkZGfTu3Rv4/YSiZs2a0apVKwICAmjbti3vvffeU41biBeVra0tqamp9O/fn759++Lv78+pU6dYsWIFXl5enD59msaNGzNu3DgAjh07xty5c6s4aiGEEEIIIcSLTirmCCGEEEIIIcS/iJubG9999x3FxcXMnz+foUOH0q5dO1q3bs3atWtZuHAhurq6AJiamrJu3Tq+++47GjRowE8//YRGo8HQ0BBzc3P09fXZvn07hoaG9O3bl7Zt23L9+nW++uorbGxsSE1NRU9PDwcHB/bs2cMrr7xCQkICAFevXmXdunUEBQURGRlJYmIiYWFhXLlypSq354WWmZmp3b8Kf1Rx6GlWJBLiedLX16dHjx5ERUXh7e0NgK6uLmPHjqVz58688cYbfPrppygUCiZNmoSHhwdeXl4kJSUBUK1aNVavXk14eDhpaWkAJCYm0rlzZxwcHGjcuDHDhg1j7NixqFQqGjRoAMDo0aNxd3dn3rx59OnThw4dOhATE8Pbb7+Nr68vmZmZeHl54eXlxfbt26tmcx5iZ2fHgQMHgP99vVck6NjZ2REaGoparebAgQOEhIRokw4Afvnll0fmq6giVFRUxPjx41m9ejWxsbHk5uY+j+W80KKjo3/znpqZmcmQIUP+1HxqtbpSy7OKeRISEv7SfBVu3rzJDz/88JfOFeDn58e+ffuYN2+etu1bVFQUP/zwA/379yc6OprQ0FAUCgVGRkZ4eHhgY2NT1WELIYQQQgghXnBSMUcIIYQQQggh/kXMzc3Jzs7G2toaNzc3/Pz8eO211zh27BiBgYHo6OhQVlaGrq4uNWrU4Pbt25w6dYoaNWoAYGRkxP3797l79672Ae6rr76KiYkJvr6+XLt2jXbt2mFqasqFCxcoKCjg9OnTeHh4kJubS/PmzWnevDkODg7aBCCFQoGxsTHGxsaYmZlV2d686BYvXkxycjKLFi2irKwMIyMjvLy8SE5OJi8vD11dXXbs2IGpqSkdOnSgrKyMevXqUb9+fY4cOUKnTp0wNjZm6NChWFlZsWLFCu7evcuMGTPw9vbm4MGDjBkzBjs7O06fPs2RI0e4du0aI0eO5M6dO7zyyitERUVV9TaIfwGlUolSqaw0FhMTAzxovTd8+PBKn/n7++Pv76997+HhoX0dGxsLPEiq+LU2bdpok1QqrFix4pHjKpJ9AObPn//YeKuKr68vW7Zswd3dHWNj40qfqVQqRo0aRVRUFOXl5URGRhIcHEy/fv1YuXIlBgYGj8xnaWlJv379+Pjjj3nrrbcoLS2lSZMmmJubP68lvbCio6MZMmTIE1dI+isqEnOaNGnyl+eoSMz5z3/+84fHajSaZ7qel5GBgQFbtmx5ZPzhin716tVDrVY/x6iEEEIIIYQQLztJzBFCCCGEEEKIfxkLCwsAbGxsuHbtGocOHWLt2rVMmjSJjIwMvv/+eyIjIwkLC8Pb25ucnBzeeOMN4EFiz7vvvkuLFi208/Xo0YMFCxZw5swZLl++zIgRI8jLy6N9+/bExcVhaGhIYmIiU6ZMoby8HKDSg0CNRkNBQQE3btzg2rVrz3EnXi4qlYrCwkKaN2/O1q1b6dSpEx06dGDOnDnUq1ePkJAQQkNDWbRoEXfu3OH27dsoFAo8PT2xsrLik08+Yfbs2Wzbtg21Ws2IESO4desWAwYMwNvbm08//ZTNmzdTp04drK2tAZg5cyaTJk3C1dWVDz/8kP379+Pq6lrFOyGEqKBQKFi2bNljPzM0NNQmND3scQkFFclFa9as0Y49nJD0T7Rv3z769euHpaUlrq6uLF++HCcnJy5cuEBgYCBr1qxBoVDw2WefMWzYMBQKBU2bNmXEiBG8/vrrjB49GniQGNa3b19ycnLo378/58+fZ9OmTTRu3Jhp06aRkJCAQqFg+fLl2NjYEBQURFZWFtbW1lhaWlaKafHixezdu5f9+/dTXl7+h/NZWFjQo0cPSkpKtO0iFy9ezM6dO1EqlXz//fds2rRJm3A2b9482rRpg4ODA61atcLe3p7bt2+TmJiorTLVqFGj5/5n8bLQaDSoVCrOnj1LjRo1mDBhAmFhYQBERETQtWtXlEolzs7OJCcnExQUxPDhw+nduzc7d+4EwMvLi7i4OPT19atyKUIIIYQQQojnTBJzhBBCCCGEEOJfZteuXYwaNQp3d3ccHBywsLBg+vTp+Pj4sG/fPrp3705kZCTe3t74+Phw/fp1+vXrR8+ePbG0tGT8+PHauXr06EFhYSH79u2jXr16vPXWW/Ts2ZOaNWsSFhbG3bt3qVu3Lr1796Z27do0b978kXg+/PBD3N3dadOmjbadjHi8mzdv0rJlSy5evEibNm0oKCigZ8+enD59mpKSEqytrdHX16d169YMHz4ca2trysvLqVu3Lq1bt8ba2prMzEzi4uKYN28e5eXlXL16FYDbt2/TuHFjAO2fU1paGhMnTkRHR4e7d+/i4uJSZWsXQrz4rly5wrJly5gyZUpVh/KHfvrpJ0JCQjA3NycnJ4eOHTuyfv16HB0dcXZ2xs/Pj0WLFvHZZ5/h6upKfn4+9evXZ8qUKQwcOJCFCxfSsmVLNBoNWVlZ3Lhxg/j4eL799ls2bNiAl5cX2dnZqNVq0tLSiIyMZOTIkejq6hIfH8+MGTMoLi6uFJNKpaJJkyYEBwfj7+//h/MtXLiQrVu3YmhoSFhYGAkJCahUKrKysoiJiSEvL4/NmzezZ88ebty4QVBQEBs3buTSpUvs27dP24opKSkJhUKhTZ4Vj7dp0ybMzc1ZunQpGo0Gd3d3duzYATz491DXrl2BB8lan332GZ07dyYwMBBra2vS09MpKyujWbNmkpQjhBBCCCHEv5Ak5gghhBBCCCHEv8zvVVio8HBFhd9q2fC49i0LFiyo9N7ExIQjR448ctzDVRx8fX3x9fX9/aAF+vr61KpVi1OnTqFQKDh27BhNmjTRPhB+66232L17N2VlZdja2hITE4NKpeLOnTvcuHEDjUbDhQsXqFatGpGRkSQmJlJUVISbmxsAtWrVIicnBxMTE9LT0wGws7NjyJAhtG3bFqjcykMI8WJSq9XEx8cTERHx1OZUKpVP1LqnQYMGL0VSDkBISAiTJ08mOjqapk2bcvfuXdq1a0deXh4bNmzg3Llz/Pe//6V69eosX76ct99+GzMzM/T19cnLy6Nly5bA/yrAvfrqqygUCiwsLEhPTyctLQ21Wq39XtmwYUMyMjJwcnICoG3btuzfv/8343uS+QoKClCpVGRnZ1dqF1khIyOD1NRUPD09K81tZ2eHkZERAKGhoQwfPpx69eoxffp07bh41JkzZ+jYsSPw4M9dR0eHWrVqAWjbcwI4OTmhq6tLvXr1cHR05KuvvkKlUmFpaUlgYOATXSs6OlpbqWnmzJkMHTpUW/FQCCGEEEII8fKRJsJCCCGEEEIIIQRw9OjRP0xY+j2dOnUCYOPGjeTn5z+tsLTs7e3Jy8sjJiaGhIQErly5gqmpKaWlpZiamrJnzx4ACgoKiI+Px83NjYsXL2JkZERmZiYDBw5k2LBh6Ojo0Lt3b9zd3ZkyZQomJiYAfPTRR/Tp04cRI0Zo26tMnjyZiIgIvLy86Nq1KxcvXnzq6xJCvHg0Gs0TH7tv3z7at2+Pl5cXy5cvZ8iQIQC4uroyduxYHB0diY2NBR7cHzt06ICnpyeJiYncv3+fwYMH4+XlxaBBgygpKXkm63mcOnXqEB0dTePGjUlISMDFxYXq1avTsWNHEhISSExMxMHBgdLSUpRKJbm5ubz22msAmJmZcebMGeB/e6Wjo6Odu7y8HDs7O7y9vVGr1ajValauXImtrS2pqakA/PLLL4/EpK+vT1lZ2RPPFxcXR4sWLUhMTKRfv36Ul5dXmsPW1pZ27dppz6lop/RwO0kvLy9WrVqFubk5W7dufWr7+0+UnZ3Njz/+CDz4c9doNHz99dd8/fXX2j0HSE1NpaysjIyMDO7evYu7uztZWVkcP34cDw+PJ7pWdHS09u/WxIkTJSlHCCGEEEKIl5xUzBFCCCGEEEII8Y+mVqv58ssv0Wg05OfnExcXx6hRo8jOzsbCwoJVq1aRnJysPWb58uXExcVx7Ngxxo8fj5GREUOGDCEoKIhp06aRkJCAQqFg+fLlAAQFBVG3bl2OHj3KpUuXWLlyJdOmTaN27dp069aNyZMns3TpUlasWAHAvHnzaNOmzZ9eR+3atUlOTqa0tBQ9PT3GjBlDixYtyMvLe+TYivZUjzN69GgApk6dWmm8bdu2pKSkUFBQgLe3N/Dg4XPFQ0ghnpVnUeHl3+748eP06dOH/Px8YmNjCQ0N5fTp0xgaGhITE8P9+/cJCAigpKSE1q1bExUVhVqtZs6cOZSXlxMSEsLFixdZvnz5Y6ujPeynn37is88+Q6lUcv78eRISEgC4fv06U6dOpaSkhLFjx+Lt7c306dPZs2cPhoaGaDQaFixYgK+vL4MHD+brr79m/fr1DB48+DnsECxatIgffviBkydPMnDgQPbs2cOpU6ewsLDA1tYWd3d34EGyjIGBAXXr1iUhIYENGzYwY8YMRo0ahY6ODv7+/vTt2/eR+R0cHGjQoAFKpRIdHR0GDx6MSqXi66+/pkuXLlhbW2NlZVXpHHt7eyZNmkRGRgb6+vosX76cJk2a/OZ8Pj4+TJ8+ncOHD3Po0CE+++wzGjRoQH5+Pv3792fx4sX06tULd3d3dHV18fLy4qOPPqp0TT8/P+7duwfA999//yy2+h9j7ty52lagxsbGhIWFaRPKXnvtNeLj4zly5Aj/+c9/MDExwdjYmHPnztGjRw+uXbvGzZs3GTBgAKamphw7dowzZ87Qvn178vPzsba25sqVK1y/fh09PT1OnDiBi4sL48ePZ9euXYSFhWFmZkZAQAC3b9/WJTZIygAAIABJREFUVuKJjo4mLi6OW7duAbBt27ZKSV1CCCGEEEKIF4Mk5gghhBBCCCGE+Ef4o4f7W7ZsYfr06WzYsIFXX32Vb7/9loiICDZs2ED9+vXJy8ujsLCQ48ePY21tTWlpKQqFgrNnz9K8eXPmzZtHUVERtra2JCUl4e/vz+TJk9m7dy/379/H2tqaIUOGcOTIEUpKSmjUqBGXL18mLy+PJUuWUK1aNQoLCxk7diz79u37y+vs1asXd+/epVmzZri6uv7leX5t7969TJ06lTt37jyStCOEePlU3PMSEhKwsrLi66+/Zvv27SxcuJAJEyawc+dO9PT0GDJkCGfPngWguLiY2NhYSktLcXNzY+/evfz8888cOHDgN68TEhJCREQEy5Yt4+2339aOm5mZYW5uDsDNmze5du0a1tbWGBoaAg+qtqSlpZGSksKiRYsoLCx8bkk5AOPGjWPcuHFPfPz58+crvU9MTKz0vqJFo1Kp1CYzTZky5ZHWXhWVUB6uWlOhdu3a2upn8KASW3Jy8u/OV9EuUqlUatskxcXFaT8fMWIEI0aMqHROcnKy9vXDx4rKRo0axXvvvccrr7zCV199xaJFi5g3bx7u7u4MGDCAyZMn07hxY0JDQxk2bBg2Njbo6OjQrFkzCgoKmDVrFn369KGkpASFQsHEiRM5dOgQJSUlfPvtt7i7u9OxY0f09fVZt24dO3bsYMSIEWzevJlOnTphamrK0KFD2bVrFwCLFy9m0KBBDB06lODgYA4ePAiAubk53377LaNGjeLYsWM4ODhU5bYJIYQQQgghHkMSc4QQQgghhBBC/OPZ29sDYGFhQWZmJs7OzgA4OzuTkpJC/fr10dfXp1q1alSvXp0hQ4aQn5/P2rVrcXBw4JVXXmHcuHG8+eabGBgYoKuri52dHQDVqlVDoVCgp6ennfPGjRu8+uqr9OzZk/T0dFJTU2nfvj01atTg2LFjf2stz+ohqoeHxyMPmoV4Xh6u8NKiRQsmTJiAvb09c+fOxdLSkuPHj5OZmcmlS5ewsrJi+fLl3L9/n6CgIHJzczEzMyMmJgZ9ff2qXsoL4eF73tGjR/nhhx+Ii4ujtLQUV1dXrl+/zpgxY7h58yaZmZnk5OQAaKt55eXlYW1tjZ6eHm3btv3da9WpU4eoqChycnIYOXIk9erVAx5txWRmZkZWVhaFhYVUr14djUaDnZ0dXbp0oV+/fgDPtZXV73n77beZP38+0dHRDBs27LFJNL+mVCpRq9W/+fnDFYlUKhWzZs2itLSUqVOn0qNHD1xdXWnbti3JycnMnDmT4uJijh8/jlKpZMqUKdSqVYsPP/yQkpISgoODGTFiBFu3buXjjz/G2dmZ0tLSp7gDAqB///6sX7+ejz76iNjYWHx8fIAHLdlcXFzo2LEju3fvBuDkyZOUlJTg5OTE/Pnz8fb25tSpU5SXl+Pq6kpKSgqzZ8+mrKwMAwMD/vvf/3Lv3j1u3bqFiYkJGo2GjIwMjh07hqenJydPnnwkwebcuXPaGJydnUlPTwcqf73fvHnzeW2PEEIIIYQQ4k/44/+rFEIIIYQQQgghXkA5OTl4enrSqVMnQkJCAEhNTaVnz554eXmRn59Peno6b731FjExMcyYMYO8vDw2btxISkoKarWazz//nKZNmzJy5EhSU1M5dOgQRUVFLFy4kOTkZAwNDbl58ya5ubl888036OrqsnfvXlq1asWqVaseG1eDBg1wc3OjtLSUsWPHUqtWLeDBQ2odHR0aNGhAeXn5c9sneFB14deUSuUjD3JnzpxJdnb2I8eq1WrCwsKeWXxCwIMKLz4+PtjY2LB27VoAtm/fTq9evQBo3rw58fHxGBgYcODAAZYuXYqvry8JCQkolUrWr19fleG/UB5OijExMWHYsGGo1WqSk5OZMWMGa9aswc/PD7VajZubm/aeVJGAYmpqyoULFygrK+OXX3753WstWrQId3d3evfu/bttrxQKBZMmTcLDwwMvLy+SkpJQqVT8+OOPdOnSBS8vL231l9+j0WgIDg7Gw8ODnj17EhkZiYeHB+3bt9fGWpHM4uzszJIlSxgyZAgODg7ExcXRqVMnDh48iFKpxM3NjW+++eaRa8yfPx/4X3Wbp6W4uJhNmzYxe/ZsEhISUKvVzJo1C/hf669t27axaNEifH19adWqFWq1mm7dujF16lQ2b95McnIyq1evpri4mMjISBITEwkLC+PKlStPLU7xQJcuXdi9ezdXr16lZs2aGBkZAZCRkYGTkxN2dnbar5mTJ09y8+ZNysrKCAkJoaSkhNzcXPT19XF2dsbe3h4nJyc8PDxwc3Nj7dq1mJub8+mnn6Kvr49CocDW1hZnZ2fUajXt2rVj27ZtleJp0qQJKSkpABw+fJimTZsCjybBCSGEEEIIIV48UjFHCCGEEEIIIcRLydTU9JFWLIWFhezcuZN169axePFiTE1N6dOnD3p6ekyaNInZs2djYGDAyZMn2bBhA2VlZfTr1w+VSoWDgwMGBgbs37+fadOmcfnyZWbPnk2jRo1o06YN33//PUZGRri5uZGRkcGyZcsoKirSJrcUFhYCDxKGzpw5Q3l5OUVFRbRs2ZImTZpQVlaGnp4egwYNqvQQ7Wn7rRYpT2LixIlPORohnszDFR90dHRYtWoVmZmZNGzYkOrVqwPg5OQEgKOjI+np6VXaBullUqtWLY4cOYKXlxfwoIWTl5cXw4YNY+PGjY89R09PjxEjRtCxY0c8PDx+d/7fagn1cLukikoy/v7++Pv7VzquogXUk967Nm3ahLm5OUuXLkWj0VBYWMikSZNIT0/n448/ZvXq1cCDaicfffQRJiYmODs7Y2pqysSJE7l27RofffQRenp6rFy5koCAANauXUtRURGurq5ERkbSqVMn5syZw9GjR/Hy8mLUqFG4uroSEhJCUVER3bp1IywsjEOHDvHmm2/SsmVLbt++/Yext2nThry8PNLS0ujatSsAV69e1VYUerj116+lpqbi6+sLPKhodO3aNRQKBcbGxhgbG2NmZvaH1xd/jp6eHjY2NsyaNQs/Pz9Onz4NgK2tLampqXz44YdMnDiRyMhIzMzM8Pb2Jjc3l/LyclasWIGhoSHTp09n4cKFnDlzhitXrtC5c2dyc3MZPHgwly9fxt3dHYVCQdOmTenXrx83b97E3d2dy5cv4+TkxMyZM7XxqFQq3njjDZYsWULr1q3p0KEDp06dqqrtEUIIIYQQQvwJkpgjhBBCCCGEEOKl9OtWLM2bN6/04H7nzp2EhIQQHh7OxYsXiY2NZcCAARw9epSYmBh2795NYmIi+vr62NvbM23aNEJDQykqKmLbtm04ODhgbGzMt99+y3/+8x9at27NsGHDyMjI4NatW0yfPp2BAwfSuHFj7QNWpVKJQqFgzpw51KlTh8GDB6NQKPjiiy/4/PPPAbh27dpT34uHW6Tk5OSQkpJCZmYm4eHhREdHU1paikql4siRI4SHh9O7d2/gQSJOcnIyQUFBqFQqAgMDCQsL4/jx40RGRmJsbMz7779PjRo1KrUaiouLw9jY+KmvQ/x7/brig4uLCx988AEjR47UjqempuLj40NqaipDhw7l+vXrL2QbpKqmVCq1lWsCAwMBGDFixCPHHT9+/LHnVhg9ejSjR49+FiFqPUl7J2dnZ/bs2cOkSZP47rvv2L9/P5MnTwbgp59+Yvz48eTm5mJjY0O9evVwdXUlKyuL4cOH0717dxQKBbdv3+bNN99k1qxZFBUVkZCQgJ6eHr169SInJ4d3332XhIQE9uzZo62gExoaSs2aNWncuDFDhw5l0KBBLFu2DEtLSwYPHsylS5eYNm0aGzdupG7dulhbW//hehUKBaamprRq1Yq4uDh0dXUpKSnRVlSrUFH15OExJycn1q9fj5GRESUlJejr66PRaCgoKODGjRvP5HuLeJDgNXDgQC5fvqxNzPHz86N///707NkTR0dHevToQWBgINOnT2fnzp3o6OiQnZ2NSqVi1KhRHDt2jI4dO7JmzRpMTEwAyMzMJCwsTJuY9nsq7nHw4O/8wyq+xgHCw8P//oKFEEIIIYQQz4Qk5gghhBBCCCGEeClVtGIJDAwkICAADw8PIiMjgQcP8Js2bYq+vj5z5syhuLgYNzc3du7cqW338fBDaYVCgaenJ4cOHaJ3794sXLiQOnXqsGrVKtzd3cnLy/vNOGbPnv3I2NSpUyu99/Hx+X/27j0ux/t/4Pirk5BTCVmUc76EkoVS7s7JJKsNoyYSmmHMHArZMjI2OzA5LVNzmBzGEJUbOQ5JI4fklKgcClE63L8/PLp/tdqBMWzv5z+77+v6XJ/r87nu+77c6/O+3288PDyexbR/16NHj9ixY0eVZatycnIICQmhfv36uLq6qgNz+vXrR3h4OHZ2dhUW92JiYli3bh3NmjVDpVKxZ88e4HGpoVmzZhEfH0/fvn2f63zEf9ugQYNQKBSsXr1avS01NRUnJyeaNm1K9+7dsbCwYPjw4SxatAiVSsXs2bPp2rXrCxy1eBqPHj1i27ZtODo6kpCQQGlpKb169cLd3Z1bt24REhJCSUkJnTt35tKlSyxYsIDvv/+e9957j3nz5lGjRg2ys7NxcHBApVJx69YtTE1NWbNmDe3btwdAS0uLWbNmoaGhQbVq1VCpVJw/f54BAwZgbGzM3r17+emnn6hduzYuLi7q8lWGhoZ8//33AJw9exZfX1/gcUaba9eukZubi4mJCQBt2rT5S/PV1NRk/PjxODk5oaGhQbt27Vi4cGGVba2trfHy8mLChAnMnDkTT09PSktLMTAwICYmhkmTJmFvb0/nzp0xMjL6W6+DqJqHhwf3798HKga+bNmypVLb4OBggoODK2z7vddWCCGEEEII8d8igTlCCCGEEEIIIV5JVZVi0dHRwd3dnYKCAmJiYvjpp5/45ptvePDgAYMHD6ZevXqYmJjg7OxMq1atqlzInDZtGp6enrRp00a94Poq6Ny5c4XnZRkXAOrXr6+ei5aWlnrR2dLSEi0tLUxNTcnOzla3DwkJISwsjOLiYvUiY/lSQ1WVWRHiaVWV4eX06dP0798fbe3//9OVn5+fOjsVQI0aNf5Stgnxcvuz8k6NGjUCoGXLllSvXp23336bZcuWYWNjQ1JSEgYGBjRq1AgdHR3at29PgwYN0NHR4bXXXqNJkyYUFBSwceNGpk2bxoULFzh16hSjR4+mZ8+e3L59G0NDQ27fvl2hTFSNGjWoVq0aBgYG6jKEZmZmLFiwgMaNG1NSUoKGhgZ169YlIyMDfX19zp8//4fzLP8+rypYs6rSX78N/IyPj6/w3NPTUz1u8Wpp1qyZ3L+EEEIIIYT4D5HAHCGEEEIIIYQQryRLS8tKpVjKl2EB6N+/P/3796+wbcWKFZX6Kr8g2rVrV44fP/7sBvoP0dTUBKCgoAB4nBFIpVIREBBASkoKDg4OFBcXk56ejp+fH/fv38fW1pZq1apx48YNGjZsSFpaGmPGjOHRo0fo6ekxfvx4Pv/8c4yNjdX9QsWgHyGetX379vHRRx+xcuXKFz0U8Q/4q+Wdyh5ramrSrVs3vv/+e1xdXSsco6OjQ48ePdSBLfXr18fS0pKBAwdy8eJFgoKCSEtLY+LEiVy+fJnLly+zfft2zM3NKSkpoW7dusTGxuLk5AQ8DqDx8vIiICCAWbNmMXToUAoLC9HR0SEmJuaVCeR8//33+frrr1/0MIQQQgghhBDiP0vzRQ9ACCGEEEIIIYQQz07v3r3p0aMHe/bs4erVqzRs2JBOnTrRokULTpw4wdixY4mKiqJmzZrqQCZdXV1KSkoAqFWrFlZWVqSkpODv70///v1JTEzk4cOHL3BW4r/Ezs6OgwcPVigNFBoaWiFbzsvmxIkTLF++/EUPo0qRkZFERka+6GH8ofLlnRwcHBg3btwzO+brr79m9erVODs7M336dFq0aEFoaCgZGRnMnDkTIyMjtm3bRrVq1UhMTGTAgAHqYM2xY8eyfft2vL29adWqFdu3bychIYHY2Fhq1aqlDuRcs2bNPx7QWZb57K+QoBwhhBBCCCGEeLEkMEcIIYQQQgghhHjFKRQKwsLCAJg5cyaJiYnMnz8fNzc3bGxsOHToEAYGBrRt25b27dtjaWnJ4sWLWbduHVlZWVy6dInu3bvj4uKCQqHgxo0b1KpVC0Ad0HPs2DE+++wzevfuzYYNG3BwcCAoKOhFTluIl4aFhQXDhg37W308SaDFb126dEldBuxVUv7e5eHhgVKpZPfu3SxcuBComM2s7HH5EkC/PWbixIksXryYnTt3YmlpSWJiIu+++y5ZWVlkZGRga2vLiBEjWLZsGbVq1eLgwYO8/vrrpKSkMHv2bABu377NqlWrUCqVFUqpwePrPHjw4L88t79LqVTSp08fevXqhaOjI8ePH8fBwQEfHx8iIyM5fPgwCoUCW1tbvvvuOzIyMhg4cCAAJSUlODg4ANCjRw+ASu3v3r2rzipna2vLpk2bSE9Pl3v7byiVSkJCQp5Zf2WvR3nls/mVne/9998HHr+XiouLn9n5hRBCCCGEEP88CcwRQgghhBBCCCH+pczMzDh06BAA3bp1Iy8vj8OHD9O4cWO+/PJLjI2NOX36NNbW1ixYsIAdO3aQlJRERkYGgwcPJiwsDBMTE9zd3YmOjmbixInMmTOHKVOmsHv3bmrXrs3Bgwdf8CyFqKiqcnXlRUZGqoNg5syZw7Vr1/72OcsW0i0sLBgyZAgdOnRg48aN9O7dGysrKzIyMgDo1KkTAwcOxMrKil9++QV4/NkcNWoUH374ITk5OXh6elYIfFu4cCHdunXDwcGB48ePs3HjRqytrXF0dGTbtm2oVCpCQkKIjY2ld+/e3Llzh0ePHtG3b1/c3d2JjY392/N7VdjY2LB//34OHDhA48aNuXfvHllZWUyfPp2ffvqJxMREoqOjefToEQBvv/02iYmJrFy5EmtraywsLIiPj8fX1/cFz+T/FRQUsH37dkaMGMHOnTvJzs5m7dq1DB06tNK8GjZsyM2bN3n48CH79u3D3t6+Ql+/bV+9enXy8vIoLCykfv36HDhwgAMHDmBjY/OCZvvfVdV9669kOvorAX1/J+hPCCGEEEII8WxIYI4QQgghhBBCCPEv5enpyfXr17G3t2fRokXcvXuXCxcuMGjQIOrWrcu5c+ews7Pj119/ZfLkyeTm5nLnzh2ysrL46quvSE5OrrSgl5qayuTJk1EoFMTHx5OZmfmCZidE1Z4kMGfy5MkYGxs/s3Nfv36d6dOno6Ojg6+vLyYmJvTq1Qt3d3f69u3L6dOncXZ2pkaNGvTu3RuVSkVWVhYnTpzgyJEjuLi4MGXKFAYOHMjWrVuxsLBg4sSJ7N69m0GDBjFmzBhGjBjB9OnTSUhI4ODBg7Rv35709HTc3NwYPXo0ixcvZtOmTVhbW7Njxw5q1679zOb3srO1teXAgQPq+9zmzZtp1KgRycnJ6oCnGzdukJOTA4C5uTm6urpoalb9J9LCwkI8PT1xd3dnwIABKJVK9b6xY8fSs2dP7OzsuHLlCgBLliyhW7duTJ48+ZnNydLSEniclSkuLo5OnTqhpaUFUOW83N3d2bFjBzExMfj4+Kj7UalUKJVKTExM1JnRcnJyaNGiBT/++CMeHh5kZ2dz4MABTE1NSUhIAODGjRvMmjXrL4/3SbIKvUqSk5PVmYtu377NmDFjsLe354033iAvL69CVp3y5eP8/f1xdnZm6NChhIaGAnDv3j38/Pzo1KkTJ06cYMmSJaSkpKBQKEhJSVGfs3xmncmTJ9OtWzeWLFkCwJAhQxg9ejTu7u5kZmbi4OBAjx491AF9SqUST09P+vTpwyeffMLEiRMBuHnzJm+++ebzvlxCCCGEEEKI39D+8yZCCCGEEEIIIYR4FWlqarJ8+XL1c1dXV3R1dbG1teWzzz4jPDycRYsWcfv2bS5cuECfPn1wdXVl9erV6OjoEBgYyC+//IKOjg4lJSXA4yw8gwcPxsrKCkDKa4gnplKpCAoK4uzZs9SoUYMBAwZw8uRJwsPD8fDwYOnSpSxfvpxLly6RkZGBiYkJK1as4OHDhwwdOpSsrCwaNGhAVFQUjx494t1331UHGPTr10+9wB0cHMzRo0fZsWMHBQUFLF68mKKiIk6cOIGTkxMBAQHEx8cTEhJCgwYNGDRoEHfv3sXCwoKvvvqKyMhIYmNjycvLA+Dnn39m06ZNzJ49m1q1avHhhx/i4eFRYW6tWrWiSZMmrFu3jhkzZnDv3j309PQoKipi8+bNNGnShJMnT5KYmIiRkRFJSUkYGRmxb98+tLW1MTY2ZuzYsdSsWZOGDRvStGlTvLy88Pf35+DBgxw+fJhLly7Rv39/Vq1aRWZmJkOGDGHhwoWkp6eTlpZG9+7d0dDQUAd0lH1W/wsaNmzI9evXadKkCba2tnh5eTFq1Ciys7NZv369+rXQ0dEBQENDo8LxZfe6shJWmzZtwsbGhsmTJzNq1KgKbWfPnk3NmjWJi4sjIiKCmTNnsnz5cvbv38+RI0fU2cr+ruTkZPV/nZycOHXqlHqfpaVlpXn5+PgwdepUrl+/TocOHdRtr1+/joGBAWlpaRXa29jYMG/ePFatWkVSUhJnzpyhpKSEhIQEHB0dMTIyIjg4uNK4ykoc/t0Sbq+KgoICdu3axdq1a1m4cCH5+fns3buXqKgoFi9eTNeuXSsdc/jwYXR1dYmLiyM8PJyHDx8Cj4OdDh8+zLFjx1i5ciVffPEF33//vTrwq3wAWJl+/foRHh6OnZ2dumydra0t33zzDY8ePWLXrl1oa2szePBgzp8/D8CjR4/YsWMHAI6OjqhUqkoBW0IIIYQQQoh/hmTMEUIIIYQQQrwyyv8a+UlcunRJvYghxH9Z48aN6dChA82aNSMnJwcbGxusra2xt7fnu+++Ax4vPjo5OWFra8vVq1fp0KEDbm5uBAUFsXjxYqZOnUpYWBiOjo44Oztz9erVFzwr8arZunUrJiYmJCQkMHr0aDIyMsjKyiIwMJA+ffrQtGlTAFq3bk1cXBy6urocOnSIZcuW4enpSUJCAgqFgvXr17NkyRJcXV3Zs2cPy5cvx9PTkw4dOqBUKnFxcWHs2LHs2bOH6Oho5s2b97vlipYsWUL//v3Zu3cvDx484PDhw8DjQI9t27ZhbGzMyZMniYmJYd26dSQkJNCrV69Kc9PQ0ODWrVsEBQURFxdHYmIiN2/exNDQEIDc3Fxat25NZmYmderU4c6dO5SUlODj44NCoeDevXsEBASgVCqZOnUqTZs2ZdKkSYwfP578/HxsbGyYOHEizZs3x8nJiXv37mFmZsaAAQNwd3cnMTGRTz/9lObNm6sDOpKSkp73S/pSqeo+N3PmTHVmmQEDBvzusb1798bLy4uYmBgALl68SMeOHYHHGWvKmzt3LnZ2doSEhJCZmcnNmzcxNTVFW1v7mQZD6ejo4O7uzqJFi3B1da2wr6p5mZqakp6eTvfu3Su0/eijjygsLKR169Y0atSI1157jf79+2NtbU1aWhpDhw5lz549FBYWsmTJElatWoWTk5M6A87+/fuZNGkSALdv3yY0NBQ/Pz+cnJywt7fH29tbHcD5b1Q+c9HKlSvp3LkzAF26dCEtLa1CkJdKpQJ+//3TqlUrqlevjrGxMbm5uX/5/FpaWpiampKdnQ38f9DdrVu31PeQxMREdSa7sjEC2NnZsX//frZs2ULfvn2f6hoIIYQQQgghnp5kzBFCCCGEEEIIIf4jVq5cqX587do1AJYuXare9umnnwIwZsyYCsf5+PhU+IX9xo0bn+cwxb9camoqa9asITY2luLiYrp3786IESPo1asXCxcuVLcrvxCelpZGamoqx44dIyIigoKCAgYOHMi5c+d47733AKosR7Rq1Sqio6PR1NSslB2lvAsXLqiz35QttMPjUkeAegE9JCSEsLAwiouLCQ4OpnXr1pX6+uGHH3B1daVhw4aoVCr1+AEMDAxYuXIl3333Hfb29qhUKnJycggKCmLIkCF4e3uzatUqVqxYQVpaGgcPHmTkyJGcO3eO0tJStm7dysqVKzl48CDffPMN1atXx9PTk0WLFnHy5EkcHR0ZN24cXl5e+Pj44Obmhr6+/tO8TK+squ5zAPHx8RXalc9KUvZ43LhxjBs3Tr29efPmpKSk4OHhwcmTJ3n99deBx4EQSqWSffv2sWvXLqKjozE0NOTy5cuUlJRUCoYqK2v0V4KE58yZg6+vr7rEmoWFBdra2igUCqysrIiKilK3tba2rjCvyMhIzp8/T2lpKQcPHmTFihWkp6ejUqlIT0/H2dmZy5cvU7duXQB69uxJUFAQtWrVonbt2uzcuZO6devSr18/NDQ0qF69Onl5eWRlZTF37lwSExNJTEzE19cXMzMzQkND2bp1K926dSM3N5c2bdrw9ddfAxASEsLevXvp1KkT9+7dU1+DV1X5zEW+vr4cO3YMgKNHj9KyZUvq1q3L9evXAUhJSaFjx440b96cPXv2AHDy5El1X1UF8fzR/ansvNbW1ly+fJmGDRsC/3/P++GHH/Dy8mLIkCEMGjRI3Wf5e+KgQYOYMmUKdevWRU9P7+kvhBBCCCGEEOKpSMYcIYQQQgghxCsnPDwcW1tbHB0duXLlivrX3PB4cS00NBSA6dOnY2dnx+eff/4CRyuEEKI8MzMz/Pz8UCqVJCYmEhYWxieffMKMGTOYM2eOul35hfCWLVtiZmbGRx99hFKp5NChQwQFBWFmZqYuGVRaWgpUXOBetGgRSqWSpUuXqhery5dmK9OiRYtKC+2/7UulUmFqasqyZcsIDAys8G+LQqEgLCyMxMREHB0dWblyJffv3yc/Px8LCwsUCgUA1atXZ8SIERw7dowmTZoAsGG8JatcAAAgAElEQVTDBubPn4+XlxclJSV88skntG/fntdee43hw4dTWFjIwYMHmT9/PiNHjuTIkSO4uLhw8uRJXF1dsbe3p3Xr1ri5uZGQkICnpye6urps2bKF2NhY1qxZI1njnpKXlxf79+/Hzc2NGzduqAN99PX1qVWrFo6Ojvz8888AaGtro6enR/fu3VmwYIG6bNGTmjx5sjoo52mUlYVLSEjA0tKS9PR09u/fT3R0NDo6OuTl5ZGens6jR4/48ssvqV69OkqlEh0dHZydnVm6dCkNGzZk8ODBjB49mujoaHXf77zzDhYWFkRGRmJra0tRURHDhg0jNTVVHSwXExPDw4cPOX78OHv37qVHjx5PPZcXacWKFRWel89cNHr0aI4dO0aPHj2YOXMmbdu2pWPHjmRmZuLh4UFOTg4AXbt2VWehO3nypLqEWlWaNm2Kt7c3Z86cqXL/jz/+iI2NDX5+flSrVq3CPkdHR/U9JD8/v8rj27Rpw5UrV3j77bef5DIIIYQQQgghnhGNsj9KvAy6dOmiOnr06IsehhBCCCGEEOIlpVQqiYqK4urVq8TGxpKYmEh0dDSTJk0iJCSEqKgolEolSqWSESNG4O/vz44dO/jhhx/YuXPnK/9rbfF8REZG4ufnV2W2jd+zadMm7O3tMTAwIDIykg4dOjzT0iVC/JupVCrGjBnDqVOngMdBLY0aNWLEiBH4+Pgwc+ZMfvzxR9LT07l27RpNmzYlMjKShw8fMnz4cK5fv45KpWL27NmYm5vj5+fHzZs3admyJStWrGDChAlcuHCBCRMm8P3335Oamoq9vT0HDhxAqVSyYMECYmNjCQgIYMuWLYSEhGBoaMg777zDvXv36NixIwsXLiQyMpLi4mICAgIIDQ1FoVCwfft2Dh06xP3795k/f7464Oav6tGjB4mJic/hqornpbi4GG1tbUaNGoWfn1+lElFVCQ0NpWvXrixevJjCwkL09fVxc3PjypUrJCQkoKmpyYoVK2jWrBkhISHs3r0bXV1dNmzYwLhx4wgJCcHAwABvb29q1KhBtWrVGDdunDrDzdmzZ6lRowZRUVHo6enx1ltvqc9jbW3N+fPnuXfvHubm5ujp6TF69GguXbpESEgI586dw9fXl/fff5+5c+cSFRVFvXr1KC0txcTEhPT0dG7evMmjR48wMTGhXbt2XLx4EWtra1xdXQkLC+PmzZt88cUXfPPNN5ibm7Nr1y4UCgX6+vocPnxY/TmaO3cuZ8+eZfbs2S/1d7DS0tJK3wH+6mc1NDSUHj164OzsXOX+svfP7NmzadasGQMHDnwmY34a7u7u/PTTT5UCe4QQQgghhBBPR0ND45hKperyV9pKKSshhBBCCCHEK+XSpUvq8iZdunRh5syZVZYEuHz5Mh07dgTAysqKnTt3/vODFS+Vqhbe4HFgzuDBg584MMfc3BwDAwPJRCHEE9LQ0FCXu/mt9evXA4+zQ/j5+VVY7C4LRPitmJiYCs/nz5+vfmxnZ1epfflyRd7e3urt27Ztq9Cu/Ge7LBPbkwbi/JYE5bx6WrVqRb169WjQoAFBQUEkJSXx7rvv0qJFCxISEigoKGDx4sVYWlqiUCjUgcDfffcdTZs2JTExkcDAQO7du8e1a9dQKpWkpqYye/ZsRo4cqc5o89sfTy5btoyAgAAGDRqEm5sbAFu3bsXExIRvv/2W7du3s3jxYlq2bIm1tTXBwcEEBgaip6fHokWLyMzMZNiwYdSvX5/Ro0cDj78jmZmZERcXx6ZNm8jOzsbBwYEaNWpw6NAhzpw5w5tvvgnAzp07ady4MRMnTiQoKAgNDQ3s7Ow4evQoXl5eALz22mv89NNPXLp0iWbNmqGvr49KpUJPT4/Tp08DFUs4vUyUSiWff/45KpWKwMBAPvvsM4qLi5k+fTqPHj0iJSUFhUJBcHAwR48eZceOHZVe67i4OHV/KpWqUtBUWdmrBw8e0LJlS/bu3fvC5tu7d2+cnJwkKEcIIYQQQogXRAJzhBBCCCGEEK+UZs2aqcublJUbqVu3Ljdu3AAgJSUFAFNTU/XjpKSkFzNY8Y9TKpXMnz+f4uJiCgsLmTdvHhMmTKB+/fp4eHjQvn17Jk2aRFFREQEBAbRv354TJ07g5OREQEAA3bt3JygoiMLCQlxcXAgJCWHIkCHUrVuXY8eO4eLios7ElJqaio+PD/n5+fTo0QOFQoGvry/Xrl3D2NiYVatWERUVVSnjRrVq1fjggw/Q09Nj8ODBDB069EVfNiGEEL/jiy++IDs7m+vXr3PkyBHu3btHVlYW3377LTNmzCAtLY0ZM2aoSz5pamoyZMgQMjIy1EEuVlZW5OXloVQq1cFdjRs35ty5c9jY2AAVy6YBpKen88YbbwDQuXNnAFJTU1mzZg2xsbEUFxfTvXt3NDQ01AHLVlZW6uyC9+/fZ9KkSZw8eRJbW9sKGXnmz59Pq1at1NmrfvnlF7S0tAgNDaVPnz6MGTMGbW1tcnJySE1NJTg4mLi4ODQ1Nfniiy/UY6xTpw7Hjx+nR48eREdHc+nSJX799VciIyMJCQnBzs6Odu3a/WEJpxfp0aNHbNu2DUdHRxISEigtLaVXr17Ex8fToUMHlEolALa2tkyZMqXSa11eVUFT3bt3p3379uzYseMfnlllZSXXhBBCCCGEEC+GBOYIIYQQQgghXjpKpZK4uDjCwsIq7TMyMqJly5bY2NhQrVo1Vq5cSb169TAxMcHZ2ZlWrVphZGTEW2+9hUKhwM7Ojk6dOgHw/vvv/26WBvHvUVBQwK5du1i7di07d+4kOzubuLg4tLS0cHNz46effqJ27dq4uLiwbds2LCwsiIuLQ1tbm/79+7N8+XKaNm3KwIEDycjIAB5nyfjyyy/p2rUrM2bMwN3dnZCQEFq1aqXOpLFx40batWvH6tWrCQsLq5TFo8y2bdsIDw9HoVBUypAgxD/t0qVLpKen4+jo+Jfa/1nptzlz5uDr64uxsfETj6UseE2hUKg/V+L5KCtrVFUGoj8zZMgQ9f3vr1IoFOogh1eNra0tEydOpLS0lEGDBrF582YaNWrEqlWriI6ORlNTs1JQDTz+vpKcnIyHhwdJSUn873//w9XVVf09pKioiFOnTrFly5YKGW3KNG/enOTkZNq1a0dSUhJubm6YmZnh5+fHhAkT1H1s2LChwnlcXV0rZHvq379/hXGVLyn1e9mrqtpWFlBUvu+ybWWZoJo1a6buPzQ0FG1tbdauXUt6enoVV/bF69y5Mzdv3iQ1NVWdnSs7O7vSv81/9lpD1UFTZecQQgghhBBCCAnMEUIIIYQQQrwyyhZsAaZMmVJh34oVKyo8/73AHvH8lZV30NZ+Mf/LWZY5wMLCgqVLl9KpUye0tLQASE5OxtPTE4CbN2+Sk5NT4dizZ8/i6+sLQG5uLteuXQPA3NwceFxK5/dcuHBBvQDXpUsXjh07RpMmTdT7yxb6goKCCAsLY/ny5bz//vtYW1v/7TkL8bQuXbpEQkLCXwrMKS0t/dPSb5MnT37WQxTihWrYsCHXr1+nSZMm2Nra4uXlxahRo1i0aBFJSUlcuHCB4cOHVzhGR0eHLl26EBERgZubG/r6+tStWxcjIyMUCgUaGhoMHDiQwMBATE1NK2S0KRMQEIC3tzfff/89urq6AHh6ejJmzBj153XcuHF4eXnh4+OjPs/LIjg4mIMHD6KlpcW6dete9HCqpKmpiaGhIR06dCA2NhYtLS2KiorQ0NCoEIDzR691maqCpvbv3/9EZTKFEEIIIYQQ/14SmCOEEEIIIYR4qSxYsIDly5fTt29f3n77bbKystDV1WX9+vXcvn1b/Qt/pVKJUqkkNDSUkJAQ9u7dS6dOnbh37x4bNmygffv2jB49msTERObMmYO7uzs9evQgMTGxUmmiGTNmqAMqzMzMOHv2LMePH3/BV0I8rbJSZ8nJyTg5OXHq1Cn1PktLS9avX4+enh5FRUXo6Oigo6NDSUkJ2tramJmZsWDBAho3bkxJSQkaGhp8++23lX4hX3ZMeS1atODYsWP07t2bo0eP0qpVK6pXr64uqZaSkoKDgwP6+vosWrSIzMxMhg0bxvbt25/zFRH/VSqViqCgIM6ePUuNGjUICAggMjKS0tJSbt++TWxsLOHh4Rw5coSDBw8SHx/Pxx9/TEJCApqamuqAR39/f+rXr4+1tXWF0m/FxcWsXLmS+/fv8+mnn6ozdYSEhJCYmEhsbCx5eXnA4zIqBQUFDB06lKysLBo0aEBUVBT37t3D29ubGjVqUK1aNXXwpXj2Dhw4UKGMXmZmJj4+Ply8eJHNmzfTpEkTxowZw4kTJ6hTpw7R0dHUrVuXkJAQdu/eXSlwZPfu3SxbtozIyEhiY2OZO3cuxcXFTJ8+HTc3Nzp27MjFixfp1avXc5vTP5WJp3HjxnTo0IFmzZqRk5ODjY0NR48exd7eHnt7+yrHNXXqVJycnJg+fXqFfcHBwRWez5o1q8Lz8hltqppbVdlstmzZ8gSz+WeEh4e/6CH8JZqamowfPx4nJyc0NDRo164dCxcuxNraGi8vLyZMmIC1tfXvvtZlqgqaqlOnzj81DSGEEEIIIcRLTgJzhBBCCCGEEC+tyMhIatasybJly1i7di0uLi6V2ly/fp3jx4+zd+9e1q5dqw5yuHXrFtOnT6eoqIjRo0fj7u5e4bjflia6fPkyycnJ6OvrY2pq+o/M79+itLSUwMBAzp8/T82aNQGYNm0acXFxjBw5kmHDhnH48GEmTZpEUVERAQEB+Pv7M3v2bHbs2EFBQQGLFy/G0tIShUJBly5dSExMZOjQoQQGBj7xeHR0dHB3d6egoID58+dXCMyZOXMmnp6elJaWYmBgQExMDL1798bLy4uAgABmzZrF0KFDKSwsREdH53fLUbm5uREUFMRbb72l3tavXz8GDx6Mvb09jRs3ZtKkSRQUFPDZZ5/xyy+/qDMIRUREsGHDBu7fv8+kSZOeeH5C/FVbt27FxMSEb7/9lu3bt3PixAng8SL+rFmziI+PZ9KkSeoMYykpKVy7dg2lUklqaiqzZ89mypQpFcrBbdu2TZ0R68GDB/j7+5OXl8dbb72Fq6trhfM3bNiQ1atXM3z4cE6ePMnevXvx9PRk4MCBfPvtt6xfv56rV68SEBDAoEGDcHNzexGX6T+jfBm9ixcv8vXXXxMXF8fq1auJiYnBxsaG/Px89u7dS1RUFIsXL8bV1ZX09HT2799fobzPnj17iI+PZ+XKlWhpaTFv3jwSEhIoLS2lV69etGvXjszMTHJzczly5AhTp0594vGWlpa+NNlGVq5cqX5clklt6dKlldqVBdLY2tqyZ8+ef2Rs4umUz8Lo4eGBh4dHhf3z589XP7azs6t0fNlrXb7s3h+VABNCCCGEEEL8t0lgjhBCCCGEEOKl9NVXX/HZZ59RWlpKmzZt6NatGx9//DE9e/ZkwYIFfPfdd/Tr1w93d3fOnDlDx44dyc3NxdHREZVKxbVr1zA1NSU4OJjc3Fy2bt1KSkoKNjY26OnpYW5uzpIlS0hNTWXy5MmUlJSoyw61bt36Bc/+1bJ582YaNmzIsmXLKC0txdHRkbfffpvQ0FBcXFwYNmwY06dP56effqJ27dq4uLgwaNAgxo4dy5QpU0hLS2PGjBlER0cDjwNcwsPDsbOzY8iQIVSrVu2JxmNhYVGhjFlUVJT6sbW1NfHx8RXajxs3jnHjxqmf/zaDTVXZC3x8fPDx8al07rVr11Z4rqOjw/79+ytsUygUFc4nxPNy+vRp5s+fz9y5c9HQ0MDAwABNTU369OnDmTNn+PDDD7l48aL6fT1nzhw2bNjAunXraNu2LZqamnz//fd06tSJlJQUli9fXqH/2NhYvvzyS1QqFdnZ2ZXOX1YCztjYmNzcXFJTUzl27BgREREUFBQwcOBA0tPTeeONNwDUmcvE8/HbMnrt2rVDU1MTY2Nj0tLSKpXj27NnD82aNcPGxgagQuawmTNnEh8fj46ODtnZ2aSmpuLs7AxAdnY2H3zwAfn5+VSvXl0drODv78/Vq1cxMTHBxMREnV3pt1nwOnXqRIcOHTA3N8fHx4egoCAKCwtxcXEhJCSEX375hREjRtC2bVvu3r37D19FIYQQQgghhBDiyb0cPzsRQgghhBBCiN94/fXXGThwIO+88w516tRBpVKhoaHBjRs3AMjPz+fGjRtkZGTg4uKCg4MDjx49AqCwsBAzMzP27dvHokWLUKlUzJs3D3Nzc5RKJb/++islJSUsX74cS0tLPD090dLSIjMzkwcPHpCWlvYip/7KOXfunHrhtiy7gbm5Obq6uurnycnJeHp64uDgwI0bN8jJyWHVqlXY29sTEBBAZmamuj9LS0u0tLQwNTWtcrFfCPHX3L17F2tra+7cuUN0dLS6DMuWLVvo2LEjp06dQktLC5VKxY0bN7h48SIBAQFs2bIFCwsLtm/fri5rtXbtWgYOHFihjNvs2bPZvn07mzdvrjKzSflADpVKhZmZGR999BFKpZJDhw7h4eHB4cOH1eXnkpKSntu1KCvhBTBkyJD/5H2+rIxeeHg4M2bMqPT6lJXjAzh69CgtW7bEzMyMQ4cOVWgHj6/nqFGjuHnzJoaGhnTo0IGYmBjGjBlDcnIy4eHh1KpViyVLlnDlyhXu3r2Lrq4ucXFxmJmZ/eE4MzIyiIiIYPLkyQQHB7N8+XL27NnDqVOnyMjI4OOPP2bTpk0sWbKEy5cvP4crJYQQQgghhBBCPFsSmCOEEEIIIYR46ZSUlJCcnExUVBRRUVHqhTctLS1MTExYtGgRDx48IDMzk5YtW2JhYUF8fDwPHz5ER0eH6tWrU7NmTbp06cLDhw8pKioiNTWVX3/9FVdXVx4+fMjt27cxNTVFQ0MDKysrTE1N6dOnD/7+/jRt2vQFX4FXS/mF27KF7/ILvvA42Obnn39GqVSSlJSEsbExixYtQqlUsnTp0golUpKTkykpKeHy5cs0bNjwicaiUCgqZMsR4r+sTp06HDlyBH19fQYOHMi+ffto0KAB8DhI48GDBzRv3pyrV68yePBgbG1tMTIyYurUqaxdu5Y1a9ZgaGhIfn4+hw8fpnv37urSbzExMbzxxhvY29sTHBxMvXr1/nQ8gYGBbNy4EScnJxwdHfn1119p1aoVERER9OrVC11d3ed2LcoH5vxXRUREYG9vzxtvvFFleR1ra2tq1KiBnZ0dP/zwAyNHjsTCwgJTU1NsbW1xdHQkLy8PABMTE7766isGDx7MgwcPGD9+PL179yYoKIhx48ahra1NixYtmDVrFklJSRQUFNCxY0fgcVYzqBy4VcbMzAw9PT0Azp49i6+vLwqFgtTUVK5du0Zubi4mJibUqlWLNm3aPNE1UKlU9O7dG2tra37++ecq29y4cYNZs2ZVuU+hUFBcXPxE55RSRkIIIYQQQgghpJSVEEIIIYQQ4qWTk5NDvXr1uHnzJn5+fly5coUZM2awadMmVqxYgbe3N7du3eLjjz/Gzc2N0NBQHjx4wA8//ECLFi0ASExMBB4vwu3btw9XV1diY2PR0tKiqKgIDQ0NLl++zIEDB/jll1+oXbs2e/bsIT8/H1dX1xc5/VeOp6cnW7Zswd7enlq1alXZZubMmXh6elJaWoqBgQExMTFYW1tjb2+vzuJR5scff2TcuHH4+/s/cRkrIcT/a9u2LVOmTGHChAkA7Nq1iz179gDQo0cPAGrVqoWfnx+jR4/Gz8+PnTt30rNnT6KioggMDKRZs2YsXboUa2trNDQ0KpR+8/b2Zvr06RXOWVb6rVWrVuptoaGhwONScHl5eVSrVo3CwkJMTU3R1dVFqVSydetW5s6dy9SpU5k+fTru7u6MHTuWEydOUFpaSnR0NEZGRrz55pvk5+fToEED3N3dycrKYseOHZw9e5atW7fSpUsXFAoF3bt3Jy4ujpEjR9KhQwdOnDiBk5MTAQEB6nH17duXyMhI9PX1GTduHL6+vlhZWT2X1+Jl8NuyfWUUCoU6eGThwoWV9s+aNYvCwkLeeustBgwYQL169UhMTOT48eM8ePCAAQMGEB0djaOjI8uXL+fUqVPcunWLNm3a4OzsTHFxMR06dFC/N06ePAlA3bp11VnwUlJS1Ocrn33JzMyMBQsW0LhxY0pKStDQ0KBu3bpkZGSgr6/P+fPnn+gaXL9+ndq1a/9uUA6AkZERwcHBT9SvEEIIIYQQQgjxRyQwRwghhBBCCPHSMTU15dy5cxgaGmJoaIiRkRGmpqYYGhpiYGCAkZERDRs2xMLCgtatW6Onp4eWlhYAAQEBzJ49u0J/mpqajB8/HicnJzQ0NGjXrh0LFy7E398fGxsbevbsSV5eHj179uTevXuVFprFH9PU1GT58uVV7lMqlcDjTAzx8fEV9i1durTKY+bOnYu2tvzvqhB/l6enJ2PGjMHR0RGgyqCMMkZGRjg4OGBjY0O1atVYuXIlAE5OTrz77ruEhIQ8kzEVFBSwa9cu1q5dy86dO4HHmbbmzZtHQkICpaWl9OrVC3d3d2bPnk3NmjWJi4sjIiICf39/DA0N2bp1KyqVCjs7O3bu3MmUKVNIS0tjxowZREdHA/D2228TGhqKi4sLe/fuxcLCgri4OLS1tdX3orfeeouYmBiGDh1KcnIyCxYseCZz/DfatGkTNjY2TJ48mVGjRpGTk0N+fj579+4lKiqKxYsXExgYyJUrV4iKiuLSpUsVju/atSuLFy/GycmJ1157jbZt21KvXj1MTExwdnamVatWGBkZVTrvrFmzGDp0KIWFhejo6BATE8O0adNwcHCgWrVqmJiYPNE83n33XQ4cOIC2tjaLFy/G2dmZoUOHYmBgwMWLF9m8eTPFxcWEhISwYsUK3nzzTY4ePYqVlZU6mGfatGnqoK9hw4Zx+PBhJk2aRFFREQEBAfj7+7N161ZmzJhBly5dnjjDjhBCCCGEEEKIfx+N8qliX7QuXbqojh49+qKHIYQQQgghhHiFFBQUUL16dcaOHcuZM2eIjY190UMSf4NCoVAvngshnr/Y2FiOHj36uxlCSkpKcHd3Z9euXU/ct0qlIigoiLNnz1KjRg06depEXFwchw4domfPnqhUKu7evcv//vc/Nm7cSP369TEzMyMrK4tOnTpx+PBh7t+/T4sWLWjTpg0PHz4kKSkJeHyvWL9+PY0aNUJXV5erV69iYWGBQqEgIiKC//3vf7Ro0YK0tDSWL1+OpaUlPXv25MGDB+jr6zNnzhyMjIwYNGgQ48ePJyEhgZkzZ/6ta/lvNmfOHDp27IiHhwcRERHcuXOH2rVr895773HmzBnmz59PcHAwISEhREVFVdlHcXEx2trahIeHY2JiwsCBA596PEqlkri4uCcuXbhmzRrCwsL48MMPKS4uxtnZmX79+nHs2DFWr17NzZs36du3LyEhIYSGhqr7nzFjBs2bN0ehUPDFF1/Qrl07ddCXm5sbP/74I7Vr18bFxYVt27bh4OBAbGwsd+7cwcHBgbS0tKeeq/jvetr3uRBCCCGEEOKfoaGhcUylUnX5K23lL51CCCGEEEKIV1rPnj05c+YMmpqaHDhw4EUPR/xNZRl2hBDP37Vr1/jkk0+qLF8EcPv2bby9vRkxYsRT9b9161ZMTEz49ttv2b59Oxs2bCAjI4PAwEDatGlDq1atWL16Nebm5ty6dYuWLVvi7+/PoUOHqFmzJjdu3KB///5cvXqVuLg43n33XdatWweAu7s7ZmZmFBYWkpSURLdu3Sj78Zmenh47d+7Ew8OD4uJi5s2bR9u2bVm7di1du3ZFX18feFzGq06dOnz55Zd8+umnTzXH/4rmzZuTkpKCh4cHJ0+exNTUlGPHjgFw9OhRWrZsiY6ODiUlJb/bx7Bhw7h48SJ16tRh/fr1f3tMKSkp9OnTh9u3bxMbG8vw4cO5du0axsbGrFq1CgBfX99K2wAePnxIREQEpqamtGjRAi8vL65evYq2tjZ9+/bl/v37DB48mPv373Pz5k2aNGmiDo4wNzdHR0dHXXIrOTkZT09PAG7evElOTg6amprUqlWLWrVq0aBBg789V/HvV1paWqGMmxBCCCGEEOLfRQJzhBBCCCGEEK+0w4cPv+ghCCHEK8nY2JjExMTf3W9gYMDu3bufuv/U1FTWrFlDbGwsxcXFGBsb07x5cyIjI7GxsSEoKIjVq1djZWWFlZUV48aNY9++fWhqalKzZk0uXLhAUlISFhYW5OXlYWpqSs+ePSkuLqZFixbk5+fTqVMn7O3tuXHjBs2bNwceB+YAvPbaa5w5c4aLFy/i4+ODt7c3devWrTDGAQMGEBISQtu2bZ96nv8FXl5evPXWW7i5uVGrVi1at27NrVu3sLOzo3bt2vzwww/Url2b27dv4+Pjw5IlS1iyZAm+vr4YGxsDqMujPUtbtmxh1qxZxMTE0K5dO1avXk1YWBgxMTFoampW2gaPM/csWbKEfv360bp1a06fPs2KFSsoLCwkODiY48ePc/r0aSIiIrC1tcXS0pI9e/aQlZUFgIaGRoUxWFpasn79evT09CgqKkJHR4fS0lLy8/O5c+cOOTk5z3ze4uWnVCqZP38+xcXFFBYWMnr0aI4fP05YWBiRkZHA48xf/v7+1K9fHw8PD8zMzPjoo4+oVq0aI0eOpFGjRpUC0O7evcugQYMoKiqiY8eOLFq0iAMHDvDBBx+gp6fH4MGDGTp0KB9//DEJCQloamqyYsUKmjVr9kKvhxBCCCGEEP91EpgjhBBCCCGEEEIIIZ45MzMz/Pz8mDBhAgA7d+5k1KhRhIeHc//+faysrHjzzTdJTk5mypQpbN26FV9fX44cOUKTJk3w9vYGoKioiIULF3Ljxg327dunzixhZ2fH0qVLgf8vgxcWFsb8+fPV5fDWrFlDeHg4PXv2ZMKECVhaWiH97XwAACAASURBVBIVFaVepNbQ0OCdd9755y/OK0ZXV5cNGzagra3NqFGj0NHRoUOHDpVK7JQvJzl58uTnOiZzc3PgcYDZpUuX6NLlcfbwLl26cOzYMbS0tOjcuXOFbS1btuTKlSu4uLioA4bu3r3L5MmTycvLIzs7m6ysLO7fv4+BgQFOTk5kZWXRqlUrGjZsWOU4Zs6ciaenJ6WlpRgYGBATE8OkSZOwt7enc+fOGBkZPdfrIF5eBQUF7Nq1i7Vr13Lu3Lkq22RnZxMXF4eWlhZ2dnZs3rwZQ0NDSktL2bt3L/D/AWjx8fH06tWLXbt2oa2tzeDBgzl//jzbtm0jPDwchUKBSqUiJSWFa9euoVQqSU1NZfbs2URERPyTUxdCCCGEEEL8huTHFEIIIYQQQgghhBDPnKenJ5cuXcLR0RFHR0dWr16NmZkZEyZMICUlhVOnTgGPM+s4OTnx4MEDunfvTmBgIBs3bsTJyQlHR0eOHz/O8OHD2b59Oz179iQgIAAAa2trvLy82Ldv3x+O48MPP2Ts2LH069cPfX19dHR0AIiJieHTTz9l6NChz/dC/Ev07t0bW1tbHjx4wP79+1m1ahUaGhps3bqVc+fOYWBggEqlYvr06Rw5coQhQ4aQlpZGfn4+Pj4+9OzZE39/f+BxmTN7e3tsbGzYsWPHU42nfOaaGjVqVCqt1aJFi0rbjIyM+OCDDzA0NMTQ0JBmzZrx9ttv8/nnn3PixAkyMzMZPnw4ffv25cGDByiVSoyMjPjyyy/R0NBAqVSqg77KSi9aW1sTHx/P7t271Vl5PD09OXbsGEuXLv3DrFTi383S0hIACwuLCkFrZWX3ADp16oSWlpb6uaGhIYC6rFX5ALTc3Fxu3bqFj48PCoWCxMREMjMzCQoKYt26dfj6+vLLL7+QmpqKUqlEoVAwatQo7t69+9znKoQQQgghhPhjkjFHCCGEEEIIIYQQQjxzGhoafP3111XuW79+PQA//vgjfn5+ODs7q/fVqFGDqKioSseUBT2UmT9/vvpxWZBEaGioeltZuZji4mIOHTpESUkJtra2NGrUCABvb291Vp6XkUql4o033uDevXvs3r27wuL90wgNDUWhUKBQKJ7q+PKBBUqlkhYtWuDt7c26deu4efMmr7/+OqdPn+bEiRNMmzZN3XbJkiW4uroSGBhIaWkppaWlzJs3j4SEBEpLS+nVqxfu7u5/a276+vrExcVhb29P48aNmTRpEgCDBw+usG3//v1oaGgQERHBgAED0NfXZ+rUqQQGBpKXl4empiZLly7lww8/5J133qFRo0bq94sQ5a1YseIPg/rGjRtHgwYNAEhOTsbV1ZW0tDQAUlJS6NixI/D/ATjw+J5569Yt6tevT2lpqXpbGZVKxQ8//ICXlxdDhgxh0KBBqFQq9PX1WbRoEZmZmQwbNow5c+bg6uqqvv8WFRU928kLIYQQQgghnpgE5gghhBBCCCGEeGVdunSJkJCQKhfxf69djx49JIOBEP8h6enpBAQEkJ+fz7Bhw9QZT57UiRMnKC0tpXPnziiVSnXprOfl+vXr1K5dm59//vm5nePv6tixI9OmTSMvL4/x48erS42VZSUCOHfuHO+99x7wOAghOzub1NRUdTBWdnY2KpWqQgDCnykfYDRkyBAAhg8fXqnd2rVrf/e4suAwgI0bN1Y69vDhw395POLfo6xU3p99xv8sMAdAR0cHd3d3CgoKiImJYfDgwXh4eFC/fv0q28+ePZs+ffqgq6vLyJEjqwwKc3R0xM/Pj02bNqm3RUREsGHDBu7fv8+kSZPo1KkTRkZGKBQKNDQ0GDhwIIGBgU9wFYQQQgghhBDPmgTmCCGEEEIIIYQQQogXonyGm+elTZs27N2792/1UVpayokTJyguLqZz587PaGR/7KOPPmL37t34+/uTk5PD3bt3sbCw4KuvviI0NJQePXrg7OzMkCFDCA0NRalUEhsbS15eHgA///wzd+7cwdvbmxo1alCtWrWnzpbzWzo6OpSUlKClpYWmpia5ubkoFAqmT5+Oo6NjhbZmZmYcOnQIc3NzSktLMTQ0pEOHDsTGxqKlpUVRUdETBeUI8awplUo+//xzVCoVgYGBfPbZZ9y+fZsOHToA0L17d6ysrEhMTGTOnDk8evSIlJQUFAoFwcHBHD16lB07dlBQUMDixYsrlLD69NNP1efZvn17pXOXDyy2tbXlwIEDQOXA47IANHiccac8hULBuHHjKmwLDg4mODj4b1wVIYQQQgghxLOk+edNhBBCCCGEEEKIl8eBAwfo2rUrjo6OJCQkkJmZiY+PD1ZWVmRkZFBUVISTkxP29vZ4e3tTUlJSZT/JycnY2trSrVs39cJXr169ABg0aBALFiygoKCAfv36/WNzE0I8fxMnTuTXX39l586d6gX0d999l3Xr1tGtWze6detGXFwc8HjB+6OPPsLPz48lS5bw2WefMWjQIODx4nifPn2wtbXl/v37z3ycYWFhuLi40K5dO/r378/evXt58ODBH2ZyadiwIdu2bcPY2JiTJ0+ybNkyAgIC2LZtGw8fPnxmYzM3N2f//v30798fS0tLGjRogK6uLtra2tjY2FRoO3z4cLZv307Pnj0JCAhAU1OT8ePH4+TkhIODQ6WAAiFehEePHrF582bmz59PQkICX3zxBbt27aJXr14kJydjZWWFvb09ERER3L59m0aNGtGrVy8ePXrE2LFj+eCDD3B0dGTevHn/yHhzc3PZsGHDP3IuIYQQQgghxN8nGXOEEEIIIYQQQvxlz6J8y18tJVVVO4VCgY2NDeHh4SgUCi5evMjXX39NXFwcq1evJiYmhjFjxrB161Zq1KhBSEgICQkJtG7dulL/06ZNIzo6GmNjY3r06EH//v3R09MjPz+f0tJSUlJSOHr0KFZWVk89VyHEy+HEiRMcO3aMYcOGYWNjw/79+7l+/TqNGzfm3r17ZGVl8dVXX7Fz504A3N3d1aWWdu3aRVJSEpGRkRQXFxMQEIBSqQRgy5YtzJo1i/j4ePr27ftcxn7hwgU8PDwA6NKlC2lpaRUyzKhUKvVjc3NzAIyNjcnNzSU9PZ033ngD4Jlm+qlbt26VWYj279+vfhwZGal+HBMTU6Gdh4eHek5CvAw6d+7MzZs31WXWcnNzKSgoYNu2bbRt25asrCzq1KlDbm6u+ph33nmH4OBgMjIymDZtGi1btqR69eoA1KtXj48//vh3z3fgwAE++OAD9PT06N+/P+vWraOoqIgGDRqwbt26Cm23bt3K3LlzKS4uZvr06bi7u6sDc958880/nVtZeS4hhBBCCCHEiyPfyIUQQgghhBBCvFJGjhzJunXr8PX1JScnh3bt2qGpqaleiM7Pz2fYsGH07NmT9evX83/s3Xtcjvcfx/FXRyKHECWHSg4hSpRKdReSHHJoOStKzLEdDJPzIW2zGb81EctxmEPIacjdwbmQw6KRpFJCUdHx7vdHj66flGFz2Pb7Pv/Z3XX8Xtd9d9V8330+aWlpVR4nKysLfX191NTUMDAw4P79+1hYWBAaGkrz5s0pKSnh1KlT2NjYvOcrFAThTSgUileuNzU1xcvLC/hfu5hbt24xYsQI9u7dS6NGjVBSUqJ27drUrl0bFRUVaf9atWpVedwXQzDviqGhIbGxsQDExMTQokUL6tSpw7179ygtLeXatWvSti8GdgwMDIiLiwPg4sWL3Lx5k3Xr1r2Vcb2ttliC8HegrKwstVk7fvw4K1asYPz48SgpKaGpqcmRI0eAsu+r8jBc06ZNefToEatWraJz585s3LixQlDujxw8eJCAgADCw8Px8fEhLCyMyMhIjI2NCQ8Pl7ZTKBR88803hIeH4+/vz5AhQ3B0dMTa2pqjR48ik8nIzMwkICAAGxsbHB0dSU5OBqBjx46MHDmSr776ips3b+Lk5IS9vf1fClcLgiAIgiAIgvDniGCOIAiCIAiCIAiC8Mbc3d2xt7fHycmJJ0+ekJSUxMiRI4Gyqjrz588HwM/PDzs7O6ZMmYKnpycAJSUlTJ48GVNTUw4fPgzAtGnTsLe3x9bWVppQKi4uxsfHh86dOxMWFiadW0tLiwULFpCRkUHv3r05f/68tK60tJQjR47QqlUrIiIiGDx48EsnyerWrUtSUhJFRUUkJibSsGFDrK2t+frrr7GxsUFfX58dO3ZgYWHxtm+fIAgvmD9/vlSFBiq2rFu/fj1+fn4AeHt74+3tTVJSEg4ODri5uRESEoJMJuPzzz+na9eurFmzBgBPT08mT56Ms7MzcrkcPz8/Hj16hLu7O/v37yc2NhYbGxvmzp3LqVOniIuLY9euXTx58oS0tDS6du1KYmKiFHZRU1Or0BrvZVVr3jYfHx+2bduGra0t1apVo2vXrgwaNIgVK1bg7u6OlpbWS/f19vYmKCiI3r17U61aNYyMjKSAUrnye/O+vcl5169f/45H8+EkJSURHh5e4efomxJtjd6O59usffLJJ/zyyy8A5OXl4eTkxL1794CyNnaGhoYMGDAAY2Njnj59SkJCAj/99NNrn2vixIlSyDgqKuqlgeLnq/iMHj2aunXrcvz4cU6ePEnPnj2Ry+WUlJQQHh7OyZMnWbhwIf7+/gCkpKQQFBTEzJkzmT17NuvWrSMiIoJr166RkpLyFu+cIAiCIAiCIAivIoI5giAIgiAIgiAIwhsLCQkhIiICd3d3tm/fXuU29+7d48KFC0RGRtKtWzdp+cOHD5k7dy4HDhwgKCgIAH9/fyIiIpg3b560LDMzEz8/PyIiIqRJJoA1a9ZgZmbGnTt3+OKLL1BTU+P06dPSektLS/bt20ffvn1JSkp66TUsXLiQ4cOH061bNyZNmoSamhqdO3fm+vXr2NjYYGNjQ2lpKTVr1vwrt0oQPphXVZL5O3u+moSBgUGV29y/f5/t27czduxYAAYOHMjJkycJCQmhsLAQKKuOU96eCuDChQvIZDL69euHt7c3zZo1IyUlheHDh9OlSxfGjh1Ljx49UFVVJTo6mkePHkn7du3alc2bNzNlypR3eOX/o6+vz+bNm6lbty4HDx4kKiqKH374AYBmzZoRGxvLL7/8wtGjR9HX18fT01Nqs3Xp0iW+++47XF1dGTduHIWFhRQXF1NaWioFlGQyGQ4ODqxcuZKSkhL69u2Lg4MD7u7uAJw9exaZTIaNjY0UOAgLC8Pc3Jzx48dTXFz8Xu4D/H8Ec/6KlwVz/snPgPdJJpNJVWRcXFyQy+V89913dOjQAWdnZ3R0dPDx8SEtLY0aNWqQmZnJ0KFDCQ0N5csvv+T+/fucOXOGpUuXSgFDuVyOqqrqS8+ppaVFYGAgAQEB9OrV66WB4uer+Jw+fZrevXszevRoMjMzpW2SkpLo0KED8L92dwCtW7eWfoe5ceMGo0aNQiaTER8fT2pq6lu9h4IgCIIgCIIg/LGX/9+BIAiCIAiCIAiCIFShpKSE6dOnc+XKFZ48ecLAgQOrrBxx584dqdWLqakphw4dAkBbW5uGDRsCSO1fvvrqK44fP05RURHGxsYA1K9fn2bNmgFUaCszbdo0jh8/Tl5eHocOHUJDQ4O0tDQGDx4stVa5cOFCpXFv3rwZgOjoaADMzMw4depUhW2qV69Ofn4+AD179qRnz55/9jYJwgchl8v59ttvKS0txcfHh6+//pri4mLmzp2Ls7MzoaGhLFu2DA0NDebPn4+pqSkjRozgyZMnmJqasnLlSkJCQvj11195/PgxKioq9O7dm59//plWrVoRHBz8yvXPnj1j7NixZGRkoK2tzebNm9myZQtHjhzh8ePHABw4cICsrCwGDx6MhoYG6urq5Ofnc/r0aUJDQ1FVVWXTpk107dqVcePGsWPHDmJiYsjKysLExAQoa9Py/LPBzMwMFRUVmjdvzv379wEwNzevcH/s7e2JjIykqKiI69evc/z4cbS0tIiIiOD69evo6emxd+9evL29iYyMpFOnTtLzrUWLFkRFRUnHKn/e6OvrV6j283dQWlrK3r17Wbp0KefOneP48eP4+Phw8eJF4H8Bpfnz53PixAl++eUX6tSpg7KyMqWlpXh7e7Nnzx769OnDhg0bsLe3Z9euXURFReHu7o6fnx9t2rQB4Msvv+TZs2d89913ODs7S5XQXpe7uzsZGRlUq1aNnTt3UlxczKBBg1BSUsLExIQePXpw5coVZDIZs2fPrvBczs7OJjw8nEGDBr3WuUJDQ7Gzs6NevXqv3NbT05P58+ejr6//RtfzJpKSkli0aBHXr18nODiYtm3b4ubmxu3bt9m7dy9NmjRh4cKFhIeHo6yszPr169HT08PZ2ZmioiK0tbVZs2YNn332GdHR0chkMn755Rd69OiBiYkJ7du3x83NjYkTJ1JQUEDPnj0/SHWkfyKZTFapXVv57zEv6tWrFw0aNHij4wcFBbF7925yc3NZvXo133//PTExMdSpU4eWLVtK2z1fxUehUGBiYkJAQAAjRoxAR0cHKHsGlbesK293V75vudatW7NixQp0dXUpKSmp8HubIAiCIAiCIAjvnqiYIwiCIAiCIAiCILyRS5cukZeXR2RkJJMmTaK0tJQ6deqQnp4OlLV4AGjevDm//fYbAJcvX5b2fzHE8/DhQ+RyOVFRUSxatEgK9jx69IiUlBSePn1aoX0MlE0wffvtt8jlcmJiYnB1dX2n1ywI/ySFhYXs3buX5cuXEx4ejlwu5+uvv0ahULBkyRJOnDjBiRMnsLW1Zc2aNQwZMoTIyEiePn3K2bNngbIA3YEDB9DR0SE/P5/IyEiSk5OlCjJ/tD44OJj+/fsTHh6OTCZj586dADRs2JCDBw+ip6fH5cuXCQ4Oxtvbm4MHD/Ls2TMAMjIyGDBgAMeOHWP16tUYGhoyffp0atWqxeHDh3n69Kl0nc9POgPExcVRUlLCnTt3pPDfi9uUlJSwcOFCtm7dyrlz5+jevTtNmjTB2tqaixcvEhcXR2hoKOHh4cyePZvc3Nx38ya9Y+WhyMaNG1d43bFjR6AsoKRQKBg+fDhHjx5FTU2NS5cuoVAoePLkCe3atUNNTY2wsDBsbW357bff8PHxoUOHDtSrV4+UlBRq167NjRs3SE5OJisri9TUVJo2bSqNobxS2rJly/6wOseLFdjKQ0Pz5s1DS0uL/v37Y2JiglwurxSWfJMWTgqFgtDQ0ApVkD60pKQkGjduzMCBA+natStZWVns2LGDTz/9lF27dnHlyhVSU1ORy+X88MMP+Pv7o6qqSlhYGJGRkRgbG3Pw4EFKSkqktkba2tovbWF09erV/7sWRu+y2tL169fp168f06ZNe+N9fX19iYyM5MKFC3h4eHDhwgXCwsLYsmULnp6eUsUs+F8Vn0GDBnHlyhX69u3LhAkTePToEW5ubqirq+Pg4IC1tTV+fn7MmjWr0vmWLFnC2LFjcXR0xMXFpcKzVBAEQRAEQRCEd09UzBEEQRAEQRAEQRDeSLt27Thz5gzOzs40bdoUPT096tatS7NmzejRowdGRkbo6Oigq6uLqakptra2tG3bFjU1tSqPp6WlhaamJo6OjlIrBihr3zB//nwuXbrE3LlzK+zz5Zdf4uPjw+PHj1FWVmbt2rUvbXfzV7xYjaFbt25SxZ0/sn79eqm9zpQpU1i1atVbH5sgvEynTp148OAB8fHx9OjRAyhr+5SZmUnz5s3R0NAAykIrt27dwsXFBajYAuVlwY6srKxXro+Pjyc2NpagoCDy8/MZNmwYderUkbbT09MjOzubxMREevXqhaurK7///jtFRUU0aNCADRs2EBwcTHJyMkpKSujo6NCwYUMaNGjA06dPSU9PZ+DAgUBZVYvOnTtz4cIF5syZQ05ODsrKyvj6+nLo0CE0NTX5z3/+Q0ZGBps3byY0NJTc3FwaNWpEjRo1CA8Px9zcnBUrVrBmzRpUVVVp2rQp7dq1IyYmBhUVFbp27Vqpaom+vj5jx44lOTmZ5s2bVwik/B08H4CsqqJZeUAJwMjIiLy8PMaNG8fChQtp0aIFenp6mJmZUa9ePZYuXcr48eNZvnw5ly9fJicnhxYtWlBaWkpERATVqlWjWrVqHD16FGtr60pjmTlz5kvHWVUFNk9PTyIjI1m0aBG1a9eutM+pU6f45JNPqFmzJtevX6ekpESqFDNp0qQK1Xdq165Nx44dMTExoVWrVhw+fJj4+Hjc3Nzw9PTEy8uLnJwcjI2NCQwM5Pbt2wwbNgwdHZ33Espas2YNx48fR0NDA11dXR4+fEiXLl2YOXMm2dnZLFq0iLCwMHbs2EHr1q1p3ry51IqotLSU+vXrY2RkxJkzZ1BRUSEzM5O9e/dSVFSEs7Mz33//PTdu3MDY2JiaNWuioqJCamoqTZo0eefX9q4pFIpKwbuqPP/z+G1r06bNa/1O8Lb4+vri6+srfT1kyBDp9axZsyoFcp4fm5GR0Usr/giCIAiCIAiC8O6JYI4gCIIgCIIgCILw2nbt2lUpZFLe6sHOzg4TE5MKrWPmz5+Pqqoq27dvJzExEfjfRJFMJuPYsWMoKysTFhZW6VxnzpyptKy8XYy2tjZ79ux5G5f0h8qrMbxum5Ryz08EilCO8L4pKyvToEEDTExMOHLkCCoqKhQVFaGiokJycjL5+flUr14dhUKBgYEBsbGxUhDF29ub69evvzLY8UfrW7duTffu3Rk8eDAARUVFbNmypdJ2BgYGrF+/HgsLCwoKClBVVUVHRwdDQ0O2b9/O4sWLWbt2Lbt27eL27dvk5uZy5coVbGxs2Lp1K1u2bEEmkzFw4EDOnz9PXl4eUVFR+Pj4YGNjQ2BgIH379iU1NZXIyEg2bdqEra0tvXr14qeffmLNmjUAtG3bliZNmpCQkMDMmTOJiopiyZIlHD58mDNnzrBq1Sr+85//IJfLiY+Px9/fHy8vL1RUVDh27BhLly6lsLDw3byZ78i5c+f48ssvKSoqwtzcHC0tLdasWcP27dupWbMmWlpaLFiwAFdXV4YOHUpycjItWrSgdevWPHz4kLlz55Kbm8uyZcv45JNP2LdvHxs3bqRNmzZ0795dakMIZS2h/Pz82Lp1K+Hh4Tx9+pRatWoxZ84cdu7cSU5ODm3btmXIkCEUFBTg7e1Namoq+vr6HDhwAKj4GTt48CABAQHIZDJu377NnDlzpMoiISEh1KhRg+DgYLZv3864ceNISUnh1KlT1KxZk8TERPz8/DAyMuKzzz5j1qxZWFlZMWPGDE6fPs2mTZtYvnw5lpaWUnWhd8nHxwc1NTVq1qyJXC7H1tYWFxcXIiIiKCkpQaFQ4OXlxcSJE1mxYgWrVq1i165d3Lhxg+LiYhITE+nUqRPq6upUq1YNJSUl9u3bR4cOHdi7dy9jx46ldevW3Llzh8TERKpXr/6PbmH0qlZ9VlZWmJubEx0dzbJlyygsLHxpGzRBEARBEARBEIT3SQRzBEEQBEEQBEEQhNf2/fffv3Sdp6dnpWWzZ8/m9OnTqKiosGPHjnc4sjcnl8tZvnw5xcXFFBQU8PPPPzN8+HCKiorQ1tZmx44drFmzhqNHj0rVGHJychg9ejRxcXFs2LABU1NTgoOD2bBhA1B2f2JiYqSJwFWrVvHxxx8THR3N9evXmTBhAgADBw78U60vBOF1KSsr8+mnn9K9e3eUlJRo27YtP/zwA7NmzcLMzIzMzExatWrFlClTmDRpEpMnT8be3p6uXbuydetWqaVK8+bNMTMzo2/fvpw/fx6FQoGjoyMnT54kPDyc8+fPc+TIEX7//XcOHTrE06dP2bBhA46OjkyaNIni4mKMjY0xMDDgzJkznDlzhiZNmlBQUMDZs2c5dOgQGhoa2NjYUFhYyNmzZ7lx4waWlpZoaWlhb29PRkYGOTk5PHv2DBUVFRISEtDV1ZWu1czMDCUlJZo1a8b9+/elZQAmJibcvn2bW7du0alTJ2nd7du3K9wvbW1tAFq2bMkvv/xCSUkJGRkZAMTHxyOXy6UQoq6uLomJidI5zM3NOX369Lt7M9+QTCaTxvr8c3n+/PkAUhWl8pCkXC7n2LFjpKSkMHToUB4+fIiSkhIWFhb06tVLqlw2fvx42rZty++//865c+do3rw5tWvXplu3btjb2+Po6MiyZcsICgpiyZIllcY1d+5c5s6dy+jRo/Hy8uLWrVvUqFGDRo0aUVhYyMaNG+nWrRsPHz4kPz+fX3/9FUNDQwAsLCwYMGAAn332GRMnTmTx4sWsW7eOKVOmSMevqvoOlLU+rFmzZqXxxMfHM3PmTJSUlMjNzcXCwkJ6X1VVVStUcHuXtLW1iYyMJC8vDyUlJfT09MjNzSUvL48rV64QGxvLpk2bqFatGu3atSM8PJzjx49TWlqKiYkJnTp1onr16jx8+BB3d3cSEhLIycmRAqXBwcH8+uuv9OvXDzU1NXbt2oWmpuZ7ubZ3obCwkIMHD+Lo6Eh4eDgKhYLevXvj7OwshcaKioqYPHkye/bskdqgCYIgCIIgCIIgfEivrvcpCIIgCIIgCIIgfHAhISGEhIRIX5dXcnmVpKQkRo4cKX39/CRmufIJ3JeRy+X079+ffv360aVLFwDOnz9Pp06dGD58OE+ePAHKJn2PHTuGQqHA29sbe3t7Ll++TGRkpBR2qep8ycnJODo6YmNjQ0BAAFA2mVzeUqd8+x9++IGuXbvi4ODAhQsXXnntryM/P59Dhw4xfvx41q9fT1hYGJGRkRgbGxMeHo6Pjw89e/ZELpejra1Neno6a9asITAwkA0bNvDgwQP27dtHZGQke/fuZeHChfj4+EgTgSYmJtK5Zs2axerVq5HL5VW+D4LwNshkMhYvXgyAi4sLcrmcEydO8MMPPwBlobAff/yRzp07Ex0dTVBQEPfv3+fBgwc8ffoUhULB6dOnuXbtGidOnGD9+vUkJCQwZMgQMjIyoeLkNwAAIABJREFUUFdXx9jYGHt7e7S1tfn9998xMTEhPz+fjIwMsrOzefbsGePHj2fIkCE8ePAAY2NjzMzMSEhIIDk5malTp5KQkMBHH31ESEgItra2DB8+nMLCQmrXrs2AAQNwdXXll19+YcCAAdSoUYMrV64AsHv3bvbv3y9V7gGIi4vj+PHj3L17l4YNG0rLAK5evYq+vj6GhobExsYCcPHiRfT19Svct/IqIioqKnTr1o0pU6YQHx8PlAU7nJyckMvlyOVyNm7ciIGBgXSOixcvvou38p0pLS2lT58+2NnZSW2gFi9ejKqqKjt37uTEiRNSeCckJAR9fX3q1q2Ll5cX27dvR11dnXHjxuHk5IShoSGmpqbs3r0bY2Nj/Pz8SEtLq3C+9PR0Vq5cCcC3336LmZkZ9vb2aGpqkp+fj6qqKqqqqpiamtK9e3dcXFyIjo4mODgYJycnAJYvX05oaCi2trZoaWkRGBhIQEAAM2bMoKSkBIBLly6Rl5dHZGQkkyZNkj4jz7c7UlNTk7Zv3bo13377LXK5nJiYGFxdXaX3taSkRPrMvUtqamqoqamxY8cObG1tpco/+vr6+Pn54eTkxO3bt8nOziYlJQU9PT1MTU3Jyclh2rRpjB8/nmHDhlFaWsqRI0fYvn07Xbt25fHjx8jlco4ePYqRkZEU6Dly5Mg/OpQDlVv1OTk5ce/ePUpLS9HW1qZhw4ZSu7y/G7lcjp+f3zs59rJly0hNTX0nxxYEQRAEQRAE4a8TFXMEQRAEQRAEQRD+gf5si6U/21apsLCQw4cP061bNwAWLlxIaGgo9erVo3nz5hW23bt3Lw0bNiQ4OBiFQvHKYwcEBLBgwQKpxcyoUaOq3G7v3r2cOHECDQ2NCpPyf0V5xQtTU1OOHj2Kl5cXqampZGRk0LJlS1q2bFlheyMjI6pXry5N+iUmJhIXF4eDg8Mrz/XgwQPatGkDVJwoFoQP4cXJbYD79++TmZlJ8+bN0dDQAMo+q7du3cLFxQWAzp07S6G59u3bA9C4ceMKr7Oysl65Pj4+ntjYWKpVq8aVK1e4ceMGderUoW3bthQVFVGzZk08PDzIyMigS5cuNGzYkBYtWjBt2jT69etX4Vp++eUXfH19GTNmDOrq6gBEREQQGBiIvb09TZo0YcaMGXh4eFBYWEi/fv3Q09OT9jc1NeXBgwfS1w4ODqxcuZJ+/frRqFEjOnbsiI6ODjKZDCUlJYYNG4aPjw8//vgj3bt3p3nz5hVaN/3d3bt3j1q1akltol5GoVBUeFa9rEXao0ePkMvlREVFcfToUbZs2VLlMzoiIoJLly6xceNG4H+Bp/KfS0VFRVy4cIETJ04ALw88BQUFsXv3bnJzc7G0tCQqKgo3Nze+/fZbbt68ibOzM02bNq3wHpeHqnr16sXEiRP56KOP+PLLL/Hx8eHx48coKyuzdu1aPv/8c4YPH06jRo1o1KjRm93YP6F9+/bMmjWLxMRE1NTUKqyr6nPn4uLCkiVLiImJoU6dOrRs2RIdHR0ePXqEm5sba9askUJXKioqODo6MmfOnHd+He/Tyz6HSkpKr2y790/z4vfgH5k5c+Y7Ho0gCIIgCIIgCH+FCOYIgiAIgiAIgiD8TRUWFvLRRx9RUFCAlpYWhoaG6Onp0bp1ay5evIhCoaBr164UFxeTmZlJvXr1GDhwIBs2bEBXV5fHjx9jYGDAiRMnsLOzo7CwkOLiYmJiYjh//jzjx4+nTZs2UsWbP1LeAqZcdna2NBHdqlWrCusSEhKwtrYGKgdQqpqsrarFTFWTawsWLODjjz9GXV2dRYsWvZVJ0/KKF3FxcRgYGFBUVMTWrVuZPXs2paWlFaorAJXGZWBgQJcuXdi5cydQNrH84nbltLW1SUhIoFWrVm802SYI78LLJrdVVFRITk4mPz+f6tWro1AopGoz7dq1IyYmBm9vb65fv17hc/6qCfEX17du3Zru3bszePBgoOx7Z8uWLRQXF+Pt7c38+fNZuXIlZ8+epVmzZigpKaGjo8PMmTMrVd366quvUFWt+E9cn3/+OUZGRtLXzZs3r9TOpry1E1Bl66fIyEjp9ezZs5k9e3aF/Z+vYvZP8sUXX3DixAnGjBlDZmYmT548wdTUlJUrVxISEsKhQ4fIzc3F2tqaOnXqMHbsWHr27MnUqVMJCQmhS5cumJmZkZycjLq6Ol999RWampoYGBigoaFBdnY2Dx484Pfff6dHjx7cuXOHVq1asXDhQnJycpDJZJiamrJixYo/FXjy9fXF19cXKHsPLC0t8fT0JDs7m08//bRSYDU6Olp6793c3HBzc5PW7dmzp9Lxz549K70uf4+ratX4NtSpU6fC5wwqtiKr6nNXVcW4I0eOSK/HjBnDmDFjKqwvb1v2b/GyVn1Veb4Nmq2t7XseaWVxcXH07t37pS007969y5gxY6hfvz4uLi40aNCABQsWYG5uzm+//UZ0dDQ//fQTGzZsIDc3l6VLl+Lk5ISnpyd+fn5ER0dz5MgRHj9+DMCBAwf+0eEkQRAEQRAEQfi3EP8KKAiCIAiCIAiC8AYuXbrEunXrqlxXXk3mbQkNDcXCwoLDhw9Tq1YtLl++jKOjI+Hh4Xz55Ze0bduWbdu28fTpU7p168b06dM5cuQIo0aNwsXFhaSkJPz9/WnUqBG1atXi+++/l9oclFe8WbNmDXfu3HnlWF4MkdSpU4eUlBTy8vL4/fffK6xr3bo1Z86cAZAq5pSWllJQUFBla5CqWszUqVOHe/fuUVBQIB3f1NSUkJAQZDLZW5sQV1NTw9nZmcDAQEaOHMm+ffvo27cvSUlJABUqETx69KjS/tra2lJ1AgcHB5YtWwZA06ZNGTx4MNevX5e2Xbp0KePGjUMmk/3pykWC8DY9P7nt4OCAr68vysrKzJo1C3t7exwdHYmKisLHx4dt27Zha2tLtWrV6Nq1618+t4+PD3v27KF79+44Ojq+tD2dt7c3QUFB9O7dm2rVqv2pc6Wnp7NkyZK/Mtx/lcWLF9OzZ0/atm3LkCFDiIyM5OnTp1IgpW7duhw4cICJEydy+vRpzp07h6OjI46Ojpw+fZpJkyZx5swZsrOzSUtLIzg4mLCwMDw8PBg1ahRpaWncvn2b/v37c+zYMcaMGUO9evU4fvw4586dQy6Xs2LFCqAseFLebs3Hx4fS0lKpKlpGRgYdO3bE1dWVfv36YWNjQ25uLoWFhbi6uuLs7FwhkFIe3nR0dJSe4WPHjqVHjx5s2rTpvd9n4e17Vau+5wNI5WGs59ug/R28qoUmlFUv2759O2PHjiUgIIDIyEjmzZtHRkYGAEOGDEEul3P8+HG++eabSudo2LAhBw8eRE9Pj8uXL7/X6xMEQRAEQRAEoWqiYo4gCIIgCIIgCMIbMDU1xdTU9L2cKzExUWq1ZG5uTkJCAnK5nFGjRqGvry9t16pVK5SUlGjcuLG0vHHjxjRo0ICaNWvSqVMn7t27h6mpKc+ePQP+uOLN65gzZw79+/enVatWlSoa9O/fn/3792NnZ4empiYHDx7E09OTbt264ezsXOlYVbWYGT16NGPGjMHU1BQdHR0AJkyYwO3btykoKOCnn3564zFXxdTUVJrkg1dXIiif9NPX15fCQVVVJ9i6dWulfdq0aUNERMRbGbcg/BXPV+RwcXGR2lSVGzhwIAMHDqyw7ODBgxW+fr6CyPOVZ8q/L56vVlPVeoDNmzdXOKalpWWV+7xY6eZ5Va17Mbino6NTqeqIwEtblJmbmwOgpaXFw4cPOXXqFF988QXh4eHcvXuXJk2aEBUVxYIFCygqKuLatWvSMcv3ffHn1+nTp19rTGFhYTRr1owff/yRQ4cOcenSJQD279/PkiVLOH78OAUFBVhYWDB79mxcXV1ZtGgRgYGBXLt2DU1NTXJzc5k7dy5paWlcu3YNExMT9PT0uHr1Kj/88AOTJk2SQrYrV65k4sSJ3LhxAw0NDTZv3kzNmjUrVKvr1avX27nhryk7O5vw8PA3blUp/DO8TgvNjh07oqKiAoCKigo1a9akZs2aNGjQACj7veT777+ntLSU+/fvVzpHeevA8rabgiAIgiAIgiB8eCKYIwiCIAiCIAiC8AbkcjnHjh2jVq1a7Nu3j2rVqhESElIhnDJ16lSsra0ZMmRIpQk/LS2t1z6XgYEBcXFxuLi4cPHiRQwNDTE1NWXRokVYWlqip6cHgLq6Ounp6QA8ePCAli1bAmV/cf306VMuXrxIy5YtiYuLQ1lZGT8/P6nijZaWVqWKNy96fhK/PGRiaWlZKcTy/ET6i1WFxo0bx7hx4yosK59Qr6rFTKdOnaQ2U+U2bNhQaVzHjh2r1MLmRSEhIYwePVq0jhKEf4FTp07xySefULNmTUaOHElKSgrh4eEoKyuzfv169PX1WbhwYYVlAH5+fmzevBkrKyvMzc2Jjo5m2bJlODs7s3r1akJCQrC3t+fs2bN/GAT6N3lZi7Lnn5VNmzYlPDycWbNmsXLlSurXrw+UtQ8LDg5GT09P+pkD/6uuVt5GEcoqob2u+Ph4tm3bxpEjRyguLqagoAAnJyfgfyGDe/fuSeGGoqIiPvroIzp16sTMmTPJy8ujRo0aFBUVMWrUKPLy8lBXV+fq1au0bt2aAwcOMGnSJLZv386wYcMqBYFWr15NixYtpOCPj4/PX7vJf0J2dja7d+8WwZx/qVe10ISKVQoVCgVPnz6VWsQB+Pv7ExERQUFBATY2NpXOUVVrQUEQBEEQBEEQPizxr5KCIAiCIAiCIAhvKD09nfDwcE6ePMnChQvx9/eX1k2bNg0rKyuGDh0qTfiFh4czefJkVq9e/UbnGTBgAKdOnaJXr15kZ2dz8eJF9uzZg7GxMfr6+uTm5vLxxx9TWlpKs2bN+Oyzz8jMzJT2r1evHl988QXp6ek8efKEqVOnoq2tDfyv4o2Xl1elijf/NiEhIVJLrec93xLjbavqfIIg/HUHDx4kICCA8PBwunTpQmpqKnK5nB9++AF/f3+uXLlSadnzHj58yNy5czlw4ABBQUEUFxcTEhLCyZMn/++CEK/Tosza2pqaNWuipKSEpqamtM3AgQNxdXXF29u7ysCppaUlBQUFdO/enYSEhNceU+vWrRk9ejRyuZzo6GiWLl1aKWRQHloFqF+/PufOnWPjxo107tyZnj17IpfL+emnn9i/fz+LFi3iP//5D1evXkVNTY2GDRuSnJzM2bNnsbKykoJAMpmMJUuW8OjRo0rVft62U6dOYWlpiaOjI0FBQXTv3h07OzsGDx5MSUkJa9asYceOHdjb2zN9+nSOHTv2RscvD9IKf0+vaqH5oi+++AI7Ozvmzp1Lo0aNAOjbty92dnbMnj2bunXrvsfRC4IgCIIgCILwZyn9nVLznTt3Lo2JifnQwxAEQRAEQRAEQXgpuVzO4sWLMTMz4+uvvyY/P59+/fpx9OhRGjZsSIcOHTh69ChKSkp89dVXbNmyBS0tLYqLi7GysuLrr79+b2Pt1q2bVOHm+fEfO3aMhIQEMjIyqFatGjt37qR27dpSm67Y2FgWLlxIcHAw6enp7N27lyZNmhAcHCxVrfn+++/p1KnTe7mO6dOn4+HhQVpaGjNmzODixYt4eHhw/vx5XF1dOXbsGBMmTMDLywt/f38OHz5Mfn4+q1evpqioCCcnJzp27Ii3tzfx8fFERESgrq7Oli1bKC4uxtPTk4KCAvr378+MGTPIzMzEy8uLnJwcjI2NCQwMxN7enhMnTqCsrMxHH33EqlWruHPnDjNmzKCoqAhvb2/GjBmDTCbDwsKCtLS0Sm16BOFDKm/v9HwLqnLllVICAgK4fv06Xl5eVR5jypQprFq16pVVqDw9PfHz86vQzuptSUtLY/HixeTk5GBiYsK6devQ1dUFQFdXl4EDBzJnzpwKy/z9/aWKOTY2Npw8eRIABwcHfv75Z6ZOncqOHTsoKCigV69ef6pizh/dk6SkJOn8wh8rLS1l6tSpUnssX19fzp07x+LFi6XP8LBhw3Bzc6OwsJBatWrRt29fnJyc6NatG7m5ubRr1w5ra2tSU1MBOHPmDBoaGri6umJtbc3atWtp0aIFy5YtY+/evdy8eZPPPvsMKKvAs3v3bhITE5k1axYTJkyga9euVX7f/Fl+fn706NEDmUxGaWkp+fn5aGho4Ofnh729PS1btsTS0pLU1FQWL15Mt27d6NGjx2sfXyaT/d9UffonK/99rDwgnJ6ezrp16yq13SsuLkZVVZXU1FR8fHw4cODAhxiuIAiCIAiCIAhVUFJSii0tLe38OtuKVlaCIAiCIAiCIAhvSF9fX/pr/ZiYGFq0aAFAq1atGDZsGNOnT+ebb76R/vL/+Qm/v4uQkBBq1KhBcHAw27dvZ9y4cdy7d48zZ85w4cIFJk+eTExMDNu2bWPHjh2MHj2affv2ERkZSVZWFmPHjiU0NPS9jNXa2pqTJ09y7949dHV1ycnJISMjg4YNG+Lu7s78+fPp2bMnXl5eTJs2jVmzZnHz5k3mzZvHli1bMDU1lVpe2dvbExUVhbKyMqWlpUyePJkFCxZga2tLr169GDVqFMuXL2fWrFlYWVkxY8YMTp8+LY3B3NycvLw8dHR08PDwYN++fdSqVYuePXsyYsQIoKyShJWV1Xu5N4LwNty4cUMK8VXVFqXcqlWrgLLnx8iRIz9IezgtLS0CAwNJS0tjxIgRODk5SeMqKirit99+q7SsPKABlVu8NGjQgLt376JQKLh8+fKfHteHvCf/JkpKStJ7V65///5AxVDZ/v37AVixYgXr169n5cqV+Pv7s379emrVqsX48eMZPnw4mpqa2Nraoqenx/z58ykpKcHDwwM/Pz/p2FOnTsXR0REoCwINGDAANzc3evXq9UbtJ1+lPGTarl07PvroI5ydncnMzCQ1NZW7d+9SUFCAurp6hdZg5a5evcrs2bPZvHkzv/32W6VQaFhYGPPmzaNz584UFxe/tTEL74+Ojk6lUA7Azp07+fHHH8nLy2PlypUfYGSCIAiCIAiCILwNIpgjCIIgCIIgCILwhnR0dGjRogXW1taoq6tLVWQAqWpLQEAAX3zxRaUJv/IJxvfhxWo55UpKSpg+fTpXrlzhyZMnDBw4EAAjIyOqV69O48aNMTY2RllZmcaNGxMfH09iYiJxcXE4ODi8t/GXs7GxYfr06SgUCkaMGMHevXtp1KgRd+7coX379qipqUmT4Zs2bWLLli0oKytXmIAv98UXX+Dh4UH9+vVZsmQJt27dkir/mJmZcfv2beLj45k5cyZKSkrk5uZiYWGBm5sbGzdu5P79+/Tu3RuAuLg46f188OCB1Ebsz7Q+USgUYkL/Xy4kJIT09HRKSkqqnHx9F+dr06YN/v7+FBQUoKWlRa9evVi4cCEHDx6koKCAPXv2EBwczOXLl+nbty+ff/65VMGhY8eOdOzYkbi4ODZs2ICpqSndunXj22+/5dKlS3Tv3h1vb2+srKyYOHEieXl5NGvWjJ9//lkag6urKyEhIWhpaeHr68uoUaP+cmugoKAgdu/eTW5uLjNmzODmzZvIZDKUlJQYNmwYPj4+6OjoVFjm5OT00uOpqqri4eGBtbU1VlZWqKmpSeteVq3L0NCQ8PDwCpW5nr8nXbp0YcKECaSnpzN+/HgGDhxIWloabm5u3L59m71791JcXFypis7LKmYIL+fr64uvr6/09ZAhQ6TXL/sZ2L59ezp27AhUHQSC/wV/3qbygGdycjJdunRhzpw5GBsbM3PmTJYsWcLHH3/MoUOH8PLy4vkK59euXWPlypVs3ryZWrVqMXfu3EqhUH9/fyIiIsjKyvogP6eFMr6+vixfvhwVFZXX2j4uLo7evXtTUFDAN998w7fffsvmzZuxsrLC3Nyc6Oholi1bRkRExDseufC+XLp0idjY2JdWpiu3fv16xo4d+5fOJapnCYIgCIIg/L2IYI4gCIIgCIIgCMIbKCgoQENDg1mzZjFr1qwK68onAZ9fXtWE34d26dIlGjVqRGRkJGvXrmXJkiXMnj27QpDlxaoSBgYGdOnShZ07dwLvt/pPw4YNuXfvHk2aNMHGxoYBAwbw8ccfc+fOnUrhm8DAQC5evMitW7cYN24cAGpqapSUlKCqqoqjoyN9+vRh6dKlhIWFUa1aNXr16kX9+vWJjIxET0+Pq1ev0qxZM6Kiopg4cSKrVq2iZs2aZGdnEx8fT2ZmJnv27EFbW5uVK1cybNgw0tPTcXBwIDMzk+zsbBYvXsylS5eoXbs2W7ZsoU6dOkydOrXCsqysLMaMGUP9+vVxcXH5yxMwwrv3V8M1Ojo6b9QSJyQkBBMTkyrDLElJSSQmJkrBvxd5enqyY8cOLCwsmD17Nj4+PuTk5JCamsqyZcvYtm0b/v7+BAUFIZfLCQsLqzCBl56eztmzZ4mNjZWCOQAWFhYVqlANGTKEdevWUVJSgkwmIyUlRTrGRx99xK5duxg7dixxcXGsWLHita/9ZV4MYgCV3ovZs2dXWlYegHk+rFF+vd7e3kyYMIGzZ8+yfv16af3LqnX9+OOPzJs376WVuQYOHMjq1auZMGECkyZNIi0tjaysLI4dO8bPP//Mrl27cHV1rXRtL6uY8bzS0lL69u1LZmYm8+bNo0+fPn+4fWhoKHZ2dtSrV+8Pt/t/8OjRIwYPHsz48eM/yPnLQ6bXrl0jNzcXJycnrKys2LRpE6tXr0ZVVZV69eqho6NDcXEx7u7utGzZkjVr1rBlyxZq164NVB0KVVZWRlNTE01NTbS1tT/I9f2/UygUb/yMy8/P5+jRo2zfvp1ff/1VWv7w4UPmzp1LUVERkydPxtnZ+W0PV/hAytvGvkpVwRwR4hYEQRAEQfhnE7/JCYIgCIIgCIIgvKbU1FQWLVpE3759P/RQ/pJ27dpx8+ZNnJ2dOXfu3Eu3S0pKYsmSJQBoa2vTp08f7OzscHBwYNmyZUyZMuV9DRldXV1MTEzQ19cnMzMTa2vrKrezsLDAzs6On376SVrWp08fBgwYwK5duxgwYAC2trYcOnQIe3t7hg0bxvXr18nMzMTCwoKbN28SGxtLSkoKhoaGHD16lJ9++onJkyejoqLC9evX+e677wgPDyc4OJghQ4aQm5uLiooKN27cQFdXl8DAQPLy8oiMjGTo0KGsXr2a8+fPV1oGcP/+fbZv3/63DeWEhoby6NGj19rW09OTpKSkdzugv4HXCU+UKywsxNXVFWdnZ44cOQLAyJEjKSwspG/fvjg4OODu7g6Av78/9vb2WFpacvHiRaAsmPPzzz/TtWtX1qxZA5Td54kTJ+Lq6sq8efMASE5OxtHRERsbGwICAgCYP38+v/76KyoqKri6unLmzBmWL19OeHg4Q4YMISQkhNDQUJKSkrh69Sru7u6MGzeO69ev4+TkxLNnzygpKUFPTw+5XI5MJuPq1askJSWRn59Pz549cXNzY//+/bi7u2NnZ0dqair9+/cnPz8fgAEDBrB//36ioqKws7N7e2/CW7Zq1Srs7e3x9fWVWg9CWZDi1KlT3Lp1S6rWdffuXZYtW4aJiQlmZmakpaXh4eFBUlISjo6OWFpakpSUxJMnT7h06RI9e/Zk9+7d6Onp4ejoyNdff83hw4cBpCo65ubmpKSkkJSUxMiRIwGwsrJi8uTJmJqaStuvXr0ac3NzEhMTqVGjRqVQjkKhqHRtb/I9/G9Xr149Tpw4wdChQz/I+ctDph06dODw4cPUrVuXUaNGoaWlRWZmJtHR0TRq1AgVFRU6dOjAjh070NDQYOXKlSxdupSbN28CZdXdDhw4gFwu5+LFi+jp6aFQKMjLyyMlJUWq3ia8fXK5nH79+tG7d28cHR25cOECDg4OuLm5ERISgkwmo7i4mPT0dHr37o1MJpPC2sHBwdja2mJra8uFCxeAsvcSkIJ95bS1tWnYsCF6enpkZ2e//wsV/lBaWhqdO3dGVVUVdXV1DAwMaNmyJbVr16ZevXo0adKEgIAArKysqFatGmpqatSvX5/AwEA6depEnTp1sLKyYuTIkXh7ezN16lR0dHTQ19fH2NiYpk2bcurUKerVq4eRkREuLi707dtXCpLXr18fd3d3zp49i6GhIXXq1MHQ0JCLFy8SFhZGrVq16NixI7/99huurq5kZWUBZcHW2NjYD3z3BEEQBEEQ/n+JYI4gCIIgCIIgCMJr0tPTIzo6WmqB8U8kk8n46quvaNOmDc+ePSMlJQV9fX3mzJlDQUEB69atQ19fnylTpjB06FAuXbpEixYtAGjbti3KysoUFhbSpEkTVq1ahYeHB/b29jg4OFBQUEDPnj2lczk6Or61yjobNmzgk08+AcoCUiYmJsjlclRVywrBlle+WLt2LdHR0SxdulRa5uvry6FDhxg8eDBHjhwhKiqKqKgodHR00NHRYfz48Zw6dYphw4bRvn17tLW1kclkGBgYULNmTcaMGcOSJUuwtLTkzJkz7Nixg1GjRqGkpMTZs2exsLBAQ0ODkSNHsmfPHgICAqT2WJ07d+bmzZsVWmaVLwPo2LHja7e8+BDEpP5fC9eEhoZy+fJl2rdvz/Hjx6XP5NChQ7l58yYlJSW0bt0agEGDBqGiokJRUZEU1EpKSqJJkyYsWbKEmTNn0qdPHw4ePIi5uTnt2rUjJiaGbt26ERAQwIIFCzh58iTh4eGkpaUBZSGiW7duAWXVX9q1a0erVq3Yvn07n3/+uVTdpri4mG3btjFkyBAuX77Mr7/+ipaWFkeOHOH69es8ffoUuVyOoaEh/v7+qKqqkpWVxY4dO+jQoQMuLi5ERkbi7u5OTEwM1atXB0BTU5PatWvz/fffM2zYsD91/0+dOoWlpSWOjo6sX7+ehQsXIpPJcHR0lIJgVS17E5988gkRERGcPn2aVq1aScvLgxRqamrY2NjwzTffYGtgRXjNAAAgAElEQVRry/r16xk0aBCdOnWiqKiIjIwMKci3ZcsWHjx4QN26dTE1NeXo0aMMGjSIuLg4Vq9ezYoVK7CwsACQ7uGnn37Krl27KoypvGLGgQMHCAoKori4WGpPlpGRQUREBMHBwSQlJVUIBjz/TE5OTubw4cOMGDGCr7/++k/df+HtqipkWlWg9Hl169Zl48aNjB8/nvT0dBYsWED//v1xcHCQQkYzZszAzs6OBQsWoKOj8z4v6f9Ofn4+hw4dYvz48fz6669VBmz9/f355JNPkMvlLFmyhAcPHrBv3z4iIyPZu3cvCxcuBMqqH5X/t3v37tL+L1YtFP5eGjRowLFjx8jNzcXd3Z2cnBzy8/MxNDTks88+o169eiQkJPDo0SNatGjB/PnzqV+/PmFhYTRq1AgTExN69OhBZGQkABEREXh4eGBlZYWNjQ2bNm1CU1OT6dOnI5PJSE9Px8vLCyMjI/r160dmZibbt29n7ty5nDp1iuzsbHR1dQkICMDf3x9TU1MWLFhA7dq1pcp1CoWCuLi4v9xOUhAEQRAEQfjzRCsrQRAEQRAEQfiXCA4OZvXq1SxYsOCVrS2E/2979+6lYcOGBAcHo1AocHR0xN3dHQcHB4YNG8bOnTs5e/YsoaGhUguN2NhYtm7dSps2bfj555/x8vJi7dq1aGhoYGBgQO3atenevTtPnz6VAgdGRkaoqal96Mt9pZe18Kpfvz59+vSRKmgUFRVRXFxMYGAgaWlpeHl5sXv3biZNmsTt27eRy+W4urqira0t/UVyTEwMLVq0wNDQUGpTUb4MeC8tCaZPn46HhwdpaWnMmDGDixcv4uHhgaGhIeHh4eTn57N69WrMzMykyh/Kysps2LCBw4cPEx8fj5ubG56ennh5eZGTk4OxsTGBgYHcvn2bYcOGoaOjQ25u7ju/lg8hNDS0QjuocsnJyTRo0ICwsDBp4nTatGnMmjVLanFkYmKCpqYmAwcOpEWLFixfvhwLCwtq164tTY7t2rWLCRMmMH78eLKystDS0uLy5ctSuMbIyAgVFRVq1KhBUFAQ/fv359mzZ/j4+HDnzh2WLVvG4sWLpeCXmZkZt2/fBsrCOIsWLSIjIwMNDQ10dXXJysrC19eXrKwsmjVrhpOTExoaGigrK9OgQQOpDY66ujpZWVmkpaWRnp6OTCbj1q1btG7dGkdHR4KDg9mzZw9Tpkxh/vz5HDx4kDt37vD06dMK92/o0KH4+fnRpk2bP3X/Dx48SEBAADKZjCtXrnD27Fnkcjnx8fH4+/szefJkUlNTKywLCgr6U+eqyotBiqFDhxIeHs6PP/5I165d+f3332nRogXPnj1DV1cXXV1dGjduzLhx44iLi+M///kPgwYNoqCggDZt2pCeni49Z8rDjnp6elJYr1x5xQyA7OxsHjx4QLNmzVi6dCmlpaVSVSUoq7x17NgxFAoFW7ZsISIigtLSUpSUlHB2dsbPzw8jI6O3dk+EP2/Dhg3S69TUVKAsUPqi8hDf/PnzpWXHjx8HygJ35a/L9e/fX2pvJbxbz1e5Wbt2bZUB24SEBKnioLKyMomJicTFxeHg4FBhOzU1NZydncnPz2f58uVcu3bt/VyE8Jc8fPiQ4cOHc/LkSYqLiwFo2rQpenp66OnpoaqqyrNnz6hRowatWrVCT0+Phg0bkpmZiampKfHx8djY2LBu3Try8/N59uwZBQUFnDhxAiUlJWJiYigoKODRo0c0aNCAxo0bk5CQQJ8+fbhx4wajRo3C3NycuLg47OzsuH//PkVFRZSWlqKiooKKigouLi4EBAQwYMAARowYQcuWLf/WlesEQRAEQRD+H4hgjiAIgiAIgiD8AykUikoT+jt27CA6OlqqVPAm+wr/XxISEqRWUOWfhfbt23Py5EkUCgWHDh2ibt26eHp6kpeXh7a2NqtXr2bnzp3k5eVhZ2dHrVq1qFGjBh4eHixYsAAzMzMiIyNp164d27Zto6Sk5E9XyPi7uHv3LufOnWPx4sW0a9eOJ0+ekJeXx+PHj2nWrBkzZsygd+/exMTEUFhYSO3atQkMDERXVxeFQoG2tjZdunRh48aNuLu7Y2xsjK2tLbVq1WLr1q3vrT2FtbU1J0+e5N69e+jq6pKTk0NGRgY//vgj8+bNk0IkISEhpKSkvHRS/7PPPmPWrFlYWVkxY8YMTp8+zaZNm1i+fDmWlpb/6EpSfyQxMVGaiH3+L82NjIwwMTFhxIgRmJub8+mnn7Jp0ya2bNmCsrIySkpK9O/fn7y8PMzMzNi0aRP169cnPz8fFRUVZs2aRfv27TEwMCA2NpbY2FgpBNO9e3cpXJOYmEi7du2AsgouNWrU4Nq1a7Rv35779++jr6+PoaEhsbGx2NnZcfHiRanNnLq6Ov7+/hw7dozFixcTEhICQMuWLQkLC8PHx4ekpCR69eoFlE00P3jwAIDZs2dTXFyMra0to0ePZtWqVUBZQC01NZXExEQGDx6MXC5nxIgRjBs3js8//xxNTU3pPFAWdhs+fPifvv8TJ05k8eLFrFu3TqqUJZPJgLLQTHx8fKVlb1NVQQp9fX2aNGnC3LlzGTBgANbW1gQGBvLgwQNu3brFuHHjkMvl9OzZk0mTJlGtWjW6detGQkICMpkMOzs7kpOT/7AqxovrGjRowN27d1EoFJWeHeXBABUVFTw8PBg5ciTNmzdn0aJFb3Stcrlc+qz8VTKZTAqXCMK/yYtVbqoK07Ru3ZozZ87Qo0cPFAoFBgYGdOnShZ07dwJlz1E1NTXpuVVu8+bNAERHR0vLxPfR38/WrVvJyspi9OjRPHv2jOPHj2NgYCAFlMsrDWpqakqt5R49eoTOf9m787ga0/+P46/TIqTNKFlS1gxFWUKR00LZsmQvhDT4WWfM18yUJsswDIPJkr1sX/sgIlpOKWNP05AMyU5KjbX1nN8fPc79lTJjhrFez3+m7nOf+1zXfe5uTdf7fD6mpty9e5dHjx5x6tQpjI2NOX/+PHp6eixatIhffvmFK1eusGjRIoYOHcrs2bOZNm0aMpkMS0tLqSIkgLu7O02aNOHevXvcv3+fCxcuMHbsWKlS5a1bt7h3716pynXq5wqCIAiCIAhvh/hrvCAIgiAIgiC8JxQKBR4eHvTo0YP9+/fj6OiIvb09Bw8eZMeOHZw4cQI3NzcuXbrE6tWr6dChAx06dODMmTNAycKdt7c38+bN49KlS3Tu3JmOHTtKC3A+Pj5MnDiR9u3bM336dAAuXLiAXC5HLpezePFioGzLkEuXLmFvb4+Tk5P4g+874M6dO9KntNu3bw+UvLfPVmNQLxhBSVAL/rcIXKVKFQCsra0xNzenU6dOJCUlsXHjRgoKCtDR0cHZ2ZmkpCS0tbUZNGgQHTp0QFNTk5MnT1K9enWpVVTHjh3f2Lz/KblcXupnwNfXV/paT0+Pq1evEhISQrdu3Th+/DiXL19m9OjRzJ07l7p160oBBwcHB8aNG4dCoUBbW5vQ0FDatm3L1q1bOX36NK6urixdupQjR44QERGBoaEhFhYW0iLcv8nBwYGjR49y+fJlvLy82LNnD9WrV2fDhg04Ojri6+vLrVu30NbWlhb1AwICpGtDLTU1la+++gq5XE50dDS3bt2SQitaWlo0a9bsX5/L21C3bl1pIfbZKiX5+flMnjyZTZs2cfDgQe7evcuyZctQKBSsWrUKlUpFr169+OOPP3ByciInJ4fs7GwqVqzIo0eP6Nu3L+3ataOgoABbW1vMzMxwcHBg3bp1PHr0CAsLCwDi4+MZN24c1tbWVKhQASi5N0+cOBETExNq167N1KlTCQwMxN7eHrlcTq1atf50Tuog3oABA/5y/s2bN8fU1BS5XI6Tk9ML2+2Ymppy//59+vbtKy1K7ty5k9mzZ5dq8fJ3GRkZsWzZMubOncuBAwfo3LkzCoUChULB+vXrsbS0LLPt3/ay7Yi6detGr169pPMwatQo5HK5FHL6O7S0tBg2bBienp5kZGSUqtChDliqA5EbN27k3r17nDx5Em1tbYqLi//xXJ+/DwjCx05d5WbZsmV07ty53H2++uorfvjhB+RyOQEBARgbG9OtWzccHR1xcnLi+++/f8OjFl4nZ2dn7t+/z7p169i5cyeFhYXIZDLS09Ol/1+Ckio6N27cYP78+Tx9+pR69erx4MED0tLSWLp0KY0aNSIlJYW7d+/yySefcPHiRapXr87kyZPJzs6mY8eOZGdnAyVVsS5duoSRkRGffPIJxsbGzJkzh/v372NkZESfPn2AkrZ2Z8+eZebMmVJbu4EDB3LlypV/XLlOEARBEARBeD1ExRxBEARBEARBeEfl5uYSExMj/aH1p59+oqCggIiICJydnYmJiUGpVNKlSxeio6NZsmQJUVFR5ObmsnfvXuLj48nJyWHEiBHs3r2bGzducPToUXR1dRkwYABr1qzBzMyMQYMGcePGDQApgNOmTRu+/fZbvv76a0JCQmjcuDFKpZKUlJQyLUNat26Nn58fPj4+ZT7xr6ZSqejevTsPHz4kNja2TMn/l3Hw4EGKi4tfuk3X2rVrX2kx+H1lamqKv7//n+7j4eFBeHg4jo6OUhBH7fHjxwB06dKFNWvWcP78eXr37s2jR484ePAgn332GQcOHGDgwIEUFxfj4uLChQsXaNy4MdbW1gA0a9aMoqKi974y07PtKg4fPszIkSO5efMmd+/epWHDhmRnZ0v7qBc/ntWnTx/27NlDTEwMAQEBb3TszzIxMeH27dvUrl0bBwcHevXqxZgxY1i2bBlJSUlShQ/1ov7QoUPx8/Mrs6hvaWmJt7e3VDWmqKiIqKgokpOTsbOzIyUl5a3N8d/Uq1cv+vbti5ubG0ZGRtL2q1evMnLkSIqKiqhXrx4mJiZSOEPdLkJHRwdra2tatGhBYmIiU6ZMYfTo0fj4+CCXyzl37hzDhw/HzMyMAwcOMGzYMBQKBV9++aUUrhk1ahQ6OjpERUVJr+3u7s7o0aPp0aMHAwYMYOvWrWWqKjzbAkddlcHHx0faFh8fL32tDoipg5jP7+vv71/mvlLecyIjI0vt4+npiaen55+c3b+2YsUKdu3axaNHj5g6dSqXLl1CLpcjk8kYNGgQfn5+UnDo2W3/ppdtRzRp0iQmTZokfR8XF1fq8fLO4Z9VzPD19ZXe+7y8vDKv9/DhQzw8PCguLkZfXx9ra2vc3NwYO3Ys/fr1Y/To0aX2v3XrFl5eXhQWFtKsWTMcHR3JyMgASgJZ1tbWWFlZ0bdvX8aOHUt+fj6dOnUiICCAdevWERYWxqNHj5g9ezadO3fm5MmTfPbZZzRu3JgHDx4A4OTkRFRUFJqamnh6erJ8+XKpRZcgvI9sbGxKVZV6NmCr/lk1NTUtcz8cPnw4w4cPfyNjFP5dtra2XLt27aX2LSoqQktLizFjxjB06FDatWv3j19XXXHpWep/g5718OHDUt+/auU6QRAEQRAE4fUQwRxBEARBEARBeEfl5uaya9cuKZgzYcIEDh06RFZWFqmpqbi4uCCTycjMzCwViElPTyc5ORknJ6dSx7O0tERXVxeAtLQ0hgwZIr2O+o+6VlZWAFSqVAmArKws6dOVGhoa5bYM6d+/P0FBQXh5eeHt7U2XLl2k11QHcrKysrCwsGD//v1/+zz83UCO2scUzDl69CiTJ09GV1cXb29vYmJiyq3E0rNnT0JDQzEyMkJPT4+FCxeWas0DJW2P3N3dycvLY9u2bSxcuJD169fj4eHBV199RceOHcnNzSU0NJT27dsTHx+Pj48PAQEBVK5cGXh9CwB37txhzZo1LwwarV27lnr16hEVFUVCQgJRUVFoaZX939x/2p7l2XYVdevWpbCwkM2bN+Pv749KpaJu3brExsYyduxYjh07Vmah3NPTU1r0rlev3t967detvAofp06dKhUi+atF/W+++QY/Pz/++OMPNDQ0WLVqFVOmTGHw4MFUr16d6tWrv9U5/lt0dHQIDw8vtU0dWjly5Eip7eWFMwDmzZtX5tqcMmUKDRo0kL43NzcvE66xsLDAxcUFLS0t6b7boEEDPD09MTAwKBWueV+cPXuW06dPc+TIkVItr17k+XALUOaeUF5w6EMUHBzM7t27KSgoICwsjEaNGgH/CwYYGhqWuSb69u1L3759yz1etWrVOHz4MFpaWnh7e3Pq1CkpmPNXYd4BAwYwfPhw/vjjD/r160fnzp2ZMWMGu3fvpmrVqpibmwPg4uJCbGwsdnZ2FBYWilCOIAgflW7duvHo0SMaNGjwSqGcf2rnzp0sXLiQPXv2vPHXFgRBEARBEEoTwRxBEARBEARBeEueDVMMGDCAbdu2UVhYiLGxMdu2bWPlypUcPnwYuVzO9u3bGT9+PD179qR///5UrFiR2rVrs3r1anx8fHBxceH8+fMUFhZSt25dWrduLX2qsrCwEKBU9RJLS0sWLVpEjRo1KC4uRiaTsXz5cmQymbT4C2BsbMzFixdp1KgRSqVSahmibsNRWFhIUVERP/74IwUFBTg4OJQK5ty+fRs9PT2MjIw4fPgwvr6+DBw4EFdXV3x8fAgKCkKhUBAZGckff/wBwP79+wkLCyuzLTQ0lKKiInx9fZkxYwYxMTFoaGiwdu1aioqKGDp0KDo6OnTq1Ilq1aqRkpIitQxRV3L5UEVERDB37lzkcjlXrlwhJiam3P369evHzp07GTFiBMnJySxatKjMPi/6JPi+ffvK7Kuu6PDs4rqjoyNpaWm0bt36VaYE/HX1n7Vr1/7tsM3foW5X8fTpU8LCwujTpw+nTp3CwMCAhg0b0qZNG5YvX46Liwvm5ubUqVOn1PP19fWpWLEirq6u/9oYX9bLVvj4q0X9n3/+ucxzjh8//rqGKTzn+aAO8FJhlneFOoQzcuRIaZuNjQ02NjZlQk0vQz33Z6v5fEwmT57M5MmTX9vxsrOzGTNmDLm5uWRkZKCnp8e1a9dwcXGhcuXKdOvWjeTkZGrUqEG/fv1IS0tDpVKRlJTEF198waZNm1CpVGRmZgIlQV/1fVAdGho8eDBz5szh5s2b9O7d+7WN/WVlZGSQnp5OkyZNpKBn+/btSUhIkEKlzwbkBOHPPFvdShBexvOVk96011G5ThAEQRAEQXg9RDBHEARBEARBEN6SZ8MUKpWKoUOHUqlSJQICAoiJicHPz49r166VW/lkwoQJhIeH06xZM+rWrUtMTAyNGjVi586deHt7061bNxwdHdHU1MTZ2Zlp06YBoFQq0dDQ4LvvvmPEiBHk5+ejra3Nzp07yx3j7NmzGTVqFDKZjN69ezNx4sQyLUMMDAxYsmQJT548wdvbu9Tz//Of/xAbG4tcLsfa2pratWszb948GjRowKVLlxg/fjxXr17lwYMHXLlyBblcTpcuXbh161apbUFBQdStW5fw8HBCQkK4ffs2iYmJXLp0CXt7e2rUqEHz5s1Zu3YtKpUKmUzG+vXry13U/hCNHTuWWbNmsWbNGsaPH//C/Xr16oWXlxcNGzaUqqQ870XtyF7WjBkz/nKf0NBQzp07x4ULF0hNTUVPTw9TU1MuXLjA/fv3adeuHePGjWPx4sWkpqZibm5OYWEhrVu3ZuvWrdSuXRstLS0uXrzIxIkTuX37Njk5ORgbG3PmzBns7OzIyclBW1ub4OBgUlJSWLVqFUuWLMHQ0JCKFSuSnp5OhQoVMDc3R19fn8ePH5OdnU2NGjWYMGECQ4cORaFQcPXqVW7evMnWrVuZOXMm3bp1Y/fu3Vy+fFmay/OebUGjra1N//79X+mcCu+39z1c8yrUIZxnqStYzZkzh8TERPbu3cvcuXO5f/++1Hrx+fClhYXF25nAB27z5s306tULHx8fvLy8pFDvokWL6NSpEwqFgtatW3P//n1++uknPvvsM06cOMGWLVvw9/cnLS2N/Px8HBwcADAwMODGjRsYGRnx+++/A1CvXj1u3brFtm3b2Lx58xufY0ZGBjExMTg7O38UVZUEQRAEQRAEQRCEd5MI5giCIAiCIAjCW/JsmGLUqFGEhIRw8+ZN7t69S8OGDWnYsGGp/Q0MDJg1axZyuZzx48fzxRdf0LNnT+Lj46latSrFxcVkZGTg4uJSqvLO9evXcXJywtTUlNDQUOrUqUNAQAAAs2bNwtXVlX379pGSksIPP/xAUVER0dHRdOrUicOHDxMXF4ezszNjx44Fym8ZMmDAgHLnqK5mUq1aNbKzs5HJZAAcO3aMq1ev0rBhQzw9PVm8eDHTp0/HyMiIhIQE5s+fz5o1a/j1118xMjLiyZMn3Lhxg9zcXP7zn/8wdepUWrRogbGxMY8fPyYqKoqZM2eW207rY2BkZMSyZcu4desWI0eO5JNPPin1uEql4ptvvuHu3btcunQJf39/Hj58SGRkpHQNyOVy7OzsuHXrFqGhoWUqFvXq1UtqgzVp0iSGDBlSpg3W35WXl4e3tzdKpZLt27fj7OxMvXr1yMrKYu/evUDJp9M//fRTli5dyvjx49HX1+fChQv4+fkxZswY+vbty4YNG2jSpAlyuZwxY8ago6PD/fv36dq1K3PmzMHQ0BBjY2NOnz6Nj48PhoaG6OrqUrt2bcaNG0dCQgJTp06lUqVKFBcXI5fLGTp0KFBS9WHdunVcv34df39/unXrxvbt25k7d+5fzs/Pzw8TExNq1KjxSudJEN5FKpWKsWPHkpaWRqVKlfD19SU0NBSlUsn9+/eJjIzk1KlTUhu5uXPnsnfvXp48eSK1wbt37x7Hjh3j7NmzUlu0/v37k5iYiI2NDdOmTWPWrFncu3eP/Px8jIyMcHNze9tTfyc838Lwxo0bZcJMAQEBxMbGoqOjw65du7h69Spjx46luLiYcePG4ezsjLOzMzNnziQ3N5fs7GwAwsPDyczMpHr16jx58oSOHTvy5Zdfcvv2bbp3786kSZOoX78+jo6O2NnZYWhoCMC0adPw8PCgUaNGpSqIde3alaioKAwMDN74eVq5ciWJiYn88ssv1KhRo9ywsyC8z0JDQxk6dGipypiCIAiCIAiCILx7xG/sgiAIgiAIgvCWqMMUc+fOxc3NjUaNGhEXF4enpycqlQptbW2Ki4vLfa76j+9mZmaYmZlx//59Vq5cCZS0HIqPj+fTTz+VWhplZmaydetWRowYQVBQEIcOHeLQoUMEBgYCMGfOHOLi4ggICODOnTvo6Ohgbm7OpUuXSEtLo0GDBmhra5c7FpVKJVXoedF41QwMDHjy5AkqlYqHDx9KrS7MzMxwcnICQEdHRzo/ubm50nNv3bpFWloa8+bNIz8/Hzc3NyIjI+nSpQsVK1bkxx9/ZN26ddKc1CGgj8GKFStwdHSke/fu5bZYuH79OlWrViUuLo6QkBDOnj3LkSNHSl0DAL1795YWLU1MTIiIiKBWrVr8+uuvUhsspVJJcnLyK4Vy1O+Nra0tKpWKBg0acOfOHVq0aEGtWrWoXr06N2/elK6PWrVqoaury+3bt4mIiCA2NpbvvvuOwsJCbty4IVXkMDMz4/Lly9y9e5c6depw5swZsrOz6dOnDyqVCltbW+Li4khLSyM9PZ1Dhw6xfv168vPz8fDwwMrKChcXF86dOyeNVT1P9c9ZdnY2ubm51K5d+y/nuXLlynLbhQnCh2Dfvn3UqVOHmJgYxo0bx4ULF4CSUEfXrl2Jjo6W9r1z5w4xMTEkJiYyYsQIjh49ioeHBxERETRr1ozFixdTWFhIxYoV0dTUpEqVKly/fp3BgweTmpqKnZ0dBw8eRE9P721N952jrroXExND69atuXnzJgqFgqVLlzJnzhySkpJIT08nMTGR6OhoDAwMmDZtGps2beLIkSMEBwdjZWVFz549mT9/PtnZ2Vy7do0OHToQGRnJ0KFDuXz5MhUqVODnn38mLCwMV1dXIiMjqVSpEh07duTkyZMsXbqUxMREANq0acOZM2fYsmULZ86ckcYqk8kYPHjwWzlPfn5+DBkyhDVr1ryV1xde3dmzZ0tdT0Jp6kCkIAiCIAiCIAjvNlExRxAEQRAEQRDekhUrVrBr1y4ePXpESEgIixcv5tSpUxgYGNCwYUNMTU25f/8+ffv2lUI3z+vRowcxMTG4uLjw+PFjTExMGDlyZJnKO82bN0dTUxMoWSDT19cHkLZpaGhQpUoVqlSpgrGxMQBeXl5s2bKF4uJiBg0a9MJ53L59Gz09Pfbv3//CffT19Xn69Cm9e/fG39+fRYsWUVxczPr16ykqKqJq1aqsXr1aGh/A77//zoQJE7h27Rr6+vo0aNCA/Px8nJ2dOXToEGfOnMHFxYVq1arRp08fjh49CsDUqVNRKBTk5OTg6elJq1atqFGjBu3bt2fo0KHo6OjQqVMnvvnmm7/zdr3TJk2axKRJk8psV7dUcnNzo2nTpkDJe25sbFzmGgBKhW2srKyAklBMbm7uS7XBelkGBgZkZ2dz8+ZNdHV1AbC2tub06dM4OjqSnp5OrVq1yoSrLC0tGTp0KOHh4SgUChwcHDAzM+PcuXNoaWmhVCoxNTUlPz+f1NRUFi5ciJmZGcbGxnh5eWFubs4333zD/PnzsbOz4+TJk3zxxRd0796dc+fOoVKpiIqKKlWt6tlPoHt4eDB69Gh69OjxSvMXhNdh7dq1AIwYMeIv95XL5a+9tV9qaipbtmwhMjKSoqIi8vPz6dy5M/C/+4a6QkpGRgbNmjUDSn6O79+/T6VKlTAxMaFDhw58/vnntGzZkhs3bnD69GkeP36MsbExbm5uGBoaYmtrC/DKVbo+JM9W3bO2tkahUEjBzBo1anDx4kXs7e2B//27mpOTI7UFq1u3LpmZmcD/7vdVq1YlMTGR1NRUOnfuTPfu3SkqKmLdunXSe/t3LVu2jJ9//pmIiIhXmK3wPlK3T33V/c+ePUtRUREtWrR4ncN75yiVSvz8/Pj990uC4h8AACAASURBVN+pXLkyQUFBTJ06lcLCQnx9fRk+fDhyuZx27doRFRXF6NGjsba25uzZs7i4uODr68uQIUPe9jQEQRAEQRAEQXgBEcwRBEEQBEEQhLfk+TDFsGHDyuwTGRkpfa0OWTy7uKqjo4OZmRmRkZFs27aN33//ncLCQjZv3oy/vz8qlQooHS5QKpU8ePAAQKpwo1Qqefz4MTk5Ody7dw+Ajh078v3331NcXMy0adNeOI///Oc/xMbG4uvry8CBA3F1dcXHx4egoCB27NhBQkICN2/e5LfffuOLL77AwsICTU1NZDIZWlpaeHl5sXz5ciwsLOjVqxcKhQJra2v69OlDp06dOH78OLt27WL9+vWsW7eOw4cPY2RkhI2NDY0bNyYuLo6aNWvyxx9/sHHjRm7evAlAr169mDVrFqGhodJ58/Pzw8fHRzovHwtLS0uOHTtGfn4+CxcuxNjYuMw1AKWvk2dDMSqViipVqqCvr8/ixYuZPXv2K43HxcWFgIAA6VpLT0/HxcWFvLw8Zs+eTcWKFZk9ezYHDx4s9TwPDw8mTJhAcnIyzs7OGBsbc+DAAe7evUtWVhbZ2dkMHz6c77//HgMDAzQ0NHBycqKwsJCjR4+ira1NjRo1GDx4MJmZmchkMszMzFiwYAFZWVk8evQIX19fjIyMyh13v379+Pzzz1m+fPkrzV8QXoe/E8z5N6iDcl988QWA1PpQ7dn7rIWFBcnJyQCkpaVJP2ODBw9m5cqV/PHHH3Tv3h0TExM+++wz8vLyOHz4MCdPnqRhw4ZoaGjQtWtXkpKSaNu27Ruc5bvr2RaGXl5edO7cmeDgYAAKCws5d+4c4eHhjBs3Dih5PwwNDcnIyKBWrVqkp6djYmIC/O9+r6WlhUKhoHv37gwbNoxJkyZhbm6On58fgFRRTS6Xl1udrTxjx46VWmG+DX9WfVB4/RQKBT/++CMqlQo/Pz+pRWpgYCDu7u6EhIQQGhpKx44dOX78uBQoU7fSXLVqFSNGjODu3bsYGxuzceNGVq5cSXZ2NrGxsWzatOltT/Ffs2fPHkxMTFi9ejVKpZIuXbqwd+9e9PT0cHV1Zdu2bZw9e5b58+cTFBREp06diI+Px8bGhqioKLS0xJ/5BUEQBEEQBOFdJn5jFwRBEARBEIT3nLa2Nu7u7uTl5REWFkbv3r1LVd55XmBgIJ07d0alUjFjxgygpMqMo6MjLVq0wNTUFCgJaTRr1oyioqI//cTzrFmzAMpt7VOtWjV69uzJ4sWLGTVqFOPGjSMpKYnw8HCcnJzIzMxEqVTSvXt3bty4wdChQ5k4cSItW7bk1KlTBAYGoqGhQeXKlQEwNzfn0KFDVKhQgdDQUIqKihg2bBjZ2dkAtGrViri4uFILtyqVCplMRv/+/QkKCsLLywtvb2+6dOnyD8/4+8fDw4Pw8HDi4+PR19dn4sSJZa6BlzFw4EACAgJo3LjxK41HT0+PJUuWEBUVJV0/5enevbv0tY+PDwDBwcHS4vOLfP755680PrWgoKAy29zc3KhWrdprOb7wYVOpVIwZM4bw8HDy8vIwMzOjZs2aNGnShJSUFPLy8mjRogWxsbFS5RJ3d3eWLl3KsGHDpJCLo6Mjq1atwsfHh8TERDQ1NWnatClJSUnk5+fTrFkzfH192bVrV6nKCvv27ePbb7+lVatWFBUVvfb5qYNyzs7OAOVW7VIzNTXFyckJe3t7qTUSlIT0hg0bRkJCAs2bN0elUjFhwgTOnTuHhoYGkyZNws3Njb59++Lm5vbC0NzH6Nmqe1OnTuXSpUvI5XJkMhmDBg3Cz88Pc3NzHBwc0NHRYdeuXcyYMYPBgwdTXFzM//3f/72wReW0adPw8PCgUaNG1KlT5w3P7PWysrLi66+/Jj09/YXzFV6vgoICIiIicHZ2JiYmRgqZuLq6EhoaSmJiIqdOneL48ePSc3r37k27du0IDg7Gw8ODQYMGsXz5cnbs2IGfnx9FRUX4+vq+xVn9+56tcqWhoUFycjIeHh5ASXXKxo0bY2NjQ/PmzdHW1v5b1YgEQRAEQRAEQXj7RDBHEARBEARBEN5zNjY2pcINZ86cKbOP+lPuUBIscHNzK/W4h4eH9Mf/Z8lkMgYPHvxS43i+wora8y2RoKSFhkwmo1atWjx58gRbW1tiY2M5cuSI1Ppk2bJlJCUlcfnyZUaNGiUd7/mFiHr16nHo0CEATp06Rf369TEwMOD27dsApKSk0KxZM7S1tfnxxx8pKCjAwcHhowrmaGhosGbNmlLbnr8Gnq3EpA7BQOlwyt+5Hj40Fy5cwNfX95WrBb2KiIgI/P39GTduHCNHjizzePv27aXKWsLbt2/fPp48ecK4ceOwsbFh69at/Prrr/z+++9Se7V79+5RtWpV+vXrx40bN7h79y4BAQFUrlyZRYsWkZuby8mTJxk/fjwVKlTgu+++kxan1S3lEhIScHNzkyordOrUCS8vL+bMmUNcXBw5OTk4OTn97fErFIo/Dc/JZLIyITkPDw+OHj3K8uXL0dXVxcbGhuTkZBo3boxMJuPAgQNYWFgwY8YMYmJikMlk0j3b2dmZqlWrcuXKFfbs2VMq7BkeHv63x/+hK6+Fob+/f6nvv/vuu1Lf29raSm0f1dRV5eB//w60adOm3N8l3kcGBgbEx8eX2qa+Tz47d+H1adGiBVlZWaSmpuLq6gpAZmYm9+7do06dOmhqamJjY1PqOeo2dampqZw+fZoVK1aQl5fHoEGDpN8LP3Tq6obdu3dHqVRia2vLjh070NXVZfDgwURHR6OhocGQIUPIzMzk/PnzFBYWoqGhweDBg8nKypKqDIkQmiAIgiAIgiC8e0QwRxAEQRAEQRCEcgUGBnL16lVat279Uvtv2LCBevXqMWfOHM6ePSttLy+w8+w2gIoVK6Kjo8PixYsxNjYGwM7ODkdHR2nx+UXs7OwICwujQ4cO6OnpsXnzZvT19bl16xZdu3blk08+AWDv3r0sWbKEJ0+e4O3t/VJzEv5n586dLFy4kD179ryW4/2dVijvgsaNG7/R0Et5oYjdu3fz3//+96UqFoWGhmJtbc3Dhw/LHCcjI4OAgIBSgT3h9UtNTSUqKopdu3ahqalJlSpV6NixI3v27OHOnTv4+voyZ84catSoga2tLdWqVeP48eMkJyeTkpLCrl27AKhatSq1atWidu3a2Nvbl1sl4dnKCllZWdy7dw8NDQ2qVKlClSpVpPvqmxAREcHcuXNp2LAh3bt3p379+gwZMoRbt24xZ84cxo0bx82bN9m1axfu7u7o6+sDkJOTQ1RUFP/973/ZuXMnEydOfGNjFgTh9dHQ0KBatWpYW1sTGRmJpqYmhYWFyGQyrl+/jlKp5Ndffy3zHCgJp7i4uODp6QmUtGXbtm0b+fn5b3web5q6uqGjoyNVqlRh+vTpeHh4oFQq0dHRkdq7du/eHW9vbxo1asSOHTswNDQkLS2NwMBAMjMz2bFjB4MGDXrb0xEEQRAEQRAE4TkimCMIgiAIgiAI77F/M9zwd1ocQUnbqkWLFlGvXj1MTEz+dF9LS0t8fX0JCgrC3d0duVyOsbExAQEBJCUlAbBq1aoyz3tRVZelS5eW2ffAgQNltg0YMOAlZyM8z9PTU1ooE16fW7du4eXlRWFhIRYWFhQWFjJt2jROnjzJ6tWrmTVrFsOGDWPkyJHs3buX5ORkFixYwFdffUVCQgIZGRmMGjWKCRMmkJeXh7e3N+vXr5d+PhQKBWFhYX/aMkwoLTQ0lDt37lBcXFymAsnfYWlpiZubG1ZWVnzxxRfk5+fTo0cPzMzMMDc35/vvvwcgKSkJIyMjlEolubm5WFlZUadOHbp160bLli25ePEiKSkpxMfHM23aNHbu3AmUDjg+W1mhsLAQbW1tlEoljx8/Jicnh3v37v3jecydO5e9e/eio6NDaGgoR44c4cGDB4wZM4Zff/2VFStWsGTJEsaOHUtaWhoymYzbt2+Tl5dHfn4+Bw4cID4+nqpVq2Jra0tqaioKhYI+ffpQuXJlKTTUpEkTNDQ0qFWrFpcuXfrH4/0QZGRkkJ6eTpMmTVizZs0rXYeC8DZoaGjw+eef4+Ligkwmo0mTJlKbPnt7e9q1a1duVRc/Pz9GjRrFsmXLUKlUzJkzh7Zt2+Lj48Nvv/32l60s32flVTeMjo4G/heo7dSpE8HBwaxevZqqVauSmZmJqakpN2/eJDg4WKoyJAiCIAiCIAjCu0c0oxUEQRAEQRCEj4BSqcTX15eOHTvSpUsXoqKiaNu2LW3btiUqKgooCfn4+/vTqlUrVq1ahbe3N82bNycyMhKA48ePI5fLcXBwYN26dUBJqxZPT090dXXR0tLi9OnT6Orqsnz5cqpXr05kZCSbN29mwIAB+Pv7k5OTw7Jly9i8eTMREREEBQVJwaKPuU2Smlwup6ioqNS2SZMmUVxcTFBQkPReqYWGhkohgudblvzZMYU/1759ewC+//57bt68WebxjIwMYmJiAKRz/08DctWqVePw4cMkJCRw9+5dsrKySExMZN26dSiVSrp06cLevXtp0aIFlSpVQqlUsmTJElQqFQqFgpEjR3LhwgW0tLRITU3lxIkTTJkypdT18vjxY7p06YKzszP3798v9fr79u3D0dERe3t7Dh48+I/m8CEyNTV95TCEh4cHurq6LFy4ECMjIxo3boyOjg6TJ09GT0+PxMREMjMz0dbWZufOnfz888/o6+szZ84cnj59yv/93/9hbW3NsGHDpDYvCQkJGBsb4+joiJ2dHbdv36ZDhw706tULDw8PnJycGDhwIABTp07F0dGR6dOnY2pq+o/mcOfOHWJiYkhMTGTGjBnMmTOHHj16sG/fPgB27dpF37592bdvH3Xq1CEmJobx48fToEEDOnToQF5eHiNGjKBXr1589dVXrF+/HktLSzp37oxCoUChULB+/Xrgxe0QP0bqe8zruA4F4U2Sy+VSELRr164oFApiY2OlALWvry/Hjh1j4MCB1KtXDygJkGpplXx2tFKlSmzcuJHo6GhiYmJo06YN9evX58iRIx90KOdlWVpa8p///AeFQsGxY8cYO3ZsudsEQRAEQRAEQXj3iIo5giAIgiAIgvAR2LNnDyYmJqxevRqlUomjoyOHDh0CwN3dHVdXVwD69u1LYGAgNWvW5Pz58xQXFzN69Gjc3NwIDAxk79696Onp0alTJ7y8vJgzZw5xcXHk5OTg5ORU6jVXr16Nh4cHgwYNYvny5ezYsYP9+/ezbds2LCwsSi28vu42SR+SRYsW/eU+YvH2rymVynJbAP2Zr776qtznqxfNnZ2dpXN/+PDhfzSu7OxsxowZQ25uLidPnkRPT4+goCAqV67M06dPuXr1KjVq1CAkJISsrCwsLS3Jz88nKSmJkJAQfvvtNxo2bMjNmzcpKiqiWrVqXL58mdOnT1O/fn3MzMxQKpUcOHCAWbNm0apVK6pWrSpVVJk/fz4xMTFSCMjd3f0fzeN9V1BQQL9+/cjPz8fIyAg3Nze8vb1Zu3Ytffr04fHjxxgbG7Nt2zbmzJnDwYMHycvLIyQkBFtbW+RyOa1atSIhIYERI0bg5+fH8OHDqVy5MvXq1UMulzNjxgyuXbuGj48P+fn5eHh48PTpUwAmT56MnZ0dP/74I/379+f+/ftcunQJPz8/EhMTmTlzplQ5ZdOmTbRr1478/HyqVKmCv78/7u7uqFQqQkNDadCgAXK5HIVCIbW3+qcyMjKwtbUFoFWrVkyfPh19fX0qVKhAVlYWR44cYdq0aSxYsIAtW7YQGRnJtWvXKCwsRKlUMmTIEPT09AgLC+PIkSMUFBTg5+eHqakpcrkcmUzGoEGD6Ny58yu/hx+SlStXkpiYyC+//EKNGjXYuHEj7dq1o1WrVsTHx/P111+zbds2Ll26xIYNG2jevDn79u1j3rx5FBUVERgY+NH+LAvvtuDgYHbv3k1BQQFhYWFvezjvnfIqCpW3rU2bNm97qIIgCIIgCIIgPEdUzBEEQRAEQRCEj8DFixext7cHSkrly2Qy9PX10dfXR1NTU9rPysoKHR0dGjduTPXq1alZsyY5OTkAJCcnSxUZ7ty5w71799DQ0KBKlSqYmZlJ7UjUUlNTWbRoEXK5nLCwMDIzMwkICGDWrFn4+PiUalXi6elJQkICn3zyyRs4G++O5ysZAUybNo3WrVtL7Qyer3hTUFBAz549cXd3l6oZZWRk4O3tTUFBAd27d8fJyYn+/ftLz3n+mB+C0NBQVq9eDUBQUBAKhYKePXvSo0cPHBwcePTokRRM6NGjB5GRkeVWh5k4cSIdO3akQ4cOXLt2rdRruLu74+LiQqtWrWjcuDGGhoZ8+umnTJ8+nQ0bNtC4cWNsbW1p2rQpALt378bKygpDQ0OsrKykylLlVZtSV6iys7PDyMiI2rVrI5PJaNq0KRYWFty4cQNvb28yMzO5efMmixcvJi8vj8WLF9OjRw/y8vI4f/48KpWKvLw8ALS1tcnJyWHnzp24u7uzdetWAKpUqQLAwYMHad++Pdu3bycjI4Nbt26RmpqKq6srnTt35vbt2x9tpZLdu3djZ2fHwYMH0dPTk7Zfu3aNatWqERsbK53PiRMnEhcXx6ZNm5g/f760b+/evUlMTCQ0NJSCggIAHBwc+P777wkODsbBwQEfHx9q165NYmIiGzZs4NixYxQUFLBixQq+/fZbrl+/zsOHD5HJZLRs2ZIaNWowZMgQzMzMCAwMJCYmBoVCQVpaGuPHj6dSpUoMGTKEcePGERoaytdff82hQ4dISkp6LRWQLCwsSE5OBuDUqVPUr18fgF69ejFv3jwaNmyIpqYmlpaWDB06FIVCQXp6Ounp6fz4448YGBjg7++Ps7MzU6dOxc/PDwB/f3+pkoafnx8WFhZs3LgRKPnZsLCwIDQ09C/H92y1sLVr177yfN8Vfn5+DBkypNQ9Ozs7m4CAAA4cOMCkSZPYvHkzISEhrFmzplTITqFQ8MMPP7zF0QvCi02ePJm4uDh++eUXGjVq9LaH895Q3yPLqyhU3jZBEARBEARBEN49IpgjCIIgCIIgCB8BS0tLjh07BpSEQZRKJQ8ePODBgwcUFxdL+6lbiZTXUsTW1pb9+/ejUChISkqiVq1aKJVKHj9+zI0bN7h3716Z13y+tL65uTmrV6/Gz8+PH3/88d+e9jvh7NmzLwzEqCsZxcXFsX//fgD69+9PQkLCCz9Jvnv3bszMzOjXrx96enrMnj1beqy8EMHLHPNDEh4eTteuXYmOjgZKgkzh4eG4ubmVu3Ctrvr07bffsmLFijLHKygowNLSkqpVq5KVlcXZs2f5448/8PLywsDAgO3bt1O7dm1UKhXfffcdpqamXLt2jeTkZDZt2kRBQYFUbSohIUHaBiUVqnbs2MGGDRvIysri008/5eLFi1SoUIHi4mIiIiLIyclBV1cXLy8voKQtVUhICPr6+hQVFfHo0aNS47W2tkZLSwtTU1Nu3bolPQcgJSWFhIQEBg0axNOnT1GpVFhbWxMdHY1CoSA5ObnUz/7HJD09XaoMo24bBdCgQQOsra3x8vJi4cKFAGzYsAFHR0d8fX2lcwwl90hNTU3Mzc3JzMyUtkVERNClSxfmzp3Lw4cPpbZS5ubmtGzZEjc3N4qLiwkMDKRr164AdOzYka+++orIyEjpHt2qVStcXFwA0NXV5fr167i5uWFlZYW/vz9mZmYsXLiQhIQEmjdv/lrCGaampjg5OWFvb09AQABff/01AD179mTJkiV4enoCJW27MjIycHZ2xtnZmQMHDtCrVy+OHj2Km5sbubm5rzyWF41PXS3sQwrmlMfY2FgKzNavX5+KFStK4dmsrCwRshMEQRAEQRAEQRCEd5hoZSUIgiAIgiAIHwEPDw/Cw8NxdHSkSpUqBAYG0rlzZ1QqFTNmzHipY0yfPh0PDw+USiVVq1Zl586dTJ06FUdHR1q0aCEtNqvt3LmTOnXqlCqtv2vXLo4dO8ajR49YsGDBvzHVd46NjQ02NjblPvZ8JSMoqVqkra39wrZL6enpdO3ala5du1JUVIRCoZAeezZE0LJlSz7//POXOua7IiEhAWNjYywtLf9y3/LCY1ZWVgDUqlWL3NxcDAwMaNGiBUCphWuAzMxMVCoV8+bNIzo6msLCQj799NMyr9O0aVOGDBmCq6srtWvXpk6dOmRnZ/PkyRPMzc3R0tKiatWqXL16FXNzcxISEqT2QVlZWdy7d0+qNvXsNvV4tbW1adOmDQcPHiQxMZGBAwfy008/4eLigpeXFxUqVODBgwcYGBigo6PD6NGjuX79Orq6unz++efMnDmT27dvA6Cjo8PRo0dp06YNV65coV69egA8evSIunXrkpeXx1dffcXSpUvR0dEhJSWFyZMnY2ZmxtOnT9HX1+fs2bMYGRn9/TfvPVe3bl2Sk5Pp2rUrSUlJtG3bFoD8/HwmT56MhoYGnTt3xsvLi2XLlpGUlMTly5cZNWqUdIzk5GTs7Oy4evUqJiYm0raxY8dib29Pfn4+tWrV4s6dOwBcvXoVV1dXHj9+TL169dDU1JSu6zp16iCTyTA1NeXBgwdAyfVy4sQJ6fU6duxIfHw858+fJzIykitXrnD9+nUcHR25fPkyNWvWRKVS/eOwlVwuRy6XA0iBHDVDQ0OePHkifS+TyQgODi5zjPDw8Bce/9atW3h5eVFYWEizZs1YtGhRmXZiGRkZjBgxgmrVqvH7778zbdo0QkJCePLkCZGRkdy7d4+AgAD69+9PSkqKVImqU6dO/2jO7wptbe1SoVkofc97/v5XrVo1rK2tiYyMRFNTk8LCwo82ZCcIwt+TkZFBeno6TZo0kVomPi80NJSioiJ8fX3/9Fi7d+/G0dGRqlWr/lvDFQRBEARBEIT31rv9V1lBEARBEARBEF4LDQ0N1qxZQ3x8PBEREbi5uXHs2DGOHz+Om5sbAAqFAi2tkux+QkKC9Fz113Z2dkRHRxMbG8vOnTuBksXjsWPHsmrVKmm/0NBQGjRoQHJycpnS+nPnziUuLo7Tp09LC75vkq+vL+3bt+fmzZtv7DUVCgXe3t54e3tL3wcFBbFp0yauXLnCsWPH+PXXXxk7diwqlYpx48bh7OxMSkoKOTk55Obm0qdPH/773/8yceJEatSowc8//0xAQABJSUnS62RlZeHo6MiuXbtwdXXl4MGD3L17F+CNLdCq226FhoZy+vTpP93neQUFBSxevFhqlfNXDAwMpEBKSkoKUH5YRx1GUi9cP1sd5v79+ygUCo4cOcLMmTPLrTChoaGBjY0NDg4ObN++nZYtW7J+/Xp0dHS4evUqxcXF5OTkoK2tzbVr12jWrBn79+8nJiZGqixVXrWpZ8er/q+VlRUPHjxg9uzZ6OnpkZiYSFhYGCqVikGDBlG9enW2bdtGr1690NHRIS8vj7y8PPT19cnLy8PKyoqHDx9iZGREnTp1KCgoQC6XU7lyZTZv3syRI0cIDAykUqVKtG/fni5duqBUKhk/fjw5OTmEhIQQEhLyUuf/Q/Oi6i5Xr16lY8eOtGvXDmNjY0xMTLCzs8PR0VFqS6a2fft27O3tGTp0KBUqVAAgLi6Ovn374u3tTXBwMLm5uRw+fBh7e3sMDQ2lENTzobnr16+jVCp5+PAhycnJxMXFldmnuLiYGTNm8Omnn7Jo0SJGjBhBXl4e7du3p3Xr1u98BaRq1apx+PBhEhISePDgAQsXLiy3nVhOTg5btmzhyy+/JCwsjEOHDtG1a1eplR+UhE+tra1RKBTvfSgHSu4FiYmJTJ069aX219DQ4PPPP8fFxQUnJycmTZr0L4/wzfqzynMv8qFXUBKE1yUjI4Ndu3Zx/vx5Ro4cKbUHfF5iYqLUQvRFdu/ezdatW7l///6/MVRBEARBEARBeK+JijmCIAiCIAiC8BFSKpX4+fnx+++/U7lyZb744gsCAgIAmDVrFq6ursjlchwcHIiMjOSzzz4jLi6OlJQU5s2bh5ubG8ePH2fq1KkUFhaioaHB8OHD2bdvH99++y2tWrVCpVKRn59P9+7dOXz4MADOzs5ERkaira39VuadlpZWKnT0NvXo0YNNmzZRWFhIjx49MDU15fHjx9SpU4cVK1ZgbW1dKiQxaNAgrl69iq6uLr/99hvR0dHY2dlJj//666/s27ePCRMmMGnSJLp06SJV7XjTfHx8/tb+CQkJPHz4kOnTp0vhsL/i4uLCDz/8wMmTJ1/qOc8uXMtkMpo0aUJwcDBVqlTB2dmZZs2avfC5M2bM4O7du3Tt2pX69etTWFjIxYsXKS4uxtPTk4KCAkxMTPj666+ZNm0atWvXxsLCgnr16rFz585yq02Vx8DAAGtra7Zu3YpcLicqKopZs2bRvn17LCws6NChAwBTpkzhxIkTzJ07F4CxY8diaGiIhYUFSqWSgwcPAkj729ra0rJlSypUqIBCoWD+/PkUFRVx6dIlUlNT2bJlC5GRkRQVFdGuXTtpPOpP0Ts7O7/Ue/I+09HRKVPdRX0dHzlypNT2VatWlXuMefPmlbkWp0yZwr59+9i1axcRERFMnTqV0NBQZDIZn3zyCQCTJk0iICBAqlAjl8t58uQJK1asYPjw4YwePRofHx9q167Nxo0bUSgUDBs2jBMnTvDNN99QWFiIq6srfn5+WFhYEBAQwJ07d5g0aRJLly59TWfo9cvOzmbMmDHk5uaSkZFBw4YNad26NVC6nViTJk3Q0NCgZs2aUlUsdQunD5WBgQHx8fGltpUXmLWwsGDjxo0AUiW1D9GfVZ57kbVr1zJixIh/aUSC8OFYuXIl0dHR7Nu3j/bt27Nx40Z2797N999/T6VKlQgKCpL2zcnJoWvXrqxevZonT54wduxY8vPz6dSpE0OHDuXgwYPs37+fjIwM6XcUQRAEQRAEiGniowAAIABJREFUQRBKyN6lntOtWrVSnTp16m0PQxAEQRAEQRA+eD///DMnT55k9uzZKJVKHB0diYiIAMDd3Z2jR48il8tZuHAhTZo0oWbNmpw/f57i4mJGjx7N3r17cXNzY8KECRw9epStW7diYmLCuXPnOHbsGFWqVKFRo0Y8ffqUpk2bMmrUKNzd3enTpw+mpqZUqlSJjRs3kpqayuTJk9HV1cXb2/ulFtHy8/Pp168fBQUFGBoa4u7uzpkzZzh79iz6+vps2rQJAwMDJkyYUGrbDz/8QHBwMB06dMDMzIz/+7//w8rKikWLFmFmZoanp+e/cq4VCgVhYWEUFhayceNGYmNjiYuLIygoiN69e7Nq1SoGDBjAoUOHWLBgAZs2bcLIyEgKSXTr1o3Dhw/z3XffSQv65ubmpUIbCQkJmJqa0rhxY6Ckek5kZKRUmeXfog547dixgzZt2nD16lXCwsI4cOAA7du3x9nZWQqApaSkkJmZiaurK+3atSMqKorRo0czZMgQunTpQlFRkdQmYfjw4f/quN93RUVFaGlp0alTJ5KTkzl69Ch9+/ZlzJgxrF+/ngMHDgClf5ajoqLQ0tLi6dOnVKpUiaNHj7Jhwwbc3d25dOmS1K6psLBQCs4pFArpOhP+3LPnWM3Hx4eAgAAaNGjwysd6GQsXLmT37t0UFBQQFhZGo0aN/tbz37QFCxbwySef4OPjg5eXFx4eHqSnp/P1118zevRo2rZti1wuJyAgQAokqa9HdVsVV1dX6fEOHTqUCVEJ7w+FQsGiRYtQqVRSaGvt2rVUrFiRKVOmEB0dzaxZs2jevDnNmzcnOTmZsLAwDA0NS10jCoWCmjVr8uWXX2Jra0twcDBXr15l3rx5FBUVERgYiLu7+9ueriC8MxQKBePGjSMnJ4fi4mJcXFy4ePEiU6ZMYeHChVSqVIk2bdqQlpbGpUuXWLduHYGBgWhpafHll18yc+ZMzp49y7Bhw7hy5QpxcXHUq1ePvn37UrlyZTZs2EClSpVYsGCB1F5UEARBEARBED4UMpnstEqlavUy+4pWVoIgCIIgCILwEbp48SL29vZASSURmUyGvr4++vr6aGpqSvtZWVmho6NDjRo1CA4OLlWlIDk5GX9/f9auXcudO3fYvn075ubm/PTTT5iZmaGtrc3EiRPp3bs3jx49okOHDjg4OBATE8O4ceMICQkhIiKCuXPnEhMT89JhjN27d2Nvb8/BgwcxMjLi3r17PH78mPj4eAYOHEhISAgnT54ss23WrFlYW1uzb98+vLy82LJlCwAHDhygW7dur/kMl6arq8udO3eA/7VdgpL2OfPmzaNhw4ZoampiaWnJ0KFDUSgUJCQkMHv2bKD8Fk3Pe1G7pH/Tnj17MDExwcbGhvDwcExNTUtVulA/HhcXV6oiTf/+/UlISCAsLIz09HTy8vIIDw8nISGBTZs2UVBQ8K+P/X2Wnp6Oo6MjZ86cwdHRkQYNGnDv3j3s7e0JDAykcePGODg40L17d2xtbQEYPnw427Zto379+ujr6zNs2DAGDBjAwoUL2bRpEzVr1sTa2pqmTZvi7OxMREQEK1euZMOGDbi4uLzlGb/7nm0FqKZu6/emTJ48mbi4OH755Ze3FsrJyMggJiaGjIwMqX3fizg7O7NgwQJ69erF48ePMTQ0LLedmNr48ePLbNu2bZv0tZ2dHb169RLhnPeYSqViz549dO3alRMnThAdHU2tWrVKtW28c+cOK1euxNfXl88++6zc4/j5+UmtzZo2bcr8+fOJiYlBoVDwww8/vKnpCMJLUSgUUtXKt8XW1pbevXvTtm1b8vPzqVOnDvPnzyc2NpbY2FgaNWpEbGwsDRo0IDAwkFWrVnHt2jU8PT158OABNWvWlNondujQgU2bNvHll1+yZ88e6Rjq30cEQRAEQRAE4WMlWlkJgiAIgiAIwkfI0tKSY8eO0b17d5RKJUqlkgcPHgBQXFws7acOhJQXDLG1tWXChAksWLCA5s2bU6tWLXR1dUlLS+PGjRs8fvyYc+fOERkZSdeuXXn06BEnTpxALpdL1WAmT57MrFmzWLNmDePHjy/VmulFrly5IoU8bGxsyMnJkT6B26pVK+Li4jA3Ny+z7VkODg4EBQWRkZFBjRo1qFix4j89lS/F0NCQOnXq4OrqSoMGDTA1NQWgZ8+ejBkzhj179gDg4eHBhAkTpNZBkyZNQl9f/6Ve42XbJb0O6ko5MTExGBkZoaenh4aGBhkZGURHR6NSqViwYAFpaWkYGRlJAaNp06Zx5swZTp48ia2tLY8ePWL06NGcPHkSOzs7TE1NOXv2LI6OjlSqVIno6Gg0/p+9ew/I8f4fP/7spJBTUyQSMkZRWFLKLUlOyWGMckoaxgcbs02fNEPsg7FhZFlGOQwTRqa4URRC2tjmsJickpKYTvf9+6Nf17dbbcMct9fjH9f9vt73+3q/r27XHdfrer305XmSB7366qvlytxkZGQAYG9vz9KlS7lx4wZXr17F0tKSDRs28MYbb/DZZ5/x008/ASXZdFQqFQBLly6lQ4cO+Pv7M2vWLGxsbNBqtVSpUoXGjRtLxpxnTK1WP+8pPLbSwJzGjRv/ZV9HR0edQEWAbt26letXWqqpRo0aymextMxYacYwKMnAI15uZUuVmZubK9utW7dm3759ANja2mJiYoK5uTn379//y8DVmzdvcubMGTw9PQG4ceMGWq0WPT09NBqNfMeIl07Zz+2T+AwbGRnp/O5vbGzM6dOnsbGxoXLlysoxevfuzTfffMOUKVOwsrKiWbNmFBYWYmJigrGxMTdu3KBy5co68/noo48YO3YslSpV4uOPP6ZOnTp/a65CCCGEEEK8zCQwRwghhBBCiH8hHx8ftm/fjru7O6ampoSEhODl5YVWq2XmzJl/+L6BAweSlpaGl5cX77//PhMmTODChQukpaXRu3dvqlatSmpqKr1790ZPTw+tVkvr1q3p3r07R48exdTUlJycHObOnYubmxsDBgzg/v37mJqaMmPGDKUEz59p1KgRaWlp9OjRg1OnTtGwYUNSUlIAOHbsGE2aNKFx48Z8//33Om1l6enp4eTkxNSpUxk1atTfOJN/LT8/n8qVK7Nq1apy+2rWrMm9e/d05vX555+X61caQFF6M7psW+lNaScnJ+Lj45/cxP9EaSachQsXcvToURITE9FoNMr+n376iZo1ayr7Sw0cOJDExETWrFlDUFAQ6enppKenM3DgQPLz84mNjaV79+7s3btXuXH6JD1saab09HSlNMqECRMq/Jk8irLBA6Uet1zRw3B1dWXq1KloNBr8/PyIiYmhTp063L17Vwn0KpsZqzTLUXBwMLNmzaKoqIjp06c/8XmJf77w8HASExM5fPgwWq2WAQMG8OuvvxITE0P9+vXLlRg8ceKETnkqKLnOjRw5kt9++w1ra2usra0JDQ3lzp07DBs2TClhdOTIEdLS0lCpVHz++efY29s/38WLv63sNf+PAm7KtmdnZ/PWW2+RlJREXl4eU6ZM4ebNm/z8889ASdaqgoIC7O3tcXFxwcPDg6KiIvr06YNWqyUwMJCVK1dy9+5dzM3NdTIwCfEspaam0r17d/Lz89m0aROhoaE618rs7GxGjhzJK6+8Qo8ePfj6669xcnLiypUrLF26FD8/P3Jzc3FwcOCzzz5j0KBBhIeHs2HDBnbt2sW3335Lz5492bZtm873P5QExP34448UFBTQrFkz9PT0CA4OZvjw4XTq1ImZM2ei0WgwNDQkLCyMsLAw7OzsmD17Nm5ubtSsWRNTU1O2bdvG7t27mTRpEmvXriU0NBQHBwciIyOJjo4mMjKSadOmPaczLIQQQgghxPMnj4UIIYQQQgjxL6Svr09ERAQHDhxg586ddOvWjaSkJJKTk5WMBWVLs5QGJkRGRnL79m0GDhzI+fPn+e9//4utrS2TJk3i7bff5ty5c+zcuRNLS0ucnZ0JCgrC2NiYI0eOYGpqSvPmzalatSpDhw5l7dq1ZGVlUVxczOXLl3WCTv6Mr68viYmJdOvWjWvXrmFlZUXlypVxc3MjOjqaMWPG4OTkVK7tQX5+fqjVauUp+qchIyODjz/+mF69ej21YzwPpaXQfHx8uHbtGidPnsTHx0fZn5WVRcuWLZX97u7upKWlYWdnh76+vvI0dV5eHj4+PmRmZnL06FE6d+5Mbm4u/v7+BAcH6wT7PC9/NyjnebCwsODq1asYGRnh6urK/PnzcXFxUTJj5ebm6jwdX/rzaNiwIV9++SVBQUEsXLiw3FP0QvyVoKAghg4dSkREBNnZ2WzcuJF33nmHzZs3V1hiMDY2lqtXr+qMkZycjLGxMXFxcTRr1kxpLy1htGzZMlavXq1TrkiCcv69YmNjadKkCe3bt0dfX5+RI0fSsmVLtFotS5Ys4fr167zzzjt8/fXXTJ48mSVLllBQUMD27dtp2bIltWvXZt++fWzYsOF5L0X8i92/f59du3bx1ltvsXTp0nLXSijJ9rRhwwYCAgIA6Nu3L2vXriU8PJxBgwZx4MAB7t27R3JyMs7OziQlJXHs2DGMjIwoLCzEwMCgXFAOlGQjO3DgAObm5hgbGwPQv39/1qxZw/379/noo49o0qQJnTp1olq1aly4cIHIyEgKCws5ePAg1atXp7CwkIEDB9KjRw8+++wzDh48yPLlyxkzZgzu7u4sXryY3r17P7sTKoQQQgghxAtIMuYIIYQQQgghHkpxcTFTp04lLS2N3Nxc+vbtS6NGjTAwMOCDDz7A2dmZ/fv3U1xcjJ2dHZ988gk///wzRUVF1K1bl6KiIiIiIgDo3Lkzb731Fnl5eRw/fpy2bdsyaNCgh5qHsbExW7ZswdDQkLFjx9K4cWP8/PzK9Vu6dGm5trJZS/T09Bg0aNBTyVhSysrKqlymlH+CsqXQVq5cyfnz59mxYwezZs3CwMCA8ePHc+zYMfT19Vm5ciX6+vqoVCr09PRQq9VKtp8uXbqwadMmqlatSmFhIfr6+mg0GoyMjAgKCuLo0aO0b9/+oeYUGRlJUVERgYGBhIaGolKp+PTTT9FoNNy6dYvdu3cD5Z9KNzMzY+bMmezduxd9ff1ymY1Ks92cO3eOcePGkZ+fT9euXZk6dSq9evViz549ylpiY2OZMmUKJ0+eRKPREBUVhbW1NUVFRQQFBXH8+HFCQ0N1ArUyMzMZNWoUd+7c4bXXXmPZsmVP4CcElpaW2NvbY2NjQ2ZmJi4uLtjY2ODs7Mzt27crzOAUGhqqZJ5YsGABdnZ2jBs3ju3bt/PDDz88kXmJf48WLVqgr6+PlZUV586d4/z58+VKDPr7+yt/h0qzZD1YrvDw4cPA/5UwsrKyIicn5/ksSjw1KpVKJzucWq1WsngB1K5dm4iICOU7tW7dugwdOhSACRMmcPHiRdq1a0fPnj2JjY1FT0+PCxcuYGlpSY8ePRg+fDidO3cGUDLq2draYm9vj5+fH23btuWdd955xqsWooSjoyNQcs2bPn06kydPBnTLsbZu3brCbHfnz5+nR48eSv9z587h6urKd999x++//07r1q3ZsGGDcoyKlAbnlNW3b1/69u2rvO7UqZOyHRsbq2w/mO1ywIABDBgwAKDCwHghhBBCCCH+rSQwRwghhBBCCPFQTp48SZ06dThw4AArV67kzJkzLFu2DBMTEwDS0tKAkqwbp0+fBuDUqVM4OjoSGRlJx44dlbG0Wi35+flMnjwZfX19vLy88PPzo06dOg81l549e5KXl4etrS0dOnR45LUcPHiQ9957j9WrVz/ye0X5Umh/tX/nzp0VjvPRRx/h4+ODRqPBzMyMiIgIfHx8uHr1Kk2aNCmXBePkyZOkpKQ8Uvmx7du3M3v2bD788EOqVKnC/fv32bNnDxs2bCA8PJyePXuSkZGBWq3mzJkzhIWF8cEHH5QbZ/r06URERNCgQQMGDx5MZmYm5ubmXLp0CY1GQ4MGDTAyMiIsLIwqVaoQFxfHihUrmD17NpmZmQQHB/PKK6/g5eWlE5gzd+5cPvjgAzp06MC0adM4fPjwY32mH1T2s52RkQGAvb09y5YtIy4uTiczVql58+aVG2fx4sU6fYQopVarWbRoEVqtlqysLMaOHcvChQvJyclh+PDhJCYm4u7ujqGhIR07dmTdunUYGBjw9ttvM3v2bDQaDevWrePixYtotVoWLVpEQUEBZmZmSqacU6dOKcerqLTRky53J15cDg4OODg46LSV/flXrlyZlJQUevbsybFjx7C1tWXt2rXY2NgAJb+jlAbmlGYJ+zu/hwjxJKWmpip/Dh06tFyJVvi/z22p0teNGzcmJSWFli1bcuzYMQIDA3F0dGTixIm4urri6urKpEmTKvyOF0IIIYQQQjw7EpgjhBBCCCGEeCgtW7YkKSkJb29vGjRogJWVFUlJSQQEBODp6YmtrS1169bF0tISBwcH3NzcaNGiBUZGRhWOd/HiRUaNGkVRURGNGzfGwsLioedSmv3kcbm5uSlZGMSjKy2F9qDQ0FBl+8H9ZYM7SrednJyIj4/X6XfgwAFUKhU7duzQyWak0WgqvDFbqqKb9nZ2dgCsWbMGFxcXqlSpovNU+p49ezhz5oxOFh9LS8sKx//555+V7Aw5OTlkZGTQv39/Nm/ejEajoX///gB88sknxMfHU1hYyGuvvQbAK6+8grW1NUC5MhJnzpzh/fffR09Pj7y8PJycnCo8/pNUNmvQunXrGDJkCIWFhZibm7Nx40YMDAwICAjg0qVLNGzYkAYNGjz1OYmXk1arJSYmhjlz5nDkyBH27t1L8+bNGTBggJKBYdSoUZw+fZpx48YREhKCm5sbP//8MydOnCA8PJzjx4/z+uuvo6+vz7Rp06hTpw7BwcF06dKFevXq0bx58z88foMGDejfvz+zZ8/+037i5VA22OvChQtUqlSJ5cuXU1xcTFRUFFOnTuWVV14hLS2Ndu3akZycjL6+PtWrV+ezzz6jadOmrF69mhs3bmBjY8OlS5eYP38+8fHx5OfnM3HiRIqLi7G3t6egoABvb29OnDiBgYEB3t7ej/R7iBBPkpGREd7e3ty/f5/Nmzcr18pq1aoRHR39p1nCgoKCGDJkCCtXrqRVq1Y4OzsDUKlSJVxdXXFycuKnn35S2oUQQgghhBDPhwTmCCGEEEIIIf5S2RITD/qjkjiGhoZs2LCBCxcuALplpEoDMw4ePPjE5ypeHBqNhqCgIM6ePUuVKlV49913CQ4OBmDWrFl4enqiUqno0KEDcXFxjBkzBnt7e06ePEmXLl0IDAwkPj4eU1NTfvnlFz788EPi4uJ47bXXyM3NZezYsZw6dYoVK1bg6elJWFgY0dHRnD59mnbt2qHRaPDx8eG3337jhx9+wMPDQ+ep9CZNmtCsWTO8vLz4/PPPASgsLFQyzJTVrFkzFi1ahKWlJcXFxejp6dGqVSt8fX3R09Nj/PjxZGVloVarOXjwIHv27CEqKgqAW7ducfnyZczMzCguLi43rr+/v1KSoqio6Kn9PEqVzRq0atUqduzYQeXKlQkODmbv3r3UqFEDAwMD4uLimDNnDgUFBU99TuLlVBr8Vq9ePczNzalRowZvvfUWRkZGShDdG2+8QUpKCl26dGHevHmsX7+eCRMmYGVlhZ6eHnPmzOH48eNERUUpJelUKhULFixg3rx5SlBb6XeIjY0NkZGRAERHRz/7RYunqjTYKzAwkL1793Lz5k1ef/111qxZQ+3atdm/fz+mpqYMGzYMJycnDh8+zMqVK/n666+ZMWMGJ0+eZMmSJaSlpSmlCDUaDR4eHhw8eBCNRkP37t2VwMN9+/YpZdSEeB4q+h37wXKsNWvWZO3atcrrssHONWvWrDAzYWkJLCj53hdCCCGEEEI8XxKYI4QQQgghhABK/pM/Li6OWbNm/e2xpk+fzuHDhzEwMGDjxo1PYHbiZRQTE4OFhQVffvklGo0Gd3d3vv/+ewC8vb3x9PQEYODAgYSGhtK1a1cOHDiAg4MDcXFxJCQkEB8fzyuvvIKZmRm5ubns3r2bffv2cfbsWYYMGcKWLVu4evUqH3zwARcvXkSlUmFlZUVQUBD6+vq0b9+eBg0aYGJiQnR0NPb29nh7e5OSksLBgwdp3rw5devWRaVSoaenx+DBg/Hy8iq3ltmzZxMQEEB+fj5GRkZs3rwZU1NTatWqhZGREcbGxhgZGWFqaoqHhwetWrVS3lu7dm1CQ0M5efIkISEhOuN++OGHBAUFcfv2bfT19Vm5ciWNGjV6ij8VymUNGjVqFBkZGVy/fp2mTZuSlZWl9Gnbtq1klxJ/qGwwQ9ntpk2blisrZGhoiI2NDf/73//w9fXVGadZs2YMGzaMd999F4ChQ4fi7u5O9erV2bRp07NZjHghlAZ71a5dW8mCZGVlRaVKlZSMZg0bNuTSpUvUqlWLe/fulcuY9mDms5s3b3LmzBnlO+fGjRtKuUQ/Pz/atm3LO++88yyWJ4QQQgghhBDiX0oCc4QQQgghhBBP3Lx58yps12g06OvrP+PZiOfll19+wcXFBSgpf6Wnp0f16tUB3ZJOdnZ2GBkZVfjZKC4uZuPGjZw4cYKtW7dSWFjI0aNHadeuHQsWLGDXrl3Y29sTEBDAkiVL+PnnnzEzM6OwsJB33nkHBwcHPvnkEwYOHEhcXBzjxo3DyckJf39/5abv9OnTmT59unLM9PR0AgICANixYwdbtmyhX79+7Nq1q9z81q9fr2zr6+tTu3ZtgoODsbW1VdqTkpLKva/0aXdzc3O+/fbbhz6nT0LZrEGNGjWisLCQ6Ohopk+fjlarpVGjRuzbtw+AEydOPNO5iX+GWrVq8eOPP+Lu7o6lpSXTpk0DYMCAAQwcOJCrV6/q9Pfx8eE///kPHh4eAEyaNAkfH59nPm/x+J5UcG/ZIJvk5GRlu1KlSqSnpwOQl5dHkyZNyM3N5d69e9SoUYNr164BcOHCBWWM0j9r166Nvb09u3fvxsDAgMLCQgoKCpg8eTL6+vp4eXnh5+dHnTp1/tbchRAvvvT0dC5cuICHhwfp6ekEBwfrZCMSQgghhBDiaZHAHCGEEEIIIYQiLS2N3r17c+vWLQYPHoyJiQmBgYGEhoYqafYXLVqEVqslKyuLsWPHsmrVKkxMTNixYwfFxcUMHTqUjIwMrKysWLNmDQkJCSxcuBCtVsu4cePo3r37812keGaaNWtGUlISvXr1QqPRoNFoyM3NBdAp6fRgCREjIyNlv5mZGfr6+jg4OPDOO+9gb28PQP/+/Vm/fj3m5ua0bduW+vXrM3jwYG7dusX06dN5//33adKkiRKEcvLkSZydndmwYQMZGRn07dv3D+ednp7O3r178fDwICcnRwnM+SsajebRTtBzYmRkhLe3N/fv32f16tX07duXY8eOUaNGDZo2bUr79u354osv6NKlCw0bNlRKCQlRVtnyKyNGjFDaQ0NDAejatWu59/To0YO8vLxyfQGlnJz4d3jUQF1TU1MyMzNxd3fn3r179O/fn59//png4GCGDRtG5cqVeffdd7GyslLe06BBA/r378/s2bN555136NKlC3p6erRo0YKJEycyatQoioqKaNy4MRYWFk9jmUKIF0zZ3/GEEEIIIYR4liQwRwghhBBCCKFj+/btzJ49WydwoiytVktMTAxz5szhyJEjxMfHExQUxIkTJzh//jwtWrRg3bp1zJo1i82bN1OnTh0KCgqIjY19xisRz5uPjw/bt2/H3d0dU1NTQkJC8PLyQqvVMnPmzD98X8+ePfH19cXZ2Zns7GygJLuLl5cXx48fB0oCdk6fPs3ChQtJSUlh3LhxLF26lPPnz/PDDz+g1WqpUaMGhw4d4tSpU1hYWGBhYcH+/fvZuHEj0dHRyvEiIyMpKioiMDAQf39/du3ahYmJCV9++SUBAQHs2bMHlUrFN998Q4cOHZQyKYsXL6ZNmza0bt0ae3t7pQQLQJ8+fYiMjKRWrVpMmjSJoUOH0rZt26dxmh9J2WCKUqXntKzIyMhnMyEhxD9Gamoq3bt3Jz8/n02bNikl/KpXr05UVBTZ2dmMHDmSV155hR49etCyZUumTZtGYWEhgYGBjBw5kry8PNq2bUu7du147bXXANi6dWuFx7Ozs+PGjRt/OJ+y1/nmzZvTo0cPnf0HDx58AqsWQjwrarX6Dx8Q2Lp1K8OGDSv3cMCnn36KRqPh1q1b7N69m/DwcBITEzl8+DARERFcuXKFAQMG8OuvvxITE8P9+/cZNmwYxsbGdO3alQ8//PB5L1sIIYQQQvxDSGCOEEIIIYQQQlEaWGBlZYWenh6FhYVASTDOg33q1auHubm5sp2dnc358+dp06YNAO3atSMlJYU6deoobeLfRV9fn4iICJ22bt266bwuLelUdnvSpElMmjQJtVrN0aNHGT9+PPfv32fz5s2EhITg5uZGtWrVyMzMpGbNmrz99tu4u7tTrVo1UlJSyMnJYfTo0SQkJLB9+3ZUKhXR0dEYGhpy9+5d4uLiqFGjBqCb5Uaj0WBra8vmzZvZtGkTOTk5BAUFcenSJdauXcvNmze5desWZ8+eJTs7m4CAALZu3crly5c5dOgQVatWVTKHvPHGG2zevJmAgABSU1NZtGjRkz/BQvxDnDx5kpSUFA4ePChBYS+x+/fvs2fPHjZs2MDSpUu5e/cuBw4cYO3atSxfvpxBgwZx48YN4uLiMDAwoFu3bmzbto1q1arRtWtX/Pz8CAsLY//+/WRnZ9O5c+fnvSQhxAvmjx4QWLhwYYUPB0DJQwdTpkzh008/JSgoCDMzM3JycgDIzs4mLi6OdevWsXnzZqpWrUpQUBAjRozQ+fePEEIIIYQQf5cE5gghhBBCCCEUZUsKZWdnc+fOHaCkxFXpDbKyfcpua7VaGjduTEpKCj179uSkemaCAAAgAElEQVTYsWPY2toCPFK5CiHKcnBwYNasWcrrpUuXluvzYFvNmjUxNzdnzZo1HD58GA8PDzw9PdHX16dz5854enrSuXNnJWvDJ598go2NDWq1mjt37nD37l0AMjIyGD16NCdOnODXX38lMzOTe/fu4erqyrlz52jRogVFRUUUFRVRtWpVnTn4+vri5+dH06ZNcXd3fwpnRoh/DgcHBxwcHCSDyUvO0dERKPl5Tp8+ncmTJwMlgbr79+8HoHXr1hgYGAAlGXZ8fHwAuHnzJpmZmejr62NqaoqpqakS/CuEEKX+6AGBoqKiCh8OsLOzQ6VS4eTkxNGjR3Fzc9MZr0WLFujr62NlZcW5c+cYOXIkoaGh+Pn54e/vLyV4hRBCCCHEEyOBOUIIIYQQQvzLqdVq4uLi8PT01Gk3MDAgNjaWo0ePYmj4cP906Nu3L/7+/ri7u1O9enVOnz5NUFDQY89t69atuLu7Y2ZmRmRkJPb29hWWA1KpVMTFxT30PMU/X1BQEI0bN2bQoEEsWbIEtVpNSEgIK1asYN++fSxbtkzJ2rBw4UKsra0JDw+nbdu26OvrY2lpybVr14iNjWX06NHMmzePjz/+GFNTUw4dOkTv3r1ZvXo18fHx1KpVq9zxTU1NqV69OosXL2bOnDnP4QwI8fIo/R4KCwsDoEOHDrRr144DBw7wwQcfsHHjRs6dO8eaNWto3br1c56t+COpqanKn0OHDiUlJQWAY8eO0aRJE0A3UNfR0ZFNmzZRtWpVCgsLMTIyQqPRcPfuXbKzs8nMzHz2ixBCvHBKS1hlZmZy6dIlWrRowSeffIKhoSEjRoxg06ZNFBcXs379erp168Y333xDamoqO3bs4PLly9jY2LB//37OnTtHRkYG7du358qVK4wdO5bk5GQuX74MlDxkYGRkxMKFCykoKMDV1VUCc4QQQgghxBMj/2sthBBCCCGEAEqCW1QqFYBSjmfChAkV9ivbByA0NFTZ3rBhAwDp6ekEBwfToUMHFi5ciLe3NzVr1qRLly6sX7+egoICLCws2LhxIwYGBowcOZLffvsNa2trrK2t+c9//sOYMWNo2LAh7du357PPPnsayxYvsLKfycd15swZ1Gq1Mo6bmxtGRkY6WRtq1qzJDz/8oGRusLKy4siRI+Tl5VG/fn20Wi1btmxhzpw51KpVC3d3dzIzMwkKCqJ69erUrl27wmO/+eabBAcH07x587+1BiH+LSwtLQHIysoiODiY4uJi2rRpQ3p6OsePHyciIkK+C15gRkZGeHt7V1h6MDo6WikdU+qjjz7Cx8cHjUaDmZkZmzdvZtq0abi7u9OmTRvq1q37nFYihHiRLF++nNu3b+Pr68vMmTM5cuQItWrV4u7duzRr1oysrCxGjx7N7t27sbW1JScnB319fUaPHk1ycjI3b96kR48eFBYW8vrrr5OUlMSpU6do164dxsbGbN68WQn63LZtG0uWLOHevXv4+/s/55ULIYQQQoh/EgnMEUIIIYQQQpCWlkbv3r25desWgwcPxsTEhMDAQEJDQ5WAhkWLFqHVasnKymLs2LGsWrUKExMTduzYQXFxMUOHDuXMmTP89ttvtGrVikaNGnHu3Dm2bt3KiRMnMDMz4+jRo6SlpdGwYUMyMjLIy8vjtdde46233sLY2BgrKyvUajVarZZXX32VvLw8AOrXr09oaCgdO3bEw8ODoKAgzp49S5UqVdi1a5eyjujoaJKTk1m8ePHzOI3iBWJkZERxcTHNmjXDy8uLzz//HIDCwkIyMjJ0sjYYGhoqGZciIyMpKipiypQp9OjRA4DZs2cTERGBmZkZderU4cCBA+Tm5uLn58eVK1c4duyYMlZkZKSyraenx5AhQ57NgoX4BzE3N6dOnToANGnSBBMTE+rVq0d2dvZznpn4IxUFUlZUZnDt2rXKaycnJ+Lj43X6+Pj4KEGSQggB0LJlS27fvs3du3dp1KgRtra2/Pzzz1y/fh0/Pz/at2/PokWLmDNnDu+88w5RUVEkJiZy5MgR/P39mT9/PkZGRhgYGLB8+XLWrl3LvHnzSEpKYt++fRw4cEDnGjZo0KDnu2AhhBBCCPGPpP/XXYQQQgghhBD/Btu3b6dHjx4UFxdXuF+r1RITE0OPHj04cuQI8fHxWFlZceLECb799ltatGhBr1698PX1ZcyYMbz22msA/Prrr7i4uLB48WJUKhXXr1+nZs2aXLx4kdzcXKZMmUJ4eDgtW7bk8uXLfPHFFwwbNow33niDJk2aYGFhoWRRAIiJicHCwoL9+/fz3XffKe3r168nKSlJgnIEAHZ2diQmJjJnzhzq1q2LSqWic+fOfPXVVw89hoWFBb6+vvznP//hvffe09lXvXp1TExM/rDEwebNm5kzZw4BAQF/ax1C/Bvp6elVuK3Vap/HdIQQQjxHdnZ2ZGRkcP78eTp06EBqaip16tTh2rVrbNmyhQkTJnDt2jUOHjxIZmYm06dPJyoqimvXrnHnzh2gJHi/Y8eOALRv3x6AIUOGsGfPHvluEUIIIYQQz4RkzBFCCCGEEEJgZ2cHlJTw0dPTo7CwENC9CVrap169epibmyvb2dnZnD9/njZt2uDo6EhQUBBhYWH06dMHgEaNGhEeHs6ZM2e4fPkyxsbGvPrqq9jb29O1a1cqVapElSpVOH36NMOHD+eDDz6gatWqTJs2DUdHR4KDgxkwYAC+vr4A/PLLL7i4uADoZD0JCwsjISHhKZ8p8bKoUaMGBw4cUF5Pnz5dZ3/ZrA1qtVrZLluirWx7qbKfMSMjIwYOHFjh8fv370///v0fcdZCCCGEEKKsWrVqkZeXh5GREU2bNmXx4sUEBwdz6NAhwsLCiIqKIiMjg4sXL+Ls7MzEiRNJTExkxowZREVFAfDVV1/Rr18/Ll26xJw5c2jdujVr167F1tZWSlYJIYQQQohnQjLmCCGEEEIIIXQyEmRnZ3P16lWgpMRVRX0ezGDQuHFjUlJSqFWrFs7OzgQFBbF9+3Z+//133NzclIAcKysrDA0N2bZtGz/++COnT58mPz+fKlWqcO/ePb766itatmzJ/fv3+frrr4mNjaVfv354enoqx2vWrBlJSUkAaDQapX316tX4+/vz+++/P/kTJP6xVCoVRUVFj/y+oKCgctmchBCPR6VSMWvWLOV12QC40m0bGxudgLqX0YOlnoQQQvw1lUqFm5sb9vb2TJkyBY1Gg4uLC1FRUSxevJgbN25Qp04dNmzYwMyZM5k/fz6JiYm8+eabjBgxgrp169KxY0e2bNmCvr4+169fJz09nfbt2+Pr60toaOjzXqIQQgghhPgXkIw5QgghhBBCCB0GBgbExsZy9OhRDA0f7p8Mffv2xd/fHzs7O3Jzc6lfvz59+/bl888/56233sLMzIzi4mLu3r2LsbExx48fx9nZmVdeeYWVK1cSEhKCi4sL/fr14+DBg9SsWZNhw4ZRu3ZtvvjiC2xtbbl27RoAPj4+bN++HXd3d0xNTdm5cycADg4OTJ06lWHDhrFu3bqHnrsQjyM8PPx5T0EI8QLRaDQ6WdyEEEI8OatXr1a2MzIylO34+Hidfk5OTuXaSjMgqlQqJUBSsmwKIYQQQohnTe9FqqHarl077bFjx573NIQQQgghhBBPWLdu3cjLy8PW1lb5j/WOHTvq/Kf48OHD+fXXX6levTqbNm3CxMTkeU1XvESmTp3K8OHDuXLlCtOmTePEiRMMHz6ccePGMW3aNAoLCwkMDGTkyJGEhYURGxvL/fv3Wb58OY6OjqhUKuLi4ti4cSPJycksXrz4eS9JvOAiIyMB8Pb2JiIiolyZNPHyUqvVLFq0CK1WS1ZWFmPHjmXVqlWYmJgQHh6Ov78/hYWFtGrVimXLlqFWq1m4cCFarZZx48YRGxvLyZMn0Wg0REVFYW1tTXh4OKtWrUKlUpGUlIRarSYuLo7g4GAAZs2ahaenJyqVig4dOhAXF8eYMWMYNWpUhdcsIYQQQgghhBBCvBj09PRStFptu4fpK4/yCCGEEEIIIZ663bt3k5iYqPO064NWr17NgQMH2LFjhwTl/INotVp69uyJtbU1K1asqLBPTk4OW7ZseazxXVxcSExM5NChQ1haWnLnzh2uX79OSEgI27ZtIyEhgaioKAoKCpg4cSL79+8nKiqK+fPnK2OsX7+epKQkCcoRj6Ru3boSlPOSmzRpEsXFxajVai5cuACUXLNiYmLo0aMHR44cIT4+HisrKzIyMtizZw8JCQnk5uZy9uxZAAoKCti+fTvdu3cnLCyM/fv3M2PGDFasWEFRUREREREkJCTg4+OjHDc0NJTvv/+e77//npCQEKV94MCBJCQkKN+Vf3TNelmo1WolAOlh+syYMYMOHTqQkpLyLKYnhBBCCCGEEEI8MxKYI4QQQgghhHguJIX8yysyMvKhb5xevXqVatWqMXPmTAwMDCrs83cCc1xdXTl06BDnz5/Hz8+PmJgY6tSpQ2pqKj4+PnTu3Jlr166RmZnJmjVrcHd3JzAwkCtXrihjhIWF8dFHHz3W8cXLT6vVMnbsWDw8POjZsyfffvstffr0oXfv3ri6upKXl0dBQQF9+vTB29ub3bt3A5Ceno6/vz8AHTp0YPz48Tg4OBAbGwvA8uXLcXZ2Ztq0aUrpjH+rQ4cO0b59ezw8PFixYgVdunTB3d2d/v37U1xczLx58/juu+8A2Lp1KwsWLHgm81q0aBEGBgY6gTl2dnYA1KtXjxYtWijbZ8+eZcCAAahUKhISEpRrSJs2bZTxPvnkE9zc3AgODubKlSvcvHmThg0bYmhoSNu2bZV+enp6VK9enerVq+tcF+3s7DA2NlZKYv3RNetF8DBBN49q7969HD58mLZt2ypBnU5OTspn40HXrl1j9uzZFe5TqVQUFRU90fkJIYQQQgghhBCPSwJzhBBCCCGEEOIf6OTJk0RERDzU/lWrVv3pWGX3T5o0iaFDh+rcZP4z7733Hvv27SMwMBCAwsLCcjflw8PD2bNnDyqViszMzIcat5SFhQVXr17FyMgIV1dX5s+fj4uLC46Ojnz33Xeo1WpOnDiBlZWVUnpm5cqVlC3rvHr1avz9/fn9998f6djin2HHjh1YW1uzd+9exo8fz08//QTA9u3b6dGjB/Hx8WzduhUnJydiY2OpVq1auTGysrIICQnhu+++UzKlREZGkpiYSL9+/Z71kl44O3fuZN68eezdu5egoCB27NjBgQMHeO2119i7dy9Dhgxhw4YNAHzzzTcMGjToqcxDo9EQGBhIp06d6N69OyqVioKCAiIjI3n33XdZtmwZp06dYtCgQXz66adkZGQowVcHDhwAYMuWLfz+++9MnDiRzz77TAmiycrKQq1Wc/DgQT7++GO0Wi21a9fm4sWLFBcXc+LECZ155ObmkpubS3FxsdKup6enM98/umY9jLlz55KRkfFY5+lJSktLU4LcLl26ROfOnenYsSPjxo3T6bdkyRJOnTqFSqUiLy9PCeo8cuQIPXv2rHBsyVolhKiIBOYJIYQQQogXkeHznoAQQgghhBBCiCfrypUrTJ48mcLCQlJSUhg4cCALFy5Eq9Vy69Ytdu3aRU5ODtu2bWPr1q3s37+fgQMHYmJiwtChQ8nIyMDKyoo1a9YwYcIEkpOTCQgIYNGiRbi5ufHxxx/TsWNHDA0N+fTTT9FoNNy6dYvdu3djZGTEG2+8QUFBATVr1qRdu5Iyy56enhQVFWFoaMiOHTuoXLkywcHByo36S5cusXbt2sdar6WlJfb29tjY2JCZmakE5vj4+KDRaDAzM2Pz5s04OTnh7u6Ou7u7zvsdHByYOnUqw4YNY926dRgayj+V/03OnDnD+vXr2b17N0VFReTn5+Pl5QWAlZUVOTk5XL16FUdHR4AKg9LMzc2xsLAASjJA3bx5E2trawwMDHBwcHh2i3lBjRs3jlmzZhEREcHo0aNZvnw5GRkZXL9+naZNm9K1a1du3bpFVlYWOTk51K9f/6nMIyYmBgsLC7788ks0Gg0eHh7o6+szYsQI5Zq2YMECatasyeTJk7l27ZryXj09PQ4fPkzv3r2pVasWixYtQqvVEh8fD0CtWrUwNTXFw8ODVq1aAWBoaMjIkSNxcXGhU6dOylghISF4eXmh1WqZOXPmH873j65ZZWk0GiU4qKz333//kc/P45g3bx7btm3D2NiYyMhIrK2tad26Na1btyYxMZEGDRqgVqtRqVRKMNTdu3d1yoEBjB8/nvXr16NWqwEYM2YM+/btw9DQkOXLl+Pp6UlAQABmZmb8+uuvxMTEUFRURHBwMKtWraJfv37cvXsXc3NzNm7cCMB///tf4uLiGDNmDKNGjXom50MIIYQQQgghhKiI/G+jEEIIIYQQQvzD1K5dm+DgYPbt28fSpUs5fvw4ubm5ODk5kZmZibu7OyNGjODMmTNMmTKFPXv24OzszMiRI0lPT6dSpUocPnyYFStW0LBhQ7766isli0GVKlVQqVR8/fXXZGVlceTIEfr06YOzszNr165l/vz5VKpUCUtLywpLV929e5egoCCdm/JNmzb9W+tdvXq1sl02Q0TpDfNSK1euLPfe0pvAKpXqX19u6N+qWbNmDBs2jHfffReAPXv2sH//fmW/VqulUaNGpKam0qNHD06cOIGzs7POGGUznZRmSvntt9/QaDScOnXq2SzkBVarVi2WLVvGlStXaNKkCdOmTSM6Oprp06crmWB8fHwYM2YMvXv3fmrz+OWXX3BxcQGoMJhFpVKRnp5OQUEBI0aM4OLFi0yfPp3Q0FD27dunZGj5+OOPCQ8Pp3v37syaNUsZb8eOHeXGHDNmDGPGjNFp69atG926ddNpK70WAcyZM4f27dtTtWpVAgICWLNmDTVq1MDZ2Zl169bRqFEjWrdujb29PXZ2dtSpU4fVq1eTl5fHnDlz8PLyYsSIEQQHB5OQkMDu3bu5ffs2AN999125zDyP69q1axw9epTExEQSEhIICwvjiy++4Nq1ayQnJ7Ny5UrWrFnD1atXuXXrFu+99x5Llizht99+w8TE5E/Lc5We19KgToDs7Gzi4uJYt24dmzdvpk+fPgBcunSJ2rVrs2PHDp3MQgMHDiQ0NJSuXbtKYI4QL5GpU6cyfPhwrly5wrRp0zhx4gTDhw9n3LhxTJs2jcLCQgIDAxk5ciTJycnl2kpFR0eTnJzM4sWLn+NqhBBCCCGEKCGlrIQQQgghhBAvlGvXrjF79uznPY2XWlZWFjNmzGDNmjXk5ubSpUsX+vbtC5Rkh5k8eTJQkuUjKCgIa2trpk6dSmFhIVOmTGH//v289dZbfPPNN0ybNg0TExMiIyOxs7PTuZltY2OjZLupVasWGzduxMvLi3nz5nHjxg1atGhRbm67d+/m1VdfZf/+/fTv3x+tVouRkZFOORchniUfHx/S09Px8PDAw8OjwpJmvr6+HDp0iG7dupGTk/OXYxoaGjJ8+HBcXFyIjo7GyMjoaUz9pbFixQrc3d3p1asXy5cvZ9u2bfTq1Yv09HSlzxtvvMGuXbsYMGDAU5tHs2bNSEpKAkoyzZR68BpUep2rUaOGkjUnLS0NgOLiYmbOnEl0dDQLFix4KvMsW/qrc+fOXLt2jc2bN7N48WLmzZsHwOXLl1mxYgXvv/8+gwYNQq1WEx8fz/z588uNZ2Fhwc6dO7GysnqigWLp6elKdqB27dpx7tw5AGxtbTExMcHc3Jz8/HwuXrxI/fr1uXnzJv369cPb2xtXV9dHLs/VokUL9PX1lUxWpWxtbbG3t8fPz49PP/1Uabezs8PY2LjCICwhxIvLxcWFxMREDh06hKWlJXfu3OH69euEhISwbds2EhISiIqKoqCgoMI2gPXr15OUlCRBOUIIIYQQ4oUhGXOEEEIIIYQQL5TSjATi8UVHRytlWVasWEHXrl2Ji4sDSoJpSm+GPpjlo3HjxixZsoRFixaRnp5OkyZN0NPTo1q1akydOpVRo0Yxd+5c5T2NGjUiJyeHevXqce/ePTIzMxkxYgSnT5/Gzs6On376idatW+vMrX379syePZtjx45Ro0YNmjZtSt26dbl16xYDBgwgPDwcMzOzZ3CWhCihp6fH559/rtPm4+MDwIgRI5S27du3l3tvafm1hIQEpa0080lgYCBjxowhOTmZVatW/ekc1Go1cXFxSpaQJ2nVqlUEBAT8rTEmTZrEggULKsyC9bDvnzRpkvJ6+PDhFfbr1q0btWvXfqxjPAwfHx+2b9+Ou7s7pqamSrtKpeLDDz8kOTkZa2trpb1mzZpYW1vj6emJra0tdevW5ciRI3z44YcUFhbi6en5VOZZtvTXhAkTsLe3x9DQEAcHByX4pVmzZlStWhUoCXhcvHgxWq2WGzdulBvPzs4OoFxAC/y9z97Vq1eVoJdjx47RpEkTgHIZeRo2bMiVK1eIiYlRgrHatGnzyMd78DurVH5+PpMnT0ZfXx8vLy/8/PwqnIcQ4uXg6urK1KlT0Wg0+Pn5ERMTQ506ddi9e7fy/Xzz5k0yMzNJTU0t1wYQFham890shBBCCCHE8yaBOUIIIYQQQojHduXKFfz8/CgsLKRVq1YMHDiQRYsWodVqycrKYuzYsaxatQoTExN27NjB6tWrKSoqIjAwkNDQUFQqFZUqVWLy5MlUrVoVf39/PDw8CA4OZu3atXTo0IG2bduSkJDA3Llz8fb2Zvny5URGRtKpUyeSk5N1yn+IEh4eHvTr149KlSrpZIWAP79R6e7uzvjx42nevDmNGzdWblBbWFigVqtZt26dTmDOg2OZm5vTqFEjvvnmG9RqNa6urlhaWjJlyhSdfsePHy937N27dz/yOoV4kX3++eds3bqVgoICnXJrz5JGo3kigTmLFi16QjOq2E8//URgYCBz5sx5qsfR19cnIiKiXLurq6tO+bKyKgqqeto3e8uW/ho1ahQXL16kuLiY1NRUJfilbBaYsLAw9u/fT35+Pq6uruXG+6OAlr+rb9++VK1aFRcXFypVqlTuc+7s7IyjoyOWlpb06tWL/fv30717dzQajU5pwdIygo97Xi9evMioUaMoKiqicePGWFhYPPaahBDPn4WFBVevXqV+/fq4urri6+vL2LFjuXHjBps2baJq1aoUFhZiZGSEo6NjuTYoKXPq7+/Ppk2bqFy58nNekRBCCCGEEBKYI4QQQgghhPgbateuzZ49ezA0NMTf35+zZ8+i1WqJiYlhzpw5HDlyhPj4eIKCgjhx4kSFY5SW7FCpVGi1Wi5evKjsy8rKIiQkhMLCQsaPH4+npyeRkZEkJiZy7NgxkpOTn9VSXyqOjo589dVXxMXFoVarUalUqFQqRowYQf/+/bG1tUWtVnPz5k2gpATJ9u3bcXJywsnJiXv37tGqVSsls4K9vT3Z2dkcPnwYgJCQEGbNmkXr1q3x9PRkxIgRDBgwgL59++Ln54e5uTlt2rTB3Nycxo0bP7N1R0ZGArpZTqCk3EppsFfHjh3lCWrxTEyePFkpG/cw0tLS6N27N7du3eLVV1/l3Xffxc7OjkWLFtGgQQPS0tJIT0/n8uXLWFtbs2rVKn7//XcCAgK4fv065ubmrF27lqioKHbt2kVeXh6dOnUiLS0NlUrF559/zsWLF/nkk08oKioiJCQEb2/vcgGQpYF9d+/exdzcnI0bN6JSqYiLi+PKlSuMGDGC/Px8fHx8mDZtGqGhoVy+fJn09HRsbGz48ssvlTU97N+3Q4cOyd/LMlasWMGWLVvIy8tj0KBB7Nq1C19fXzIzM4mKiirXv1evXri7u+Pk5ETNmjUf+Xipqal0796d/Px8Nm3axJIlS9i7dy/6+vqsWrUKGxsbRo4cyW+//Ya1tTXW1taEhoYSHBxMQkICu3fvpkOHDgwYMIAxY8aQkJCASqWiQ4cO/Pjjj0RERBAaGoqnpyedOnUiIiKCwMBAnc/M+fPnGTJkCHXr1iUvL4+IiAglI1Wp0tel32ll2w4ePKjTt2zQrgTwCvHysbS0xN7eHhsbGzIzM3FxccHR0REfHx80Gg1mZmZs3ryZjz76qFwblJRunTp1KsOGDWPdunUYGsptECGEEEII8XzJb6RCCCGEEEKIx1aaFScnJ4f09HSaNm2qlMyoV68e5ubmynZ2dnaFT+0/WLKj7JPu5ubmyuucnBxu3ryJtbU1BgYGODg4PKtlvpTK3rgsVRq48uD+6OhopX3Hjh067zl48CA///wzsbGxvPrqq8oNztDQ0HLjFhUVkZSUhJeXF8ePH8fa2poOHTo8qSUJ8Y+3fft2Zs+eTVFREevXr2fWrFns2rWLmJgY0tLSaNq0KZGRkYwdO5akpCSOHj2Kj48PgwcP5osvvmDTpk1ASQmmDRs2ALBt2zbUajUajYYJEyawd+9eNBoN3bt3x9vbu1wAZGpqKjk5OSQkJJTLrjJv3jxmzJhBp06d6NatG0OHDgWgZcuWfPnll3h5eZGTk/PIwSFPIqvPP0nZ0l/p6emkpaWVC1IpG8gUEhJCSEiIzv7S67Ktra3SVva6Xdb9+/fZs2cPGzZsYOnSpWRkZKBWqzlz5gxhYWEEBARgbGxMXFwc8+bN4/fffy83xsCBAwkNDaVr166MGjWqXNsvv/zCyZMnCQ8P5/XXX6devXo6n5n58+ezePFiXn/9dfl+F0LoZODKyMhQtuPj43X6OTk5lWsr/V1VpVL94XXvUaSnpxMaGqrze7QQQgghhBCPSv+vuwghhBBCCCFExaKjo/H19VXKFnXq1Ekn+ObBQJwaNWpw9epVoCQ7BPxfyY7SG75lPfj+2rVr89tvv6HRaDh16tTTXJr4/9zc3Dh8+DCvvvrqX/a9cOEC7u7uZGVlMW/ePEaNGkVwcLCyPz09HX9//8eey4OBRgAFBQX06dMHb29vpRxW6TEjIyPlJop4aZQGNRqM5OkAACAASURBVFpZWWFjY0NSUhLp6elYWlpiYmIClGTDgpJMAOfOnePMmTMsWrQIlUrF6tWruXHjBgBt27YtN/7Nmzc5c+YMnp6eeHl5cfXqVbRarRIAaWVlRU5ODnXq1KF+/foMGTIEZ2dnOnXqxKlTp+jSpQs7d+7kiy++4Pbt25w/f57u3buza9cu7OzsuHv3Lr/88gvdunVj5MiRABQXFzN+/HgcHByIjY0FSoL/3N3dcXFxITY2lm3btilZffbs2fPUz/OzFBkZSUpKyvOexl8q+7n66quvlExrY8eOJTc3l19//ZVWrVopfSpiZ2eHsbGxTomtsm3z5s3DwcGBuLg4qlatqhPEe/v2beUYBgYGyj4hhBBCCCGEEOKfQgJzhBBCCCGEEH+pNCBi7ty5Ok+tenh4sGDBAnx9fbl79+5fjtOlSxdiY2Px8fFR2lasWIG7uzu9evUqV4LoQYaGhgwfPhwXFxeio6MxMjJ6rPWIp+PVV1/lwIEDpKSkMG7cuGdyzK1bt+Lk5ERsbCzVqlV7JscU4ml4MBDRycmJqVOn8uabbyrtqampyp9NmjShWbNmvPfee6jVapKSkpS/d2fPnsXX15c+ffqQlpZGVFQUgwcPpri4mK+//ho9PT1q1arF22+/jZ6enhLglpqays6dO/Hy8uKNN97gl19+obCwEK1Wy/3793F0dGTcuHGEh4dTuXJldu7cSWFhIT/99BPh4eHUq1ePDRs2EBERAfxfOcLvvvuOFStWoNFomD9/Pnv37kWtVvO///0PHx8f7O3tUavVdO3a9Rme8cen0Wgeqt+IESPKBUk97HtL2djYlMuW86SlpqYSGRnJ4sWLGT58OF5eXqjVatRqNV9//TWNGjVSgmn/KCi27Of3z9oq2qfVapVjFBcX8+OPP/7NFQnx4lKr1TpBy+LPTZ06lR9++IHvv/9eCSIcPnw4ycnJqFQqXF1d+eqrrwAqbCsVHR3NxIkTAfjyyy9xc3PDzc2N48ePA9C6dWuGDRtG69atOXnyJFCSjczNzY2FCxc+q+UKIYQQQoh/MCllJYQQQgghhKiQWq0mLi6OWbNmKW3vv/++Th9HR0flZl2p0iCeskE2ZdPIJyYmlutfWrKjVOlNyLKlOkrT0gcGBjJmzBiSk5NZtWrVI61JPHupqal0796d/Px85s+fr7RPnDiRkydPotFoiIqKUspetW3bloSEBObOnYu3tzfh4eGsWrWqwmw5UJKlp/RGTdu2bbl48aKyT6vV/umNYSFeZH5+fqhUKtatW6e0nTlzhi5dutCgQQM6dOiAg4MDo0ePZtmyZWi1WsLCwpS+Wq2WmJgYWrduzYwZM9ixYweTJk3C19eXatWq4eDgwO3bt/n999+VALfbt2+jp6fH3LlzuXPnDpUrVyYxMREnJycuXbrE2rVrGT16ND/99BNvvvkmVlZW1KtXjytXrpCTk6OULyzNmlJROcLSrD0AN27cKFcu63lQq9UsWLCAoqIi8vPz2bRpE0uWLGHv3r3o6+sr3zUjR47klVdeoUePHuzfv5/09HT09fWJj48nICCAKlWq8MMPP6BSqZg5cyahoaF07NgRQ0NDFi5ciFarZdy4cRQXF/PJJ59QVFRESEgI3t7ez3X9RkZGLFiwgMLCQhITE1m+fDkqlQo9PT0GDx5MUFAQy5cvp0uXLtSrV4/mzZs/8TlMmTIFPz8/LCwsqFWrlgTeCiEAcHFxITExkatXr2JpacmdO3e4fv06ISEhbNu2jWrVqtG1a1f8/P4fe3ceUGPe/3/82WYve8mSmMiWkmWi1ClJZJJ90IZkGWP5GmumiYmGsRuUtWYylmQfiZZTlrJETZrGjFJIxCQpojrn94df111T5h63febz+Eeuc13X+VzXOefq4vM+79eYKpcB7N69m/Pnz7Nu3Tru37/P4cOHiY2N5cGDB4wbN46DBw9y584dzp07R0JCAkFBQejo6HD+/HlOnTrFjz/+yIkTJ97xmRAEQRAEQRA+dKIwRxAEQRAEQRA+cAqFAk9PT37//Xdq1arFrFmzpG/i+vr6YmtrK317NDw8nIkTJxITE0N4eDhBQUHUqlWL3Nxc1q1bR15eHk5OTvj4+BAXF8e2bdu4d+8eJSUlwPNim4ULF6Krq4ubmxv37t2jdevWlb6V+jJjLx978XesX7+egwcP8uzZM4KCgv6n5xXenqKiIk6ePMmePXsqTGr4+flRq1YtIiIiCAgIYMmSJVJ3jeLiYqZOnYqtrS3btm3jzJkznD9/nvj4+Er7b9WqFUlJSQwYMIDLly/Trl07qVgsOTlZil/5b6oqRPtvZsyYwcqVK1FTU/vb2whCVWQyWaWixl9++YWRI0eirv6f/7pxdXWViloAatasWambyscff4xcLqdatWoAzJw5k+LiYtq1a4eZmRlt2rQhJCSElJQUMjIyCAoKIi4uji5duuDl5UVAQAD9+/cnJSWF7du3Y21tTa1atSgtLaVVq1bI5XKWL19OkyZNAGjSpAmDBg0iPj6erl27oq+vL13bq4ojNDIyIjw8HDU1NYqLi1FRUXkvCujKX6s2bNhAVlYWcrmc1NRU/Pz8mD9/Pjk5OUREREgFhTExMRUKAM3Nzdm4cSMDBw6s0F0OnsfuHT9+HIVCgY2NDVFRUSgUCvr37/9GCnPKioCuXr1KzZo18fDwIDAwEIVCQW5uLuHh4VSrVo3Vq1dTUlJCp06d6NevHw0bNsTLywsvL68K+9uyZQvq6uosW7YMPT094D/Fs2WFs+V/rmqZj48PPj4+Fa6zZXGDJSUlxMfHU1pairm5OTo6OtI6ZUWcpqamr+nsvF55eXlERUUxZMiQdz0U4QNRvmh53759+Pj4kJiYiJaWFjt37iQ9PZ1vv/2WH3/8EWdnZ2bMmEG3bt3e9bDfCXNzc2bPno1CoWDMmDEcOnQIHR0dwsPDpQ6c9+/f5969eyQlJVVaBs/vOcuuV+np6SQlJWFtbV3heQwMDKhRo4YU65iZmSndQ3bt2lUU5giCIAiCIAivTERZCYIgCIIgCMIH7tChQ2hraxMTE8NPP/2Ej48PJ06c4MSJE3h7e0vrDRs2jDNnzjBv3jxWrlxJUlIS/v7+yOVyli5dyuHDh5k+fTp79uzh2bNn7Ny5E1NTU9LS0khISOC7777jt99+A2DIkCG0bNmSRYsWkZuby6BBg7CwsGDnzp306dMHBwcHlEolJSUljBo1CktLS0aNGkVJSQlyuRxHR0c++eQTwsPDCQ4OxszMDHNzcymmxcLCAoCMjAzc3d159uwZAwcOxNramri4OGJiYoiLi6Nt27Zv/4QLL6Wsm42JiQkRERHS8uXLl9O7d28WLlzI7du3gf901yibFLl//z4tW7ZEXV29UhxMGScnJ86ePUu/fv3Iy8tDS0uL27dvM2DAAGlC5k1QKBSsWbNGFOUIb8SpU6cYP34806ZN+5/38edil8mTJxMUFMTXX3/NgwcP2LRpE+bm5uzbt4+7d+9y9uxZHB0dWbRoEd9//z2jR49GVVWVX3/9lZSUFFq3bi3ty9PTk927d9O7d2+qV6+OmZkZEyZMICwsDCsrKzw8PKock6qqKv/3f/9Hnz59sLa2lrql9ejRAycnJ06dOlVpm8TERCka689etmvanTt3WLJkSZWPlb9W7dixA7lcTrdu3XBxcSE/Px94HnWipqaGhoYGbm5uODs7s3DhQimeqmwfRkZGXL9+vcL+y4pKyncNsrOzIzs7+410DTp69Ch6enpERUUxdepUfv31VwCOHDnCgAEDiIyMfKkowPHjx2NpacmpU6cYPHjwax9veno6lpaW9OjRA1dX1woFaYmJiVLczPsoLy+P/fv3v+thCB+QoqIiwsLCmDhxIhs2bKCwsJDY2Fg+/fRT/P396dKlC61atWLixIk0bdr0X1uUA6CtrU12djYaGhqYm5uzYsUKevXqRZcuXfjpp5+Qy+VcvnyZZs2aVbkMICgoCGdnZ548eUKrVq3o3r27FNd38uRJoHK8XsuWLaVC78uXL7/9AxcEQRAEQRD+cUTHHEEQBEEQBEH4wP3222/06tULQOpQoKWlBYCamhqzZ8+msLCQ7Oxsxo0bR7t27ZgzZw4XLlygfv36BAYGkpWVRceOHcnPz6eoqIiRI0eSnZ1N48aNiY6Opn79+hUmxf744w86deok/f3QoUMsXbqU8+fPExkZiaenJ5cvXyYtLY0OHTqwa9cufH19CQ0NRUdHR+ocUFpaSs+ePTlz5gxZWVlMnTqVo0ePVjrGGzdu0KhRI44ePfrWY0/+3Enlzp07bNu2DS8vL7Zv3864cePe6ng+NGXFVklJSfTp04eUlBT++OMP5HI5p06d4uTJk+zcuROoPCnSqFEjMjMzKS0tfeGkSPXq1Tly5EiFZVW9JlXFo1U11r/6BvuDBw8qRNl8//330nvj1q1bZGRkoK+vz9atW0lLS2P06NE0adKEgoICtm3bhr6+/kudO+Hfq3fv3sTFxVVYVj4S8GX9/PPP6Onp4ebmxs2bNzl69ChDhgzB0NCQa9euERYWRvfu3WnUqBGWlpbS7wIjIyMyMjJo2bIlo0aNkool6tWrx7Fjxyo8R+3atQkNDa2wrKo4wgEDBjBgwIAK661cufKFYzcxMcHExKTKx172GtykSZNKnWDKlL9Wubm5cf/+fbp27UpJSQlubm5kZWVJHd5KS0sZNWoUrq6ueHp6cuHCBWnbDh06cOXKFT777LMK+y/b9kVdg1631NRUdu/eTXh4uBTRZWdnByAVP2ZnZ1eIAvwrr7NDXX5+Ps7OzsyaNYuVK1fy6NEj2rdvT2xsLD4+Ppw/f579+/ejp6fH9u3b2bx5M3/88QfR0dHS74s35ezZs8ycOZPatWvj7OzMrVu3KkSaNWvWDHt7e4qLi2ncuDF79+5l8+bNnDx5EplMRkhIiBTpJggvUr4Q0MvLi5kzZwLQrVs3YmJiAJg0aRKtWrWqENH5b6Wrq4uRkRH6+vrcu3dPKsxxdHREoVDQoEEDQkNDWbRoUaVl8Pw8z549G1dXV3bt2oWDgwOWlpaoqalhY2PDl19+WeVzdu3ald69e2NsbPy2D1kQBEEQBEH4BxIdcwRBEARBEASJXC5n4cKFfP755+96KMJLMDQ0lCJ+FAoFCoWC/Px88vPzKS0tpVevXjx8+JD4+Hh0dXUpLS3l7t27aGtrA89jU0xMTPj1119Zu3Yt69at48CBA2hpaVFUVETPnj0pLCykZ8+e0nM2bNiQX375BYCOHTsC0LRpU6lYp2nTpjx48IC0tDSpS0C3bt24du0a8J/OAffu3aNly5ZoaGigr6/Pw4cPKxxbWRGOgYEBRkZGjBkzhtWrV7+R8/h3lZ/YfdluDf9GGhoa2Nvbs3HjRmlSuH79+tSpUwcbGxt++umnF26rrq7O2LFj6dWr11vpRvDnb7CHhIQQGxtL7dq1WbZsGQA5OTns2bNHKgYoi3Hr2LEjERER3Lhxg7y8PFasWMHatWvJy8vj7t27FZ7H3d1d+iwIwpsgk8mkYkJ3d3datGjB7t27kcvlXL16ldGjR6Orq8vmzZvR19enQYMGGBoaUqNGDe7cuUNOTg63b9/G0tISf39/oqOj8fT0fCfHUnZvYmxsjKurK8bGxiQmJrJ582aSk5ORyWQkJydX6r5WUFCAtbU1BQUF+Pv7s2bNGjIyMnB2dgbg4MGDmJmZYW1tTWJiIk+ePKFBgwZ4eHhQXFxMkyZNmDx5MlOmTKFVq1YolUrOnz+PjY0N/fv3x8rKCnNzc27evImRkREAMTEx1K1bFyMjI7Zu3Up6enql43lR16DXzdDQEFdXV+RyOadPn2bp0qWVih/LogDh7XWEePToES4uLvj5+XH48GHmz59PdHQ0mpqaUjFamzZtiIiIoHr16sTHx+Pp6cns2bPfeFEOwLFjx1i2bBmurq5kZWVJkWYbNmzAz88PdXV1jh49SmxsLO3btycqKgpPT0/69u2LXC4XRTnC31K+ENDFxYWEhAQAJkyYQN26dQGYN28ea9eurdD98t8qKChIKl7KysrCyMiIHj16EBkZSXR0tFSAU9UyuVyOurq6VDhXdm8ZGxtLdHS0VJRTVkiqr68vRez5+vpy6tQpvvvuO2mZIAiCIAiCIPyvRMccQRAEQRAEoZL169e/6yEIL8HR0ZEjR45gaWlJnTp18Pb2xs7ODqVSyeLFi+nSpQv5+fmkpaUxZswYFi1ahKGhYYVv4Lq5udGvXz+uXr1KixYtmDhxIuPHj+frr79GTU0NdXV1CgsLefLkCfC8S8m5c+c4ceIEAEuXLgUqdzxp3bo1CQkJODg4cPHiRSkKpaxzQOPGjcnIyKC4uJisrCxpMqKoqAhAaiH/9OlTZs6ciaqqKnZ2dowZMwYdHZ03eVorKN9JZcWKFaxatYoRI0ZIk8JeXl4EBweTkZGBqqoqkZGR0jH+m8lkMmQyWYVlZZ1rquqMVFV3jUmTJjFp0qTXPjaFQlHpNfrzN9jr1KkDwKJFi6SOHmVRNmUCAwPp27dvhaK0hw8fcv36dTp37oyKiopUvCYI70pZkcasWbMAKC4uZuLEiXz77bc4OTlJ6zg7O0udU0pKSkhOTn5vrmV37tzh3LlzJCQkEBQUxOrVq/n++++Ry+WUlpYyfvz4St3XFixYwIQJE8jNzSUsLIwbN24Azz//S5YsITY2lpo1axIVFUV2djYxMTGoqKhgbW3NsWPHuH79OqWlpezYsYMjR44wduxY5s+fT1hYGImJicyfP7/CGL/44gt+/fVXFi9ejK+vL66urtja2gJUuBZW1TXodXN0dGTatGnY2NgAVFkA5OTkxLBhw+jXrx/169d/o+MpExISwoQJE+jYsSOpqanMmzcPFRUVCgoK6NGjB1DxWvy2ixinTJmCr68viYmJNG/enKSkJOm109XVpbCwEE9PT7Kysrh79y5t2rShTZs2b3WMwoevrGi5qKiI0NBQvL296d27N9evX2ft2rUcPHiQli1b8tlnnzF9+nROnjxJ37593/WwBUEQBEEQBEF4Be/H/64IgiAIgiAI7xULCwvg+STS/Pnz6d69O9u2bQPg3LlzyGQyzM3NpU4RZeuXbVP25xdffIGZmRmbN29+uwfwL6Oqqsq2bduIjY3l2LFj9OvXj/j4eM6dO0e/fv3Q1tamc+fOVK9eHXNzc2rVqiVFX8XExKChoUGbNm04ffo0a9asYcKECXh4eBASEkLNmjVRUVHB3t6eJ0+ekJmZiZmZGVeuXGHx4sUADBw4EIANGzbw8OFDzp07R2BgINOnT+fhw4ekpKRQr149goODKxVjqKmpMXXqVHr37s3o0aP5+uuvAXBwcMDCwkJq55+ZmYmVlRU9e/akcePGUreft6V8J5WyYiRHR0eMjIyQy+XIZDJu3bpFTEyMFHkhvHtyuZxPPvmE/v37Y2Njw6VLl7C2tmbYsGEEBgZWuJ6FhYWRlJTE0aNH6d+/P/Xq1SM/Px/4zzfYHz9+zOnTp7GysmLs2LHcv3+fK1euEBgYyKVLl/Dz8+P48eMMGjQITU1NkpOTUSqVREVFMXjw4ErXwidPnjBq1ChsbGwYOXIkxcXF7+I0CR+QvLy8Ct2jyjrcyWQySkpK8PHxISIiotJ2jo6OZGRkYGNjg42NDWFhYQwbNoxNmzZJ1/AFCxbg6+uLjY0Ntra23Lx58+0c1N9kYGBAjRo1pBim8l7Ufc3W1paEhATc3d0rXJfL1q9Zsybw/PdoXl4eAwYMwNLSkri4OOzt7aXiUGdnZ5KTk/Hz86NevXq4uLiQm5uLn58fVlZWfPzxx+Tm5lY57pKSEkaNGoWlpSWjRo2ipKSE2bNnc+XKFU6cOCEVobi5uZGTk/PazpeKigrr168nKiqKqKgoHB0dK3RRcnd3l6IAw8PD2b17N+7u7q/t+V9k7Nix3Lp1i4MHD2JoaMiqVauQy+VcvHiRQYMGARW7iXz00UdoaGhQWlr62seiVCqZPHkyNjY2ODg4cPfuXTw9PUlPT0dbW5vk5GTs7Oxo1aoV6urqVK9enXHjxtG2bVtcXFwoLCxkyZIl/Prrr29kfMKH68/3H3fv3qVPnz5YWlqyfv16Dh06xPHjx7GwsMDR0ZHU1FSOHDmCra0tWlpa1K1bl8zMTOm+wNfXl969e0vFhf7+/piZmTF37lzp315V/RtNEARBEARBEIT3h+iYIwiCIAiCIPylESNG4OPjQ9++fRk/fjze3t4cPnwYTU1N+vbty5gxY1647eDBg1m2bBm9e/fG3d2datWqvcWR/7vMmDGDlStXcurUKfT09KTONGV0dHQ4f/48kyZN4rfffiMnJ4fr168D8PjxY6ZPn86AAQNIS0vj999/58aNG7i4uGBsbMzOnTvx8PBgz549dOzYkR9//BE7OzuqV6+Ovb09YWFheHl50bhxY2bNmkW/fv34+eefpffIsWPHsLOzw8/PT4rDKt85wM3NDTc3twrjXbRoEYsWLaqw7NSpU2/gzP095b+9v2XLFpo0aVLhcQ0NDdzc3HB2dqZly5Z8/fXXojjnPVFUVMTJkyfZs2cPJ06cICcnh4iICNTU1OjXr590PevWrRs6Ojq4uLjQqVMnNmzYQO/evSt8g33Xrl3o6uoSExODQqHAxsaGunXr0rdvX7p27UqvXr24evUq7u7urF69munTp3Pt2jWaN2/OoUOH+PTTTytMfG/duhVHR0dGjRrFpk2b2LdvH6NGjXp3J0t4b8nlciIiIvDw8GD//v0MGTIEqNjhLi8vj9TUVKlYdvv27VLkWlmRxp8VFBRIPzdu3JgDBw5UeNzHx+d1H8r/7M8d2cove1H3NX9/f1xcXNiyZYt0zsrWv3HjBkVFRdSoUQNLS0tCQ0OZO3cuOTk5zJ49m6CgIMaNG4dCoQCQ4r4uXLiAUqmkpKSE4uJi5s+fz7Vr1/jqq68wMDCoNO4DBw7QoUMHdu3aha+vL6GhofTq1YszZ86QnZ2Nrq4ujx49qhAx+U+moqJCQEAAn376KZ9//jm+vr48fPgQVVVVtmzZAkBqaip9+vShRYsW9OzZE21tbdzd3bly5cpr7ep49OhR9PT02LRpE2FhYfj7+6NUKnn8+DEXL15k+PDhFBcXEx4ejqGhIfn5+ejr67N//37u3r2Lra0tPXv2ZNOmTRQVFTFs2DA2b95MgwYNXtsYhQ9X+fuP7du3c/ToUWrWrMnChQuJioqiUaNGpKenc+bMGemaBs+L5iMjIwkKCkJDQwM/Pz9q1apFREQEAQEBLFq0iMDAQM6cOcPFixc5d+4cQJX/RhP/9hIEQRAEQRCE94cozBEEQRAEQRD+UqdOndDQ0JCKDJKSknB0dATg/v373Lt3T1q3/H8qw/NiBjU1NVq2bElOTg7Nmzd/ewP/l1mzZg3wfPLWwsKiUmHOJ598Qrt27fDy8sLT05MWLVrg4uKCuro6bdq0Yd68echkMhYuXIibmxtr167Fy8uL/Px8Dh48yK+//srx48cxMDDAxcWF7Oxs0tLSaNGiBTVq1CAsLIz+/fsDL36PlMWjfIjKf3u/T58+pKSkAP+ZFC4tLWXUqFG4urri6enJhQsX+Pjjj9/ZeIX/+HNRVfkoqvLv1adPn7JlyxY+/fRTqQisQ4cOnDp1Cnd3d7S0tLh//77UPUxVVVX6vJUVLwQEBJCeni79PT4+HisrKx4/fkzTpk2la2GZ1NRUEhISCAgIoKioSBTlCFU6e/YskydP5smTJ2zfvp3S0lJkMhkhISEMHjxYioArK8wpU74w569UFev2oWjRogVDhw5lyZIlUvc1VVVVNmzYwM2bNzl8+DA//fQTHTt2ZPHixUyYMAF4/vmdP38+VlZW1K5dm6+++goHBwemTp2Kqqoq9erVA8DGxobvv/8eFRUVfvjhB4KDg2nSpAmampqsXLmS7Oxsdu7ciaqqaoXCofLS0tIwNTUFoFu3biQkJDBhwgRmz56NQqFgzJgxHDp06K3GM74r5eMN9+3bB4CVlVWl9cpHgAF89NFHb6Q4NzU1ld27dxMeHk5JSQnnzp3j0KFDDBgwgICAAKpXr06NGjXo3LkzU6ZMITw8nLi4OLZu3crw4cPJysqSjqMsflEQypS//zh58iQDBw6koKCAhw8f0qZNG3Jzc6UOluWvH4sWLSIyMhINDQ0Ali9fTmRkJMXFxbRv35779++jp6eHmpoaJiYm0nZV3X83a9bsbR2uIAiCIAiCIAj/hSjMEQRBEARBEP7SnyeaunTpwr59+6hduzbFxcVoaGigVCp5+vQpV69erbBuUlISPXr0IDMz81/xLfC3Yfbs2bi5uXH79m3mzp3L5cuXcXNz48KFCyQmJhIYGMiBAwewtbVl5cqV0nbp6enSBEHXrl3JzMyUHlMqlRVeZ0NDQ1RVVbl+/Tpz5sxBU1OTFStW0Lt3b+bPn0/Xrl3ZsWMHpaWlXLp0iZKSEkJDQ/n222+Bqt8jwAc78QvPO+LY29tTVFTEypUrpcKcHj164OTkxKxZs/Dy8qK0tBQtLS2MjIze8YiFMi8qqoKq36sKhYLCwkIePHhQofAQnn824uPj6dSpk1TMUP6zs3HjRi5fvkxaWhrOzs5YWlpy+fJlJk6ciIqKSqVroaGhIX369GHo0KEAIsrqX0KpVDJw4EAePXpEdHS0VCj2IseOHWPixIlERkaSn5/P1atX2b9/P9999x3JycnY2NhQVFTE1q1bSUtLY9asWYwePZrk5GRkMhnr168nMzOT5cuXU1JSgre3N/b29piZmdGlSxdq1qzJqlWr3tLRv7zyxRwA+vr6BAYGAvDjjz9Ky9u1a1ep+1pYWBgAQ4YMkTrmBAcHA8+7+g0ePLjC+vb29uzZs4f09HT09fW5desWCxYsICIigmfPnhEbYmd4rwAAIABJREFUG4uqqip2dnZ8/PHH2NnZSZ/5sqKfP2vdujUJCQk4ODhw8eJFDAwM0NbWJjs7m+bNm2Nubo6TkxOTJ09+pfMkvDxDQ0NcXV2ZNWsWAHv27CEpKYkBAwZw+fJlzMzMaNWqlRSr+fPPPwPQqlUrunfvLhXliGu3UJXy9x+tWrXi2rVrLFmyhOjoaJRKJYaGhhw5coQpU6agqqoqfcEhMDCQyZMns3v3blRUVJDL5Zw6dYqTJ0+yc+dOGjVqxM2bN1EoFNJ7El58/y0IgiAIgiAIwvtBFOYIgiAIgiAIL2XRokU4OjqiUCho0KABoaGhuLu7Y2Fhgb29fYV1Q0JCmDFjBmPHjhWt1F+Tv4q/UFVVlV6L8t80h+eTSOUnm9q1a0dycjIAycnJdO7cWVrX0dGRiRMn4uXlRf369cnOzmbZsmVs3LiRefPmUVpaikKhQE1NDQ0NDWQyGfHx8dK3cqt6j3zI/jwpDP+Z2C1f/BQbG/s2hyX8TS8qqoKq36tz587F0tISU1PTSpFlEyZMwNXVlR9++IGPPvqI7du3VyjO6tGjB5aWllhaWlKzZk3kcjkymQyFQkGvXr0qXQs9PT2ZMGECGzduRKlU4ufnJzot/QtkZ2ejqanJTz/99JfrlRV/TZkyhcmTJ3Px4kUOHTrErFmz2LBhA1lZWRgZGbFhwwb69OmDh4cHx44dY+XKldja2nLkyBHkcjkKhYLPP/+cqKgoFAoF/fv3x97envv37+Pl5SW62f2Jk5MTw4YNo1+/ftSvX19anpmZyfjx4ykpKaF169Zoa2tX+My/yODBg6VCPV1dXebOnQuArq4uRkZG6Ovrc+/ePalzxr9dVfFpMpnsb3WkSUxMJCEhgfHjx/+t53J0dGTatGnY2NgAMH36dM6ePVvhtf/444/x9/enT58+NG3alHbt2tG4cWMcHBywtLRETU0NGxsbvvzyy799jMI/j1KpZMqUKVy9epWaNWtibGzMtWvX6NevHxcuXODIkSMsXryYIUOG0KxZM8zNzQkLCyMhIQFTU1Nu375NmzZtuH79OtOnT2fdunU4Ozuzd+9e6tSpg42NjXSvrq6ujpubG7169aJnz55SAc4/7f5bEARBEARBEP5pVP4cN/AudevWTXnx4sV3PQxBEARBEAThNZDJZERERKCuLmrBX6ecnBwp/sLe3h6lUsnJkyfJzMwkIiICX1/fKgtznj59yrBhw3j27Bn169fHzs6OkJAQVFRUaNiwIX369JGirIKDg7GwsJDiUXx8fLCwsKBjx444Ozuzc+dOmjRpwvDhw7GwsGD69Onv4lQIwn8ll8ulz4UgvC+cnZ05efIkRkZGFBcX8/TpUxwdHVmwYAGBgYGEhYVRUFDAkiVLMDEx4cmTJ5w7d469e/eSmppKrVq1SE1NRUNDgzt37tClSxd++eUXzp49y5AhQ1i1ahW2trbSdTwnJwcjIyPat28PPP89kpKSgrm5OWfPnn3HZ0MQ/ru/U5jzJiPZSkpKUFdXZ9myZejp6YnYQaGSI0eOcOXKFebPn09YWBj79+8nPj6ejz/+mC5duvDZZ59J99O2trYEBgYSFxdHQEAAAI8fP6ZWrVps3boVpVL5wg5cZcrek+fOnWP79u3Sfv4bcV8kCIIgCIIgCK+XiopKglKp7PZ31hWzJIIgCIIgCILwAXlR/EVZNJWGhgalpaWVtqtevTpHjhwBkCJAyiI+yivrBFNWlAMVv70eGRkp/ayhocGIESNe+ZgEQRDK+6dPHJYd15YtW6hRowYqKipYW1szc+ZMAOrVq8eePXuk9QMCAtixYwfXr19ny5YtLF26lBo1amBubk5qaipyuRwrKyspiq1MWcxao0aNMDIyIjw8HDU1NYqLi1FRUfmg4wWF99+LojcdHByk6DRfX19sbW2RyWT07NmTiIgIJk2axPjx4zl69ChfffUV3bp1o6SkBIBr164xZcoUnj59St++fVm4cCHu7u7UqVOH3377TYods7W1ZeTIkfTr14+kpCSCgoIwMTFh4cKFxMbGYmxszKNHj6T7of9m/PjxXL9+HS0tLSm+ShDKS01NZffu3YSHh1NSUkKzZs0wNTVl7969bNiwocptunbtCkBpaSmzZ88mOTmZ/Pz8ShF7VVm/fj0HDx7k2bNnBAUFvdZjEQRBEARBEAThzRD/CyMIgiAIgiC8EXK5XHTLeUP+Kv5CJpOxdOlSFi9e/EbH4Onpiba2Nrq6um/0eQThVchksn9scYfw4bt+/ToDBgzAysqK1NRUcnJygP9M1paZMWMGa9euxdLSkh07dlC/fn1OnTqFvr4+6urqWFtbM2bMGJo3b06zZs3w9/cnJyeHGzdu0KhRIz755BOsra3R0dGhUaNG6OnpUVBQgFKpZPLkydjY2ODg4MCDBw/exWkQ/qbAwMAKhVfvu7LozbNnz1aI3ly3bh0nTpzgxIkTeHt7S+uPGDGC06dPS0UGfn5+xMTEsHDhQu7cuQOAl5cX27ZtIyYmhpSUFG7dugWAubk5J06cqPD8hYWFbN68mY0bNxIUFER2djaXLl0iNjYWCwuLlzqWoKAgYmNjOXr0KDVq1HiV0yL8QxkaGuLq6opcLuf06dN8//333L17l6+++opvvvkGqFw8X1YcmZiYSGFhIbGxsXz22Wf8ne72M2fOJCYmhri4ONq2bftSY01KSqJ///7Y2Niwf/9+Fi5cCDy/xgQGBnL48GEpxrVmzZrcuHFD+ru2tjanTp16qed7H/05ovZVuLu7k5GR8dr2JwiCIAiCIPxziZkSQRAEQRAEQfjAlP9mbFZWFoAU8WBubk5MTMxfbu/u7v7KY9i8efMr70MQBAHg9u3bjBkzhuLiYjp37ix14srNzWXIkCGoqKhgZGTEunXrCA4O5rvvvkNNTY2NGzdibGz8jkf/v9u0aRNz585FJpNhYWEhTcZW1cmmbFK0PC8vL7y8vCosCw8PByAkJAQPDw++/PJLfH19MTAwwNzcnEOHDrFkyRIiIyOZN28eV65cYdOmTYSFheHv78/8+fPfzMEKf9uLIpkCAwNxdnb+YDodmZubS9GbY8aM4dChQ+jo6FBYWIiWlhYAampq0vqdOnVCQ0NDOj5VVVXq1KlDnTp1aNy4MQBXr17FxcUFgLy8POke6M/FbAD169fn2bNnfPXVV1KHv8zMTKZMmcL06dM5cOAAjo6OPHr0iPbt27Nx40Z8fHzIyMjg1q1b6OnpsX37dg4cOICfnx916tThiy++YMCAAW/0vAkfJkdHR6ZNm4aNjQ3w/Jo9ePBgJk6cyLBhw0hJSUEmk7FgwQLOnTuHnp6etK2hoSHXrl3D3t6eFi1a0KxZszc61qKiIk6ePMmePXv47bffqjwWR0dH/P396du3L3p6esjlci5fvszixYsxNzd/o+N7l7Zv3864ceMAEcssCIIgCIIgvH4fxr/mBUEQBEEQBEEQBEH4R2rUqBEnT57k9OnT5Ofn8/vvvwNw6dIlZDIZ0dHRrF27ltLSUtatW8epU6fYuXNnpaKU8gIDA0lISKjyMblcLnUIKN854213JHFwcGDq1KmMGDGCatWqvdZ9p6WlYWpqilwuJyUlhTVr1tCpUydkMhlNmjQhLy9Pil6RyWQsWbKE3NzcSvvJyMh4LcWcr1tgYCBbt259pX3k5eWxf//+1zKWhISECu+r/0Yul/PJJ59IXSsuXbqEtbU1w4YNIzAwkIiICMzMzDAzMyMiIoLz58+TmJhInz59+OGHH0hKSsLc3BwzMzMpgtLd3Z3p06djYWHBokWLXvm4XlVZ9KaGhgbm5uasWLGCXr16oVAoyM/PJz8/v0L3kLLotTIKhYLCwkJu3brFvXv3gOcFDLt27UIul5OQkED37t2BqovZSktLcXFxYc6cOdy4cYM5c+bQuXNnNDU12bdvH8nJycyfP5/o6Gg0NTWJi4sDoE2bNkRERFC9enXi4+MJDQ1l7969REVF0b9//zd1uoQPnIqKCuvXrycqKoqoqCi8vb2ZOHEiAPv27aNjx45S8by3tzfu7u54eHgAUKdOHU6fPs3x48fZsmVLhQjZ/9VfXY+6dOkCgImJCeHh4cTGxhIREVGhU098fDzR0dEsWLAAeF4o+8UXX7Bt27b3qjhw9uzZXLlyhRMnTkjH5ebmxrlz55DJZJibm7Njxw4Ajh49SteuXZk4caIUj/fn6+b27du5du0adnZ2JCYmsnTpUgAWLFiAubk51tbW3L59m+vXr2NmZoaTk5PUuSsxMRErKyvMzMyk7QYNGiR1o5sxY8YL70sEQRAEQRCEfwdR8i0IgiAIgiAIgiAIwjvzxx9/MHnyZPLy8sjIyKBNmzYAWFlZERsby+jRo+nfvz99+/alZcuWaGhooK+vz8OHD1+4z7Jikhd1H6nK2+pIoq+vLxVT2NvbV3jsdRXBtG7dmoSEBCwtLcnOzmb69OlcuXJFelypVErRK7NmzQKguLj4f36+v9tZwN3dnYULF2JgYCAt8/HxwcLCAltb2wrjGzhwII8ePSI6OrpCZ5U/s7Cw4PTp0y895rLCnCFDhrz0tuWVvWZlnev+rvJdK06cOEFOTg4RERGoqalhYWEhRTPZ29tz9uxZTExMpHPs6OjIzp07adasGRYWFowcORJ4/jqsXbuWjz/+mK+++uqVjut1qCp6U19fHzs7O5RK5V/Gbs6dOxdLS0tMTU1p0qQJAEuWLGHcuHE8ffoUDQ0NQkNDX7j9/fv3MTExoW3btjx8+JAVK1aQkZFBTEwMPXv2JD8/n3nz5qGiokJBQQE9evQAKhYtXLt2jYULF+Lr60tJSQleXl7S9UkQ3me5ubkvvC4eO3aMtm3boqWlhZ2dHXv37gUgOTmZzp07c/fuXby8vDhw4AAqKiooFAratm1LREQEDRo0eJuH8ZfkcjkxMTGcOHGCBw8e0KBBA6ysrPjll1/IzMyUCv++/PJLxowZw7x589DT0yMtLY309HSmT5/O8ePHqV+/PuHh4dja2nL37l169erF6tWrefbsGbt37yY0NJSioiJSU1OJiopi8ODBZGRkMH/+fKZOnUrdunVZtmwZ58+fZ/LkyXh4eGBtbc3MmTMZPnw4oaGhjBs3jqSkJNasWfOOz5ogCIIgCILwLonCHEEQBEEQBEEQBEEQ3jqlUsmUKVM4efIktWvXZuPGjQwaNIhDhw7RtGlT0tPTOXXqFFpaWkyaNImkpCQyMjIICAhg69atpKWlcenSJTp27Ej37t25ceMG1apVY+bMmWzevJkWLVrg5OTEzp07uXbtGrVq1WLp0qW0atWKM2fOYGVlRVJSEidOnODbb78lMTERGxsb7t+/zy+//PKuT88rGTx4MM7OzoSGhlJcXIyvry9OTk7S43FxcVSvXh2lUkm7du24c+cOTZs2JTg4GFNTU7y9vYmOjpaKFMq8TKHT33Xz5k0+//xzdHV1cXZ2JjExkfPnz3Pjxg1SU1NZsWIFnTp1wsHBgYMHD5KWlkbDhg05ceIEe/fuJTU1lWfPnqGhocGUKVO4evUqNWvWJDg4mCdPnlSISXN2dmb8+PHcv3+fR48eoVAoyMzMZN++fRw5ckSKily7di2mpqYYGxtjbGxMUlISQUFBmJiYsGnTJoKCgqhZsyb+/v7s2rULCwuLl447KV8AsmXLFoyNjaUCJBUVlSrjnso8ePAAfX19AFq1akVOTg7wPA4KoGbNmi//QrwBVUVvGhkZ0a9fvwrrlS9qKvu5LE6nPAMDA8LCwiosCwwMlH4ui3yTy+XMnj2bW7dukZiYyPDhw3F2dsbY2Bh1dXV+/PFHNmzYwKpVq6QYrJKSEpKTk0lKSmLAgAEkJSXh4uJCy5Yt2bp1K2fPnmXVqlVs2rTpVU+LILxxDRo0oHnz5jg7OxMcHIxcLkculyOTycjLy2PatGlUq1aN48ePs23bNhYsWICOjg7R0dFcuXKF8+fP4+joiFKp5NGjR+Tn5zNjxgwA1qxZg4mJyTs+wucaNGiAjo4OP//8M9ra2ri4uLB48WKSk5Pp1KkTampqFBQUcO7cOVRVVVEoFERERNCzZ0/8/Px4+PAhMpmMgIAAmjZtira2NgUFBWzZsoXExER0dHQICAhg8uTJuLm5ERkZSUJCAi4uLuzatYsZM2ZQu3ZtBg4cyMSJE7GxseGHH37g6tWr5OTk4OTkxJgxY2jTpg2Wlpbv+nQJgiAIgiAI79j703tSEARBEARBEARBEIR/jaNHj6Knp0dISAgPHz7EwsKCdu3asWrVKoyNjUlMTOTcuXNkZ2fj5OTEihUrcHNzY968eairq7N//34WL15MUFAQhYWF/PHHHwwdOhQdHR0KCwvx8vJi6tSpNGzYkJs3b2JjY8OWLVsoLi6mR48exMTE0LZtW4KCgqhRowZGRkbMmzcPZ2fnN3bMcrn8tcSU/DcaGhrs2bOHtWvXMmTIEOrVq4evry8A1atXp3r16qxbt46vvvqKtm3b8uDBA06fPs3ixYsJDQ3F39+fOnXqEBkZyR9//PGXMUtl5s2bh5mZGZs3bwZgx44dyGQyunXrJnV/AVi1ahWWlpZ4e3sD8Pvvv+Ph4YGhoSG1atWisLCQkpISHjx4QJ8+fThx4gTjxo1j2rRphISEoKKiwsaNG4mPj2f58uVUq1YNmUyGgYEBqqqqREVF0b17d0xNTRkyZAhffPEFp0+fJioqimHDhlFUVESXLl1ITU1FQ0OD2rVr4+Pjw+HDh4mNjeXQoUNSJ5c7d+6wefNmNm7cSFBQEDk5OYSEhHDmzBmio6NfqXtKUlKS9GefPn0qFDxVFfekoaEh/VyvXj0yMjIoLi4mPT0dbW1toHIc1D/Ny8SFqaioEBAQQHBwME5OTvj6+vLRRx9Rv3591q9fz9atW/H19cXGxgZbW1tu3rwJQGpqKn369OHx48f07NkTHx8frKys+Pzzz6XORILwvvlzPN5vv/3GmTNnADh48CBTpkwhKCiIvLw8NDU1WbNmDSkpKSxatIhBgwZhZ2dHfHw8tWvXpl69eshkMnx8fMjKyqK0tJROnTpJxT3vS1EOQNeuXcnOzqZOnTrIZDJWrFhB27Ztad68OZqamgDUrVsXhUKBQqGgU6dOUjze8uXLCQsLY82aNdy+fVvaZ1lknomJiRQbWL9+fX744QeqVatGbGwsbdq0oaioiNLSUgoLC2nbti3btm1DT0+PmJgYDAwMUCqV1KlTBy0tLdauXcuoUaPe1WkSBEEQBEEQ3hOiY44gCIIgCIIgCB+cjIwM0tPTsbGxISMjg4ULF0rRMC+7vSAI70Zqaiq7d+8mPDyc5s2b07dvXzQ0NNi2bRuff/452traDBw4kL179/L06VMcHBwYN24cWlpaVK9eXSpwSUpKkrqNmJiYoKqqio6ODmpqavzxxx/Exsaip6dHUVERurq65OXlkZycjKWlJdeuXUNLSwtXV1eWL1/O3r176dChA4GBga8tVup94+fnJ0WcpKenk5SUhLW1tfT43bt3qVWrFmFhYaxevZrg4GCKiopeGLNUFkE1ePBgli1bRu/evXF3d2fkyJGMHTuWhw8fMnz4cOzs7AAwNzdn48aNDBw4kKysLLp3705MTAxPnz7ll19+YcSIEfz+++9S9yJ3d3f27NlDbm4uGRkZ9O3bl1q1ajFv3jxMTEwoKCjA1taW0tJS1q9fT0pKCpcvX8bDw4Np06bRrVs3OnbsyJMnT1i/fj0rV64kMTGRe/fuUVpaSr9+/TA3N2f48OEVzgM879BSo0YNmjVrRl5eHtevX8fU1FTqYvMq3YM0NDSwt7enqKiIlStXkpKSIj3m7e1dKe7JwcEBJycnPDw8WLx4MaNHj6a0tJTPPvsMDQ2N/3kc/0RlnXMA9u3bBzyPxvuzAwcOVFrm6upaIVZt2bJlb2aQgvCalY/Hi4yMRFVVFaVSyZIlS1i1ahXx8fHo6OjQsmVL7ty5w4QJE9i6dStbtmxh2bJlBAYGMnLkSEaNGoVMJmPmzJmYmpry5ZdfSp+n942Kigq6uro8e/aMxo0bc+/ePXr27Im+vj5RUVHo6OigVCpRKpWMGjWK7777jocPH9KoUSPkcjn9+/eXumyV7a8sMi8pKQlHR0f2799PSkoKvXv3Jjc3F1NTUwwNDQkODmbw4MFUq1YNFRUVHBwc2L59OyNGjKBatWrSGD/99FMWLlxIu3bt3tFZEgRBEARBEN4XojBHEARBEARBEITXxsLCgtOnT/PNN9/g4uJCs2bNKq1TWFiInZ0dTZs2JSQk5G/tV6lUAv/pBpCRkUFUVNT/XFjzqtsLgvDqDA0NcXV1ZdasWQA8evQITU1Nbt++zfjx49m0aRNXrlyhtLSUpKQkPvroI1q1akX37t2lyfbi4mICAwMJDw9HoVDw888/07VrV+la8eOPP9K2bVvi4uLw9PRk7NixqKurk5CQQHZ2Nt27d0epVDJ06FDmzJnD7du3kclkfPPNNzg7O+Pr64uFhQW2trY8ffqU4cOH8+zZM+rVq4e9vT2XLl0iMTERLS0tdu7cSd26dZk2bVqlZePGjePGjRu0bNmSFi1avLNzDs/jhZydndm3b1+V5/Pw4cNSwYlSqSQ7OxuZTPZfY5a6dOmCmpoaLVu2JCcnhwsXLrB27VqUSqUUtVS2HjyPNLp+/To1atRg2rRptG/fHmNjY2JiYtDW1iY7OxsAU1NTnjx5QkBAAMbGxgDo6+tLHWfq1atH+/btqVWrFg0bNmTv3r0YGRlx4cIFbGxs0NDQIDo6GmNjY7y9vVEqlTRq1Ii5c+eioaFB/fr1qzwPZcdaRqlU0rp1ay5fvixFeikUiv/5dTAxMZG6GAEVikv79etXKe5pxowZUpQMwNmzZys8Xj7SqXw01D9Rfn4+zs7OzJo1i5UrV/Lo0SPat2/Pxo0buXfvHuPHj6+wzMfHh4yMDG7duoWenh7bt29/14cgCK9d+Xi85cuXo66uLv3e+e2334DnxYY3btzg559/ZsmSJejq6gKgo6PDpEmTWLVqFU+fPmXChAksXboUHR0djIyMaNu27Ts7rv8mKCiIwMBASkpKyMrKwsfHh9q1a6OmpkbdunUxNTUFnheFPnnyBF9fXxQKBY6Ojty4cYPExETg+XVz1qxZfPHFFyxYsIAvv/ySY8eOoa6uTufOnZHL5YSHh+Pi4oJSqWTfvn3069cPmUyGvr4+BgYGdO/enb1791YYn4qKCqNHj37r50UQBEEQBEF4/4jCHEEQBEEQBEEQ/idlE5NVmTdvXoW/l5SU4OLiQlZWFtWrVyc/P5+tW7cCsG7dOnR1dZHJZFVOpmVmZpKVlcXOnTtp3LgxAJs3b+bMmTPExcWxbds2bt++zbBhw7h+/TqHDh2iefPmLF68mKioKFRVVdm+fTv6+vrSeMpvHxkZWWki/cGDB4wdOxYtLS3u3r3Lrl27aNWq1Zs5kYLw/ymVSgYOHEhycjJeXl4MGjSIbdu24eXlVWndskkoDw+Ptza+su5UX3zxBQkJCYwfP/6V9ufo6Mi0adOkAjmZTEZERAQFBQXMnTsXAG1tbZycnLh37550DXBwcMDS0hI1NTVsbGyYM2cO69evp0GDBmhoaFT4prqNjQ0bN26UPv83b95k8eLFNG3aFEtLS3JyctDU1KRGjRo8e/aMs2fP8vjxY+B5IcSRI0c4fvw43bt354cffiAlJYUuXboQGRmJgYEBhYWF2NrasmvXLkxNTVm1ahWFhYXExsYSHByMv78/1tbWqKmpERERwdKlS3n27NkrnbdXZWJiwuzZs3F1dWXXrl2Vzmfv3r1RUVGhd+/e1KpVC11d3SpjlgApWgmedy7q0aMHmZmZaGtr4+fnJ3XCMTc3r7Behw4duHLlCp999hkJCQkcOXIEdXV1LCwsuHTpEmpqahQUFODp6UlCQgLDhw9nypQpFBQUEBcXR8OGDXnw4AENGjQgLy+P9u3b07hxYx48eIChoSEFBQWMGTOG5s2bM3LkSJo0aUJubi6jRo3i9OnTZGZmolQqefz4MevWrcPR0ZGnT59St25dNDU1ady4MZcvXyY3NxdLS0sKCgpo2LAhjRs3ZujQofTq1YuaNWvi7+//9l44AXhewOfi4oKfnx/bt29n/vz59OzZk7lz5xIXF8e+ffsqLQNo06YNgYGBTJ48mfj4eMzMzCrt+23EzAnCm1I+Hs/U1JT4+HgMDAzYv38/9erVo3nz5jRs2JCuXbty+vRpZs+eTa1atYDnxY5r1qxh1qxZ7N+/H11dXapVq0bPnj0pLCzk999/f5eHVqXynbHKd7gr+xzPnj27ym3gebezo0ePVnp85cqV0s/lCxzLfq6qaLKq9cqEhoayevVqDh069NcHIwiCIAiCIPwriMIcQRAEQRAEQRD+NrlczqpVq1AqlXh6evLtt99SUlKCt7c39vb20nru7u4sXLiQZs2aMW7cOJKTk1FRUeHSpUsYGBjw+PFjJk2aRExMDMePHyckJARvb+8qJ9Patm3Ljh07KozD09OT1q1b4+vrS0ZGBg8ePCAiIoJdu3YRGhqKjY0NWVlZyOVyUlNT8fPzIyAgoMrtL1y4UGkifeTIkdy5c4eTJ0+SkJDAsmXLxASs8MZlZ2ejqanJ4sWLKSkpoUmTJlUW5bxrJiYmmJiYvPJ+VFRUWL9+fYVl3t7e0s8ZGRk0b968Ukzd2LFjGTt2bIVlly5dQl1dncmTJzNixAhWr14tPZaWlgY8n6Rzc3Pj9u3bAJw+fRo3NzemTJlCly5dKCkpwdfXl9TUVCIjIyksLGTs2LEUFRXh7+9Pbm4uAHv37sXDw4OkpCQ6d+5MVlYWBw4c4Msvv2TdunUMGTIEgG7duhETE0PLli2lTgZdu3aVrm1vQ/mJS/jPpGH55X8+n3K5nPbt21NSUkL6JZ7fAAAgAElEQVRRURGbN2+ucD6rilkCCAkJYcaMGYwdO5Zq1aoxcOBALC0t6dGjB/Xq1ZPWi4mJYePGjVhZWdG8eXPMzMykrkQpKSnIZDLi4uLw8fFh+vTpjB49mk2bNqGpqUlAQAAZGRlkZGSQnZ1NQEAAhoaGDB06lOrVq2Ntbc2BAwfw9/dn0aJF6OnpoaGhwc2bN7G2tiYyMpLhw4dz//59goODMTAwYPLkyTx9+pTS0lIePnzInj17CAsLQ6FQoK2tTUREBAqFgv79+wMwZcoUpkyZIh1P+WKOvxv38ufXRfj7QkJCmDBhAh07diQ1NZV58+ahoqJCQUEBPXr0qHIZVOwmcu3atSoLcwThQ/bneLwnT56wY8cOHB0d+eabb0hPT+fUqVP06dMHKysrPv30U4YNG8bq1atxdnbm888/R6lUMm7cOEJDQzEyMmLfvn2kpqaip6f3rg/vgzR06FCGDh36rochCIIgCIIgvCdEYY4gCIIgCIIgCC/l2bNnHDt2DBsbG6KioqQJy/KFOWW2bt2Ko6MjxsbG3Lx5k3379vHZZ59x9OhR1NTUpG4VtWvXfuFkWteuXQH44Ycf2LZtG/b29pUm1Dp06ICqqirNmjXj2rVrpKamIpfLpYlPXV3dF26flpYmtbkvm0iH5zEr6urq0iSeILxpc+bMITo6mn379uHv7y91qAkODubgwYN888031KxZs0IhQFZWFhMmTGDr1q00bdr0tY5HLpezcuVKcnJySE9Pp3379qSmpnL06FEmT57MzZs38fX1Ze3atXTo0AEVFRVKSkpIT0/H0NBQ6nz1Njg4OFBQUICBgQFPnz5l4cKFFWKCAHr16sWZM2fIzs5GV1eXR48ecffuXby9valRowa2trYsWrSIJUuWEBERQZcuXcjNzZWisJ48eYKmpiaqqqrk5uZSVFTE2bNnuX37NrGxsdy6dQtjY2MSEhIAuHjxohS/FR0dDcDly5ffyvl4VS8bs1RVdJK3t3eFQiuoGLdUxsfHB6VSiYODA3fu3GHEiBEYGBhIz7lq1So8PDzYtm0be/fu5dGjRxgZGUnXeF1dXXR1dRk8eDBffvmldN23srLCz8+POXPmUK1aNaKionBwcGDlypVMmzYNS0tL6tSpw+3bt8nMzKRTp04AUvee+/fvk5qaiq2tLQA5OTkolcoK8VbC2zd27Fhu3brFwYMHMTQ0xNnZWbpPKCkp4fTp05WWJScnk5SUxIABA/h/7N17XM73/8fxR1elEioqWQ4VydlFTh3kqhyL1Gqbs5B8+ZnTNmbltIk5HzYxp2UTc4jkmJJLUxmSZtMciylS6KCUq65+f7j1WSk7Om3e97/qc3x/Pq7rc7W9X9frmZyczPDhw1/lJQjCC/Gs57aXlxdeXl7S8h49ekg/HzlyRPr58OHD0s/+/v60atWKo0ePvsghv/ZycnKIiYmRCm7/CoVC8Z+PFRQEQRAEQRD+GlGYIwiCIAiCIAjCX9KxY8dnTlg+LSUlhcTERB4+fEheXh7Nmzfn0qVL1KtXDyMjI5YsWYKnpydAtRNsFy5ckCJUhg8fLk2mxcXFVYpQqThRWlZWho2NDb1795a6cahUKrS1tavd38rKSpp4KJ9IB/jpp58oLS0lOTlZWiYIL1L5hFrPnj0pKSmRlqvVaoKCgoiNjUVPTw+1Wk1qaioZGRmMHTuWDRs2PPeinHJFRUUsWrSIDz/8EDc3N/Ly8qT3zt27dzl48CBubm7MmjWLzz77DGNjYxYvXoy9vb3U+crOzu5vndvCwqJKt5xniYyMlH5+1kSYg4MDH330EWq1mqFDh7Jv3z7q169PZGQkdevW5cKFC6hUKk6dOiV1+LKwsODy5cs0bdqUPXv2kJ2dTZ8+fXj06BHGxsZoa2tz6dIl5HI5HTp0YNasWXz55Zd0796d2rVrs23bNgwNDVm7di2urq40adLkpXQeUCqVREdHVylOel3dvn2boqIiatSoweTJkyuta9GiBSdPnuTRo0d4enpy584dhg4dWuUZf/HixSrL0tPTqzzLz58/L3VJ27BhA+np6TRp0oSLFy+iVqsZOHAgBw8exNjYmLZt2xIZGYmmpiYqlUoU5bwGNDQ0+Oqrrxg0aBDvv/8+8+fPJzc3F5lMxoYNG/jkk0/w9/evtAye/D3i6upKo0aN/vYzSRDeFOvXr3/VQ3gt5OTksGfPnj9VmPN7Eb+CIAiCIAiCAKIwRxAEQRAEQRCEv0gmk/3pCUsbGxtcXV3x8PBg2LBh7Nq1C21tbbp160b37t159913uX37NsAzJ9Oq06ZNG2bOnMl7773HokWLqqxv3749ZmZmKBQKNDQ0GDx4MP7+/tXuv2PHDrZs2VJpIj0nJwdTU1M8PT3JysoiNDT0Odw5Qfh7srKyaNKkCXp6egDSxM+6desICgrC3Nz8hZ27PP6lU6dOREdHo6enR05ODgCpqam0adMGlUpFs2bNaNeuHcuWLSM8PJxGjRpV6nz1ImVkZDB06FBUKhU1atQgMDCQ5ORk+vXrR3FxMbt37+b+/fuMGDGCX375BUtLSz777DNsbGxo2LAhKpWK7du3ExgYyP3791GpVGRkZKCnp8fmzZvJyclh7969LFiwAF1dXYYNG8aWLVv44YcfaNasGa1ataKwsJCkpCRatWrFrVu3iIiIwMjIiClTpjB8+PBqO8W8aHfu3GHTpk2MGTOm0vI/mjz8JzFLf7dDwPTp0/npp59wc3Nj2rRp5OXlIZfLWb16NSEhIRw+fJgLFy6gq6vLlStXaNy4MWfPnqVz585kZmYSGBjIvHnz8PLyQi6Xk5+fz9SpU4mMjOT27ds0atSIRo0aERgYyOTJk0lOTiY+Pp4ePXqQlZXFlClT+OWXX+jUqRMZGRkMGDAAFxcXTE1NMTQ0xNzcHFdXV/r06cO8efOwtbXl4sWLnDx58m/dJ+Hvqfja3L17N1C5+0e5vXv3Vlk2YsQIqZhYEP5rRDze3xMfH8/UqVPR19fnvffeY+fOnahUKkxMTNi5cyfr168nKioKhULBkiVLWLVqFVu3bkWpVKJUKpk7dy7t27enbdu2tGnTBldXV8aNG0eLFi3Iy8sDnnQlWrhwIQUFBUyaNIkRI0bg7OxMdHQ0mpqaeHt7s3btWkxNTV/x3RAEQRAEQRBeNFGYIwiCIAiCIAjCXyaTyZg2bRqurq5oaGjQqlUr1qxZU2U7f39/xo4dS3BwMGVlZSxbtoxHjx4RHR2Nm5sbDx8+lLY1MTGpMplWMbKnIgMDA2JjY6Xfy7tqVJyYCAgIICAg4E/t//TYc3JyaNiw4Z/u1iEIL5KJiQk3b96kqKgIXV1d1Go1AIGBgYSHh9OyZcsq8W7PS3n8y927d3F1dSUiIoKysjJKSkqwsrLihx9+oEOHDhQXFzN58mRu3bpFQkICO3bsoH79+pU6/7woxsbGREVFoaWlRf369bl8+TJFRUVERUWxY8cO1q9fj7GxMf7+/hw/fpz27dujq6uLSqUiPDychIQE3N3dsba2RktLi++++w4DAwO++OIL6tevz969e3F1daVjx47UqFGDdevWkZ6ezqlTp2jUqBGDBw9myZIlBAYGMmjQICwsLAgLC2P06NEkJyezcuXKF34PqpOZmcnu3bsJDQ1l6dKlfPDBB9SrVw83NzdGjx79Ssb0LOWdfVq1aoWZmRnDhw/Hz8+PH374AQBDQ0MuXrxIdHQ0J0+elOKv4EmMWe/evQkLC6Nly5ZSUWZSUhK9evXCwMAABwcHDA0N6dmzJ/3790dDQwNnZ2dWr17Njh07SEhI4JdffkFLSwsbGxusrKy4cuUKM2fO5Ntvv6VXr16sWbMGBwcHYmNjycnJQaFQUFZWRv/+/cnPz+f48eNoamr+5Ws/f/48iYmJVQqoXoXXsdNSWloac+fOfSXFbYIg/LcdOnSIRYsWSc/zESNGoKenR2BgIDExMfj7+3Pz5k22bt1KWlpatce4desW8fHx6OvrM2DAAMLDw6lbty5NmjQBwMnJib59+1JSUoJCoWDEiBG4urpy/PhxunTpgkqlEkU5giAIgiAIbwhRmCMIgiAIgiAIwp9WsfDFzc0NNze3SuvLuwdUnECrrrhFfKtXEP48mUzGzJkz6dGjB/r6+syZMweAGjVqEBoaio+PDytWrKBly5bP/dza2tpMnz6dzMxMAgICiIiIAKBZs2Z4eXlhYmLCoUOHcHJykiKuMjMzGTRoEJqammzYsAFLS8vnMpaKnXHatWvHl19+ib+/Pz///DPXr1/H3NycrKwsPv/8c1q3bs3Vq1dZvXo1169fx8/Pj4KCAjIzMwkODubIkSOYmJjQtm1brK2t2bVrF1FRUTg6OgLQtm1btLS0mDNnTqUOMIcOHUJLSwu5XC5F4+Xk5JCeni5t4+npydChQ7G2tsbJyem5XPuzKJVKVq5cSVlZGffu3WP8+PFs3ryZgoICVCoV/fr1w9LSEh8fHzIzMxk9ejTDhg2jf//+FBQUSF0BFAoFnTp14uTJk4wePRp/f3+uXr3KhAkTKC4uplevXgQGBuLr64uBgQGJiYn06tWLOXPmcObMmSodAv6ua9euSZ8rnTp14urVqwBSxGGPHj2IjY1lyJAh9OvXj+HDh6Ojo0NMTAwTJ04kIiKC7OxsPvzwQ7Zt20Z8fDy3b9/m6tWrDB48mNTUVD744AMKCwu5dOkSd+/elY4fEBBAQkICd+7cwc/Pj8jISNq0aYO2trbUYUhTUxN9fX309fUxNjbm9u3b1K5dm4MHD/7ta5bL5cjl8n9y24Q/8KwiX0EQ3mwTJkxg/vz5bNq0ibFjx0qFt5mZmVhbW2NtbS1t+3RsbjkbGxv09fWBJ38PlMdVNm/eHIDExETmzZuHSqXi559/BmDIkCEsXLiQ9PR0vLy8Xvh1CoIgCIIgCK8HUZgjCIIgCIIgCILwFAsLC9EtR3jpqnvdlf/u5eVVafKmYnzLkSNHXtiY5HJ5pe4ZCQkJAPj6+r6wcz5Lxc44w4YNY9myZZiamtKyZUuMjIwYPXo09evXZ9OmTSxevJiAgACGDh1Kbm4uSUlJLF++nHHjxlGzZk3Wrl0rFTKdPXuWpk2bVjpXWVkZxcXFXLp0SVqmra1NaWmp1FVl5cqVNGjQgNLSUjQ0NFi7di0AtWrVok6dOqxatYoFCxa88PtSVFRE9+7d0dDQ4PTp0xw7dkwqvIHfos8GDhzI6tWruXbtGsbGxhw4cKDS5KKXlxeLFi2ie/fu+Pr6EhAQwKZNm6SuQLdu3QKeFFauWrWKrl27MmfOHD799NMqHQL+LisrKxITE2ndujVnz57Fz8+PX375RbqG0tJSPv30UwCpOMrW1pYvv/yS48ePs3v3boqLi9HV1ZWiFL29vQFQqVRMmzaNGTNmoFAocHR0lK5fJpNJsYiOjo6YmJgAVIloVKvVFBYWkpOTQ3Z2Nt7e3ly8eBE/Pz8GDRpEz5498fX1Ze7cuYwYMYKUlBTatm2Lrq4uBw8e5P79+ygUCszMzKhZsyZTp04FqNSlRqlUcvr0aT788EOOHj1KaWkp7u7u/+i+/hUXLlxgwIAB3L9/n+3btzNy5EipGC44OBilUsmyZcsoKSmRouLy8vIYNWoUderUITMzk+3bt2NpacnGjRvZsmULAKtWraJjx460b9+e9u3bk5yczJYtW5DL5dVuN3v2bI4fPy7F6QmCIDxvRkZGBAcHk5GRQdOmTZkxYwbbtm0jICCAsrIy6XMfnnTbvHPnDvDkOVmuYjSkgYEBt27dwsjIiCtXrgCwePFiNm7ciLm5uVToY2VlRUZGBjt37mTbtm0v63IFQRAEQRCEV+zZoeKCIAiCIAiCIAiCIAiviXv37uHj44NCoeDkyZMUFhZib2+Pi4sLK1aswNPTU5pA09bW5vDhw3zyySccOHCA06dP079/f06cOMGoUaNo2rQpZmZm2NvbExgYyMyZMyudy9fXF0dHR3bt2iUtc3d3x9PTk7CwMIKCghg9ejQuLi64ublRWFhYaf9BgwaRmppKixYtXvh9Ke/28tZbb9GmTRvgSRFTfn4+ADo6OlhYWBAfH8/WrVtp1qwZbdu2ZejQoaxYsQKApKQkOnTowJgxY6hbty779u1DqVQyfPhwFAoFKSkpUleg8nPo6ekBv3UIqFWrltQh4O/y9/fnu+++o3v37ujo6FSJaDt9+jSOjo507dqVnj17AuDg4EBpaSkGBgY0bNhQKrjy9/eXYshcXFw4d+4c7u7uTJw4EQsLi78VszZ9+nScnJyYPXs29evXx9vbm1atWtGwYcMq2965c4chQ4YQExODubk5P/74Ixs2bKBu3bqsXbuWx48fV3sOpVJJaGgoarWavn37vtSinHL79+/Hzc2NpKQkoqKiOHnyJHl5edJEc1FREYcPH2bcuHGsX78eeHK9YWFhrFq1ikWLFpGdnU1ERASxsbHs27dPKqi6c+cO69evJzg4mC1btlS73e3btzl9+jTff//9C4vpEwRB+Oqrr3BycqJ///6sW7eOiIgI+vfvL8VW1a9fn+joaIyNjTl37hz6+vr07NmTixcvVnu8WbNm4eHhwZgxY6TOOV5eXgwcOBA/Pz+MjIykbd3c3KhRowYGBgYv/DoFQRAEQRCE14PomCMIgiAIgiAIgiAIQhUVo+teB9u2bcPT0xNfX1+GDh1K+/btOXXqFPPnzyc5ORmZTEavXr1wdHTE1dWV9957r0pXGw8PD9555x0KCgooLCwkPj6+0jnK4/jGjh3L2LFjK62bMmUKU6ZMkX4/fPhwpfUVI/w0NDQYMmTIc74D1avY1aXiz1paWmzbto2GDRuyYsUKVqxYwbJly3j33XeZOnUqMpmM3r17M3ToUACSk5MpKysjPT0dQ0ND6tWrx/bt26t0BXq6i0x1HQL+qordog4dOlRpXcXuTE5OTtK/UTlnZ2eSk5MBCAoKkpbr6elV2/msb9+++Pr6EhgYiIWFBb6+vqjVavz8/Lhy5Qq1a9cmOjqaoqIiHB0dmT9/PkqlEoVCgZ2dHWq1moSEBK5du8aPP/6Iubk5J06cYOnSpdStW5eHDx+SlpbGr7/+ysaNG/Hw8CA2NpYdO3Zga2tLYmIicrkcTU1NwsPDOXbsGFeuXCEsLIzWrVsTFxfH3bt3sbCwwM3NjS5duuDn58ekSZM4f/48derUITQ0lAcPHjB69Gjq1q1Lamoq+/btq7ZA6K8qL7wyNzcnJycHHx8fcnJySEtLIyMjA0DqYiOXy4mKigJ+i3+Ty+VcvXqV69evk5ycjLOzc6XjN2vWDF1dXen41W1348YN2rVrBzwpPDt69Og/vi5BEISnPf25PnLkyErrMzIycHV15bvvviMkJIQBAwbg5+dXaZuKn0ldu3bl3LlzqNVqqZPO6NGjGT16dJVzv8y/EwRBEARBEITXg+iYIwiCIAiCIAiCIAjCa8/FxYVly5bh6elJQUEBderU4fbt29K33eGPu9pU92325y0sLIwFCxZUOxH3MiiVShISEtDQ0KBTp07k5ubi7OzMmTNn6NmzJ2PHjsXIyIg6depQs2ZNCgsLKSkpYePGjezYsQMvLy/mzp2LsbGxVGzRuXNnevToweHDh5kzZw4Aly5dwtbWllmzZmFnZ0fv3r1566238PDwwNnZmQkTJjz36xowYAD9+vXDxcWF+/fvM2nSJOnfPzc3F5VKhaurK05OTnh7e0sdlAIDA3FwcMDFxYWcnBwAvvjiCxwdHZk3bx779u3D1NSUEydOcPDgQebOncvRo0c5evQos2fPlsZgYGDAo0ePSElJYffu3bi4uHD79m2Ki4tp1KgRCxYsQFNTk7y8PBo2bCgVypSWlmJlZUXv3r3R0NDgzJkz2NraEh8fz8cff4y1tTX16tVj165djBs3jjZt2pCWloa9vT0AZ86coaCggNjYWAYNGsS6desAePDgATt37mTatGmEhYX97r0LDAz8U/e5YuFVdnY2np6eKJVKHBwcpOiv8kKo5ORkKQbup59+orS0VFpmaWlJ586dUSqVKJVKqYCn4vHLysqq3a5JkyZSVExSUtKfGrcg/JfduXOnUuFhRSEhIWzcuPElj+j3PX78mIEDB9K3b18GDx5MSEiI9AwKCQmRClk//fRTFAoFLi4upKWlVXpW/d52L0pGRgbOzs44OjoyYcIEpk+fzvHjx/Hz82P9+vUsWbKEoUOHUlZWxvjx43FxccHd3Z0HDx6gVCrx8PBgwIABREZGYmdnx8SJE5HL5VLk6NatW+nWrRtWVlZ88803eHp6SsscHBykZ2t1+wqCIAiCIAj/fqJjjiAIgiAIgiAIgiAIr70OHTpIk/XlXFxcKv3+R11tyr/N/iJ5e3vj7e39zPVpaWlcv34dKysrAgMDq+3q8mdV7GpUHr81f/58LC0tOXToEHXr1uXOnTvIZDL69evH0qVLKSws5JtvviE6Oprjx49z48YNSkpKmDlzJkqlkiFDhlBcXMzBgwe5e/cuzZo1Y86cObi7u6OlpcWwYcO4cuUKISEh+Pv707VrV9q2bcuuXbuYPXs2Pj4+2NnZMWPGDBISErCzs/vb1/e0oqIioqKi2LFjB2vWrJGKVbZu3cq6deuYPn06Bw4cQE9Pj8DAQGJiYjA2Nub69evExcVJhSXl927VqlV07doVXV1dqQhGJpOhoaFBnTp1ANDU1JT2+eCDDwD45ptv6N+/P8nJyURHR3Pnzh1u3LjB1KlT0dTUxNzcnJ9//lnqmNCgQQPy8vIYOHAg8+bNY9y4cdSqVYubN2+yfPlybt26xaVLl6Rosaddu3aNjh07AtCpUydOnDgBgK6uLvCku83Vq1ef230uJ5PJWLZsGeHh4ZWWa2tr07dvX4qKiggLCyM/Px9TU1M8PT3JysoiNDQUExMT3N3dcXJyQlNTExcXF2bNmlXlHM/aztbWlu7du9O+ffvnfl2C8G9jZmZGQEDAqx7GnxYeHk6XLl0ICAjA39+/2m0uXLhAeno6SqWSlJQUFi5cyODBg//Udl999dULGbexsTFRUVHSZ115IerGjRsJCQmhpKQEPz8/9u/fT+PGjVm7di2HDx9m3bp12NnZ8fjxY6mQZvLkycyePRuVSsXEiRPp1asXq1evJi4ujvT0dCZOnIhMJquy7MCBA9y7d6/Svn379n0h1ysIgiAIgiC8XKIwRxAEQRAEQRAEQXju/Pz8uHXrFqWlpVKnhKfVqVOHvLy8lzwyQXi10tLSiImJwcrK6oWdo2PHjmRnZ1NYWEifPn3Q0NDg7t27lJWVsXjxYo4dO4ZKpaJly5asX78elUqFv78/hYWFTJw4kWvXrlFSUsLOnTt5/PgxOTk5mJqaoqenR1ZWFu3atWPatGnk5uZy9+5d0tPTWbt2LSkpKXz88cdoaGjw8OFDunTp8lyvq2KEUkBAAFOnTgV+K1YpKCjA39+f9PR0MjMzsba25v79+1LRTcVuLeWRTXp6etjY2HDq1Cn69++PWq1GrVZLz6byrjvl+1taWlJYWAjAr7/+iqmpKe7u7ly4cIGFCxfSoUMHXFxcaNCgASYmJty7d4/OnTtz8OBBrK2tqVWrFsHBwUyaNImcnBwOHjyIhYUFNjY2HDlyBFtbWzQ1NSud18rKSopzOnv2LE2bNkWtVnP9+nXUajVApaKj6ly4cIEBAwZw//59tm/fzsiRI1GpVLRr147g4GCUSiXLli2jpKQEFxcXdu/eTV5eHhEREZSVlZGZmUmTJk24ceMGZWVlFBQUAE9ip+rWrUtycjIDBgzg5s2b5OfnAzBq1ChGjRpVaRzlsS8WFhZSN4zqtps/f/7vXo/w73bkyBFKS0txcHAgJiaGt99++1UP6bVS8f1YXFzM0qVLWb58OVu3biU8PJzPP/8cPT095s6dK+2Tnp7O2LFj2bhxI2+99darGzxw/fp16Xlta2vLjRs3pHVlZWVoaGiQkpIixQTCkwLGpztqPWu7F+XevXuMHz++Snzf01JSUvjuu++IjIykpKREKkAtL6CEJ0WHpqamAOTk5JCVlUWTJk3Q1tbGwsKC3NzcapdVt68gCIIgCILw3yAKcwRBEARBEARBEIQXomHDhq9dvIIgvGrr168nLi6OhIQEysrK8PHxITU1lX379tGwYUMmTZrE+fPnUalU1K1bl5ycHG7evMnnn39OUFAQ2traTJkyhY0bN6Knp8e9e/do3749mzdvJiUlBS8vLwoLC/Hx8UFfX59u3boRExPD5MmTuX//Pkqlku+//56oqChCQ0Px9/fn+++/Z/Pmzdja2rJ69Wq2bNnC5s2bWb58OSqViuzsbGrUqEFSUhLjxo1j//79TJ8+HR0dHd555x1at27Nhx9+SHp6OsOGDcPW1haAkpKS53rvKkYoDR8+nMTEROC3YpXIyEiaN2/Otm3bCAgIoKysDBsbG/bv38/EiROB3wpYKk4Ae3h4sH//fpycnKhVqxazZ8+md+/elJWV8emnn1Yag6enJ+PHj6dPnz4YGRmhqamJmZkZ3377Le+++y5aWlrMmDGDrVu34u/vz6RJkzA0NMTExIRHjx5Ro0YN2rVrh6amJk2aNKFz584APHr0CAcHBzQ0NLh16xatW7emqKiImjVr0rZtW0xNTencuTPXr1/H0dGRnJwcHjx4gKurKw4ODuzduxelUklGRgbDhw+vtjvN/v37CQoKIikpqVJXiCtXrgCVOxKtX7+eQYMGcefOHaKiokhMTGTRokX069ePK1eucOnSJR48eMDo0aNZuXIljx49Yv369SQmJrJlyxbkcvlz/bcX/jvUarXUASQtLY09e/aIwpxqVHw/lhfmqdVqgoKCiI2NRU9PD7VaTWpqKhkZGYwdO5YNGza88qIcAEtLS5KTk3FzcyMpKYkWLVpIHe8uXLhAu3btsLGxoV0//oEAACAASURBVHfv3nzxxRcAqFQqfv75Z27fvv2H270o27Ztw9PTE19fX4YOHUpqaqq0Tltbm+LiYgBsbGwYMWKE1EVNpVIRFxcndUmDqrF9JiYmpKWloVKpSE9Px8DAoNpl1e0rCIIgCIIg/DeIwhxBEARBEARBEAThuXj48CHW1taoVCr09fXp1asXlpaWpKamIpfLSUtLo6ysjCNHjlSKt9m5cyd+fn6o1WqGDx/O2rVr2bRpE++//z4mJiZkZWVRWFiIr68vgYGBNGvWDIVCgVKpJCsrizFjxpCfn0/Lli0JDg5+hXdAEP6Yv78/VlZW+Pn54eXlRXR0NNu3bycsLAx7e3spnikgIIC9e/cSHBzMvHnzOH36NNOnTyckJITz58+jpaVFdHQ0PXv2BGDfvn0UFRWxd+9etm7dyrfffkvDhg05duwY+vr6zJs3j7Fjx1KrVi1cXFxo165dlbEZGBggk8kwMTGhXr163L17F21tbWQyGfn5+VIkycOHDwGoWbMmJ0+e5O7duwB88skn+Pv7k5ubi0wmY8OGDVhaWj63e/d0hNLs2bPp3r07tWvXZtu2bTx8+JCgoCDOnj2LgYEB1tbWyOVymjRpgoODAzo6OuzZs6fKcWUyGZs2baq0rE+fPpV+VyqVAGhpaXH//v0qx4iKiiI6OhotrSf/q+1///sfAG5ubpW2y8jIYOfOnVy5ckWKebG3t+fq1avMnz+fkJAQFi9ezMiRIykqKpJiuXr06MGMGTNwd3dnz549aGpqcurUKemcCxYsIC8vDy8vr2qjY8o7BJmbm5OTk4OPj0+VrhAVOxKVdzpr27YtWlpayOVyrl69SoMGDSguLsbZ2Vk6toWFBba2tujq6krHF95cH330ESNHjiQjI4MZM2aQlJTEyJEjOXPmDP379ycjI4OePXtSUlLC9evXiYqKQqFQsGvXLvbt28eWLVsAWLVqVaUOJG+aiu/HDRs2YGZmJnVY0dPTA5AKQdatW0dQUBDm5uYAhISEMGLEiEqFIuXS0tL+cYziH/H09MTHx0cqYKxTpw4ZGRm4ublRr149ANq3b4+ZmRkKhQINDQ0GDx6Mn5/fn9ruWfFY/5SLiwsjRoyoEt8H0K1bN3x9ffnpp59YvXo1kyZNkuI0p0yZIsUfPoumpiYTJ06ke/fuyGQy1qxZU+0yQRAEQRAE4b9LFOYIgiAIgiAIgiAIz8WsWbNo06YNUVFRtGzZstK66OhojI2NWbx4MR9++CFxcXHSukmTJnHo0CE6duyIqakpy5Yt45NPPuHEiRM0adIEMzOzZ57z888/Z+bMmdjZ2TFjxgwSEhIqFf2UO3/+PImJiYwZM6ba42zevJnRo0f/zSsXhL+nVatWyGQyzM3NuXr1KteuXZMmom1sbNDR0UFDQ4NatWrRpk0bysrKMDQ05PHjxzRs2BCA+vXrA3D58mWaNGlC7969ad68OfPmzaNevXpERUWhra2NQqFAJpNx4MCBSmOIi4tj2LBhANjb29OsWTPkcjnt27cH4MSJExw9ehRtbW02b97Ml19+iVKpxMXFBWNjY9atW8ekSZP49ttvMTExYe/evS/sfsnl8koRR09PYhoaGnLu3Lkq+wUFBVX6vTxCCX4ruHmZ/kzMS3WxXNbW1rRv3x5NTc0qxywrK2Ps2LEsWLBAek1UVLEDQ3Z2dqWuEPfu3ePgwYPcunULeNKRqGnTpgD89NNPlJaWSsssLS3p3Lkzu3fvBn7rXiE6PAjl7O3tiYuL4/bt2zRo0ID8/HwyMzMxNTXFy8sLOzs76T3o7+/PzZs32bp1K9nZ2URERBAbGyt1Y6quQOJNUbFDmKurKz///DMmJibcvHmToqIidHV1pSi7wMBAwsPDadmyJd26dSMkJIRhw4ZVW5jzMujo6LB//37gt+ft4cOHq2wXEBBAQEBApWV/drsXoUOHDlJnn3K+vr4ANG3alO+//15aXt7Bp6LyuC34LbYPfvucGTlyJCNHjqy0T3XLqttXEARBEARB+Pd7NX+dC4IgCIIgCIIgCP85KSkpODo6AlT5lruPjw8GBgZ8+umnUneNco8ePcLR0ZGaNWtSt25dLl68SFFREZ07d8bU1BR9fX2g+onflJQUPv74YxQKBceOHZM6P1SkVquRy+XPLMqBJ4U5gvB7lEolgYGB//g42tralJaWAlVf01ZWVlI806VLlzAyMsLAwIDc3Fw0NDSkCcPGjRtL8UPlk7c2Njbk5+cDT17z1UU2VadNmzbExcUxY8YMadmJEyf4/vvv6dGjB6WlpRw+fBgzMzPWrFlDeno6crmcNWvW8Ouvv9KnTx/c3d2ZNGnSP743/2ZKpVLqlvNHymNeAJKSkjAwMKgU3wJIsVwnTpzA29tb+vesONFe8bUUFBSEi4sLXbt2/cPzy2Qyli1bhqenJwUFBdStW5fhw4dLHYmCg4OljhSmpqZ4enoyadIkpk+fjomJCe7u7jg5OeHs7Mznn3/+J++Q8KZwcHAgPj6ea9euMXToUPbt2ycVi5XH3FXn+vXrJCcn4+zszNtvv/3Gd16q+H7s3bs38OS9O2PGDBo3boyhoSF2dnYcOHCAlStXkp6ezrRp09ixYwfnz5/H1dWVb7/9ll9++QWFQoFCoWDVqlXAk85dPj4+2NraSgV5wssVEhIifd4LgiAIgiAIbwZRmCMIgiAIgiAIgiA8FzY2NsTHxwNPJpvLXblyhfPnz5Obm0tgYGCVbgq6urqcPHmSwsJC7t+/T6tWrdDV1eXcuXNkZ2dTUFAAIE1eFxcXc+XKFeLj4zl37hyFhYWMGDGCvn37smzZMlxcXMjJycHX15eJEyfSt2/fSkUV7du3Z/Dgwdja2nLmzBkiIiK4cOECCoVCim8RhBelvBDm3XffrfJe6NKlC3p6enTv3p1jx47RsWNH2rVrR05ODqtWrSIrK0s6RlpaGiYmJuTl5aGlpYWHhwePHz/GycnpL3V/MjAwIDY2lh07dkjRJnPmzOHmzZs0b96c4cOHA0+isr7++mvp2/vjx4+X4oyGDBnCl19++U9vze9SKBSVuuX8kbS0NGJiYp65rrxLUEXlhYUvmqenJ/Hx8fTp04ecnJxKMS/l/8Zdu3YlIiKC/v37k5aWVu1x3N3d8fT0JCwsjKCgILZv345CoajUEai4uJjly5dz9uxZBg0aBEBqaipGRkaUlJSwZcsWLCwsCAoKQi6Xk5ubS5s2bXB1deXEiRM0bNgQd3d3ANavX49CoWDUqFHExsZy/PhxZs2aBfzW4cHCwqLS+YU3j6mpKbdv30ZbWxsHBweWLl2Kvb09QJUOLhWLy8q7MSmVSpRK5Rv/eSyXyzly5AhKpRJbW1vp+SyTyfDz8yMnJ4eEhAS++eYbLl++zHfffYelpSXvvfcecrmcY8eOMXz4cGbOnMm6detQKpW8//77ADx48ICdO3cybdo0wsLCXuh1+Pr6Sl1nhN/4+vr+bqGaIAiCIAiC8N8joqwEQRAEQRAEQRCE5+Kzzz7D2toaY2NjatasKS23tLRER0cHIyMjLCwsquy3cuVK+vXrR1lZGYMHD6ZmzZosWLAAR0dHjI2N0dXVBWDEiBGMGjUKuVyOmZkZhw4dYt26dWzZsoW1a9fy66+/kpCQUOkcDg4OUvROuV9//ZW4uDhyc3MZN24cBw4coG3btn85LqB88rlv375s2rTppcQsCC9PRkYGQ4cORaVS0a5dO959910ADh48SGpqKqNHj8bIyIjbt28THh5OrVq1qFOnDgsXLqSgoIBJkyYxYsQInJ2diY6ORlNTE29vb9auXYuFhQURERHo6emhVqulbgZQNZ4JYPXq1URHR1cqTMnIyEBLSwsfHx9cXV2RyWRkZmY+83r+bhxGxTiVkSNHkp2dLUV4lMcYvY7KC3NcXFxe6TjUanWVYoQ/G/NSXSxX+eQ8wJQpU5gyZQoA3t7e1Z4/PDwce3t7Pv74Y8aPH09WVhYFBQXExsaydetW1q1bx3vvvSdtf+/ePWbPno1KpWLUqFEYGxsTEhJCXFwcZ8+e5YcffvhrN0B4IzVo0IC2bdtiYWFBVlYW9vb2bN++vcp2ZmZm3L9/Hx8fH9avXy91Y9LU1MTFxUUq/BJ+c/ny5UqFTt9++y2hoaHIZLJqO6RlZ2fTokULaXuoGqMo/DllZWVMmDCBS5cuoaenx1tvvcW0adNo2bIlq1evpkGDBigUCsaMGUN+fj4tW7YkODiYuXPncuvWLdLS0rCwsGDjxo3MnTsXR0dHtLS0WLFiBWq1mvv37xMZGYm2tjbvvPMOjx8/xtDQkL59+4riJkEQBEEQhP8A0TFHEARBEARBEARBeC7q1KlDZmYm2dnZ3Lx5k40bN5KamoqWlhaZmZk8ePCApKQkaRIoLy8PgMGDB5Ofn8/Dhw/ZsGEDAEOHDqWwsJCzZ89K8TAdO3YkOTmZLVu2cO7cOSZMmMDRo0epVasWPj4+BAYGYmlpiYaGhjQ5Vd23kZs1a0atWrUwNzcnNzf3H1+3mZnZ3y7KUavV//j8wothbGxMVFQUJ0+eJC8vT4qOsre3JyEhgdOnT6NQKEhISCAsLIwNGzawfPlyNDU12bdvH5MmTcLJyYm7d+8SHR3NhQsXOHHiBP/73/+kzlIAoaGhf2t8Y8aMwcnJiZiYGLy8vJ7LNVenYpzKxIkTMTMzQ6FQ4OzszNdff/3CzvtPrV+/nm+//RZXV1dcXV1xcnLC29tb6s6Rnp7OwIED6datG6mpqZX2/eGHH1AoFDg4OPD111+Tl5cnFa84ODgQHh7O9evXmTBhAhkZGTg7O+Po6MiECROAJ0VQHh4eDBgwgMjISA4cOICTkxP29vYcOXLkpd6H1NRU2rVrBzzpwFFaWipFDXbq1El6HtevX5/58+djYmKCqakp5ubmqFQqli9fTuPGjdHU1EQul7/UsQv/Xlu2bGHq1KnAk/daefFr+ee5r68vfn5+aGpqEhkZye7du6lbty6jRo1CJpNx/Phx7t27J71f3zS/1yHMxsaGU6dOAU/+hggODkapVLJhwwapC1vFTkQmJiZcvnxZ2h6qjwYV/tiBAwdo3LgxMTExTJw4kYYNG7J7924Ajhw5gpubG59//jkzZ87k+PHj1K5dm4SEBABat25NdHQ0N2/erDambf/+/bi5uXHs2DEGDhwofV4YGRm91GsUBEEQBEEQXhxRmCMIgiAIgiAIgiC8dr766isMDQ2xsLDg//7v/6rdxsjIiODgYBYtWoRSqZQmquC3iaanO1UAXL16lYKCAjIyMlCpVHh6epKSkoKjoyOhoaG4urri7u5OWVkZ48ePx8XFBXd3dx48eMDjx48ZOHAgffv2JTIyEqgci7N161a6deuGg4OD1GkkPDycbt264ezszIkTJwgJCeG9997D3d2dH3/8kY0bN9K9e3e6d+9epUNGWVmZ1EHgTZ2gfFXu3buHj48PCoWCkydPkpGRATx53d27d4/4+HimT59OfHy8FD80a9YssrKypEik2NhYFAoFK1euJDIyEh0dHXbt2sXs2bPR0dHB3t6eoUOH/ukxLVq0CAcHB1xcXPjss88YNmwYpaWl9O3blwsXLjz3e6BQKDhw4IAUp1KvXj0CAgJQKpUcP34cf3//537O58Xf35/hw4cTHR3NgQMHiI2NpWXLllK81Z07dwgLC2PVqlUsWrSo0r6zZ88mIiKCkydPEhoaiq6uLrm5uRQXF1OvXj3i4+OJj4/H3t7+mQVcjx8/Zv/+/fTp04elS5cSExODUqlkyZIllc71omNeLC0tpdfGjz/+iEwmIzExEYCzZ8/StGnTSts/PWFvbGzMr7/+ilqt5scff3xh4xT+m/5q8Wl55zB40k1PU1PzOY/o38/Dw4Pbt2/j5ORE//796dKlC05OTpUKJSvG3C1YsICxY8eiUCikbmfC35OSksJ3332HQqEgKCiInJwcjh8/zt27d6lduzb6+vqkpKTw8ccfo1AoOHbsmPS3Q5s2bQB46623pKLw8vdH+Tpzc3NycnJQKBSVCioFQRAEQRCE/wYRZSUIgiAIgiAIgiC8diZPnszkyZN/d5uvvvqKPXv28PDhQ2bMmMGPP/6Ig4MDOjo67Nmz55n7NWrUiNGjR3P16lXGjBlDZGQkvr6+HD58mL1793Ls2DH8/f359NNPady4MWvXruXw4cOsW7eOpk2b0qVLFwICAqoUJZSWlrJ69Wri4uJIT09n4sSJREREEBQURGxsrBRblJqaiqGhITt27CA7O5vZs2cTGxvLgwcPGD16NOHh4dIxb9++Te3atTl48OA/u6HCX7Zt2zY8PT3x9fVl6NCh9OjRg+joaODJaygmJoaZM2eyevVq6tSpQ4cOHVi8eDErV64kNDSUHTt20KNHDzIzM9HR0eHgwYNS/MjgwYPZvHkzWVlZnDlzhq5du/7heO7cucOZM2eIi4vj5MmTLFy4kLVr1/LNN9/87ZiqN0FBQQH+/v6kp6eTmZmJtbU11tbWtG3bFi0tLeRyeZUol+TkZDw8PIAnMTBZWVlYWVmxa9cu3NzcOHXqFPHx8Xz00Ufcu3eP8ePHk5OTQ1pamjQJW96VJjs7m5SUFHr27AnA3bt3KSsrqzZy5kXw9PTknXfeoU+fPtSqVQt7e3tu3LhB9+7dqV27Ntu2bau2e0M5LS0tRo4cib29PXZ2dmhra7+UcQv/XkqlkuXLl6NWqxk3bhxLliyhpKSE2bNn07dvXyZPnsz58+dRq9WEhobSuHFj1q9fz+bNm8nIyMDKygp4UqRTHuH3dAzQtWvXGDJkCGZmZjx8+JBNmzZVG5X5XySTydi0adPvblMx5g7gxIkTldaXR+JVjFEU/piNjQ0jRozggw8+AJ7EOXp4eODg4ICBgQGOjo7Url2bR48eYWJiQlRUFMOHDychIYETJ07g7OzMnTt3GDNmDL/++is1atQgNDQUPT09Dh48iKurK23btiUkJIRRo0axc+dOzp07R1FRETdu3GDOnDn88MMPjB8/HhsbGy5dulRt5KEgCIIgCILwehIdcwRBEARBEARBkISEhBASElJlecWOIO+///5LHpUgVG/KlCnExsZy7tw53nvvPYKCgoiLiyMmJgZDQ0NCQkJo1qwZUDkWonbt2uzYsYPExERatWpFmzZtWLZsGdOnT6dPnz7Ak2806+rqVvpm9P3797l+/TodOnQAqsZkZWVl0aRJE7S1tbGwsCA3N1dapqenB/zWwad83+vXr5OcnIyzszNvv/12lQny6dOnc/z4cfz8/KSiEF9fX9LS0ggJCWHw4MG4ubnh5uYm4iieMxcXF5YtW4anpycFBQWV1tnb26Ovr4+Ghga1atWiVatWJCcn4+XlxejRo0lKSqJ27dqcOHECb29v2rVrh7a2Njo6OuTn5+Pq6sr58+f59ddfadu27Z8aT1pamvQN+ooRRP8lZWVlz+11XB7lEhkZSfPmzaV/i/Lj//TTT5SWlpKcnFyla0yHDh04ePAgSqWSpKQkzM3Nsbe3Z+nSpVLx3y+//IKlpaVUwKVUKnFwcKjSrcvY2Ji2bdty7NgxlEolycnJL60oB5AKFSMjIzE1NcXKyoo1a9bw/fffc+jQIakzWflE/cmTJ6V9ywu+/Pz8OHXqFIMGDZKKJgShOkqlkk8++YRTp04xduxYhg8fjkqlYubMmSxZsoTJkyeTmJiIWq1m/PjxfPXVV6xdu5Zp06bh5OREvXr1qj3u0zFAS5cuZdWqVezZs4e7d+++5KsU3lQeHh6kpaXh4uKCi4sLhw8fpkePHqSmpnL8+HHc3Nxo1KgR5ubmJCUl0bJlS9566y1GjRqFhYUFYWFhwJOCnsGDB9OlSxfy8vLo3r279JkDULduXeLi4oiKiqJmzZrMmTOHQ4cOAfDZZ58RERHBxo0buXnz5qu6FYIgCIIgCMLfIDrmCIIgCIIgCILwl/zdNvhqtbraWCFBeNUqTpJX/LlFixZVvhm9Z88ekpOTcXNzIykpiW7duknbm5iYkJaWhkqlIj09HQMDA0xMTLh58yZFRUXo6upKsQXl7wVLS0s6d+7M7t27pXNUVF5M1LBhw2rHbmpqyvbt2xk7diw//vgj7du3/6e347UREhLCiBEjkMlkhIeH4+TkRN26dV/a+Tt06FAlHqq8s8CoUaMYNWoUAKGhoSiVSpYuXcrOnTuxtLRky5YteHl50b9/fwwMDJDJZAwcOJCEhAQMDQ2JjY2V4q0OHz6Mt7f3H47HwsJCikerGEH0Mos8KlIqlaxYsQK1Ws39+/c5cuQI06dP59KlS+jp6bF161amT5/OtGnTaNmyJatXr6ZBgwYoFArGjBlDfn4+LVu2JDg4mLlz53Ljxg3S09MJDQ3FxMTkH4+vTZs2zJw5k9OnT/PgwQPOnj2LgYEB1tbWwJP3jqenJ1lZWYSGhlbad968eXh4eKBWq6lbty5hYWE4ODjw/vvv06ZNGzp16kR2djbwpIBrxIgRlTpdVSSTyZg2bRqurq5oaGjQqlUr1qxZ84+v769wd3fn4cOHNGvWDDs7u7+8/xdffEF4eDiPHz9my5YtL2CEwn9JSUkJY8aMYdGiRejo6FCjRg1GjBhBgwYNiIiIYMmSJYSFhfHRRx/Rs2dPDh06RL9+/fD09KwUSVnR0zFAqamptGvXDk1NTWnd85SWlkZgYKBUsCYI8OTz9un/DqpTpw4zZsygdu3avPXWW5iYmDB27Fjmzp2LtrY2crkcd3d3jhw5QmJiIh9//DFHjx5l7ty5ADRu3JgVK1ZIx/L19WXjxo3s2bMHPz8/iouLsbKykgq88/LypL8Jyz/PBEEQBEEQhH8HUZgjCIIgCIIgCG+4x48f884771BcXIyRkRF9+vTh008/JSYmBplMxubNmytt7+joyLFjx+jfvz9RUVEAuLq6cuTIESIjI1m8eHGlyIJu3brRoUMH9PT0SEpKIjo6Gk1NTby9vVm7di2mpqav4rKFN1jFjhC/p2bNmtI3o+FJhx5PT098fHzo06cPRkZGlbbX1NRk4sSJdO/eHZlMxpo1a5DJZMycOZMePXqgr6/PnDlzKu1jYmKCu7s7Tk5OaGpq4uLiwqxZs6qMpWLxRcWOIuUTkubm5r8bR/M6e1bRXkhICMOGDZMKc9q0afNSC3P+KrlcLhVSAVK8RHBwMHv37sXf35//+7//k9Y/HTXyR8zMzGjatCn29vbUqFFDKpBo1KgR3t7eBAUF0aJFi+d0NX/e/v37CQoKIiYmpkr0m4+PD7t372bWrFkcOXKEXbt2MXv2bGbOnImdnR0zZswgISEBgObNm/P1118/t3EZGBgQGxv7zPXVxX+VPxu6dOnCsWPHKq2ztLTkwYMHAIwdO5axY8cC1RdwAZXiYcq7Wr0qkZGR/2j/qVOnMnXq1Oc0GuG/ztramqKiIq5evSoVmzZo0IDz588TGBjIV199JXUSKSoqomnTpty8eRO5XM7Dhw+pU6dOlWM+/RloYWHBhQsX6NSpEz///POfGpcoEBdelGcVeFtbW5OYmIi7uztnz56VujhWfB0+6+87d3d3kpKScHBwqFRQWadOHTIyMjA0NPxPds4TBEEQBEH4LxOFOYIgCIIgCILwhgsPD6dLly4EBATg7+9Pfn4+6enpKJVKUlJSWLhwITNnzqy0j46OjtQJRK1W06hRIzQ1NVm6dCkxMTGo1Wr69etH3759yc7OJiAggIYNGzJ//nyOHz9Oly5dUKlUoihHeOUUCoU0ge7r6ystL/8mc69evarss3///irLyr9VP3LkSEaOHFlpnZeXF15eXtLvPXr0qLS+YveVZzEwMOD27duUlZVVmoR81oTO60apVLJs2TJKSkooLi5m6dKlfPDBB9SrVw83Nzdat27NjBkzUKlU+Pn50bp1a86fP4+rqyujR4/myJEjpKSk4OPjw6FDh/5VBX4TJkxgwoQJ/+gYFV+nTz+Pt23b9o+O/U9ULAw7f/68FJlUUlKCnZ0drq6uLFq0iHHjxlG7dm309fVJSUnh448/RkNDg4cPH9KlSxegajScIAj/TjKZjJo1a9KuXTsmT57MsmXLMDU1Zfz48Vy9epXu3btz69Yt8vLyqF+/PpcuXcLOzo769eujUqnQ09MjMzNTinnMzs7Gzs6OtLQ0jhw5QmZmJj169OCdd96hoKAAlUrFpUuXsLCwICIignnz5mFra8vFixc5efIkvr6+1KpVi8uXLxMSEsLQoUNRqVS0a9eO4ODgKp9P5R3sMjIy8PHxITU1lX379j2zc53wZjl//jyJiYmMGTOm2vWLFi3Cz88PACMjI37++WeaN29Ohw4dmDFjBnFxcX/qPJGRkfj6+hIYGFhp+axZsxgwYADNmjWjUaNG/+xiBEEQBEEQhJdKFOYIgiAIgiAIwhvu+vXrdOjQAXgyMZqbm4tSqZQmgRs0aFDtft7e3oSFhaFWq/H29iY7O5uUlBR69uwJwN27dykrK8PU1FSazBgyZAgLFy4kPT29UqGCIAi/7+2338bLy4uIiIgqnXr+LYqKioiKimLHjh0cPXqUu3fvSgU2ffr0ISIigtq1a9OrVy8OHTqEXC4nOjoaLS0tjh8/TmBgIM2aNaO4uPi1K/CrWDjzJqlYGGZoaFgl+k1LSwsLCwuWLFmCp6cnADY2NgwbNkwqxCkpKeHChQuik4Ug/Ec0adKE+fPnc+jQIRYvXixFuH3xxRd4eHhQWFiIQqEgJyeHkJAQ1q1bx6pVq6hXrx4WFhaMHz+ezZs3k5GRgZ6eHoGBgdLzoV69ehw4cICysjImTZqEjo4Otra2hISE0KdPHxYtWkRsbCw5OTmVnskODg58+eWXPH78mKioKLS0tBg2bBhXrlwBKn8+rV+/nkGDBvHgwQOio6PZvn07YWFhTJ48+VXcTuE1I5fLkcvlvFIp7wAAIABJREFU0u9PF3hv3LgRqFzg7ejoyI4dO6psD5W7OJZ3citfFhISUmWdra0tiYmJFBQU0Lt37+d4ZYIgCIIgCMKLJgpzBEEQBEEQBOENZ2lpSXJyMm5ubiQlJdGyZUt69+7NF198ATyZXE1PT6+yn5ubG56enmhoaDBx4kS0tbVp27YtkZGRaGpqolKp0NDQqDTZamVlRUZGBjt37nylXR4E4d/CwsJC6saTmJhYaV11HX5eZ+UFgHK5nA0bNtC+fXs0NTUBSE5OxsPDA4Ds7GyysrKeeRxR4Pd6qlOnDufOnasU/ebh4YGPjw/vvvsut2/fBuCTTz7B39+f3NxcZDIZGzZseJXDFgThOapYdFBdhNuBAweq7PO///2PFi1aSIU8ly5dIioqijFjxpCenk5mZibW1tZYW1tLnxuXL1/G3d2dO3fuYGZmxp07d4AnkZL6+vro6+tjbGwsnaO8EPDevXuMHz+enJwc0tLSyMjIACp/PpXHtLZq1QqZTIa5ubmIDHqDKZVKVqxYgVqt5v79+8ycOZNTp04xf/58AgMDiY2NpX379uTn5xMSEkJpaSkTJ07k5MmTfP755zx+/JgLFy6gUCgICAiothPjXxEXF8fs2bPJz89n9uzZz+kqBUEQBEEQhJdBfB1JEARBEARBEN5wnp6exMfH06dPH3JycjAwMMDMzAyFQoGzszNff/11tfvp6elhZGSEiYkJOjo6yGQypk2bhqurK87OzkyZMqXa/dzc3KhRowYGBgYv8rIE4ZUKCQlBrVZXuy4tLY1hw4b94TGetV3r1q35f/buPa7H+//j+KOTig6kg+SYcytyalLSQSQkE1YOoSR92cLMUiwWs9HYfGeGyM/50IYcitRHiq9jJdZMyKgcEipWqk+/P7p1ffsIwzened//2afrel/X9b6urq62Xa+er88+++x/motMJpPaIyxcuJDs7OwnHi8mJoa9e/c+97GeJS0tTfqnk5OTQtFe586d2bt3LzKZjJSUFExMTFBTU6O8vBxA4XP1Ar+PPvqoVuYmvDh7e3vCwsKAyiKxcePGsWzZMuLj44mPj5cKrVxdXSkqKkJbWxsAAwMDfv31V+Lj44mLi6Nly5aEhoZKaWuC8LpUfw6+iBs3bjB//vxXMKP3W/XfES1btqRt27YcPnyYoUOHSq0aq35vtG3blrp163L//n327dsnrZfL5Tx8+JCcnBzy8vKkfVdtt2nTJtzd3ZHJZNjY2EjbVT92q1atgHenVaTwekRHR+Pq6ir9u0hubi5nzpwhMTERW1tbadydO3eYM2cOe/fu5eeff8bNzQ0LCwtkMtn/XJQDle1QDx8+zJkzZ6QkOkEQBEEQBOHdIBJzBEEQBEEQBOE9p66uTnR0dI3lwcHBCl9XpXZUj1zfsmWLwpgn/XV09fFQ+aLDy8vrf5qzILztIiMjGTVq1Ctpz6OsrIyGhsZzjZXL5X87ly+++AKoLAR6nIuLy0vP83Fqamq4uLhQXFxMeHg458+fl9bNnTsXNzc35HI5enp6REVFMWDAANzd3fH19aVfv34EBAQwbNgw/P39cXV1JS4uThT4Ca9dVWsRFxcXIiIiavyuFP75GjVqJL7vr0D13xHr1q1jyJAhnDp1Cl1dXdq0aVNjvJWVFXZ2dtjZ2UnLPv/8c+zs7LC0tMTIyKjGNo6OjowZM4adO3c+9dhRUVEUFhbW/gkK7yxzc3MATExMuHfvHgBXr16VlltaWrJ//36gsvi0qsVm1VhBEARBEARBAFGYIwiCIAiCIAjCa7R8+XJ+/fVX9u3b96anIggvbMaMGXh7e5OTk8PMmTNJSUnB29sbU1NT4uPjuX79OmPGjKF///6kpqbi5OSEr68v3bt3x9/fH4AhQ4YwePBgcnJy8PDw4MqVK+zatQsjIyNcXFwoLS0lNTUVZWVlVFRUUFZWRl1dHblcjrq6OpmZmVy7do1ly5YRExNDfn4+2dnZqKioYGlpiaenJ3fv3iUhIQEVFRX++usvzp07h76+PoaGhjRp0gS5XE5ubi4NGjTg9OnTpKamEh0djUwmIykpCVdXV27duoWmpia5ubkMHDiQwMBAxo8fj56enjTnJk2aMG7cOK5du0azZs1o1qzZM1tqWVpaSgkr8N9iP6h8wXro0CGF8YGBgQrJWx4eHtJnUeD3zyaTyYiLi1O4X/5OYGAg4eHhfPXVV9ja2r7yBJ7/pThDLpe/kqK9l5WVlcXly5cxNTUlJCRE4Wfzxo0bzyxAsrW1VSjA/bvxb5v09HQGDRpEfn4+sbGxTJgwgezsbExMTFi/fj1JSUmEh4dTVlZGSUkJO3bsoKCgQLpO1tbWdO3aVWpb4+LiwooVK4iMjKR3794cP34cmUz2pk/znfD474gzZ87UGFP93nxSGzxXV1fc3NzIzs7Gz88P+G8xHVSms6WnpytsI5PJahy7YcOG0rGqt+cS3k9PSk9q3rw5v/32GwBnz5595tjqywRBEARBEIT319vzfwEEQRAEQRAEQfjHCwgI4ODBg6ipqb3pqQjCC+vZsyfJyckcPXoUY2NjCgsLuXnzJjNmzODw4cP4+fkRExODlZUVlpaWHDp0iNGjRxMUFMSKFSuQyWRMmTIFgLt377Jt2zamTZtGVFQUqqqq7Nmzh969e6Ovr8/27dsZM2YM9+7dQ1tbm6SkJOrXr88PP/yAnp4eFhYWaGlpoa+vj7e3N2ZmZpiYmJCamkp8fDy3bt2ia9euLFq0CEtLS27cuMEff/yBoaEhq1atIjw8nIsXL7J//37atm0rpV9paGiwZ88esrOzWbp0KV988QWxsbFPnPPx48dRV1cnLi6Odu3avbbvQ1WB39vSwuFZbcuE2ve0a7106VJUVFRq5Rg5OTk4ODhga2tLQEAAjx49YvDgwbi4uEg/D9Vbv23YsIEePXpgY2MjtcSpam2SlZXF2LFjAejRoweTJk3is88+IzQ0FF9fX/r06YOvr2+tzPtlZWVlER8f/8R1L1qA9C6myVS1qImKisLMzIzExEQ++OADoqKiACguLmb//v1MnDiRlStXKmz7eNuasrIyIiMjSU5OFq323oAdO3bQu3dvBg8e/M7dh8K7xdjYGEtLS3r16kVcXNwz/9vGysoKd3d3jhw58hpnKAiCIAiCILxtRGKOIAiCIAiCIAiCIDwHGxsbZsyYgVwuZ+TIkezatQsDAwOsra25du0aqqqqNGzYkHnz5pGamkqfPn2IjIwkLy+PDRs2kJCQgLq6OkuXLqVp06a4uLhw8+ZNGjZsiI+PDx07diQnJ4eSkhJcXV2pU6cOZWVlFBcXEx8fT0VFBbdv35bmU/VX/+fOnUNJSYmLFy/i6uqKvr4+urq6nDx5koULF1JaWsrw4cMpKCjgt99+4/fff5f+ihtAT0+PP//8k0aNGlG/fn3y8vIoKCjAx8eH4uJi7t+/T0VFBWZmZigrK2NiYkJmZiZXrlyhY8eOQGXSwbFjx5567WozcSAgIICAgIBa2dffeZ5kk1fZtux9lpaWRv/+/SkpKWHx4sVMnz6dhg0b4urqSrNmzQgJCQEgLCyMPn36YG9vT1xcXK0cW19fn4MHD6KqqsqoUaNYsmQJVlZWBAcHSykcVcrLy/nhhx9ITk4mOzubyZMns2fPnifuNy8vj+DgYJo0aUJoaCgffPABq1evpm/fvty7d4/69evXyvxf1MqVK0lOTubYsWNUVFQopHmVlZU9Mx2myrfffouysjIeHh7vTJpMYGAg/fv3Bypb1GRlZdGtWzcAunXrxunTpzEyMqJz585A5XPu4MGDCvt4vG1NXl4ezZo1k1LMhL9348YNkpOTXygh62k+/vhjPv744xfaRiTiCM9S/f6oKrKsEhoaiqqqKlu3buXy5cuAYgvfqudbeHj465iqIAiCIAiC8JYT/9dIEARBEARBEARBeGEymYyQkBApAeZ9YGhoSG5uLmpqatjY2LB48WI0NDS4desWeXl5ODg4UFZWRnZ2Nt27d+f777/n66+/Rk1NjdTUVJKTkzl48CDa2tqkpaURERHB999/z61bt9i0aRM6OjoMGDCA1q1b07RpU86fP4+GhgZt27bFyckJbW1tKioqUFJSoqKigk6dOtGqVSt8fHzYu3cvnp6e/N///R9ubm6kpqZiZWWFkpISeXl5DBo0CJlMRnl5Od988w3z58+npKQEqEzCadasmXSe+vr6GBkZER4ezhdffEFoaChKSko12jO0bNlSKg6q3sbhXSeTyXBzc2PQoEHs3bsXOzs7evbsSUxMDI8ePWLgwIE4ODgwfPhwTpw4IbUtW79+fa3Pw93dncGDB2Nra8vGjRtxcnJiwIABZGdnKyS6VI0fPHgwgwYNwsbGhqKiIiZNmsS5c+eQyWT07dtXSgB5UWvWrKnNU3su1VNKDhw4wK1bt9i6dSvjx48nNDSUAwcOcODAAebMmVPrx75z5w4eHh7Y29uTlJREcXGxVJzRtWtXhbG3b9+mefPmqKmp0aJFC+7fv6+wvnoRXFU7uSrm5uYANG7cuMZ2r5Ofnx+jR48mIiKiRjJWdY+nw1RZtGgRAJ999tkzx7+NaTLVn2uampqcPn0agFOnTtGqVSsAKQUpLS1NWvak7SsqKtDX1+fatWvI5fJ/1HPxZT1Pmti7mLL0qqSmphIREfGmpyE8p+DgYOzs7FixYsUbTz4TBEEQBEEQ3n6iMEcQBEEQBEEQBEF4acuWLXvTU3itjI2NsbCwoEWLFty+fZt69erRqVMn7OzsKCgoQC6XI5PJuHLlCg4ODpw/f56BAwdy4cIF7O3t+fe//42SkhIFBQWMHj2awMBA8vLyMDY25tq1a9y5c4fbt29z9epVOnbsiIqKCpcuXeKTTz6R0mnU1dW5du0aysrK3Llzh1WrVuHs7ExaWhpr167FxsaGW7du4enpCYCbmxvTpk3DysoKQ0NDPv30U1avXk2dOnVwcXHh999/Z8SIEdI5KisrY21tzfTp01m4cKHU5upxH374IcXFxTg5OXH27Nl/VIu6R48esWvXLsLDw4mPj0cmk7Fo0SL+/PNP9PX1SUhIYOvWrTXaltW2iooKdu3ahaurKydOnODQoUOYmJiQnZ3NwYMHSUpKoqCggIsXL0rbVLXlOXToECNHjpS+f5cuXWLAgAEvNY83UZhTPaUkLi6OTp06Sa2qlJSU0NHRQUdHp9baV1W3adMm3N3dkclk2NjY0L59e6k4IyUlRWGsgYEBWVlZlJaWkpWVha6uLlBZWAT/TbYCaqQqPV7U8Taonox17949hXVV6TDV1xUUFLB582YCAwNr7Ovx8W86TUYul+Pr60vv3r2lpJzDhw/TvXt3EhMTadCgATt27EBXV5clS5ZgamoKVBbpmJqa4uPjQ926dYHKgiwbGxvS09PZunUrFRUV/PHHH/Tt25fCwkKsrKzYtGnTP+q5+LyeVdyYnJzMzJkzAcjPz8fd3V2hLdyePXsUxp8/f14q+KrervHbb799Y+f3KllaWuLj4/OmpyE8p2+++YbExEQSEhIwMDB409MRBEEQBEEQ3nKilZUgCIIgCIIgCILw0mxtbUlKSsLe3h5ra2vi4uLw9/fHx8eH48ePM3PmTEpLS/H19WXcuHF4e3uTlZWFsrIyhw4deufa/6xbt076nJ2dzdatWzEyMiIoKAh/f39cXFzIzMyUCpZKS0s5f/48Z86cYcOGDUDlC/i+ffuydOlSjI2NKS8vR0lJiUGDBhESEkLr1q2xt7dHJpMxYcIEPvvsM9q1aycdNzY2llOnTj01YaC8vBxbW1s6deoEwOLFi1m8ePHfnlv37t2lF6AbN26ssb5q/tXbOqxatQpVVVW++eYbhdSdd12XLl3Iy8sjIyODPn36AHDr1i1atWqFhYUFI0eOpGvXrkybNu2VzqN6okrVS7/GjRtz8eJFFixYwL1798jKyiInJ0dhfFUhhJubG6GhoZibm6OlpcWGDRuke/j777+nS5cuDB8+nJs3b6Kurs6OHTsoKyvjo48+QklJCQsLC/r06UN6ejr29vYEBwfj7Oz8Ss+5SvWUEicnJ86fPy+tk8vlFBQUAJX3e21zdHRkzJgx7Ny5E4D69etz9OhR+vXrR4MGDRTGqqioMHnyZHr16oWysjI//vgjAAMGDMDW1pYPP/yw1udX29TU1KTr+KxioSet09HRYfbs2YwbN65GatTbliaza9cuDA0NWb16NXK5HEdHR5YsWYKZmRnOzs6sWbOGkSNHUrduXTIzM/nyyy+ZMGECWlpaREVFSeM+/fRTHj58yK5du9DX10cul7Nnzx6mTJlCUFAQe/bsIT09HUdHxzdS1PY2ePToEfv27cPR0ZH4+Hjkcjn9+/cnLi6OWbNmAbB7924GDx4sbSOXy1m8eHGN8b/99htZWVmYm5uTnJzM3bt3FVpPRUZGMmbMmHfm3ydkMhlLly6loqKCO3fuMGnSJNasWYOGhgafffYZhw4dIiwsjE6dOtGpUyfS0tJYt24dlpaWrF69usYzXBAEQRAEQRCEd4MozBEEQRAEQRAEQRBqxfDhwwkNDcXZ2RkfHx/mzJnD7t270dbWxtnZGS8vL65fv87hw4ellkzvOnd3dzw8PKQX9rq6ujRq1Ah7e3uUlJTw9PTEz8+P5s2bY2Njg7q6Or/88gvz589n/PjxlJSUoKam9tQWQ/369SMgIIBhw4bh7+9PdnY2X331lfTy/3H5+fkMHTqUiRMn1vq5ymQy4uLiuH//PsuWLSMyMpL4+HiysrJ4+PAhu3fvBiA0NBRbW1upoOVt96SXusrKyujr62NhYUFsbCwqKiqUlpby6NEjpk6dirKyMn379mXkyJFSUYOqau3/L5bqPyPVP1+/fh13d3fGjh3LyJEjpSKJxwshlJSUsLKyYsWKFTRr1ozdu3eTmJjI3bt3GT9+PDt37iQyMpK6deuyevVqtm7dSsuWLbG3tyc0NFTah4WFBTKZ7IXmnpqayunTp186/eHhw4eYm5ujr69PeHi4QmHOnDlz6Nu3LxUVFcybN++l9v8snTt3Vki6gcqfxeouXLiApqYmAN7e3nh7eyusnzt3LnPnzlVYlpSUJH0ODQ2VPkdGRtbCrF+eubk5QUFBXL58+aUSXvr168edO3f45JNParSzqk5VVRVvb2969uyJtbX1a0+T+eOPP+jZsyfw3/Qic3Nz1NTUpK/Xr1/Pxo0bUVZWVvh5enwcVLb9q9pXRkYGW7ZsITY2lqtXr1JWVsbu3bsVijnfJ08rbgTo2LEjKSkp7N69m9WrV0tFdk8br66uTnx8PJMnT2b37t3k5eUp3GeRkZGMGjXqnSnMgf+moS1YsEBKQ/Pz81NI5Lpx4wbHjx/n9OnTrFu3jiZNmjzxGS4IgiAIgiAIwrtBFOYIgiAIgiAIgiAIteLxF5dpaWm4ubkBlS/c8vLy8Pb2ZtSoUTRv3pyvvvrqnXqR9iTq6upER0fXWP54ms38+fMVvq5fvz779+9XWFb95XxVEYSHhwceHh7SchMTE4WX+4/T09MjISHheaf/UqrSgCIjI4mLi0NVVZWxY8fy8OHDV3rcV0Eulz/1pa6ysjLTpk3DyckJJSUlzMzM+PTTT/Hx8aGsrAxTU1MMDQ0ZMGAA7u7u+Pr6MnTo0Ncyb2VlZcLDw5/rpezIkSNZvnw5PXr0ICMjAwcHB2ldeXk5M2bMID09nYKCAoYMGcLYsWNJTEzEy8uL/v37v3SLLktLy5duV2Rvb8+RI0cUllUlNkFlIcjjhTJVPzPVC15eldLSUiZMmCAlf7zrdHV1SUxMVFhWPRmr6tpXf/ZUXe+qZV5eXnh5eT11/NixY6VWUv7+/hw/fvypaTJViWG1rV27dvznP/9h4MCByOVygBoFosuXLyclJYVLly4xYcIE7O3tadmyZY1xSkpK3Llzh4YNGyKXy2nXrh1jxoxh+vTpQOU98k9uYyWXy/Hz8+PixYvUrVuX6dOnExISAsCwYcNQVlZm2LBh1K1bl8LCQvz9/UlISMDS0pJRo0axdu1aEhMTCQ8PZ/fu3dSrV4+pU6fy8OFDPv/8c1xdXUlOTsbBwYHLly9z5swZzp49y4QJE6hXrx69evXC398fCwsLUlNTcXJywtfX95W0FHwVnpaG1qlTJ+l3eOvWrdHQ0JAS0C5fvkxaWprCM1wQBEEQBEEQhHeHKMwRBEEQBEEQhPdcVTHA2LFjFZZnZWUREhLChg0bmDJlivQyvraNHTuW0NBQWrRo8Ur2L7w+j7+47Ny5Mzt27KBevXqUlpairKyMp6cnY8aMwc/Pj5MnT74TbV4ERba2tnz33XfSy9Dx48cTExNDRkaGQhFRRUUFAQEBUrLIhg0barQBqm0ymYzw8HDKysooKSlh8+bNeHl5UVpaioGBAdu2bePatWuMGzeOhg0bYmVlpfBSNyMjg8OHD1OnTh1ycnJwdXXF1dVV4RiPF4wEBgYSGBhY6+dSvTCi+vO5qvBkxowZT9zm8fFKSko4ODjQuHFjtLS02LFjB1BZOJCamsqDBw9ITExk1apVZGdnU15eLqXQWFpaMnr06JdKt6pKWIqOjlZox3L+/HkKCgqYNGkSZ8+e5eeff+b7779n9OjRZGdnY2Jiwvr160lKSiIuLo6wsDB++ukn1q1bh6amJitWrEBPTw8fHx8KCwvp0KEDy5cvf+H5/S/U1NRqFLIIz1ZVALds2TJ27tzJo0ePXnuajJubG9HR0djZ2aGlpfXEMVZWVtjZ2WFnZ/fMfX399dcMGjQIdXV1/P39GT58OJ988gmOjo5A5XOhqjD1n+jxtmB2dnYcOHAAAGtra4YMGYKSkhLTpk1j+/btBAQEMGrUKPbv38/EiRNJSUmhYcOGeHh4MGbMGDp27MiuXbtwcXFhzJgxWFhYcOnSJc6dO8epU6cYPHgwmpqaqKur07NnT1avXo2zszOJiYlYWlpKRaLviqeloVVvH/f48pYtW9K9e3eFZ7ggCIIgCIIgCO+Od+e/WARBEARBEARBeGNetihHLpe/84kowsubO3cubm5uyOVy9PT0iIiIwM3NjfLycnR0dLCwsHjTUxSeoaqwIiwsDKhsk1WVgHHu3DmFl6EJCQmEhITQunVrqXBkz549NGvWjJ9++on9+/ezYsUKgoKCXvm8i4uLOXjwIFu3bmXNmjXs2bMHTU1NQkJCiI+Pp02bNty6dYu4uDhUVFTYt2+fdB69e/fmyJEjKCsrK7wgfVcdOXKEzz//XCqQ6tatG3Z2dqioqODo6MjUqVPJzMzExcWFpk2bYmJiwokTJ5g1axalpaVSSxkrKyvc3d0xMzMjLCzshZ7rf/zxB5s2bWLTpk3MmDGDqKgoPD09mTRpEr/88gseHh78+uuvmJmZsXnzZsLCwoiKisLIyAiobGezfft2kpOTUVFRQS6XM2PGDIKCgrC2tmbmzJkcO3YMa2vrV3INhUozZszA29ubnJwcZs6cSUpKCt7e3piamhIfH09xcTErVqygc+fO2NvbY21tTVxc3BNTTSIiIggICGDChAk4OzsTEhLCyZMnmThxIu3bt5daG9U2ZWVlIiIinriuKqFn1apVT11X/bONjQ1Hjx5VGPeqCpjfRo+3BVNSUkJHRweoTG4LCwvD3t4ef39/pkyZgo2NDWvXrgXg3r17XL9+HXt7eylpr1u3bhgZGTF69GhWrlxJQkICjRo1koqbmjdvzu3bt2nZsiVr1qxRSOe7ceOGlID0T2ZgYMCAAQMUnuGzZ89+09MSBEEQBEEQBOE5icIcQRAEQRAEQXgPPXr0iGHDhlFSUsK9e/cwNzfnzz//JD4+HmVlZdasWcP169dJTk4GKuP1r1y5wsCBAzl48CAATk5OxMTEEBsby7fffktZWRlz5szBxcWFHj160LlzZzQ1NQkKCqqRbHDlyhU8PT1p1KgRRUVFb/JSCC+pepoHPPnFpZWVFYcOHVLYTqRMvLv09PSwtbVFJpOxZs2av00nyMjIYMuWLcTGxlJWVvbaCic6d+4MVKa9HDx4EB8fH7Kzs7l58yZt2rShTZs2dOrUCRUVlRrbfv7553h7e9OwYUPmz59PvXr1XsucX5VevXpx7NgxhWXjxo1T+PpJrdEeXxYeHg5U/ty/aMGltrY26urqNGjQgIcPH6Kjo0OdOnXIy8vjyJEjzJ49m0WLFtGlSxcAunXrxunTp6XCnCtXrtClSxfp+6WsrExGRgZffPEFSkpKFBUVYWVl9dzzEV5Oz549SU5OJjc3F2NjYwoLC7l58yY//fQTX375JZmZmXz55Zds3LgRgOHDhxMaGvrEVJMRI0YQERFB06ZN8fT05Pr168ybN4+dO3eip6dH8+bN3/DZCn/n8bZgcrlcKqgqLy+XxlWlvjx48ICIiAh8fHyemArzeDpMVlYWKioq7N27l379+pGSkiK1Bns8wevmzZuUlpZSp06dV3Oytezv0tCqCiKrnsMtWrSQ0i3HjRtX4xkuCIIgCIIgCMK7QfzpqiAIgiAIgiC8h3bu3ImVlRUxMTFoaGhQXFxMdnY2MpmMH3/8ka+//lphvKmpKerq6hgYGPDnn3+SlZVF06ZNUVFRYfHixcTHxyOTyVi0aBEAeXl5BAcHs3jxYhYuXEhQUBAJCQloa2tz7NgxFi1aRHh4ODt27CA3N/dNXAJBEJ5DWloa/fv3x9HRkT/++IOdO3eSn59Peno6aWlpxMbGApWtfaq/jIXKF7djxoxBJpORlJTEggULXtucq/7ZsmVL2rZty+HDhxk6dKj0Qrh6YUn1uTs6OrJ+/XoMDQ3Zs2fPa5nv2yInJwcHBwe6deuGm5sbly9fpnXr1vTu3Zv+/ftz4sQJzpw5Q5s2bVi/fj329vaUlZUB/22htXbtWuzt7enWrRsnT54Ear5w/+abb2jZsiWvqeK5AAAgAElEQVTffvstqqqqLF26FFNTU06fPg3AqVOnaNWqlbSNqakpKSkpUiKGXC6nXbt2fPfdd8hkMqnNjfBqVSXEXLp0iZEjR7Jr1y6MjIxYv349dnZ2+Pr6kpOTI403NzdHXV39iUVcFy5cYPTo0djb25ORkUF2djb37t2jWbNmaGlp0bZt29d5ajXIZDJCQkJqbX++vr7Y2tqSnZ39zGPZ2trW2jFftYEDB7J9+3Z0dXUxMjJi4MCBNG7cmMaNGzNo0CAAUlNTmT17Nt26daOoqIiEhAQ6derE3bt3a6y/ceMGo0aNUljfokULmjRpwn/+8x969OghbRMcHEz37t3Jzc3lxIkTFBUV0bRpUz755BNmzZqFjY0NDg4OCvdjleoFxYIgCIIgCIIgCK+TSMwRBEEQBEEQhPfQxYsXiY6O5siRIzx48IBHjx4RExPD1q1bUVJSolevXgrjz549S0lJCefOnSMqKgq5XE5KSgq5ubmkpaWhr69PRUUFurq6VFRUcPPmTebPn4+mpia///57jWSDy5cv07lzZ1RVVenYseMbugqCIPyd6m2hqtKP9PT00NPTw8PDg3//+98UFxfTr18/AgICGDZsmLStm5sbn3zyCY6OjgAEBgZKbUleJTU1NVxcXCguLmbdunUMGTKEU6dOoaurS5s2bWqMHzBgAO7u7vj6+rJy5UoePnwIwPbt21/5XN8m+vr6HDx4kKSkJCZPnsyqVavQ0NDg8OHDUkpOly5dpNSTJ7UEGjFiBOPGjeP+/fs4OTnh4uJSY4yXlxczZsxg9+7d9OjRgxEjRmBkZMSoUaOws7PD2NiYmTNnSoltBgYGDB06lJ49e6KpqcmKFSuYNWsWfn5+3L9/H2VlZVatWkXLli1f+TV6nxkaGpKbm0uTJk2wsbHB3d2dSZMmsXz5clJSUrh06RITJkyQxj+ealJVAKeqqkq7du1YunQpxsbGlJeXo6SkhK6uLtevX6dBgwZcvHixVub8eDu+N+XChQtPTKZ6l0VHRzN06FAWLFiAXC7Hzs5OKoRxcXEhKCgIS0tLKTnJwMAAAwMDysrKKCgowMLCAiMjIzZv3oyenh537twhPDychQsX8n//93989913ZGVlcfXqVfr27cu1a9fo2rUrTZs25eOPP2bevHk4OztjZWVF3bp1uXXr1j+yHaEgCIIgCIIgCP8cojBHEARBEARBEN5Dt2/fRkdHh5iYGDp06EB5eTmNGjXi3LlzZGRk8N1339XYRl1dnfbt27Nz504AOnbsKLUauXnzJkpKSvTr1w8lJSXKysoIDg6mSZMmTJ06lVGjRtG1a1cAysrKiIuLIy0tDSsrK9LT01/fif8D2NvbSy/GBeFVq94WatWqVVhaWrJhwwZsbW0JDAwkMDBQGuvh4VFj+2XLlr22uVaxtLRUeBF/5syZGmM2bNggfa5+HkOHDn31E3xL3blzh0mTJnHs2DHu3LnDw4cP0dbWxsPDgytXrrBr1y6Ki4sZM2YMmzZtIiUlhU8++YSjR49KiUPTpk1j06ZN6OrqcufOHU6dOsX169eBysKf8ePH07RpU4qKirh27RpjxoyhSZMmAGzdulVhPtXbvQQEBBAQEKCw/tdff33FV0R4nLGxMRYWFrRo0YLbt2/Ts2dPTp06hZ2dHXZ2ds/ctnoB3Pz58xk/fjwlJSWoqakRFRXF7NmzcXNzo23btjRr1uw1ndHTpaenM2jQIPLz84mNjWXChAlkZ2djYmLC+vXrSUpKIjw8nLKyMkpKStixYwd6enrMmzdPoS3o6tWrOXv2LAMHDsTDw4OysjJ8fX0JDQ19YnpLbm4uU6dOZcuWLZSVldG3b1/i4+Nf/wX4G3/88Qc9e/YEKhPIlJSU0NHRAUBFRUVKuDI3N0dNTY1mzZpRr1498vLyaN26NYsWLaJfv37k5eURFRVFcHAwSUlJbNy4kYqKCg4dOsSdO3cwMzMjJycHTU1NoqOj6d27NwEBAWhoaHDt2jVWrlzJgwcPcHJy4t///jf29vYYGxujoqLC8uXLcXd3Z+XKlaxZs4Zu3bpx9epVANasWcP48ePfzMUTBEEQBEEQBOG9JFpZCYIgCIIgCMJ7SF9fn/v379OvXz+0tLRQUVHhxo0b1K9fH2tra1JTU5+43YgRIygoKKCoqIjhw4eTn59PRUUFRkZGGBoakpaWRkVFBWpqatLL1lmzZhEWFoajoyN9+vTh2rVrfPbZZwQGBjJkyBCpuEcQhLdP9bZQTk5O0vLH0zCEd9+mTZtwd3dn69attG/fni+++IKbN2+ybds2AgMDiYqKQlVVVUqhKC8vZ8KECaxfv54rV65QVlbGhg0byMnJYe3atc+8R9zc3PD395da3gjvhnXr1jF16lQAsrOzsbCwYNWqVVKrOplMBlQm1VQVj1YtCwwMZP/+/QwdOpTWrVuzf/9+4uPjiY2NRUtLiw8//JAzZ86wZcuWJxbTvayqAhsbGxuKiorw9PTEzs4OT09PysrKkMlkDBo0SGrZl5+fD1Sm3BQWFpKbm8vPP/+MmZkZiYmJfPDBB0RFRQGViWL79+9n4sSJrFy5kvT09BptQcPCwrCwsHju1njGxsY8ePCAwsJCDh06RJ8+fWrtWtSmdu3a8Z///AeobC8nl8vZu3cvrq6unD9/nr1795KamoqdnR0xMTE8fPiQ+Ph4WrduTVlZGaGhoairqzNu3DgaN25MYWEhM2fOpKCgAGNjYwYOHIhcLsfJyQlVVVVmzpzJTz/9RHFxMV26dOHBgwfcvXuXJk2aoKWlxYEDB/jggw9ISEggOzsbf39/QkJCKCsrIyIigqSkJLy8vGjevDlQWZgjCIIgCIIgCILwOok/sRQEQRAEQRCE91CbNm1wd3cnKCgIf39/OnTogJGRkZRuUVpaSnZ2NjY2NgBSuylXV1dWrlyJkpISffv2RU1NjW7duhEbG4uKigqlpaUoKSkptKcyMDB4YrLB8ePHX8OZvr2uX79O9+7defjwIbq6uvTo0YMLFy7w6NEjSktLyczMxNnZmfz8fEpKSlBRUUFLS4s7d+4A4O3tTVZWFsrKyhw6dIj09HQCAgIoLy9n8uTJjBo1irFjx1K/fn1OnjyJq6srubm5HDt2jH/961+MHz+ezMxMAgICKCkpwdnZmZCQkDd8VYS3TfW2UOHh4Zw/fx4AKysr3N3dmT59eo3Wd29S9ZQV4ekqKioICAjgwoULaGpq0rhxY1xcXAgNDaWoqIiSkhLkcjmFhYXo6emhrq5OQEAAKioq7N69m44dO6Kmpsa4ceOwtbVFRUWFvLw8WrRogYODA127dn1mqtewYcOYNm0aP/3002s8a+F9FR0dzfz584mKisLMzIzNmzcTFhZGVFQURkZGCi37Vq5ciaGhIZqamshkMhYsWMDmzZuZO3cuAN26deP06dMYGRkpJIodPHiQjIwMZDKZ9AwyNjZWmEf1YrVntVn66KOP2LVrF/Hx8W/t72U3Nzeio6Oxs7NDS0uLOXPmMHXqVHJycti8eTPffPMNnTp1Yv/+/QwaNIi6deuSnZ1N06ZNyc/Px8PDQyrAqnrWLF++nJkzZ5KdnY2hoSHl5eUcOXKE8vJy1q1bh66uLmpqahw6dIh27drx119/0b9/f/T09HB3d2fYsGEcP36chg0bAmBkZMS+ffvIzMykb9++jBgxgoyMDHbv3k16ejr29vYEBwejo6PDzJkzKS0txdfXl3Hjxr3JSysIgiAIgiAIwj+UKMwRBEEQBEEQhPeQu7s7Hh4e9OvXjwYNGqCrq0ujRo2wt7dHSUkJT09P+vbtW2M7TU1NGjRogJqaGurq6kBl6xInJyeUlJQwMzPjxx9/fN2n8046duwY3t7eLFy4kJEjR3L06FE+/fRTbt68yYoVKygsLOTUqVNcvXqVIUOGUFRURFJSEnp6epSUlHD9+nUOHz5MRUUFSkpKzJ49m40bN2JiYoKtrS0jRowAoHfv3ixdupR27dqxZcsWwsPDcXR0ZPz48QQHBxMREUHTpk3x9PTk+vXrUtKR8M+QlZVFSEiI1H4qKSnpubd9UpFLVQuo8PDw2pzme+1529PVZhu7PXv20KxZM3766Sf279/PiRMn+O2330hPT8fa2hobGxtOnTqFra0tsbGxeHp68ueff9K5c2eKioo4ffo0DRo0QCaTUb9+fc6dO4e+vj7a2tokJydz+vRpfv/9dwAiIyMBaN26tcIc+vXrh76+/v98LoLwLObm5gCYmJiQlZVFt27dgGcX2Pz111/8+eef2Nvbc+PGDTQ0NDh9+jQDBgzg1KlT0r1cPVGsVatWtGvXjr59+yoUOVenq6srte9MT0/HwcHhiXMeOnQoI0eOpLS0FFNT01q+IrVDWVmZiIgIhWXLly/nwIEDdO3alYyMDDp06ICrqyu3bt3ixx9/5PPPP6eoqAgLCwucnZ1JTk5GWVmZ+/fvo6amxoIFC7hx4wZKSkpSklLjxo1RU1OjoKCAnJwcVq9eTdeuXfn2229JTk4mMzMTExMT9u/fj1wuZ9OmTQrF4l9++SWGhoYcPHiQXbt2AZVFRRYWFlKaU79+/di9ezfa2to4OzszcuRI6tSp87ovqSAIgiAIgiAI/3CiMEcQBEEQBEEQ3kPq6upER0fXWB4cHKzwddVL+Oov87ds2aIwxtXVFVdXV4VlL/Ly/32Vmpoq/WV9VlYWOjo6pKSkIJfLMTQ0ZNeuXdSpUwcdHR3Onz/PX3/9hYODA48ePSIvLw9vb29GjRpF8+bN+eqrr7h79y4tWrQAoGXLlty6dQv470tJY2NjzM3NUVNTk/5q/8KFC4wePRqAe/fukZ2dLQpz3lFV6QuixdSrl5WVxeXLlzEzMyMiIqLGc/NdkJyczPbt24mNjaWoqIgHDx5gbGzMxIkTadSoEUlJSZw/f566detib29Pbm4unTp1Qltbm/r16wNQp04d7t+/L32tqqqKt7c3PXv2xNraGjU1tSce+/fff8fX15cFCxa8tvMV3l/Vn4mamprPVWBjYGCAqakpMpmMyMhIiouLSUhIwM7ODmNjY2bOnElycrJColhUVBQNGzasUeTs5+cnHd/JyYlFixZx8uTJZxbY6ejooKGh8da2sXoWZWVl9PX1sbCwUCiQUVNTY/HixURFRXH16lUsLS1ZunQpISEhDB48mB49ehAUFMSSJUt49OgRjx494l//+herVq2idevWPHjwAFtbW1RVVRk/fjwlJSV4eXnx3Xff0bRpU4YOHcr8+fNrFIsHBweTnJyMkZER/fv3f+Kc09LScHNzAyAvL4/bt29jYmLyOi+bIAiCIAiCIAjvAVGYIwiCIAiCIAiC8Abk5ORgYGBAdHQ0Xl5enD17lmvXrtG4cWO0tLRYvHgxWlpaFBQUYGFhQWFhITKZjN69e9OoUSM8PT0ZM2YMfn5+nDx5kvr165OVlYWJiQmXL1/G0NAQUHwp+XjRRrt27Vi6dCnGxsaUl5eLoo43qKysjNGjR5OdnY2JiQkaGhp8/vnndOjQgR9++AFjY2Ps7e3x8fGhsLCQDh06sHz5ckJDQ7l69SrZ2dls3LiRjz/+mNLSUgwMDNi2bdubPq1/pKysLOLj43F0dHyhopwZM2bg7e1NTk4OM2fOJCUlBW9vb27dusXs2bOJi4vD398fHx8f4uLipBY2YWFhCi/ob9++XeM+eFFaWlq0bNmSuLg4srKymDVrFhoaGixatIjhw4fj6enJ1KlTGTVqFF27dgUq79GwsDCCgoIA6N+/v1QQVpU84evri7+/P8ePH2fNmjVPPHb79u1F8abwRjRo0IC4uLjnKrC5efOmQoHN1q1ba+zP0tKSsLAwhWXBwcE1ngtV93tVotTjqpLJqv9cqKmpMXz48P/1lN8IZWXlJ6Yp9urVi5EjR/Lll18+cfz06dO5d+8eAwYM4McffyQhIYG9e/dy7NgxgoODKS4uZsSIEZw5c4b//Oc/JCcnEx4erpDs1r59e4Vi8b/++ovDhw+Tk5ODj48Pzs7OgOK/D3Xu3JkdO3ZQr149qYhIEARBEARBEAShtonCHEEQBEEQBEEQhDdg8uTJ9OnTB319fVRUVJg+fTqLFi3i0qVLrFy5kvHjxzN79mz69u1LUVERqqqqODg48Ntvv1FYWMhHH31EeXk5Ojo6WFhYMG/ePLy8vCgvL+df//rXc71Ymj9/vvSX52pqakRFRaGlpfUazl543K+//oqZmRmbN28mLCyMNm3asGPHDmbPnk1MTAzbt29nzpw5BAUFYW1tzcyZMzl27BgAbdu2Ze3atVRUVLBnzx40NTUJCQkhPj6eNm3avOEze35VSTSOjo411t27d4/4+Hg++uijp25f1aqrNls+PcnKlStJTk7m2LFjGBsbs2HDBqytrenWrRuJiYkEBQWxbds2MjMzWb9+PZ06dWLPnj3s3buXX375BWtra4yMjHBxceHEiROoqqoyfPhwQkNDcXZ2xsfHh9DQUA4cOACAi4uLQmHOwoULa9wH1tbW0nqZTMaSJUuQy+Xk5+cTGxvLhAkTpKKv9evX89tvv3HixAkaNGhA+/btefDgATo6Ohw7dozz58+TlZXFtWvXCAsLIz4+Hh0dHbS1tenSpQu2trasWLGCvXv3oqGhwe+//y4V5ixbtoydO3fy6NEj1q1b90quvyBUCQwMJDw8HBUVFYXlkZGRlJWV4evrKxVtjB07FoAJEybU2M/zFti8Ln5+fhgaGmJsbPxGjv+yqrc/dHV1pWfPngrP7U8//ZTr169L41u0aCElM7q6ulK3bl3i4uKk74WDg4OUZjR//nxpu2+++ea55/Tzzz/zyy+/UFRUxIgRI6RWYlZWVri7uzN9+nTmzp2Lm5sbcrkcPT09oqKiXv4iCIIgCIIgCIIgPIUozBEEQRAEQRAEQXgDunbtyt27dxWWff7559Ln7OxsAPz9/Z+4fWJiosLXnTt35ujRowrLIiMjpc9VL87hv3+V37p1a/bv3//Ccxdq36VLl+jSpQsA3bp14/jx4xw+fJiJEyeira1NvXr1yMjI4IsvvkBJSYmioiKsrKwApESTy5cv89FHH1G/fn3++OMP2rRp884V5lQl0Tzu3r17/PLLL88szHld/Pz8MDU1xdfXV0q1uXPnDiEhIZSXl9OlSxeysrI4c+YMERERLF26lMWLFxMXF8fMmTM5ePAgM2bMYOfOnQwaNIirV69KbeaUlZWByjQHHR0dgBpFB0+7Dx4XHR3N/PnziYqKUij6ioqKks4hLCyMrKwshgwZQmJiIps3byY2NpbBgwejoaHBhg0baNu2LUlJSZSWljJ58mTs7e0JCQnhxo0bnDp1ipkzZ0rHnDp1KlOnTv3ba/ik4qmxY8cSGhoqteQThL+zdOnSN3bs6kUotW3lypWvZL+v2+PP7WXLlj1z/Ku4poGBgQQGBtZYHh4ervD1oUOHavW4giAIgiAIgiAIj1N+0xMQBEEQBEEQBEEQhPedqakpp0+fBuDUqVO0a9eOFi1asGjRItzd3YHK1mPfffcdMpmMU6dOMXjwYACpmCM1NZUhQ4Zw+PBhVFVVpTZD74qVK1eyfv16nJyc+OSTT7Czs2PgwIHcv3+flStXcvDgQezt7bl9+zbDhw+nd+/e9O3bl4KCgifuz8HBgfLycgCGDh3KrVu3XtncDQwMMDIyonHjxrRq1QoNDQ0aN27M3bt3ycvLIyMjAy8vL/bu3UtxcTEfffQRly9fJiMjg+vXr9doIyeXyykoKKCgoEA6hypPuw+qMzc3B8DExISsrCyFoq/MzMwa483MzFBWVsbExIR79+7VODdDQ0NpXV5eHs2aNUNFRQVLS8v/6boJL6Zjx44A1K9fn+Li4jc8m9dnxowZnDt3jgMHDtC5c2cAvL29MTMzo6ysjB9//JEePXrg4ODAmTNngMpCC1dXV1xdXZ/5LLS3t6+RlvM+k8lkDB48mEGDBmFjY8PEiROZNGkSHTp0wNXVlbt37xIWFoazszMuLi58/PHHREZGUlpaipOTE3Z2dgwdOpTy8vIaz21bW1uuX7+Op6cnAOXl5Tg4OACwevVqevXqRa9evaTvoSAIgiAIgiAIwj+JKMwRBEEQBEEQBEEQhDdsyJAhnD9/Hjs7O9LT0xk6dCgeHh789NNPDBw4kEePHvH777/j6uqKkZERZmZmUgpAbGwskZGRNG7cmB9++IHu3btz8+ZNFi5cyJEjR8jLy8Pe3p6zZ8+ydu3aN3ymT+fn58fo0aNZuHAhDx48IDExkY8//pgVK1bg5+eHs7MzMpkMAwMDIiMjOXz4MMOHD2fr1q1P3J+TkxMJCQkUFBRQWlqKoaFhrcxTTU2tRrFM9cKa6p8rKirQ19fHwsKCQ4cOMWjQIEJCQmjcuDEAERER5Ofnc/PmTYX9zZkzh759++Ls7MyXX36psG7WrFmEhYXh6OhInz59uHbtWo05Vp+DpqamVPQVHR2NsrIyampqXLlyRUr8qRqfmZkpjX3W+Vy7dg25XE5qaioXLlygd+/e9O/fn7i4OHr06EGPHj2Ii4sDKluMVXk8DePKlSv06NEDd3d3hRY3wpOdPXv2ucdWVFS8c8V5T9OzZ0+Sk5M5evQoxsbGFBYWcvPmTelneteuXSQkJJCQkCAV7hgaGrJv3z5MTExe6LoJlaKjo6XCpmbNmmFkZERAQAArVqygTZs2ODk5ERMTQ4MGDQBQVVVlz549JCYm0qFDB+Lj42s8twGaNGlCXl4ef/31F0eOHMHOzo68vDx2795NYmIiu3btYt68eW/y1AVBEARBEARBEF4J0cpKEARBEARBEARBEN4wNTW1GgUmrq6uFBUVAbBt2zZsbW3Zv38/fn5+9OzZk8zMTEJDQ6WWZcbGxri6urJhwwZsbW2llmUbNmxg9+7daGtr4+zszMiRI6lTp85rPb8X8Xhbr8OHDyusLy8vZ8aMGaSnp1NQUMCQIUOeuB8vLy++/vprsrOznzrmZZibmxMUFMTly5dRU1P72/HKyspMmzYNJycnlJSU0NLS4urVq5iamuLn50f//v2lQp2qlnP9+vWjX79+CvupWmdgYMCvv/76zGNWL8po0KABcXFx2NnZUVxcjIWFBebm5pw7d46UlBR8fX2l7Vq3bi1d+6dRVVXF29ubnj17YmBggIaGBocPH0Yul2NnZ8eBAwcAcHFxoU+fPs/c16JFiwgPD+fDDz+kU6dOzxz7T/Lzzz8zffp01NTUcHd3Z+fOnWhoaFBYWMi+ffuws7Ojf//+JCcno6Kiwr59+7C2tkZHR0dKiJo6dSrz5s2jQ4cOmJubY2ZmxvLlywkNDeXq1atkZ2czf/58Pv30U9TV1XF2dmbWrFlv+Mxfjo2NDTNmzEAulzNy5Eh27dqFkZERV69eBWDu3LlMmjSJOnXq8NVXXwGKqVGPp0C9j2QyGeHh4ZSVlVFSUsKOHTsIDQ0lNTUVHR0dNm7cyO3bt5k8eTKFhYUsWLAAExMTpkyZgrq6OleuXCElJQUbGxt27NjBpEmTGDhwoPQzPmXKFC5evMjdu3c5f/48O3bsYMCAAU+ci4uLCzExMVLxzuXLl0lLS5PScwRBEARBEARBEP6JRGGOIAiCIAiCIAiCILzlLl++LCVBdO3aVXohDZVFGI+3QqouLS0NNzc3APLy8rh9+zYmJiavdsIvoSqJxtTUVCruOHXqFK1atVJIqUlNTZUSdVatWkV2dvYT92dqakpOTg7btm1j06ZNtTZPXV1dEhMTFZZVFUFV/9yiRQs2bNgAICVPVHfkyJGnHqOiooKAgAAuXLiApqYmjRs3Ztq0aXTo0IEffvgBY2Nj7O3t8fHxobCwkA4dOtQoyvj2228xNzdnwIABGBgYcOnSJaKioliyZAlHjhzh+++/Z8mSJUyZMoX8/HypCKysrIwWLVqQnp7OmDFjKCwsJDU1FUtLS2xtbbGzs8PCwoL27dtTr149SktLgcoCJCUlJXR0dABQUVGpcU6Pq7qvVVVVpTZNfyc0NBRbW9u/Lfp5m61fv56wsDACAwNJTExk06ZN5ObmsnHjRvz9/dmyZQsnT56koKCA5cuX4+vry/nz5xX2sWTJEoKDg2natClxcXEEBwdz7NgxANq2bcvatWtZvXo1fn5+eHt7v9PpOYaGhuTm5tKkSRNsbGxwd3dn0qRJ0nPQ0tKSyMhINm3aRGRkJEZGRjWSngQoLi7m4MGDbN26lR9//FF6jm7YsIEVK1bQsGFDBg4ciKqqKkFBQaxbtw5VVVX8/f2Jjo4mLi6OiooK+vTpw4ULFxg0aBDbt29n1KhRJCQkMGzYMDIyMvjwww/p2rUrO3fufOK19/DwYNasWeTm5mJhYcHt27fp3r07O3bsAJCeKYIgCIIgCIIgCP8kopWVIAiCIAiCIAiC8N5KTU0lIiKi1vcrk8kIDQ0FKpMEoLKNT1lZmcK4sWPHkpmZ+bf7a9myJWlpaQCkpKSgq6tLbm4uAOnp6TXGV38p3blzZ/bu3YtMJiMlJeWtLMqByoSL5ORkwsPD0dTUpFevXmzatAl/f38aNWpEfn4+Hh4eGBgYkJmZiYuLCydOnHjmPl1dXalTpw66urqv6Sxqx549e2jWrBnx8fFMnjyZJk2aSC+tY2JicHV1ZeHChQQFBZGQkIC2trZCUcaBAwfw8vKSUpi2b9/OiBEj8PPzY8aMGWzcuFE6VlXLmkOHDinM4caNG6xcuZLly5ezbt06cnNzOXPmDImJiRQWFhITE0NcXBwtW7YEQC6XI5fLKSgooKCgQCqkqqiooKSk5In3adV9XV5e/sT1z0Mmk0ktud4VP/zwA6tXr8bU1JTY2Fig8l7966+/uHjxImPGjKG4uJgrV67g5eXFlStXsLGx4eHDh/z5558AODo6kpGRwZUrV3ByciI2NpYpU4m41IMAACAASURBVKYQGRnJ0aNHgcr0qUWLFtG4cWO2bdv2xs63NhgbG2NhYUGLFi24ffs2PXv2lNb5+/tjZ2fH999/z6BBg97gLN9uVcWdlpaWrFu3TiGZLDMzk+HDh3Pp0iV27txJTEwMUFlgl5WVRVpaGn369GH//v00a9aMM2fOsGXLFjIyMrh+/To2Njbs3r2bmJgYtm3bxsKFC8nKyuLGjRt4eHiQn58vzaN58+ZcvnwZa2troDIFbMCAAdjZ2eHg4MDChQtf85URBEEQBEEQBEF49URijiAIgiAIgiAIgvDesrS0xNLS8oW2qUoAeFZKTXXLli174Xk9zt3dHQ8PD/r160eDBg3Q0dEhJycHV1dXGjZsWGO8lZUV7u7uTJ8+nblz5+Lm5oZcLkdPT4+oqKj/eT6vwpOSaKqrKmAAxYSax5dVtXyCyu+Rl5dX7U3yNcnIyGDLli3ExsZSVlZG9+7dSUtLY+LEiWhra1OvXj0yMjL44osvUFJSoqioCCsrK6AyUQmgadOm5Ofnc+fOHe7du0eTJk3+n707j6sx7/84/mpTyZYJCSEl+761n0rKlijTUIjS0JiRe+5BamgMBnOjwSQGE5N9GWtlVI6UtZAtSyiJslQUI+fU+f3Rr2sk5jZzG8z4Ph+Peczpuq5zXd/v2erh+z6fT5XrPN/u59kAk6mpKTo6OtK+rKws6fjg4GDU1dVZvXo1Y8eOxdbWlho1ajB9+nT69OmDSqVi5syZQHn4zNraGhcXFwoLC3Fzc+PcuXPY2dnh7u6Oi4sLOjo6mJmZMWzYMDQ0NOjQoQPh4eGMHz+eTz75hHbt2hEWFkaTJk2A8vZsc+fOxdjYmJEjR6JQKBg2bBh5eXnUq1ePqKioV2oz9rY0a9aMc+fOcfLkSaytrSkrKyM2NpawsDDpcbW3t2fevHk0bdoUdXV1kpOT0dPT45tvvpHOY25uTl5eHvHx8UyZMgU3Nzfi4+NJT0/nyJEjqKur4+3tzeeff46VlRUfffTRW5z1n5eZmcmoUaMwMTHB29tbqpJV8V5fs2ZNpePbtGkj3a4ISGZmZhISEiJVsXofVYQ709LSGDFiBKmpqUDlymRbtmzh6dOnWFlZceLECVauXMmSJUu4ePEie/bsQVtbm+3bt/P999/TqlUrjI2NSUtL41//+hcrVqzA09OTsLAwGjZsSGlpKWpqaqirl38v9NnP7YogYYXRo0czevToN/RICIIgCIIgCIIgvHkimCMIgiAIgiAIgiC8t+RyOXFxcezevZuOHTuSlpbGmjVr6NSpE8uWLWPNmjXo6uoSERHBhg0byMrK4ty5c4SHhxMTE0NCQoK0kN6sWTPGjBnDjRs3aNq0qRQisLa2lhYkp06dSlJSEmPGjMHf318ax6BBg4iMjERfX5/AwEDkcjmnT5+W9mtra7N7924AIiMjAYiJiakyn4pF5wULFlTa/nw1lPdBeHg4P//8M9HR0W97KH+Yubk5I0eO5PPPPwfKW7t8/PHHfPvtt7i5uUnHeHt7S0EcpVLJ2bNnpUVwAFdXV8aNGydVEdHS0qKkpETa/3vtfp7f17RpUy5cuADAmTNngPL2Vc9XnHJ2dq7089ixYxk7diwAjo6OLFq0iHv37jFnzhyysrJ48OAB/v7++Pn50aVLFzQ1NfH29ubKlSt4eXmxceNGZs2aRUxMDDt37uTs2bOYmZkRGRnJuHHjuHDhAqdPn8bT05MdO3aQkZFBnz590NDQoFmzZqxcuZIbN27g4+NDSUkJrq6uTJkyhb59+xITE8O0adP49ddfWbRoES4uLlKlkL+Sr68vCQkJKBQKevXqRXJyMrVr10ZNTY1evXrRpUsXevTowcqVK9HV1ZVa0WloaFSqsDVt2jR++uknnJycOHv2LIcOHeLOnTtUq1aNW7ducenSJS5evMjWrVvx9vb+y+f1V8nMzCQhIQETE5O3PZS/rdjYWLKysmjZsiVGRkZs27aN6dOnY2NjQ82aNVm/fj27du1i6dKlPH78uMrrpX///ri5ueHn5weUv6/Lyspo2LAhx48fp1evXgDMnj2bMWPGUFJSgpaWFtu2baNGjRpvfL5/xunTp0lNTcXX17fKvtWrVzNmzJjXej25XI6xsbF4XQuCIAiCIAjCe0IEcwRBEARBEARBEIT3Xm5uLseOHSM1NZU1a9ZgZGTEli1bSE5ORkNDg7KyMqC8TVDTpk05ffo0OTk5yOVy0tPT+eabbxg9ejQaGhrExcUxZ84cnj59WuU6gwcPZt68edjY2ODj4yNtHzp0KNu2bWPMmDGkpaX9bRYy32UBAQEEBAS87WH8Ka6urnz22Wc4ODgAEBgYiIeHBx9++KHUwmzatGn4+/vz4MED1NXV+eGHH6qcZ+jQofzrX/9i2bJlAPTq1QsfHx/OnTuHu7v7HxpTw4YN6dSpEzY2NrRp0+YPVaTJzMzk2rVr3Llzh6tXrwJgZGREvXr1pNtXrlyRwjrnz5/n8OHDBAcHs27dOi5evMijR4/YuHEjhYWFJCQkcOrUKapXr87x48dJTk4mPj6eJk2aoFAoMDY25ueff6ZPnz4UFhYyb948vvrqK2xsbHB2dmbEiBG0bNmSS5cucePGDTQ1NcnJyZHCdH+1n3/+WbodHx+Pn58fycnJ+Pr6kpWVRWlpKbNnz2bVqlV89dVXjBw5EoDo6GiioqLYv38/1tbW1KtXj3bt2rF//36++OKLFwa1xo0bR+/evd/IvP4qK1asIDk5mSNHjqBSqfDw8OD69evs3LmTBg0a4OLigkKhoF69emzevJns7GzGjBlD3bp1peMqKBQKRo0axccff4ydnd1bnNWbZ2ZmJgU8Ab7//vtK+z09PfH09Ky0rSJUGhgYSGBgIADu7u6UlZVx584dVq1aRXBwsHS8qanpC0Ojfwe/V0HvVYM5ZWVllcKRv0cul2NtbS2COYIgCIIgCILwnhDBHEEQBEEQBEEQBOG9V9G2x8jIiJiYGBITEykoKGD9+vWcOXOGefPmERUVxYwZM/jyyy9RqVQUFRVx8OBB8vPz0dTUpHnz5jx+/BgbGxsKCgqwsrIC4NSpU/j4+HDixAmys7OZM2cOFy9elNqKbN68mT179nDp0iVUKhW2trbEx8dz+/ZtJk2axMaNG1EqlfTp04eEhIRKgZ7nVVQAmjVrVqWFxGer9rwOMpmMuLg4NDXf/j8r+Pj4EBISws2bN5HL5VLrGiivgFBWVkaXLl1eeN+Kx2vmzJmvvJj6Jqipqb2wBVpxcbF0u169epUCHkCluVdwdnbGwMAAgBYtWnDo0CFpn0wmA6j0mqrYVvF6adasmVSlKTQ0FE1NTTZt2sS1a9deeT4VFU/atWtXqRLPs7dv3ryJm5sbGRkZVK9enerVq2NiYoKRkREpKSmVgkR5eXmcOnWKTz/9lAMHDqCurs7gwYMpKCjAwsICS0tLoDzw8+DBA65evSq9Bjp37sz169exsrLi4MGDaGtro62tzf79+6X7vUk7d+7k9u3bDBgwAE9PT2JiYnBzc+Pu3busW7cOQ0ND7O3tsbS0pFq1alXaNlV4laDW35W/vz8mJib4+fkxePBg4uLi2LBhA9u2beOzzz5jz5496OrqEhISQkJCAmZmZhQUFFQ6btCgQSgUCnx8fPD3938vQjlPnz5l6NChlJSU8PTpU/T09PD29mb16tUMHjyYx48fS2Gmb775htjYWJ48eUJERAQdO3Zkz549fPXVV3Tt2pULFy6QlJSEj48PNWrU4PLly+zbt4+bN2/i4OCArq4uUVFR1KlTh4CAAC5duiRt09fX/0Pj/iPhltfpZRX0jh8/ztmzZ5HJZCxZsoSsrCzmz5+PUqlk+vTpuLi40KtXLzp37oyuri61atXi5s2bZGZmSlW77t69i6+vL0VFRbRu3ZqwsDAiIyP5+eef6d27d5Uqd4IgCIIgCIIg/PO8O//qJAiCIAiCIAiCIAhvSUVAID4+Hj09PWJjY6lVqxY3btwgLy+PsWPH0rJlSxo2bIiPjw/Tpk3Dy8uLqVOnMnjwYLKysujcuTNJSUkkJiYyZMgQDh48CJRXaIiIiMDc3JwZM2awY8cODAwMOHDgAE+ePCE+Pp7k5GQcHR2ZMWMGw4YNA8orlDx69IiioiLi4+P/cNWL1atXv94H6W9oy5YteHh44ODgwOrVqwkJCcHKygoHBwcKCwuZO3cusbGxuLi4oFKpGD9+PA4ODvTv35+CgoIXbpPL5QwaNIiBAwdiZWVVKSzzLrl48SIDBw5k4sSJr+2cwcHB2NraEhERIbW0eRUrVqzgp59+Yv78+RQVFeHh4UFoaCj5+fkoFArWrl3L8uXLmThxIsePH+f8+fMkJiYyadIkWrRoQVFREWZmZoSFhbFt2zaKi4vp06cPjx8/Ji8vjzp16rBnzx6SkpKIjIys1O5JpVJhYmJCamoqUB6Ua9asGVZWVoSHh9OpUyd69OhBWFjYWwnmLF68mCdPnnDy5Ek8PT1p3Lgxu3fv5ujRo7Ro0QKAoKAgDh8+jFwup2nTpsBvwSm5XI6mpqYU1EpISCAuLo7mzZsTGhr6Rqrl+Pj4kJGRQWxsLHv37v1Lr9WmTRvU1dVp1KgRhYWFPHr0CF9fX+zs7Ni6dSu3bt164XEAiYmJaGlpSeGzf5Jbt25hb2+PtbU1AQEBlJSUYGlpyYULF6hTpw5lZWXY2dmxf/9+XF1dpc+/vLw8rKys0NfX56uvvqK0tJRevXrRtm1bPD090dLSwtbWlszMTKZMmQJAx44dqV69OqtWreLo0aMkJCTQvXt3unTpQps2bXjy5AlLlixBR0eHiIgIGjVqxOnTp0lISGD+/Pn8+uuvDBs2DAcHBzw9PVEoFERGRuLp6Un//v05ffo0MpmMDz74gEaNGlFaWvqHHovQ0FDkcjlyuZyQkBCgvAVkRcDwWYWFhWzfvr3SttzcXFQqFdOmTWPNmjWsXbuW9u3bI5fLadu2Lf/5z39ISEhALpfz7bffAnDv3j2Cg4NZuHAhAG3btiUuLo4bN25Ij3VQUBAHDhygZs2apKam4uPjw4IFC0QoRxAEQRAEQRDeEyKYIwiCIAiCIAiCIAj/LyMjg+vXrzN06FCKior4/vvvOXfuHJs2bapUdaVFixYYGhoyd+5c5HI5P/74I/r6+ty/f5+6devyww8/8OTJEwB0dHTQ0dGhWrVqqKmpYW1tzYABAygqKqK4uJj09HTs7e1JT0+nqKiIVq1aSdcZMmQIO3fuZNOmTXz00UdVxvv8YmyFFStWSN/wP3v2LKWlpUyYMIFOnToRGxsLQFRUFL169cLKykqq3mNtbQ2UVzipqKISERFBr169mDJlSqUF7S+//JLu3buzatWqKuM6fPgwPXv2lAIxM2fORCaTYWRkRM+ePenbty+jRo2iVq1a1K5dm6ioKDIzM9HX16d169ZUr16d8ePH07BhQ/T09KRWNM2aNaNJkybUrl2bOXPmAJCcnMyoUaP48ccf2bp1a6XF3jVr1qBQKKQ2TJs2bUJbWxsdHR2pPVmTJk3w9fVl/PjxGBsbs3DhQjQ0NIiIiGDPnj0YGxuTkJDAhAkTiIiIkOa4e/du+vXrR3x8/Cu+ut6sVq1akZSUhK2t7Ws757x580hMTOTAgQNSG6pX4e/vz4gRI9i+fTv6+vps3ryZ2bNno62tjaamJufPn+fatWt8+umnfPbZZ5w+fZoBAwZI4bRhw4Zx/PhxatSowaFDh3BzcyM+Pp7IyEjMzMz46KOPKCoqol+/fpiamtK6detK158yZQrTp0/H0tISmUxGo0aNaNSoEQUFBVhbW2NlZcXNmzcxNzd/bY/VP1HFe+ZlXFxc6N+//2u/rpaWlhTOeLbKkkqlYt++fbRs2ZKDBw/i7u6OSqV64XEAjo6OGBsbv7Aa1d+dgYEB+/fvJykpiYcPHxIWFoaBgQHfffcd+vr6UqCrpKSEvXv3MmTIENzc3HB2diYpKYmwsDA+/fRT0tLS6NGjBw0aNEBbW5u4uDh+/PFHGjduzNGjRwG4f/8+gwYNIiMjg8zMTOzs7Fi0aBFDhgxhxIgRbN26lYCAAA4cOMD169dp164dycnJHD58GEtLS1auXImrqysJCQnIZDK2bt0KQJ06ddi7dy/5+fl07doVJycnbt68iYaGxl/2uL0omGNqaoqGhgYNGjSQQl0V7t27R3p6Or1796ZPnz7cvn0blUpF/fr1ady4sXRcu3btgN+qdqWnpzN16lRkMhnx8fFSgEwQBEEQBEEQhPfH2685LQiCIAiCIAiCIAhviUwmqxQ2sbCwoF69enz++edA+SLmoEGD8PLyori4mN69e3Ps2DFKS0sJDg6mUaNGKJVK/Pz8uHv3Li4uLtIio0KhAKBDhw4AbNy4kZCQEKKioqSWGT/++CPjx49n69atREdHc+bMmUrjc3d3x8vLC4VCgYmJSZXxVyzGampq4u3tzZUrV4DyIMTatWuRy+VA+ULq9OnTUSgUTJgwAScnJxYvXkxycjI5OTlMmDCBPXv2VDm/UqkkMjKS5ORkUlJSOHbsmLTvww8/JDQ0FCcnJ3x9fSvdLzo6mnnz5knBoGPHjjFx4kRiYmJQU1MjICAAZ2dnbt68yaVLlxgwYADHjh1DqVQSFRXFuXPnGDt2LNnZ2SxatIhZs2ZhYmLC06dP2bJlC7Vr18bR0RE7OzvU1NRYs2YNkyZNwtzcnG3btrFs2TK2bt3K559/zq5du1BXV2fx4sW0bt2aXbt2ERMTw/LlywEwNDTE1dWVGTNmoK2tzbJly9DX18fc3Jz09HQ2btzIvn37UCqVWFhYAL8tuj5bjUN4Nc9WMsnIyODRo0f4+/uTk5NDXl4e165dIyMjg4yMDD777DPCwsLo2LEjxsbGNG7cmMDAQLKzs6XzLVmyhKCgIJycnKhbty4HDhyQ9j1bIaPivfCsrKws6fa9e/f+kvn+Ec2aNSMqKuqNXvPWrVvSZ0yHDh1YunQp/v7+XLlyherVqxMTE4NMJqNHjx7cunWLoqIiIiMj0dfXJzAwkBEjRkjnioyMlD4PQ0JCOHDgANra2mzfvp06der86TG2a9eOoKAgrl27hpaWVqV9PXv2ZPbs2aSkpFC7dm3MzMx+91wzZ84kICCAjRs3vjDs+Hd1//59xo8fT2FhIZmZmZiZmdGpUyfS0tLo1KkTGzdupH379tSpUwelUsmkSZP49ttv+c9//sOePXvIzMxk7dq1+Pj4kJaWxpMnTygtLcXR0ZGCggLKysro27ev1JZu48aNbN26FRMTE7Zs2UL79u1JSUnh/v37VK9eHblczpAhQ+jevTsDBw5k165d3Lt3j3//+9+sX7+e1NRUli9fzpMnTxg2bBi1a9ema9euANjZ2TFp0iSuXLkiBTrz8vKoV68eUVFRKJVKxowZU2lbUVER7u7u6OrqUq1aNWQyGQqFgpUrV7J8+XLU1dUJCgrC3t6eU6dOoampia2tLS1btmT//v00bdoUXV1dsrOz0dDQkAK6t2/f5vz582hqatK1a1fCw8Np3749rVu35syZM+jr65OdnY2amhoDBgzg0aNH3LlzB2tra44dO0ZsbCxnz57lgw8+YOHChdIclUolFy9e/MPVgARBEARBEARB+PsSwRxBEARBEARBEARB+H+urq589tlnODg4AOXBncGDB/Pxxx/j4eHB+fPnkclkTJs2jWPHjmFsbCzdt169evTv3x9bW1s0NDRwcHDgyy+//N3rVdynTZs25OTkVKp6A1CrVi10dHRe2o7mRYuxL7tO/fr1gfIKAXfv3qVp06ZoaWnRrFkzHjx4UOn4igoT9+7dw9jYGA0NDTp16lTpmHbt2qGlpYW6etVivAEBAcyaNYtVq1ZJLUD279+Pnp4e7dq149KlSzx8+BBXV1fgt0oc1atXp0OHDhQVFVG/fn0aNGhAq1at2LZtG+np6RQWFhIUFIS6ujo6OjqcPn2aunXrSmM+evQoMplMWuzV09PDy8uLfv36YW9vz507d5DJZCiVSnr16gWUV9bQ1dXFyMgIS0tLDh8+THx8PEqlkujoaEaOHCkFtRQKBcnJyS+sxiG83KtUPFm/fj3BwcGYmZnx7bff8tlnn9GhQwcp+GRpaUlSUhLq6ur06dOHvLw8Zs2axZIlS965qkW5ubmsWrWK4ODgSttlMtkLA0Jv0/PhvgULFlC/fn1WrlxZqULO4MGDsbCwICoqim3btjFmzBjS0tIICwurcs5Tp05x7do1kpOTX8v7o3bt2iQmJlba9myo8uTJk1XuUxFweva4im3h4eH/85jeNevXr8fNzQ0fHx+8vLxo1aoVGRkZHD58mLS0NBo2bAiUv/+ysrLw9fXlyZMnODs7s3HjRvz8/Pj666/R1tambdu26Ojo8PHHHzNv3jysra25fPkyHh4ejBs3jkaNGlG3bl2cnJxYsGCBVKEsMDAQNzc3PvnkExwdHcnMzOTMmTOcPHmSrVu3UlJSgo6ODubm5jg6OuLu7g6Uf66uW7dO+l1SWlrK7t27CQkJQS6XM27cOIYNGyYFLu/du4erq2ulbdnZ2fj5+eHl5YWzszNQ3u6tRo0aZGRk4OjoSFJSEnv37kVNTY3Zs2dz7do12rZtS9euXalTpw7+/v5ER0dz+PBhysrKWL16NZcvXwbA3t6e4uJipkyZwuTJk5k7dy4aGhp88MEHLF++nJKSEgwMDNizZw8zZswAYPr06Tg6OjJr1ixGjRrFzJkzKSoqQl1dnR9++KHS3xLTp09/0y8ZQRAEQRAEQRDeMBHMEQRBEARBEARBEIT/p6am9tI2JxWVcAAOHjz4wmNGjx7N6NGjK21LSkoCKlfDeHax+PfuA+Whhg8//PCF13t+MdbOzo64uDhpLs/Oq4JKpaJevXpkZmaiUCjIycmhdu3aAFL7rbNnzwLli/bZ2dmUlZVVqebz7Dmfp6+vT3h4uFSNo0+fPjg6OpKSksKMGTM4d+4ctWvXZteuXQD06dOnynmfH7O5uTn6+vrMmzePHj16YGVlRceOHVm8eLF0vJWVFZs3bwbKF3vHjBnD0aNHCQ8Px9XVlVOnTvHrr7+ira3NlClTKlX7mDJlCp988gkKhQJHR0cCAwOrBLUCAwOpVavWS+ctvNgfrXhiaGjI3bt3CQwMRCaTUbduXUpKSrCzs0OpVGJiYkL9+vXf2ZZEhoaGVUI576oXhfssLS0BKoXuKip9uLm54eXlhZmZ2UvbpF2+fFk6x+99Tgivj4ODAyNHjmTHjh1AeVuoY8eO8fTpU7p3786QIUOwsrLi9OnTtGzZkkOHDnH8+HGCgoJwcHCgbt26LFmyhLVr15KVlcWdO3cYP3487du3p6ysjNq1a2NjY0NRURGenp5A+XPbvXt3oqKiiI6OZv78+SxevJg2bdqQkJDAgQMHCAwMpHbt2jRu3BgDAwOgvKLb2LFjCQ8PR6VS8c0331Say/Hjx/n888+5fv06jRs3JiwsrFJ1nUuXLlWpuHPt2jUGDBgAILWdvH37thQotbW1Zd++fYwaNYqDBw9SXFwsVel5+PAh/fr1w8bGhi1btqCurs6FCxc4f/48KSkpeHl5Sb9XbGxs6NevH8ePHyc+Pp47d+5w69YtUlJSWLBgAV5eXnTt2pXevXvj7e1Nq1atGD16NPn5+WzYsIFGjRpJ82zevPlL/5YQBEEQBEEQBOGfRwRzBEEQBEEQBEEQBOEd5e/vT/369aVqB897fjH2WU2aNMHd3Z3Zs2dX2aehocGECROwsbFBXV2d77//HoD+/ftjbW1Nz549AdDU1GTUqFFYWlpiYWFRJVTxMsuXL2f79u1ShYGMjAzCwsK4dOkSmzZtwszMDGdnZxo3bgxQJZj0Ih07dqRatWp8+OGHPHjwgIEDB2JtbU1paSkjR47E1NSU06dP4+joKC32hoaG4uPjQ6dOnZg/fz6fffYZ58+fB+DIkSNMnTpVCjL17t2bR48eERsbS8eOHaXrvij8URGq8vHxQaVSoVKp3usAwuHDh5k0aRJ6enp4e3tz+vRpTp8+Ta1atVi3bh0FBQVoamqiUqk4f/4827dvJyIigsePH/PFF19w8uRJZs6cSUJCAmvXrkUmk2Ftbc2lS5cYMmQIW7ZsQalU0rx5c9LS0vjiiy9QU1PD2tqapKQkZDIZFhYWxMXFMW7cOHx9fdm1axdfffUVXbt25cKFC5XCbq9zvp6enmzevBmFQkG9evXYvHkz2dnZUtu6FStWsHr16kot894lz4f7OnbsyNGjRxkwYABlZWVSOKfi/zVq1KBWrVp89913zJkz54XnNDc3Z/fu3UyYMAHgvX9/vAmdO3eWApUVHB0d0dTUZPz48ZiYmFRpldajR48q1aaefZ1u3LiRZcuWce7cORYvXoy6ujo3b96U9j97vn79+tGvX79K57K3tyctLQ2g0u8hXV3dKi3bKn7nQHmIZsuWLYSEhNC9e3caN25cqbpOeHh4lYo7CxcuJC0tjTZt2nDq1CmcnZ0xNDSUKlQlJSVRp04dqZWiQqHgzJkzqKurU6NGDY4ePYqFhQWPHj3i4MGDWFlZYWZmxvjx47l8+TKPHj3iwYMH1KpVi/v37yOXyzl06BD79+9n3bp1lJSUMGnSJKmil5eXF507d2br1q3o6emhUChe+fen8L/JzMwkNDRU+i8yMpJPP/30nQ1yCoIgCIIgCO8PtXep5HK3bt1UKSkpb3sYgiAIgiAIgiAIgiD8P6VSiaamJseOHWP16tUsX778rY1FJpMRFxeHpubr+56RSqUiICCAixcvcvbsWQYPHsy//vUvWrduzeLFi2nYsCEymQxfX1+Kiopo3bo14eHhhIaGkpWVRU5ODo6OjrRr147+/fuzY8cOrl69KrW/eh+EhITQu3dvZDIZJ06cICIiglWrr9dGQgAAIABJREFUVhEVFUVOTg6enp4MHjyY1NRUNm7cyKZNm9i5cydz5syhVatWmJmZsXTpUpYvX056ejphYWEEBQVJ4RaABg0akJWVRWpqKlu3bmXRokWVgjmLFi2iTZs2ODk5kZiYiJWVFb/88guFhYXIZDKuXLnyl8xXpVLx5MkTdHV1CQkJwc7ODjMzM0JCQoiMjMTKyork5GSOHz/OtGnT3rlWVqdOnWLkyJG0aNECgM8++4x169Zx5coVatSoQXR0dJX33d69ewkJCeHUqVNAeUAtJCSEpKQklEolfn5+BAcHI5fL0dbWZvv27dSpU+etzfF95ezsTHFxMaampqxZs+ZtD+cPyczMJCQkhB9++IGxY8dy+/ZtKXDZoUOHKttMTU1xd3dHV1eXatWqMWnSJJ4+fcqIESMoLS1FXV0dPz8/du3aRXZ2NjVq1MDY2JixY8eyadMmsrKypLZXXbt2JTs7GxcXF8aNG0fPnj1xcnIiKyuL8PBwunfvjqurK48fP5ba7U2bNg1fX1+poldUVBQnTpwgKCiIsrIy6taty7Zt2972w/peeFEwRxAEQRAEQRD+KmpqaqkqlarbqxwrKuYIgiAIgiAIgiAIgvBSS5YsYceOHTx9+vRvt7j7Kvbs2SO1WPHz80NXV5etW7fy5ZdfEhsby5YtW5g+fTpBQUFYWFgwZcoUjhw5AkDLli358ccfyc7OJjg4mP79+7NlyxbmzZv3Nqf0xgUEBDBr1ixWrVqFmZmZ1EqmW7duUquWNm3aoK6ujpGREe3atQPAyMiIgoIC0tPTkcvlUrWOF1WIMjU1RUdHh0aNGlFYWFhlf7t27dDS0pIqu2hoaKCnp4eenp70/P4V8x07diwRERHk5OSQl5eHmZkZZmZmANy7d4+mTZuiqakptYJ617yo0kpF67YKz4eJ1NTUGD58uPRzxcK3qamptO1FlbqEN2vfvn1vewh/2rPVeJ6vrvOybS8KvW3atIm4uDgePHjAnDlzqlR52rFjBxs2bKBu3bpERkbSvn37Ku/VoqKiKufds2dPlW2HDh2q9POLKhIJlVVUH1MqlRQUFFBQUECzZs24evUqPXv2pKioiEGDBhEdHU1ubi41atSgRo0a5ObmYmFhwZYtW3B0dCQ7O5uePXuSnp5OSUkJWVlZldpOVoQ4fXx8qF27NqmpqTg5OTFjxgyOHTvG+PHjMTc359KlS5w8efItPiKCIAiCIAjCP5n6fz9EEARBEARBEARBEIT31aRJkzh48CBHjhyhZcuWb3Uscrn8tVbLAUhPT2f9+vVcu3aNpKQkCgsLOXDgAHfu3KFmzZro6emRnp7O1KlTkclkxMfHc+vWLQBpAbdJkybk5+dz//59CgsL+eWXX175+pGRkcydO1cKMqxcuZJu3bqxd+9eZsyYgYWFBampqa9tvpGRkZSVlb228wHo6+sTHh7OvHnzOHLkiDTelJQUqRLLs62Mnr2tUqkwNzenT58+yOVy5HI5a9euRUtLi9LS0pfe53nPt0oqKyvj8ePH3Lp1i3v37r2eif6/Z+fr7OxMy5YtOXjwIO7u7pXGZmBgQFZWFqWlpVJ1mb+7bdu2MWfOHMaMGfO2hyK8w2JjY9m7dy+FhYVs375d2v7pp5++lfG8rI3Rjh07yM/PB8orP72rAbp/qujoaObNm0ffvn2ZPXs2hoaGbN68mbp169K8eXO++uorqTWmqakpxsbG7Ny5kxs3brBixQp0dXVp3rw5M2fO5JdffmHz5s2UlJTQt29fevXq9cJrymQykpKSiI6OBuDrr79m165drFy5khs3brzJ6QuCIAiCIAjvGVExRxAEQRAEQRAEQRCE95a5uTnOzs7UrVuXWbNmoVAo+Pjjj/n2229xc3OTjvH29pYWbZVKJWfPnpWqswC4uroybtw4Bg4cyOrVq/9QcMHQ0BAfHx8ANm/eTFJSEjo6OsydO1eqzvN7ysrKKo3l90RGRuLt7f3Kx7+KioXT4uJipkyZQmJiIjY2NtSsWZP169e/sMLNszp27IihoSEymQw1NTWGDRuGr68v+fn5eHh4sGLFCqA8mLV169ZXGtPkyZOxtbWlU6dONGjQ4H+e47OenW9ERATfffcdKSkp1K5dW6qWA6Cpqcno0aOxtLTEzs7utY7hbXF3d8fd3f1tD0N4B5w+fZrU1FR8fX0rbS8rK8PFxQWApKQkvvjiC4YMGQJUDcgEBgayYMECNDQ0/tKxVlRMGTVqFJmZmairq7NmzRpiY2NJT0/Hw8ODR48eYW1tjaamJosWLaKsrIz8/Hz27duHlpYWQ4cO5enTp9SpUwcXFxfpM1v48yqqj+Xl5XHx4kUeP35MQUEB3bp1IykpiZEjR5Kbm4uzszMXLlxAR0eHIUOGoKOjg46ODiYmJhQXF1NWVkbNmjXJysqie/fuKJVKunbt+sKQbEXFNl1dXQAePnxI48aNASp9fguCIAiCIAjC6yaCOYIgCIIgCIIgCIIgvFdu3bqFl5cXCoWC9u3bk5eXR3R0NIcPH+b69eu0aNGCNWvW8NNPP9G/f3+ys7NJT0/n6dOnZGdnU6tWLfLz82nZsiX5+fkMGTIEpVLJ8ePHGTRoEGfPnkUmkxEcHIyTk1OV6z99+pShQ4dSUlKCvr4+zs7OeHt74+bmxvHjx3F2dmbo0KGcOXMGmUzGnj17WLhwIQkJCairq7N69WoARo8ezQcffEC/fv1o27YtU6ZMQaFQ4Ofnx+jRo5HJZFhYWLB371769OmDtbU1hw8fxtHRET8/P0aMGEFubi6rVq0iODj4Tz+egYGBBAYGSj97enpW2l+nTh2p9YxMJpNaVj27sB0cHFxlDM+24klKSkIul1OnTh2WLl0qbYPKLWwqbvfr1w9XV1dycnLw9/evMuaKyjbPV9p5Fc/Pd9SoUVWOqZjvuHHjGDdu3B++hiC8C2JjYyktLcXKyoqEhAQpYPPpp5/y3XffsXTpUtauXUv16tX59ddf6dGjB7du3aJ3794olUpOnjzJrVu3kMlkbNmyhcGDB5OUlERycjKTJ0+mWrVqbN26tcpnxl9BoVBw8+ZNDh48iEqlQk1NDRcXF0JCQjA1NSU0NLTS8bt372b27NnEx8fz5MkTLC0tmTp1KuPHj//Lx/q+qKg+dvXqVSZMmEC1atWYPn06ly5d4tdff+XRo0cYGRmxb98+xo8fz4YNG9DS0sLS0hIo//xWqVQ0atSI/Px8mjZtSkpKCp06dXpplbLnP/Nr1arFrVu3qFOnDhkZGX/5nAVBEARBEIT3lwjmCIIgCIIgCILwXsjMzCQkJERaLH0Vf7TqhfD+qfgW/ty5cxkxYgSNGjWqtD8zM5Nr167h4ODwWgIQwuthYGDA/v370dTUxNvbm759+9KmTRtmzZpFgwYN2LNnDydPnmTChAmkpKSwceNGcnNzGT58OKNGjWLfvn0kJSWxbt066tevj0wmY+LEifj5+eHt7U1ERESlsMjzduzYQY8ePQgODq4UGvHw8GDp0qXExcWhqanJxo0bkcvlnD17lpycHORyOenp6XzzzTcEBQVx584d4uLi0NDQwNnZmV27dlGzZk2cnJzw8vIC4MMPP8Te3h4/Pz8mTJiAvr4+8fHxUkswQ0PDd/Y1qVKpCAgI4NKlSzx+/FgKwCxdupTFixfz6NEj1NXV6dChA7m5uTx8+JB69erRsWNHtLW1OX78OBcuXMDExISAgADCw8MJDQ0lKyuLnJwcHB0dadeuHf3792fHjh1cvXoVPz8/vLy8ePjwIZ06dWLx4sVERkayb98+Hjx4AMDevXt58uQJY8aMIS8vj3r16hEVFYWWltbbfLgE4bV6tvJNZmYm27dvr1T55uuvv+bo0aN06tSJtWvX0qVLF+7fv09UVBSDBg3iwoULWFlZYWRkhFwuJyIigrS0NKZMmUJERARXr17Fw8ODwYMHExoays2bN8nMzKRZs2asXLmSq1evMnz4cAwNDSkuLmbVqlU0a9bsT89HS0uLUaNG4e3tTdOmTfn6669femxFVZVGjRpRWFjI7du36dChAwCdOnX602P4pzt8+DCTJk1CT08Pb29vfvrpJ2rVqkVeXh4bNmygefPmrFy5kjVr1gDQo0cPTpw4wZEjR9DW1ubXX39FqVRy+/ZtlEolQ4cOxdfXF3d3d+7cuYOZmRnNmzcnJyen0nXr16+PgYEBH374IZqamsTExFCjRo1XGvOXX37JwIEDMTU1pUmTJq/9MREEQRAEQRCECq+vbrEgCIIgCIIgCMI7Qi6XExIS8sJ9FZUmXsUfOVb4ZykrK/tDx0+dOrVKKAfKFzMTEhKAdzsA8b65f/8+Hh4eyGQykpKSuHXrlrTP1NQUHR0djIyMaN26Nerq6hgZGVFQUEBmZqa0ONutWzcyMjKws7Pjzp07tGzZklatWr3S9a9du0bnzp0BpPZYvyc9PR25XI5MJmP8+PE8fPgQKG8BpaGhwRdffEFqairW1tbUqlWL3NxcvLy8yMzMZOLEiQwfPpzc3Fy8vb0pKCjA09OTLl26YGVlRWZmJt7e3gBYWFgwYcIEOnXqRGxsLAARERH06tWLKVOmSJVuRo0ahZ2dHfb29n/4vfJH7NmzB2NjYxISEmjRogUpKSkAZGVlUadOHSZMmMCNGzcICAjg/v37eHt7I5fL2bJlC/7+/jRq1IiYmBhOnjxJzZo1pbZg9erVo379+gwfPpzRo0cDsGXLFjw9PVmxYgWenp4kJiby+PFjjh07BpQv/EZHR9OoUSPOnDnDypUrcXV1JSEhAZlM9sottgThXVNWVoafnx92dnb07dsXmUzG5MmTGTlyJJGRkaxcuZIVK1awf/9+ZDIZd+/exdramuzsbKpVq8a+fftwdHSkoKCA0tJSOnfuTHx8PFZWVtLnnFKpJDIykg4dOkjhHgMDAwCprV7btm2Ji4vjxo0bFBYW8p///IfvvvuO7du3c+fOnf95nqWlpQwbNoyoqCju3r3LiRMn0NLSorS0tMqxz1ZVUalUNG/enLNnzwJw5syZ/3ks/1TR0dHMmzePhIQE7O3tyc3NZdu2bXz33XfMmzePe/fusWvXLhITE9m5cydXr14lMTGRunXrkpqaiqOjIw4ODnh4eNCrVy8ePnzIokWLSExM5OLFi2RmZnLgwAGysrIAOHHiBJGRkTRr1oy0tDQOHTpESkoKeXl5LF26lMjISOC36mqRkZGYmpoCv1VX69q1K6mpqaxevVpqbyUIgiAIgiAIfwURzBEEQRAEQRAE4R8pKyuLgQMH0rdvXxwcHMjPzwfKwzZ79uzB1tYWS0tLafH5+QXpXbt2Se1ofvrpJz766COgfHHJwcHhrc1L+OvI5XJcXV0ZOHAge/furfIamThxInZ2dtjY2HDjxo1K9/Xx8SEjI4Off/6ZHj164ODgQHR0NCtWrOCnn37C0dGxUgBix44d9OrVC3t7ew4ePPjG5/q+W79+PW5ubsjlcqysrLCzs5P2Pbsg+/zibMXiH0BKSgotWrSgtLSU8PBw7t69y969e6vc70WaN28unedl7TaeZW5uTp8+fZDL5cjlctauXQv8tqBtaWlJgwYNGDBgADY2NiQmJlJUVESTJk1ISEjgu+++Q0tLi6ioKMrKyli2bBlOTk7o6+tXus79+/eZPn06e/fuZfny5dJienJysrSYHhcXR2JiIgcPHpRaa/0RlpaW2NvbY21tTUBAAHK5nEGDBjFw4ECsrKwoLi5m/PjxnDt3jvT0dJYuXUqbNm3Ytm0bGzZsIC4uDnNzc27cuMH06dOpWbMmM2fO5Pbt28ybNw8LCwsKCwsZN24cu3btYtKkSchkMlatWsXHH3/Mzp07uXLlCgBNmjRBqVRy//59CgsLady4MVevXqVLly7Ab+ErqFpBIz09nbCwMGQyGWvWrHktwQFBeBt27txJ/fr1OXjwoPQZNnjw4EoVBv39/XFyckIul1OvXj0AjI2NuXTpEjKZjPj4eOrUqcPVq1cZO3Ystra2UjCnrKyMe/fuYWxsjJqaGp06dUJNTY379+8DvwVhK95jRkZGPHjwgOvXr9OhQwc0NDSkff+LoqIiHB0dsbKyIjs7m/bt2+Ps7ExAQAARERG/e183NzeSk5NxdnYmNzdXVMd6iYCAADZv3syIESO4e/cu7du3R1NTk06dOpGRkcG1a9dIS0vD3t6eIUOGUFhYCJQHYrW1talevboUPH1TkpOTpb/tvvjiizd6bUEQBEEQBOH9IlpZCYIgCIIgCILwj3Xx4kXq169PYWEhmzdv5sqVK6Snp+Pt7U18fDxffvklw4YNw8nJSVqQVigUTJgwgZ9//pn27dtL36jdvHkzRUVFHD58mN69e7/diQl/madPnxIdHY2DgwMJCQmUlZXRt29fXFxc+Oabb6hevTpxcXEsX76c2bNnV7n/tm3b2Lx5M82aNUOlUlG9enVMTEyYNWsWmZmZQPki5OzZs0lMTERXV/cvrTgivJiDgwMjR45kx44df+h+hoaG2NvbY2lpSbVq1VizZg3Hjx9n2rRpKBQK6bOhR48euLm58fnnn2NjY1PlPG5ubnh4eODs7FwlHPMiHTt2xNDQEJlMhpqaGsOGDaNPnz7SfisrK5o1a8bq1aupW7cuzs7OtGnThiNHjmBvb09RUZFUFaJx48Y4OTmhrq6Ora1tpetUVJIBKCwslBbTNTQ0pPYtmpqatG/fvlI7mN8L55SVlUn75XI5N2/e5Nq1a1IbsYqQzO7du5k9ezbx8fF4eXmxceNGunfvTo0aNTh58iRz585FV1eXoqIiVCoV3bp1w97enjlz5hAREYGXlxf6+vq0bduWe/fu0ahRI9TV1bl9+zbOzs5cvnyZDz74gKdPn1YKTtWtW5dx48YxcOBAAExMTEhNTaVt27akpKTg5+fHxYsXq4S0zM3NcXR0xN3dHQCFQvFfn0dBeBddvnwZS0tL4Lew36tU8rK0tESlUhEXF8eAAQN49OgRDg4OHDt2jCNHjtC5c2f09PR4+vQpAQEBUoWdM2fO0Lx5cwYOHMiFCxekalMvq1LTrVs3zp8//6fmJpPJpEpfAImJiZX2e3h44OHh8cL7QXnotsL27dvR1NRk/PjxmJiY/Knx/NPp6+sTHh7OrVu38PX1JSsri9LSUtLS0mjRogXNmzene/fu0nNe8bmppqZGs2bNCAsLIzQ0lMjIyBf+7vwr2NnZiYC0IAiCIAiC8EaIYI4gCIIgCIIgCP9I+fn5KJVKkpOTWb9+PZMnT0Ymk6FSqcjKyiIgIICsrCwaNmzIxo0bsbGxqbQg/bwhQ4awc+dOEhISXtomS/j769KlC/fu3SM9PV0KWdy5cweVSsX8+fOJj49HoVDQunXrF94/JCSEWbNmoVQqX9q26u7duzRt2lRqmfBHK44I/7vOnTtLbUkqVCzEVrS8aNasmVQx4tnF3aCgIIKCgqT7NW3aVLpPhQULFvzu9bW1tdm9e3elbRULwBVhwGfHAhAcHFzlNVUxvvr166NQKOjXrx9nzpxBoVBgaWnJ6dOnOXjwIJs3b2by5MkA9OzZk8ePH5OXl1clFPT8wriBgQHZ2dmUlZVJ7VtKS0tRqVQ8ePCAVatW0aNHD8LCwlAoFHTo0IHw8HDkcjkLFy5EpVJJC/KrV6/GxMSEsrIyPDw8KCwsJDMzEzMzsyrVaFxdXQkNDcXX1xd1dXX69evH9evXpbZT165dIz09nRMnTqBUKvH19cXU1JTU1FSOHj1K8+bN+fjjj1EqlaSkpLBlyxYaNGjAtGnTCAgIoEGDBtI8DQwMiImJYdmyZUB5ZZDhw4fzww8/0KFDB3r16sXFixerPIf+/v6MHTuW8PBwVCoV33zzDT179vzd510Q3kXm5uYcPXqUAQMGSEHR538vvajlk7q6OgYGBtjY2JCXl4ejoyPVq1dn0aJFTJw4kWXLljF8+HCcnJyIjIwkIiKCyMhI1q9fj4GBgdQa68MPP2TWrFlVxvXvf/8bLy8v6tevj76+/luvUtO/f3+Ki4sxNTXFwsLirY7lXbV8+XK2b99OcXExnp6exMTE4Obmxt27d1m3bh316tWjf//+2NraoqGhgYODA19++eULz9WkSRPc3d2ZPXv2K7eJFARBEARBEIR3mQjmCIIgCIIgCILwj5SbmyvdLisrQ0dHByhfXGrfvj379u0jLCyMlJQUwsLCqixIQ+VFand3d7y8vFAoFOKb0v9gFQuNFa8RDQ0NFAoF+fn5yOVyDh06xP79+1m3bt0L79+0aVNWrlzJ4cOHWbhwId7e3lUWM+vVq8eNGzd48uQJOjo6lSqKCMLL/LfXScOGDWnfvj2XL1/m+vXrWFpakpKSgq2tLT179uThw4dMmTIFLS0tdHR06NGjx3+9pqamJqNGjcLS0hILCwu0tLT49ddfOXz4MK1atUJTU5Ovv/4aIyMj8vPzSUtLw8LCApVKhY6ODmpqasyaNYuMjAxycnKIiIggJiYGZ2dnYmJiaNeuHR07dmTy5MkcPnwYNTU1Ro4ciZqaGj169GDy5MksWrQIFxcXZs+eTbdu3XB2diYyMpKgoCD8/PwIDQ1FJpORmZmJq6srvXv3lsKTOjo6dOvWjePHj/Pw4UNmz56Nnp4exsbG3Lt3T5qns7MzBgYGANSpU4fo6OhKj8OzVTNCQ0Ol28+2+nnfyOVy4uLi6N27N3FxcS8MVjzL2tqapKQk6f+vKjIyEqj8HAivl6urK7t378bW1pYaNWq88BhDQ0Py8/Px8PBgxYoVAJSUlODi4sK5c+fQ1tbGwcGB27dvY2trS3FxMcuWLcPT01M6h5+fH+PGjePYsWOsXr0a+C2I+Oz7quI5VyqVHD16lNLSUqysrCoF6t6Gffv2vdXr/x0EBgYSGBgIQGZmJmfPnq3yOTl69GgpZFnh2UBsxfO/fv36v37AgiAIgiAIgvAGiWCOIAiCIAiCIAj/SIaGhty4cQMXFxfy8vLo2LEjUB68+Ne//oW9vT0aGhq0adOG2NjYF7Yheb4djY6Ojmhj9R6oeI04OjqipqZGmzZtWLJkCTVq1MDBwYEOHTq89L6hoaEcPXqU4uJiFixYQLt27QgKCsLT05N58+ZJ5w8KCsLOzg49PT1mzJiBnZ3dm5qe8DfybOUZf39/vv32W5RKJdOnT8fFxYWJEydy+vRpysrKWLduHcbGxmzbto2cnBwAfvjhB+lcz1bxGT58OMHBwTRs2BD4LWDybGCiYsH8+cX0GjVqMG7cOGbPns3UqVP55ZdfUFdXJycnh/v377N7926+/fZbDAwMWLlyJffu3aNnz55cv36dli1bUq1aNaZMmUK3bt2oVasW69evx9LSksjISPr160dGRgYAXl5eyGQyNmzYAJRXLZo2bRrHjh3D2Nj4vz52WlpalJWV8cEHH+Dq6kpxcTE3btygbdu2aGqW/3PYxYsXuXDhAvPnz/+zT5Eg/O2pq6uzatWqF+57NhD1bDBl06ZNeHp68v3330t/X1WoCGY8b8mSJezYsYOnT5+yZs2a/zqua9eu4efnx6NHj/D19ZXet4IgCIIgCIIgCH9HahXfBH0XdOvWTZWSkvK2hyEIgiAIgiAIwt+cXC5n1apV3Lx5k5KSEqpVq8aaNWto2rQpw4cPp6SkhBkzZvDJJ5+gVCoxMTEhKiqqUoWcFxk+fDgLFiyQFrMFQRD+SnK5nLlz5xIdHY2DgwNxcXGUlZXRt29f4uPjefz4MdWrVycuLo4DBw4we/bs/1qRxN/fn+rVqxMWFvZKY1i0aFGlxfRbt25JFVKmTp1KSkoK3t7eACxbtox58+YRGRkptQQsKCjg6NGjxMTEcPHiRSZNmsTUqVP56quvAOjXrx+PHj1CTU2N4uJigoKCcHd358KFC4SHh7N06dI/9dg9ePCAgQMH0rBhQzp06CAFiK5du8bnn3/Otm3b+Pnnn3F1df1DFVyEchUVc+7cuUNMTAzVqlVDX1+fWrVq0bNnTxITE8nNzZW2FRUVceLECYyMjFi4cCGHDx/G0tIST09PAgICuHTpErq6ukRFRaGnp8fQoUMpKSlBX18fZ2dnUTFHEARBEARBEARBeOeoqamlqlSqbq9yrPiqgSAIgiAIgiAI/zgymQzghe01ni2Nf+jQoVc+p7+/P/Xr1xehHEEQ3qguXbpw79490tPTpYpdd+7cQaVSMX/+fOLj41EoFLRu3fqVzlfRhuZVTZo0iUmTJkk/37p1q9J+NTU1FixYgJaWFs9++evhw4eMHDkSHx8fevTowSeffELHjh0xNDTk5s2b7NixAzc3N8zNzfH29qZr165AefuaQ4cOMXny5FeqqvEytWvXJjExUfq5osVXWVkZ/v7+nDx5kvz8/L9tKCc2NpbS0lL69+//1saQm5tLWloazs7OnDlzhq5du+Li4sKECRM4ceIErq6udO3aFS8vL4YOHcrEiROpWbMmR44cwcLCgo8++ojdu3djbGzMsmXLiImJISIighYtWtCjRw+Cg4Px9/d/a/MTBEEQBEEQBEEQhNdFBHMEQRAEQRAEQfhHkslkUkDndfiji9mCIAivg7q6OgYGBrRv3559+/ahoaGBQqEgPz8fuVzOoUOH2L9/P+vWrXsj43n2s9XFxQVNTU1mzZpFZGQkSqUSmUyGXC6nbdu2LFiwgB07dmBkZCS1tzE1NSU0NJSPPvoIfX19pk2bhr+/Pw8ePEBdXZ0ffvgBGxsbjhw58rvjqAjYXLlyherVq2Nra0tsbCxPnjzh/9i794Ae7///4/dK0pAS1sGxseZYzDGVdwdqmWORFCKa2HyYYWiEsDaMbcxZTcz5NKdIvUWxkUosm6Q5lLPIKR3evz/6dX1LbM7N9rz983l3Xa/3db1eV+/DZ65Hz+fChQtp3rw5KpWKdu3aERkZydChQwkLCyMjqQGpAAAgAElEQVQzM5MrV66we/duUlJS8PDwYMyYMa/6sr10rq6uZT0F0tPTsbCwID09nfbt23PixAkMDQ3R0dEpsa1ly5Zcv36dkydPcvPmTU6ePKlUbEpJSWHNmjVERESQl5dHu3bt0NLSonnz5gBKYEsIIYQQQgghhHiTSTBHCCGEEEIIIYQQ4hFFrXoerbpVFrS1tfn0009xcnJCS0uLRo0a8d1331GpUiUcHR1p1qxZmcyreEineKuhoKAggMcGXorGb9iwQdm2efPmZz731q1bqVGjBkuXLqWgoIAHDx4wfvx4UlNTmTx5shJU6t27N0FBQXTs2BE/Pz+l6pmrqyuBgYHUr1//mc9d3Mt4ncTFxTFq1CgqVqyIp6cn69atIzc3F0NDQ/r160daWhpNmjRh5syZfPbZZ5w5cwZjY2Py8vJwdnZm0KBBVK1albNnz7J161Zq1qzJwIEDOX/+PLVr16Z27drK7+Rlqlu3LomJiVhbWxMbG0uLFi3IysoiLy+PunXrKtuOHj1K1apV8fLyIiUlBS8vL8aMGcOsWbOwtLSkf//+jB49GoDc3Fw2bdpEUlISbm5uJCQk0LZt25c+dyFUKhWRkZGEh4fTtGnTx4bAisaUKyf/hC6EEEIIIYR4MfJfFUIIIYQQQgghhBD/QMWDL25ubri5uZXYv3379lLPeVNbMz2rP/74AxsbG6AwuLRy5UpWrVqFtrY2WlpayrgmTZqgq6uLtrZ2WU31b+3cuZOQkBBUKhUajYb+/fujr6/Pxx9/zMKFCwkNDWXixIkArF+/npCQECIjI5Xn37x5k8jISH766Sc2btxI27Zt0dPTIzIykpCQEO7fv/9K5m1iYkLz5s3ZtWsX5cuX58iRI5w6dYq+ffvSs2dPrl27pmyrWbMmfn5+TJs2jWvXrmFsbExISAhjx45lxIgRODo6AjBy5Ei6d++Oh4cHLi4uGBkZvZK5C1GkeKhQCCGEEEIIIV4VCeYIIYQQQgghhBDiX0+tVjN37lw0Gg3Xr18nICCA5cuXU6FCBRYvXoyPjw+5ubk0a9aMBQsWKM+7ffs2Pj4+fPnll1SvXh0/Pz+ys7Np2LAhCxYsYP78+axcuRJ9fX1mz55NixYtynCV/x2WlpYcPnyYDz/8kIKCAhYsWEBCQgJnzpxhyJAhyrjiIZ3idHV1yc/PfylzSU5OpkuXLty4cYOIiAiGDBnCxYsXMTc3Z+XKlRw8eJBvvvmGgoICZUzFihUZNmwYv//+O1paWmRmZvLll1/y559/cuPGDQwNDbl27Rq5ubn069eP8uXLk5uby+XLl/nss89wdXUlPz8fLy8vGjVqhLa2Nubm5qSmpnL27FmlipK1tfXftgV7Hs/bLjI9Pb3Utu+++67Utp9//vk5ZiXEkz3a/q5IUFAQtra2ODo6lti/a9cuZczq1av55ZdfmDdvXllMXQghhBBCCPEv8M/9cyEhhBBCCCGE+AuhoaEsXbr0qcd/8sknr3A2Qog3gUajYevWrbi5ufHrr7+yb98+zM3NuXjxInv37uXgwYPcvn2b06dPA5CdnU2/fv2YOXMmjRo14ssvv2T8+PFER0dTuXJlDh06xNatW4mOjiY6OprmzZuX8Qr/O7p27UpmZib29vZ8+OGHtG7dGnt7e1asWPFUz3dxcWHYsGEsXLjwpczn559/xs3NjY0bN9KoUSNiYmJo3LgxGzduLDVm3759bN++ndq1axMVFcUnn3xC/fr1sbS0JC0tjYCAAE6dOkWfPn1o3LgxarUaDw8Pzpw5g4eHB3fv3uXBgwekpKRga2tbInyk0WioV68eycnJABw/fvylrE+IN11R+7v9+/ezY8eOp96/Zs0aDh8+LKEcIYQQQgghxAuRijlCCCGEEEKI/4TH/UW+eLmWL1/OoEGDgMJ2JLNnz0ZHR6eMZ/XvpVariYyMJDg4GIDExETi4+Px8/MrNVaj0WBsbEz9+vWZPHkyjRs3JjAwkPT09P9M6yMobGsEYGZmRvXq1ZXHp0+fZsaMGWRlZZGenk5GRgZQ2DZoyJAhNG7cGICUlBQ+//xztLS0uHPnDq1bt2bKlCkEBARQvnx5pk2bxttvv102i/uP0dbWZtmyZX85Rq1WP/YxgIeHBx4eHi9lLkWvK3Nzc9LT02nZsiUALVu2JD4+nrfffrvEmKysLC5fvsyaNWuIiIjg3Llz5ObmYmhoSPv27fn222+JjIykWrVqyjl69epFQEAAHh4e6OnpcejQIX777TdmzJjB4sWLS8ynTZs2LFy4ECcnJ8zMzHjvvfdeyjqFeJM92v7uaffPnDnzP/U9KYQQQgghhHg1pGKOEEIIIYQQokxpNBoCAgJwdHSkc+fOrFy5kjFjxlBQUICrqyvnz58nKCgIX19fnJ2dleBHcSNGjFCqJty6dYvU1FRsbGxwcHBgxowZANja2gIQGRlJ27Ztadu2LZGRkUBhS47x48fTqlUr5UbvgAED6NChAw4ODhQUFLymq/Hq5eXlvbJjL1++XHk8d+5cCeW8ZtbW1o8N5QBkZmaio6PDr7/+SufOnV/zzP45ilcWKf74woULdO/eHbVaTfv27dFoNAAMHDiQCxcusGXLFqCwfdKcOXNQq9UcPXqUbt26YW1tTWhoKCqVitDQ0Ne6nn+jS5cuMX369LKexjMp/lrS19cnPj4egKNHj/LOO++UGqPRaLC0tKR///6o1WrS0tJIS0vj119/JSoqihMnTlC5cmXmz59P3bp1lecZGRlRrVo13N3dyczMpFKlStjb2xMeHg4UfpcFBQUBsGTJEvbt20eTJk2wsLB46WtWq9UEBgY+9fii7+AiiYmJfxusEuJlKmp/Bzz2/9c9aX9YWBg+Pj7cv3//9UxUCCGEEEII8a8kwRwhhBBCCCFEmSrezuPjjz/mwoULXL58GX9/f7p06UKtWrUAaNCgAZGRkejp6Sk3TgCOHDnC3bt3iYmJoU+fPixcuBC1Wo2/vz/R0dGMHz++xPmCgoLYs2cPe/bsYdKkScr23r17c/DgQcLCwsjNzeXChQvs37+fqKiox/5l9Ztk7ty5mJiY8Pbbb/Pxxx9TqVIlDAwMWLduHQCVK1emWbNm6OvrM2LECMzMzNDX11f2W1tbY2hoSJUqVTh06FCp5wQHB7Nt2zYSEhIwMDDAysoKa2trsrOz6d69O8bGxtSoUYOxY8eW2TX4t0pOTqZLly60b9+e7du3KzfKAwMDsbe355NPPsHX15exY8eSlZWFtrY2tWrVYv/+/cox2rRpQ+3atbGysmLNmjVUr16dpk2bkpSU9NzzSk9PJyoq6qnGqlSqVxoYexra2trMnj2b7t27c/fuXWW7lpYWixYtIjw8nP379zNhwgSCg4NxdHTE2dmZ8+fPM3ToUOzt7Zk3bx5dunQpw1X8O5iYmDBx4sTXes6cnBy6du2Kq6srffr0ITQ0VHkvhYaGKoGrqVOnolKpcHR0JD09ndTUVIYPH87KlSuZMWMGd+7cYdmyZXz//feYm5uTnJyMu7v7Y8/ZtWtX0tPTcXR0xNHRkV27drFo0SIlZOrr64uJiQk3btygU6dOfPDBB5iamgJgYGBAhQoV+OCDD564Jj8/P+zt7Tlw4AA9evR4uRfsJfirIKEQr8Kj7e+edr+1tTVjxoyhf//+Zf5dJYQQQgghhHhzSSsrIYQQQgghRJlKSUlR2nnk5eXRrl07PvroIz744APmz5+vjGvevDlQeIMkNTVV2X7mzBlatGgBFLYN2b9/PwEBAQQFBeHt7Y2Pj0+Jm5daWloYGBgAlKjo0qRJE3R1ddHW1kZXV5cBAwbg4+NDnTp1mDZt2hsfzsnLyyMjI4OqVaty5coVjh07hru7O7179yYnJ4fVq1fz8OFDWrVqxfXr11m7di3Tp0+nd+/eSkuVr776is8++4zY2FhycnL46aefuH//Pl27duXChQtoa2tz+fJl9PX1UalULFu2jAcPHvDTTz9x5swZ5bqLl+vnn39m+vTp5OfnA4XVcY4dO0ZMTAxr165l165dSngqODhY+X0XtXK6efMmdnZ2DBs2jG7dutGtWzf8/PxYtmwZ33777XPNqSiY4+joqGwrKCgo0/eRSqVCpVIB4Ovrq2wPCgpCo9GgVqu5ceMG0dHRymdDURUcV1dXrKysiIqKYvPmzSWOGxYW9rqW8I/yySefPLFFYFBQELa2tjg7Oyvb1Go1tWvXLlW9JScnh169evHw4UMMDQ1xdXUlMjKSgIAAtm3bRkhICDdu3GDQoEFs2bKFqVOnKoHJ5cuXl6go87y2bNmCjY0Nn3/+OQEBAY8dk5yczMWLF1Gr1aSkpDBz5kxatWrFmDFj8PX1RaPRsG/fPry8vJTXVFGVnCe99h53/UaOHFni54iIiMfOR1dXl969ez9xTa/rdRkSEsK2bdvQ09MjNDSU2rVrP3ZbkREjRmBjY4OJiYnSis/KygorKyuSkpIICwvD2tqawMBAYmJisLKyIjs7W6pRiRf2pPZ3RVWmgFL7i1rgFX8PCyGEEEIIIcTzeLP/ZVkIIYQQQgjxxivezuPgwYMEBwczbdo0Jk+ezJdffqmMK6rekZSUpLQGAbCwsCjVNkRXV5c5c+awYsWKElVxoDAccPv2bW7fvq0EGaBkm5H8/Hy8vLwIDw/n6tWrHDly5JWs/XV69913OXXqFIaGhrz11lvY2try4MEDACpUqECTJk1o0aIFFStWxNDQkMaNG5OdnQ2Ah4cHVapUYerUqVy5ckV5TuPGjWnZsiX379/n6tWr6Onpoa+vr5zz1KlTHD58mGnTphEWFsa1a9de/8LfQEWhlvT0dHx8fP5ybJMmTQAwNzcnKysLgD///FPZbm1trYzV09PDwMAAIyMjbt++rWyvXr06gwcPJjo6mvv37+Pg4ICZmRk3b94ECoMExcNwT2Px4sWsXLkSJycnHBwc8PDwIDQ0tEQ7m0dvcjo4OCjvSXd3d+W19jpkZmZSuXJlYmJintiCLSsri02bNr22Of3TzZs375nGF7VselRRKGb37t0YGRkp221sbJTqaNu2baNbt24lwjHz589n5syZL7aI/+/s2bM0a9YMKHzP/Pnnn8q+orZmKSkpqNVqVCoVAQEB3L59m969e3P8+HG8vb3ZvXs3HTp0oKCggL59+yrtpV4Ff39/atSooVTQKSuXLl0iKiqK2NhYpk6dysyZMx+7rcj//vc/2rVrR58+fUodZ/HixSxYsICwsLAS4cJHW2AJIUq2Dn1a/6a2rEIIIYQQQryJJJgjhBBCCCGEKFOPtvMICQmhR48ejB49muTkZE6ePAkU3hR1cnLi3r17tGvXTnl+69at0dfXx87OjtWrVzN06FC2bduGnZ0d7dq1o2/fviXON2nSJDp16kTHjh2ZPHnyY+eUnZ2Nk5MT7du35/z58zRt2vTVXYDXRFtbm/fee4+bN29y7949Dh48SIUKFf7yORqNhtOnT5OYmMitW7cIDAxUblI/Oq569erk5OQoYR8oDAPZ2toyefJkDh8+zNChQ1/6uv6NnqUNVPFAmUajQaPRUKdOHX777TcAjh8//sSxxbd36NCBAwcOkJubS+vWrUuNeVb+/v7069ePZcuWceXKFdauXcugQYP+8jlOTk5ER0dz+/ZtcnNzqVGjxnOf/1mNHTuW6Oho/Pz88PLywtHREU9PT3Jzc5UxixcvZu/evahUKq5evfra5vZPolar6dq1K126dKFVq1YA/PLLL7Ro0QIvLy+lehnAmjVrcHZ2ZvDgwTx8+JDQ0FBGjx7N6NGjSxzz0VBMES0tLZo1a0ZCQoISzHlcOOZlqFevHsnJyUDhe6ZKlSpkZmYCKNstLS3p1KkTarUatVrNjz/+WCoEmp+fz9SpU1m9ejWzZ89+4jUsapP1JH/3GbB48WLmzp2rHK94xY/XKT09XfndtWzZktTU1MduA/jjjz84efJkqVAOQP369alQoYISMHxSuFCI/4qCggIGDx5Mhw4d+OCDD4iMjKRt27a0bduWyMhIFi5ciJeXF1AYJndwcABg6dKl2NnZYWdnx7FjxygoKMDKygofHx+++uqrslySEEIIIYQQ/3nSykoIIYQQQghRprS0tJ7YDmXDhg0ArF+/nv79+5doi1K8HUjxllcAnp6eeHp6lth28OBBAFxcXHBxcSmxr6hVQfHHMTExz7SON0H58uXp27cvNWrUQEtLi8WLF//tc+rVq4eenh5GRkZ/2TJGW1sbBwcHTE1NqVevHgUFBQwZMoTY2Fg8PT0pKCigW7du0o7kKSxevJjY2FgOHTqERqPBw8ODs2fPsnXrVmrWrMmIESNITEwkNzeX9u3bk56eTkhICJUqVeLtt9/m5MmTJCQkYGBggJ2dHWZmZvTq1Us5/tdff42RkREXLlwgMTGRSpUqYW9vT7t27di/fz+TJ08mNTWVnJycEvPq1q0bo0eP5vTp0yQnJ9OvXz/ef//9EmNsbW2V91oRKyurUlVoHhf66du3LzNnzuTixYv06NHjRS/jX9JoNHz44YdkZ2cTHR1NcHAwUBgCqFatGl5eXvzwww/KZ1BsbCyWlpZ07NjxlVZCeRM8fPiQ3bt3K5VMpk2bxrZt2zAyMqJOnTrKuMaNG7N06VI6derEvXv38PX1LdXeCv4vFOPm5sbx48eVwA8UVutasWIF+fn5VK1aVQnHFH1nFA9OvYju3bvTq1cvXFxcqFSpEjY2NmRkZODm5oa+vj47d+6kWrVq5ObmYm1tzYULFzAzMyMnJwdjY2NOnz7NwIED+fXXX/H19UVHR4e8vDwAJkyYwP379/nmm29wdXXl888/Z9OmTRw4cAA9PT02bNjArl27uHbtGsOHDycxMZEpU6bQuHHjEq3g/onq1q2rVLMrqlj3uG1QGNT08vJizJgxzJo1q8RxHg0NPilcKMS/jVqtZvbs2eTl5ZGTk8OGDRsICgpi37595OTkEB8fz+XLl2nZsiXW1taoVCo++ugjrl27xunTpzly5AiRkZGkpaXRunVrtLW1OXToEK1atcLd3Z0ePXpw4cIF4uLiqFixYlkvVwghhBBCiP80CeYIIYQQQggh/hXi4uIYNWoUFStWxMfHh7S0NKKjo9HT02PTpk1cu3aNYcOGkZOTQ8eOHQkMDMTX15cqVaoQHx+vVNBJTU0tNW7ChAns37+f8uXLs2rVKszMzMp6uc9k5MiRjBw5EoAlS5awZMmSEvuLV50oemxra8vZs2cBuHz5cqljFn9OUQulbdu2lRq3cePGF5z9f4+/vz8WFhYMHjyYHj16EBkZyU8//cTGjRuxsbHh7t27xMTEEB4ezsWLF4HCYNThw4fR0dHB1taW5ORkypUrR8uWLbG1tSUlJUVpDRUaGoparaZ9+/ZcvnyZrKwspa2UpaUlRkZGHDlyhDZt2pSYV69evfjjjz8YNGgQTk5OSsWOx9HV1VXaUmlr/1+xXo1GQ05ODr///nup51hYWJCRkcG6detYvXr1C13Dv1PUumrHjh0ltqekpBAfH8+iRYt48OABXl5eVKlS5ZXO5U1TvCoOFH4W1KxZE4AGDRoo24sqnpiZmXHr1q0nHu/RUEzRaxrAzs4Ob29vpbqZlZUVJiYmqFQqtLS08PLywt/f/4XXVPQ9Ua5cOQICArCwsGDXrl1AYRBJW1ubcuXK4ePjQ4cOHdi+fTtbt25l+vTpNGnSBGNjY3bv3o29vT0NGjRg69atjBs3jt9//51z585Rrlw5Ll68SK1atYDC17qWlhYpKSksWLCAXbt2KRXiqlSpwt27d1m5ciWHDh1i3759TJ06laioKLS1tVm+fDl169Zl0KBBnDt3jjp16ijHfd1MTEx45513sLGxoXz58oSFhWFiYoKDg0OJbUX8/PyYOXMmISEhpT5fijM1NcXa2ho7OzsaNWqErq7u61iOEGXiwYMH7N27l7Vr1zJ//nzu3r1L//79uXLlCgsXLsTY2BgTExNiYmLQaDRER0djampKjx49OHfuHN9//z3bt2/n3r17SvvIkydPYm1tzZw5czh8+LCEcoQQQgghhPgHkGCOEEIIIYQQ4h/vadp07Ny5k5CQEFQqFQkJCURGRhIbG6tU5vjoo49YtmwZtWrVwsvLiwsXLgCgUqmYN28ebdq0YfLkyUycOLHUuNjYWA4cOIC2tvYLtfcR4lk1atQIbW1tzM3NSU1N5cyZM0owomXLluzfvx8oWZVGS0uLkJAQDh06xJUrVzhx4gTJycl88MEHTJ48mcTERNq3b8+1a9eoWLEinTt35tKlS6xbt4779++za9cuvL290dHRwcHBgd9++43c3FwWLVqEi4sL+/fvx97eHisrK6ysrEhKSiIsLExpOZOZmcns2bO5du0aZ86cKVF9qqhqiqur62PX6+bmRmRk5CsPwxRvXXXv3j3S09PJyMjgf//7H3Z2dmzbto3Lly9z8OBBZa46OjpK2Oi/rHjQCsDAwICMjAwMDQ2VtkVQugpK8bBWcY+GYhwdHZk4caJyrqLP6iITJ05U9r9MnTt35s6dO9SvX79Eu8Tr168TEBBAVlYW6enpNGjQQAkdFbVe6tq1K0FBQaSnp2NqakqFChVo3749+/fvR09PDz09Pfbu3YuNjQ35+fmcPHmSWrVqcffuXZKSkti3bx+DBw8mMzOTY8eOMXPmTPbt20dwcDDJyclcvHgRtVpNSkoKM2fOxM/PDx0dHSIjI5kxYwYPHz586dfj76hUKiXQN378+BL7xo8fX2pbUSWt4tuLnl+0r27dukpVtaCgIMqVK8fatWtJS0t7BSsQ4p+hefPmQGHFtokTJzJq1CjMzc05e/YsqampfPTRR0yaNInevXvj6elJfn4+2traeHh48Omnn3L16lVGjRpFbm4u5cuXJzo6Wvn8gdKf2UIIIYQQQoiyIcEcIYQQQgghxL/CsGHDCA4OZtmyZTRp0gQbGxvg/24O//777/Tr1w8orPBSVJWh6Aarvr7+E8eNHTuWAQMGYGxszPTp0+Uvj8UrVTzA8Gi4wcLCgj179gAl28QUv/FWUFCgBBdat25NnTp1aNKkCZs2bcLJyYmmTZsSExODkZERWVlZ5OTkYGhoyJ9//omtrS1ubm5MmDCBDh06sHfvXgYPHszNmzfJzMykYsWKHDlyhIkTJ7Jw4UJ++eUX4uPjSwRzTE1Nyc3NZceOHcTFxSnbAYYMGcKQIUNKrLd4KzktLS369u370q7loy2risJLj7auateuHb179+a3337j22+/pUKFCjx8+JCWLVty5MgRAKpUqcKNGzfw8PBg8eLFVK1a9aXN8032xRdf0KVLF+rXr/+XlVtUKhUTJkzgl19+YdKkSSX2PSkU8zpFREQ8dvvq1avp3r07vr6+eHt706FDByIjI5X9Go0GLS0tWrduzZgxY/Dz8wOgffv2dO7cGT8/PypXrszcuXNZu3YtarWaypUrExMTw8CBA7l586bSri41NZVu3bqVeN+npKSgVquVEIupqSlpaWnKzfz333+fQ4cOvaKrUnYmTpzIoUOH0NHRYd26dWU9HSFemaLWb0lJSfTr14/4+HgCAgL45ptvOHfuHJ6enqxYsYIvvviCAQMGsHHjRoKDg6lTpw4XL17E3Nycffv2oaOjw5IlS+jQoQMnT57kyy+/5Isvvijj1QkhhBBCCCGKSDBHCCGEEEII8a9gZGTEggULyMjIwM/PD2NjYz7++GOg8MappaUlc+fOxdTUlPz8fLS0tPjhhx9K3AAFHjsuJyeHzp07M2PGDLZv346np2dZLFH8RzRp0oTx48eTlpZWqoVL69atCQsLw87OjsqVK7N69WqllViRSZMm0alTJzQaDe3bt8fGxoZ69ephb29PSkoK5cqVw8HBAQMDAzp06MCVK1ewsLAoNY/c3Fw8PDyUFlkZGRk4ODgwb9483nvvPerXr0+FChWUqiHF9ezZk61btxIVFUVgYOBTrXvBggVs3ryZnTt3PuMVe7IntawqUrx1lba2Nvfu3aNu3brcv38ffX19YmJilHZWeXl5Twxv/FcUr5JSVOXk/fffJz4+nrt379KpUyegZJWzogoodevWVSo4POqffF0dHR3p378/W7Zs+ctx3t7eqFQqfvrpJ6Cwms7NmzextbWlUqVKfPbZZ1haWpKWlsbNmzdxdXXl/v376Onp0bdvX/r160elSpVwdHQsEc6ztLSkU6dOfPfdd0Dh+/LYsWNER0cDkJCQ8ApXX3ZCQkLKegpCvBa6urq4urry4MEDNm7cyKRJk+jQoQOVK1cmISGBiIgIgoODyc/PZ9q0abi4uBAWFoa7uzuhoaGkpaXh5OSElpYWjRo1IiYmBltbWyWUU/RZLYQQQgghhChbEswRQgghhBBC/CssWrSITZs2cefOHcaNG8fx48dp37690iZl+vTpDBo0iJycHHR1ddm4ceNjj/O4ce7u7ty7dw+A9evXv85lif+gKlWqlGj/BCUDEfPnzy+xz9DQkPDwcOVnFxcXXFxcANiyZQuHDx8mODgYPz8/OnfuzIYNG6hYsaISPmnXrp3SOiogIIA7d+4A4O7ujrGxMVu2bMHb21upDNK4cWOgdDWf4tzd3fH29iY3N/exoZ/HGTZsGMOGDXuqsU/r0ZZVly9fpnr16gQHB5OXl8fhw4fJzc2lbt26hIeH8+OPP7J37146dOhAbGws4eHhtG3blooVK/LHH39Qs2ZNXF1dWbhwIaGhodSrV49Dhw6Rnp7+Uuf9JomNjWXSpElkZ2eXqoTzumVkZCivu2bNmtG7d2+++eYbCgoKuHHjBhEREYwZM4bhw4fTpEkT5s6dS61atWjVqhW+vr7k5OTQtWtXxo0bR1BQEBcuXCA9PZ02bdqwdOlSrl69ip+fH9nZ2QwbNowFCxYo59bS0sLT05Ny5f7vn9r+/Fr1K3EAACAASURBVPNP5fG1a9eAwupsAwYMIDg4mNDQUG7evMns2bPZvHkzlStXpn79+ko4z9PTk7Vr12JiYoJKpUJLSwsvLy/8/f354YcfcHJyok6dOtSuXfv1XWQhxEtlbW2tVHGD0t/xnp6epQLhq1evVh6/9957uLm5ldgvYRwhhBBCCCH+ebQe/cezstSyZUvN0aNHy3oaQgghhBBCiDKSlZVFVFQUPXv2fKbnLV++nEGDBr2iWYk3UWJiIvHx8bi7u5d6Tb3s10tiYiIFBQW0aNFCOW9RO5uyVlBQwJAhQzh9+jSVKlUiKCiI8ePHU1BQwN27d9HX1+fYsWPs2LEDe3t7zpw5g6+vL9bW1gwaNIj+/fsr7bKaN2/Ohg0b6NixI3PmzMHW1paDBw+Snp5OUFAQoaGhyjaAXr16YWtry//+978yW396ejqBgYG0adOGatWq4eXlxQ8//EBubi4rV67k448/Zu/evRw5coRy5crRs2dPTE1N2bNnD4cPH6ZRo0akpqby2WefkZOTQ1xcHOvXr8fW1pbY2FgWLVrEV1999Z8O5vyVgoKCEm3WXqaiSjy+vr7Ktg4dOhAREUGFChXw8fGhQ4cOTJs2jZiYGFatWkWTJk0wNjZm9+7dBAcH4+LiwtatWxk9ejR9+vTBzs4OFxcXVqxYweLFi6lSpQqjRo2iU6dOrFu3jmnTpuHh4UG7du0YN24c3bt3p127dhw4cICxY8cSFhbGu++++8xruXHjBu7u7nz00Uf06dPnJV0hIcQ/nVqtJjIyskQwRwghhBBCCPHm0NLSitdoNC2fZqxUzBFCCCGEEEL8Y2RlZbFp06ZSwZy4uDhGjRpFxYoV8fHx4cKFC0RFRaGtrc3y5ctZvnw5Bw8e5Ny5c9SpU4datWrh6+tLYGAg4eHhqNVq1Go1QUFBLF26lLCwMADmzZtHixYtsLKywsrKiqSkJMLCwrC2tuaHH34gLCwMfX19Fi5cSNWqVZVKCQ0bNmTBggXMnz+flStXoq+vz+zZs2nRokVZXDbxGNbW1lhbW5Oenl7qNfWkYM6jIYKnDRUkJiaSl5dHixYtlPP+U2hra7Ns2bIS2/bt2/fE8e+88w4HDhxQfk5OTi6xf/LkycrjogBO3bp1lZBE8b/S19XVpXfv3s8995epeMuqBw8e4OXlRatWrViwYAH6+voYGRkpLatOnTqlBG08PT0ZN24cGzZsoHr16ty8eZNr165x+fJlXFxcqFmzZtkurIyNGTOGAQMGkJGRwbhx40hISGDAgAEcOXKEDz/8kIyMDObPn4+3tze3b9/G2tqab7/9ltDQUCIiIrh16xYAO3bs4MaNG3h4eKCvr4+uri6jRo1SqkQ9rdzcXHr37s3t27dJT0+nQYMGGBoaAigt17p27UpQUBDp6emYmppSoUIFzpw5o3x+N2/enLNnzwKFbeUAzMzMuHXrFikpKXz++edoaWlx584dWrduDYCdnR2HDh167utYtWpVpTWVEOK/o3g1PCGEEEIIIcS/mwRzhBBCCCGEEGWqeOjm1KlT5Ofno1Kp+Prrr5k3bx7h4eH88MMPNGzYkNDQUCwtLdFoNOjr6zN58mT69+9PYmIiZ86cYffu3Xh6epKTk8ORI0cwMjIqca5r166xbds2YmJiuHnzJoMGDWLLli1cunSJX375hfj4eMLCwjAzM2P9+vXExsaio6NDQUEBY8aMYfz48UqlhEOHDrF161aio6PR19cv1cpHlJ24uDj8/Py4f/8+Fy9epFy5cmzZsoVt27bx/fffc/jwYYyMjFi7di0PHz6kT58+6Ovr4+rqyqVLl8jOzqZ58+bs2LGDw4cPM3To0L8MZC1evJjr168THR3NkCFDlL9+f1zgKzAwkJiYGKysrMjOzlYCLf82/v7+1KhRA1NT07KeCgCWlpY4OTnh7u4OFAY4FixYUGrbqlWrSE5O5vPPP2f79u34+/sTGhpKTEwMgYGBbNu2jbS0NO7du8eePXv4+OOPy3JZZc7GxobY2FgyMzMxNTUlOzuby5cvU6NGDXr06EG7du34+uuv8fT0pF+/fgwePJhffvkFgBo1avDTTz8xZMgQjh8/zu7du6lUqRIzZ85k4MCBDB48mNTUVAYMGEDnzp2ZM2cOGo0GHR0dDAwMiI+P5+uvv2bEiBH8+OOP2NrakpmZiZ+fH46OjrRq1Yq9e/eSnZ2tzLeoHVvr1q0ZM2aMUtnKwsKC+Ph47O3tSUhI4JNPPgFKt2uztLTEx8eH999/H4C8vLzXdamfqHiA8FVWKBJCCCGEEEIIIcTzk/9aF0IIIYQQQpSpnTt3EhISQlRUFLGxsXTs2BG1Wk316tWVMd26dePkyZP069ePjIwMNBoN2trajBgxAnNzc2rWrMkXX3xBxYoVqVWrFgMGDGD+/PnK84tCM2lpaSQlJeHg4EDPnj3JysoCoH79+lSoUEGpqHD27FlatGiBjo4OUFh1pKhSgkqlYt++fWRkZDBlyhQCAgLw9/fnypUrr/Gqib+yc+dOPvroI3x8fKhSpQrdu3cnIiKCNWvWcPfuXdq2bcvPP//Mpk2bmDVrFnp6evzxxx9kZGRQp04dMjMz6dOnD66ursyePZvx48cTHR1N5cqVSwSyoqOjad68Of7+/owZM4ZVq1aVmMelS5dYvHgxCxYsICwsjMzMTI4dO0ZMTAy2trZldHVej8WLFzN37tyynobC39+fzZs34+TkhKOjI8eOHXvsNgAHBwd27NhBbGwsBw4cIDU1lQ4dOrBhwwYePnzIuXPncHR0xMbGhszMzDIPQuTk5NC1a1dcXV3p06cPS5YswcnJCXt7e9zd3cnPz2f69Ons2rULgG3btvH1119z//59vLy8cHR0xNPTk9zc3Gc+d/v27YmLi+PMmTN4e3uzdetW3n77bQAlvFK8Gk3Lli1JTU0F/q8aTfHP3Y4dOxIbG4uenh7GxsZK0Ofbb79lz549BAQEcOHCBXbv3o2Ojg5Xr17l7t27WFtb06dPH3Jzc/nmm29wdHSkYcOGTJkyhTt37pSat7e3N2q1GmdnZwDGjRvHpEmTsLGxQaVSYW5u/tj1TpgwgeDgYBwdHXF2dub8+fPPfM2eRlxcHG3atMHR0ZHly5czYsQI7O3t+fDDD7l16xbp6ek4ODjg4eFBaGgoKpWKsWPH0r9/f7p168bNmzcBGDlyJPHx8UBhdaMTJ06wZ88emjdvDsCAAQNYt24dbdu2pW3btkRGRnL79m08PT2Bwt/vli1bSEtLY9iwYa9krUIIIYQQQgghxH+BBHOEEEIIIYQQZWrYsGGsW7eOfv36cfXqVWV78UoFlSpVonPnzoSEhKCtrY2rqyubN2+mY8eO/Pjjj+jp6ZGUlET9+vUpX748mzZtYtWqVVy6dAn4v3Y89erVo1WrVkprq71795Y6l0ajwcLCgoSEBAoKCoDCKgSWlpbMmTMHtVrN0aNH6datG9bW1spN0X9r5ZM30bBhw4iOjmbr1q2YmZmho6ODubk5Fy9epFmzZkBhQCAlJYWUlBTy8vLo0aMHmZmZ9O3bF41Gg1qtxsvL64UCWY8Gvv78808ljPBPanf1b1a3bl3Cw8PR19cnPDycffv2ERUVRZs2bR67zdfXl+HDh7Ny5UpiY2NxcXFh+PDh7N+/H3d3dz7//HPq1atHpUqVOHz4MGZmZqUqc71uW7ZswcbGht27d2NkZES5cuXYvn07MTExNGzYkKioKHr16sXGjRsB2LRpEx4eHixdupSuXbsSFRWFSqViw4YNz3zuGjVqkJmZia6uLu3bt2fWrFnY2NgAKIGlomo0AEePHuWdd94BSn/u1qtXjwoVKhAXF8fZs2dxdnZWgj5aWloYGBhw6dIlDAwMgMLvhfz8fCVk0rJlS/Lz80lMTMTS0pKIiAicnJyU8I2vry++vr7KuT09PSlXrrCQdJ06dVCr1cTFxTF+/HgAgoKClOeGhoZSt25dqlevzubNm4mKiiIyMpJ69eo98zV7GsUDq02bNuXu3bvExMTQp08fFi5cCMCVK1dYu3at0pavR48ehIeHK7/rgoICkpKSlIBUUXWjuLi4EtWNikJPe/bsYdKkSRgYGHDr1i1ycnIwNjYmLi6OuLg45fcqhBBCCCGEEEKIZyfBHCGEEEIIIUSZMjIyYsGCBYSEhDBu3Djy8/MBqFKlihKsWbx4MStWrODDDz/E1NQUExMT+vTpw65du1ixYgUGBgbk5OTg4OBAjRo16NmzJ/v376d69eo4Ozvz22+/AVC9enU6d+6Mvb09Dg4OfPnll4+dU/Xq1XF3d8fGxgYHBwdOnz792EoJQ4cOxd7ennnz5tGlS5fXc8HE3zIyMmLUqFE4Ojry559/Kq+pSpUqkZSUhJaWFkePHuW9996jadOmNGnSBLVaTVJSEiqViuzsbA4cOECHDh2eKpClq6urnKO4R4MHderUUV6Lx48ffz0XQzyzRYsWKdVJFi5cyLZt2/jwww9JT08HoE2bNiQlJWFkZMT69evLPLBw9uxZJXBmbW3N3bt38fPzU6r8ZGRk8O6773LmzBmlvVu9evVISUlh7ty5qFQqwsLCnrvql6mpKU2bNqVu3bpcvXq11PXw9/dnzZo12NnZoaenR9u2bR97nMGDB7N69Wp27NiBlpYWzZs3V4I+BQUF3L59m7fffltpTXXnzh0KCgqIjIwECkM/+vr6QGEIMykpifz8fCWYWeTAgQP4+fkxYsSI51rv61A8sLpr167HVhyysrJSqrrB/1Uo6t69Oz///DMHDhzA3t5e2f+k6kZFoScDAwPleBYWFqxfvx43NzeuXLlCXFwc7du3f13Lf6USExNZtmyZEtIqql7m6+urXNtHpaen4+Pj87qmKIQQQgghhBDiX6hcWU9ACCGEEEII8d+2aNEiNm3axJ07dxg3bhzLly/Hw8ODxYsXU7t2bZydnalfvz4DBw4kKCgIW1tbJk6ciLe3N0FBQfj7+6NWq8nOzmbevHn4+PgQGRmJvb094eHhJcIRAAMHDmTgwIElth08eBAorK5RVPlm2LBhpVp3bN68ucTPYWFhL/lqiGeRlZVFVFQUPXv2LLF90aJFrFixgsuXL2NiYsKNGzcICAjA0NAQBwcH5syZQ48ePVizZg0jRozgwoULWFhYYGdnR1hYGG+99RZNmzZFW1ubCRMm4O/vz61bt9DW1mbJkiUEBQVx9uxZcnJyWLFiBXp6evj6+nLixAnc3d2fOF9TU1Osra2xs7OjUaNG6OrqvupLJJ7DyJEjGTlypPLzgAEDSo359ddfX+eU/lK9evVITk7Gzc2N48ePY2Fhwbvvvsvq1auZOHGi0spPpVIxadIkHB0dAbC0tMTJyUl5zT5PKyso+Tl48eJFANRqtbLN0NCQnTt3lnhOUSgCCivTQGFlsqioKAYOHMiRI0do166dEvSpW7cunTp1oqCgABMTE1xcXKhVqxZLlizB2NiY06dPs3r1aszMzAD47LPP6Nu3L2+//bbSWquInZ0dhw4deq61vi5FgdWMjAz8/PwwNTUFSlYcerSFWtHPlSpVwsDAgHnz5jFjxgxlf1F1o5o1a9K+fXu6d+9OQEAAqamp3L59G0AJGNrY2DBr1ixWrlxJQkICp06demXVgV43a2trrK2tOXDgQFlP5R+joKCgzFvyCSGEEEIIIcS/nVbRP9D8E7Rs2VJz9OjRsp6GEEIIIYQQ4g1W1Kaq6Gav+PdKT08nMDCQ8PDwvx37pBuPtra2SjCryNixY+nVqxetWrV6aXMtkpeXR7ly5Vi7di1paWlK2xzx8hWF7IqHQF6l3bt3k5+fT+fOnZk7dy4bNmwo9dp6FXJycujVqxc5OTlUqlSJrl27Mm/ePMzMzKhSpQodO3bE19eX3377jWbNmpGSkkKDBg24f/8+Q4YMITMzE41Gw8yZM2nTps0LzeVFbvDfvn2bzp078/DhQ5ydnZk+ffoLzeVNNnfu3BKB1ZiYGI4fP07lypVZvXo1WVlZJT77VCoVkZGRSmuuHTt2EBgYSEJCQonjDhgwAGtra0aNGoW5uTm7d+8mIyODyZMno9FomDp1Ki4uLpw9e5YWLVpw48YNli5dyu7du5VWaG86tVpNZGQkw4cPx9TUVPkO8PX1JTAwkPr166NWq5k9ezZ5eXnk5OQwa9Ys5syZQ3h4ONu3b+err74iLy+PSZMm4erqyv/+9z8SExMpKChg1apVmJiY0LNnT+7evUv16tVZt24dv/zyC+PGjSM3N5fBgweXCAjHxcUxatQoKlasiI+PD2lpaQQHByufYSqVikGDBlGtWjVOnz7NF198wcKFC7l37x4RERFcvXr1L/eXL18eV1dXcnNzlfmcP3+egQMHYmxsTPPmzUlOTmbNmjXk5eXRqVMnoqKiyug3JIQQQgghhBBvDi0trXiNRtPyacZKxRwhhBBCCCHEv4pKpUKlUpX1NMQLelLopugG5u3bt7l16xb5+fmoVCrWr1/P8uXL2bZtG3p6eoSGhlK7dm2srKxo2rQpDRo04ODBg+zduxcAR0dHIiIilOMW3ZQdPXo0CQkJnDhxAii8wf3gwQMGDRrE5cuXqV69OuHh4c9d7WbixIkcOnQIHR0d1q1b95xXR7xKzxsucXV1fQWz+Xt6enps2rSJcuXKERAQwLvvvsuxY8dKjWvUqBF5eXnKz/r6+k8Vavs7arWaOXPmoNFo8Pf35+uvv37m0EJkZCSBgYEATJ8+HWdnZ1QqFe3atSMyMpKhQ4fi5+f3wnN9UzxatcnT07PEfkNDwxK/u+IViqCwjV7fvn1LHfdx1Y2aNm2Ki4tLiXH16tXj5s2bAAwZMoQhQ4Y830Jegc8//5yPP/6YmjVrvtBxiqoQPcmDBw/Yu3cva9euZc+ePUDhZ8OsWbOIioqioKCADz74AFdXV2bOnMlbb71FZGQkixYtYuDAgVSrVo3t27crFasmTZrEtm3bqFy5Mh07dsTb25vy5csDsHPnTkJCQlCpVERHR5OWllZqPjdv3iQyMpI1a9YQFhbGnj17mDFjBhEREbRo0eIv9/fo0YPt27ejr69PYGAgUVFRNGjQgCtXrhAZGYmOjg5dunQhOzubuLg4nJ2dX+jaCiGEEEIIIYQoTYI5QgghhBBCCCHeGN9++y3Xr19HS0uL2NhYvvjiC8LDw7l06RJRUVHExsZy8OBBZs6cyQ8//MAff/zBgQMHMDAwYPDgwaSmppKfn0/9+vUfG67p0aMHdevWZd68eQwZMoTjx48TExND165d8fLy4ocffmDDhg14eXk91/xDQkJe9BKIv/Dw4UOleoyRkREuLi5MnTqVqKgotLW1Wb58OVDY0s7AwIDLly/z008/Ua9ePSXE1aRJEzw8PBg2bBg5OTl07NiRwMBAJkyYwP79+ylfvjyrVq1i8+bNrFy5En19fWbPns3x48fJy8vD2dmZ77//nsuXL1OhQgXKlStHs2bNSE1N5c6dOxgYGDB06FBq1arFtGnTeO+990hOTsbCwgJdXV0ePnyIsbGxMrdff/2Va9euMXz4cBITE1m2bBnfffddiXV37tyZO3fuUL9+fdq1a1cm133nzp04Ojo+V2ghKChICT+4uroqwYDevXsTFBREx44d/1PBnBexceNGvvnmG7Zu3VrWU3klfHx8WLhwIcHBwa/0PM2bNwcKW18tWbIEExMTrl27RkpKivL6vHLlChqNhq+++op9+/aRm5tLw4YNqV+/Pk2bNsXb25v333+fTz/9lKSkJLp27QrAtWvXuHr1Kubm5kBh68zg4GCWLVvG4MGDlTloNBqlHWejRo3Q1tbGzMyMJk2aAGBmZqYEqP5q/927d/H39+fixYtcvnyZBg0a0KBBA6ysrNDR0QGgZ8+ebN26laioKCUkJ4QQQgghhBDi5ZFgjhBCCCGEEEKIMve41iFFwsPD+f7779HR0aFKlSqYmZlx+PBh3N3dMTIyAgor7DRr1gyAli1bMmXKFKDw5qqBgQEA3t7erFmzhvz8/L8M1hTd1DQ3NycrK4uUlBTi4+NZtGgRDx48eO5QzstQVHmkRYsWSkuWp71B/Wi7GyiszDF79mymTZuGra3tG18pYcuWLbRu3ZqJEyfi7+9PdnY2Fy9eRK1Wk5KSwsyZMxk/fjyXLl1i7969xMfHExISwsKFC7lw4QJxcXFUrFgRT09Pli1bRq1atfDy8uLChQvExsZy4MABtLW10Wg0bN26lejoaPT19dFoNBw/flyZx/3796latSpVqlShVq1a1KlTh6ysLFJTU6lVqxbXr18nPT0dY2Njhg8fzurVq7GyssLExISxY8eSkZGhzO2bb77B3d2d4cOHs3bt2se+/opXfyoLLVq0eKHQgpaWlvI+LQoKQOF7UVdX97nbY/0Xubu74+7uXtbTeOkuXbrEsmXLmDhxIocPH37l50tKSlL+18nJiZMnT1KtWjWaNm1KREQEOjo65ObmcuPGDdRqNQcOHGDv3r2sWrWKnJwcRo0ahba2Np06dcLb25vmzZuzYcMGKlasSG5ubolgqJGREQsWLCAjIwM/Pz/MzMwASE5OVr7XigI6jz4uCrf91f6IiAjeffddVq9ezcSJE5XnFH9fubu74+3tTW5uLhYWFi/tOgohhBBCCCGEKCTBHCGEEEIIIYQQr11BQQH+/v6cPn2at956C2dnZ2JiYmjYsCHOzs7s2bOHvXv3Mm7cOL7//nvmzJlD1apVlRuc77zzDmfOnMHNzY309HS++eYbrl+/zocffsjFixe5ffs2ACdPniQvL4/g4GDOnz/Pli1bqFChAl988QVnzpwhKSmJbt268euvv+Lr6wuUvqlpaWmJk5OTcrM7Nzf3tV8vKLxmiYmJ5OXl0aJFi5dyzLlz576U4/xTpKWlKZUu3n//fW7duoVarVba2xW1r2natCnlypXD2tqa1NRUACwtLalYsSIAv//+O/369QMgKyuLixcvMnbsWAYMGICxsTHTp09nypQpBAQEUL58eaZNm1ZiHiYmJty4cYNGjRrx4MEDcnNzOX/+PF27duXBgwdcvXqVP/74A0dHR1JSUkhISECtVlOzZk2MjIxKzE1fX58aNWpw7tw5fvnlF2bMmPE6LuUz0dbWfqHQQkFBgfKezc/PV45b/L34orKysoiKiqJnz54v7Zh/51nDc+LJTExMmDhxIlBYoelV09XVxdXVlQcPHjB79mxOnjyJtrY2n376KU5OTmhpadGoUSO+++47KlWqhKOjoxKi+fPPP/Hz8yMvLw8LCwtq1KjBlClT6Nq1KwUFBVStWpWNGzcq51q0aBGbNm3izp07jBs3jtDQUNzc3DA2Nn4pa2nTpg3Tp0/n6NGjVKlShQYNGpQaY2BgQIUKFd74cKYQQgghhBBC/FNJMEcIIYQQQgghxGu3detWatSowdKlSykoKMDKygpfX1+mTZtGhw4dlBuSzs7OpKamsmrVKmJiYhg0aBAFBQWcP38ec3Nzbty4QUBAAIaGhlhbW/Pjjz/SqFEjNm/eXOqcTZo0oWrVqqxbt47bt28za9YsLCws2LRpE9WqVXviXP39/RkyZAgLFixAo9Ewc+ZM2rRp80LrHzNmDAMGDCAjI4Nx48aRkJDAgAED6Ny5M3PmzAEgODgYZ2dnVCoVrVu3JiMjg7S0NK5fv050dDRDhgwhOTmZLl26cOPGDSIiIpgyZcpjj/v1118D8MUXXxAZGcnQoUPx8/NTqugU0Wg0DBs2jN9//x19fX3Cw8OVqkRvgnr16pGUlISbmxsJCQk0bNiQTp06Ka2fcnNzuXjxIidOnCA/P5+kpCTeeecdoGT1CEtLS+bOnYupqSn5+floaWmRk5ND586dmTFjBtu3b6dr166EhoayevVqQkNDefvtt0vMpUqVKpw5cwZzc3Nu3rxJ5cqVUavV1KlThxMnTmBhYUFycjLDhg2jVatWNGrUCC8vLz744INSc+vbty+jR4+mdevWLzWs8jK9SGhh0qRJdOrUCY1Gw9SpU1/J/LKysti0adNrDeaIfx6VSqUE9QAOHjwIQGhoaIlx1tbWJQJV4eHhALi5ueHm5lZi7Pbt20ud58CBAyV+bt26Nfv27XvsnEaOHMnIkSOVnz09PUuNKTp/8fkXhUmfZv+xY8eeeMwiurq69O7d+7FzFEIIIYQQQgjxYiSYI4QQQgjxL/Tzzz8TExNDSEgIbm5uLFmyhFq1apX1tIQQQvHHH39gY2MD/F8g4tSpUxgYGHD//n2cnJxITk7Gzs6OCRMmoK+vT3p6OoaGhvz0008MHDhQadFx9uxZpkyZwqxZszA1NeXYsWNs2rSJTz/9VKmeAoXBnMzMTP4fe/ce1+P9P3780XnNsVGU83mlqEkk8q4kQmsrx0ohOcw2xmc0Scjw2Rxmc1byJUQNC9VU3lo5TcMasUVvpuSQIofS4f37o9/7+nTaxlZOe91vt9327nq/rut6XVfv6/W+9Hpez6eZmRn37t0jMzOT48ePo6GhwaBBg2jbtm2lCdugoCDpddUJzH+qT58+pKSkcOPGDQwNDSkoKODmzZusXr2aTZs2oVAoCAwMlLIXvPfee1hbWxMWFkZJSQm+vr7I5XKgvATJ9evXSUhIqHG7x48fl7L8jBgxgqCgIBwdHZkwYUK1fh04cIDWrVuzbt06YmJiWL9+Pf7+/n95PBVLbL1Irq6uuLu74+TkhJ6eHo0aNaJ58+bIZDLU1NQYPXo0AwcOxMDAAFdXV27fvk14eHi17SxevJjx48dTVFSElpYWUVFRuLm58ejRIwD27NnD5MmTyczMpKioiC1btnDq1KlK26hfvz7GxsZERUXx1ltv8fDhQ/T19dHW1ubixYv4+Pggl8tZu3Ytv/zyCwqFgujoaDQ0NKr1zcHBAW9vbwICAur+JD6jioEAfzdowcnJK5RbqQAAIABJREFUCScnp0rLVJ9v1Wu5XM6qVatQKpXk5uYyZcoUQkNDeeONN3B3d6e0tBRfX1+CgoKQyWRoa2szY8YM6tWrh6enJxkZGRw+fBiZTMaePXvQ19evnRNQQUlJCV5eXmRlZdGiRQvpGrt//z6enp4sXboUExOTWt/vv422tvaL7sJrx8/PDwMDAymrmCAIgiAIgiAIglC7RGCOIAiCIAjCa2jYsGHs2bMHPz8/hg0bJoJyBOE5USqVDB06lIKCAo4cOYKGhsYftlUoFFy5cgV7e/vn2MOXR5cuXThx4gRDhw6lrKwMpVKJmpoaAwYM4MaNGwwcOJBVq1ahqanJtGnT+PDDDxkzZgzm5uZAefaBkJAQfvjhB/Ly8gBqLJFT0datWykuLqZp06YolUratWtHWloalpaWnD9//rkev42NDf/5z38oKyvDw8OD/fv306xZMx4+fEhubi4nT56s9Pnp0aNHjdvp2rUrYWFheHl5kZ+fz+DBg6tt19ramhYtWgDlwUlaWlqVssNUlJ6ezq5du4iLi6OkpARra+unOp7aLrH1d+no6BAdHV1tuaoEDpRfey1btqwWbKXKnAHQsWNHYmJiKr0fFxdX6eetW7dW+rliwEVqaqr0etOmTUB50IampibLli2jdevWGBoakp+fXykrh0KhICAgoMZAMFNTU7p37179oP9FlEol+/fv5/PPP+fUqVMkJCTg5+dHXl4eDRs2rNT20KFDLFu2DJlMhlKp5OrVq1y7dq3Wg+wq2rt3LyYmJuzcuZPg4GByc3MpKCjAy8uLJUuWiKCcfyAnJ4eQkBBcXFywsrKq031Vzarzb7Bx48YX3QVBEARBEARBEITXmgjMEQRBEARBeE1NmjSJwYMHs2bNmhfdFUH417hx4wYNGjTg4MGDf9lWoVCQmJj4rw3McXFxITo6GltbW+rXr8/YsWP56quvaNmyJbt376ZHjx4YGxsD4O3tzZYtW5DL5VJpjuXLl1O/fn38/f2lslI1lcipyMfHhwEDBkjbmDVrFh4eHhgYGKCnp4eWlladH3fFUlFpaWl069aNsLAwTp06RdOmTdHX12fNmjWcOHGC+/fvS8fl6OiIhoYGLi4uPHr0CDs7O8rKytDU1OTs2bPcuHGD/v37U1ZWRnR0NOrq6jg6OrJixQp0dXXJyMggJycHT09PCgoKSEtLQ6lUSstSU1OJi4uje/fuFBQU0LNnTzZv3sz9+/cZPXo0N2/eRF9fn+3btxMeHk5cXBz37t0D4ODBg2zcuFEqsVVTBhoBJkyYQGZmJg0bNiQyMpITJ0481Xp3797Fzc2NSZMm1XEPX36mpqYAGBkZSRlvjIyMaNKkiZQVSqlUAjB16lSCg4MJCQnhww8/rDYe1IXLly9LwWmWlpakpqayZ88eJk6cSNeuXet8/6+z5s2bM3fuXObMmcMHH3zworsjCIIgCIIgCIIgCM9ETfUHi5eBpaWl8vTp0y+6G4IgCIIgCK+8srIynJ2dcXR05MGDB8yfP/9Fd0kQ/hU8PT05fPgwZmZmFBcXU1RUhIuLC5999hl79+5lyZIl1K9fn1mzZrF9+3ZSUlLo2LEjCQkJL7rrL5xcLic+Pr5S9pC6pspgUlpaio2NDcnJyWhq1u3zK9HR0fzyyy/4+/szYMAAdHR00NTU5PTp07z//vs0adKE3bt3c+/ePUJDQzEyMsLJyYlr167x22+/sXDhQjIyMrh8+TJ79uzhyJEjJCcn4+XlhYaGBiNGjGDKlCl06dIFuVzO+fPnsbS0ZPny5QwdOhRHR0e+/vprDA0NiY2NZeTIkTg6OtKkSRN+/PFHHBwcyMzMJDw8nK5du2JsbIydnR2jR49m3bp1NG7cmKKiIqKjozE2Nmbv3r3s2LGDM2fOSCW2APbt24etrS1vvfVWnZ5P4d+j4hhRsaRbUFAQpqampKenM2/ePN5//30++ugjevXqha6uLtnZ2UyYMIHNmzcza9Ysdu7cWWd93L17NxcvXiQwMJDg4GA6duxIWloaOTk5DBs2DFdX1zrb9z8hk8mIj4+v8/FPEARBEARBEARBEF4nampqqUql0vJp2tacu1oQBEEQBEF4pa1evZr33nuPmTNnkpaW9txLtAjCv1VwcDCOjo5ER0cjl8s5ceIEhw8f5vHjx0RFRbF7924SExMZPHgwfn5+eHl5iaCc/08mkz3XoByAK1euYGtri5WVFWPHjn0uk9KqUlEymYzCwkJu3bqFqakpWVlZ9OjRg3bt2rF27VrGjRuHk5MT6enpNGjQgAEDBjBlyhQA9uzZw6BBg3BwcJDOmbe3Nz4+PsTFxXH16lXi4uL4/fffycrKQk9PD4A5c+bQrVs3oDyrWn5+vrQsKCiInj17YmZmxtdff42LiwthYWFoamqyatUqZDIZW7du5datWwC0a9cOgOHDh5Ofn1/tOPft28fdu3fr/HwKdU8ulxMQEPCnbRQKBZ6engB8+OGHz6Nblejo6BAbG4uLi4u0bMOGDdja2jJ06FB8fHxo3rw5d+/exd3dvc4+m++99x7nz5/H1taWtLQ0mjRpgpqaGhs2bGD79u0cPXq0TvYrCPC/THxQXvpr8eLFtbr9f1t5L0EQBEEQBEEQhNokHoURBEEQBEF4DU2fPl16HRkZ+QJ7Igj/TpmZmcycOZNHjx5x6dIlbt26RUBAAMHBwZSUlDB37twX3UUB6Ny5M0lJSc91n126dGHs2LHMnDkTgMOHD1earFcqlWhpaVFaWiq1HzhwIF9//TUAxcXFZGVloa7+v+dsVO01NTVZsmQJR48epaioCBsbm2r7V1NTq7Svqsuqvt+lSxccHBxwc3OT9h8eHi61Cw0NRSaTERISws2bNwkPD2fr1q3ExsaSnp6Ou7s7//nPf/7ZSRNeKarPam2TyWRSYICqHB1AUFAQAMOGDavWvuL9EEBcXFyd9E1FS0uLiIiISsscHR0BcT8m1L2KJTJVpb8EQRAEQRAEQRCEl4PImCMIgiAIgiAIglDL1q1bx+zZszl69CgdO3ZEqVTSpk0bNm/ejJ+fHytWrKgUfCH8e7i4uKBQKLC3t8fe3p7Hjx9Xa2NqakpKSgojR46ke/fuNG/eHJlMhp2dHVu2bKnWfsiQIbi6uhIVFcXQoUOxtbVl7ty5NG7c+B/318/Pj7179+Lg4IC9vT0//fRTtTYlJSWUlpbSrFkzunbtSuvWrRk0aBDh4eEiKOc1ce7cOQYPHoy9vT13795l4cKFyGQy7O3tUSgUldr27dsXgIyMDAYOHEj//v0JDg6mqKhIClIBcHBwoLi4mAMHDmBra0ufPn2IjY19noclCC8NuVyOq6sr7777Ln379iU8PBwHBweGDBmCUqlkypQp2NvbM2TIEPLy8pDL5bz77rsMGzYMGxsbHjx4wMaNG9m2bRsODg6Vslht376d3r17Y2Njw7lz5wCwtrZm2rRpmJubS9ddTdfixo0b6d27N3PmzHkxJ0YQBEEQBEEQBOE1ITLmCIIgCIIgCIIg1LIhQ4Ywbdo0TExM0NbWBsqzOpw4cYIHDx6wfPlyTE1N8ff3Z+TIkdUyLAivLzU1tWoZRVTldypmAamYyWfu3LnVMh9s375dej19+nQpM4ibmxuBgYGV2oaFhQHQsWNHaZkqy0hFFZep1qm6L4BevXohl8uJj4+ndevWDBgwgOzsbL7//nsaNWpEWVlZtW0Lr7bCwkIOHz5MREQEa9asISsrC7lcTnp6OkuWLMHf37/aOnPnziUkJIRWrVoxevRobt++jb6+PteuXaOsrIxWrVqhoaHBl19+SWJiImVlZQwePJhBgwb9ZX/Kysrw8/Pjt99+480338TW1pbY2FgKCwtZv349FhYWyGQyrK2tiY+PZ/LkyUyYMKEuTs1rQS6Xv+gu1CgsLIyxY8dWyhD2OlMqlezfv5/PP/+cU6dOkZCQgJ+fHwsXLqR169asW7eOmJgY1q9fj7W1NQDR0dEsXrxYatu+fXuCg4OlgLnS0lJWr15NSkoKWVlZTJs2jQMHDpCbm0tgYCDFxcVMmzaNgQMHVrsWBwwYQEhICCkpKZw6dYoTJ04QGxtLaWkpQ4YMeYFnShAEQRAEQRAE4dUjAnMEQRAEQRAEQXgtVZzQW7p0KV5eXrRo0aJO99m2bVspiKHq5PKyZcuqtX/eZZQEoS6UlpYyevRoxo4di5+fHz/++KPICPWasbCwAMDc3Bx/f3+0tLSkslKGhoY1rnPp0iW8vLwAyM/PJysrCzc3N6KioigrK8PNzY07d+6Qnp7OgAEDALh16xZKpbJSSbWa7N+/HwMDAzZv3kxZWRmFhYX4+/uTkZHB/PnzCQ8PB2DEiBEEBQXh6OgoAnNeQWFhYXh6ej5TYE5NJfpeFaampgAYGRmhr68vvX7jjTfYsWMHcXFxPHjwgA4dOmBtbS21b9GiBfn5+TRq1KjaNm/fvk2bNm3Q0tKibdu23Lt3DwB9fX0MDAyA8uuzpmtRta6mpiY9evQAqt/b1AWZTEZ8fDyams/2Z2tVwGhwcHAd9UwQBEEQBEEQBOHvE4E5giAIgiAItUwul7Nq1SqUSiW5ublMmTKF0NBQ3njjDQ4cOMDUqVO5dOkSurq6bN++nXPnzrFy5UrKysq4e/cucXFx3L9/Hw8PD4qLi+nWrRtr166t9nR4TEwMJ0+eZPbs2RQXF+Pr68u4ceNe9OELwkuj4oSeKMHwelJldamYaebPVJ3sCwsLo6SkBF9f33/cl9DQUMaPH19n7V9mBQUFuLi4UFpaSsOGDTEzM8PJyYmpU6cyfPhwJk+e/KK7KPxDqvI3586dw9vbmzt37kiZn4qLi8nKyqq2TpcuXVi1ahWGhoaUlpaipqZGt27dcHV1RU1NjWnTpqGlpYWZmRlxcXFoaGhQXFz8VAEVv/76K3369AFAXV2dbdu2ER4ejrq6eqX1TU1N0dLS+tdkXPm7pk+fzvLly9HQ0KjV7WZnZ+Ph4cGTJ0+4e/cu2tra5OTk8NZbb5GdnU3nzp1p27Yt8+fPZ9q0aWhqaqJQKDAxMUFNTY2UlBRat26NtbU1WVlZODs7ExgYyLVr1/Dx8aGoqAgXFxdmz55NUFAQV69eJSsri/DwcNatW0diYiLq6uqEhobStm3bWj22ulDxs1vx9dtvv83YsWOZOXMmcrmcuLi4am2USmWNAZH6+vooFArpOlUF76jWLSsr4+LFi7i7u1NaWkpxcTEpKSkUFxczYMAACgsL6d+/P61atSI9Pb3S9+ZHH33E2bNnadiwIeHh4Zw5c0YKjFF9P/ft25exY8eio6ODo6Mjn332WZ2cO0EQBEEQBEEQhJed+MuEIAiCIAhCHVClond2dpZS0bdo0UJKRZ+YmMi0adNYv369tE50dDTOzs4kJCTQtGlTDh8+THJyMvfv3+e3336Tng4/evQoBw8eBCAwMJDvvvuO5ORkwsPDefLkyYs6ZEF4rrKzs7Gzs6Nv375MnTqVsrIyfH196d+/P4MHD+bUqVOcPXsWBwcHtm3bho+PDxkZGdy7d4+hQ4dia2vLRx99BJQHZ4wePRpnZ2ecnZ2lp+0F4VlKMoWGhj7TNp+2/ctKJpMRHBxMcnIyjRs3JikpiZSUFGJiYnjzzTdxd3cnISFBBOW8pHJycli8ePEfvv/hhx9W+llLS4tBgwaxdu1apk2bRvPmzZHJZNjZ2bFly5Yat7F48WLGjx+Pvb09zs7OPHr0CF1dXfT09NDX10dHRwd1dXU++eQTHBwcsLOzk0qy/ZUuXbpw4sQJoPyaWrt2LXK5nE2bNlUaw1/FrCkvwqpVq2o9KAeQ7mdnzZqFhoYG06ZNo1evXqSmpvLpp58yYcIE7t27x65duwB4+PAhqampnDt3DplMho2NDSYmJnh6enLixAm+++47oDwD3YIFC0hJSSExMZHs7GwAOnfuzPfff09OTo5Ubm3NmjUsWbKk1o+tLly9epV3332XVatWsXTpUh48eEBUVBQBAQFs2LABmUzGyJEjCQkJ4ZNPPgFg4cKFLF26lGXLltGgQQNSUlIYOXKktE3Vee/Xrx9jxoxh0aJFlfa5f/9+tLW1SUpKIiwsjF9++UW6FtXU1Bg3bhxnzpwBwNjYWFrvxx9/5OHDhyQlJTFq1KhK/6apSC6X4+fnx5EjR2oseQdUu4cDmDdvHj179iQkJASAkydPSp8J1ZiTkpKCjY0NdnZ2lUqC3r9/HxcXFy5cuPBM518QBEEQBEEQBKEuiYw5giAIgiAIdeBpUtGXlJRgbW1dqb0qFb0q005+fj4KhYLs7OxqT4dD+ZPrLi4uANy5c4fbt2/XeakeQXgZqCb7NDU18fT0ZPny5ZXKmqirq2Nubi5lR0lISABg48aNjBw5Ei8vL3x9fTl58iQABgYG7Ny5k4kTJ/Lzzz/TvXv3F3l4wp948uQJw4cPp6ioCD09PZycnFi4cGGlzAjh4eG88847ODk54eTkxOXLl+nYsSMXLlygQ4cOFBQUsGTJEnR0dDh06BDbtm3j0qVLGBkZYWRkRH5+Pl27dmX//v28/fbb/PTTT7Rv354RI0awe/duTE1NiY6OpmXLlty/fx8dHR1u3ryJTCbjnXfeITExkczMTNq2bcv06dNZtWoVN2/epKysDEtLS9q0acOJEyfQ09Nj8eLFTJ069UWfVuFfpnnz5sydO/cP31dlw4HyICxV2SqVuXPnVltfVcYvOTkZgI4dOxITE1Nt26ogDBVVUOSzcHFxITo6GltbW+rXr4+VlRW2trbY2to+03bqyrNkoKmp/E5tZvNSycnJISQkBA0NDby8vNDQ0CAkJORPPwf/lOp+9ueff+bBgwdkZ2djZmbGtm3b+L//+z/U1NQwNDTkxIkTFBYW0rlzZxo1aoSamhqmpqbs378fIyMj6T65fv36lJaWcvnyZd555x2gvMxaZmYmgFRuKT09Hblc/pfl1l4mqr6uXLmSs2fPsnjxYqKiohgxYgTz5s0jODiYTp060axZM+nzkpaWxjfffMPFixdJT09n1apVlUpkqq5Jb29vvL29K+1PdZ3++uuvrFmzBoChQ4diZmbGkSNHUCqV2NnZMXnyZHbt2kVoaCja2tpSJpyKvwNLS0uOHj1K7969pe2rStKpysl5eHjg6ekpBd5UVLU0nb29fbUydKqHERo0aICjoyMeHh7MmTOH/fv307RpU8rKykhKSqKgoAAvLy+WLFmCiYlJ7fxyBEEQBEEQBEEQaoHImCMIgiAIglAH/ioVvVwuJzk5mc8//7xaG6VSyY4dO3B1dUUul2NjY4NSqaz2dDiUT0YcPHgQuVzOmTNnRFCO8K+Rm5uLu7s7MpmM5ORkHj16VC1wrSZVJ5IyMjKA6sFxwstr3759WFlZERsbS4MGDSgoKKiWGWH48OFERUWxf/9+bt68SUJCAkOHDqVp06bs27ePBQsWsHLlSgAGDBjAl19+Sb9+/TA2NmbUqFFkZ2fj5OSEnp4e0dHRfP/99/Tu3ZvDhw9z48YNunXrxuTJk9HR0SEzM5OFCxfStGlTIiMjycjIwMDAgHPnztGuXTvCw8PJycmhc+fOLFq0iC5dulBQUICFhQV5eXlMmTLlBZ9R4XVTUlLC6NGjsbW1ZfTo0cTHxzNs2DAGDx6Mvb09d+/eRaFQ4OnpCYC1tTXTpk3D3Nyc2NhYoLz8DJQHANvY2NC7d29pkt/Hx4ePP/6Yvn37smDBghdyjOrq6oSEhJCUlMShQ4fYtGmTdF8ll8uB8oAXVdk61bLnoaysrM4y0PwTqmCsOXPm0KJFi78MzqoNqvvZFStWYGBgQP/+/QFYu3Yts2fPxsfHB6VSiZWVFZcvX66U6UVNTQ0tLS0pwENFqVTSvn17UlNTAThz5oxUpkr1/d+lSxcGDhyIXC5HLpfzf//3f3V6nLWp4v2IQqGo8Z5FpWIA0pQpU7h///4z76/qvy+USiVFRUWkpaVValf13qri7+D06dN06NCBRo0acePGDQBpfS0tLVasWMGWLVsIDAyssQ81PXxgamoqZdWC/z2MYGdnR05ODrdv3wbKA7Urrrdnzx7Mzc3p2rXrM58LQRAEQRAEQRCEuiQCcwRBEARBEJ6jN998E4VCgb29Pfb29jU+SQ5gb2/P8uXLcXV15eHDh0D50+E3btzA1taWoUOHArBgwQLpj9SjRo16bschCC9a1eC17t27Vwtc09LSorS0tNJ6NU0kQfXguGdVcZJbqFtXrlzBwsICKM+O8Pjx42oTk507d+by5cucP38eDQ0N2rVrx8WLF7l+/TrTp08nPDyckpISAI4fP46Xlxdnz54lOzsbS0tLHj9+jKmpKWZmZvz+++/Mnz+fiIgI0tPTadWqFZmZmdjb22NsbIympiZGRkaUlJRw5coVzp07h1wux9zcHLlcTk5ODq1bt0ZdXR07Ozvy8/MJCAjg999/l0qsCUJt2rt3LyYmJiQlJdG1a1dyc3MpLCwkJiaGSZMmsXHjxkrtc3NzCQwM5ODBg2zYsKHSe/PmzSM8PJwffviBr7/+muLiYgApKPLQoUPP7bhepGPHjtGrVy/s7e0JDQ1l4cKFyGQy7O3tUSgUKBQK7OzscHd3JywsDJlMRklJCdeuXcPe3h4bGxuWLVsGwNixY6WSigYGBpSUlHD69Gl69uwpBfilpaXx3//+l5YtW0oli0xNTfniiy8AcHNz49atWy/sfDwt1f3sli1bKCgo4OOPPyYiIgIrKyuWLl0qZW3x8PAgPz8fBweHSusPGTKEI0eOSAFjKrNnzyYwMJA+ffogk8mqBaZ37979qcqt1SQsLOyZyhjWtor3I7q6utXuWSre29RGAFLVf1/4+PjQt29f9uzZ86frWVlZoaurS79+/dixYweTJ0+mW7duZGdn4+zsLAXOfPfdd/Tr1w9ra2vGjBlT47Zqevigahm6mh5GUFNTIzc3t9J648aN4/r16+zbt++Zz4UgCIIgCIIgCEJdEqWsBEEQBEEQalnFkg8+Pj7S8qCgIAAcHR0rtVdN6FRtX/VJVYCQkJBKP3fu3JkPPviA999/v1rbiRMn8sknn2BsbMzq1asxNDRk+PDhz35AgvASsre3Z+zYsdLES8OGDaWJpfr163Po0CGGDBmCq6trpVIgfn5+mJubs2nTJrS1tbGysuLixYvExMTUWF5BePm0a9eOc+fO4ezszJkzZzA2NmbgwIFS6Z2KgQOnT5+mcePGQPl42apVKxISEtDU1JRK3hw5coTIyEi+/PJL7ty5w+nTp9HV1UVdXZ1ffvmFNWvW4OrqStu2bTl//jxFRUV06dKFM2fOoKamVmkSsV27dvTs2ZOHDx8SGRmJtrY2AHZ2dkD5E/1KpZI2bdrQqVMn/Pz8WLFiBevWrXuu51B4vVXNDJaamioFs5mbm3P48OFK7fX19TEwMAColjEsLy9PykbSrl07KRhEldVDV1e3zo7jZXLo0CGWLVuGTCYjLS2NkydPIpfLSU9PZ8mSJfj7+3Pr1i3i4+PR0NCQAiSWLVvGggUL6NevH05OTnh5eXHt2jXMzc1ZtWoV7dq1Izc3lwsXLtCtWzfCwsIwMTEhNzeXTz/9FAcHB3r16sWKFSvQ0NCQyucVFxdLv7OXmYWFRY33s1VduHCBSZMm8cYbbwBI98UDBgxg+vTpUjtV5qM2bdpUy4Kkus9Wqanc2tMICwvD09PzT7PvPS96enrEx8dja2uLoaEhs2fP5tGjR/j7+zNy5EgiIiKkACQ1NTVGjx6Nn5/fM+1DlX2qookTJ1b6ueK5rvhvFVUJrIpqeuigYiakmlQtTVcT1cMIZWVlvPXWW0RFRbFkyRKGDRuGjo4OkydPplmzZqipqbFhwwZGjRqFnp6elKVJEARBEARBEAThRROBOYIgCIIgCK+w/Px8vv322xoDc9zd3YmMjGTevHnExsb+5ZOvgvAqqWmyz97evtLP06dPlyb03NzcpOWqCT+ZTEZZWRk+Pj7SRFPVib0/c+zYMWbMmEG9evUqZcvZvn0733zzDRoaGqxduxZNTU22bNnCl19+SYsWLTh48CB3797l9OnTfPrpp89w1AKAq6sr7u7uUqmpRo0a1TgxOXz4cBYtWoSrqyu2trbo6upy584dBg4cCMCDBw+A8mCDWbNm8fjxYzIyMtixYwdGRkYAGBgYcPr0abZs2YJMJkNbW5uioiImTpyIm5sbZ86cwdfXl7Fjx2JkZMTEiRMxNjYmNjaWli1b0rhxYylAoqKgoCAuXbrEkCFD+Oqrr57fyRP+kFwup3Xr1rRv3/5Fd+UfU2UGGzJkCKdPn6Zjx45SxpBz585JmcJU/ixjWOPGjVEoFLRo0YIrV65IwSBVs1m87qZOnUpwcDAhISGYmZlJWboADA0NgfIsLVXLV1UMkrKwsCAzM5MHDx5IZXbq169PRkYGjx494vr163z11VcsWrSIq1evsnfvXrZt20ZeXh65ubm89dZbJCYm8uTJE957773nd/B17IcffuDTTz9l69attbK9//znP3h7e5Odnc3s2bM5c+YM3t7etG/fnsTERAoLC1m/fj0WFhbIZDKsra2Jj49n8uTJmJmZcfbsWRwcHPD19cXLy6tW+vS0agrurxok06hRI5KSkqSf/24A0sukpuAgFVVQkJWVFQkJCZXes7Gx4dixY5WWqc5fZGRkrfdTEARBEARBEAThnxCBOYIgCIIgCM+ZXC5n+fLllJSUUFRUxJdffkl2djbu7u5kZmayf/9+mjVrxqBBgyguLkZfX5/du3fz+++/M378eN566y2p3caNGzl8+DAymYw9e/YQGhrKd999h46ODps3b2bZsmXs2rWLR48e0bt3bxYuXMjmzZvJyclh//79tGzZ8kWfjldeWFgYUPkJYuH5UCqVTJ06lUuXLqGrq8uoUaP4+eefWbbHt1jpAAAgAElEQVRsGc7OzmzatAktLS3GjRvH48ePsba2ZsmSJfTt25cVK1ZUmnxLSEggICCA5ORk4uLiuHfvHoAUROPu7o6uri5aWlrMmDEDmUxWKYNCZmYmiYmJlJaWsnr1alJSUsjKymLatGlER0dz4cIFFAoFpqampKSkkJeXJ00eCc9GR0eH6OjoasurTkyamJhI5ar+zB9duwqFgpYtW7J9+/Ya369aWkVVhgNgyZIlf7g/1ZihKmvzqgkNDWX8+PEvuhu1Ti6X07dv39ciMOe9997D09NTyrLRq1cvtLS0GDRoEIWFhURFRVFQUPBU21q4cCFjxoyhtLSUDz74AC0tLek9uVxOZmbmn66vUCi4cuVKtcDJV42enh5r164lOzsbDw+Palm6srKyasywogqSsrW15cyZM3z44YcYGBhw4sQJxo4dy9WrV+nQoQPjx48nNzeX+vXrExgYyL59++jQoQPx8fG8+eabTJo0iZEjRxIdHc3u3bvZsWPHPzqenJwcQkJC0NDQwMvLq1opqOepX79+HD9+vNa216dPH1JSUjh+/DgFBQUUFBRw8+ZN1q1bx/z588nIyMDT01Mas0eMGEFQUBCOjo4kJSVhbm5OfHw8mpriT6aCIAiCIAiCIAhC7XnxeVkFQRAEQRD+hQoLC4mJiWHSpEl8//335OXlsXv3bj755BOioqLQ1NTkwIEDJCUlYWxsTGJiIkC1dn5+fjg6OiKXyyktLSUxMZGUlBQWLlzIF198Qdu2bVEoFAQFBbFhwwYWLVpEdHQ0M2fOZPfu3S/4LPy7qMrdCLXnwIEDtG7dmsTERKZNm8b169e5efMmfn5+DBs2jFatWrFkyRJmzJiBXC5n8eLF0rpWVlaYm5uTkJBQ7Yl4AwMDDh06RIsWLfj555/ZvHkzkyZN4tChQzx58kRqN3XqVHbv3o2Xlxe3b98G4Pbt27Rp0wYtLS3atm3LvXv3UFNTQ0dHR+rn2bNnSU1NxdLS8vmcKEF4RkqlEqVSWeO4FRoa+gJ69M9MmTKFX375BYBVq1YRERGBi4sLdnZ2TJ06lSdPnhAWFsbMmTOZOXPmC+7tP6elpUVERARJSUlERESgpaWFubk5sbGxyOVymjRpQtu2baWgs+TkZGldVXYK1TILCwuOHTvGyZMn8fb2BsqDyzp27AjwlxlFFAqFdA/zNPr27fvUbZ+nDRs2YGtry9ChQ5k8ebKUpcvOzk7KRlST2bNnExgYSJ8+fZDJZLRo0YKgoCCioqJo3bo1GhoaNGnShNjYWH799VfCwsLQ09OjefPmXLt2DV9fX3R0dIiNjcXd3R1nZ2e0tbVp1KjRPzqe5s2bM3fuXObMmfNCg3LqgiqLSnZ2NqamplLA+7Zt27C1tcXX15f09HSpvampKTo6Oi9F6SpBEARBEARBEATh9SUe/xAEQRAEQXgBLCwsADA3N2fTpk2YmJigrq5OixYtyMjI4OHDh/j5+ZGVlcXNmzfp1KkTnTp1qtauIoVCQbdu3QCwtLRkwYIFzJgxg61bt/L++++Tm5uLsbEx6urqGBkZVZqUEP6c6gn54uJiunXrxqpVqxg+fDhFRUXo6enh5OQEwEcffcTZs2dp2LAh4eHh5OXlMW7cOJo0aYKzszNdu3Zl9uzZFBcX4+vry7hx417wkb3a0tPT+eKLL9i3bx9aWlpYW1szadIkBg8ezJo1awD49ddfpYAc1aRb1RJYVZmamgLQokUL8vPzyczMZNiwYUD5NatSMYPChAkTaNKkCfr6+igUCimDgmrytEePHnzzzTccOXKEyMhIioqKeOONN2r3hAi1qmLgwqum6phVXFzMJ598grGxMatXr8bQ0BCZTMaECRMoKCjA2NiYtWvXEhQUxIkTJ0hNTeWdd94hOTkZTU1NtLS0+PHHH0lLS+PUqVPo6elhZWVFq1atyMjI4Pr166irq9OsWTO++uqrGst3vUgeHh7s2rWL4OBgYmJiMDU1xd/fH2tra2bPnk1qaio+Pj707duXAQMGvOjuvlLS0tIYNmwYd+/eZefOnXh7e0ufu7Vr17Jx40Ype0lCQgIWFhZoa2tz//59vL29mTNnzos+hKdSsTSiStUsXRXHC1WA09KlS/nmm28wNTWVgsLCw8OxsLCQrrs1a9bw5ptvoqmpSXx8PPfv30dTUxO5XM7WrVvJyMhAXV2dQYMGoVAoaNq0Kb6+vkRGRqKurs7hw4fZvHkzly5dQqlUMn36dJo3b46LiwudOnWSfhdyuZyVK1dSVlbG3bt3iYuLo6SkhMTExBpLor6qDAwMuHHjBhoaGrRs2RJ/f390dHSIjIzk6NGjxMTEkJycjEwm4+HDh9XKsmlpaVFaWioy5giCIAiCIAiCIAi1SjwOIgiCIAiC8AKcO3dO+r+Dg0OlSQGlUklcXBydO3fm6NGjuLm5oVQqAaq1U00eQPkksmq7p0+fpkOHDjg7O2NtbU2DBg1qXF94Ok2bNuXw4cMkJydz//59Vq5ciZWVFbGxsdK5/fHHH3n48CFJSUmMGjWK9evXA3Dr1i0iIiIYP348gYGBfPfddyQnJxMeHl4p+4rw7Lp06UKHDh0IDw8nOTmZ4OBgFi1axPz581m6dKnURlWuomr2j4rXT0VVr5N27dpJwTw///yz9F7FDAqqslQaGhpMmzaNfv36MWbMGBYtWgSUP8FfWlpKo0aNaNmyJcbGxrV3IgShiqpjlqWlJZGRkUB5CS5nZ2eWLl2Kv78/R44coUGDBlIpmVatWtGjRw9iY2O5du0a9+7dw8nJiblz59KsWTOaNGlCXl4e9vb2yOVytmzZgrGxMa1bt2bPnj0sXLjwRR56jWxsbDhx4gQKhQJDQ0PS09OZM2cOMpmMhIQEsrOzX3QX65RMJiM4OPhvrftX2d7u3LkDlGcLGzp0KBEREQwcOJCoqCisra1xcXHBy8uLrl270qNHD3777TfWr1/P0KFDWbp0Ke+++y69e/euVhLr5MmTyGQybGxs/jQjzctOFRQGEBMTw6lTp6pdd/v37+fIkSMcOXJECtxWuXjxIr/88ouUAdHCwgJXV1cSExPJy8tj2LBheHh4SNnjBg0axKpVq9DT08PBwUEaA3777Tdpm9HR0Tg7O5OQkEB+fj7ffvtttX4rlUqGDBmCra1tjd+Tf8fzzLZlaGgolaW7c+cO3377LW5ubjg5OfH48WPq1auHXC6nXr161dYdMmQIrq6uREVFPbf+CrUjLCxMZKgUBEEQBEEQBOGlJR7/EARBEARBeAG0tLQYNGgQhYWFLF++nPPnz1d6v1evXixevJjTp0/TqFEjOnXqVON2mjdvzt27d3F3d2fjxo3Y2dnRp08ftLW12bp16/M4lH+F3NxcpkyZQn5+PgqFgk6dOtGzZ0+gPBMKwOXLl6UsEZaWlhw9ehSA7t27o6GhAZQHYrm4uADlE0W3b99+7UpI/F1yuZzly5dTUlJCUVERO3fuZMyYMRQXF6Ovr8/u3bvR0NAgICCAI0eOoKOjQ1RUFA8ePMDT05OioiJKS0uZPHkyrVu3Zty4cezdu5dPP/2UL774gqlTp/Lw4cNKZVdUk2++vr5/2jdfX1/c3NzYsmUL6urqaGlpATVnUADw9vaWSr6o2NnZSYFzFUtqCUJdqDpmTZw4kYiICCZNmkSDBg2oV6+eFJyipqbGgwcPsLKyAqBz587o6+vz8OFDZDIZ165d48mTJ1haWpKZmcmbb74JlGePysnJwd3dnfPnz6OhocF7772Hjo5OrR2HTCaTMo/8E2pqalhZWfGf//yHCRMmEBcXh6enpzR+l5SUcPHixVoLQHiZVR1rIyMj+eabb0hMTERdXV0KnqiY7e3o0aMoFArU1dVJSEggLS2NqVOnkpeXh56eHoWFhRgYGHD//n3atm0rlWfq2rUrH3zwAWpqalhaWjJ79my8vb1xcXFBW1uboqIievfujY6ODsuWLWPQoEFkZWUBSIGsDRo0wNHREQ8PD7S1tV/kqftbbGxsCAoKqhYUVvG6W7BgAVOmTEFbW1sK5lR5++23sbCw4IcffsDb25vly5cTGBjIvXv3sLOzk34vu3btIi4ujvPnz1NUVMSECRO4ePEi+vr63L9/n3fffRc9PT3OnTuHra0tjx49wsjIiI0bN3L48GFkMhkRERGMHDkSNTU12rdvT4MGDTh48OCfHl9ZWdlTl4AKDQ1l/Pjxf/tcPoutW7cil8v573//i4GBAR999BEAZmZmfP755yQlJQFUGl9Ur//ou/1lpVAouHLlCvb29uTk5BASElItm9PTCAoKQiaTSYHGr6KwsDA8PT1FWTJBEARBEARBEF5KIjBHEARBEAThBTA3N6/09Lqq/EHFP4j/9NNP1darqV1cXJz0vr+/P/7+/pXWSU5OBiqXZXnV//D+vO3YsQNXV1d8fHzw8PDg7bff5ty5czg7O3PmzBl69+5N+/bt+f7774H/ZSwCKk0OWFhYEBkZSb169SguLpYCPIRyhYWFHD58mIiICEJDQzlw4AC6uroEBASQmJhI06ZNuXLlCikpKVLGp169etGvXz8SEhLYunUrGhoa2Nvbc+PGDcrKyhg8eDBxcXHY2Nhw4cIFTp06JWXQqTj55ubmBkDHjh2l/gQFBQHlE4+qSeshQ4bQtm3b53dSBOFvqDpmKZVK2rZtyxdffIGrqytQnk2qanBKWloa6urqqKurExkZSUFBAffu3WPMmDFcu3aNdu3a8ejRI6A8e5ShoSFRUVHMmjWLnTt3oqWlRXFx8VP18Vkm9GuDh4cHMpmMnTt30qNHD/z8/Lh37x7q6ups2rQJmUzGZ599xsmTJwkMDKy2vlwuJz4+/m9nnvmz7eXn5xMQEMC4ceOk38cfCQsLA8DHx+dv77viWLtmzRqysrKQy+Wkp6ezZMkS/P39uXXrFvHx8ZSVlREeHs7Ro0dRKpWoqakxb948wsPDycjIYNSoUXh7e3Py5Ek6dOhATk4OBQUFPH78mFOnTkmlqzIzM+nSpQtGRkb06NEDKysrdu7ciaenJ3PmzOHmzZvs2bOHpk2bAq9PIOvTBIUVFxcTFhbGjh07CAsLo1evXtW24+/vzxdffEFwcDD6+vq0bdsWuVxOUFAQZmZmKBQKZs6ciVwuJy4uDnV1da5du0ZmZiZ9+/aVMjCOHDmSZcuWMWzYMC5cuMAHH3zAtWvX2L59O/Hx8chkMoKCgvDw8ODIkSOMGzeO27dvc//+fczNzVm9ejVhYWHExMTw4MEDFi9eTGRkJElJSXTv3p2CggLCwsI4cOAA//3vfykpKSEwMJAnT56QlpaGTCZj7ty5ODo6Ppfz365dO958800pY5hqfKpavupVplAoSExMxN7enubNm/+toJy6cuzYMWbMmEG9evXw9PTkypUrBAcHVxrHxo0bx++//07r1q1p3bo1QUFBBAQE/OVnyt7envfff5+HDx+ir6/PrFmzOHv2LA4ODvj6+lYKxP4rTzuuPkvg09KlS/Hy8nolxy1BEARBEARBEOqGCMwRBEEQBEEQhL9gb2/P2LFj2bdvHwCNGzfm2LFjODk5oaenB4CVlRVbt26lX79+NGjQgB07dpCfn19pOwsWLMDFxYWysjLeeustUSahClUJD3Nzcw4fPsyECRPIysri5s2bdOrUibt379KnTx+g8qTaggULSEhIQEtLi1u3bpGens6AAQOA8lJit2/fpk2bNmhqav7lpHdNHjx4wJAhQ3jy5AkDBgwQkyzCS6/qmAXg7u7OiBEjuHHjBgCfffZZteCUqtv4+OOPadq0qfRfr169aNKkCfr6+rzzzjsMGDCACRMmkJ2djaGhIWZmZtjb2zNv3jwAioqKsLOz4+bNm/Ts2ZNBgwbxzTffoFQq+eCDD7h58yaxsbEUFhayfv16LCwsMDExQVdXF0tLS0pKSgDIyMhg6tSpFBUV4ejoSEBAwDOfEzU1NUaOHImmpib6+vqsXLlSyjIB5RP4qkxnz1t+fj75+fl/a3z6OyqOtf7+/mhpaUnBuoaGhsD/sr1paGjg7e2Np6cnbdq0YdGiReTl5UmllerXr8/p06elbavGZmtra6kk2okTJ3jy5Andu3entLSU48ePk5qaSm5uLkZGRly9epUOHTpw584dKePS6xTI+ldBYUFBQWRmZlJUVMSWLVu4detWtW107NgRa2trxo4dy6BBg+jWrRu2trZcu3aN/v3707BhQ+zt7cnLy6NTp054e3uzZs0a3n//fdTV1Xn48CGFhYUcPHiQEydO8Ouvv9KsWbNK++jfvz9JSUmMGTMGS0tL1NTUMDExoXnz5nh5eeHr68vJkyeB8vugiIgIbty4wU8//URSUhIRERHExMRQVlbGl19+SWJiohQgm5CQgJmZWa1kwHoWenp6WFpaYmtrKwXuzps3j1atWuHm5sbixYt5++23n2ufnoVcLmflypWUlZVx9+5d4uLimDhxIllZWbRo0YJt27axceNGUlJSOH78OCEhIQQEBLB9+3b27dvH0qVL0dXVJSgoCCsrK8aPH8/NmzfR19dn+/btFBQU4Obmhq6uLtra2rUetH/o0CGWLVuGTCbjyJEjXLlypdL7J0+eREdHh/j4eJYtW8bjx4+f+jPVsWNHmjZtyoEDB6SgQXNzc+Lj49HUrJs/dz9L4NOcOXPqpA+CIAiCIAiCILy6RGCOIAiCIAjCcyay1bx6LCwsSEtLq7TMycmpWrs1a9ZU+rlx48ZSliIoD95JSEiom06+BlSlns6dO0e7du0oLi5mx44dzJ07F6VSSZcuXYiOjmbatGkAUtacsLAwpkyZwq5du2jatClmZmbExcWhoaFBcXExampqXL16ldLSUs6cOfPM/WrYsCE//PBDrRxjbZXmEf69niZzS01jFpQHmano6+uzd+/eSu+rskSp3Lt3r9o2zp49i6amJsuWLaN169asW7fuD/uxb98+TE1Nsbe3Jzc3F4DHjx/z888/o6GhwaNHj/D39ycjI4P58+cTHh7O9evXyc7OJi8vDzs7OwDmzp1LSEgIrVq1YvTo0Vy/fp2WLVv+4X6r+uGHH/j0008rlXismGVC5a+y+KSlpTFs2LA/nCBPTk6uNoler149pk6dyqVLl9DV1WX79u2kp6czZcoUHj9+jKGhIatWreL3338nLS2NBQsWsGXLlkrb0NbWZvjw4RQVFaGnp1fj98+zqDjWent7c+fOHb7++mugPKNIVlaWdB5KS0sZPXo0Y8eOxc/Pjx9//JHGjRujUCiwsbFBV1eXevXqce7cOYqLi7lw4QKWlpbk5+fzxRdf8Pnnn3Pw4EHat29Pv379KCkp4bvvviMxMZFNmzbh6upKdnY2DRo04N1335W+M59HIOu+ffuQyWQ0bty41rddUdWgsKrXXdXSoyYmJpXuE1XfGQ4ODtKyCRMm1LivlJQUDhw4QNeuXRk6dCjbt29HLpcjl8t59OgR7u7uBAUFMXfuXDp16oSWlpZUwq20tJSFCxdKfXjnnXe4fPkyzs7OQHmZzoyMDOB/ZTyvXr2KqakpUB7oFRMTw507d6oFyKq+r5+nivfb48aNq/Tejh07nnt//ono6GgWL15MVFQUJiYm7Ny5k+DgYKKiovDz86N9+/YEBwejUCiA8rFs8eLFJCUloaurS1lZGWvWrMHFxYXRo0ezbt06IiMj+f333/H19cXDw+Mfjys1mTp1KsHBwYSEhFQqG6oKpMnMzKRbt25A+efn+PHjT/2Z6tChA2ZmZnh4eNCjRw8++eSTP+1LdnY2Hh4eFBcX061bN1atWlVtXFUoFIwfP56mTZvy22+/MW/ePNavX8+jR4+Ii4vj9u3bBAQEEBoaWilbz+7du/H29q5U8m/8+PEEBASgr6+Ph4dHtaxTcXFx0nfswYMHX6ssToIgCIIgCIIg1EwE5giCIAiCIAiC8FLQ0tJi0KBBFBYWsnXrVt577z1Onz5No0aN6NSpE+bm5rRp0wYbGxt0dHT49ttvAWjdujWrV6/G09OTyMhIPvnkExwcHKSn/desWcO4cePo06cP/fv3f8FHKQivtgkTJpCZmUnDhg2l8jB/JDMzk/bt23P8+HEyMzOJj4/HyMiI+fPnExwcjLu7OykpKdSvX18KDoDyTAPJyclSlpRLly5JZUny8/PJysp6psCcfv36cfz48UrLKmaZKCsro0mTJjg7OxMaGiqVgFQF0p08eZLp06dz7do1li9fTnZ2do0T5KoMJKpJ9ISEBNTV1aUAppiYGNavX8/Dhw+ZNGkSmZmZfP/996xZs4ZZs2axfPlyKdNDxW0UFRVhZWXF3Llz8fPze+rj/iMVx9qoqCjWr1+PTCZDTU2N0aNHM3DgQKltQUEBLi4ulJaW0rBhQ8zMzFi4cCFjxoyhtLSUd999F01NTQwMDAgICKBJkya0adMGuVzOwoUL2bp1K+np6RgbG/PDDz/g4+NDw4YNgfJsJtHR0eTl5dGqVSu2bdvG5MmTgboPZD19+jSXL1+WSrvVlZqCwuqSqakp/v7+XLlypVqWoV69erF48eJK36vNmzfn7t27uLu789FHH/HZZ59RXFyMjY0Njx8/pn379qSmptK1a1dOnz6Nr68vFy9elAK32rRpw4ULF4Dy8nbAHwbIisCDv0cVpNKiRQsUCgWWlpZAeaBUampqtcxHgJQpUFdXFygvq5qenk5qaiobNmygsLCQ0aNHc+XKFYYOHQrAO++8U+t919PTY+3atWRnZzNhwgSMjIyA8iDHbt26VcpUpvr8PO1n6smTJ8yYMQN1dXUGDhyIh4eHFGhWU8acpk2bcvjwYTQ1NfH09GTlypU1jqt5eXnEx8eza9cutm7dyvfff8/nn39OXFycdI6uXbtWKVtPcXEx169fr1TyT2Xjxo2MHDmyWtYpAwMDdu7cycSJE/n555/p3r17bZ9+QRAEQRAEQRBeMiIwRxAEQRAE4RWmUCi4cuUK7du3l1LXq+Tk5BASEvKnKdd9fHwICgqibdu2z6G3Lz+lUsnQoUMpKCjgyJEjaGho1Po+zp49S2pqKhMmTCA0NJTx48fX+j5eVebm5pWygPz000/V2ixevLjSz2FhYdLr2NhYAJydnaUn/FUmT54sTfg+DblczvLlyykpKaGoqIidO3cyZswYiouLpaejNTQ0CAgI4MiRI1Kg0J07d6qV3Pnxxx+ZNGkSb7/9Nvfv33/qPgjCn1m2bBnfffcdOjo6hIWFkZaWRmZmJuPHj0dPT48bN26wb98+6tevz4gRI2ptv88SYNCuXTspuKJfv37k5ORw584dAG7cuEFycjL5+fmsXr2apUuXAuUZW2bOnIm3t7eUMadLly6sWrUKQ0NDSktLa2WCX5VlwtfXlyFDhhAfH4+GhgahoaHV2gYGBrJ48WJSUlIIDw9n1KhRfzhBXnESPT8/n5s3b7Jr1y7i4uIoKSnB2tqaGTNmMGXKFA4fPsyYMWPo3Llzpf1V3caNGzek8lO1Ue6q6lg7d+7cavcKqvuJxo0bk5SUVOk9CwsLjh07Bvwvg1PFsViV4SUwMJDAwMBK66raubu7c/bsWWm5k5MTTZs2/UfH9SwsLS2l319dqikorC41atSo2u+rYuaYmr5X4+LipNeqoDSFQkFAQAB+fn6MGTOGTZs20a1bN3r37s3Fixel9oaGhpibm9OvXz9MTEzQ0tJCXV29xgBZKysrXF1dmTlzJv369auDo389VRzvdHV1SU1NZciQIZw+fZqOHTtWynqkoq+vz7Vr1ygsLOSNN96grKyMLl264ODggJubG1A+1q5YsYJz585hYmLCmTNnaj1rzoYNG/j222958OABs2fPJiwsDGdnZ5o0aQKUB4utX78eBwcHjIyMePvtt5/6M/Xxxx8zYcIESkpKaN++PQYGBgwZMgRXV1d8fX2l41TJzc1lypQp5Ofno1Ao6NSpEz179gQqj6smJiaoq6tjZGQkjcVGRkbk5eVJbTp27FgtW0/Vkn8qf5R1quo4LwiCIAiCIAjC6++PczQLgiAIgiAILz1VKY6aNGvWjGPHjmFrayv9wb6srOypt11xcrJv377/rKOviKysLBISEjh37ly1SY6/IyIiAh8fH6C8jEJZWRnm5uZSCYqaJoCFp6f6/CsUCjw9Pfnwww+B8onfqp/16dOnU1paSlBQEPHx8cjlcgICAgCk9aoqLCwkJiaGSZMmERoayoEDB0hKSsLY2JiVK1fStWtXNm/ejI6ODjt27OD999/H2toaDQ0NEhMTOX/+/P9j787jasr/B46/uiQxKCoSki2aKMvYSl03VMo2sm8hDcbY963M1FhmLDN+yDYyypKtsYSRupbsISGNJFQkS5Zw2+7vjx73fLvKjJlBmM/zHznncz7nc84999xbn/d5vxk9ejTOzs6ULl2aBQsWcOPGDTp06ICFhQWTJ09+tydI+OgVvE4Lunv3LhEREURFRfHtt98yd+5cWrduTWhoKCNHjkQul3PixAlOnDhB69at/3Qf//Q+NG/ePFJSUrSW+fr6apVq69q1K5cuXSI2Npa7d+8C+ZPBAKNHj6ZmzZo4ODgQFxcnbVOzZk08PDxYtWqVFBzp7+/PkCFDUCgUdOzYkefPn/+jMb+OjY1NoUDMgqV3YmJimDFjBsHBwdy9e5enT59KE+SQn32ldu3agPYkuqYE38CBA1EqlRw7dozvv/8eQ0NDxo0bh5eXF/v37+fQoUNa96xX+7CwsJDKT/2Tcnzvklwu/9Oyaq9Ts2ZNgoKCuHr1Kp06dWLMmDHvYHTCP6V5fQwMDAgLC+Po0aNSuU5PT0+tskS+vr4cPXoUhUJBrVq1gPwAWaVSSWRkpLTdwoULCQ0NFUE5/4KhoSGXL1/GwcGB2NhYunfvjrW1NVFRUfTq1UtqJ5PJmDZtGo6OjigUCo4ePYq3t+qQGIgAACAASURBVDc7d+7EyckJhULBuXPn8PLyYuXKlbi6uqKnp/fWxzt27FiOHDnCuXPn6NWrF/v27SMsLIwNGzZI349Xr17NoUOHsLa2lq6fN7mm6tWrx9GjRzlx4gTBwcHo6OgwduxY9u3bVygoB/LLl3Xt2hWlUomdnR3169cv8r5a8P776r1YQ6VSMW7cOIKDg9m/fz9paWn06dOHoKAg0tPTOXPmjNRWk3UK/vyzQhAEQRAEQRCET5/ImCMIgiAIgvARK1iKQ61W4+HhwY0bN/jtt99ISUnh8uXLJCUl0bJlSxo3boy+vj7ffPMNffr0oUqVKjx79qzIfvPy8v6T2Vy8vb3Jzs7G3t6e9u3bo1Kp6Ny5M9OnT8fd3Z3g4GAqVKjA+PHj6dOnD6VKlWLkyJHk5uYyatQo+vfvj1wuJzw8HIAVK1agVCrx9PRk48aNpKSkMH36dMLDw6lRowaxsbHI5XKWLl3KzZs3WbBgATk5OcyePRsXF5diPhvvV8En+t+UJjBHM2mzdOlSID8wp3///lKpjby8PJYsWfLafjTbvUqTocLW1paDBw8ydOhQUlJSSEtLo2vXrqSmpjJ69GisrKxYt24de/fupVWrVly5coUmTZrw8uVLzM3N+fzzz6UMBiVKlGDt2rVUr16dPn36kJyc/LdK8ggC5F/7muuzWbNmzJkzB0NDQ548ecLt27eZPn06ERER3L59+y+vr396r586depfttHT0+O7774jMjKSBw8eUKlSJTp16sS1a9f4+eefGTZsGHv27GHr1q2oVCoAKlWqJGXtuHbtGpCfnWDfvn1/e4x/pmCWCc29AvInSFUqFfHx8dKyxo0bM3r0aKKiovDx8SE4OJjs7GzCw8NxcHDA1NSUKVOmEBUVVWg/nTt3ZvTo0SgUCiB/ojoxMZFffvmFe/fusWjRIrZv305qaipz5sxh0qRJhfro2rUrHh4eODs7Y2ho+K+O+5/ca9+l+vXrS6+38HGaMWMGJ06coESJEoSEhBT3cD4pBd+vmkCWYcOGabV5NUuSJttVt27d6Natm1bbgpk1NQoGUxaHosojvotrSqFQMHDgQEJDQ4H8bGDHjx//R/fVmzdvamXrKVWqFE5OTlol/zT+KuuUIAiCIAiCIAj/HTofUlR+s2bN1GfPni3uYQiCIAiCIHw0NCUkvLy86NatG9HR0WzatIn79+8TGRnJ/v376dOnDyEhIVhbW9OiRQtycnJ4+fIlvXr1Yvz48TRo0IAff/wRpVLJvn37ePbsGY6Ojvj7+9O4cWOWLl2Kt7c3TZs25dixY8ybN++TDRqpVq0aKSkpGBgYkJeXR25uLqVKlSIlJYXKlSvz7bffMnbsWMqVK8f//d//sXTpUq5evYpareazzz4jOTmZ8uXLU6dOHVJTUzE0NKRKlSrcuXOHxMREKlSowLhx4wgPD+fixYs8e/aMOXPmMHHiRMzMzLC2tsbY2JhHjx5J5V/+i9RqNSNHjiQ+Ph59fX169+7NxYsXmT9/Ph07dmT16tXo6urSpEkTHj58SJUqVahVqxYXL17EyMiI1NRUGjRowNOnT6lRowa3b98mJSWFcePGoVarOX78OOXLl+fUqVMMHz6cZcuWYWpqSmZmJt26dWPv3r08efKEJ0+e4OrqyokTJ3jy5AkqlQobGxtkMhmff/45gYGBlCpVCiMjI7KyssjKyiI3N5fnz59TvXp1KlSoQN++fQkPD6dWrVqcOXOGkydPYmdnR0JCAoaGhnh4eJCQkMDjx48B2Lt3Lw8fPsTDwwN9fX10dXUZN27cBzWRLrw/r5ZUGzVqFDt37kRPT4+TJ08yceJE6tSpg5eXF9WqVeP27dtkZ2dz/fp1LC0tycjIoFevXjx9+pTAwED27NnD/Pnz+eOPPzAxMaFUqVJcvXqVEiVKYGZmxtKlS2nXrh1yuZxWrVoRHh7O8OHDGTp0KIMGDSIpKQmZTMahQ4cYMmQIM2fOpGLFinTv3h19fX1KlSrF2LFjcXR0lN7D0dHRfPbZZ1hbW3Pv3j3UajX169cnOTkZuVzO6tWrMTExIT09XSrvtHDhQkaMGCEFrhVVfuffevz4MZ06dcLU1BRdXV1pwnr16tWsWrUKFxcXjh49ilKp5PTp00ybNo28vDwqVqzI9u3b3/p4BEEQBEEQBEEQBEEQhI+Ljo5OtFqtfqNa2aKUlSAIgiAIwifCysoKmUyGmZkZGRkZTJw4EVNTU6ysrKhatSqnTp3i+fPnnD9/HlNTU0qUKEGjRo20+jAwMGDv3r1MnjyZhg0bolQqadiwIQ8ePGD27Nns3buXlStXFtMRvnuLFy+mbNmyUuaTpk2bkpGRwR9//EH79u35+eefiY6OJisri0GDBnHx4kX2799Peno6Dx484ObNmwA4ODjw4MEDqd82bdpQtmxZMjIysLe358yZM6SlpdG8eXMWLVpETEwMz58/R0dHh/v373Pnzp3/dFr7PXv2UKNGDSIiIhg1ahTJycmkpaXh7e1Np06dqF69OnPnzmXcuHFMnDiRiIgIHj16hKWlJbNmzcLExEQqa1CuXDn279+Pra0tV65c4cmTJ0B+6ZpBgwbx66+/SmXf7ty5Q8+ePalXrx76+vq0bt2arVu3YmRkRIsWLXj58iUGBgZcuXKFChUqULFiReRyOXfv3kVXV5eWLVvi6elJ5cqVkclkpKamsnPnTnr27ElQUBDm5uZUqFCBkJAQXFxcCA0NxcLCAhMTE8LCwjAzM+PixYusWbOGr776irCwMLKysor51RCKW8GSan/88QcAVapUoX79+vj5+TFmzBhsbW0JDw/H2tqaUqVKcffuXZ49e8asWbOkUoR5eXn8+OOPjBkzBk9PT0xMTDhz5gwlSpQgOTmZU6dOMXv2bGm/PXv25NixY6xfv57s7GySk5M5fPgwERERWhlm1qxZg5eXF2FhYbx48QLQfg9v3ryZUaNGMW3aNCpXrsyFCxfYvHkzkF+uxNXVlQ4dOjBmzBjCwsI4duwY3333Hbt27eLGjRvcunXrnZxXTZaJLVu2aGWRGDZsGGfOnOG7776TMkk0b96cQ4cOERkZKYJyBEEQ3hJNKdKC9u/fz969e4tpRIIgCIIgCIIgCO+OCMwRBEEQBEH4iBUsxaGjoyMtLxjUcf36dcqVKwfklzwpW7YsaWlp5ObmEhsbq9W2adOmRe7H2NgYExMTKejnU/f9999z4sQJYmJiUKvVXLt2DT8/P1JTU5k2bRoWFhZA/nmuVq0aurq6lChRgvv37yOTyWjVqhX379+XgkAKunXrFiqViipVqnDmzBkyMzNp2rQp1atXx9TUlM6dOxMTE6P1ev7XxMXFsXnzZuRyOf7+/jx8+JCvvvqKkJAQvLy8APjjjz+wtrYG8svQWFlZoaOjg5mZGTk5OUB+8M21a9cYMGAAFy5c4OrVq9JronkNTU1NKVOmDHp6egBYW1uTkJDA7du3iY2NpVSpUixduhRjY2Osra3Zs2cP1tbWuLi4IJPJuHHjBhUrViQyMpJr164REhKCWq2WsiiVL18ef39/jIyMCAgI4OzZswwdOpQDBw7g5eVFVlaWdBya99eNGzekoDlbW9v3d+KFD1LBkmoHDhzA3NwcPz8/3NzcmDlzJpMmTcLBwQHIL5nRu3dvbt68Sf/+/fnmm2+ka+j+/fvExcUxefJkwsLCuHPnDjo6Oujo6FC+fHnKly9PiRIlpP1aW1ujp6eHTCZDV1eXQYMG0b9/f2bOnEleXp7ULjExURpjkyZNgKLfwwXXa8yYMYN9+/YRFRWFl5cX+vr6ADx58oRq1apRtmxZ6tat+y5O6wclJyeHPn364ODgQJ8+fQgPD6dLly506tQJOzs7nj17hlqtZsSIESgUCtzc3Hj06BHHjx+nRYsWKBQKfvnll+I+DOEdUCqVzJw5s9DyefPmkZKS8sbbaEo/CsKHzsXFBTc3t+IehvCB0HynFgRBEARBEIRPgQjMEQRBEARB+IhZW1sTFRXFlClTXtumVq1aPHv2DICzZ88yfPhwDh48KGUv0GRgALSyIBQMDLl06ZIU7PB3/zgaGhoqTcp+LC5fvkyZMmXo0KEDJUqUQK1W06BBA3R1dVEqlYwbNw6AcuXK0alTJ1q3bg1Ao0aNKF++PL6+vvj6+vLZZ59JfWrOZ40aNShdujT37t2jZ8+euLq6cuXKFRYtWsSdO3fw8/PD29v7/R/0B8TS0pKBAweiVCo5duwYfn5+fPfdd/j4+DBv3jypTXx8PLm5ueTl5WldrzKZjNzcXGQyGZaWlmzatAlbW1tOnz6NmZkZwGsDn3R0dLC0tMTc3JwBAwZgY2PD559/zvPnz3n06JFWWyMjIyZOnIiVlRXm5ub4+vry1Vdf4enpydWrV+nevTvdu3dny5YtNG/eHAMDA+rUqUNYWBjOzs6sW7eO0qVLFwqqs7CwIDY2FoCLFy++1XMrfHxiYmKkfzt06MCdO3cApGvEwsJCanP+/HkAzM3NuXLlCvC/a8jIyIiGDRvy448/0qVLFynwUK1WS6XbNIGeoP0eyc3NpU+fPgQFBZGens6ZM2ekdUXt/9X38Pfffw9of8YAzJ8/H1dXV4KCgjA2NpaWly9fntTUVJ4/f05CQsK/On8fg507d2JlZcWRI0f4/PPPpYxru3fvpmPHjhw6dKhQJrGAgADCwsKYP38+ERERDB48uJiP4sNQMEBJky3qU6JUKpkxYwZTp07FzMyMwMBAoqOj/3K7gIAAFi9e/B5GKAh/rmBAoSZYLDs7m759+3L48GECAwNZs2YNSUlJtG3bli5dutCyZUtu3LhRzCMvWmBgoFaw6n+FUqmkU6dOuLq6olAoePjwIaNHj8bBwQF3d3ceP3782tdwxYoVtGzZkrZt2xIfH8+tW7dQKBTY2dkxf/58ID+j3uDBg3F2dubs2bMoFAo8PDxo2rQpycnJxXnogiAIgiAIgvCPicAcQRAEQRCEj1hRpTjkcjm+vr5Uq1YNOzs7vL29qVOnDm3atEFPTw8PDw+OHj2Kjo4OFStWpEqVKkX2Xb16dbp3787Vq1f/1RjfNDDnQ3gi0tTUFGNjY4YOHcqjR484ceIE5cqVw9TUFAA3Nzfy8vIYNmwYAMuWLSMpKYm4uDgGDhxImTJlKFu2LCtXruT//u//GD16NJD/R/tKlSphZmaGSqVi6tSpmJiYsG/fPq5fv07p0qWZP38+KpUKV1fX/3zmg86dO5OUlIRCoUChUDB//ny6devGhAkTiI2N5fLly0ydOpVdu3axYsUK3N3dtbavV68e3t7e3Lp1C39/f4YMGUJMTAzu7u5kZ2f/5f79/f25c+cOx48f5/nz5zg4OHDhwgWMjIy02tWqVYslS5aQmpqKi4sLy5cvp3///uzatQt3d3eSkpKA/Ewn5ubm2NnZoVAoePz48Z/u38vLixUrVuDi4oJarUZXV/fvnUDhk6KrqytdX97e3qSmptKxY0fS09MBaNGiBSqVCicnJynQ0tTUFFtbW9q0aUN4eDi6urrIZDLGjx/PTz/9xNq1azE3N8fd3Z327dtTs2ZNWrZsiY+PT5FjePr0KU5OTtjZ2XH79m0aNmworfPy8mLlypW4urpKmadefQ/v27fvbx3zrFmz6NSpE4MHD6Z69er/5LR9VK5fvy5lE2rWrBkJCQmFMmkVlYVo5MiRhISEMGDAAK1gqf+yj/3zMzU1lbZt22Jvb8/IkSO11tnY2ODv78+JEyfw9PQkISGBTp06MXHiRDp27EiXLl2k8muxsbFaGZeUSiXHjx/HycmpGI5KEP6nYEBh27Ztyc7OxtPTE29vbxwdHbXa3r17l+3bt/PTTz9JARvvw98JtPm7gTm+vr7S+/RVBTNb3b17F39//zfutzgULLW5bNkyMjMzOXLkCL179yYgIAAo/Breu3ePrVu3EhUVRWRkJHXr1mX+/PnMmTOHqKgoIiIiSE1NBfK/z//+++8YGxvz6NEjQkJCGD9+vCgpKQiCIAiCIHy0dIp78qOgZs2aqc+ePVvcwxAEQRAEQfjPy8vLw9vbm2vXrlGmTBlevHhBq1atCA8PZ/jw4QwdOpS5c+eyf/9+Xr58SUBAAI0bN0Yul9OsWTOOHTvGkCFDcHFxoXnz5pibm+Ph4YGnpydDhw7l6dOnNGjQgOXLl+Pr68vNmzdJSUkhODhYK2uCIBS3nJwcSpYsSUpKCt7e3uzdu1drvVKpJDw8HD8/v7e2T80Ej0wmw83NjVWrVkmZfgThTWmu3S1btpCYmMi0adOKe0hvTDP2zMxMOnToQFRUVHEP6Z0KCQnh6tWrzJ49Gz8/P+rUqcOlS5fw8/MjMDAQAENDQxISEpgwYQKQn2EiJycHfX19UlNTGTp06N8OgPpQqNVqRo4cSXx8PPr6+vTu3ZuLFy8yf/58OnbsyOrVq7l8+TJz584lMzOT0aNHM3DgQO7evcvgwYOl7ygWFhZMmjSJxo0bs3TpUkaMGMGhQ4dwd3fn4MGDACgUCg4cOPDBBjxmZWUhk8koWbIk/fv3x9HRkZs3b+Ln50elSpUICgoiKiqKxMRE0tLSSE9Pp1OnTrRv355evXpRu3Ztnjx5grm5OTt37sTGxgZ9fX0MDQ0pU6YMO3bswMXFhezsbIyNjQkJCdEqYScI71pqaip+fn48ffqUb775hi5duuDs7Czd6wIDA8nJyaFdu3ZMnjyZkJAQVCoVbm5uhIeHF9lnXl6elJFNpVLRo0cPsrKyMDAwwMXFhYSEBK37ab9+/Qq9D27fvs3gwYOpVKkSHTt2JC0trcjfcwr+PtSwYUM6dOiAjY0NXl5etGrVipEjR6JSqWjfvj0zZ84kISFBa1lOTg5yuRy5XF7oON7Fd8p3RalUEhYWxoIFC4iPj8fNzY1x48bx9ddfc/XqVRYuXMiMGTMKvYb+/v5s3bqVH3/8UerLxcWF7du3U7ZsWaZOnUqnTp04ePAgrVu3pkOHDiQlJTFjxgyCg4NRKpUcPnz4tYHEgiAIgiAIgvC+6ejoRKvV6mZv0lZkzBEEQRAEQRAK+e233zAxMeHw4cNSIELPnj05duwY69evB2DMmDEcPnyY4OBgrT+uduvWjaioKAIDA6lSpQouLi4EBwczadIk5s2bx7Rp04iMjKRcuXKcOHEC0H4iUhA+JNu2bcPR0ZEuXbowY8aM97LPZ8+e4ejoSIsWLbC1tf2kgnKSkpLo37//a9f/VbaLsWPHapVbEl5vxowZODg4EBAQgJeXV3EP52+JiorC0dGRNm3aMGnSpOIezjvXrVs3Ll++jIODA7GxsVSqVKlQm6KyEK1cuVIqG+Lp6fn+B/6WvFqmKzk5mbS0NLy9venUqRPVq1fHwcGBw4cPc/LkSVatWgXA3LlzGTduHEqlEn9/f7y9vWnYsCFKpVLK6qSnp4e5uTkJCQnEx8dTp06dDzYoB+DBgwd4eHggl8s5duyYlDkC8kvE6evr8/TpU44dO8bEiRMpVaoUtWrVAvJLwH3//fe0bNmSMmXKEBoaipWVFWPGjEFfXx+AkiVLsmfPHo4cOUKDBg2k7ByC8L4YGhqyfPly5s+fj4+PD05OTtSoUYOlS5cWanvp0iVyc3OJiYmhdu3aWuuUSiWdO3emU6dO7N27FwcHB1q3bo2vry+tW7dm+PDhREZGMn/+fG7evMnjx49ZsmQJc+fOZfz48ezZs4chQ4YQHx9P69at8fLy4urVq6SlpXH8+HHGjBnD4MGDMTExwd3dnc6dO5OamsqBAwewtrZm/fr1NGzYkFKlSiGTydizZw/Tpk3DxcWFqlWrsnz5chQKBdOnT2fhwoXIZDKWL18u/e5TVHasVatWsWHDBpycnLS+LwUFBdGyZUvs7Oyk0pGtWrVi1KhR2Nrasn///nf5kr1WwVKbAwYMIDo6Gnt7e86ePSu9Xq++hrVq1eL8+fNSEHpeXh61atWSSvKdP3+emjVrAq8vsfwhPWQsCIIgCIIgCH9HyeIegCAIgiAIgvDh+eOPP2jdujXwvz+KWltbS+VQADZs2EBwcDAymUzrj6WNGzemRIkSmJubc+/ePa1+4+LimDp1Kjo6Ojx79ozmzZsD0LRp0/dxWILwt/Xu3ZvevXu/dv3rnnr+N8qXL8/Ro0ffap8fmoJPtxf0yy+/MGTIkNdut2TJknc5rE/K+yz78bY5Ojpy+PDh4h7Ge6Orq8uWLVu0lrVv3x5AK+CmqInrsWPHvtOxvQ+aMl0HDhwgJyeHVq1a8dVXX+Hq6sqyZcsAiI6OZs6cOWRnZ3P58mUg/7uKptRLUfcTjX79+rF582Zyc3Pp06fPuz+gf2Hjxo107doVT09P+vXrh6Ojo5QlRHOMW7duxcTEhLp162JgYMCNGzeoXbu2NFltZGTEvXv3SExMpEaNGqjVaho0aMCVK1fIzMzE29ublJQU0tLSqFu3brEd63/Fm2RBycjIICIigi+//BIAe3t7jh079lbHIZfLX1tCqaB3Pd6VK1eyY8cOnj17Rq9evYiNjeXbb79l5MiRbN68WautiYkJXbt2JT09neDg4EJ9ZWVlERYWhkKhICIigry8PKysrFiyZAlz5sxh5syZPHz4kKysLFatWsUXX3yBnZ0dkZGRdOnShZs3b3Lv3j2WLFnC/v37MTU15ejRo3To0IGAgABWrlxJZmYm9erVo0qVKly5coVTp07h5uZGbm4ua9aswcjIiIMHD7J69WrmzZtHbGwsz549w8TEhHLlyhETE0OXLl3Q09PDxMREKmeq2U6THevatWt4e3tTq1Yt/Pz8pHKoubm5/Pzzz0RFRZGSksKoUaPYs2cPDx48YPbs2WRnZzNq1ChcXFze6Py/TSVLlsTFxYWXL1+yfft2Zs+eTWxsLBs3bmTjxo1kZGQUeg2NjY3p3r07rVu3Rl9fn4CAAKZMmcKgQYPIysqiU6dOn1RAuiAIgiAIgiAUJAJzBEEQBEEQhEIsLS05efIk7u7u0hONBYNvAJYvX8758+e5fv06w4YNk5bHxMTQvHlzbt68iYmJCbq6ulKGC0tLS/r37y8F4uTk5BAbG/unE2qCIHyclEol06dPJyEhgdzcXGrVqoVarebevXsEBgZy69YtFi1aBMCECRNo3LgxJ0+exNzcHD09PSpVqkRiYiKZmZls3boVV1dX5HI54eHhrFy5kg0bNqCvr8/ChQtp0KABQ4YMIS0tDWNjY4KCgj7orBiC8F9x4cIFoqOjGTp0aKF1mkA8S0tLBg4cKJXpUqlUdOnSBR8fH+bNm4ePjw8LFixgzZo1mJmZScEkmu8q7dq1Iy8vj4sXL5KZmVloP46OjsybN4/c3FxmzZoFIJW0+dAyDSkUCgYOHEhoaOhr2wwePJiQkBAOHjxIkyZN2L17N7///juAdN9Tq9VYWFhw9uxZbGxsePDgAQkJCTg7O9O+fXs2btzIjBkzROaJD0RGRgY7duyQAl3+rtcFu74r/2a8Y8eOZfTo0YXGu3z5cq3/JyUlUa1aNYKCgl7bV5MmTbh//z5xcXG0a9cOgJcvX0rfJa5evUrdunWJjY3lwYMHqFQqID+T1meffca0adMICQlBrVZTuXJl6YGCqlWrsmrVKqZMmUJqairh4eFUrVqVMmXKoKOjQ9WqVYmLiyMuLo6UlBQUCgVZWVlUrFiRQYMGUbZsWYYMGcK3337LkydPqF69OlOnTsXS0lLKvvjgwQNGjBhBRkYGSUlJWtmxCkpPT8fc3BxdXV1q1qwpBfYYGxtjYmIC5L8e74tSqWTRokXcv38fIyMjLl++TNWqVfHz82PZsmXExMQQFhbGunXrWLlyJdeuXWPTpk106NCBPn36MGXKFNq0aUNkZCRbt27V6rcgX19f6eeaNWtK18G7CIgXBEEQBEEQhPdFzIAIgiAIgiAIhXTu3Jk7d+5IJTKK0rx5cxwcHFi3bp3W8q1bt9K6dWsGDhxIqVKlcHZ2ZuTIkQQEBDB9+nT8/PxQKBS0a9eO27dvv4/DEQShmGRlZWFjY8Py5cupW7cut2/fxt7enkGDBrF48WJu3LhBTEwMS5cuxcXFhbJlyxIaGsq5c+c4e/YsFy9eJD4+nhUrVmj1+9tvvxEZGUlkZCSNGzdmzZo1dO7cmYiICORyOdu2bSumIxaET8uFCxfw8fFh7dq1WqXm7O3ti/xZQ9PW1ta2yKCcgm1eLdM1f/58unXrxoQJE4iNjSU2NpZu3brRpUsXvLy8MDQ0BGDq1Kn88MMPyOVyZs6cyYULFyhVqhTdu3fn6tWr0n5kMhmNGjWiYcOGH3wgcOPGjYmNjSU0NJTQ0FDkcrmUuUSTkURHR4e4uDgOHTrEmTNn+OGHH1iwYAGQP4Fdv359unfvTteuXVGpVGzatInnz58zbdo0tmzZwq5du3B3d5cycgjvXkxMDK6urigUCh4+fMjo0aOl79iPHz9m1apVHDx4ELlcTnp6Ok+fPmXgwIHY2Nhw4cIFANasWUObNm1o06YN586dA8DGxob+/fuzYMECEhIS6NChA46OjtI1c+bMGZo0aULfvn158uTJBzXet0Emk2FkZETDhg05dOgQSqWSq1evEhMTw8GDB0lJScHY2JiUlBSUSiXXr18H4OnTp1y+fJnFixfz4MGDIvtu1KgRc+fO5fjx49KyVx9SsLS05Msvv6Rs2bJMmjSJjRs3snbtWhYuXEjHjh3Jzs7Gy8uLU6dO0aNHDzp27CiVbNJkx1IqldjZ2aFWq7UeZtAwNjYmKSmJ7OxskpKSqFChQqGxvO8Au6ysLPz8/IiJiSEhIQGlUlno98FevXqxefNmnJycpJLHS5YsYcKECYwfP56ffvrpvY5ZEARBEARBED4EImOOIAiCIAjCP6R5CvzChQtFlpf4mMlkMtauXVvkOs0TjatXry5y/YIFCyhZ8n9fMz08jCaX6wAAIABJREFUPPDw8JD+v3PnTq32BZ+IFATh01KnTh1q1KiBra0tP/30Ezo6OshkMtLT01GpVHTv3h2AFy9ekJ6eDvyvbF7NmjWZMGEC5ubmPHr0SKvfOXPmMGLECEqVKsV3331HXFwc0dHRrFy5kpcvX37w5WqED19SUhIzZ87802wN/wW2trbY2toC+QE4f1ZqriBNNhxNWZzdu3djY2NDTEwM69ev5/Tp08TGxiKXy1m6dCnOzs7ExMSQk5ND8+bNcXFxoWXLljRu3Jh169Yxbdo0QkNDuXXrFq1atQJg+/btPH78GH19fTw8PBg1ahQZGRnUqVMHS0tLGjZsiEKhQF9fn9q1a9O7d2+6dOmCSqXC0NAQZ2fnd3be3pWC2SK2bdvGkydPcHNzIysri169emFmZqaVBWj37t2F+tAESQjvz8uXLzl48CBbtmxh2bJlZGZmcuTIEYKCgggICMDb25tbt25J95u7d+9y6tQpoqOjWb9+PdWqVWPXrl0cOXKER48eMWTIEEJDQ0lOTub48eOULVuWXr16sXbtWqpXr06fPn1ITk7m22+/JTQ0lIoVK2Jubv5BjfevFMyS8mdkMhnjx4/HyckJHR0drKys2LlzJ7t372b48OHcvn2bRYsWYWNjQ9++fVm7di2NGjUiPj6ewMBAcnJy8PT0xNfXl2nTpkn9fv/99xw7doycnBy8vLzw9fVl4cKF0u84wcHBmJmZMWzYMLKysli2bBlz585lwoQJWtuYmZlx/Phxunfvjkwmo3Tp0kDR2bGsra2ZNm0avXr1kspRlihRglGjRtGmTRtkMplU3q+4XLp0iYsXLzJ79mwePXqEmZkZxsbGPH36FLlcLmXvOXDgAD/99JOUKRGgcuXK1KpVC5lMRtWqVYvzMARBEARBEAShWIjAHEEQBEEQhH+o4GSVIAiCUNj169d59OgRMTExmJub8+LFCyD/CXA9PT1CQ0PJyMhg5MiRmJmZAflPgefm5mJiYkJQUBDe3t6FnvS3tbUlMDCQjRs3EhgYiKWlJU5OTlKgT3Z29vs9UEH4yCmVSpYsWYJareb06dMYGhpy7949zM3NadCgAQ8fPiQ2NhZzc3OMjIxISUmhQYMG6OnpoVKpGDVqFGFhYZQpU4acnBxu376NXC4nMTERY2NjEhIStCbuFy9ezK+//opSqSQvL49vvvmGiIgI8vLycHV1xcXFhfv37zNjxgyqVavGhAkTmDZtGq1atWLKlCmcOHFCypylr6+PWq3G29tbmhDfvXs3NWrUYMWKFfTt2xelUom9vT3NmzdnxowZeHt7F/cpfyvKly/P0aNH33q/H2qpr49V48aNgfzPrhkzZjBu3DgAmjVrxuHDhwu1r1OnDqVLl8bMzIyMjAwSExOJiYmhbdu2Wu0sLS2lIJf4+HgGDBgA5Jc2SklJISMjgxo1agBQr169D2q8/1bBILWOHTtKwR+enp44Ozvz7NkzXFxcWL9+Pfv37ycqKoqwsDCtPgpe3wUfFNBc/3Xq1PnT9UCh4KEWLVoUuc2rpZoAYmNjCy07cuRIob4HDRrEoEGDtNppMmi9ru935dSpUzg5ObF+/XratGlDzZo1CQ4Oxs7OTrrPAsydO5fDhw+jUqmws7MD4OLFizx9+hSVSkV8fDyWlpbvbdyCIAiCIAiC8CEQgTmCIAiCIAj/kOYpcKVSqfXH0f+y9/mHYUEQPnwlS5bk/PnzDB8+HAsLC0xNTYH8J8DHjh0rPcHfrFkzIH+S+csvv2TSpElcunQJOzs7ypcvX2gib/jw4dy4cQOVSsW6deuwsLBg2LBhLF++HLVazdy5c7Umx4RPj1qtZuTIkcTHx6Ovr4+XlxeBgYHk5eXx8OFDDhw4QOnSpRkwYAApKSmYmZmxYcMGgoKCtLIZyOVyWrVqRY8ePcjKysLAwAAXFxfkcjmpqal4eHhw48YNfvvtN6pVq1bch/3WaSaYa9asiVqtxsvLi5cvX1K/fn1cXFzw8fEhLS2NFi1acP/+fYyMjAgLC8PU1JRKlSoREBBAy5YtmTlzJtHR0VSuXJmQkBBMTExQKpWYmZlhZ2dH6dKltSbuAa5du0ZSUhJlypQhLi6Odu3aAXDv3j3UajUmJibSOY+Li2Pq1Kno6Ojw7NkzmjdvXihzVkFxcXFs3ryZAwcOkJOTg7OzM4mJiVLAQdOmTd/TGf54rVmzhl27drFgwQKtAIU/I5fLxXfBIsTExEj/DhgwQCpndPbsWWrXrl2ohNGrZYosLCz44osvpDKNmuDTgqXZLC0tWbJkCaampuTm5qKjo0OFChVITk7G0NCQa9eufVDjfZcOHDig9X8XF5f3st//gi5dujB37lwGDRqEh4cH8+bNo23btiQmJmq1c3d3x8HBgebNm2NgYEBubi4TJkxgw4YNZGVlMXz4cPbu3VuoPJggCIIgCIIgfMpEYI4gCIIgCB+048ePM27cOMqWLUv//v3ZsGED5cuXJy0tjU2bNmFhYUHPnj1JS0tDT0+Pbdu2cfToUW7cuMGQIUMwNDTkzp07hIaG8tlnn3HlyhWSk5NJSkqiZs2arFmzprgPURCKlVqtxt3dnfT0dHx8fHBzc3uj7USZF+FN1KlTBycnJ/z8/AqtmzNnDnPmzNFadvv2bennx48fF9pGM+G7fv36QuvEtfjfsmfPHikjyr59+7hw4QKQX7rH39+fQ4cOkZWVhZWVFZs2bcLPz4/t27cX2VdoaCitW7dm6tSpjBgxQlr+6NEjwsPD2bRpE9u3b2fMmDHv5diKi7W1NXFxcVy5coWkpCSio6NJTk6mbt26qNVqVCoV1tbWAJiamnL37l1Kly5NiRIlkMlkJCYmEhcXR4cOHcjKykKtVmNgYED58uULTdwXZGRkRMOGDTlw4AAlSpQgOztbKnunYWlpSf/+/aWAmpycHLKzs7UyZ1WrVg2VSiW1HzhwIBMmTADyAwN27NhBTEwMHTt25Pz587Rs2fKdns+PTVZWFj169JBKfeXl5XH06FH69OlDjRo1CAkJ4fbt2wwZMgQjIyOuXbvGrFmzCAgI4Pnz5xw4cICXL1+iUCioWLHiXwa0qVSqQgFx586d48KFC5QvX57g4GCpDFLB/nJycgotq1y5Mi4uLmRnZ2NsbExISAglSpR4z2fw9XR1dXFxceHly5ds376d2bNn06ZNG8qVK8fGjRspV64cDx8+xMPDg1WrVhXa3tjYGDc3NxwcHChRogQKhYJZs2ZptfH392fIkCGoVCp0dXXZvn07s2bNonPnztSrV0/KnPOhjPefSE1NpV+/fmRnZ9OoUSOWLFmidc06Ozvj7+9PkyZNcHV1ZdeuXcTHx2NsbExOTg5yuZyBAweip6dH+/btmT59OmvWrJG+U/z00080adLkX4/zU+bm5oaHhwepqakMHTqU9u3bExQURJs2bYD/ZfKZPXs2s2fP1tr24MGD0s+vZi8SBEEQBEEQhP8CEZgjCIIgCMIHLSwsjPnz5yOXy7lx4wY//PADBw8eJDo6mvnz5xMQEEBgYCBlypRhzZo1bNmyBQ8PDzZu3Ii1tTVyuZwTJ05w4sQJfHx8uHLlCp9//jlr1qyhQ4cOZGRkYGBgUNyHKQjF5s6dO5QrV469e/cW91CE/whNMNjTp0+JjIx865On9vb2f5rF7F3vX3g/Xs2IolKp6NChA4CUleXOnTvSJGuzZs2Ijo7WChLQBIjcuHGDRo0aAWiVqLSyskImk2FmZkZCQsL7OrR/JTAwsFBGoMWLF2tlEipVqlShyWzIn1B98OABWVlZfP311/Tu3ZuWLVty9OhRHj9+TEpKCmvXruXMmTM8fvxYmiRXqVScPXuWrKwscnNzGTJkCDk5OcyZM4c7d+4QHBzM8+fPgfzgu71799K1a1d0dHQYPnw4S5YsYfz48Tg5OaGjo4OVlRXLli3TOq7p06fj7e3N48ePkclkrF69Gl9fX63MWXp6enh6enLp0iV+/vlnRo8ejUKhAGDs2LF07doVDw8PnJ2dMTQ0fL8vTDE7fvw4Xl5eJCcnY2ZmRu3atbG1taVOnTocO3YMe3t7du3aJQU/lilTBnNzc1q3bk2PHj2YNWsW7dq1o1evXhw5coSyZctiamrK+vXr8fDwwM/Pj/79+wNvHtD2akBceno6mZmZHDlyhKCgIAICAujVq1eh/rp06VJo2ejRo9mzZw/6+vrMnDmTiIgI2rdv/6/Pm6+vL/b29lI2pzfdpmCZpYI/a7x6fYN2lhfNZ1jNmjWlrFaDBw9m8ODBWtsU/KyrU6cO+/bt01rfokULzp0798Zjf5/j/SeMjIw4ePAgJUuWpH///ixevLhQeboePXqwYMECXF1d2bFjBz4+PlL5LaVSibe3N56enqjVau7fv8+uXbs4cuSIFAQWGhr6r8b4qVu5ciU7duzg2bNn9OrVSyrH1bx5c7p27cqECROkIB1BEARBEARBELSJwBxBEARBED5oI0eOxM/Pj7Vr1/LNN9/QsGFDSpYsia2tLQkJCeTm5jJp0iRiY2N58uQJ3bp1w9DQkAcPHnD8+HEmT55MREQEt2/flibjNE97V61alcePH4vAHOE/bfLkyURGRlKyZEkCAgJo167dGz2JLgh/pajJPXjzYLC8vLx3UvaiuPcvvB2vZkQ5ePCgNPkK+UE3tWrVIjo6Gjc3N86ePUudOnUoXbq0NJEYGxtL27ZtsbCwIDY2lo4dO3Lx4kW++OILoHB5lo9ZwUxCKpWq0GR2YmIiT58+JTY2ltatWzNv3jx+++03Xrx4Qdu2balZsyZnz57FwMCAJ0+ekJmZSfXq1QkODqZp06bI5XKCg4Pp06cP33zzDRYWFmzevBk9PT1u3LghBUNv2rSJ0NBQWrRogY2NDQEBAdSsWZP69evTsWNHrTEXnMQ3NjZm586dWuuLypx19OhR6eelS5cWeR5eR1Oi9PHjx0Vu+zELCwujadOmUrm/tWvXaq2/efMmly5donHjxkRGRhIQEMC6des4fvw4ERER6OjoMH36dJYtW0b16tWJj4+nRYsWWFlZsXbtWnx8fEhISODOnTtvHND2akDco0ePtALpNO/novp7dVlmZibe3t6kpKSQlpZG3bp138VpFP4mzXuqqKx5/8SDBw8YMWIEGRkZJCUlUbduXel+rcmmVa9ePa5fv86LFy9ISUnBwsJCupZ69uyJr68v/fr1o3///lSqVImYmBjatm37Vsb3XzB27FjGjh1baPnChQuLYTSCIAiCIAiC8HERf2UUBEEQBOGDZmhoyPLly5k/fz4+Pj5cunSJ3NxcYmJiqF27NhcuXJCerv3666+libPq1asTERGBQqHg0qVLVKpUSerzU5poE4R/y8/Pj/bt22uVdXv06BEhISGMHz+e7du3U7JkSfbs2cORI0do0KABERERxThi4WOnCQYbPHgw7u7uODg4MHr0aCA/20evXr1wc3Pj4sWL2Nra4unpScOGDdm5cydubm40bdpUKkmoydCgVCrx9fXV2s/cuXNxdHSkRYsWnD9/vtD+27Vrh6OjIy1btuT7778vcv9r1qyhTZs2tGnT5m9nHRDerc6dO5OUlIRCoUChUPDixYtCbbp168bly5dxcHAgNjaW7t274+TkxP79++ncubPUrmvXrkRFReHs7Mzdu3fR1dV9n4fyVhX1HUcTkKzJJJSYmEjjxo2B/01mf/bZZ2RmZtK2bVv09PRwdXVl06ZNuLm5sWnTJubOncuCBQto0qQJLi4uLF68mHLlygH5Zeeio6NZtGgRtra2yGQyLly4QO/evfn111+B/wVDa/ZdsmRJKSjjQ/OpBeVAfqC7TCbjq6++Yu7cudJ1olarUavV3L17l6pVq0plx2JiYlCr1Tx+/Jhy5crRr18/Xrx4QXJyMvfv36d69ercvHmT58+fY25uTokSJaRSSW/6PVsTEAdw8eJFZDIZ0dHRAJw9e5batWu/tr9Xlx04cIB69epx+PBhunfvXmi/qamptG3bFnt7e0aOHIlSqaRLly506tQJOzs7nj17xogRI7h06RIAS5YskUrfBQUFSUHLkH+9v/rZ9fDhQ9q2bUvHjh2lsnqv6+9tCwwMJC8v7530/aHZuHEjXbt2RalUYmdnR/369YmJiQHQ+pyXy+XMnj1bypiloaury6JFi1i3bh2zZ8/GwsKCL774AqVSiVKp1Cq1JAiCIAiCIAiC8LaJwBxBEARBED5oK1euxMHBAXd3d+RyOSYmJnTt2pXRo0czefJkLC0tSUhIwMXFhdOnT0vbtW7dmrJly6Kjo8Nnn31Gy5Yt3/rY5HI5fn5+/zotuyB8aAo+iZ6RkUFmZiZDhw7F0dGRbdu2kZqaWtxDFD5immAwKysrqSzK8+fPOXXqFAAGBgbs3bsXW1tb7ty5Q0BAACtXruS7775j9+7dTJgw4Y2yNo0ZM4bDhw8THBzMjz/+WGj/u3fvRqlUcvLkSQ4ePCgFdmj2X61aNanExW+//ca33377bk6I8I/o6OiwdOlSIiIiiIiIoHPnzlJWBk9PTzw9PdHV1WXLli0cOXKELVu2oKurS7ly5YiKimLXrl3s2LEDuVyOnp4eO3bs4MCBA5iYmFCrVi1q1qxJUFAQkP95/2rg14eqQoUK3LlzB0AKeng1iMHCwqLQZLalpSUdOnSQJqg1ATWarFG5ubn06dOH6tWr88svv/Djjz9iZWVFbm4uAAsWLGDNmjWEh4dToUIFaX+v23dubq40vg+Nvb09kP+6T5s2jS+++ELKMHPq1Cnkcjl2dnasW7euOIf5txgaGhIQEEBkZCTZ2dlERkZy584dYmNjSU5OxtTUlNKlS3Pu3DmcnZ159OgROTk5lC5dmszMTLZv345araZevXq4u7uTlpaGhYUFkJ9tJy8vj1u3bv2tMb0aEGdmZoa+vj5t2rRh48aNDB8+/I37atGiBbt27cLd3Z2kpKRC6zUlkI4dO8aTJ0+4du0akJ9BqWPHjhw6dIh+/fqxefNmAPbt24ebmxsAdevWJTw8HD09PU6ePMmqVasKfXatWbMGLy8vwsLCpM+S1/X3toNoiiswJzAwUArq9vX1LTLYqaBXA10fPnyIXC6nbdu2jB49mqysLNzd3Wnbti09e/Yscp8KhYKFCxfStWtXMjMzMTAw4Pjx4zg7O5ORkSG169GjB4sXL8bDw0Nr+127dtGmTRtatWpF3759MTY2xs3NDQcHB9q2bcu8efPe8lkSBEEQBEEQBEH4H1HKShAEQRCED1rBdNlJSUnExsZKE2UaRQXGDB48mMGDBwMQHBwsLS84sRYYGPj2BywIn4DXPYm+ceNGZsyYITJNCW/F9evXpdI1zZo1k0qUaDJ4AFLpoapVq9KgQQNkMhlVq1YlLi7uL7MybNiwgeDgYGQymVZbjRs3bjBhwgSeP39OfHw89+7d09p/YmKiKHHxH+Lm5sazZ8+oU6cOrVq1Ku7h/GNOTk788MMPnDlzhpIli/6TT9euXfHw8MDZ2RlDQ0MAbGxsqFKlCnK5HB0dHfr06UOHDh2kbZ4+fUrnzp3Jzc3F1taW7du3ExYWxsiRI+nRowfdunWjS5cu2NraSn0WZeLEifTt25fKlStTuXLlf3SMFy5cIDo6mqFDh/5pu6SkJHx9ff/V9z1N6Zv27dszdOhQZs+eza5duyhXrhzt27enX79+lCpV6h/3/76sXLmSpUuXkpaWhrGxMUZGRuzatYtSpUphbm5OjRo1UKlUXLp0iZMnT2JjY0ODBg2wsLBg2LBh+Pv7s2fPHvr168f06dOpUKEClStXZsmSJaxcuZKVK1fi6OhI6dKltQLaiipnqKEJiCtZsiQjRoygVq1a9OvXT6uNgYFBkf0VtezPspoVVQLp1UxSnTt3xtfXl6SkJClQCZCyS2nK6Bb12ZWYmIi7uzuAVI7Lzs6OMWPGkJGRgY6ODj179kStVuPt7c0PP/xATk4Os2fPxsXFhZYtW9KoUSPOnTuHr68v7u7unDp1iilTppCdnQ1AVFQUc+fOZf/+/bx8+ZKAgACys7O5cOECTk5OeHl5MWDAgL++GN6xgmXzNEF69+/flwJdHz16xJAhQxg1apQU9KhWq7l+/TpGRkbs2bOn0Ge65j3s6elZKKBPrVaTm5srBT5BfoB5Tk6O9H9PT0/p5169emltX/B3RkEQBEEQBEEQhHdJBOYIgiAIgiAIgvCnWrRogb+/P2fPnqVChQrUrVsXyJ8McXNzIz09HR8fH61JkT+TlJTEzJkzCwXZCf8ttWrVIjo6ms8//5yzZ8/i5eXF1atXpQwdoB0k9mogToUKFbh79y5AkZk3li9fzvnz57l+/TrDhg0rtH7FihVMmTIFuVyOvb29NBGo2b+mxMW2bdsApMlR4dN04MCB4h7CW6HJCFSQJnCh4OT07t27C207Y8YMZsyYobVMc582MDDgyJEjWus8PDy0MlJoSv1ovC4YWpMd65+ytbXF1tb2X/XxpqytrdHV1ZXuCzExMVIZtPv375Oeno6Zmdl7Gcu/UTDQ/c/4+/sXudzV1VX6+euvv9ZaN3z48L+V3aag9xUQpymB5OnpSb9+/XB0dCQ8PFxar1ar0dHRoXnz5kyaNEkr6CsmJoaOHTsSExPDgAEDSE1NLfTZlZycTExMDFZWVpw/fx5nZ2d0dHSoX78+hw4dYvDgwURERBAWFoZCoSAiIoK8vDxcXV1xcXEhPT2dmTNnYmhoiIuLC+7u7lpBYGZmZmRlZTFmzBimTZtGQkICPj4+BAcHY2trS3h4+GsD8d6VNymbpwnMKSrQ1dHRkSNHjtC3b19cXV0ZMGAADRs2pF+/fjRt2pTx48e/0ThcXFze1iEJgiAIgiAIgiC8UyIwRxAEQRCEj0bBshKfmoyMDDZv3ky9evVQKBR/2V4ulxfLH+GFT09R76s3fRL9hx9+YPz48ezdu1drueb6DAoKomHDhloZUARBw9vbm759+7J69WoaNWpEy5YtuXr16htvb2BgQI0aNWjXrh116tShSpUqWuubN2+Og4MDDg4ORW7v5ubGqFGjsLKyKjLjRcESFyVKlEChUDBr1qw/HVNSUhKJiYlvdB+HN8/8oeHr64u9vT3t2rV7o/aC8LFSKpUsWbIEtVotZTv55ZdfKF26NBMnTuTQoUP4+flhY2ODjY0NMTExrF+/HltbW2bPnk1kZKSU6eTfeDXbVuPGjdm2bRtly5YlOzsbXV3df72P/wKlUkl4eLhUbk7jfQXEKRQKBg4cSGho6J+269evH3K5nE2bNknL4uLicHJyonr16rRq1YoGDRoU+uyqW7cu3bt359dff0VPT0/atl27dmzbto2dO3dy+/ZtkpKSOH36NMbGxshkMoyMjIiMjOThw4d8/fXXjBw5ksePH+Pg4MDJkyext7enYsWKlC9fnvT0dDw8PLhy5Qo6Ojpv5fr+NypUqCAFxcbGxtK2bdvXZrIrKtA1NzdXKhFpa2uLvb09u3fvJicnhyNHjtCjRw9GjRqFSqXC0NAQZ2dn/P39adKkCa6uruzatYv4+HiMjY3JycnBy8uLmTNnEhkZKWVjun//PiNHjkSlUtG+fXtmzpz5Hs+QIAiCIAiCIAiCNjGTIwiCIAiC8AHIyMhg+/bttGjRQmtCNy8vTyt7hGaZIHwIJk+eTGRkJCVLliQgIIB27doxZMgQLl++TPPmzdm1axeVK1fGycmJ7OxsjI2NCQkJ0epjz549LFiwQKukg/BpKxgMFhYWprWuYEYP+F+pwoLbFAwY++WXXwr1r9lm9erVf7n/V6+3V/f/d0tcJCUlERER8caBOe8z84cgfGzUajW//fYb33//PadPn+bQoUN4e3tz/vx5qc3du3c5deoU0dHRrF+/nsqVK3P69GmOHj3Kxo0b+f3339/qmObMmUPnzp3Jy8ujYsWKbN++/a32D/nfCSMiIvjyyy9f28bHx4fff/+d//u//2PFihVcvXqVLVu2fBTZe4pD48aNC2VWKyqTlI6ODr169ZIC3wtmfdIwMDAo9NlVqVIllEplobY6OjpUrVqVuXPn4uvrS0xMDFWrViU+Pp7ff/+d6OhodHR0UKlUrFixAgMDA27fvs2FCxdwc3NDpVKhVCqljG2XLl3i8ePHJCQk4O3tDYCuri65ubnvPVj/TcrmaRQV6Oro6Mj06dPJzs6mXbt2ZGZmkpOTIx1LcHAwzZs3Z8aMGdKx9ujRgwUL/p+9Ow+oMe0fP/6uJNEiKbLL0tgLE4o6ChGSfQtFQo+hYWIoZCbC4GuMIYRQdsaepeWkslNpjDWyJCKVbGk5vz/6nfvpqHnG2M1cr3+cc+7lXNft3Ne5O9fn/nwW0K1bN3bt2sWsWbOIjo4GID4+nhs3bhAXFycFBY0ZM4Y1a9ZQs2ZNBg8ezN27d6lRo8aHPTCCIAiCIAiCIAh/Qv2vVxEEQRAEQRDeVEJCAmvWrOGbb74BikoHFBQUlLru8ePHpUAcKysrYmJiWLhwITY2NhgbG2NkZESzZs2IjIxEJpNRoUIF2rVrx4IFC6R9bNq0iYkTJ36UvgnC6/z9/encuTOrVq1i/fr1DBw4kLNnz9K4cWO8vLxwd3dHLpczZcoUKlWqRFJSEi1atGD37t2Eh4fj6OjIwoULCQkJQVNTk0GDBuHp6QkUlVnx9vamsLCQrl27cufOnU/cW0H4a6tWrWLjxo2oqalJmaR2797NokWLCA4OZsCAATg4ONCrVy9evXqFXC6X7uBfsWIFbdu2pWPHjly5coVDhw5ha2tL69at2bBhw6fs1icXHBwsglLfklwux9nZmV69etG+fXtCQ0Oxt7ene/fupKam0rFjR9q3by+NvePGjeP3338HYMmSJR8k8ORNKcviVKtWTeVxixYtpHXq169PuXLlpNI5t27donnz5gB/O1ubTCbD399/+8wSAAAgAElEQVRfCu6Ty+VSwIEy6MLS0pKIiAiioqI+2LHJyspi165d/3OdyMhITpw4QatWrbhy5QqxsbGfVVBOfn4+gwcPxsbGhsGDB5Ofn09SUhJWVlbUrFmTp0+ffuomlhATE8OoUaOYMGHCe9vfggULpABQXV1dLly4QEFBAYaGhgwaNEj6DBkYGEgZ0dTU1OjUqRMPHz7kzJkzdOzYkUGDBqGpqUmrVq2oWrWqSsBo9+7dcXZ2/ujnqrJs3t69e9m1a5d0/kBRsJOrq6vKa25ubhw7doyoqChmzJiBjY0NsbGxnDp1ioULF2JoaEjlypXR0tJCoVCQm5srZQVSnssNGzYkOTmZFy9ekJqaSt26daX2XL16FSsrK6AoIEpNTY0rV64wbNgwZDIZly5dIjU19WMeIkEQ/qbg4GCCgoJKXXb//n2p3GJpgfmv70d53Thv3jxx7guCIAiC8NkQgTmCIAiCIAjvkbm5OaNGjeKXX34Biia1NDQ0Sl334MGDzJ8/n8jISOLi4ujQoQPfffcdGzZsoHLlyty/f59vv/2Wb775hr1796KlpUW5cuWYNGkSAFu2bOHkyZP8/PPPH61/glCa+Ph4dHV12bp1Kz169EBNTY3q1avz8uVLXr58yYIFC4iNjUVdXZ2vvvqKxMREOnXqhKGhIUlJSQwbNgwomnDNzs7m2rVr9OzZkwcPHuDh4UHPnj2pWbPmJ+7lv0/xoJE3oQxI/Dfz8PBg2LBh3L59m61btwKwfft2Bg4cCBSV/jh8+DBWVlYqE+/p6els376duLg4oqKiaNCgATY2NkRHR3Py5ElWrVr1SfrzOSgsLPysA3M+13YVp8w84+joKGWeqV69OqmpqRw9epTY2FiePHnCtWvXGDp0KFu2bAEgLCyM7t27f7J2Fy+L82clcl5/vXbt2lJmlOKZdT53rwdrHz16FJlMxpkzZ3BxcQGKxmQ/Pz+WLVvGhQsXkMlkfPfdd1y4cIEePXp80va7urpy/fp16flvv/1G48aNOXbsGE2aNCEjIwOAuXPnUq9ePSIiIkrdj5+fH+Hh4R+lza/r0KEDJ06coGHDhu9tf8uXL8fQ0BCZTEbfvn2pWLEi48ePJysri+zsbE6fPg2Auro6QUFBnD9/ntatWxMREcH58+fJysqSgsAKCgo4evQo6enpNGnShPnz5wNFNwGEhYXRt2/f99LuDyU4OJhz586VeC04OBgoutnA2dkZuVyOtbW1dL0IqueyTCZj5syZJTLTmZmZcfLkSem5QqHAzMyMzZs3I5fLOXfuHF9//fUH6p0gCB9a1apV8fHxAf5eYM7333//WQWuCoIgCILw7yZKWQmCIAiCILxHcrmc8PBw5HI5sbGxyGQywsPDS03x7unpib+/v0qGHYCCggLy8/Pp2LEjT5484datWzg5OVFQUMDDhw95+PAhAAEBAdJd3YLwKd2/f5969eoBlCi9dvbsWWrWrEnbtm0BePDgAfXq1ePixYuYmppSu3ZtQkNDGT9+PAqFgri4OO7du0eDBg0YM2YM3bp149dff/3ofRL+PmVAogA1a9bk8ePHZGRkkJWVJZXOUN79b25uzpkzZ6hatSoAN2/epGXLllIgp7q6OufOnWP27Nnk5eVx8eLFT9ORt3T8+HG+/fZbKlSogIuLCyEhIVSuXJlr164xY8YMAgMDef78OYcPH6Zs2bJ07dpVpdzdnTt3cHNzw9DQEEtLSxISErC3t8fd3V0K5PuQCgsL8fDw4Nq1a5QvXx4bGxsOHTrEy5cvCQwMxMLCAplMhqWlJffu3WP16tWMHDmSBw8eYGRkJGUB+1wUzzZjZGQkPb527Rpz584lKyuLlJQU7t27h42NDX5+fqSkpGBiYkK5cuU+ZdP/NhMTE1q1akWHDh1UMut87pTB2jKZjJs3bzJjxgxCQkJISUkpse748ePZsmWLlMXn5MmT7N+//+M2+C8kJyfTsmVLAFq3bs25c+ekz2F2djazZs1iwYIFHDp0iClTpnDlyhW0tbVp2rQpP//8M1WrVqVp06YsWbKEmjVrfvZBJ29KT0+P8+fPS0ElXl5e6OnpScvV1dWZNGkS9vb2qKmp0bhxY+kaKCcnR/p7QE9Pj2bNmn2SPryt10tFvs7Ozo7hw4eze/duoKhk2PHjx3FwcMDAwEBar3///jRv3pxLly6pbG9ubk7t2rWxtrZGS0uLXbt2MWfOHEaOHElubi6amprs3LkTHR2d9943QRBUKRQKPD09pbF90KBBXLhwgfnz5+Po6Mjq1atZs2YNKSkp3L17l1q1apUItpkwYQIJCQno6ekRGhpKZmYmvr6+DBgwgKSkJGQyGT4+Ppw9e1blGi0vL0/lujEiIgJfX1+MjIwYOnQoT548wdzcnKVLlxIcHMzhw4fJzs4G4MCBAyoBv4IgCIIgCO+bCMwRBEEQBEH4RAwMDFi+fDn37t1j6NChaGhoUFBQwB9//EFBQQHHjh1j9erVLFiwgAMHDuDg4EBUVJQ02bd+/XpcXFzYsWMH2tran7g3wr+ZiYkJycnJgGomA4CvvvqKzZs3o1AosLS0RFtbW/rBU01Njb59+2Jra0vZsmWxs7OjZs2aKBQKCgsL+fHHH5k1axbz5s1j1qxZH71fX6rXgwomT54sZb7x9/enU6dOyGQy2rVrR3h4OGPHjmXUqFHExcUxZcoUypYty9ixY6lSpQoAKSkp+Pr6EhISglwuRy6XM2HCBPr06YOamhrNmjVj6dKltG/fntjYWBITE/H09KSgoIDx48fj4uKCq6sr+vr6nDt3js6dO/9j/z81NTWl8oVOTk6MHTuWnj17SsuVd/8nJiZKwWwApqamxMfHU1hYiLq6OoWFhSxYsICgoCCqV69OgwYNPm5H3lHxIIOYmBhu375NeHg4W7ZsYf369Rw5coS5c+dy+PBhevfuzf79+9HW1sbX15fIyEgaNGhAeno64eHhaGhocPDgwT8Ncv0Q9uzZg7GxMUFBQRQWFvLy5UumTZvG9evXmTVrFqGhoQD07t2bdu3a8csvv+Dk5MTgwYNZsWIFO3bsYPDgwR+lrW/izzLP3L17F2dnZ1xdXRk6dCgKhQI1NTUsLS3x9vZm1KhRn6K5QFFWDJlMBqhO6Pv5+QHQqVMnAClAuU6dOlLmDWXpnC/JnwVr/1mmoA/p9cC6Gzdu4O/vLx1fV1dXfH19iYqKkgIglKKioggKCuLBgwfcuXOH7t27s3TpUho0aEBYWBgHDx7kzp07LFy4kKioKNq1a0dWVhZz587FyMiIhQsXoq2tTc+ePbG3t+fOnTvs2bPno/T7Qyjtc1y8DJVS8XKdjo6OODo6llinYsWKHDt27IO08+9Q/t2Sl5dH8+bNycvLY9KkSTRq1IilS5diYmJCmzZtcHV1JTc3FycnJ6ZOnSqV6rKxsaF///7k5uZiYGCAg4MDUBS4qsx2paRcVlzjxo3Jz8+XnhcfH5RlbpQqVqxIWFjYe+y9IAhvYv/+/dSqVYsVK1YQFhZGQkJCqZlQGzRoQHBwMOPGjVPJeHXmzBmePXvGsWPHCAkJITAwUMo+6eTkRLNmzaTgVGtr6xLXaObm5tJ1ozJD26pVqxg4cCDDhg3D3d2dU6dOAWBsbMzmzZsZPXo0Fy5c+KKCegVBEARB+PKIUlaCIAiCIAifyMqVK7GxsaFHjx6MHTuWwsJCgoKCWLVqFTk5OXTt2pXTp08jk8lwcnIiKSmJQYMGSdubm5vj7e3N8OHDVX6gFoSPpU6dOoSEhLBkyRKqVq3K8OHDyczMBMDW1haZTIaRkZH0Q2hoaCjt27encuXKhISEANCmTRt27NhBmTJlSE1N5dmzZwAsXbqU3r17M3nyZJKSkr64jCEfS0pKCpGRkSqvKYMKoqOjOXDgAO7u7gQHB3PkyBFmzpwprde+fXt+/PFH1q9fDxSlet+zZw9RUVH079//f77v+fPnkclkREVFlSinN2PGDEJDQ4mJieGXX34hLy8PKJqgjI2N5eDBg++j65+lpk2bEhcXx8CBA+nfvz9hYWH069dPWp6RkUGXLl2IjY2lT58+0utGRkb07dsXKysrOnbsyLVr1+jduze9evXC3d1dJVvAl8DT05Nt27YxbNgwfv/9d8qVK4e6ujrVqlVTyd6SmZnJs2fPGDVqFLa2tuzYsYN79+4B0KJFiz8tBfmhXb16FSsrK6Aog8XGjRuxsbHB3d1dah9Aq1atALh06RJLlixBJpOxfv160tPTP0m7/y51dXUWLVqEs7OzNPYCDB06FLlcLgW/CO+HcrxOSUmRylMpKYO158+fz9SpU6UAP319fe7fvw9QImgB/joLydsoXmq1bt26JZbHx8dz48YN4uLiiIiIQF9fH4Do6GhWr15NcHCwFLhjY2PD+fPnSU1NxcrKiv/7v/+jYsWKXL9+HSsrK/r370+lSpX45ptvmDNnDi9evMDOzo569epx5coVDA0Nv7isTf90lStXVimB17p1a3bs2AHAoUOHcHR0ZP78+cyePZu4uDgiIyNVxs3du3djaWnJoUOH0NXV/VTdEAThA7p06RJbtmxBJpMxZ84cHj9+zJgxY9i2bRvu7u7SesUzSRYvh/h61rXiy173Z9dor/uzfSqvS6tXr05WVtZb9lgQBEEQBOHNiIw5giAIgiAIn4iXlxdeXl7Sc+VdYG9CeYdY8TtxBeFTUVdXZ82aNSVeV2Y2AP5n5gMoOeFY/HOtnPARSlJO9CrLYkDJoIKaNWvy1VdfAagEOmhpaSGXy1XKj1WuXFnaTqm0jA22trYcO3aMIUOG0K1bN5XyQpmZmdSpUweAunXrSkEKyh++/8kZvvT19aWMBpmZmTg4OEjHFKBr164qExLFx3BPT088PT2lZWZmZowcOVJl/8XPmc9Z8YxwrVu3Jjs7GzU1NebOnYuamhq7d+/m0KFDaGtrs2bNGtLT02nSpAnt2rWjsLBQypzTvXt3qSxUQUHBR8uYY2ZmxsmTJ+nRoweFhYUsX76c+Ph4kpOTGT16tLSe8jwxMzPD3t5eKrejDEb7HPxV5hlvb+8S26ipqTFw4MCPdrz/LZTjtampaYllK1euZNeuXTx9+pSpU6eydu1a+vXrx6pVq6hVqxb29vY0aNBAKn/3IRXP3lN8vFJmVCr+HVP8+2H27NlERESgqamJra0t1apVIygoCD8/P9LT03n48CFeXl48e/YMCwsLzp07x86dO8nPz0ddXZ3Y2FhmzJhBs2bNePToEZs2bVJ5f+HzkJGRwbhx46QSeKNHj2br1q2MGTMGXV1dKlSooDIBbmFhwc2bN6Xtb9y4IU3GK4MbBUH4ZzEzM2P48OFMnjwZgNzcXHr16lUiE2piYiKOjo4kJiYybNgwrly5AhRlkjxy5AhQVBa5eJZJUP3uKe0arbTrRlNTU86dO0eTJk04e/Ys7u7uXL58+ZNkphMEQRAE4d9LZMwRBEEQBEEQBEH4Qq1atYqNGzeipqbG/v37uXr1Kv7+/pw4cYKZM2dy8uRJrly5Qnx8PKGhocTHx2NnZ0dGRgZr1qxh48aNUnklNTU1MjIygKJyWEqlZWwoKCjghx9+YNOmTSxatEilTRUrViQlJYW8vDxu3LiBsbGxtP9/i8uXL9OzZ08mTpz4qZvySRTPCNejRw/q1q3L7du3iYqKAmD79u1YWloCRZm39PT0uHr1KjExMSQmJlKtWjU6derE+PHjCQwMpHv37jg7O7Nz586P0n4nJyfS0tKkPlhaWmJjY8O6detU1rO3tyc/Px8PDw9+++037O3tMTEx+aJL78TExDBq1CgmTJjwqZvyj6Mcr0eNGsW9e/fo168frVq14u7du3h5edGpUyf09PRYuXIlK1euZOHChfTt25cnT54wdOhQ3NzckMvlWFtbS2XGAgICiI2NZfr06VhbW9OxY8f/mTHgTRTP3jNv3jzS0tKA/47/ysA1JeVEprIcyaNHj1RKog0aNAgzMzMWL17MkiVLGDVqFL169eLgwYO4u7vj4ODAy5cvsbOz4/r166ipqTF06FDu37+PtbX1O/VFeP82bdqEs7Oz9FlUKBTUqVOHn376CWdnZ+C/E+BQlGFJGawLRQG7yuuO+Pj4j95+QRA+PCcnJ1JSUrCzs8POzo758+eXmgn10qVL2Nvb8/z5c9q1aydtryx/3KFDBzZt2sTYsWNV9m9paYmzszMxMTGlXqOVdt3o4eHBli1b6NChA1paWrRt2/YDHwVBEARBEISS1D6nSODWrVsrzp49+6mbIQiCIAiCIAiC8EWQy+WEh4fTt29ftm3bhpmZGZs2bUJHR4fo6Gi+/vprCgoKePjwIXfv3mXRokWMGDECW1tbZs6cSVRUFLGxscjlcuLi4vD29kZLS4uxY8dSpUoVwsPD8ff3Z+TIkdy+fZv69etTtWpV7OzsmD59Onl5eXTo0IGFCxfSvn17YmNjiY+P5z//+Q8FBQV4enoyYsQIXF1d8fX1pX79+shkMinrl/DPp/yM+vv706NHD9avX8/w4cM5cOAAwcHBPH/+HE9PTw4fPsyZM2coW7YsoaGhGBgYkJ+fT7t27fjpp58+aR8KCwtVskgpyWQywsPDVe7ILv5ZF4TilOeCu7s7vXv35ty5c2zevJlHjx5hZ2fHsmXLWLlypVQabdq0aXTv3p0LFy6goaGBg4MD27dvR1dXl86dO3Pw4EHKli0LFGUxi4qKQl1dXcps87aWLFmikr0nODgYNTU1DA0Nsbe3x9XVFR8fH+RyOVpaWuzatQsvLy98fX159eoVkyZNYseOHdy6dQuZTEZaWhqZmZl4eHiQnZ2Nuro6q1evlkohmpubc+HCBeLj4/Hz86N9+/ZUq1aNvn37EhYWphLUIbx/hw4doqCggO7du7/R+vHx8QwfPlzKYOHl5cXz588ZMGAAaWlp6OrqcuvWLUaMGMGrV6/o2bMn06ZNk/5vO3ToQL9+/Xj16hUGBgZ07dr1g5RkEwTh86YcE0TZTEEQBEEQvnRqamrnFApF6zdZV+QlFgRBEARBEARB+MI1b96cGTNmkJ2dzeTJk7l58yavXr1i//79uLq6smLFCvLz81m4cCFRUVEEBQWRmpoK/Lc0nrW1NcePH1fZr7IEztq1a0u8Z2xsbKnPLSwsSuwnODhYevy5BOVkZWURGRlJnz593mr7lJQU/Pz8VPr2JlxdXfHz8/vsJpsTEhI4d+6clInjfVGWE4CiO6jHjh1Lz549peXKzAmJiYnUq1eP8uXLq5Q/+FhloeRyOYsWLSI/P5/c3FwWLlzI5MmTMTQ0xNHRkVq1auHr6wuAv7+/NJH0/fffExsby8iRI/Hw8JD29+LFC0aOHMmDBw8wMjIiJCSE0NBQjhw5QnZ2NhoaGnTr1o3NmzfTsGFDgoKCPko//02U5+a7Tvrfv3+fNWvW4OPjIwUgvqvGjRujrq5O9erVuX79OpcuXUIul0tjromJCQAtWrSQShAmJibi5OQEwKNHj3j48CHVq1cHYMqUKYwYMQJDQ0PmzJlDhQoV3rptb1Jqdc6cOSrPi4+Dhw4dAlRLohkZGfHbb7+pbFO3bt1Sy/Upszbt2bPnsxsnv2R/FmDYtWvXv7UfCwuLEuVHAZ4+fSo9rl27donv+uKlGPft2/e33lMQBEEQBEEQBOGfQJSyEgRBEARBEARB+MwcPHgQCwsL1qxZU+ry9u3bA/8NetDQ0EBdXZ2srCxkMhnr1q2jWbNmKtvUrl2boKAgPDw8WLx4sUrAxL9RVlYWW7ZsYdeuXW+9j6dPn/7lpH/xsmBK3333HSkpKW/9vh+Cubn5ew/KAWjatClxcXEMHDiQ/v37ExYWRr9+/aTlGRkZdOnShdjYWPr06VOi/EFYWNh7b9OfefnyJWFhYYwZM4YjR46Qnp7O1q1bGTlyJH5+fhw5coQjR44wc+ZMaZvevXsTFxdHcHAwr169kl4PCgrCycmJyMhIZDIZO3bsAMDIyIgDBw5QtWpVXr58ybFjx7h9+zadO3fGxsbmjc7J0gLl/kpKSgqRkZHSYxcXl7+9j38jhUJBlSpV8PHxeed9FR9zi2e0USgUmJmZ0aVLF+RyOXK5nA0bNgCoBFJYWFhw4MAB5HI58fHxUlAOgJ2dHRs3bsTY2Jj9+/e/c1vf1buUROvQoQMnTpygYcOGH6Bl/wze3t78/vvvHDlyBAsLCwBGjBjB7NmzsbW1pU2bNlKZKJlMxpQpUxg+fDjBwcEMHjwYR0dHHB0dUSgUBAcHExQUJI27xUusAbi5udGpUydpHPwnKO17+a/I5XIpOFMQhHfn5+cnsuUIgiAIgvCvIwJzBEEQBEH4or3+I+nfmWxS3pUsCILwdyknud9kzPHy8qKgoAA/Pz/Cw8PfaHJn9+7dbN68+S8DJZRBDw4ODlStWhUjIyO0tLQoU6YMVlZWKuv6+flha2vLN998w8CBA1UCJv4tjh8/Tps2bbCzs8PKyorIyEjGjRvHw4cPGTBgALa2tnTp0oUnT54ARdkqhg8fTosWLUhISABg5syZdOjQgcWLF0v7nThxIra2tnTo0IHbt28D0LZtW8aNG8d3331HcnIybdu2xdnZWZrs/NDkcjnOzs706tWL9u3bExoair29Pd27dyc1NZWOHTvSvn17PD09pfWVn8vS+v229PX1OXbsGFu3bgXAwcGBypUrS8u7du3KkSNH2Lt3L1paWqipqfHLL78QGRlJZGSklCHkY1BOcJubmxMeHq6SrURNTQ09PT309PSk15TbaGhoULt2bdLT06XXleWIZDIZ69evl5Y1bdoUgGrVqkmPK1asiJaWFseOHVPZ959518Cct/E2E9mfwqtXr+jVqxddu3bl8OHDAPzwww/IZDLs7OxISUnh+vXrWFlZ0bFjR+bOnQvAihUraNu2LR07duTKlSv4+fnh5uaGg4MDZ8+elcb5/Px8PDw8aN26tRQAc+rUKWQyGdbW1qxbt+5P26Ycc6dOnVpiWYsWLahatSoymYyOHTuWup/Zs2fj5OREx44dGTRokMoyZ2dnOnToQFhYGLa2tm938N5Sad9pbxJcI5PJyM/P/9DN+0eysrIiLi6O48ePY2JiQk5ODg8ePMDb25vo6GhCQ0NZuHChtH7v3r0JCQkBwNjYmIMHD1K9enUuXLigst/MzEy2bdvGpEmT2LlzJ6dOnUJLS4vw8HDMzMzeqq0KhYLu3bu/ceDh+6IMOIKi6x+5XI6TkxM9e/bk8OHDBAYG0rZtW6ZOnSr9Tfim5/L79qWMr4IgCIIgCIIgvBtRykoQBEEQBOEDksvlhIeH4+/v/6mb8la8vLxYtGjRG00UCsKX6Pjx47i7u3P37l2qV69OvXr1MDc3p379+sTGxtKgQQO2bNnCjRs3MDQ0xN3dna1bt5KcnExBQQHVqlWjYcOG7N+/n6lTp3Lnzh1q1KjB4sWLmT17Njdu3KCgoIB9+/ZhaWnJwYMHuXz5MgUFBVy9epXJkyczbtw4kpOTMTY2Zvr06TRo0IC9e/eSkJDA4sWLpVI5sbGx/Pjjj9JkM/w36CE4OJj8/HwePXpEamoqcXFx0jrBwcGkpKTg4ODA/PnzVcpZHDt27KMf80/p4MGDDBs2jI0bN1KnTh0SEhLQ1dWlf//+rF+/Hm9vbxITE2nbti0nT57k/v37KBQKqlWrRufOndm0aROnT5+mY8eObNu2DTU1Ndq0aUNAQADTpk0jKioKa2tr4uLiePToEadOnaJNmzb06dMHX19fFi5cyKVLl2jevDkAv/32GwEBAejo6PDdd9/h6Oj4XvurUCjYs2cPc+fO5fTp00RERODh4UFqaipHjx6lTJkyuLi4cO3aNZXt7t+/z6lTpzh37hzr16/H3Nz8ndty+fJl3N3dpUCIz1Hxslr29vZcvHhRWlZYWCgFbBWfXE5MTMTS0pJbt25hbGwsvW5mZoa9vT19+/YFikpyhYaGqmRKUT4+d+4cWVlZdOrUiby8PHJzc3FycmL69Ok8e/aMESNG8PDhQ0xNTenduzdJSUnIZDJ8fHzo3LlzqX3Jz89n2LBhJCcno6OjQ9WqVYmJiWHv3r3s3buXe/fu0a9fP27evMmePXuoUaMGP/zwA5GRkairq0vBP25ublI5r+joaFJSUlBXVyciIqLUsjif2u7du7G0tMTHxwcPDw9ycnJITU1FLpdz6dIlAgIC+Prrr/Hw8MDV1RWFQkF6ejrbt28nLi4ODQ0NaZK8YcOGrFu3TiW71cOHD/H19cXQ0JAuXbrQo0cPZs6cyd69e9HV1aVz584MHTqUsmXLlmibcrwuTiaTSUEBPj4+JTLzKIMpACwtLYmIiCi138W/F4R/Pmtra7y9vSksLGTo0KHs2bOHKlWqsHHjRkJDQ1FXV1cZa1q1aiU9VgYEVq9enaysLJX9vl5i7ebNm9L3lbm5OSdOnPjbbU1LS0NXV5cDBw68TVdV/Fk5rjeRkJDAxYsXSU5OJj8/n/bt2xMXF8fZs2c5deoUwF+ey4mJiXTr1o3c3Fx27NjBsmXLVMbMAwcOULt2bRo2bEjbtm3JyMhg1qxZ9OjRg4sXL7J+/XqePn3K3Llz6dKlC66urujo6HD16lUOHz6Mp6cnV65cQVtbm5CQEAwMDN75mH2JZDIZ4eHhlCkjpi0EQRAEQRCEfxZxhSsIgiAIwhev+I+kxe8OnThxIgkJCRQWFhIaGkqtWrVYtWoVa9euVcmWc+rUKaZOnUpeXh7u7u64ubl9gl58fgoLC1myZMmnboYg/KWUlBRu3LghZUNQPn4TBw8epFWrVnz11Vd88803JUpHXb58GXNzcyZOnMiIESMAWLhwIa9evcLIyIjMzEzOnDmDm5sbL1++5Pz58wwbNozBgweTn59PuXLlqFOnDpUqVeL06dOYmJhgZWVFq1at8Pf3p2nTpooy7MwAACAASURBVKSmplKjRg1SU1OZMmUKz58/p0KFCty/f5+AgACSk5P5/fffuXv3LklJSezcuZO0tDTatm2LtrY2ixYtYtWqVWRkZNC6dWuqVavGuHHjVCZ3du/ezfLlyzEzM6N169Y8ffqUn376iUePHuHh4fFO5Zy+JJ6envTs2ZNKlSoxZ84c5s6di46ODuvXr2fChAmkpqaira1NrVq12Lp1K/Xr1+f69ets376db7/9ljVr1mBqasrp06fZs2cPo0ePBmDBggWcOXOG8uXLY2JiwsqVKzE2NiY9PR0fHx/c3d05evQoixcvZunSpVKJkZ07d7Jt2zbq1KmDQqF47/0tnp3FyMhIenzt2jXmzp1LVlYWKSkp3Lt3T2W7+vXrU65cuVInbt/WV199RWxsrMprf1UG7GPT1NSka9euvHz5kkWLFqkE5sycOZMuXbqgUCj44YcfpNe3b9+Ol5cXbm5uKhO4Hh4ejB49muXLl6NQKAgICPjT97WwsCAvL48tW7ZQrlw51NTUsLKy4tWrV+jr69OlSxc8PDykSelmzZoxfPjwPw3KgaKgr8aNGzNmzBj8/Pzo1asXlSpVkv4/MzMzCQ8PZ/PmzezcuRM7OzuVAJa5c+cyffp00tPTCQ8Pl66loqOjUSgUKpP+n5MbN25ImY9atWpFdnY2crlcuu4zMTFhwIAB+Pn5MXToUFxcXKhUqRItW7aUgpCVE//FgxmUDA0NqVWrFoC0fmJiopTZ6dGjRzx8+FClzNS/QVJSEj179uTx48ccOnSIKVOmqHwH6evr4+HhwbVr1yhfvrxKibpNmzZx6tQpfv7550/Ygy+LsbExaWlp1KhRA2tra5ydnRk3bhzLly8nPj6e5ORk6fsJVEuivV5GrbjXl9WtW5fo6GiAEtl13tSUKVOIiooqNfCwR48ehIaGoq+vz6RJkxg8eDBly5bF09OTgoICxo8fj4uLi0oAy5EjR97ofUvrZ9WqVYGi87RWrVpoaGioBJ7+1bn88uVLjh49ytatW/n1119LBP2NHTuWbdu28ejRI77++mv++OMPEhISmDFjBk2bNsXNzY3s7Gz69+9Ply5dgKIgq2XLlrFv3z5q1arFihUrCAsLIzAwkGnTpr3VMf/cpaSk4OvrqxJ4KAiCIAiCIAj/Bp/f7U2CIAiCIAh/08uXLwkLC2PMmDEqP9YGBAQQHR3NrFmzWLlyJfn5+axZs4bY2FiV0hjKuyNjY2MJDQ3l1atX77V9xUvdyOVy/Pz8gJJlEw4dOoStrS2tW7dmw4YNAPz666/SOufPn3/nthQv47J27doS5R1SUlLo2LEj/fr1Izg4WCoz8PDhQ6l8grLsyftumyC8reIlWv5uuRZPT0/U1dW5ePEiAQEB0kSOQqFAoVBgaWlJ+fLlmTdvHnZ2dhw6dIj69etjamqKm5sb9erV48WLFygUCl68eEHz5s1JTEzk+fPnNG3alIYNG6Kjo0Nubi4FBQU0adKE5ORk1qxZw48//sj169d59uwZKSkpZGdnY2hoSGFhIZUqVSIyMpLq1atjZGTEli1b2LRpE+np6fTr148HDx6watUqEhMTMTc3x8jIiH79+qGpqcmqVavIycnh6dOn3L17l2+//ZZ9+/Zx584dnj9/ztChQ1m1ahUdO3bE3d2dfv36fZD/l8+RgYEB+/bto1q1ajg5OfH8+XOg6E76nJwczM3Nef78OadPn+bevXuoqalRv359tLS0KF++PAqFgvj4eJo3b058fDyGhobk5uYil8vp0qULz5494/z589y7dw91dXWMjY2pUaMGdevW5cKFCzRv3pyLFy/y1VdfAeDr64u/vz+urq5cv379vfe3tOwsAHfv3sXZ2Rm5XI61tfVfTs5+jpTfrV5eXlhbW7+XfZqbm3Po0CHkcjmtWrVSmTR0cHDg5MmTnDp1CgcHB6DoO33x4sWcOnWKsWPHAkUZqurXry8FJERERBAZGUmbNm1wdXXF3d0dKCqt0qlTJ6Ao2E9XV5ebN2/i6OiIra0tN27cwM3NjatXr2JlZSUF5Sgngb29vf9nibJFixbRsmVLVq1axR9//MH06dOJj4/n6NGjDBo0CFNTU9auXcu8efNYvHgxBw4cQC6Xo6Ojg0wmkzJIKMt5aWpqMmLECFxcXPD19f1sS6/UrVtXynwUHx+PlpYWXbp0QS6XI5fL2bBhA5qamixevJh169Yxc+ZMTE1NiY+Pl/qk/Le0zByPHz/m7t27PH/+XMqcZGFhIR2/+Pj4f11QjtK+fftwdHQkMjKSWrVqERkZyfjx4wkMDGTPnj0YGxsTHR2tkjlly5YtnDx58p2CchISEkoE1RanDAB8mxJwnzMTExOaNWtGnTp1ePjwIVZWVlhaWmJjY/NWZZhKO6fbtGnDy5cvsbe358KFC2hqav7t/fr7+9O5c2f27duHXC7n5MmTHD16lBcvXtCzZ0/27t0LwPnz5/n666+ZMWMGoaGhxMTE8Msvv5CXlwcUBbC8aVAOFGWoSktLA4oCxwDS09Pp1q0bgwYN4ubNm/j5+dGuXTsSExNJSUnBwsKCGjVqUKZMGVq3bs3q1atV9lm83OG6deukoL9x48bx5MkTmjdvTlJSEqdPn2bSpEnExMRQWFiIpqYmhw8fRiaT4eTkxJ07d6R9KgMAL126xJYtW5DJZMyZM4fHjx//7WP9ubh3755KuUxvb29+//13jhw5Ih3D48ePk56eTkBAALa2trRp00YKWlbatGkTEydOBCAoKIgOHTrQoUMH8XenIAiCIAiC8MUSGXMEQRAEQfjiFf+RdPXq1dLdkAsWLCAiIoK8vDwaNWrEo0ePqF27Nnfv3pXKUcCf3x35vzJvKEs8TZ48+W+VekpISCAzM7PUsgk1a9aka9eu5OfnI5PJGD58OHv27CEqKgptbe33Mjl68OBB5s+fj0wmIykpiVOnTqnc6Tlt2jTp7ngNDQ0pQGjevHlMmzaNdu3aMXXqVE6cOPHe2yYIb2vVqlXExcVx4sQJHj58yNWrV/n1119xdXXlxIkTXLlyhbZt23L37l10dXXR09MjNjaW5s2b8/XXX3PlyhXS0tLIy8vj/Pnz5ObmkpubS9myZTExMSEpKQknJyd+/fVXafIlLy+Px48fo6mpib6+Po0aNSIzM5OePXvi4uLCjBkzuHv3rko7FQoFTk5ODBw4EHd3d3bv3o2amhq6urrUqFGDrKwskpKSaNSoEZUqVQKKspvk5uZy8uRJzM3NiYmJITIyEgcHBzw9PSlfvjwxMTHcvn2bbt26kZqaSnJyMgcOHMDMzAxdXV0qV66Mubk5L1++JCIigqCgIGQyGd7e3gQEBNCrV69P8d/2SaxcuZLt27fz4sULZs2ahY+PDxUqVGDu3LlcuHCBhw8f4ujoKJWwAtUgFW1tbSwtLQkKCmLIkCE8fvyYOnXqULZsWX7++WdGjBjBH3/8IW2rnNj/7rvvsLKyolu3bhgbG3PlyhUAateuTVBQEMePH2fx4sWsWLHioxwHdXV1Fi1axO7duz/K+30oCoWCJUuW0L59+0/dlL9FLpezaNEi8vPzyc3NZfHixZw9e5bOnTtTq1YtDh06hL29PUOHDiUrK4sNGzYgk8mIjo7G0NCQ58+fU7ZsWZKSkpg4cSKNGjWiSpUqpKSkUL58eZ4/f86VK1c4cuQIrVq1Yv/+/WhpaWFoaEjdunW5fv06Fy9eJCIigtGjR6Ours6SJUvQ0NAgNzeXtLQ0ypUrR2pqqvQZXrt2LWlpaTRq1Ihbt25x5swZ2rRpI/VJWXokJCSEZs2akZOT80lKeTo7O9OvXz8cHBwwMDBAX1+fqlWrIpPJUFNTY/Dgwejr67Ns2TKeP3+Oi4sLRkZG9O3bFysrK7S1tQkMDPzT/VeuXBk/Pz8SEhKYOXMmALNnz8bJyUkKqty5c+fH6u5no3h5pISEBHbt2sXhw4fJz8+nXbt2UoAZqAY8BQQElMik9XeZm5u/Ubm9tWvXMnLkyHd6L4VCQY8ePcjJySEqKuq9lHp923atX79eepyamgogBZJ4e3uzbNkyjhw5QnZ2NmXKlGHEiBGYmpoSGRnJ6tWrCQwMxMLCAplMhqWlJXK5nE6dOjF48GCys7Ol/q5evZoyZcowf/58KVvU27h58yaTJ0+Wxqf09HT69OnD2LFjady4sRSgkpmZSZ06dYCiQLv09HSg9AxW/4u9vT0//fQTZ86ckUoi5efnExYWxtatWwkNDWXFihUMGTKEcuXKERAQQP/+/ZkxYwYNGzbk7NmzUjuUipc7HDFiBI8ePeKXX34BisoVamhooK6uTlZWFjKZjJkzZ0p/RypvGMnNzVUJJlWeD2ZmZgwfPpzJkydL+/tSvXr1Sgr0Cg8Pp3PnznTt2pWsrCxMTU15+vQpL1++xNjYmAYNGhAWFsarV6+YNGkSUVFRZGRk0LRpU7Kzs1m3bh2PHj3C29ubfv36cebMGTw9PTl58uQn7qUgCIIgCIIg/H0iMEcQBEEQhC9e8R9J7e3tuXjxIhkZGcjlcmJiYjh69CihoaFUrlyZW7dukZyczNatW6XtLSws2LFjBxUqVCAvL0+6G/TGjRtERkaWCMwpXuLpTUo9aWpqSj+uxsfHo1AouHnzJi1btpQmfNXV1Tl37hyzZ88mLy+PixcvUlhYyOzZsxk3bhxly5blxx9/pEqVKu90rDw9PfH392fNmjU0a9asRHkH+O/d8cVdunSJ77//HjU1NZ4+fYqlpeV7b5sgvC0PDw9MTU0ZOHAg06dPx8bGhipVqrBp0ybCwsLo1q0bNWvWxMHBgYULFzJz5kxq165N48aNOX78ODdu3ODZs2dUqlSJFy9ekJeXR6VKlXj69CmhoaE8ePCAM2fOYGhoiIaGBjVr1iQ5OZm1a9dSvXp1mjdvzoQJE/jPf/7D/PnzCQwMRF9fH2NjY5V25ufn8+2330oBOxYWFlSsWJGcnBwuX75Mfn4+gwYNKpGlQTlhdvnyZSpWrEjz5s3Jy8ujefPmtG/fXhqHlOOJqakpHh4eZGRkkJ+fz8iRIzly5Ii0fMCAAcTFxTFkyBDq1atHhQoVPvR/0WfDy8sLgF27drF69WpWrFjB2rVrmTRpEnv37mXIkCHcuXOHmjVrAhAbG0v79u2pU6cOCxcuxM/Pj59//hldXV2io6Np0aIFT58+5dChQzg5OUlZcbKysqRtAerVq8fx48cZMmQIlSpVokaNGkBR1pSTJ0/y9OlTFi1a9F77KpPJpPG9eMkoZdY2b2/vUrdR9hugTp06BAcHv9d2BQcHk5+fj7u7O35+fpQtW5Y9e/ZQoUIFXFxceP78OQEBAZiZmVGnTh0yMzPJyMggKSmJBg0aYGhoyIsXL9DW1pYmPxUKBdeuXaNNmzY0atQIJycnDh8+TI0aNZg5cyb169dHJpMhl8v59ddf2bhxo1QGrmXLliWO18dQvCTKhg0bpKx+7u7udOjQQTovTUxMSElJISYmhm7dunHv3j2ysrIoU6YMI0eOpGHDhtStW5fZs2dz8uRJkpKSMDU1RVtbm6SkJIKCgqhRowbh4eE0atQIQ0NDTExMpACfFStWSJmfvvvuO+bPn4+TkxODBw+WSq0o27thwwYqV66Mnp4ezZo1K7Vfys+aXC7/0IewVFpaWuzbt6/E6z4+PirPBw4cqPLc09NTyggI/z1PoOg8UGZPKm0y2NLSkoiIiHdp9heveABjxYoVSwQYHDhwgJMnT9KjRw8p+xMUBZe4uLiwY8cOtLW13+i97t27x9ChQ6XvwQEDBkhBYC1atKBFixYkJiayfv16zM3NCQgIYO/evSQlJSGTyfDx8fmfZeD+l7S0NHR1dVWy/pSmeB//yvsIGHqdlZUVcXFxpKWlYWJiQk5ODg8ePGDFihXMmjWL69evM2vWLEJDQwHo3bs37dq1Izg4GGNjYzZv3szo0aO5cOECixcv5ubNm+jp6bFjx463btOKFSuYOnUqMpmM9u3bo1AoMDIy4sWLFwQHBzNkyBCg6POTkpJC9erVuXHjhnQt9abHU0lXV5e4uDjpuVwup3///kBRMNf3339PxYoViY6O5v79+9SuXZvy5cvj4+ODp6cnhw8f5sSJEyr7LF7ucOfOnQQGBkrZRZs2bSoFO2VlZaGlpUWZMmWkgLQePXpgY2ODpaUlFStWLNFeJycnJkyYIP3d6eXlpZLh9UuipqZGxYoVyc7O5t69e1y5cgVTU1Pu3LnDlClTOHr0KOXKlaOwsJDp06dTpUoV9PT0pBLUd+7ckYL8hgwZQkBAAE+fPuX3339HV1f3rcuqCYIgCIIgCMKnJgJzBEEQBEH44hX/kXTRokVcvHgRAwMDdHR0sLOzo3nz5kDRRGNubi7dunWjsLAQLS0tTE1NycjIoHr16hQWFqKhoUH58uVp164dd+7cITExkZCQEPT09MjNzZVK1hgYGHD+/Hnq1q3Lr7/+yrFjxwgMDKRJkyYYGBjw4MEDAgICGDJkCLm5uUDRxM2VK1fQ1taWMtJs3rwZfX19MjIyKCgooFevXjx58oTc3FwuXLiAubk5wcHBbNq0ieDgYKZOnfpOx8rAwIDly5dLkxpdunRRudOz+N3xxZmZmeHi4iLdrZqfn09eXt57bZsgvKtLly6RmJjI6dOnKSwsJDc3l0GDBvH48WNycnKoWrUqlSpVYtCgQRw9epQ1a9Ywa9YsqlevTkhICCtWrGDatGlkZmZSt25d4uPjqV27NrVr1+bo0aNoamqqTMAoM+poamri6OgolTVwdXXF19dXmsiVyWRERETg7+9P+/btKVOmjDSJuG7dOtatW0f9+vXR09Nj586dNGzYkJEjR1K/fn0ARowYwffff4+1tTVjxoxBQ0MDHR0dduzYQe3atcnNzcXKyoqQkBAePXqEj48Pixcv5saNG2RnZzN58mQcHR2lLC6ampqsW7eOVq1alcjq82/g5eUlBeiA6gR9aZkbSgtSKS0LyP79+/90WygKzlGWB1KaP3/+32v8P1DxTG4KhYLhw4djZ2fHxo0b8ff3Jzw8nOjoaBISEggMDERTU5N9+/YRGRnJrFmzpM/wkiVLsLKyYsmSJbi6ulKnTp1Sv88+l2xvxbP9+fj48O2339K1a1fCw8NZtGgRPj4+jB49mq+//pqsrCxu377Nw4cPSUxMRFtbm4YNG3Lt2jV2794tBdbk5+djZWWFhoYGT548YebMmUycOBFHR0dq1qxJkyZNMDU1JS0tjU2bNjFhwgQePXqEXC5n7dq1REZGoq+vT0REBOrq6rx69YqcnBy6du2KgYEB06ZNIzw8nLVr19KnTx+ePXuGkZER27Ztk/rl5+cnjXMAT548wcXFhXnz5mFkZMSoUaPIycmhUaNGLF++/JMce+HD0tPT4/z58yUCDPbt24eNjQ06OjocPHgQKPr8e3t7M3z4cDZv3ix9bv6XypUrc/ToUcqUKYOLiwvXrl2Tlt2/f59Tp05x7tw5KTDHxMQEJycnKSD9XUyZMoWoqCjc3Nx4+PAhT548wdzcnKVLlxIcHExYWBhPnz5lzpw57Nixg2PHjtGiRQtycnIIDg4mJCSEZcuWoaGhwfLly7l169Z7CRh6nbW1Nd7e3hQWFjJ06FD27NlDlSpV2LhxI6Ghoairq6sEUxXPRlM8+1FWVpZKZp530b17d8aPH0/jxo0pW7as9HqPHj2YP38+S5cuBeCHH35gyJAhFBQU8J///Oetymf9meI3c5iZmZGUlESlSpWQy+XUrVuX8+fPEx0dDVAi+KO04E0fHx98fHxISUnB19cXKMqgpVQ8MGjmzJlSli0l5TWFMpBL+TfZl27t2rXcuXNHKvN669YtMjIyyMvLQ0dHh2nTppGdnU2bNm1ITk7GxMSEtLQ0njx5Qps2bXj69CnlypWjevXq6Ojo4OHhgZaWlhQo9aVlyRPer78T+CgIgiAIgvC5eW+BOWpqailADlAA5CsUitZqamqVgK1AHSAFGKBQKDLf13sKgiAIgiCU9iOpcjL89UlSuVxO7dq1WbJkCbNnz6ZatWro6OigUCiwt7cnPDwcHx8fzM3N8ff35/79+4wYMYLffvuN8uXL06RJE27fvg0gBfvUrVuXRYsW8eDBA+zt7XF0dGTBggWYmppiYWFB/fr1sbW1ZcOGDZQpU4YyZcrQpUsXbt++jUKh4O7du2RkZNCqVStatmxJcHAw5cuXx8zMDHNzc0aMGMHNmzfJzc1l3bp173y8Vq5cya5du3j69ClTp07l+vXrKuUdit8dX9z06dPx8PAgOzsbdXV1Vq9ejZ+f33ttm/DPI5fLWbJkCQqFgoyMDMaNG8fatWspV64cu3fvZvjw4aSmplK9enU2btxIbGzsn66vPJ89PT2lALeQkBASExPx9fXl/v377N+/n5YtW3L16lUyMzPR0tLCy8uLOXPmsGHDBiZMmMDjx4+5d+8e169fJz8/n2HDhhESEsLatWsZMGCAdO5t3LiRrl27cvToUTp37qwygQVQpkwZjh07pvJa8fFIOQ4pjwOoZmBQrufm5oabm5vKfq5evSo9Vm7zxx9/0L9/f06cOMHAgQMZOXIkWVlZ/Pzzz1hbW9O9e3cCAwNxdXVFTU0NPT09CgoKAJg6dSoWFhZs376dgQMH0qdPH5YtW8b169eliSRB+FiKn0sKhQJPT0+2bdvGmjVr+Oabb3B2dmbu3LkMGzaMly9fcvnyZWxsbLh69SoKhQJdXV1MTExKZHZLTk5mwoQJbNmyBYA2bdpw/vx5lfcCPptsb8UniIcNG8a5c+cAOHv2LPXq1ZPWU1dXp2zZsjRr1ozDhw/TqlUrunXrRlRUFJcvX2bq1KnUrl1bmoT//fffqV+/Pnfv3uXx48doa2sTHR1Nnz59UFdX5/Hjx1y8eJEyZcrQvXt3vv32W2nsCgkJoWrVqlKZqt27d2NpaYmPjw8eHh5Sm27fvk3lypXZv3///wxuysnJYdiwYQQEBNC4cWMmT55coixmu3btPtARFj6W0rJzvf69BrBmzRqV53K5HLlcTnh4ONu3by+xfvFMMq6urlIQg/L6ICsri5SUFBo0aCBtU79+fWlCPysr6z30TpUyKLNx48ZUrVqVYcOG4e7uLgVdVqxYka1bt5KWlsb58+c5duwYW7duJSwsjIKCApYuXUpcXBypqamMHz+e/fv3v5eAodcZGxuTlpZGjRo1sLa2xtnZmXHjxrF8+XLi4+NJTk5m9OjR0vrFJ7lfH6PfVfGMU127di2x/PVsVRYWFhw/flxlnfeVua20jDdHjx5lzJgxDB48GA8PDwIDA7G3t6datWp89dVXf7qv48eP8+2331KhQgUuX75MQUEBMpmM7du3s2fPHimg6eeff6Zly5YEBQWVeK1FixY0a9aMpk2b8v3337+XPn4OcnJySE9Pp0KFClSqVEk6R65fv05gYKD0d/Nvv/2Gvr4+eXl5UomvI0eOoKury/HjxzE1NaV58+Zs2bKFypUr06ZNG8qVKyf9PS78M7xe3nPHjh1SyUg9PT1CQ0PJzMzEzc0NQ0NDHB0d2bBhA+3atSM8PJyxY8cyatSoT90NQRAEQRCEN/K+M+Z0VCgUj4o9/x6IUCgU89TU1L7//8/FrdSCIAiCIHwyyrtAdXR00NHRQS6Xk5ubS0xMDDk5OSQlJZGXl8eDBw9UtklNTcXAwIBq1aoBSKWp1NXVsbOzY/369QwdOlRKbd+jRw+WLVvGnTt32L17NxkZGTRq1Ag9PT2GDx+Ov78/DRs2ZPny5WhoaDBq1CiOHTvG+PHjqVSpkjQB9r7uUlV6PVMElCzvUFpAgZGREb/99pvKeu+7bcI/k0KhYM+ePcydO5fTp08TERGBh4cHixcvpnHjxmzevBl/f3927txJlSpV/nT9+Ph4UlNTqVWrFitWrCAsLIzAwEDatWuHnp4e6urqZGZmUrZsWSnwrXPnzvzwww/cvn1bJXgsPDycy5cvY2BgQKtWrRg9ejT5+fnY2trSsmVLNm3aRI0aNahbty7z5s0r0afSsqp8SDExMUyZMoX169fTsGHDEsuL35GtnLwqLRNL8UCiDRs24OvrW2o5I0H4kPT19UlKSgIgKSmJtm3bSpncRo0axaxZszA3N+fHH3+kTZs2NG3alHHjxpGUlISPjw9eXl4qATdKpqamlC9fnpiYGC5duoSzszPJycn/j737DIjiWhs4/l+Q2JBilCIqWBBFUSyxIGUpgoJyiR0UEUWixm6U2FGxEG+uLbEXsPdeQBBX7FEUYjcqqCBYQSwBKft+4N0JC2g0QU05vy+us1PODLszs3Oe8zykpqZSo0YNKatGaWei+6OKdhBPnjwZOzs7KlWqxIYNG9SCCmQyGaNGjcLZ2ZmkpCQyMzOxsbFhw4YNLFq0CHt7e6ytrenSpQsHDhzgwYMHtGvXji+//JKKFSsyZcoUUlJSmDZtGm5ubsjlcipXroy/vz/h4eHs2rULT09PoqKiaNq0qVSm6vbt21Jmn8IZNerWrYuVlRW9evWiefPmjBo1qsR93Lp1KwMGDKBhw4ZAyWUx/wnkcjleXl7F7q+EP+dNJZ42bNiAl5cXffv2pVevXjg4OBAdHQ28PaikaIDtn3Hr1i3c3d0BaNGiBTdv3gR++57cuXNH+s1hbW3NwYMHefToEaampmhpaWFmZsazZ89KrT0lMTY2xsrKCjMzMx49eoSNjQ3nzp3D3t4ee3v7D7rtv6K3ZbwpbPny5ZQpU4bQ0FBq1qz5xvUVzvaWmJjIpEmTpMyFe/bsITY2lvT0dPr168eKFSuKTdu1axfJycmcPHnyH1dS1NfXl6ioKKpVq8br16/ZunUreXl5JCcnM2TIEM6dO8f58+dp3769FBybmppKbm4u7du3x9jYGFdXV54/f07t2rXR1dWlfPnygYJDeQAAIABJREFUWFlZER8fzw8//PCJ91AobYXLe/7444+8fPmS2NhY1q1bx5IlS+jRowcPHz6Usg6vWbOG7t27ExwcTLt27URgjiAIgiAIfxsfupTVfwD5/78OBxSIwBxBEARBED4hmUyGlpYW+fn5GBkZ4erqyueff0758uX5/PPPcXFxwdHREaVSiZaWFkqlUnqQn5+fT0xMjJSaH+D169fExsaip6fHvXv3SE1NRUNDg+bNm+Ph4UFQUBCbNm3CxMSE5cuX4+rqKmWxKFeuHO7u7vj7+9OgQQNatmzJpk2b8PHx+STHRhA+BFXHVLVq1ahatar0Ojc3l2bNmgEFnVpxcXEYGhq+cf709HSuXr3Kpk2biIyMJDc3V8q00LRpU2bMmEFYWBgymYzBgwdLpaKOHj1KVFQUgYGBrF69mlatWiGXyzl16hTr169HoVAQFRUlLZ+Xl8etW7fU9mHSpEnS69Ie1f4u7OzspPT9pUUVRCgIH5uzszNz5szh7NmzlClThuvXrzNr1iwpk9vJkyfZuXMn27Zto3Hjxujq6vLf//6XS5cusWPHDmrXrl3ieoOCgvDz8+PGjRs0aNCAGjVq0KdPH/z9/bG2tsbIyAiAgQMH/iWyvamy86n8+OOPau/r6ekRFRWlNk0VCKDyv//9r9h6jx07pvZ/Nzc33Nzc1KYVPo+pXhfNAAYFWQETEhJwd3fnwoULtG7dGoDs7GxGjhyJhoYGrq6u9OrVq8R99Pf3Jzk5mV27duHl5VViWczfY2try/Hjx6USgaoSfypvmg4QERFBXl4eHh4ev7ud95Gbm/tOJZeEd1c0m8i5c+ekEk8LFy5k1qxZQEFpx0uXLnH9+nV27tz5XsE2LVu2xMvLi9GjR2NnZ/en2lu7dm3i4uJo2LAh586dIyAggGvXrkmZZ0xNTbly5QrwW0mkqlWrkpSUJJWO1dXVBUo3YKiwwgH0KSkpQEHQSVGFzweqjEegnuXv36R///4kJiaio6PDtm3b3jjf4MGDCQkJkbK9qdy+fZuEhAQcHR3fOg0KSgX/04JyoOC+/OLFi/z666+UL19eCrxt2LAhAQEBbNmyhcjISDQ1NcnJyUFTUxNXV1e1aVpaWtStW5dx48bx6tUroOA8IfwzlVTeEwp+I6rKyzVp0kQtW2KjRo3Q0tL6oGWtwsLCyM3NJSAg4INtQxAEQRCEf5fSfJKgBA7JZDIlsFSpVC4DDJVKZSqAUqlMlclkBkUXkslkgUAg8NaRCIIgCIIgCKWlUaNG3Lx5k4cPH+Ll5cXy5cvR1NQkKyuLLVu2SB1FjRo1IjMzE29vb+bMmUNeXl6xwJxffvmFQ4cOsWXLFtasWYOVlRXp6elUr14dDQ0NwsLCpLI8q1evRk9Pj5kzZ3L37l3atm2LgYEBK1asQKlUcuHCBdq1a1esvaVRR13UYhc+lcIdToVfm5ubExcXh4eHB+fOnZM6Vd80v1KpxMLCgj59+jB69GigIHPViRMnis2npaUlBcDp6uqSmpoKFGTnUJWhe9t2BEH4cCpVqqSW5QkolmnkTRlYiiqc4Q0KOpjHjh1Lt27dAGjWrJlUMkpFZHt7d15eXnTt2hU3Nzf09fWl6Xfu3KF///7k5uZSu3ZtDAyKPeoBCs6tS5cupWfPnujq6pZYFrNWrVofrP0llc0p6osvvmD8+PFcu3aN6dOn8+rVK+rUqYOnp6cUxDB58mTGjh2Lnp4e9erV49GjR0RHR9OiRQu0tLSkjsLCpW169+5dYrYXobiMjIwSs4msWbNGLWgkJyeH5ORk4uLi1ALn4bfykKqMdmZmZsXKH33//fel1ubAwEB8fHxYvnw5jRs3pnXr1ly7dk1639jYGGtra+zs7LC0tJQ+J0OGDMHOzg4NDQ0pGK80A4aEP+9drxH6+vpStrdevXpJwZ+1atXiiy++kIJ6cnJyyMjIKDYN+Mf/NitcQrlHjx5cvHgRDQ0NKQOcTCbD0tKSH3/8scRpVapUkUoamZiYfOrdET6gwuU9HRwcCA4OZvv27dSpU4ekpCR69uxJUlISSUlJ0mANmUxG7969ef78+SduvSAIgiAIwrsrzcCctkql8v7/B99EyWSya7+7BPD/ATzLAFq0aCGegguCIAiC8MEUTmF+/fp1aXrRFOaFFS4l4e7uztq1azl16hTNmjWjZ8+ehIaGEhERwcmTJylXrhyjR4+madOmyOVyBg4cqFb33M/PTyq5ExkZiaurK7q6usybNw89PT0mTpyIQqHAxcVFam/Lli25f/8+Li4uHDp0iGfPnqGpqUmHDh3YuHEj9erVY8WKFfz666/069ePBw8eULVqVdatW8f69es5ePAgL168YPr06YwaNQqZTIaVlRULFiz4MAdZEN6Rvr4+ly9fxt7eHmNjY4KCgop11hfl6enJsGHDpOC4ESNGoKOjU2y+Ro0aMW7cOHr06MHGjRu5f/8+7u7ufP755x9kXwThrygjI4OYmBg6d+4MwNChQ1m4cOEnbtWHNXnyZO7cucMXX3zxqZvyViWVVPkrKlu2LHv37lWbpsqoMX36dObOnUtmZia2trZERkbi6+tLSkoK169fZ+3atQB07twZpVLJq1evaNiwIVpaWjx//pyhQ4fSvHlzsrKymDt3Ll999ZUU1Jyens6ECRO4dOkSFy5cIDIyEoBevXrx5MkT9PT0CAwM5MqVKzx58gSA+Ph4hg8fTnZ2Np6enowfP14a6e7i4kK/fv2oXLkyiYmJ7N69m+rVqwPg5OTEtm3bSElJQVtbm/v37/Ps2TNWrlwpBVo0aNCAsWPHAhAQEEBgYCDu7u54e3uzaNEiqlSpAqiXthFBnu/u9u3bXL58uVg2kaK0tLTw8/Ojd+/emJqaMn369I8e2GBmZiYFBB44cEDtvcLZZqAg40yZMmXYvHkzt2/fBgoy/vj5+anNV5oBQ8LHUzjoJCgoiFWrVtG1a1eWLVuGh4cH9vb2aGpq4uTkxKRJk0qc9k9XUgllKPhNXaFCBebOnSsNVtm4cSMymYycnBzp/Pny5Uvpt62Ojg5Pnz6lcuXKH3s3hI+gcHnP5s2b07ZtW548ecK1a9eoU6cOwcHBDB06lFmzZrF06VLKlSvHoEGDqFatGpcvX6ZVq1ZSUGxycjIxMTFoaGiwatUq0tPTmTNnDhs2bKB3796MGDGCffv2YWtri4uLC3379iU4OJiMjIxi9xGCIAiCIAilTfYhHhbIZLJg4AUwAJD/f7YcY0ChVCot3rRcixYtlOfOnSv19giCIAiCIJQGhUJBdHQ0AQEBeHh48PPPP6OpqcmrV6+oUKECN2/eZMqUKaxfvx65XM7cuXOxtLSkXbt2HD58mPbt23P48GFplG9wcLD0QMjW1lZ6wN++fXtOnjyJXC5n1qxZtGnThrCwMC5cuMD8+fMJDAykQYMGjBw5EldXVzZt2sT69eupUqUK3t7eLF68GD09PbKzszl16hRLly4lOjqa48ePExwcXGyUsSAI/27x8fHExcXRv3//T90UoRQlJSUxceLEYlll/qwDBw4wYcIEhgwZUiqfGblc/klKxAl/jkKhYO7cuezevZsZM2ZQvXp17t69y6RJkwgJCcHc3BxDQ0Nmz55NREQEO3fupH///ly9epWcnBxq165NcnIyCQkJ9OnTh9TUVOzs7FiwYAGpqal06dKFpKQkOnXqhJGREZUrV+bq1au4ublRvXp1Vq9eTdmyZTEzM2PixImYmJhQrlw5ZDIZjo6OHDhwgM2bN0uBOV9++SVxcXFs3LiRx48fM3z4cAAuX76Mp6cnSqWS9u3bo1QqOXToEI8fP+bZs2dAQea1Z8+eoaenR3JyMtra2lhaWjJ79mw8PT1p06YNPXr0oHv37oSEhEiBRy1btvyUf6K/BYVCwdatW3nw4IFaNhEtLS3s7OzUSrPl5eWRn5+PlpYWgYGB9O/fn1atWn2qpv+uoKAgTp06haamJlu2bJHKcwqCUPwa0qhRIzw8PChTpgy9e/dmypQpdO7cGSMjI6Kioti8eTOJiYl8++23n7rpQilTPWNRlfe8f/++dC21srJi5cqVGBsbAwXZyDZu3Mi9e/eoVasWd+7cYfHixbi4uCCXy7l48SI//PADS5cu5erVq8ybN4+lS5cyYcIEHj9+jK6uLt99953acxhVYI6hoeEb7yNEKStBEARBEN5GJpPFKZXKFu8yb6kMLZHJZBVlMlkl1WvAFbgE7AFUQ0H8gN2lsT1BEARBEIRPrXCN87Vr12Jvb09AQAD379+X5mnUqBFly5ZFQ0NDbZTvxIkTyc/PV1ufTCZDR0cHHR0dtdrpzZs3V1sfQLVq1dReq9I5z5s3D7lcTnh4OA8fPlRb3sHBgfz8fHx8fEq9k1YQhL+uoueakt63trYWQTmf2MmTJ2nVqhVOTk6sWrWKYcOGYW9vT8eOHXn27BlJSUk4OTnRvXt3mjZtyo4dO3B1dcXW1paXL18CMG3aNORyOU5OTiQlJbFs2TKioqKQy+U8evQIW1tboCAQZsKECbRo0YLly5fTu3dvmjRpImUlOXPmDHK5nLZt27J69WqgIMuDg4MDjo6O7Ny5k40bN4rPjCDdi5iYmJCUlESzZs0AaNGiBTdv3gSQpt24cQMjIyMMDQ2pXr065cqVw8DAAHNzc6n04L179xg6dCjTpk2jUqVKGBoa8tlnn5Geni5tc8iQIezfv58KFSrQtGlTaXpiYiLu7u44ODhw9epV6T5IxdLSEg0NDUxMTNSyITZs2JCMjAzKlCmDj48PYWFhtG7dGqVSSXJyMsnJyWrn0TJlChJPm5qaEhUVBRSUNYXfStuEhoYyZcqUUjjC/w76+vpSNhFHR0dmz54NQI0aNejSpYuUuej58+c4OzvTtm1b7t27h5WV1ads9u8KDQ0lNjaWI0eOiKCcT0ShUDBx4sT3WiYtLY0ZM2YAsGrVqrfOGxYW9rv3WcKbFb6GZGRk0LVrV+RyOcePH+f+/fssXLhQOs9bW1tL1xXhn63wtfTgwYO4urqiUChQKBSsWbMGgG+//Zb58+czefJkBg8ezJYtW/D19eXgwYMoFArkcjmDBg0iMzMTgIEDB7Jy5UopKLekMsa/dx8hCIIgCIJQGkor56shcFwmkyUAPwH7lUplBDAbaCeTyX4B2v3//wVBEARBEP6WtLS0pM6jwqnzFy1ahEKhYPny5WqlCwo/8MnLy8Pb25t169bx6NEjzp49q7bu/Px8MjMzyczMlLZRdDuF11f0YZKFhQVjx45FoVBw+vRpBg8erLZ8Xl4e06ZNY8OGDSJlviD8zRUN4lB1OoWFhREWFkZSUhKOjo507dqVsLAw5HI533zzDa1bt2bZsmVAQcmNIUOG0L59e6nj6unTp8jlchwdHRk2bBgA+/btw97eHhsbGyIiInj9+jUdO3bE0dGR7t27f7Jj8KGojmFRGRkZ7Nix453WkZSUVKykye9RlcCJiYnBysqKly9fEhsbS8+ePVmyZAkA6enpbNq0iTFjxhAeHs6hQ4dwd3cnMjKSixcvkpKSgkKh4Mcff2TWrFkEBgbSrl07FApFsU7hrl27cuzYMYYOHcqtW7eoXLkywcHBtG7dGjc3N0aOHMnx48cZNWoUY8aMYefOnfTp04dp06axd+9e/Pz8OH78uBTso9rnkj4fJQX67Nu3j+bNm/PVV1+Rm5v7XsdK+OsofC9Svnx54uLiADh37hx16tQBfrsPsbCw4Pnz58BvAYOZmZk8f/4cpVLJkydPyMjIQKFQMH369BI7zQBu3bpFpUqViI+Px9/fX5q+ePFigoKCOHr0KHXr1i1WSupN6wPQ09PD0tISW1tbXr9+TefOnQkKCqJ+/frUr1+/xAwNCxYsYO3atVStWhUtLS2goLSNKqDufc8BH8u7BCoUnkf1Hf9Q5HI5ISEh+Pv7S0EsqhI/GzZsYPv27dSvXx8o+DvFxsZy4sQJDh48SIUKFT5o24R/JyMjI6nMsQjM+bAKn5cfP36Ml5cXCoWCtm3bSufphIQE6V/VdUX4Z1FdB1QKX0sHDhyIkZGR9Ptk9erV7Nq1C1NTU77++mu0tbU5f/78ewXyQEEmvNTUVJRKJZcvXwZ+/z5CEARBEAShNJQpjZUolcrbQJMSpj8BnEtjG4IgCIIgCJ9ao0aNGDduHLdv35Y6YQBatmyJvb099vb2b1z2+fPneHp6kpeXh46ODlZWVhw8eFB6f/Lkybi6uqJUKpk2bdp7ty0wMJABAwawaNEilEols2bNUnv/p59+Yvz48eTk5ODi4vLe6xcE4a9DFcQhl8s5cuQIt2/fLjbPw4cPiY6ORlNTkzVr1vDll18SGhqKnZ2d1GHctm1bfvjhB6mM0Pnz55HL5VLJu/z8fP773/8SExNDfn4+HTp0oG7dulSpUoV9+/Z9kAfWSqWSjh078vz5c44cOaKWQSwiIoK8vDw8PDzUlpHL5URHR0uZLD4EVWBO586dP8j6Bw8eTEhICCtXrsTc3Fwt88jRo0eB3zJ+vClrmmqEMCCl/H+TRo0asW/fPqpUqcKpU6fIz89HX1+fe/fuYW5uTp8+fWjatCmvX7/GxcWF+vXrM27cOAYMGICbmxuTJk2ibt26xdZ79+7dYp+PyZMns2fPHipVqkS7du3o1asXs2bN4ujRo6Snp+Po6Fhah1H4hPT19YmOjsbe3h5jY2OCgoI4ceKE9L6npydfffUV9vb2aGtrU6NGDVxdXcnKysLKygp9fX00NTVp164dTZoUe7wk2bp1K2fPnqVChQo0btxYmu7h4cGQIUOwtLTks88+e6+237p1S3pdODha1TmvUjjTjrm5udr/VUaMGPFe2xYE4cO6ePEinTp14unTp0RERDB27FiuX79O+fLlWbduHVevXmXkyJFUrFiR3r174+TkxMSJE+nevTsXL16UssydO3eOiIgIsrKyWLJkCTk5OcTHx+Ps7ExAQABt2rRh8ODBZGdn065du/fO1PNvp6Ghwffff8+uXbvUpmtpadG+fXuysrLYvn37J2qd8DGNGDGi2LW06PXYy8sLgPnz5zNv3jzs7e158eIFQUFB3Lx5E7lcjkwmw9vbGwMDAymQZ/jw4URFRdG5c2e+/PJL9uzZg76+PvDn7iMEQRAEQRDe1Yd7cikIgiAIgvAPo6urS2xsbLHpy5cvLzZN1dFd+HXRZYODg6XXbm5uuLm5vXEdhUdeF16ucGaHoiWqWrVqJb22t7fn+PHjxdr5V/K2DnlBEH5TOIgjICBAmq5UKqXRx4XL7QE0bdoUTU1NTE1Ni5W6U3FwcCA2NhYfHx86dOiAm5sbV69elYL5Hj58SJ06dbCysqJXr140b96cUaNGleq+paamUqlSJfbv31/svfbt2xebVhoj1V+/fk23bt3Izs5GX18fJycnnJ2dycnJoWrVqmzZskWtLNTWrVvZvXs34eHhQEGnQLNmzZg8eTJHjhxRK6/zrlRp++/fv0///v2lwJrCmUd+L2uaq6srCxcuBCAnJ4eHDx+qBRkUJpPJuHHjBjo6OsBvWU10dHRo1qwZz549Q6FQYG9vj4ODA5qamqxdu5ZHjx7x+PHjYutTBeHUrVu32OcjISEBT09PoGBE/KNHj9DQ0EBbWxttbW1R4uVvSi6XS4FgqnuUAQMGvHEeDQ0NHjx48NZ1PnnyRHo9b948ALV7F7lcznfffYeLi4s0wl11H1S3bt1i54jC906qe6TCbfq3+r1Ahfd16NAhpk6dSlZWFsuXL5cCCwXhY4iPjycuLq7E8ooHDhwAYO/evcyYMYOYmBhq1qzJ4sWLOXjwIEuWLOHly5dSsLNSqeTOnTsA0nVL9Xusbdu2jBs3jps3bzJlyhTWr1+PtbW1FBjco0cPVq5cSY0aNfD29iY5OZnq1at/nIPwN1TSNWTkyJFq8ygUCqytrdWyqQhCUe8byKOiyvKnYmZm9tb7CEEQBEEQhNJQWqWsBEEQBEEQhFKkVCrx8PDA3t7+jR2r7yM4OJjo6Gi1aWFhYcUeSH1Kqg752NhYEZQjCG+hCuIIDQ1l9uzZpKamAgWdrSqFy+BBQQmAvLw87ty5g4GBQYnzFC15V6VKFaysrDh8+DAKhYKEhARev37NyJEjWb9+PREREb/b0f6+xo4dy5EjR3BxccHBwYHWrVszc+ZMoOCctWLFimKlulQcHR2l82WXLl2kAKTfs2vXLlq2bElERASVKlWiTJky7Nu3j9jYWBo0aEBMTIxaWSiZTMaePXuIjY1l9+7dTJs2jdTUVH766SeOHTtG69at33u/i5bAKV++PHZ2dmzYsIGBAwf+7vJNmjQplurfyMiIp0+f0rVrV54+fVpsmaKlhZRKJZmZmYwdO5bLly/j6OjI1atXefHiBc7Ozly4cIF79+5JI4sBsrKygN8+e9nZ2cU+H02bNmX//v0oFAouXLiAiYkJ+fn5vHz5kuTkZB49evTex6soUU7k32PHjh3MnDmTfv36feqmfBRyufydyr0V/g68S0fi3r17cXd3lwIVYmJiGDJkiFQ6733Uq1ePY8eOsWTJkhKD1QXhQ7K2ti4xKAfg4MGDUoY5ExMT4uPj2bRpE3K5nBkzZvD06VMGDx7Mli1b8PX1LVZquLC1a9dib29PQEAA9+/fL/b+9evX8fX1RS6Xc/XqVVJSUkpnBwXhXygsLIxVq1YRFhZGWloaM2bMAH4rLzd79mxSUlKIj4/n/Pnzn7KpgiAIgiAI70VkzBEEQRAEQfgLKilrRH5+frGO9D/jrzYCrHCHfE5ODtnZ2Xh6ejJ+/HjCwsKIjIzk2bNnAOzfv18tY4Qg/JssXbqUHTt2SCnbw8LCcHd35/PPP3/jMlu3bmXEiBH4+/u/MT170ZJ3GhoajBo1CmdnZ2QyGZaWlgwfPpz+/fuTm5tL7dq1pSCf0qIaFb18+XLKlSuHTCbD0dGx2CjqoqW6AJydnTly5AgtW7YkJyfnndt2+/ZtKctN8+bNefnyJf379yclJYUHDx5gbm6Oubm52vwJCQlqJZju3LkjldVp3rw5hw4deq/9Ljrat0ePHmrv6+nplZjxo/B5fMKECcVGCEdGRkqvVZlHVKP/PT092bt3r1RaaOvWrVJJxS1btuDm5oZcLkdPT4/Y2FjkcjkHDx5U26aHhwe2trZShrY7d+4U+3xMnToVT09P8vPzqVy5Mtu3bycoKAh7e3uaNWuGkZHRex2rovLz8wkLC6N3796leo38p8rIyCAmJqbUy7IFBwdja2v7Qctlqj673bt3/2Db+Lt6n+9A0UCFHTt2EBkZSW5uLm3atHnvbZuZmQFw8uRJrKys3nt54d9BoVBQs2ZNateuXerrjY6OZu/evTRp0oSEhATCw8P56aefSExMZN26dfTs2ZP4+Hj27t1LXl4eoaGhtG/fntatW/P8+XNOnz7NmDFjmDJlCnZ2dkRERPDtt9+qbWfRokVcuHCBW7duSdnBtLS0yMvLo0yZMlhYWDBv3jyMjY3Jy8sTv1NKgchw9s/3pucbYWFh+Pr6AmBkZCTd365atYp+/fpJ38+oqChyc3NFpjZBEARBEP42RGCOIAiCIAjCR5CUlMTt27dxcnJSmz5ixAi+//57pk+frtahpQpSKVOmDF26dOHFixfMmDGDmTNn8uDBA8qWLcu2bdvQ0dGhSZMmag+ira2tWbx4MeHh4ZQvX14a/bxp0yZmz56NmZkZK1askDrRKlSowMiRI6lYsSK9e/emX79+TJs2jZiYGDQ0NFi1apXU6fIh/V6HvIGBARs3bmTAgAH8/PPPNGnS5IO3SRD+in4viAOKl7b77rvvKFPmt59/hTPNFO74KFryzt3dHXd3d7Vpx44d+6NNf2eJiYmMHj2aV69ecf369WLZb4qW6gLw8fFh1qxZpKSk8OWXX77ztmrVqkVCQgLu7u5cuHABc3Nz6tWrx4YNG5gwYQJKpVLqfFPN/8UXX7Bt2zagoGzU48ePpawxFy5c+DO7/tFoaGiwcuVKtWlvK6moel34szN16lSmTp2qtkzRz0fLli05fPiw2jRPT0+pTEhJTp48qXZdio+PJz4+Hh0dHdavX096ejr+/v58/vnntGzZkvj4eJydnQkICJA6coSSZWRksGPHjmKBOaUd/Cu8nzFjxuDn58f9+/cJCgriwoUL+Pn58fDhQyZNmkR0dDQDBw6kf//+zJo1i4iICLKysliyZAk5OTlq34FZs2YB8OOPP7J27VrKly/P999/L3VcFg4Y0NPTo0+fPowePRooOJ+dOHHivdt/48YN9u/fz8GDB0vhaHwYbyuZGhYWRm5uLi4uLkycOPEPlfQS3k6hUGBra1vqgTkqaWlpnDlzhri4OMLDw5k7dy4LFy7kP//5Dw0bNiQiIoJx48Zx/vx5vL29adq0Kffu3cPDw4OyZcvy9ddfs2jRIr777jtcXV3x9PRk/fr1eHl5MXr0aFq2bIm9vT329vbSNj08PPDy8iIgIIAZM2bQr18/srOz0dLSYvv27Whra3+QfRWEv5Ps7Gy6detGWloaKSkpVK1alcTERGrVqoW1tTUWFhYsWbKEChUqEB4ezjfffMOpU6e4cuUKXl5eLFmyhNq1a9OzZ09Onz6NXC4nLy8PXV1dnj59yuPHj5k4cSLJycn4+vqSkpKCiYkJa9euZd26deTm5hIQEEBwcDByuZzPPvus2LMPQRAEQRCEj0UE5giCIAiCIHwESUlJxMTE4OTkRHx8PHFxcfj7+zNv3rwS51cFqXz22WdoaWmxefNmoKDjoEKFCqxYsYLNmzezfv16UlNT6dSpE82aNSM8PJxq1aqxdetWTpw4gaamplTaoGHDhqxYsQJXV1cyMjKkbR04cIDQ0FDkcjlKpZKLFy9y7do1Jk+ejLGxMbNmzWLp0qUf+Aj95k0d8oVHeBduvyCQZbNxAAAgAElEQVQI/zyLFy8mKCgIuVyOra0tSqVS7f2SAghq167N/fv32bJlCxs2bHjnbXl5edG1a1fc3NzQ19fn119/Zc+ePZw7dw5dXV3Mzc3VykItW7ZMKjWoqamJk5MTkyZNonnz5tjZ2X3SoMG3dTyXRNUZHRAQ8JFa+G4KX5fOnj3LiRMniI2NZd26dSxZsoQePXqoZU06cOAA0dHRasFnwm8KBzpdu3aNvLw85HI5W7duxcXFBSsrKxo1akSHDh0YPHgweXl5DBkyhN69e9O3b190dXWJi4ujXbt2TJkyhTNnzjBo0CAsLCy4fv26WhmJQYMG8fXXX9OoUSPmzZtHjRo16NKlyyfc+78HGxsbTpw4QWpqKsbGxjx//pwHDx5gYGBA9+7dCQ4Opl27dvTv35/hw4czbtw4bt68yZQpU1i/fj3W1tbFvgO7d+/myJEjlC9fvtg5VEVHR4fz589LgeMjRoxAR0fnvdu/a9cuxowZ85cuRVpSNsrSpMrcorqHL8mHylj1qQ0YMIBRo0bRoEEDFixYgK6uLuHh4VL2y5EjRxIWFsbOnTtxcXEhJCSEfv368eDBA6pWrcq6devQ0tL6U22oW7cu5cqVU/udoKurS0hICA8fPiQ9PV0KuDI2Nubw4cPY2toyadIkJk2ahKOjI05OTuzatYsNGzaQnZ1NnTp12LVrFwB2dnbFtlk0UPqvHJgmCJ/Krl27sLGxoXXr1vj7+zNixAjGjh2Ln58flSpVwsfHh+zsbMzNzRk1ahQdOnRAQ0ODunXrYmNjw88//wwUBHVXrFgRhUJB3759uXv3Lr6+vly/fh0DAwN27tyJpaUlGzduJCQkhO3bt5fYnqLPPgRBEARBED4m8dRKEARBEAThI1i2bBknTpzg1KlT5Ofn8/nnnyOTyVizZg3R0dHSfLm5ufj6+nLr1i0ePnyIlpYWI0aMwNPTk+zsbG7fvo2GhgbPnz+XyqhUrlyZn376iT59+pCQkEBiYiLNmjWTOkdUHdiqwJZq1apJJaEABg8eTEhICCtXrmTo0KEkJSVx7NgxTpw4Qa1atTA2Nv5Yhwl4c4d84RHe4iGaILy7wllPSpsq0LB///7F3hs6dCgLFy78Q+v18PBgyJAhWFpavrH0Vknc3d2Jjo5GV1f3nZf56quvmDt3LnXr1pWmTZw4sdh8gwYNwt7ensqVK+Pv74+/v7/a+2/rjP1YPnTH88dS+Lpkbm4uZfpo0aIFR48eBUrOmiSUrHAnVGJiIpMmTZI6qJOTkzl58iQVK1bE09MTW1tbBg0aRI8ePaRsXGlpaYSEhBAUFMSUKVOYPn06kydPZsaMGVy8eJFVq1YRExODra0t+vr6jBs3joULFzJt2jTatm3LnDlz2LhxI7Vq1aJJkyZYWlpy48YNlixZwhdffMG6dev44Ycf0NTUZNGiRTRo0IDOnTvz8uVLqlatypYtWzhz5gxBQUHk5OQQEBBQ7Pv3d9e2bVvGjBlDfn4+vXr1Yvfu3RgaGnLnzh0aNWqElpaWdD+3du1a1q9fj4aGxlvL5UydOpVBgwbx2WefMX36dAwNDUsshVfSsXxTFrU3adGihdo59K9IlY3S39+fR48ekZmZibW1NQsWLCg2b05ODn5+fnz11Vc8ffqUWbNmoa2tzTfffFMsi9z7eFPGqr+7rl27sm3bNiZNmkRERASGhoZMnToVOzs73Nzc8PX1pW/fvlJ20IULF+Lp6Ym3tzeLFy9m27ZteHt7/6k2lPQ7QTWtSpUqWFlZERkZiaamJjk5OchksmLLVKlShTt37pCXl/e3yX4nCH91iYmJUrnX+vXrAwXB9JUrVyYnJ4e1a9eyevVq9PX1yczMpGnTpkRFRf1ueSpXV1cuXLjAlStXWLNmDVu2bFG7X4yLi6N69erS/KrzQtFnHy1btvwQuy0IgiAIglAikadYEARBEAThIwgMDMTX15eVK1eSmJhIvXr1mD9/PteuXaNZs2akpaWRmZlJkyZNOH36NJaWlshkMu7cucOMGTOoWrUq5ubmpKSkkJOTQ9euXbl06RIAT548kYJuUlNTCQ4OJjw8HFtbW9avX4+zs7OUPUKpVHLq1Cm8vb3ZsGEDz58/5+LFi6SkpJCWloabmxs1atSgfPnyAGhqarJmzZoPfnyUSiX9+vXj0KFDtG/fniFDhtC9e/f36pAXhPcxYsQIqTTRu4iPjy9W9uefZtWqVWr/V2XbKolcLic/Px9ra+sSg3KAPxSUY2Zmxrp162jfvj2XLl3iu+++o1q1apiZmREXF0dAQIA0j4pCoSAkJITo6GhkMhk+Pj7S9Nu3bwMFmWFWrFjx3u0pbNeuXTx9+vRPreNDU3U89+/fH29vb5ycnOjRowc5OTn8+uuvxaap3Lx5ExsbGxwdHZk5c+Yn3IMC+vr6LFq0iNDQUE6dOkVcXBwA586do06dOoB61qTCpcb+CKVSKWVB+iPrsbW1Vfu/QqEoMbjrUxk8eDBbtmzB19eXR48eqb1nYWFBxYoVAUhPTyc0NBQzMzNq1aolZawzMDAAkO4NMjMzOXfuHHPmzKFFixbUqlULKDhnmJubc+vWLZKTk8nPz2fnzp3Mnz+f0NBQAO7du8fy5cvZs2cPU6dOJS8vjwULFnDs2DHWr1/PhAkTuHv3LlWqVOHIkSNSxsDJkyezZ88ejh8/zvr163n9+vWHP3AfkYGBAampqWhpadG2bVv++9//YmNjA1As+GbRokUoFAqWL18udTSW9B2wtrYmLCwMuVyuVoLuQ7h7926xz9ZfTUhICO3atcPS0pIePXoQGxvLq1evOHPmjNp8OTk59O3bl8DAQBwcHNi+fTtbtmwhJiaGDh06vHUbCQkJdOjQAScnJ54+fcq0adOQy+U4OTmRlJTEsmXLiIqKQi6X/+WP1/twdnbmyJEjPHz4kEqVKpGamip1kDdt2pTExES1+a9evcq8efOQy+WEh4cXK1dZWlQZu27cuMGoUaNwdnbG0dFRLctNYWXKlMHf3x8bGxt27NjxQdokCP82tWrVksq9qs57MpmM9PR0UlNTWbRoEc2aNeObb76hXLlyJCQkoKWlJQXH6ejokJWVxePHj9XuXd3c3Dh37hzp6enUrl2b2rVrF7tf1NXVJTU1FUBqQ+F7zClTpny04yAIgiAIggAiY44gCIIgCMJHV6dOHTQ0NEhLS8PCwoLp06cTFBRE7dq1MTY2ZuTIkVhaWtK/f3+eP39OmzZt6NKlCy1atCAiIgINDQ0OHDiAhoYG2tra5ObmqpUd+Oyzz5g6dSqzZs0iKCiIw4cP4+Pjw82bN8nKykJbW5sNGzYwYcIE9u3bR/ny5Tl+/Dimpqa4ubnx8OFD7OzsiI6OJj8/nwYNGnDz5s0PekxSU1MxMDCQHsx7eHiova8a1Q0QHBz8Qdsi/PPl5+e/sYzcm1hbW2Ntbf2BWvTxFC5p07t3b27fvk1ISAhhYWHMnj0bJycn/P39+fzzz3F3d2fNmjW0aNGC48eP069fPwIDA+nbty+//PIL7du3Z/z48URHRzNq1Cg6d+6MTCbDysqKBQsWYGtry/Hjx9+7FE7hNrZv355z585hb2+Pjo4Oz549Iz09nX79+lGlShV++eUXJk2axNq1a1m2bBn169cnMjKSadOmsWrVKvT19dm5cyeHDx9GT0+PGzdu0Lp1a548ecKUKVPo2LEjUBBEVLh9q1evJjw8nBcvXjBz5kzq169PREQEV69epWvXrowZM+ZT/QnfSpW1x9ramipVqqhlI/jpp584e/YsNWvW5LPPPsPHx0fqpHj8+DGBgYHcvXuXQ4cOER0dLQVqFT3WS5Ys4dWrV0RGRpKamkqfPn0oW7Ys7dq1Y/z48aWyH0uXLmXHjh28ePGCoKAgYmNjsbOzo1KlSmzYsKFYOUMPDw+8vLwICAj4Q2WTSso0lJ+fX2LJtL+q/Px8AgMD+eWXX6hQoQKjR4+WgoMmTZrEokWLaNOmDd26dePFixesXLmS/v37c/PmTRwcHNDQ0EBXV5euXbsyffp0bty4gY+PD7du3ZJGuENB5qgrV66Qn5/PvXv3iIuLY8KECVy7do1z585hbGxM7dq1mTlzJo0bN6ZMmTJYW1tL9xF169ZFW1sbbW1tnj17xqNHjzA1NUVLSwszMzOePXtG3bp1sbKyolevXjRv3pxRo0aRkJCAp6cnUPB5ffToESYmJh//QH9AxsbGWFlZYWZmxqNHj7CxsWHjxo3F5mvZsiX29vbY29tL00r6DgwcOJDExESys7NZvXr1B2174fu0v7pbt25JWW9atGhR7B43NjYWNzc3KWvQxIkTCQkJITc3lwkTJmBubv7GdWdlZREVFcXmzZv58ccfSUlJQaFQcPXqVWbNmsW4ceO4e/euWnDpP0GZMmUwMzNjzpw5eHl5cezYMeLi4rC3t+fChQsMHTpULXjMwsICZ2dn6bNauLP9fRXOAgUFAb6qQLTCZS3r169fLNtR4YxQquyCAwcOZODAgX+4PYIgqPPy8qJbt25s27aNFy9ekJKSAhQMAIqIiCAjI4PY2FgqVKhAlSpVOHnyJPfu3ePSpUuULVsWb29vRo0aRXBwMPr6+nh5eZGdnU2lSpUwNDTk+vXrDB06lP/973/07t0be3t7jI2NCQoKIisrizlz5nD27Fmp1GPRe0xBEARBEISPSQTmCIIgCIIgfASFH0arOvrq1q2LhoYGJiYmZGVl0bhxY86cOcO4ceMYM2YMTk5OpKSk0L17dy5evMi9e/d49eoVOjo6mJiY4O3tzYQJEwgJCeHRo0cYGRnx7bffEhUVxeDBg6lQoQI5OTlYWFjQqVMn6tWrR1xcHLm5ufTt25fc3FzatGmDh4cHurq6zJgxg7CwMDIyMvD19cXY2JiQkBApE0BaWhorV65kwoQJxfYvIyODmJgYKTW/qkP+XamyPLi4uJCTk0N2djaenp6MHz+esLAwIiMjpfJb+/fvZ9euXcXKCoSFhWFlZUXz5s3/1N9K+GfIzs6mW7duvH79Gj09Pdq3b094eLhawEl0dDQhISEkJSWRnJxMzZo1WbVqFWFhYRw4cIBnz55Rrlw5tm7dysmTJ6X5mzRpQpMmTUhISCA8PBxra2smTpxIbGwsTZo04fnz5++VnSAsLIzc3FwCAgIIDg5GLpczd+5c8vPzefr0KZGRkVSsWJHBgwdz/fp1ypcvz7p16zh+/DixsbGEhobi7u7O8uXLWblyZbH9+fXXX+nXrx8PHjwgLS2NBQsW0KZNG9zd3UlKSiIlJQUdHR2Sk5Pp2bMnqampzJgxg/Hjx3PhwgVsbGw4ceIEjRo1YsmSJbx8+RJtbW0OHTokdWSdP38euVxOcHBwiaXm5HI58+fPp1WrVlIpnD179qCvr4+pqanavMuWLSMzM5OKFSvy/PlzcnNziY2NpV69eixZsoR69epx+vRpPD09SU9PJzw8HF9fX/bt28fjx4/p0aMHlStXBuDVq1d4enrSpUsXzpw5w4QJEzAzM+PKlStERESgra1dYvt69OiBv78/z549o1u3blI2r4kTJ/7ly7VAQTaCuLg4li5dSlZWFt7e3sTGxqKlpUV6ejqnT59GS0uLLl26kJSUxPz581EqlZQrV47Fixdz4MABbGxsMDU1JTMzkxUrVtCpUyeGDh2KgYEBlpaW2NjY8PLlS8aMGcNXX33FkSNHpA7sP2vEiBFqGQ1UJZVU9PT01Dq2i87/vlTXoDJlytClSxdevHjBjBkzmDlzJg8ePKBs2bJs27YNHR2dEr//KsOGDcPGxgYjIyMANm/ezOPHj/n666+lrFt/tLzb79m9ezcGBgasWLGC/Px87O3tOXToEFBQ9is0NJRLly4xYcIEDh8+TFBQEB07duT169ccPXoUpVJJfHw8bm5u9OzZk/r16+Pp6UlUVBS3bt0CCjL01axZk/379+Pj40NmZibVq1fnl19+wdTUlJYtW3LgwAHatGnD999/j5GREXl5eSQkJEiZjm7evMnLly959uwZOjo6VK1alaSkJHJyckhJSUFXV5fs7GxGjhyJhoYGrq6u9OrVi6ZNm7Jt2zYqVqxITk4OWlpaH+Q4fkrh4eHSa1XHZeFShKrXy5cvL7ZsSd+BwusTfqPKqtCwYUPOnTtHQEAA165dk953dnamZs2aLFy4kKFDh2JqasqKFSs4efIk//vf/1i8ePEb1920aVOgIDhy3LhxaGlpSUEjH7s07MfWtWtXunfvTmpqKjY2Nvj5+fH69Ws6deqEiYkJcrmc8ePHc+bMGcaMGcOAAQNYtGgRSqWSWbNm0apVq0+9C4IgfABly5Zlx44dlClThkGDBuHk5CQ9Txg6dOg7rUNVcvGHH35Qm66vr8+JEyek86sqy56KlpYWJ06cUJsml8v/1D2jIAiCIAjCn/H3Gf4lCIIgCILwN6QqBdOoUSNOnDihNiqraGmC/Px8Nm3aRIMGDRg0aBAXL16kSpUqeHl5ceLECb755htat27NgAEDUCqVdOvWjadPn1KjRg1WrFjBmDFjOHDgAMePH0culxMaGsqTJ0+Agg67MWPGcOjQIQwNDQkLC8PMzIyZM2cSHx/PsWPHADh69CgzZsxg+PDhUqeQSlBQEN999x2Ojo7FStxkZGT8qZTvqvICe/fuRaFQcPr0aaKiovj111+BghIPBw4cwMTEhJ9//rnEsgJ9+/YVQTmCZNeuXdjY2BAREYG+vj4ADx8+ZPPmzfTr109tXnNzc6KjoylbtiynT58GQFdXl8jIyBLLGaSlpbFs2TIWLVpEeHg4qampnD9/ntjY2GIlbf6MvXv34u7uzuHDh9m3bx81a9YkJiaGIUOGsGTJEjp16sSDBw8IDAykU6dO1KhRo8T9WbFiBZ6ensTExODr60toaCgODg588cUXUok9a2trqlevzqZNm2jbti1Tp05lz549WFtbc+rUKfLy8nj8+DEbN26kcePGZGVlqbXVwcGB/Px8fHx8SswEoCq3V7gUTvXq1alYsWKx7AO6urrUq1cPExMTXrx4If39tLW1uXnzJgsXLsTNzY2VK1eSnp4urdvc3Jzhw4dz8+ZNjh49CkC5cuVo2LAhNWrUIDk5mfLly1O5cmWOHTtGSkqKVPaqaPsiIyORy+V4enpy7969P//H/MgsLCwYO3asdD4dPHgw//nPfzA1NSU3NxdfX18MDQ05cuQI58+fx87OjrFjx5KRkUHXrl3Zvn07Dg4OTJ8+ndevX6OhoUF2djZ+fn6MGTOGK1euMGzYMHx8fNi3bx+9evXip59++tS7/dbya2+jugbNnj2bly9fsn//fvT09NDQ0ODo0aN0795d6uwp+v1XGT58OK1bt2bt2rUMGzaM/Px8PD09pSw8Y8eO5cGDB0BBgIUq+9ubOqWSkpKIiYl55324ceOGVPpIQ0MDmUyGjo4OOjo6VK9endjYWJo3b87o0aOJioqiUaNGGBoasmDBAnr37s3EiRNp0qQJ7u7ubN++HX19fZo2bUpYWJh0XvP19WXTpk2MHTsWpVLJkydPSE1NpW3bthgZGfG///1PKlPRsWNHDAwM8PLyYtiwYYwdOxYoKC3Tr18/OnXqxOTJk9HU1GTIkCHY2dnh4+PD9OnTuXPnDg4ODrRp04aqVatiYGDA1KlT8fT0xNHRkZ49e77zcRGEogIDA9m0aRN2dnaULVuW1q1bF5tn2rRpXL16lU2bNhEcHIyDgwNDhw4tFiRYVEJCgvSvn58frq6uKBQKFAoFa9as+dNl9/7K3N3defHiBZUqVcLU1BSFQsHJkycZN24cAG3btuXo0aNMnjxZCjA+fPgwMTExIihHEP6gtLQ0ZsyYUeJ7YWFh+Pv7M3v27DfO80cVLhcbERGhlnGwJB4eHrRt25ZXr17Rpk2bUmlDYGAgBgYG//igR0EQBEEQ/llExhxBEARBEEpVfHw8cXFx9O/f/43zJCUlERwcTFhYGEOHDv1go8ff19tKvEDB6Cp/f390dHR48OABGzdupFatWqxYsULqnJs/fz7NmjWjSZMmWFlZ0ahRI65du4aenh55eXk0btyYc+fOsXLlSrS1tfnll1+YM2cOaWlpjBo1Ck1NTbS1tTEzM8PIyIjjx4/TpEkTFi9ejKGhIfv27ZMyPABUrlyZ06dP4+LiQu/evbl79y7R0dGcP3+emTNncvDgQZycnJDJZHz33XecOXOG3bt34+3tTWJiIgcPHpTW9fjxY+Lj4xk3bhyOjo60aNECZ2dnEhIScHR0JC0tjbJly7Jnzx6cnZ3Zu3cv69atIysri4cPHxIVFYVcLmfr1q08f/6cPn36lJhRoCSnT5/m6NGjeHh4cOHCBQwNDUlMTMTDwwMfHx9OnTqFvb096enp9OzZk+zsbL755hu0tbWpUaMGjRs35vLly9ja2uLs7Fwss8jVq1fV/rZFAzOKUiqVdOzYkYsXLzJhwgT+85//vDFbUOFsJ8KnpzoHPXr0iMaNGwNInz9tbW00NTWLLVN4hLuqpEXhaWfPnpUyYEBBtqty5cphYmJCRkYGd+7ckQI7rK2t1b5X76JwkJ4q24xqfaptPHjwgE2bNhEZGSlluwL46quv6NChAz/++OMb96dw9pRXr17Rq1cv4uLiOH36NBYWFmhoaEgljaCgU19VNiYhIYHKlSuTlpZGdnY2tWrVomLFilJGGpW8vDymTZsmbdfX1/eN+wigo6PD/fv30dPTK1ZGZNiwYXz//fc8ePCAM2fO8PTpUwBevHhBnTp1SEhIoFq1alSsWBETExNp3dWrV0epVGJmZkblypUxMzPD1tYWBwcH1q9fj4aGBrm5uWhpabF8+XLKlStH9erVS2zfrFmzOHr0KNnZ2bRt2xbgb9WhGhgYWCwbwZAhQ7hx4wZPnjwhLCwMIyMjWrVqRWxsLBcvXuTAgQPk5ubSo0cPTp8+TUpKChMnTpRKjJiZmaGhoUG1atWkY129enVMTU3x9fWlcePGUoY2VaanAQMGkJKSgomJCWvXrmXcuHH4+flx//59goKCuHDhAn5+fsyZM4fExESCgoLIyckhICCAdu3aMWbMGDZu3EheXh4uLi4cOXLkd6+533777R8+bo8fP5aCe/Ly8jh//jz29vZkZmby5ZdfAsW//1AQFFOuXDm++eYb9uzZw4IFC4iOjqZ8+fIYGBhw584dcnJyio3kzs/Pf+M9kCowx8nJ6Z3abmFhwenTp+nYsSP5+fnk5+eTmZkp7YtK4c96Xl4e3t7e9OnTh8DAQM6ePSu9V6tWLRISErC0tOTChQu4ublhYWFBnz59aNGiBZMnTyYzM5NBgwaRlZUlZUo6duwYY8eOZcaMGaxatapYoF6lSpWKHQc/Pz/8/PzUpqkChlVatmzJ4cOH3+lYCEJJzMzMpM/jgQMH1N4rXIpLNc+iRYsA3isQTEtLi/bt25OVlcX27dtZsmQJcrkcmUyGt7c3/fv35+nTp3Tt2pVly5YVu5YKgiC8DyMjoxJ/nxadR3WOK60ynQqFAltbW2rXrk379u1/d/7IyMg/vc2ili1bVurrFARBEARB+NBEYI4gCIIgCKXK2tqajIwMvLy8pNHUgwYNYtWqVZQrV46uXbtKI8aDg4Pp0qULCoWCefPmlTj/vn37OHr06FvfHzx4MF9//TWNGjVi3rx51KhRgy5durx32w8cOEBoaChyuZwjR45Io8AKS0tLIyoqiri4OEJDQwkJCWHPnj3ExsaSnp5Ov3792LVrF8nJyZw8eZKKFSvSt29fHBwcmDdvHhYWFmzatAlLS0ups+3rr79mzJgxaiVT+vbtq1ZaZfbs2bx48QJXV1fCw8O5du0anTp1Yvv27dStW5eQkBDCw8PR0dHh6tWr6OvrY2hoiJaWFn379iUvL4+6deuSl5fHtm3b0NLSQltbm/Pnz2NhYUFGRga3b98mNTWVqVOnSiV/fvnlF/Lz8/n+++85cuQIEyZMYPbs2Xz77bcMGDCAp0+fcvDgQe7evcvdu3elzoy0tDTOnDlDXFzcOwXmqDRs2JDatWtTsWJF4uLiMDQ0JDIykmrVqrFr1y6cnJw4evQovr6+JCQk4OzsTM+ePbl69SqXL18GkDKLLF68mIMHD0qld1R/25LK7BSVmppKpUqVmDZtGrm5ue/00FP4a7C2tsba2prNmzdz8eJF3N3d+fnnn/niiy9ITEwscZmEhATc3d1JSEjA19eX69evq416V5VgUSkaSGNqasqVK1cA+Pnnn9+7zbq6ulJgzMWLF3F0dCy2DVWH+OjRowHIyckhPz+f6dOnM2XKFGbPns2UKVNK3J8nT57g7OxMly5dmDdvHlu3biUpKQkPDw/u3r1Lhw4dqFKlilqbVGVjPDw8aNKkCd26daNq1ark5OTw8uVLKVhG5aeffmL8+PHk5OTg4uLyu/s8adIkOnXqRN26daVMPyo7duzg0qVLpKeno6mpiaamJnZ2djx+/JiBAwdy6NAhfv31V169evV/7N15XI35///xR5uKlKgoWyVKZJ8wyGmhhGTPZIloMPgYyxhqTHwyTWasY+xLjH0bWQZTEsrgI2pCzJRqKEulyJZO5/z+6Heub6cTg2HM8r7fbnOb03Xe5zrXdZbrHOf9up4vjWQvKCtYNDMzY+PGjXz//fd89NFHVKlShfr162Nubi610xg0aNBzt69Xr164uLjg7OxMjRo1APD09GT8+PEMHDiQsWPHPve2f7S13x9RfuK5YkHE4sWL+e233ygpKWHTpk1cuHCBVatWYWRkxMcff0xQUBBz585l//79PHr0iKFDh9K9e3dmzZoFaBYvAVy8eJGYmBiWL1+Ou7s7N2/e5MCBA8ybN489e/bg6OjItm3bCAsLY8+ePVJbtFu3bmFpaUlRURF37tzBwsKCYcOGsX//fqpXr063bt3w92NUm90AACAASURBVPcnLy+PJ0+ecPbsWVxcXMjLy/vdz9xXoUoPSk9P5+7du9SpU4dff/0Vd3d3Jk+eTFFRES1atCArK0tqp3jjxg1kMhmpqam0bNmSzMxMHjx4QEZGBnZ2dpSUlHDs2DEePHjAihUrqF69Ok2bNqVp06Y0aNAAKysrLl68iJ6eHvHx8Tx9+pRPP/2U4OBgMjIysLGxYdasWURFRZGQkMBPP/30UgUpPj4+HDhwABcXF4yMjJg9ezbdu3dHqVRKRXMVFRUV4ePjQ2lpKcbGxjg5OUnXjR49mv79+7Np0yb09fWl+5g0aRKHDh1CR0eHOXPmYGxsTExMjHS7Ll268NNPP5GZmflKzwWUFSNdv379pYuRhH+PNzWZ/DbJZDKpbZVKcHCwxvfHtzFBLQjCv0fFk4liY2PZvHkz+/bt48svv6RKlSpcunSJZ8+eoa+vz9OnT/nwww9xc3MjJycHgJs3b9K4cWO8vb2JioqSvo+1adMGhUJBx44dOXXqFJcvX+bKlSssW7aMEydOUKVKFTZu3EhkZCTff/89Hh4eODk5IZfL8fDwYNSoUdSsWZOMjAyioqKoV68eI0eO5MaNGzRo0IAGDRpIiYGCIAiCIAj/RqIwRxAEQRCENyouLo5169Zx/Phx+vTpw7lz5zh06BDHjh2jTZs2/Pe//8XGxkaaiFUl5mRlZWFiYkJGRga7d+/m2LFjNGnShA8++IBLly5RUlLC1atX6d+/PzNmzKBOnTro6+tz8eJF/P392b59O2FhYRw+fJioqKjX2vbx48cTFhbGunXr1NJPlEqlNCHp5OSErq6ulERx/fp1KVGmPHt7e7UJQlX6haWlJc2bN0dPT09a59GjR1myZAlKpZK7d+9q3MbQ0FDjR3wHBwdpovfJkycsX76cnJwc3n//fXr06MHevXtJSUlh6dKljB49mgULFhAeHo6uri5aWlocOnSIdu3aAXD16lWg7Ox4e3t7XF1dmTBhAgEBAaxatYo2bdrQp08fduzYgbGxMbm5uZiYmJCYmMicOXMqnSipLFHg95iYmNCzZ08CAwOxtLTE2NiY2rVrSz/kAVhZWZGTk8OpU6dYs2YNu3btolGjRmqPtar1QPlkkY8//lh6bidOnIizs/MLt+WTTz7h+PHj7N69m5UrV5KZmUlISIjaj56GhoZqPyxmZ2czZswY1q5dq/bj5ZYtW7Cysnqpx0D44+Li4oiJiWH//v0UFBQQFhaGs7Mz2dnZFBYWIpPJ+Oabb8jPz8fV1ZXMzEyaNGlCTEwMKSkpaGtrs3//fho0aICHhwcpKSk4ODigpaVF586dOXv2LCkpKXTq1AlfX1+g7H3dqlUrunTpgqOjI3p6eq+0ze7u7nz11Vf873//Q1e38n+iqSbEVRPWkydP5vr16/Tt25cPP/yQAQMGSMVpqampuLu7U79+fTp27EirVq3U0lMWLFhA8+bNGT58OI8fP6ZRo0asX7+eqVOnMnnyZKZOnYq+vj4+Pj4kJSVRs2ZNzp49y/79+3FxcaFNmzbSMbz8RGTF4hPV36rUMdXzA9C2bVsSExN59OgR3bt3V7ud6vHT09Nj8ODBpKSksHnzZjp37kyNGjUIDw9n/PjxjBw5kkaNGhEWFkZoaCienp54eHgQHx/PhAkT6Nu3L7NmzeL27ds0aNCAPn36MHr0aAoKCpgyZYpUrFDZ9s2ePZvZs2erbdeAAQMYMGDA7z2dUms/VWHOX8XkyZOZPHkyixcv5ttvv+Xhw4esWrWKtLQ0tm7dyrZt2xgyZAjnz59n3rx5assAateuTVhYGHFxcbRs2ZLRo0ejq6tL27ZtGT16NHFxcURHRwNlSU+ZmZnS50y7du1ITExkzJgxTJ8+HYVCgb+/P1FRUdSuXRtASmmCsuSa3NxcvLy8OHLkCLGxsQQFBb30Z+7L+v7773F0dCQ8PJw+ffrQunVratWqxaFDh7h8+TJFRUUUFRVha2vLlStXSElJ4dmzZ8TFxREeHs6CBQuAskK5Xr16kZeXJxXHnDt3jgYNGvDrr7+ip6eHpaUlubm5TJw4kQ8//JCpU6cyZ84cunTpwtdff0316tW5evUqw4YNY+DAgdSuXRtbW1spieb3aGtrs27dOrVlnp6ean+rXt/lL588eVJtTGXvh/IqS/ipWIwA6kVi5b2oSO1VU4KEvzeFQkFQUBC//vorVatWxcXFhSNHjvD06VNWrlxJ69atkclkODs7k5OTw5o1axg1ahR37tzB3NyczZs3c/DgQcLDwzEyMmLatGl4e3u/690SBEF4q8qfTJSRkUFsbCwKhYJ58+Zx8uRJZs6cib6+Pv7+/kyfPp34+Hj09fVZvHgx4eHh0m8YWlpa1KtXj99++41evXqhVCqJjY3F1dWV06dPc+rUKdzc3LC0tCQhIYFTp06hra2NUqkkICCAzp074+Hhofa9oaCggJiYGLZt28aePXvo0KED+vr6xMTEEBERIbWpFgRBEARB+LcShTmCIAiCILwVcrmc1atX89///pezZ89y69YtHjx4wOeff058fDwlJSVqySXdunVj/vz5LF++nGXLlgFQtWpVHBwc+PDDD/nggw8A6N69O15eXgwaNIg2bdpQUFCAm5sboaGhZGZmYmlpiYGBwWtts6mpqVTgEhgYKBVTpKSkSC1xLl26RGlpqZSiYWNjw3vvvcfu3bsBpJYfFYtVyicNvEzLlMrGPc+qVavYu3cvDx8+ZMaMGURGRlK7dm2MjIx4+PAhv/76K1evXkWpVNK0aVMsLS2pUaMGjRo1YtOmTVJLHHNzc9q3b8+GDRs4cOAA6enp+Pn58fTpUxo0aECvXr0oKirixo0bnD17lmHDhrFmzRr69eun0eKlstY8L1KnTh18fX3x8vJi3rx5Umuo0NBQ3n//fal4yMHBATs7O/z8/MjPz6dWrVq0adNGbV2VJYvI5XK15/b3Wg2pJkI9PDyQy+XS8vI/ehoaGqJQKMjIyCAnJ4cxY8awZs0arKysNH68FP58d+7cIT09neTkZMaNG0dYWBh5eXnExcWhUCioVasWMTExzJkzh4MHD3Lx4kWaNGnC7NmzpfdGZGSk1M5OVaDn6enJjRs3pFQPVTuM0NBQdHV12bFjR6VpWy9SvXp1EhIS1JapJrrLt9d4Uds/1TFo165dDB8+XC21RtXSraI9e/ao/a0qMlA5duwYMpmMnTt3AmXFQarCiT8qISGB2bNnU1RUpFEAoyogqUg1oV9ZUU/5IjnVBIG1tTUnTpyo9P49PT01UoJUXpTitm/fPoYPH67WnuncuXNqZy6npaWptfaDshSujz/+mO3btyOXy+nevTuxsbGv9Ji9KZU9vhUTHSpLeVC9hsoXY5V/fYL6sd/Q0JDExER69uzJ+fPnsbOzw8LCglu3blGvXj2puG3cuHHA/6U0VatWjZKSEvT09BgwYACzZs3i1q1bODk5kZub+1KfuS8rPT2dNm3aYG1tTUREBImJidSqVQuAatWq0adPH7Zs2UJcXBwnTpwgNTUVExMTKX1NR0eHvLw86tWrx6+//kp+fj5yuZyzZ8+ipaVFcnIyJSUltGjRAm1tbYyNjWnfvj3m5uZ8//33NG7cmJKSEn799VeePn3KBx98wN27d1/68/9d+b2kw4rtJJ88eYK/v7/0WCxfvpy4uDgWLVqEQqGQWp+tXr36lVKC/qpUBaIvW1T1pvyV2sO+jKioKCwsLFi7di0KhYKnT58yc+ZM0tLS+Pzzz9myZQsAffv2pWPHjnzzzTf4+PgwZMgQVqxYwe7duzl06BA7d+7E2tpafN8SXooqKU31OV6nTh0CAwNfqsXiyJEj3/XmC4LayUQTJ04EIDc3l4YNG2JoaMjVq1fp3LkzAI8ePaJp06b89ttv2Nvb4+TkxA8//MC6deuYMmUKWlpa1KhRg6CgIKZOnUpISAgA06ZNY8SIEaSlpfH48WM++eQTRowYQa1atZg3b95zt83R0RFtbW3q1q1LWloaGRkZaq2Ff/rpp7f86AiCIAiCIPy1/bVzYAVBEARB+NuqWbMmBgYGmJqa8uTJE7KysqhduzbVqlWjatWqAFLrFoCMjAypdVNBQYG0vGHDhsD/JShcunSJr7/+Gh8fH+7fvy9Nljs7OzN9+nT8/Pxee5tXrVqFi4sLvXr1IiAggJycHLy9vcnNzZXGWFhY4Ovry6RJk/jkk0+YO3cuPXv2xMXFBVdXV7788stKzxx/EVXLlODgYKllyquYPHkyJ0+e5MKFCwQEBHD27FkuXrxIgwYNGDRoEHFxcdy+fZubN28yaNAgbt++DYCrqyvDhw/n22+/xcLCAkCKmz5y5AgeHh7079+fli1bIpfLmTFjBqampqxevZojR44QHBzMhAkTmDt3LnXq1OHevXsMGDBAo8XNH2Vqasrly5dxcXEhJSVFalM2YMAAVqxYQa9evdTG+/j4kJmZiZubG25ubhw+fFjjuX1d5X/0hP+bDF65ciUDBw6kbt26ANKPl5MnT+bx48evfX/C67Ozs6N///5MmjSJx48fSwVoUJbGkZqaioeHB9999x337t1DqVRibm6OhYWFdNyys7PDyckJf39/Fi1aBPxfqoerqyu3b9+Wjg/BwcG4uLiwcuVKtcStv7u4uLjnpvj8EV27duXEiRNcuHBBSh56WQkJCXTt2pUuXbowffr0V7qtqg3gf/7znxeOUyqVREVF4e3tzblz5zh27Bh169Zl4cKFODo6cvLkSZo1a8aePXukM5djY2Np3bo1JiYmdOvWjbi4OMzNzYGyVKVHjx7RoUMHjh079lLtvv7unnfstrS0xMnJCWtra3Jzc3n//fcBmDNnjvTeUn2WN2zYkOvXr6sVkFb8zP0jbG1tSUxMBOD8+fMALywytbe3p3v37lKhTo8ePVi9ejX169fH3t6ekJAQWrduTXFxMbNnz8bOzg65XM7w4cOpUaMGDx48QKFQYGpqSv/+/VmwYAF6eno4OTnRokUL9uzZQ3JyMkqlUqPg9a/mee+RuXPn0qBBA2JjY5kwYQIrV67EzMyM6Oho4uPjefDgAb/++qu0ngMHDuDt7c2xY8cICgpi2LBhf+uinHfp71SUA/DLL79I739tbW2+++47XFxcGD16tNRuBcqKMaEsDW7x4sXIZDI2btzI3bt3CQkJISwsjICAANLS0t7Jfgh/L6qkNNXneIcOHUhISOD06dMaLRZnz57N/v37iY+PZ8uWLTx79uxdb74gSCcTRURESG1szc3N+e2333j69Cn29vacPn0aKEukzcrKori4mOLiYj7++GMaN27MwYMHSUtLQ6lUUlRURNeuXalRowa5ubkoFAqaNm3KokWLePr0KQcPHsTNzY3vvvsOCwsLDh48+NzvKBW/N9nY2Ei/+bxOu19BEARBEIR/GpGYIwiCIAjCG5eWlsajR4+kv5VKJQ0bNuTOnTvo6+tz5MgRHj9+zHvvvSeNSUhIID09nQ0bNhAWFkZSUhKPHz/WOGv80KFDTJs2jQ8++IDGjRtLy/39/ZHJZGzbtu21t7tiisDgwYPVrs/MzKRevXpqyROqSZDyZ1AeO3aM+Ph4AgICCAkJqbQthEKhkNIfKmuZ8nutJJ6nYnpOWloaMpkMLS0thgwZgqOjI6Wlpbi7u9OwYUMaNGhAjRo1pLY9dnZ21KlTR5r83LBhAzo6OvTr148ZM2Zw4MAB6tevLyXO9OvXT2rXUr7dlmrfrK2t1fbleZ6XwKBKwejWrZvGbby9vXn48KHGWKh8cqqyBI5XVf5HTwMDAxQKBQAhISHs27ePpk2b0qFDB9zc3OjZsydffPEFBw8e1HgtCW+flpYWR48eJTMzU3ptqI4nZmZmODk5cfToUXR0dCgpKUFLS0u6PiAggMjISOkHbG1tbbp3746/v3+lqR4AERER72Q/Kyr/PvinUhX1vI7ybQBfRNVK0MrKSiqusbKyQi6XSyldqvZMFc9cVrXfqqhfv36Eh4ezY8cO6Yzkf5LKjuNjxozRGLdx40bpcnZ2tnTZ2dm50oKMimdXjxw5UiO14GWe08r07duXoUOH4uLigqWlJatXr6Z3794MHjy40vd0y5YtqVOnjvS52rx5c9avX0+vXr2YNWsWQ4cO5ZdffqGgoID58+fz6NEjqlevTu/evcnOzkahUNC/f3/S09O5e/cuQ4YM4cyZM0yZMoXg4GBsbW0xMjJi4cKFeHl5MXPmTAYPHsyOHTtea//epue9RwwMDNi6dataO0lVqk5hYSGZmZlS0YVqHaq2lyYmJu9mZ96ClJQUevfuzb1799i2bRsjRozQSAxasGABcrmc4uJidu/ezYMHDxg5ciTGxsbcuXOHbdu2YWNjw9q1a6X3zZIlS2jTpg0tW7akZcuWJCcns3HjRlq1akXnzp2Jj49HJpPRsWNHYmJiGDt2LIGBgezfv585c+bQtm1brly58trvmTfJ3t6eM2fO0KtXLxQKBcuXL+fixYukp6erHTtURdD29va4u7tLRX6qRMS1a9dy+vRpFi5cyIoVK97Jvgh/H6qkNCj7HD979izXr19/6RaLqiJ8QXhXyv97X/WdU1tbm5kzZ9K1a1f09fW5dOkSCQkJVKlSBWdnZ3788UdiY2P54osvuHfvHrm5ufj7+zNlyhS6dOnC7du3efz4MTdu3GDy5Mm0adOG6tWrU1JSQteuXfH19ZVONtm1axf16tVj1qxZnD17Vmo5XZn27duzcuVK3N3dsbKywsHB4c96mARBEARBEP6SRGGOIAiCIAhvnJmZGfn5+UBZqsmlS5ewtLTEz8+P+fPn061bNx4+fEhkZCSdO3dGJpMxduxYXFxccHZ2xsbGhqSkJMzMzOjUqRN2dnbY2NgAZZN9GzZs4PLlyzRp0gQPDw8UCgVaWloMHjz4jSY7nD59Wq09yerVq7l58yYdOnSQJktUkyAHDx7k888/p127dsjlchQKBQ8ePCAgIAAdHR26detGSEgIAQEBGBkZ8csvv/Djjz9K9xUZGcnRo0d58OABOjo69OjRg23bttGkSRPWrl1LUlIS//nPfyguLsbHx4dZs2ZJt7l//z5QVrT0Mi1KkpKSgLKCH1XRz/r16zX2/01Ofv5TlP/Rs1q1atJZilWqVGHLli0MGDCARYsWqSXlqFrZCO9e/fr16d+/P/PmzWPKlCm4u7ujpaWFo6Mj3377rcb4rKwsAgMDkcvl2NraYmFhIaV6KBQKatasqdEOSvhnUBVpXb16laNHj0rtzvr06cPEiRNZvnw5zZo14+DBgxw8eJDWrVuTlpbGhAkT0NLSomrVqtLE+cWLF0lKSqJ///5MnTqVjIwMZs2a9Zdoa/UmvKu2Pa/r9u3brFu3juDgYFxdXTU+106ePCldrqx9V8U2X+ULQcsXqFb05ZdfvjDhx9vbW2NZ+W35q3lei04HBweNdpJLly7F19eXgIAA/P39pZZDFc+s/6unBL2qAwcOMG/ePC5evEh0dDS6uroMHTpUSgx6+vQp0dHR7Nixg9WrV+Pn58ft27eJjo4mMTGRiIgIwsLC2L9/PydPnqSgoIBRo0axb98+bt++zdmzZ0lMTJQKc8obNGgQoaGhdOvWjcDAQCIiIjh58iSFhYWvnOz4tvj4+HDgwAFcXFwwMjLC2dkZFxcXXFxcKh0fFBTEmDFjWL58OUqlkvDwcPbu3cuZM2d4+PChRjtGQaiMKilN1WbR3t6ehISEl26xKAjv2vNavvbt25e+ffsCZS3bdHV1GTduHMOHDycqKgqAHj16qN1GLpcTGhpKdnY2QUFBHDp0CEA68Ual4vebOnXqVFokX9n3pjVr1qCrq0tERMQLi3gEQRAEQRD+DURhjiAIgiAIryUnJwd/f3/p7N/FixczcOBAiouLMTU1ZdasWcybN482bdoQGRnJ/v37MTEx4ccff2TUqFHcuXOHwYMHc/z4cSIjI0lNTcXc3JyMjAzi4+Pp1KkT+fn5fP7553Tr1o2hQ4cCZUkzX331FQA3btygd+/euLi4sG7dOoyMjHj//feZPXs2Xl5eL70vFQtwrl+/TlhYGOHh4bi6ujJ27FiGDBnC5cuXsbS0pE6dOnz55ZckJCSQlZVFly5dePDgAc2bN2fXrl3cv3+fHj168NNPP1GlShVMTU3ZsWMHXbt25fDhwzx69AgzMzPCwsJIS0vj3Llz5OTkoFQqyc/Px8HBgcuXL+Ps7ExmZib37t3D3t6euLg4tLS0cHV15eOPPwbKWmtt27aNMWPG8PPPP9OyZcs3/2T/C1lbW6slI8H//dBY/kdPKEvvUDly5Ajw4slZ4e0q/0MwqKc2bd26VVru4OCgMRFefoJeVbR26tQptTHPS/UQ/rlULXvc3d25efMm7dq149SpUzx79ozExERWrVrFF198waNHj/j44485ceIERUVFXLt2jcOHD5OUlMTGjRtZtGgR2tra+Pr6EhMTQ1FREadPn8bDw4OkpCQSExMJDAzUuP/169czatSoN7Y/SUlJKBQKKTHg36ZOnToaBavCm1O1alWpnSSUTSC6ubkxfPhw9u3b98LbNm/e/C+dEvQqKqYBDRgwQCMxqHXr1gC0atWK6OhoAJycnNDV1aVVq1akpaVx/fp1kpOTcXV1VVu/nZ0dBgYG0voru389PT0pbUZHR4dq1apRrVo1zMzM3tp+vwptbW3WrVv3wjHlUyMNDQ01vpu1b9/+bWya8A9WMSltxowZHD58+IUtFkUxtvB307NnTx4+fIidnZ1aO9+Kdu/ezYoVK3j06BFLly59K9sSGBhIRkYGxsbG7N69+63chyAIgiAIwt+FKMwRBEEQBOG1mJmZqZ39u2jRIpydnQkODiYoKAiAgQMHMn/+fHr06MHevXv5/PPPWbt2LT4+PgwZMoQVK1ZIP85ULDAJCgpCLpczevTo57ZCevbsGUeOHEGhUHDo0CFiYmJQKBT06NHjlQpzfvjhByIiIpDJZBw/fpzr168D4ObmxoEDB7h27Rq3b9/G09OT6dOnM3ToUM6cOYO5uTktWrQgKiqKxo0b07p1a0pKSmjbti2ZmZnSfmVnZyOXy5kzZw5VqlRh586drFy5kq1bt5Kbm4uZmRl+fn4cPXqU77//nvr160vR0NHR0RQUFHD79m2mTp3K48ePuXbtGnfv3gU0J35eRcUCBkEQhH+S4uJiBg4cyLNnz6hRowZeXl789ttvxMbGoq2tLSWFjRo1ipo1a5KRkUFUVBQymYyTJ08ik8m4f/8+nTp1IjMzk+zsbAoLC/noo4/Iz8/nxo0bWFlZ0ahRI6pWrYqVlRWurq6cPHmSL7/8kqFDh3Lv3j3279/P4MGD2bNnD1paWgwaNAhjY2OioqKIjY0lJCQEW1tbjcQLlZctzFEoFNIk/IskJSWpteR6Uyq227G2tqZfv35oaWnh5OTE119/Tb9+/Xj06BHm5ubs3LnzD9+nUqlk/PjxXLt2DUNDQ1avXs3QoUPVWgZVLL51c3MjJCREmuAvLi6mV69eUmGEm5sbR48eFckIL/A67Scra+9W2Tr+yilBr6J8GlBeXl6liUHJycnS/xs1agTApUuXKC0tlZbZ2Njw3nvvSd+XS0pKNNavWt/z7h/Kjg+PHz+msLCQvLy8N7ingvD3oqenp1H496otFgXhr+5lTxLx8/PDz8/vrW5L+feXIAiCIAjCv50ozBEEQRAE4bXk5+czbtw46ezfxo0b89577wHQtm1bAJo0aUJ6ejpPnjwhOzsbGxsbUlNTpYSBp0+fMmTIEExMTF5YYPK8yQfVpGJeXh6pqal4eHgAcPfuXZRKpcakxPOMHz+esLAw1q1bx+jRo6XlVatWZfjw4TRt2hRfX1+uXLkincmcn59PlSpVuHr1Kra2tsjlcuRyOQ0bNuTevXvUq1eP4uJi1qxZw4wZM9DR0SEvL4/bt2/Tu3dvFAoFlpaWODs7o6+vj7W1NVWqVCE9PR1LS0u0tLRo164de/fuRalUsmLFCmbMmIFMJqNz587PbQMhvD0vO+ktCMKfIzMzU63AoqJ9+/bx/vvv8+mnnzJu3DiKiorIzs4mLi6O1NRUwsPDmTlzJgUFBcTExLBt2zb27NmDm5ubNG7jxo0sWbIEgKKiIqZMmcKoUaNIT0/H2NgYgJ9//hl7e3suX76sdv8WFhZs376d0aNHc/PmTX744Qf09PSwtLSkf//+Uuqcra2t1A7qwIEDtGzZkuTkZDZu3Mi5c+dISUlBJpPxzTffkJWVxfz585HL5VI6XIcOHWjdujWGhobMnDmTwMBAioqKaNq0KcuXL+fbb7/lu+++w9DQkAULFrB69Wry8/M5fvw4W7ZseSPPRWFhoUa7nQkTJiCTyQgNDUWpVJKeno6ZmRkHDx58Y59XBw8epEGDBqxYsYLDhw+zdu1ajZZB5YtvlUolWVlZauvQ19enYcOGpKWlUVpaip2d3V++KEdVsFy+oOV5nvc+edNJTMLzaWtrs2DBAo3EID09Pby8vHj69Cl79uyhqKgICwsLfH19yc3NZcuWLZibm9OzZ09cXFzQ0dHBzc2Nzz777JW34ZNPPsHFxYVWrVpRu3btN7VrgiAIgiAIgiAIgiC8JFGYIwiCIAjCa9m6dava2b8ODg4kJyfj7e3NxYsX6dChA1B2NvTs2bOllgb29va4u7vTv39/oOzM3y1btmgUmOjp6VFcXAyAiYmJdKZ1SkqKFOevKpIwMzPDycmJo0ePoqOjQ0lJyUsX5QCYmpqyfPlycnJy6Nu3L8XFxYSFhbFt2zZu3bqFrq4uCoUCc3NzunXrRnp6Ot27dycjI4P27dsTHx/P3r17GTNmDFpaWjg4OABlrQlmzpzJpUuX0NbWxtXVlfz8fHbs2EH79u1RKBSMHj2aoqIiaXttbW2lM9zOnz9P9erVgbI46gkTrKcd8QAAIABJREFUJuDo6EiVKlVe4xn7d3vd5Ay5XM7IkSOpVasW3t7eNGvWjBkzZlBSUsLo0aMZOXLkO94zQShTWFhIbGws/fr1A2DixIl88803GuMuXLhAYGAgAwYMqLSdz/Nu96bJZDJiYmLQ1X29f5IqlcpKizvi4uKIi4sjNDSUjIwMWrRoAZQdj+/fv09cXJyU0mFpaQmAo6Mj2tra1K1bl7S0NFJTU6VxhYWFUkJF/fr1pc+d5ORkrly5wt27dzEwMKBz584a22JsbMyZM2fw8vLC0NCQdevWSeOMjY0xMDCQCkpVbt++zdmzZ0lMTJTaX23atIm4uDgUCgUTJ04kNjZWLR0uLy+P4OBg6tWrx9SpU5k5cyYdO3ZkxowZ/PTTT0RFRXH8+HEMDQ1RKpVqiXRvyvXr17l8+bJau52uXbty8uRJPvjgA3r06MGwYcNwcnLC39+ftm3bMmXKlD98v6mpqWzfvp2jR48il8tp2rSpRsug8sW3EydOxMLCQmM9/v7+bN++ndLSUoYMGfKHt+vv4J9emPOi9nBvW2WJQqoWpCpxcXG0atWKsLAwaVlRURH16tXTKKIaOXKkxvcNVevF8u0aVcvKt39SXfb29sbHx4fs7Gwp2fLfKDIy8pWPf69SCCcIgiAIgiAIgiAIzyNO+RUEQRAE4bW4ubmxYMECfH19efToETVq1OD06dN4enqqJd4MHDiQRYsWMWDAAACCgoL4/vvvcXd3x83NjQsXLlS6/g4dOrB582YmTpyIu7s7R44cwcfHp9Kx2traTJkyBXd3d1xdXZk8efIr7cuqVatwcXGhV69eeHp6UlRUhLe3N/Xr12fmzJkcOnQIGxsb0tPTuXnzJhMnTsTU1JSqVavy5MkTXF1duXz5Mr1796Zhw4bSxIixsTHr16+nefPmtGjRgoiICGxtbenduzfm5uZ4eXkhl8sB6N+/P5aWlvTt2xcLCwvmzp1LSkoKMTEx2NnZ4eXlxaVLl9i5cyexsbFYW1sTEBAgTSyEhoaKtlQvoErOOHLkCKampmrJGd9++y3h4eEAFBQUsHPnTqZMmcKePXuAsgSmHTt2MGrUKGbPns3+/fuJj49ny5YtPHv27F3ulvA3c/v2bebNm/dKt6ms4KMyhYWF7N27V/r7ecU1R44cITw8vNKinBfd7k1TKpUMHToUFxcXhgwZwsiRI0lNTQVg6dKl7Nq1i9zcXHx8fHB1dWX8+PFA2bFu5MiReHp6Su1Yzpw5w/Tp0wG4f/++1KLCxsZGKur8+eef0dfXp3v37lLxzqZNmwDN5DF7e3tpXFJSEklJSQDY2dlJx9wbN26QlpbGxYsXad68Ofv27aNGjRp07dpVKkSNj4/H2dmZJUuWsGzZMmmZip6eHoMGDVJ7XOzs7DAwMKg0Pa58Olz37t25evUqGzZswMLCgnr16gFlhSqffvopMpmMY8eOkZOTw5w5cxg3bhxBQUFSG0Qom2xeu3btazx7mmxsbHB0dMTa2pq4uDiio6MpLS1l7ty5bN26lQULFlBcXMzHH3/Mli1bOHLkCHfu3PnD92tvb8/w4cOJi4sjPj4eOzs7fH19iYuLo1OnTiiVSqn4NiIigs8//7zS9XTt2pVTp05x6tQpunbt+oe362149uwZffr0wcvLSyrgnTRpkvT9RVV4FhISApQ9v6qCguzsbPr06UOHDh3IyMhg9erVUhJTZS2m/gmSkpLQ0dHRWF7xWPlvsXv3brp27UqfPn2ee/z/J3le8aYgCIIgCIIgCIIgvCsiMUcQBEEQhNfSunVrjckcT09PjXGOjo5S8QmAoaGhxpnA7du3ly6HhoZKl0+dOiVdTkhI0Fh3+UIUb29vvL29X3r7y5s8ebJUzBMXF8fFixeRy+VkZ2fTo0cP+vbty6+//kq1atW4fv06n332GdHR0TRt2pRdu3ZJKTqJiYnMnTuXnj17UlRUxBdffEG9evWwsrLizp07jB8/ngMHDmBsbEzLli2pW7eu1K7Ezs5OOqtZNaksvDmvm5wB0LJlS2lyLzk5WSoQy8vLIzc3l7p16/7JeyP8XdWpU+e1J0RPnz7Nxx9/TLVq1Rg8eDA7d+6kpKQEc3Nzdu7cyerVq4mOjkYmk7Fr1y769u1LfHw8I0aMIDMzE21tbVatWsXq1asxMTEhNzeXQ4cOsX37duRyOd27dyc2NpbOnTsTHx+PTCajY8eOxMTEMHbsWAIDA9m/fz9z5syhbdu2XLlyRa3IBCAnJ0dqz9SiRQuqVavGiBEjyMnJYcaMGVy8eJERI0bw1VdfkZeXh5ubGz4+PnzzzTe4uLgwffp0du7cyeTJk8nKymLo0KF06dKFdu3aMWbMGGJjY2natCnOzs40bNiQiIgIEhISWLRoEZs3b+bChQs8ffoUR0dHAHx9fRk4cCCenp4YGRnx/vvv8/DhQ2QyGVpaWgwZMoTu3btrPNYtW7akTp06Lxzn7OyMi4sLLi4uL3ze/P39kclkbNu2TW15UFAQFhYW0rFHpbL2hKplFdPh1q5di5aWllqLPXt7e4YOHSq1lJTL5ZSUlBAZGcnWrVuJjIyUWi2+blpRZUxNTXFzc+Prr7/G1dUVNzc3unbtyqxZsygpKcHDw4OsrCwCAwORy+XY2tpWmlzzqnx8fJg0aZJUDNW1a1eNlkGrVq1i7969PHz4kBkzZlS6Hm1tbVq0aIFcLv/Ltizct28fzs7OBAcHExQURG5uLo8ePeLkyZNs3ryZlStXqn2fKu/27dtER0eTmJhIREQEK1eulJKY/s7i4uJYvHgxSqVSarG6fv16DAwMaN68OVeuXMHHx4d+/fqhpaWFk5MTEyZMkJLBVMfPd6F8qo6KtbX1c1vz/VF+fn74+fm9lXW/DUqlkvHjx3Pt2jUMDQ2xsrJiypQpNG3alKVLl2JpaYlMJtNo3RcaGkpWVhbZ2dm4u7vTvHlzevbsyb59+0hPT6dWrVr8+OOP7Nq1CwMDA3bt2oW2tjbDhg0jOzubunXr8t1336FQKBg4cCDFxcWYmpri6elJRESExvqmTp36rh8qQRAEQRAEQRAE4W9CFOYIgiAIgiBU8PTpU6Kjo9mxYwfr169n/fr1hIWFYW1tTWxsLEFBQfz222/S5MmtW7c4c+YMFy5cYMKECZw/f57t27dLySuRkZFUrVqVtWvXsmPHDsaMGaPRrqRVq1bveK//2VTJGd7e3vz88880adKE7t27S+kgJSUlZGdnVzopXn6StnXr1uzevZtq1apRUlKCnp7en7sjwp/uddugpaWlERMTQ1hYmJRaIZPJCAkJYfPmzXTs2JG2bdsSHx/Pl19+iZeXFwcPHmT+/PnI5XJmz56Nl5eXtA3+/v5s2LABmUyGq6srUVFRGBsbExISUulxCcpe1zdv3uTEiRMolUq0tLQICAigc+fOeHh4sHPnToqKijh9+rRGSyWAQYMGERoaSrdu3QgMDCQiIoKTJ09SWFhYaUKXmZkZ0dHR6OrqMnToUGxsbEhISODWrVtYWlpSVFTEnTt3sLCw4MmTJxQVFXHmzBk+//xz4uLiOH/+PEePHsXCwoITJ05w5swZ7t+/z48//kjt2rX55JNPmDZtGuPGjeP06dPY2tpiYGBARkYGlpaWzJkzh9GjR0uJJ/r6+uTn55OQkIC9vT1+fn4EBwdrFEepHrPyE+UvGgewZs0ajf1XFTmULzDV0tJi8ODBGkUwq1ev1rj989SvX5/+/fszb948Jk6cSO3atVEoFNSqVYvg4GBu3LiBTCZDW1ubr776imHDhqGnp4e5uTmDBw9m1apVGBgYkJqaip2dHWZmZty/fx8DAwNpon7SpEkkJSVhbGzMli1bKCgoYOTIkRgbG3Pnzh22bduGjY0Na9euZePGjQAsWbKENm3aEBsby4kTJ2jdujU9evSQXu+ARvFW+YLbN0FLS0sj5aliKo5MJtNI0lM9l+W3T0tLiw8++OCNbt+bdP36dVq3bg1A27ZtKSgooE2bNgC0a9eOEydOSG1EAek9D+Dk5ISuri6tWrWSik7/KZRKJVFRUXzxxRf89NNPGBkZceHCBXJycrCyssLd3Z179+7Rrl07Fi5cyIQJE7h37x5KpZJly5ZV+poW3r2DBw/SoEEDVqxYweHDhzl37hy7d+/ms88+48iRI+zatYvZs2drtO4DaNKkCRs2bODGjRsEBwfTs2dPdu3aRUREBDExMZiYmLBz504iIiLYu3cvOjo6ODo6sm3bNsLCwtizZw9aWlpqhXAAH3zwgcb6BEEQBEEQBEEQBOFl/TVPBRMEQRAEQXiHVBNfrVq1Ij09nblz53Ljxg12795NTk6OxnhV6xErKyuaNm2KtrY2VlZWFBQUUFpayvTp03FxcWHZsmXS7V/UruTf6GXb9bwuX19fEhIS8PT05Pbt25iZmUmJGK6urmzYsOGl1jNnzhyptc7f6cxz4fX9kTZoL5Kfn8/s2bM5dOgQq1atQqFQ8PXXXxMbG0tkZCQzZ86Uxurr69OhQwfWrFlDnz59MDIyYuzYsXTt2vW5xyUoa5U0YsQIhg4dSkhICAqFQu36fv36ERUVxY4dOyp9PTdv3hx9fX2pOE1HR4dq1apRt25dzMzMKt2nAQMGIJPJpDZOp0+fJj09HX9/f6KioqhduzYABgYGbNq0iTlz5nD+/HlatWqFrq4uCxcuJDAwkNTUVExNTfn222+ZN28eNWrUYNmyZdy9e1fanubNmwNlBQu9e/dm0aJFWFlZUaVKFWmbrly5QqdOnSgtLZWO7X+WU6dOERgYyKRJk353rEwmIywsTCoUsba2lgpctm7dyp49e3BwcJDaQd27dw9XV1eKiorw8vKSXo+rV69m3759vPfee8TExJCQkMCuXbsYPHgwy5Yt4+zZs/Tq1YuPPvqIoUOHAvC///1PSl7x8/Nj5cqVQFnKyp49e1iyZAkRERHk5eWxf/9+Tp48SVRUFHPnzuXWrVucO3eOU6dOqRWFQFmhUp8+fejduzedOnXi4cOHDBkyRGpfJpfLKx2jVCoZN24cbm5u9OzZk4KCgjf4rFRu9uzZZGVl8d577731+3pdNjY2JCcnA3Dx4kW0tbVJTEwE4Pz58zRq1AgTExNu3boFoJZqeOnSJUpLS0lOTqZRo0aAejrT35nqOGBlZUVJSQnOzs4EBgZiZWWFtrY2J06cYMSIEVy7do3g4GA+/fRTHB0dqVu3LqtWrdJ4TQt/DampqWzfvh2ZTMa8efMoLCzk+PHj3L17l+rVq1OtWrVKW/cBUmJY/fr1uXfvHvn5+RQWFkot/8p/z09LSyM9PV2tyC0tLU2jEO5F6xMEQRAEQRAEQRCElyEScwRBEARBECpQTXwlJydjY2NDSUkJW7duJTg4GKVSiZ6eHqWlpdL48pNbFRNXkpKSpAnPNWvWkJ2dXem4vyuFQvGXbftRnr6+Pnv37kVXV5dx48Zha2uLv7//SyVnlE/JcHZ25tixY3/adgvv3uu2Qav4Hq84CW5ubi618iksLCQvL4/U1FQ8PDwoLCzk5s2baseGESNGcP78eQoKCli2bBkzZ8584XEJoLS0lCFDhjB8+HCCgoL43//+p3Z9//79pdZTtra2GvtecZsVCgWPHz+WthfKWiWpWoAUFRXx0UcfcebMGVJTU/nkk08wMTFBT0+PRYsWcfXqVYYMGUJOTo6UUGVpaUmvXr1wcXGhqKiI+Ph4/Pz82LdvHwqFgrCwMGJiYgBo3LixlFK1bt06HBwcOH/+PO3ateP27dtSUUt6ejqjRo2iQYMGNGvWjPj4eAICAgDo06cPkZGRmJqaMnnyZIYNGyZNur5pXbp0kRIc3pSKk8WVvR6bNGlCeno6T548ITs7GxsbG1JTU0lMTGTVqlU8ffqUIUOGYGJiAqAxKX3ixAlAM2Xl+vXrJCcn4+rqKm1PVlaW9P5o27YtP/74o8Y2HzhwgHnz5rFnzx6NVApVoZZqzLFjx9DW1lZLyli5cqVaodrb8HcoyPD19WXAgAF4enpiamqKhYUFWVlZdOnSherVq7N161aMjY3JycnB29ubWrVqSbe1sLDA19eX3NxctmzZAqgnMTk4OLyr3frDyh+n8vLy6NOnD+fOnaNx48ZcvXpVSimUy+Vs27aNUaNG4eDgwJYtW2jfvj3Z2dlqr2lBU2XJcWlpaWqJcHfu3NFo82Rra0t4eDhGRkZMmzbtlVrO2tvbM3z4cKlVVElJCR9++CFfffUVvr6+0piKrftSUlLUvpf6+PgwduxYevfuLS0r/z2/UaNG6OjokJiYSM+ePTl//jx2dnZoaWmRnJyMt7c3Fy9elAoPK1ufIAiCIAiCIAiCILwMUZgjCIIgCIJQgZ6eHl5eXjx9+pSNGzfSt29fzp8/j4mJCY0bN6ZOnTrcu3ePAQMG/G47Ent7e9LS0vDy8qJ+/frUrVv3T9qLtycuLo6FCxeiVCoJCgriq6++Umu907FjR9q1a8fJkyeZOXMmO3fuJC0tje+++46WLVvyn//8h6SkJBQKBVu2bKFBgwbSuufPn4+2tjbTpk1j7ty5au2CrK2t/9B29+zZk4cPH2JnZ0fHjh3/4KMg/BvExcWxZ88eNm3axBdffIGhoSFZWVk8e/aM6Ohohg8fzs2bN5k0aRJGRkbExcUREhJCXl4e+/btw8TEBHd3dzIyMvjss89QKpWcO3cONzc3UlNTKSgoIDk5mZSUFEaNGkVxcTFRUVGMGzeOgoICPDw8ePLkCe+//z53794lOzsbPT09Vq5cyTfffPO7x6WioiJ8fHwoLS3F2NgYJycnDh8+LO2fsbExBgYGlbaxqswnn3yCi4sLrVq1kgoqvv/+e6nY4qOPPmLu3LkYGBjQsWNHJk2axMaNGzl16hTnzp2jZcuWTJgwATMzM1q1asWxY8fo0aMHDx8+5MiRI4wdO5arV68yfvx4qX3V7t27ady4MUZGRtjY2JCeno6HhwePHz8mKCiIyMhIJkyYgImJCSUlJfTu3RulUsmqVauYN2+exj4MHDiQPXv2MGrUKJKTk1m8ePEbeKX8eVSpKarJ4qZNm2q05YOy4sLZs2fj5uYGlH0Wubu7079/f2mcqkDD1tZWKqhRJa+AZsqKjY0N7733Hrt375bWkZeXJyWzXLx4UWN7VWkmdevWJTMzk3bt2gFlBUCJiYnUrl1bbUxhYSF37txh+/btHD16FLlcLo7X/5++vj4HDhxQW6YqOCuv/HtcRdVmrbytW7e+qU37yzAzM5OKLtLS0pDL5VStWpXS0lKKiopwcnLi7t27/Pjjj3Ts2JF69epRr149KeVM9f4R1KmS4z799FPGjRtX6ZjK2jx9+umn7Ny5E2tr61cuQvfx8WHSpEnSMWzy5MkMGDCAQYMGSalQs2bNIigoiPv376OtrV1pi8GBAwcyZcoUVqxYIS3Lz8+ne/fuGBgYsGvXLrS1tRk6dCguLi5YWloyY8YMFAqFWiHci9YnCIIgCIIgCIIgCC9DFOYIgiAIgiCUUz4pReXChQsa444ePSpdLt96pLLEFdX15VXWruTv5NmzZ/zwww+4ubkRGxuLQqGgR48eeHl5kZ+fT0hICKWlpbRp04bMzEwuXLjAunXrWLp0KeHh4VStWpWYmBi1yfOvvvoKgGnTppGSkiK1C0pNTSU8PJxVq1b9oW0u/5wJwsuqU6cOWlpapKamolQqmTNnDosXL8be3h6lUsnMmTO5du0aZ8+eBcrScfz8/NDT02PNmjU4Ojqio6NDVlYWx44do2rVqsTGxtKsWTNWrlwpFR0cPHiQ4cOH06lTJ3R1dTE3N+fYsWPY2dkREhJCQEAA06ZNo7S0lJEjRzJy5EiNba3suHTy5Em1MaGhoWp/6+npMWjQII3blZ/IV1329vbGx8eH7OxsgoKCAPW0ld69e2NhYUHbtm3p1asXAG5ubnTp0gUzMzMpMezWrVuYmpri4eFBZmYmGzdupHHjxoSFhWFsbMz//vc/lixZQkhICLm5ubRt25Zdu3YBZSk0AA4ODgwcOBAoSxx69uwZbdu25fr165SUlKCjo1Pp8+nr64u/vz+NGzfGxcWl0jF/ZRVTU0xMTKS2fFpaWgwZMoSgoCAGDhxIixYtSE1NBSAoKIgxY8awfPlylEql1IINypLANm7cqJa8UlhYqJGyYm5uTs+ePXFxcUFHRwc3Nzc+++wz2rZtS5cuXWjZsqXG9pZPMzE0NNRIpag4RqlUVpqUIQiVKf9dKyAggCFDhjBgwACePXuGqakpHTp0YO/evVhZWSGTyejWrRvvv/8+bdq0oXr16qxevZqoqCiN17SgrmJyXFZWlnSdKhGusjZPISEhhIWFIZfLCQ4OpnHjxi99n1paWlLBYXkPHz6ULpubm/P999+rXV/xMw7A09NTar8YEBBQaUHbjh07NJZVLISrbH0qhYWFxMbG0q9fv0pvIwiCIAiCIAiCIAiiMEcQBEEQBEF4rokTJ1Y6MdKmTRuWLVtGSkqKlLZx9+5dlEol5ubmUppGo0aNMDAwwMrKiqtXrxISEoKuri7Hjh2jpKSEpk2bAvDgwQO2bdvGmTNnAEhNTa20XZAg/NlatGjBnDlz2Lx5Mxs2bMDW1paePXuip6dHq1at6NmzJ0eOHKFmzZpA2URxaGgokZGRBAcHM2bMGEJDQ+nSpQuJiYkolUpkMhmmpqbcu3cPgA8//BAoK2Jxd3enYcOGUvumCxcuEBoair+/P8XFxcyYMeON7VtQUBAWFhYv/f7avXs3K1as4NGjRyxduhQoS1spX2xhb2/PmTNn6NWrl9TqTktLi/z8fGrVqoVCoWDr1q34+voSEBCAv78/SqUSU1NTli9fTk5ODoGBgVIagbm5OZmZmZSUlJCdnS21X6pYzLFp0yb69+/PqVOniI6OltJgKjIyMsLY2JglS5bwxRdf/JGH752oLDUF0GjL5+joiFwul/42NDRUa8sH0L59e+nyt99+q3adamK94m0qKwoLCwt7qW03NTUlJiZGLZUiISFBY1xlSRk+Pj6/u/7169czatQo6TYLFix4boGW8M9U2fsjJCREY1z5IsbnFTr+VSQlJZGYmEhgYOA72wYbGxtSUlLw9vYmPj4eY2NjcnNzGTp0KBYWFlLRTsU2Tw0bNmTt2rWcPn2ahQsXSsf1yMhIrK2tNQrh37SrV68yevToN3asf9H6CgsL2bt3ryjMEQRBEARBEARBEJ5LFOYIgiAIgiAIlVIoFJUW5SxZsoRmzZoxYcIE9u/fz9GjR9HR0aGkpAQtLS21CfOKk+ePHz/mwoULGpPnxsbGfPbZZ4wcOZLvvvsOe3v7StuzCMKfTUtLi549e3L9+nXMzc3p2LEjR48epXHjxr+b/vEySSAJCQka4/T09CgtLQXKEm0WLlxIcHAwK1askNoIvQm/14qvIj8/P/z8/NSW9e3bV60FyPTp04mOjsbFxQUjIyN++OEHwsPD6d27N/r6+owdOxY3NzeGDx/Ovn37pPWsWrWKvXv38vDhQ7XiIx0dHSZMmECXLl3Q1tbWKCBRMTU1xcjICDc3N2mS+EX7ERISgoODwyvtv/BqKqaZAIwZM+Z3xwCVfvb8nvKFOX+3FmWC8DytWrWiVatWLxyjKoJ8W3x9fRk4cCCenp48efKEmjVrUlBQQFpamlRAB5ptnkJDQzlz5gwPHz5kwYIFf/o+ODg4VJpa+ari4uJYsGABcrmcKlWqkJeXJ6UBqVIvf/nlF6Kjo5HJZOzatQtzc/M/fL+C8Cre9nFAEARBEARBEIQ/ThTmCIIgCIIg/IvJ5XKGDRvGzZs3qVevHoGBgSxduhSlUsn48eOZN28e8fHxnD17lnHjxmFvb8+lS5do1qwZc+fOxdXVlbZt23Lz5k2MjIyoW7cuCoWCnJwc/P39+fnnnxk/fjyffPIJUJba8LzJc09PT/Lz85k4cSKZmZkkJycTFxeHkZERCoVCahUkCH+2o0ePEhkZqZZAYmpqyuXLl383/aO8ypJAjI2NNcY1b96cmTNnMnjwYPr168eyZct4/PjxX7LFip6enkYLkHXr1qn93alTJ06fPq22LCUlRe1vmUzG5MmT1Zap0lpGjBjBiBEj1K4rP9mqarV18OBBje1TjSvfMlBLS4sPPvjgebskoN6a8U1Rfa5cu3YNQ0ND/Pz8+Pnnn4mIiMDb25s1a9agp6fHyJEjefLkCR07diQ8PJy1a9eyceNGoKwwtE2bNrRs2RJHR0d++eUXVq5cya1bt0hJSUEmkxEcHMy8efOIiYkhJyeHgIAAiouL8fHxYcaMGYSGhnLz5k0yMzOxtrZm7dq1b3Q/hX+Wii2KyheA/Rni4uKIiYnhl19+4c6dO+jr67N7926MjY1p2bIlTk5ONG/enE8//fStbYO+vj579+5FV1eXxo0b88svv9CsWTPs7e158uQJ33zzDR4eHlSrVo0GDRowYMAAtLW1Wb9+PTVr1qR58+bIZDL27dtHeno6o0ePRk9Pj7i4OBYuXCgdG0pLS5k/fz5yuZzZs2fj5eX11vbpVT19+pTo6Gh27NjBL7/8onF9UFAQv/322xs/bgr/PMXFxQwcOJBnz55Ro0YNvLy8+O2334iNjZXeNwCjRo2iZs2aZGRkEBUVRb169Zg7d67GuJEjR1KrVi28vb1p0KCBlBIWFhaGh4cHnTt3lr4LyWQy4uLiGDFiBJmZmWhra3Ps2DFR0CMIgiAIgiAIfxalUvmX+a9t27ZKQRAEQRAE4e04fvy4slevXkovLy+lq6urMjExUdmsWTOlo6Ojct26dcqgoCBl06ZNlTVq1FCuX79e+f/Yu++wKK71geNfWtQLWBEL9oZRCdjowoJ0FDWixiCIiKhc069RA4Iaa4z+EhNLxIKJXewVC00xNhQ1ajSoGKUoKqCiIrDn9wd354JgYmLshFaXAAAgAElEQVRNcj7PkyfL7MyZc2Z3Ztc977zv1atXhZGRkRBCCC8vL2FjYyPu3bsndHV1hRBC+Pv7i7Zt24o333xT2NjYCCGEaNKkidi0aZMoLCwUDg4OQgghmjdvLrp27SosLCzEZ5999rv9zMjIEAMGDFD+vnz5svDz83veh0OSpH+gmJgYYWdnJ27evPmqu/KPs2XLFjF16lQhhBA7duwQU6dOFf7+/mLo0KHi22+/FUII8f7774vY2FghhBAlJSUiJydH9OzZU6jVanHr1i3Rq1cvIYQQtWrVEnfv3hXXrl0T3t7eQggh7OzslH05OjqKoqIiERoaKpKSkoQQQri5uYmMjAwRGRkpZs+eLYQQwtXVVeTm5r6cAyD9JT3+HaTs++xliI+PF2FhYaKgoEAIIURUVJRYuHChEEKI2rVri3v37r2Ufri5uYn27duL5s2bi7CwMHH58mVhYWEhSkpKxPLly8W4ceOEhYWF6NmzpxBCiLNnz4qQkBDx66+/Cn9/fyGEEO+++664evWqEEKIwYMHi+XLlwt3d3chROn5rjlvCwsLhbOz80sZ19OIj48Xo0ePFkII8fPPPwuVSiXCwsKEEEIsWbJELF269IV+V83NzRXr169/IW1LL9/q1avFtGnThBBCjBgxQsyZM0eEhIQIIf533jx+fn311Vfi1KlTla7Xrl07UVxcLIQovT7l5+eL/Px85d9mj382Pnr0SDm/1Gr1Sxu3JEmSJEmSJP1dAcfEU8bCyJB4SZIkSZKkF+DDDz9UStE8rffee+8F9eZ/Hj58yM6dOxk+fDi7d+8mJyeHadOmERQUxLFjx+jbty8jRoxgxYoVGBsbU1RUxIMHD7h69Squrq7o6+tTrVo1oPQu7unTpzNz5kx+/fVXoPSu6ry8PG7duqVkE8nKymLmzJnMnj27XMmeJ/n000+Jj49HV1e3QiYDGxsb3nvvPczNzVm9ejVvv/02b731FidPnuTRo0f06NEDJycn+vfv//wPniS9AtHR0eWyvUjPpm/fvhw4cIA6deq86q7845w7d47Vq1ejUqmYMmUKt2/fZvjw4axdu5bg4GCgtByMra0tANra2qxbt47ExEScnJx4++23ycvLA6BVq1ZKlrb8/Pwn7nPVqlV06tQJlUqFubk5ly9fBkqzUgE0bNjwN7eXXm+aMmh/liaTkoeHB++88w7R0dG8//77ODg40KNHD/Lz81m4cKFSomjGjBlKZqbTp0+zbds2HBwcsLW1ZdeuXUDp95RRo0ZhYWGhLHtWJSUljB49GgcHB7799lsyMzMBMDU1RV9f/7ns4/fExsby7bffYmdnpyxr164d2tramJiYUKVKFcaNG8f58+dRqVSMHDmSO3fu0LhxY27fvs2tW7fIy8ujUaNG5drt1KkTADdv3uTcuXO4uLjg5uZGVlYWpb9vvh5Onjyp/F/TP/hf9reyJSift7y8PDZs2PBC2pZevsuXLytZQy0sLHjw4AEJCQnlzhsof37l5eVx7ty5StczNzdHR0cHKM0IWL16dapXr64s09CcT3p6egwePJhBgwYRHh6OWq1+WUOXJEmSJEmSpH88WcpKkiRJkiTpBfjqq6/+0Pp5eXk4Ojoqf7+oUgkdO3YESn8IjoqKonXr1qSmpuLj48OFCxd48OABBQUFGBoakpOTQ61atdi1axd37tzBwcGB+/fv8+DBA6D0x199fX10dXXLpUAXQrBixQqMjIxISkrCxsaGyZMnU69ePZo2bfq7fZw8eTIALi4u5UoHAdy6dYvw8HBKSkro1KkT6enpHD9+nMWLF/P+++9jZGTEtm3bXqvJHEl6ntRqtSw5IL1U2dnZLF68mLCwsEqff9rPK1NTUwICAvjkk0+A0qCIXr16ERkZyfTp04mMjMTU1JRDhw7h4uKCWq2mQYMGNGzYUClXVlRUBEBaWhoFBQXk5+cr5eC0tLQqnB/VqlUjJSUFgBMnTvDBBx8o62rIz4t/rk2bNmFra8vYsWMZOXIkOTk5FBQUkJSUxPLly1mwYEGFEkVbt24lISEBtVrNe++9R1xcHGq1Gk9PTzw8PLh16xYREREUFRUxatSo51KOKTU1lXr16pGUlERUVBQZGRkAr+Sz4NKlSyQnJ7Nv3z7eeOMNwsPDcXFx4cSJE2hpaWFtbc3Vq1epXbs258+f59q1a/j4+GBvb8+jR49wdnZWgkw2bNjAkSNHqFKlCuPHj8fMzIzY2Fh0dHQoKip6qmDul0VPTw8PDw8ePnzI+vXrGTRoEF5eXkqQZ/369bl9+za+vr4sXLiQ2rVrP1W7mrJGDx8+5MyZM8p2RUVF3Lt3j4YNG3L79m3y8/NRqVSsW7eOunXrvrBxSi9e8+bNOX36NF5eXpw6dYo2bdrg5ubGN998A5S+9hkZGRU+p0xNTStdr+x1QK1WKwE7mkAxIQSFhYWcP39eWT5w4EACAgIICQnh6NGjWFlZvZSxS5IkSZIkSdI/nfxFV5IkSZIk6TFqtZrg4GAcHR3x9PRk7969WFtbY21tzd69e4HSu7TDwsLo0qULUVFRDBo0CHNzc2JjY5Xni4uLyc7OxtPTE5VKxbhx47h9+zYqlQonJyfef/99EhIS8PHxoW/fvgwfPhyAwMBAwsPDsbe3Z+LEiQAcPnyYTp06MXDgQOXu4rlz52JtbY2TkxPHjx9/qrGVveO3e/fuNGnSRMlsY2BgwPTp0/H39+fEiROYmJhQp04dYmJiMDIy4tNPP2XIkCFUqVIFKP2ht6CggIKCAuVuSyEERUVFNG7cmKtXr9KrVy/q1q1LWFgYeXl5yl3ef1bdunWpV68eDRs2pGXLllStWpWGDRuSm5tLq1atMDMzw8/Pj//7v/97pv1I0qv06NEjevXqhYeHh3JNcXJywtfXl+joaKZNm4ajoyNWVlacOHEC+P1rUmXbSNLTqF+//hODcqA0MOdp+Pj4kJ6ejrOzM87OzsyYMYM+ffrwySefcPr0ac6cOcPYsWOZOXMmKpWK8PBwatasSdWqValTpw41atRg7NixODk5UVhYiLm5OT179sTb2xsfHx8yMzOxs7Nj9OjRHD9+nM8++4zGjRsTERHBiRMncHR0ZNCgQcrnVd++fZVAU+npHDx4ECsrK5ydnVmyZAnh4eHA/zJ7paen4+TkRK9evbC2tlYyFJmbmzNw4EA6d+7M0aNHAVi+fDnW1tbY2dk9Mevd4cOHUalU2NnZsXTpUgC2bdtG586dGT58eIXg3T/q8cwVmqBfgC5dupCWlvbEbZ+U4aVu3boYGxsrWS6eh/bt25OWloaHhwdHjhx5Lm3+WW+88YaS9UYTAKDRpEkT6taty5EjR7h16xYdO3Zk/fr1mJqakpaWxuHDh9m3bx81atQASo/54MGD2bFjB9ra2nz88cd0794dJycnPvzww5c+tt+iyYCUkJBAnTp12LlzJzt27OCHH34gMDAQHR0dYmNjiYmJeeqgHPhfcNjQoUNp3LgxISEhlJSUMHToUKysrOjYsSP//ve/adSoEQkJCTIo52+gd+/eJCcn4+7uTnZ2NkZGRtSvX1/596HmWvc4c3Pz310vIiICNzc3XF1diYyMBEr/XWlvb8+6desAuHv3Lt27d8fOzo6rV69iZmb24gYrSZIkSZIkSVI5MmOOJEmSJEnSYzZv3oyxsTGLFi1CrVbj4ODA7t27AfDw8MDFxQUAX19fIiIiaNiwIWfPnqWkpIQRI0bg7u6utDVt2jScnZ1JSkrixIkTdO/eHTc3Nx48eEBqaipHjx5FX18fKysr9u/fj0ql4u7du+Tl5aGrq0tMTAydO3dm8ODBNGvWjAEDBhAcHIy1tTUZGRn06dOHOXPmPPUd/2Xv+J01axZnzpxh5cqVABw5coRx48ahVqt55513WL9+PceOHcPGxgZXV1emTZtGQUEBDRo0ACAqKorIyEiEECxevBgoLUO1cOFCPDw86Nq1K8uWLcPHx4ewsDCqV6/O3Llzn+m10dLSQqVSsXfv3gp3khYWFvLRRx+hra2Nm5sbfn5+1KtXr9z2qamppKSkMHTo0GfqhyS9SJs2bcLS0pKwsDBCQkIAuHHjBnv37kVHR4f79+8zbtw40tLSiIyMZMWKFcBvX5M++OCDSreR/tkSEhKYNWsWxcXFFBYWEhMTw4QJE0hNTaV69eqsWLGC3NxcwsPDWb58OTY2NnTu3JkDBw4wffp0Hj16pJT2CQsLY/ny5aSnp6Otrc2+ffvK3cmvpaWl3On/uJiYGOWxJphM078mTZpw4sQJpkyZQocOHZgxYwYqlYpmzZoRGRlJRkYGW7Zs4eLFixQXF2NnZ8ft27c5cuQIR44cUUp/jB07FgBra2ssLS2ZM2cO69evf0FH9u9px44dyvGPj4/n0qVLFdbJzs5mz549pKSkMGPGDBYsWMDVq1dJTk4mPz+f4cOHs3nzZubMmUNycjIZGRmMGjWKr776qkLWu4iICLZs2YKhoSGurq74+fkxbdo0EhMTyc3NxcnJ6ZnG83jmiqZNmyoZlo4dO0bLli0rlCjSfPcwMjKqNMPL887GVFhYSK1atThw4ECF5ypb9qJ17dqVL774gvPnzzNixAigNDBUE4Q1atQosrKyWLFiBQkJCSQmJpKWlkb79u0xMjIq19Y777xD69atlXF4eXnh5eX1cgf0immCw06dOkWXLl148OABt27dYv78+ejo6NClSxfeeust7t69+6q7Kj0nVapUYcOGDejq6jJy5EhatGiBn59fhQBYTZYulUqFSqVCrVYTFhb2xPUA3N3dy/07FGDYsGEMGzas3LKkpKTnOSRJkiRJkiRJkp6SDMyRJEmSJEl6zIULF7C1tQVKywRoaWkppTJ0dHSU9Tp06ICenh5t27ZVAkByc3MrtOXh4cHu3bvZs2cPK1asICoqiqtXrzJhwgR+/vlnDh48SEhICIsWLSIhIYHAwEAAZTLxyy+/pF27duzbtw9PT09at25NTk4O3377LRs3biQkJITPP/+8QhBKZSwsLJRSUVD+x1xLS0v27dtXYZsff/yRxMREHB0duXv3Lt9//z3w+v34e+XKFYYOHUpxcTEtWrTA2Ni4wjoWFhZYWFj8blua4J8DBw7QpEkTWrRo8SK6LAFDhgxR7vp97733njhxD6Wvi6akzd/ZpUuXlLJznTt3BkrvlNZcf3744QdWrFihXJ80fuua9KRtJOnhw4fs2bOHNWvWMHfu3AqlfAYMGKCs+3iZno0bN2JmZkZCQgJFRUVMnz6dxMREhBDP7X3WoUMHACUDia+vL6dPn+batWtKFjZNlpObN2/StGlTdHV1lXOnrHfffZdp06Ypga3SHxMaGsrkyZNZvHgxwcHByvKyr7eZmRm6urpYWFgoGWdatWqFgYEBBgYG5Ofnk5OTQ9OmTdHT06NZs2bk5+eXy3rXuXNnPv74Y06ePImPjw9Q+trm5OSgra2ttPWs2UN69+5Nv379cHd3x8DAAFtbW65cuUK3bt0wNDRk5cqVGBoalitR1LhxY/r27cuUKVOUDC9aWlq0a9fumYOPH5eRkcHnn3/+3Nt9FmUzL7q5uSmv8enTp5XsQ2XP/ZycHDZt2lTutdIELP1VPos0gREvgiY4rHnz5mzevJnWrVtTr149Bg0axM8//8x3333H/Pnz0dfXfyH7f11ER0cDKP8G+js6ePAgH330Efr6+ty4cYOrV69SvXp1Tpw4wapVq2jevDn9+/fn+vXrVKlShZiYGKpXr465uTlmZmZ06NABX19fQkNDKSwsxNXVVclaJkmSJEmSJEnSX4MsZSVJkiRJkvQYU1NTDh06BJSWtVKr1dy5c4c7d+5Uetf0b90dbWpqytmzZ+nYsSNqtRozMzOuXbvGxx9/zKxZszA1Nf3NUgdFRUWcO3eOs2fP4ujoSEZGBmlpaRgbG+Pm5kZ0dDQqlUr5QftFcXR0JDExkePHj9O7d+8Xuq9mzZqxfPlyAgMDCQ4OpkmTJlStWhVHR0cMDQ2V9cLDw3F0dMTX1xc3NzfatGnDO++8gxCCzMxMTpw4wcaNG7G0tMTZ2ZkdO3aQkJCg/Ig9f/58pRTY+fPnK+1LQkJCpRkBpOenbMaK3wrK+Sdp3ry5MvmpKTtVNvPIvHnzSEhIICoqqtw157euSU/aRpI0QWAWFhYsW7bsN0v5/FaZHj09PQYPHsygQYMIDw9XSkY9q7Lv55s3b9K7d2/y8/Oxs7NT3sua88PIyIgrV65QUlJSacm2Fi1akJmZydq1a3n77bf/VH+ys7OZMmXKn9oWSif5i4qK8Pb2xsHBodz3CiidoF60aBHp6ekMGjToT+/nRahVqxbz5s1jxowZTJ8+naysLKA0KEPjp59+oqSkhJMnT9KyZUsA0tLSKCgoIDMzk+rVq1O3bl3S09MpKioiPT2dGjVqKFnvVqxYwa5du7h+/TodO3Zk+/btJCQkKCU21Wo1BQUFXLt2jZycnGcajyZzRWxsLMbGxrRo0YK5c+eyf/9+duzYQc2aNSuUKFq5ciXr16+nbdu2eHl5kZCQQHx8vBI8UzaLzbMGkpqYmHDgwAHMzc2fqZ3nSZN5cd68eYSEhJCZmYmXl9cTXwsjIyNOnDiBpaUldnZ2ODs7k5+f/5J7/frSlDXSnPOLFy+mpKSEpUuXEhsbS7t27di5cyd16tTB19eX27dvv7S+Pa9r+PNq569Ok3EsLi6OrVu30rBhQy5fvszXX3/NjBkzgNLrf2JiIv3792fNmjUAXLt2je+++46xY8cSFhbG4sWLSUxM5MyZM1y7du1VDkmSJEmSJEmSpD9IZsyRJEmSJEl6jI+PD1u3bsXBwQEDAwMiIiJwc3NDCMGkSZP+UFtjx46lZ8+eXLx4EV1dXd544w0ePXrEhAkTGDx4MOfPn6dWrVro6elVOsGup6eHmZkZkyZN4r333sPMzIyLFy+ira3NiBEjuHz5MoWFhUrGkd/yIu/4fZEeLy3m7OwMgIODAx4eHhQXF6NSqQgICGDz5s3Ex8dTrVo1hBDMnj2btWvX0qxZM4QQSiYHPz8/tm/fjrW1Nffu3aN169ZA+YwsarWa6OhoNm7ciIuLC7NmzXpVh+CV0gSUZWZmoqenx9tvv01KSgo//vgj9evXZ/v27VSvXh0nJycKCwsxMTHhp59+4tSpU3Tv3p2ioiLefPNNZs6cib+/P5cvX+arr75i06ZNNGrUiLt371KzZk0WL17M+PHjMTIyIj8/n+LiYgwNDWnXrh1nz56loKCA3Nxc7O3tcXV1JTIy8lUfmhemd+/e+Pr64u7uTq1atSo8b2lpiYODAw4ODk/d5p/ZRvpnKJsBw9/fv0Ipn7IqC/rSLCspKWHgwIEEBAQQEhLC0aNHsbKyeq591dbWZtasWWzatKnS53V1dRkyZAi2trY4OjpWuo6Xlxd79+6lRo0af6oP9evXr1BK5I/KysrC0NCQ7du3P1M7L9t3333Hhg0buHfvHmPGjCE6OhovLy/q1KmjrGNsbEzv3r3JyclRSuY1btyYoKAg0tLSmDdvHjo6OowaNYpu3bqhra3N3LlzK816N3HiRHx8fFCr1dSuXZv169czZswYHBwc6NSpE/Xr13/mMXl7e3Pv3j1atWqFjY3NM7f3d1bZ98idO3dWWO/xEjxAhWC2sgHl/4RMeE9StqzR8OHDCQwM5PvvvycgIOClvB8fL2f45Zdf8sknn1CnTh28vLxo3749Y8aMoaioiODgYIYMGYJKpaJLly4cOHCAoKAgQkJCWLp0KcuWLePevXtMnToVNzc3AgMDMTAw4MKFC8TGxhIaGsr58+epVq0ay5cvR19fn379+inl2h7Pwvl3UzbjmObfdGWzi5WUlDB69GhOnz7NnTt3lKxupqamSsak8+fP4+/vD0BeXh4ZGRk0atTolY1JkiRJkiRJkqQ/SAjx2vzXuXNnIUmSJEmS9HcTHx8vvL29hbu7u3B0dBQ3b94UoaGhwt7eXnh6eorc3FxRXFws3NzcRN++fcWtW7fEwIEDxdtvvy3OnTsntm/fLhwcHIRKpRLDhg0Ttra2ws7O7lUP66WZPn262Lp1q/K3o6OjKCoqEklJSaJ79+7CwcFB1KxZUwghxMGDB8XgwYPFsGHDRHZ2tujatasYMmSIGDx4sLhw4YKIj48Xffv2FYMHDxaffPKJKCkpKXcsHR0dlf8fPXpU9OzZU+zZs+eljvd1Ex4eLtzc3IQQQkycOFG4ubmJFi1aiDZt2oh+/foJIYTo3Lmz+O6774QQQlhaWorvvvtOmJubi6lTpwohhCgqKhL79+8XzZo1E0II8X//93/KsTY0NBRCCFFSUiKqV68uioqKhLe3t7CxsRH3798X+vr64v79+8LT01O0b99e2Yck/VUsXbpULF269E9vP2rUKCGEEBs3bhS3bt0q95xarRZeXl6icePGYsGCBX+47af5fLp8+bLw8/MTQohKr5cff/yx6NWrl0hKShLdunUTtra2wsPDQxQUFPzJEb9Yc+fOFWvXrv1D2yQnJwtLS0vh5OQkFi9erBwPa2trMWrUKPHWW2+JVatWiT59+ggzMzORmpoqhBDCyspKDBs2THTu3Fn5HHN0dBQDBw4Uenp6IiAgQHh7e4s6deqIoUOHCiFK3y9RUVHljvsPP/wgrKyshK2trUhNTRU//fST+OSTT4QQQjRs2FCcOHFC7Nu3T8yYMeO5HKM/q2yfy/onfWd5WTTXhT9Dc+5Krwc3Nzdha2srGjRoIGxtbUVAQMBL23d8fLxwcXERQgixevVqMW3aNNGuXTtRXFys9C0/P1+o1WrRvXt3UVhYKBwdHcWBAwdEcXGxsLGxEYWFhcr1Pi8vT7i6ugohhBg8eLBYuXKlEEKILVu2KN8Jd+zYIaZOnSrWrFkjJk+eLIQQYtiwYc/0OflXcP/+fSGEEBkZGcLDw0O8+eabori4WBw+fFiEhISIY8eOicGDBwshhFi4cKGIjIwUQpS/fvbv319kZmYKIYQoLi4WJSUlL3UMkiRJkiRJkiRVBBwTTxkLIzPmSJIkSZIkvQQWFhZMnjxZ+VtT8qCs2NhY5fHKlSuVx23btkVfX5+IiAiOHTtGRETECy8n9TrRlBbr0aNHuXT4X3zxBYsWLcLExETJeGNhYUF0dDQrV64kOjqaqlWrsnDhQo4cOcLs2bMZMGAAt2/fpk+fPixZskRpS61Wl8sEoWlLU9LlnywlJYWkpCRq1qyJWq3G1NSU//znP4SGhnL06FEAfv31Vz799FM+/fRTioqK+OWXX8jIyGDIkCFAaRaLsse3srIGN2/e5MGDB7i4uCglS/Ly8qhduza3b9+mTp063Lx5E4Bq1aq9hJFL0utBU+Jt06ZNdOjQgdq1ayvPaTKvTJo0ieLi4j/V/u99PtWsWVPJgFFZmZ6y2cTWrl3L4sWLK2SUKZuN7FWaN28eGzduZMeOHX9oO00JEpVKxeXLl4mLiwPg1q1bhIeHU1JSQqdOnUhPT+f48eMsXryYOXPmkJOTw/3799HX1ycgIIDTp0+TmprK3bt3qV69OlWqVKF9+/YkJyezY8cOwsPDOX/+PA0aNMDFxYWrV68yc+ZM1q1bR3JyMhkZGYwaNYqtW7dy9uxZ0tPT6dChA8nJyeTm5v4ls+JJv0+tVpcrZwj/rNKPBw4c4PDhw3zyySeVPqfJxle9enXu3LmjPJednV3p9eh1U/b7/6tQtpxhVFQU5ubm6OjoAKWZ1Hx8fIDS72makmUdO3ZER0eHpk2bcuPGDY4ePcrXX3+NEIIbN24obXfu3BmAc+fOsXr1amJjYykuLsbGxgYtLS1l35r1/s7KZhwbMGAAO3fuLJddrF69eqSlpeHh4UHjxo0xMTGp0MaUKVMICgqisLAQPT091q9fj4GBwSsYjSRJkiRJkiRJf4b2768iSZIkSZIkvWqOjo4kJiZy/Pjxf1RQDpSWFsvKysLBwYEePXooy/v06UOvXr0IDg5Wyv0MHz6c+vXrM2LECLZt20Z6ejrOzs4EBARw8OBBhg8fzt27dzl37hxGRkYYGhpy6NAh1q1bx1dffcXx48dxdnbm9u3bJCYmkpCQQElJCfPnz8fa2honJyfOnz/P3Llzlb+PHz/+qg7NS2FhYYGLiwt5eXncuXOHffv2MX78eHr06EGvXr0AaNSoEd9++y15eXkUFBTw+eef06hRI77//nsAiouLadSoEfn5+QAkJycr7WsCdoyMjPjXv/7Fvn37cHBwYPPmzdSsWVMJyrl9+3aF4KkXJT09nbi4ONLT0xk0aNAL209gYCBpaWl/attNmzZx+/bt59wj6Xl59OgRvXr1wsPDQ5l0nTRpEiqVCmdnZ9LT00lLS8PW1hYnJyemTp0KgLm5OQMHDqRz585K4Ju9vT2//voru3btws/Pj5kzZ5KTk4OPjw8dO3Zky5YtBAcHA1BUVET37t1xcHCgb9++lJSUMHfuXLZt28aFCxeoXbs2QggiIiI4cuQIUVFRLFu2DCcnJzIzM5953M+jzNOLFBoayp49e9DT0/vD261duxZ/f39lYhqgbt261KtXj4YNG9KyZUuqVq1Kw4YNyc3NBUBHR4f27duTmJhIw4YNWbRoEebm5qxZs4aqVauyb98+jhw5QkhICBEREbRt2xYbG5tyQY/du3enadOm6Onp0axZM/Lz89HS0qJKlSrExcUxatQoUlNTSUlJoUuXLs/vYP0JzZo1U4K4yiob0CU9nYSEBHx8fOjZsyddu3YFSj+bAgMDgdLrApR+jnzwwQfY29szceJEANLS0nBzc8PR0VEJujt69CidOnXi3XffLRe88ldw7NgxNm7c+Ie3e92vR6+LsuUMu3fvXi4IrGPHjmzfvp2EhAQlaFqzbklJCVeuXMHY2Jhp06axc+dONm/eXG57zWNTU1MCAtw8Ov4AACAASURBVAJISEjgwIEDTJ06lebNmyv7PnHixMsa7ivz4YcfkpSUxPHjxxkwYACNGjVi69atHDp0iJYtW2JgYMCBAwfYtWsXUVFRTJgwASh//WzVqhU7d+4kLi6O2NhYGZQjSZIkSZIkSX8xMjBHkiRJkiTpOfrwww8pKSkpt0ylUpXLRiD9Mdra2ixevJikpCR27NhBQkICurq6BAUFcfLkSZYtW6b8oN+nTx+CgoK4c+cOiYmJtGjRgri4OE6dOsXJkyc5c+YMb7zxBllZWezevRt7e3vmz5/Pl19+yZIlS2jXrh1xcXFKRoqmTZsyceJEvvjiC5KTk4mPj6d169Zs3ryZ+Ph44uPjlbt9/64mT57MlStXqFWrFrVq1aJ37964u7uzdetWfvnlFzZv3syKFSv49NNPqVWrFrVr1+bIkSMsW7aML774gpo1a+Lg4EDTpk0xMjKidu3anDt3Tmm/Vq1amJiYsGvXLkxMTOjevTtZWVl069YNlUpF3759cXR05MqVKy9tzJrAnN9TWeafl0UG5rzeNm3ahKWlJbt27cLQ0JC7d++SkZFBQkICc+fOZdq0aSQkJBASEkJ8fDzjxo0D4OrVq0RFRbFlyxZlkh2gSZMmeHh4sGLFCkaPHs306dMZN24chw8fpnnz5owdOxYozU61bds2kpKSePPNN4mLi8PW1pbk5GQOHjxI165dOXv2LKmpqXTs2JFr165x5coV4uPjadCgwe+OKzMzEycnJ+zt7QkNDeXgwYNYWVnh7OzMkiVLygWzLVy4EGtra6VvAIcPH0alUmFnZ8fSpUuf6RgnJCQQHh7+u+vt2rWL7du3P9O++vbty7x585gxYwaRkZHK8rLBgmUfl2Yyhtu3b/P999/TrVs3fv31V65du8aZM2fw8/MjLy+P4uJibty4wc2bN/nyyy8pLCykdu3aFBQUkJuby6NHjzA3Nyc9PZ2ioiLS09OpUaMGUJph4ttvv8XBwYFHjx5RWFhI1apVn2mc0uvl0aNHbN269XezxKlUKg4cOKBkggoLC2Px4sUkJiZy5swZrl27xqRJk9i0aRMLFy58qZ+nz8NXX33FoUOHqF27NrVr16ZGjRqYmJjw6NGjStf38vKiR48e5a5HNjY2jBo1CgsLC3bt2gXAggULsLa2ZsyYMf/obFN6enp4eHgwb9483Nzcyj03ceJEfHx8cHJy4p133lGWr1u3DltbWwICAnjjjTfo0aMHDg4OhIWFUbNmzQr78PHxUYLlnZ2dlWwxBw8exN3dnby8vBc+TkmSXg/R0dGkpKRU+tzTfreTJEmSJEn6q5KlrCRJkiRJkp6jr7766lV34R/twoUL2NraApS7YzclJYWJEydSVFTE2bNnSU5OJjg4mO+++46jR4+ybds2cnNz+fLLLwkMDCQqKoqMjAwaN25MaGgo69atU9L6a2trM3HiREaOHMkbb7zB559/Tr169V7JeF8GbW1tTp06Velz165dUx5Xlm1DU3pK48KFCxXWSU9PVx57eXk9VZ9edEmchQsXkpyczI8//ogQAl9fXy5fvszmzZspLi5myJAh1KlTBy8vL5o0aaL8gDx58mRcXFywt7dX7nDWlPDRBFp07tyZs2fPKs9/8803pKSk4OrqSmRkJCdPniQ0NJSSkhJGjRrFoEGDUKlU7N27F11dXVQqFd9//z27du3i3Llz+Pr6Mnr06Bd6PKQ/7tKlS+VKdOTn55OQkKBM/jZo0ID+/fszYcIE/Pz8GDRoEJ6enrRq1QoDAwMMDAyUDFOVOXfuHGPHjqWwsJDs7GxlUrOgoICQkBAyMjK4fv06rVu3xtnZmfHjx5Ofn8/HH3/M/v37UavV6Onp8emnnzJ48GDq1KnDlClT0NfX/81xGRkZsWfPHnR1dRk0aBBz585VSjwJIZQJ/+LiYhYvXkxycjJHjhzh0KFDAERERLBlyxYMDQ1xdXXFz8+PN95441kP92/y8PB45jauX7+Og4ODUoLk9OnTT1x30qRJqNVqEhISMDQ0pHr16ly9epWAgAAaN26MkZERK1aswNXVFQ8PDzZs2MCFCxewt7cnJiaGAQMGYGFhQVhYGI0aNeL06dP06NGDbt26oa2trZQas7OzY926ddSoUYNGjRphZGT0zON82ZYsWUJQUNCr7sZr6/FympqAr8d16NAB+F+Zx/Pnz+Pv7w9AXl4eGRkZ5OXl0aRJEwDatGnzorr8Qnz44YfExMSQlJSklLi0t7dn9uzZSuYgDW9vbwAla6LGrVu3iIiIoKioiFGjRuHi4kJ0dDTJyckcO3aMw4cPv8whvVYeL2dYNuuVpaUl+/btq7DNF198ga7u/35SjoiIICIiotw60dHRymMtLa1Ky69t3boVIQQ9evRgyZIl+Pv7K9+3NW0UFxfj4uJCeHh4pRm5/oqelF1Mkv4JNJnfnmTLli0EBgbSqlUrZdn06dPx9/evtMTb76msHKQkSZIkSdKrIr+VSJIkSZIk/ZdarSY4OBhHR0c8PT3Zu3cv1tbWWFtbs3fvXqB0kj0sLIwuXboQFRXFoEGDMDc3V0qVqFQqiouLyc7OxtPTE5VKpWRCkF48U1NTZQK4bDaTL774gkWLFrF3714l24CFhQXR0dGoVCqio6Np2rQpixYtIiQkhNmzZyvbtmjRghMnTijtqdXqCttKfy8hISH4+/uzePFicnNzWbt2LR9//DHr168H4MaNG6xZs4agoCAmTJjA7t272b17d4VJqbJmzJhBUlISkZGRXL9+XVn+eKaD8ePHs2LFCvbv388333xDUVFRhbYez54ivX4eL9FRpUoV3NzcSEhIICEhge+//x49PT1mz57N0qVLlfdOWloaBQUFZGZmUr169XJt6unpKRnZTE1NmT17NqtXr8bT01MJAoqNjaVNmzYkJibSt29fhBDo6Oigra1NXl4eKpWKpUuXYmZmBoCzszM//PADxsbGbNu27XfHdevWLXx9fZX3bUhIiFLiSVN+CUqD8po2bYquri6dO3dWlp88eVLJvpCdnV2uLNTvKS4uZuDAgTg4ODBw4ECKi4s5efIknp6eSgnCKVOmsHPnTqB0YmfmzJlER0ezaNEiAN5//32lLKImWEoTWBcdHU10dHSlJcYaNmzImjVraNOmDWPGjCE6OhpnZ+dyJUY0j5csWcLKlStJSEhAX18fS0tLqlWrxt69e3n48CF6enr85z//wdzcnCpVquDp6YmWlhanTp0iMDCQwMBAvv76a5KSkti+fTupqamYmJhw6NAhDh48qLzWTk5OyntsypQpzJo166mP5etiyZIlr2zff4UMKZqJxIcPHwI8MSDs8TKPpqamrFq1ioSEBFJSUujatSs1atTg2rVrFBQU8Msvv7zYjr8gN27coFOnTtSsWZOjR49y8eLFcs8XFRURHx/P2rVrK2xbt25djI2NMTExIS8vj5s3b9KkSRN0dHSwsLB4WUOQKpGVlYWhoSFJSUnlgnIkSfp7GDZsGGfOnAFgzpw5tG/fnr1791b6va6sRYsW0a1bN7p164abmxsmJiaYm5sTEBCAubk5qampQOmNEe3atVNKTufk5GBnZ4eRkRHNmjXjzTffxNHRkW7dujFr1izUajXW1taEhITQpUsX5fvv88zqKEmSJEmS9CQyY44kSZIkSdJ/bd68GWNjYxYtWoRarcbBwYHdu3cDpXfcu7i4AODr60tERAQNGzbk7NmzlJSUMGLECNzd3ZW2pk2bxkcffYSbm9srLXfzT+Pj48PWrVtxcHDAwMBAWd6nTx969eqFhYUFtWrVAmDEiBFcvnyZwsJCli5dyoQJEzh06BD37t0rN8FZt25d+vbti62tLdWqVWPBggVMnTq13LbS31e7du3Q1tbGxMSEtLQ0AMzNzZXJIy0tLSWA4vEJpbLZDXR0dNDX10dfX79cZovHMx3k5ubSrFkzoDS448aNG5WWyJFeb71798bX1xd3d3dq1apFjRo1qF+/PiqVCi0tLQYOHEiNGjX49ttvuX//vlJupXHjxgQFBZGWlsa8efPKtenu7k5oaCj9+vXjs88+IyQkhOzsbNLT0zE3N6dWrVpYWVkxZcoUjh07Ro0aNWjdujUAHTt2JC8vjypVqqCrq6tkFuvduzf3798HSkuT/J6VK1fSu3dvAgMD8fPz4/79+8ybN4/MzEyGDh3K/PnzgdLMOleuXKGkpEQpNajpR0xMDPr6+hQVFaGnp/fUx3Tjxo20a9eOVatWMXnyZG7dusXDhw/Zs2cPa9asYeHChfTr148vvvgCT09PNmzYQGRkJImJiQAcPXqUgoICkpKSWL58OQsWLMDKyqrCfjQlxgIDA8udbw0aNKCgoIC7d+9y8OBBioqK+Omnn8jMzGTMmDGcOHGCwYMHc/ToUVJTU4mOjiYnJwd3d3fGjBlDbGwshw8fpnHjxmzcuJHZs2czffp02rZtS8eOHZkzZw4TJkxg7969dO7cmTp16nDv3j0WLlzIrVu3iI+PZ8WKFU99vJ4HIQShoaGcP3+eatWq8c4773Dq1ClmzJiBl5cXUVFR6OnpMWTIEB48eICNjQ3Tpk1j0aJFLFu2DICvv/6aTp06YW5uTrt27bhw4QILFiwgKyuL06dPKwHPrq6uL3VsT+N1ucve29sbe3v7St+vlZkyZQpBQUEUFhaip6fH+vXrGT9+PD4+PrRp00bJnPNXUaVKFUpKSpg1axbNmjUjISEBOzu7Cp+Henp6jBkzhg4dOiif1xqPf44aGRlx9epV1Gr1E7MC/hOoVKo/HKT2vLMWfvrpp8THxzN06FDu37/P9evXqVu3rswoI0l/MYWFhfTr149Hjx5Rs2ZNPDw8WLZsGUVFRYSHh2NpacnMmTOpUqUKaWlp5ObmcujQIUxNTYmLi2PkyJH4+fkBpTfVxMTE4OPjQ506dejduzdxcXFkZWXRokULtLS08PPzIz4+ng0bNtC7d2+mTp2KWq3G09OTd999l61bt2Jubo6HhwdOTk7s3r2bYcOG8cEHH5CTk0N4eDh16tTBzc2NHj16lMvq6OLi8lKyOkqSJEmS9M8jA3MkSZIkSZL+6/EySE+acO/QoQN6enq0bdtWKWGUm5tboa0pU6YobUkvh7a2NosXL66wPCgoqEK5DM2kocaMGTMqbKeZrAgNDSU0NPSJ20p/L2Uzk1QWFFP2nFar1dy5cwdA2UYIQWFhIefPny+33v3795U79TUez3RQs2ZN0tPTMTEx4dKlSxgbG1OjRg2ysrKoVq0a2dnZFfoovX6qVKnC1q1bKywPCwsr9/eAAQPK/W1oaMiaNWvKLdNkYvH19cXX11dZvnHjRuWxphTIpEmTCAsLY/jw4eXamDhxovI4OTlZeazJ9va0nJ2dCQgIYNOmTUBpyZxp06Zx7949xowZo6ynq6vLkCFDsLW1xdHRsVw/fHx8UKvV1K5dW8lC9TQuXryolPbp0qULKSkpSvYYCwsL9uzZQ5s2bbh48SIPHjwgIyOD5s2bK4E5j2+fmJiItbW10r4QAi0trUpLjGm8/fbbbN68mbi4ON59912Sk5PJysqiQYMG3L17l+vXr2NsbIy2tjaBgYHY29srJXOMjY1ZtWoVw4YN49SpU6jVambPno2/vz/BwcFKKZ1ff/2VCRMm0K5dO6A0g1dxcTHBwcFP/0I9J9u2baNJkybMnz+fnTt3kpqayvXr1wkJCaFnz540btyYDz74oFwg8s2bN9myZQtJSUnk5uYSFBTEpk2buHr1KsnJyeTn5zN8+HC2bduGmZnZH5rkHz16NFZWVhw8eJD4+HglGMrb21vJdKcpKahSqbCxsWHv3r2MGDGCoUOHsm3bNiIjI+nSpYtyZ76/vz/Xr1+nsLAQV1dXwsPDCQwMxMDAgAsXLigB2i9b2YCJiRMnljuH4X/XhbJZ+zTHslWrVkrmKA0rKyuOHz/+wvr7Inl7ezN27FjOnz/Pw4cPqVevHtWqVePNN9+ssG5YWBiZmZl06tSJLVu2PLFNXV1dBg8ejK2tLTY2Nn8oSFB6vj7//HPi4+NJSEhg0qRJ+Pn5MX/+fGJiYjhw4ABFRUW0bdu23GeXJEmvn02bNmFra8vYsWMZOXIkUJrp7Pjx43h6ejJw4EBSU1OpV68e69atw9XVFQMDA8aPH09eXh4jR46kf//+QOnnmKGhIatWraJq1arKDQz6+vp4enri5ubGhAkTuHz5Mg8ePGDFihUcPnxYycbz448/UqNGDTIzM1m6dClqtZp//etfZGdn06hRI9544w0CAgLYu3cvOjo6qFQqfv75Z9q0aYOOjg75+fncuHGDKVOmKMHJy5cvV27wkSRJkiRJ+rNkYI4kSZIkSdJ/acog9ejRA7VaXemEO/xvIv23slho2nJxcXlt7riWJOnpdOjQgXHjxnHp0qXfnayLiIjAzc0NIQSTJk0CUCbkPTw8lPU+/fRTHBwcsLCwUAL6KjNp0iTeffddSkpK+Pe//42enp4yCW5vb0/dunWB8tlTRowY8RxG/c+TnZ3N4sWLCQsLY8mSJRWC935PdHQ0AQEBaGtrM336dPz9/TExMXlBvf1tmlIgkyZNqlAK4Hnq2LFjhXI6H374Ybm/NVkORowYUeG9aWlpyb59+/7Uvlu0aEFKSgre3t4cO3aMVq1aKRnLTp48ScuWLYHSgIaIiAicnZ0rbK8Jsjh27BgtW7ZUgt6gtEzQW2+9pZQYe/ToEXZ2duUCc/r27Yufnx9FRUX07duX0aNHo1ar8fPzY/PmzdSrV48rV65U2n9NdixNKZ2LFy/i5eUFlAYKpaWloaWlRZMmTThw4ACDBw/+U8fpeTp37hyrV68mNjaW4uJibGxsGD58OJ6ensydOxeoGIh86dIlTp48iZOTU7m2WrVqhYGBAQYGBuTn5/+p/tja2nLjxg2qV69eLhhqzpw5lWY41ARZubq6MnToUKZNm0ZiYiK5ublK/x49esTixYtp3LgxAwcO5Nq1awDY2dnx7bff/ql+Ss9XkyZNfvM9c/nyZQDlO7vmvQn/ux6VLTunCWAKDg5mxIgRHD58+JWWVfunu3HjBnp6eri7uzNnzhyioqJ4+PAhAwcOfNVdkyTpD7h8+TJvvfUWgFIiUFO2s1mzZoSEhPDrr7+SkZFBw4YNadGiBRkZGQwbNgwrKytMTEyYMGECFy9eVLIHnjp1ivr169OiRQvWrl1LRkYG3333HQ0bNkQIQVBQENevX0dPT4+goCDmzZuHEIJ//etfNGjQgO+++w47Ozvu3r1LXFwc/v7+uLm5kZiYSGFhIffv36ekpARtbW06duxInTp18Pb2xtfXl127dpULTl6wYIEsUS5JkiRJ0jOTgTmSJEmSJEn/9XgZpMom3J/W2LFjGTx4MJMnT8bW1papU6e+oF5LkvS81ahRg6SkpHLLymYvKFtewd3dvVwZO4Bhw4YxbNiwcsu8vLzw8fEhIyODkJAQoPJMBx07duTgwYMVttVM4Gs8nj1F+uPq16+vZLD5s4E5gwYNQltbm7Fjxz6XPpWdPP4jNKVAYmJiWLBgAUVFRXh4eFBUVETdunVZu3YtCxYsoGnTprRp0wZra2tu3bpFZGQkPXr0wNLS8rn0/0Xq06cPgwYNwsHBgQYNGmBlZYWenh4eHh48fPhQyb7Tr18/3nrrLc6dO1due0tLS5YtW0a3bt0wNDRk5cqVVK9enczMTLy8vKhTpw4AW7ZsqVBiTKN69epUrVoVFxcXjI2NycrKolGjRtjZ2dG7d29GjhypBOY8ntXq8WBeTaBR+/btOXbsGMHBweTk5JCVlYUQgjNnzijtFBYWPv8D+hRMTU0JCAjgk08+AUrLVPTq1YvIyEimT59OZGRkhUDk5s2b07VrV2JiYgAoKioCIC0tjYKCAvLz85VshI9nDPs9dnZ2+Pv7k5mZyZ07d/Dy8uKnn36iQYMGDBw4kOzsbCXD4dmzZ3n//fepVq2aEjx99epVvLy8MDc3V4I4tm/fzvXr1/n5558pKSnB29sbLS0tPvvsM9LS0ggNDS2XTUf6+/jmm2/YtGkTjx49kpkQX6Fp06aRnZ3N3r170dXVRUtLCx8fH0JDQ5WsG5Ikvf6aN2/O6dOn8fLy4tSpU3Tt2lW5OcnX15eePXty+/Zt/P39OXLkCH369MHf35+bN29y6dIlbt68ia2tLXfv3qV9+/Y8fPiQjIwMMjMzSU1NRU9PDyMjI/Lz8xk6dCgtW7bkl19+ISQkhNWrVxMYGEhAQACHDx/m3r17nDp1iv79+1NcXEytWrXo3r270tdatWpx5coVnJyciIyMZNasWUycOJFevXrxyy+/EBMTg5WVVYXgZEmSJEmSpGclA3MkSZIkSZL+q7IySI9PuJctuVB2AlXzWPN8/fr1/3CJEEmS/r5iYmKYP38+BQUFzJkz56Xt97333uObb755aft73R08eJCPPvoIfX19Bg0aRFxcHP379+f06dOoVCrCwsKYOHGick1XqVQkJCQwbdo0du3axcOHD5XAl9TUVLp3705wcDD79u0jPDycunXr4ufnx507d7CwsGDOnDlER0cTGxurZHzYvn07mzZtYtq0aRgYGPCf//ynQuDVHzV58mQAXFxcKC4uRldXl23btlGtWjXCw8OJi4vD1taWtWvXcvPmTbp27crZs2dJTU1l/Pjxz3ZQXxI9Pb0KZb5cXV0rrNeuXbtyWYMCAwOVx2UzaWg8XvIHKpYYK/t5r6enp5RaaNCgAWZmZjRr1oycnBxsbW1ZtWoVUPre+eyzzzh8+DBNmjSpsI+QkBDeffddoqKieOutt7C2tqZhw4b06dOHLVu2KOUSrK2tCQwM5Keffnrp57KPjw/vv/++kn1IpVLRp08fhg8fjq+vL2fOnKk0ENnb2xsHBwd0dHRwdnZm/PjxNG7cmKCgINLS0pg3bx5QGizVu3dvPvnkE7p16/a7/TE2Nub27dtoa2tTUFDAnTt3GDZsGPPmzePgwYPExMQo50Lbtm2Ji4sjOjqamTNnkpWVxd27d9m5cyfLli3j4cOHAFStWpVVq1Yxbtw4evTowdtvv029evXQ1tYmLCysQjadRo0avaCjLb1sH330ER999NGr7sY/3n/+8x9OnjzJoUOHeP/998nKymLmzJnY2dm96q5JkvQH9O7dm379+uHu7o6BgQEZGRnKc15eXgQFBeHt7Y29vT379+8nNzeXGjVq0LJlS65fv06HDh3o378/WlpamJmZkZWVhYmJCSUlJbRr144ff/yRKlWqkJ6ejoGBAW3btuWnn35i4MCBlJSUsHbtWoQQ6OvrM2fOHLKysujVqxdTpkxh7ty59OvXDzMzM4QQ6OrqYmlpyTfffEO1atUYPXo0lpaWuLu7Ex4eTqtWrdi8eXO54GRNoLEkSZIkSdKzkIE5kiRJkiRJkiRJL9g777zDO++889L3K4NyytuxYwczZsxApVJx+fJl4uLi8PHxwczMTAmsnDhxYoXtPvjgA8aNG0daWhqRkZGsWLECCwsL5Q5/TXmmhQsXMmDAAPz9/QkODubw4cNAaUDBqlWrGDZsGKdOnWL9+vWsXbuWZs2aVSiF+DwUFBQQEhJCRkYG169fp3Xr1kqARH5+Ph9//DH79+9HrVb/brk26X9CQkIwNjamQYMGAOWybGgmoDTvIzs7OxITEyu0MWHCBOXxjh07yj3XpEkTUlJSKmyzf//+J/ZJCEGPHj3IyckhMjISOzs74uLiePvtt596XE+ipaX1xGuIJiMOUCEQeciQIQwZMqTcMkNDwwqBVbNmzfrDfapduzZqtRoDAwPS09Nxdnbm6NGjeHh4kJ+fj62tLSUlJVy8eBEnJyfu3r1LYWGhcme8g4MDLVu2pFq1agA0bdqUoKAgUlNTuXjxIh4eHkrWnfPnz+Pv7w9AXl4eGRkZTwzMeTzo79KlS0yePFnJjKZSqQgKCsLIyIhffvmF8ePHs2DBAu7fv09sbCz6+vp/+FhI0t+BJutYdnY2t27dori4WCl9Y29vT3FxsbKOJEmvrypVqrBhwwZ0dXUZOXIkzs7OSmZKgKioKOXxjRs3mDlzJkZGRri6uuLg4MDt27dJSUkhOjqayZMn06pVK0aNGsWaNWuULJUlJSXY2NiwbNky9PT0iImJoUOHDqSkpFBQUEC1atUoKChg9erVrFq1ijVr1rBnzx58fHy4ceMGw4cP58svv6RKlSpMmjSpQqngsh4PTv7www/x8fF58QdSkiRJkqS/Ne1X3QFJkiRJkiRJ0khNTa2QtUiS/q6EEMoP197e3mzcuJFevXrRs2dP7OzsuHfvHoWFhfj4+GBra4ulpSXR0dEUFRXRvXt3HBwc6Nu3L4sWLQJKJ8NdXFwICgpiwoQJREdHY2FhAZROCo8bN46uXbsq59iWLVvo3LkzISEh2Nvbk52dzZQpU17Z8XgZQkNDWbt2Lf7+/uTk5PzmumUDZn744QccHBwIDg4mMzPzidtcvHiRTp06AdClSxfS0tIA6NChAwAmJibk5eURHh7O5MmTCQwMVNZ5nmJjY2nTpg2JiYn07dsXIQQ6Ojpoa2uTl5eHSqVi6dKlmJmZPfd9/5Wkp6cTFxcHlAZebNiw4TfXX7hwIV999VW5ZUuWLFEev/fee8+/k78jKysLQ0NDjhw5gre391ON469s3LhxWFlZoaWlRUZGBm3btsXExIRDhw4xf/58WrRoQWpqKq6uruzfv59///vfBAYG0rRpUx49ekRKSgr9+vXD09MTgGrVqrFz507c3d1ZunSpchd+q1atMDU1ZdWqVSQkJJCSkkLXrl2f2C9N0F9cXBzNmzevdJ3c3FxWr17N6NGjWbZsGbt378bLy0tmWJQkYP78+YwZM4bExERatWr1QoJW/5+9O4+Lqt7/OP5iE1dwF5cUccFMEdzYd0QWNcwtkF1iJgAAIABJREFUFYVcKL38Cq+3XFNCzLSrlabijrmESBq4gWwDogkpgmiWomAJoeCGYODAnN8fPObECJqZpd2+z8ejR+PZ5pwzM+cMc97n8xEE4c/l7e2Nra0t9+/ff2zrp9GjR7N+/XpatmwpDxs5ciTnz5/HwcGBnJwcRo0aBcD169dp06YNJiYmXL58maSkJD766CN5voYNG/LBBx/QvHlz1q5dS+vWrWnYsCFFRUVs2bKF/Px8oqOj0dbWJigoCDc3N+Li4vDy8iIrK4vPP/9crowYHh5O9+7dgV/DyUlJSXKQXxAEQRAE4Y8SwRxBEARBEAThhWFubs7UqVOf92oIwl/i4MGDdO7cmaSkJAIDA/n+++8BOHDgAF5eXiQmJvL1119jY2PDiRMnGDBgAIDcpig1NZWXX36ZTz/9lPT0dPT19UlISMDU1BRJkvD396dp06by840dO5a0tDS5ysfy5ctJTU1l8eLFXL9+HSMjI407W/8sjwsvhIeH11sx5FEUCgULFy7UWG54eDgqlare6Vu0aMG6detYvnw5ixcvlodraWnJjyVJorKykpycHHnYunXrUCgUbNq0Sb5YqKenR3V1tcbyTUxM5PU/deoU3bp1q3f5Xbp0YfPmzQQEBLBq1aon3t4nZWlpSUxMDMOGDSM/P18ebmFhQZs2bWjQoAGXLl0iJiamzjbUJzw8nM2bN//PhT5+bzCnPrWDOc+jQtV7771HcnIyurq6bN68mY0bNxIfH4+Tk9Nvhs9qf35+j/o+w05OTo+dp3Y7sGft22+/BeCjjz7i1q1bmJqakpubi4eHB+vXr+fKlSu0b98ec3Nz7O3tSUhIeKJKUUuXLmXKlCm4uLjg5eXF/fv3Hzlt7dCftvavP7XVDhf07t0bbW1tOnToIIf1OnTowO3bt59203+35xEeE14ctc+PH330kUarmefN29ubwMBAxo4dS4MGDZ736giC8BTi4uI4fvy4RkXB+nh5eVFWVkZaWhohISG4ubnJLUtTU1PZs2cPenp6mJub07t3bzw8PLhw4QJRUVG4ubnJbVhXrlyJnZ0dJ06coFevXgDMnTuXiooKzp8/z7Bhw3BwcGDBggU0b978T99+QRAEQRCE3yJaWQmCIAiCIAh/icLCQiZOnIhSqcTMzIyxY8fyySefoFKpuHXrFnFxcZw6dYqEhARCQ0MxNzfH3Nyc06dPExISwubNmykqKiI6OppOnTqxefNm+Ue/zz77TK5SIQh/FxcuXCAiIoK4uDiqqqqorKzE3d0d+LWyys8//4yZmRkKhYKrV69y6NAhjh49ypEjRzAxMaGgoIDS0lLeeOMNRo4ciZWVFa1bt+bmzZtoaWlx584dKisrOXfuHHPnzqVFixbcuHEDhULBTz/9RJMmTdi7dy8qlYr8/HwWLlzIzp07sba2ZsCAAaSlpfHRRx/h4eFBWFgY4eHhODo6kp6eLrfs+T1UKtVjwwv+/v5PuTd/DUWoy93XvjiutmHDBvbt20dZWRnjxo2TwzeDBw/Gx8eH2bNn4+/vj52dHR4eHvJ8gwcPxsHBAQcHB3mYt7c3Pj4+TJs2TR4WEBDAhAkT2LRpE2ZmZlhZWcmBq9qCg4M5efIkZWVlT9XO52HGxsbs3LlTY1hmZmad6dRtugoLC3F3dyciIuJ3PY86vPIs2iQ9Dw+fh+7cucPx48f55ptvsLS0lAMte/fuJTo6us45pl+/fvTr14/s7Gy2b99ORkYGOTk5ODk5sWbNGmbMmEFaWhrZ2dnMnDmT6upqAgMD8fX1xd/fH0NDQ06fPs2QIUM0gmF/RGhoKABubm5UVVUREBDAjz/+WOf98CzV/gzn5+dz5coVAPnu9D8z4Ofk5KQRAjI2NuaHH34AwMjIiH//+980bdpUDgIFBwdjZ2cnP9bV1WXPnj3yOte+S15NfWzr3r07R44ceaL1Uof+CgsLmTp1Kh06dAAgJycHMzMzQDOg93BY78+gUqnqHAdFe8N/ttrnx7lz5z7v1QE0z1+1z7ug+Z3gzzymCYLwYnr4nA+ax4Lp06czffp0jfFBQUEEBQUBMGrUKBYtWqQxvvb5XhAEQRAE4a8mgjmCIAiCIAjCX6J169bEx8ejq6uLr68vly5dAmqqgyxdupTExEQMDQ3l6X/++WdOnjxJZmYmgYGBZGRkEBkZSWRkJJMnTyYmJobU1FRu377NlClT+Prrr5/Xpgn/YOHh4fTt21euZvN7mJqaMnnyZGbPng1AfHw8KSkp8nhJkujatSs5OTlYWlpy48YN7t69y/Dhw2nYsCGGhoY0btyYvXv3sm3bNsLDwykpKcHV1VWjGsTXX3+NgYEBhw4d0qiWIEkS9+/f5/bt25SVlWms282bN1m0aBFKpZLAwEDc3NwIDw/n+PHjnDp1ivT09EduV1VVFZMmTaKgoICOHTsydepUVq9ejSRJzJw5k6VLl5KWlkZ6ejozZszA1NSUH374gczMTPkiuq6urhzcy8vLw8vLi6CgII1Qxbp16zSe187OjpdffplTp07h6urKlClT2LlzJ/Hx8QC4uLgQFxcn/1hfW+1wjL29fZ0f+Tdt2lRnnod/+Fc7fPiwxnS1LywGBwcDv1YXUSgUJCQk/Ga1kdjYWKqrq/H29n7sdE9KXWXFzc0NpVIpt0ybP3++/Bq4ubnh7+8vrzOgUY1l7969tGnT5pmsz58lKyuL06dPy5XYHj4POTs7Y2JiQmhoKPn5+XKgpaSkpN5zTFFREenp6Zw+fZrt27fzySef8MUXX9QJqb3//vssWLCAa9eusWbNGsaNGwfUvO6fffYZlpaWzyyY80dlZ2fj6elJZWUlUVFRfP755yQlJaGtrc3WrVupqqpi8uTJ6OvrM2TIEObPn4+dnR1paWkcPHhQDsI0btwYIyMjxo0bh7u7O5WVlQwZMoSFCxcyf/58UlJSaNCgAbt27ZJDKwqFgpUrV8rBxKioKIKDg8nKysLAwIBdu3ZRXFys8fxvvfUWr732GlpaWvTt25fVq1fL6wOwatUqzp07h5OTEyEhIfJ2zpgxg8rKSnJzcyksLGT+/PnPdD/WDv3NmTOH8PBwvLy8aNWq1TN9nt+iUChYtWoVkiRRWFjI6dOnyc/Pl9sbqvfVnxUUE/5c7777Ln5+fhQWFjJnzhzOnDmDn58fJiYmJCUlUVFRQVhYGBYWFjg5OWFtbU1CQgJvvfUWffv2JSsrC1dXV6ZNm0ZiYiILFy4kLS2NuLg47t69C8ChQ4e4desWo0ePplGjRujp6TFr1qzfPE8JgiAIgiAIgiAIjyeCOYIgCIIgCMLvplKpCAgI4NKlSzRu3JjZs2fL7TBCQ0Nxc3PDyckJW1tb4uLiePPNN4mNjSUhIYEuXbpQWlpKWloaRkZGWFlZ0atXLzp16sSJEyeIiIggNjZW7g+/atUqysrK8PLyYt68eaxcuZLdu3dz/vx57Ozs0NPTo6ioiPDw8D9UbUMQnsYfec+NGDGCt99+GxcXF4B6AyM+Pj6MGTOGqKgoysrKaNeuHfb29oSGhlJaWipXcLG0tCQsLIzi4mJ+/PFHevXqhVKpBCAvL48mTZoANe3ikpOT0dLSwtraGgcHBxo3boyBgYHG87Zp04a2bdsCNVVSSkpK6Ny5Mzo6Opibmz92u/bv30/v3r358ssvCQ0N5ebNmzx48IDY2Figpj0MwJIlS4iJiaFFixZ06dKl3mUdOHCAadOmkZeX98hwX20dO3akW7duJCYmoqury7Fjx8jNzaW6upru3bs/UfuaF9HDVQT+KHWVlU2bNtGwYUO0tLRwdnZm1qxZj53vSauxPByI+Sv4+/uzcOFCunfvLg9TV15TB5v69+/PjBkzuHPnDvn5+fTo0YOKigr27dunUXXtypUrZGdn4+zsjCRJcnWT7t2707BhQ7mi1aPcvn0bLy8vAJKSkrhx4waA3L6oUaNGz3z71eprsfYoWVlZpKenY21tTV5eHgEBAXzzzTeYm5vz8ccf4+XlhUqlQl9fn0OHDpGVlcWrr77Kd999h62tLdXV1Zibm3PixAlu3bpFfn4+rq6upKWlkZKSQlBQENHR0ahUKr799ltsbW1ZunQpx48f56OPPqJhw4ZUVFQQHx/Pnj17WLt2LeXl5aSmprJz507CwsJo1aoVAQEB+Pv7I0kSiYmJODk5ERwcXG+lGVtbW9atW8ewYcM02vRMnDiR2NhYtm7dytChQ5kwYcIz2+egGdQD5DBWberPTe0KAH/G9xb18VZdKehRXsSg2IvmxIkTzJo1iyZNmuDr60tWVpZGcEwd3GvdujWXLl3i/fffJywsjPv37xMXF0eTJk0ICQnRCLsZGxvz9ttv17ucli1bkpeXJ1eHfHheGxsbjh8/zs8//0z79u25d+8e169fZ/369SxevJjc3FwWL17Mrl27gJoWlsHBwQwZMoTU1FTMzc1JSEhAV1eXxMREeTvbtm3Ll19+yfTp0zl79iyxsbG8+eabvP7663h6ej6v3S8IgiAIgiAIgvA/pW5tb0EQBEEQBEH4DdHR0bRt25aUlBQOHTpEcHAwR48e5ejRoxrlokePHs3x48eZO3cuffv2JTg4GGNjY2xtbWnevDmmpqYcP36ctLQ0lEolzs7OTJo0icTERAoLC4Gaqh5t27bl6NGjfPPNNxgYGHDkyBEGDBjAsGHDUCgUvPvuu89rVwh/YwqFAh8fH1599VXs7OzYtWsXrq6ueHt7o1QqGT9+PA4ODowfP56qqiqmT5/OhQsXAFi9ejV79+4lODiYhIQEFAoFr776KsOHD8fW1paysjK5ComHhwevv/56ndLpWlparFmzhqSkJJKSkhgxYoQcmPD398ff3x99fX327dvHxx9/TJMmTWjUqBGdOnXi0KFDuLq6smvXLtq1awfUhCz69u1Lnz59MDExAeDTTz+la9eu+Pr6oqury9mzZ5k7dy6GhoZkZmYSERGBtrY2FRUVFBcXc+7cOXnd1CRJonXr1vz000+oVCrOnj372P16+fJlOeQwcOBAcnNz6201V1paSqdOnWjSpAk9evSoM14dYmjdujWVlZWMGjUKIyMjWrZsybFjxygsLCQ6Oppt27bh7OzML7/8Is977tw5Xn31VUaOHElERAQRERGMHz/+sev9V6iqqqrzvlJXLHFxceHWrVssXbpUbp8TExPDxx9/THh4OJs3bwbg7bffxsHBgWHDhnH37l0UCoUcjAwPDyc8PJzc3FxsbGxwdnbmww8/fOT6qKsROTo6cuHCBW7cuPFMWuyYm5s/dShHpVI90XROTk5UVVVpDHvvvffIz88nPDwchUIh75u5c+eyd+9e+vfvz0svvUSTJk0oLS2lvLyc8vJypk6dSlBQEIcPH+bbb7+la9eulJWV8fLLLzNgwAB2797NiBEjOHfuHDNnzgRqWtFZWVlx7tw5MjMz2b9/P9nZ2bi4uFBZWUlERATz5s3jypUrbN++ncOHDzN58mR+/PFHAPr168fkyZPp168fWVlZT7Wv6mNkZCRXu7h169ZvTm9oaEh0dDSenp7Ex8fTtGlTzpw5g5eXF3p6emRkZGBiYoKzszMZGRkA9O7dGy8vL0pLS5k5cyb+/v7069cPqPlc+/r6MnPmTDp27Mj8+fPR0dHBz8+P77//nv/85z8cOnSIDRs2AGBhYQHUvGe2b99e59gxduxYzp49KwdrHB0dUalUTJgwod6AmHp5ffv2JS8vTx5ua2vLyZMnyc/Pp3379jRs2PAP7OUX28PH20d9jv+KoNjf3eHDh1m+fDlJSUn07dtXDo69/vrrhIWFATVBvIiICN599122b9/O0aNH8fLyIi4ujpycHAoKClAoFKxdu5Zly5bx7bffystxdXWVQ1q3b98mMjKSf//733z11Vf1zmtra8vRo0fZsWMHEydOJDo6mnbt2rFjxw4cHByYNm2a/P0Zal5jfX39els71qZ+L6hDh3l5eXILtt8K4wqC8M8RHh7ORx99JIfs6xv/pN/jan9/VSsqKnrksgVBEARBEP4XiGCOIAiCIAiC8MRUKhXTpk1j9uzZxMXFkZCQgI2NDWfPniUjIwMDAwPOnz/PggULOH36NOnp6UydOpWKigratGnD1q1bOXLkCOnp6Vy6dImioiJ0dHSQJImPPvqIqVOnsnHjRkaMGMG9e/cIDAwkLS2NFi1aMGPGDNauXcuJEyfw8fGhqKiIkJAQWrZsyWefffa8d43wNyVJEtHR0Xh5eZGRkUFiYiIdO3Zk1apV9O7dm9TUVF555RW++uorRo8eTVRUFFDTWkhdEaO2AwcO4OXlRWJiIl9//TU2NjbExsbSokWLp15Hb29vAgMDUSqVNGvWrM74l156iVGjRjF69GhycnI4duwYI0eOlMf7+Phw/Phxhg4dSlFREXp6epiZmXHr1i0GDhzIqVOnMDMzo02bNvLFuYfp6uri5+eHjY0Nu3fvfmzlGRMTE06fPg3AqVOn6NatW70XBQ0MDCgsLOT+/fvk5ubWGf9wQMTGxob//ve/rFixQg4fKBQK/Pz8SE5Oli8uV1RUsGDBAnbs2IGnpyfHjh3j2LFjODo6PnKd/yrqakLq99XNmzepqKjgyJEjvPnmm2zcuJExY8bw1VdfAbBv3z5Gjx4tz1/7gm7tC8MPUygUBAQEkJyczLx58x65PuvXr2fOnDmkpKTQvXt3JEnC0NCQn3/+GUmSOH/+vMb0tauxPC7YlpycLF9seTiAolKpGDRoEIaGhrRq1Yrdu3djZWVFkyZNcHNzY8WKFTg5ObFgwQIGDhzIpk2b8PX1pV+/fsTFxQE1oZzLly9ja2vLxo0bNdbxu+++Y9myZcycOVMObuTl5WFpacns2bNZt24dmZmZVFRUcPXqVQ4dOiRXherVqxcjRoxAR0cHXV1dMjMzOXPmDGPGjGHevHn07duXZs2akZmZyY8//khycjJeXl6Ehoaybds2TE1NSUpKIiwsjCVLlvDFF18wceJEUlJS8PLy4p133mHZsmVAzcWnjRs3sm7dOrZv3/7E76GHGRsbs3PnTvz9/Zk2bRo6OjrExcURFRVFy5Ytf3N+9etZWVmJo6Mj7u7uBAQEMGPGDCRJYtiwYRQXF+Pi4sLWrVs1LuArlUp++eUXSktLKS4uBmo+16tXr2bo0KFkZmby6quvoqenx44dOzAwMCAjI0Oj4lB2drb8/0mTJtU5dujp6bFq1Sq2bdvGokWLqK6uJiQkhN27d2u0oFNTL+/cuXMYGxvLw7W0tBg8eDDvvvsur7/++lPu7b8H9fG2oqICgJycnHqnq32MFeo3c+ZMIiMjmTRpEkeOHKkTHIOaoJq2tjYdOnSQPx8dOnTg9u3bXLhwAYVCgZOTEzNmzKC0tFQjvGpmZsa9e/c0lqP+fNQ3b9u2bblx4wba2trY2try3//+FxsbG9atW4dCoWDTpk0aQayHX+NHVdR6+HyrbqMJ/GYYVxCE/335+fn4+voCNQHgBQsW1DtdfcEcf3//Ot/zAwMD653/ccsWBEEQBEH4XyCCOYIgCIIgCMITU1fKWbVqFR4eHgQHBxMbG8vLL7/MggULKC0tBWoq5VhYWLBgwQJWrlxJ79695TuHGzduzPbt2xk4cCCFhYX88ssvtG7dmu+++4527dphZmZGdHQ0TZs2xdbWFk9PT4YNG0bnzp1Zt24dkyZNYtiwYXz44YfMmzePW7duYWVl9Zz3jPB3VfsiWu3HVVVVdS7Aubq6kpyczI0bN2jWrJncHurhZf2RO87V4TdHR0c8PT1JSEjg7t27NG3alFWrVpGWloaTkxObNm3i3LlzbNq0CW1tbXJzc5kxYwZ3796lrKyMhQsXEhsby5UrV9DX12fFihVIksQ333xDSkoK2trajBgxglOnTvH5559rBHmg5mJ9YGAg5ubmzJ07Vx4GUFJSUiewUdvIkSM5f/48Dg4O5OTkcO3aNRQKBVAT5rh69SoA77//PsOHD+eNN97gpZdeksdnZmYCkJqaSkJCgrxfzpw5w/Tp05k9ezZ3797l559/pmfPnnVCP0VFRZSUlBAfH4+2tjZmZmb07dv3NysGPK2tW7fKj+ur4lJbfdWEalcMyc3NpWfPnly+fJlffvmFgoICunbt+tj566tw83CVkUdRh77Gjh1LgwYNAHjttdf49NNPGTt2bJ1AWe1qLKWlpY8Mtp05c0ae5+EASnh4ODdv3uTu3bvs37+ff//73/Ts2ZMHDx5w6tQpBg4cSGZmJjExMYSEhDB37lwuXbrEkSNHWLt2rVxdonXr1qSmphIWFoalpSVJSUlcv34dExMT0tPTOXXqFPv376eoqIi2bduSmprK/fv3adasGQMHDqRNmzacOHGC1NRUWrVqRVpaGidOnKB79+60bNmSbt26kZ6eTnJyMoaGhsydO1du/yJJEl999RUzZsygadOmrF+/nhUrVmBubo6/vz/NmjVj7dq1vPHGG1haWmJmZkZ4eDg+Pj7k5uaiUCieuC3Wn01HRwcPDw+SkpJwcXHByMiI8PBwdu7ciampKf/617/Q0tJCoVDg5uam8X7z8vIiKCiI1NRUjIyMgJr38Zw5c4iLi8PDw4MLFy5w8eJF7O3tuXPnjhyQU79X9fT08PDwYN26dQQGBtKoUSPs7e3ZvXs3b731FjExMdjb22Ntbc2ECRPIyMjAzs4OS0tL3Nzc6mxPSkoK9vb29OvXj06dOmmMmzhxorwdL5r8/HySkpLqHXfnzh327dv32Pnra1vl7e2NnZ0dKSkpz2Qd/wlqX3wGaNGiBevWrWP58uUcOXKE4OBgXFxcWLlyJefPn2fs2LEoFAru3r1LUVERu3btYuzYsSxatIjTp0/zySefcO/ePQ4dOoRCoaBnz56sWLGC0NBQ8vPzOXv2LCqViunTpxMXFydXeTp27Bgffvgh5eXlfPHFFygUCkxMTLC3t6ekpITmzZtz/fp1Ll++jI2NjRyu3bZt22O3z9vbGx8fHzn8+SjTpk1j/fr1eHh4IEnS37YN5POkUCgYPny4XBHv+vXruLq64uDgwKhRo6iurq5T3e7WrVs4OTnh7OzM22+//bw3QfiHevh89ODBA6ZPn05SUpIckLawsCAvL49hw4bh7OzM2LFjycjIIDMzk/79+7Njxw6N78QTJ04EakI6gYGBXLx4kaysLCIjIzWqRtY+BltbW8t/i6i/y4aFhWFlZcWcOXPk74OCIAiCIAh/J7rPewUEQRAEQRCEv4+LFy9iY2ODl5cXMTEx5OTkMGHCBEJCQhgzZgxDhgyhS5cu9OnTB21tbUxNTWnXrh36+vrcvn1bXo6FhQVaWloolUpsbGywtLTE3d2dW7duceHCBRYsWECDBg0YMGAAcXFxXL58mbi4OFq0aMHFixfR1dVFT09P/pFvwIABz2uXCH9ztS8y137co0cPTp8+jbe3N6dOnaJ79+7o6upibGzMxx9/jI+Pz2OXVfuOcy8vL86ePcugQYN+c33U4bfNmzejUqlwcHDg6NGjAHh4eMgXlEePHs2iRYvo0KED3333HdXV1bz11lsMHToUqAnHLF++HHt7e/z9/XFycqJTp04MGTKEe/fuce3atceux82bN1m0aBFKpZLAwEC5kkmXLl3Iysqqc8G7Nj09Pfbs2SP/W6FQaAQP/Pz8gJrP7enTpykvL8fd3R2oCbb0798fJycnXFxc5O3Ozs6mcePGKJVKNm3aREFBgVxZ5ssvvwRqgjwhISFs2bKFDRs2yK11tLS0mDBhwm/u+yehUqnqBHy2bt3KlClTnmh+dTUh9fvKxMRErpaSnZ1Nt27d5P2waNEieR/Unl/9flBXFFFXuIGayhhmZmZylZEHDx7IAcfa1FVWoGb/PkxdtUTN399ffqy+KKNQKDTCbG3atJEf9+vXj+TkZIA6AZTTp0/LQbXBgwdz7949OnXqxKBBg9DW1iY4OFgOaA4fPpxevXqhpaUlV6DQ0dEBoFmzZujo6HDv3j1WrFjB/v37+eabb/jpp5+YNWsW9+/fp7KyknPnzqGlpcW5c+eYMmUKkiQxf/580tPTWblyJZmZmdy7d4/y8nLu3r2LgYEBgMbrbGpqiq+vr3yuqaqqQqlUEh4ezu7duwkPD+ftt99m8+bNnDhxglWrVjFu3Dh5X6uruKhfM6h7vHgezM3NGTduHKGhoYSHh1NVVUVQUBBKpRJbW1tiYmLYsGEDenp6BAcHY2BgQEJCAmlpaYSHh2NhYUFISAjDhw+nffv2QM3rEh0dzfbt21m/fj3Tp0/n6NGjWFhYYGdnJwd4aq+DuoUfwNq1azXGjxs3Tt6XamlpafX+++F2gQDBwcHyYy0tLcaNG4eu7ov3U5j6QujDn3n4NZjz2muv/eZynJyc5IuVH3zwAR988IHG+Pr2lTo4+bQUCgUJCQkar+PD7ty5Q1JSkrwNv+e4+Txt2LCBffv2UVZWhrGxMe3atePmzZt89913mJiYEBoaysSJEwkLC6NLly5UVFQQERHBjBkzOHHiBFlZWQwZMgRLS0saN25Mw4YNyczMZMKECVhbW9OrVy90dXVZv349gYGBLF++HHd3d/Ly8rh8+TIBAQFYWVnRtWtX7ty5w/nz59m9ezdHjx7F0tKSQYMG0adPH+zs7PD09NQ419V+XdWPg4KCCAoKAmDUqFFAzTFaTf15UalUJCUloa2tjbe3t0b1KeHJVVRUEB8fz549e9i6dSsHDx6kUaNGLFy4kKSkJK5evUpAQAD+/v5IkkRiYiJOTk4EBwc/t/OCIKjPRw0bNmTWrFmUl5fTs2dPevXqRXp6Ot988w39+/enurqay5cv06ZNG+7fv4+pqSkmJiY0adKEsLAwvvvuO43v/8nJyaSmpvLBBx/ILTx//vlnPD09iYuLY+zYsWzevJmSkhL69+/PpUuXKC8v58hcigbjAAAgAElEQVSRI/LfIuHh4Rw/fpxTp06Rnp7+vHaRIAiCIAjCU3vxfo0QBEEQBEEQnguFQsHKlSupqqqisrKSL7/8kgkTJqBUKmnTpg2RkZG0aNGCwMBABg4ciIeHBz/88AMRERFATbWQEydO4OTkJN9dr76DOy0tTX5sYWFBdnY2kiTRokULUlJS5Du6KysrsbW1Ze3atZSXl6OtrU14eDjR0dG0a9eO2bNnA6BUKtm3bx9XrlwB4MyZM6JqjvBMtWjRQq760r59e+bMmQPUBGLGjh0rByEex8fHhzFjxjB06FCaNm36RHecq8NvUBMM0NLSkoMC6kAC1Hze9PT06NWrF+3atQOoE37T0dGhS5cu3LhxAyMjI5o2bcrVq1e5c+cOBQUFj12PNm3a0LZtWwC5zY+lpSWRkZFUVlbKAaDfY+zYsfzwww/cu3eP8+fPc+XKFS5duoSWlhZdu3YlODiYzZs3s3//fkJDQ4mIiKB///4sX76czMxM9PT0iI6O5rXXXuPy5ctcu3aNgoICjIyMeOWVV5g/fz6bN2+mc+fO6OjoMHnyZKysrCgoKHiiUNSjKBQKVq1ahSRJXLx4ESMjI1QqFbt27SIrK4ucnBy59RLUVAJKSEjgrbfeYurUqaSnpzNnzhyUSiVvvPEG58+fp3nz5hgZGdGxY0caNWqEh4cHFRUVchWDMWPGYGZmxoULFzTWZfDgwWzfvh17e3uaNWvG7t275ZZgXl5etGrVCoCYmBg+//xz7t+/r1H94Vl7VLDtUa1UJEli4MCBLFmyBICMjAy0tbUxNzcnOTkZlUqFjo4OOjo6GBoayq0O1dTjAcrKyqiurqa4uBhnZ2eio6MxNTVl586d8p3Uffr04dq1azRo0ABDQ0MaNWqEUqlk7ty5FBQUyO/txo0bM2XKFHJzc1m3bl2d7Zw/fz4BAQHcvXsXbW1tNm3aRHBwMHl5eVRWVrJt2zaCg4M5efIkZWVlGi2WjIyMcHZ2xsbGhgYNGvyhtlXPWu0QR+3wlfri/JAhQ+qd5+HpU1NT5cfqwJefn58cwlOrHahRKBR/OBDyexw7doz33nvvhdr/tW3cuJHjx4/zzTff8Morr5CVlYWBgQG7du1i48aNxMfH4+TkxN69e/nXv/7F9evX0dfXJyoqSj5HvMgeDhc9r2BOYWEhEydORKlUYmZmhq+vL7NmzaJJkyb4+vrKwSilUomfnx9vvvmmHGQpLCwkNDSUZs2a0aNHD1q1aoWxsTFbtmxh5cqVjBs3DldXV7S1tRk/fjytW7cGaipFVFdX06xZM95//335M+Tk5MSyZct477336N69O9HR0Xh7e+Pv7y/vp9WrV5OXl8eSJUvkqkkDBgyQA5r29vYcP36cAwcOaARi/6iysjK8vb158OABbm5udOzY8Zkt+5+kdkW8+Ph4pk6dSkFBAdevX6dHjx6MHTuW4OBgJk6ciK+vL25ubqSmpjJhwgQ8PT2ZNGnSc94C4Z8mPz9fDootXbqUDz/8kJKSEsLCwujRowe9evVCX1+f1NRUzp49S1VVFefPn0dPT48BAwZQUlKCUqnEysqKfv36sWbNGmJjYyktLeWTTz7Bzs6Or7/+mnPnzmFgYECjRo1wcnJi5syZ2NvbAzUh8/T0dEaPHk1ubq4c7C4pKZG/4z9pJVJBEARBEIQXjQjmCIIgCIIgCLLfurPTzc2NOXPmcP36dfbt28eiRYtwd3dHkiRCQkKe+Hn27t3LmTNnWLZsGQ0aNGDYsGE4ODgwePBgmjdvXmf6ESNG8Pbbb8sXTIKCgvDx8WH06NEMHTq0TrsVQXgST3NR2svLi7KysjrTqpenXlZ4eDhffvkl+/btQ1dXlxkzZmBiYvKb62RqasrJkycZNmwYKpUKlUolt4hTt5IqKiqSwwoFBQUUFBTQsWNHjQBDdnY2gwcP5urVq7Rt2xZTU1M+/fRT2rdvT3V1NVpaWqxfv/6R6/FwmKJ169b89NNPqFQqzp49+5vbUZ/w8HAyMjL4+OOPcXNzY8yYMTg4ODBr1ixGjhzJuHHjmDJlCq1atWLjxo2MHDmS3NxcLl68yPXr12nWrBnOzs5s2LCB0NBQDA0N2bx5M+7u7kRGRjJv3jyioqIYNGgQ5ubmHDhw4Jnd5f/gwQNiY2O5f/8+jRs3JiEhgQ0bNrB06VL69u0rBwyWLl0qX2gbMmQIU6dOZdGiRcTExNCsWTOGDBnC4cOHcXd3Z9myZVhbW9f7fL1799ZoiVX7/flwRRGAI0eO1Bn2cJWRF4Wfnx9r167FwMAAPT09pkyZwqxZsygtLSUyMpLQ0FAkSaK0tJTq6mq0tbWRJInKykru37+PoaEhAMXFxdjb28sBJpVKxcWLF1mwYAGBgYH07t2btm3b0rt3b7kqT6dOnejSpQurVq3i3r17KBQK/Pz8mDNnDtXV1cTHx9OyZUtAM0TSpk0b9u/fr7EdDwc8li9fXmdb1ceEefPmMW/ePI1x6uUbGxvXW+nln6D2MfjPZm9vzzfffPOXPNfTCAgIwMTEhFdffZWwsDBSU1PZuXMnYWFhBAQE8OOPP8qhp/DwcBo3bszmzZvZs2cP06dPf85rX3PO8fT0pLKykqioKIKDgx8ZLvL09JQDjWvWrCE7O5vPP/8cHR0d1q1bR79+/bC2tmbgwIGkpqYyb948IiMjyc3NZceOHXI1tKfRunVr4uPj0dXVxdfXl7Vr17J8+XKcnJyQJImrV6+iVCrx9/cnICBAbr0Gv7a1KiwsZOrUqXKVqEdVwnr4PGpqaoq7uztr1qwBasI/BQUFnDt3jurqarlqWn1Vtrp06UJOTg6ARqvAiRMnMm/ePAwNDeu01/wjDAwMOHbs2DNb3j+V+nXMzs6ma9euKJVKdu/ezYIFC+QWYbWr2zk7O8t/T5mbm4tgjvBc9OjRA0tLSxwcHJg7dy5lZWW0atWKjh07cv78ecaMGYNCoeDKlSs0b96c+Ph4Jk6cSGFhIc2aNePll1/m6NGjuLi4kJubi5OTE1FRUTRu3JibN2/StGlT+vTpQ4cOHfjll1/o06cPZ86coWnTpkDNsbFTp07o6urSo0cP4Nn9LSIIgiAIgvC8iWCOIAiCIAiCIPutOzt79OiBp6cnu3fvlud5uHJG7Tvga1/YrP14xYoVrFq1Sv73okWLWLRokcZygoKCSElJoXv37mhpackXMmo7cODA023oM3T48GH5QvDUqVOf9+oILxhvb2/Kysro1q3bI0MYtY0YMYIDBw7g4OBA06ZN6w2/FRUVoVKpAOjUqVO9d7Lv3buXoKAg3njjDRo0aMDSpUuZMmUKlZWV6OnpyZVZnpSuri5+fn7Y2NhgbW39RNV/aquurubdd98lLS2NoqIiiouL2bRpE7du3aKoqIi8vDwGDBiAtrY2y5cvZ9euXaSkpPDf//6XadOmMXPmTLp06aIRPqrdRunu3bvk5eVhZmaGjo6OPO63SJLEsGHDuHfvHp988glaWlr079+/znTqYStWrCAxMRGlUsnLL79c7zLV1YzUrZCys7MZMWIEACUlJRQXFwN//xZ8vxVsU7ddqy+AcurUKXl6lUpFWVkZly5dYs2aNSxatIjFixfj6elJSEgIQ4cOZdOmTdjZ2TFs2DD5YrGJiQmJiYlcvXqVCRMm0K5dO1566SUcHR01KrUcPnxYrnLVrFkzUlNTNarfFBYW8sorrxAVFfUn7SlBeHKXL1+WjzcDBw4kJSVFY7xSqeTdd98lJyeH0tJSRo4c+TxWs47awW511cPHhYsOHDiAQqGgurqaqVOncvz4cQoKCggMDOTgwYPcvHmThQsXUl1dTf/+/cnPzyczM5MtW7awevXqp17PmzdvMmPGDO7cuUN+fj7bt29nz549bNmyhf/7v/+jbdu2pKamMnTo0DqhsdptrebMmUNqaqpG9bLaLVvq069fP4yMjOTKkuPHj8fd3Z22bdvi4+NDcXExu3btqrfKVvv27RkwYAD29vYawaSePXvy448/snDhwqfeJ8KfR09PT66It337dkaOHMmpU6cwNDSkR48edarbZWRkMH/+fJRKpXwOFYQ/24kTJzQqh5WUlPDVV19x8OBBWrduTe/evdm7dy8FBQXo6emhVCoBOHr0KGfOnKFnz54YGBjQrl07jI2NSUpKwt7eHmtraz777DN0dHTQ19dHoVBgYmLC4MGDKSgooGfPnmhpaTFlyhR0dHTksKOenh6FhYVUV1eTm5srr+cf/VtEEARBEAThRSCCOYIgCIIgCILst+7sBOSLzX8mlUqFubn5C1WmWqVS1bvtX3/9NV9++SW9evV6qvmF/x0PHjxgzJgxVFZW0qJFC4YOHcqDBw9o37693LIiNjaWiooKwsLCsLCwwMnJCVtbW+Li4njzzTdJSUkhJyeHFStWMHToUJYtW4a+vj4VFRW0bduWjIwMoCYQN23aNLp3705ubi7t27fHyMgIR0dHfvjhBxISEtDV/fXPve7du9epqqIOSXTv3l0epr5o+nDLGYBp06bx1ltvkZ6eztatW3/XvsnKyqJdu3Z89tlnBAYG8uDBA+Lj43FwcEClUmFiYkJmZib29vasXr2apUuX0rt3bz755BM2btzIhg0bWLFiBffu3ZOX+XA1gq5du5KTk8PAgQM5f/78E62XOqxx6NAhwsPDqaqqqjeYo62tzc2bN1EoFBw7doz4+Hh27dpVZz3q+7eFhQVRUVE0adIEpVIpX0gQx4Ma2trabNmyRWPYw4HP6dOna1QFcXJyIjExEV1dXbp160Z6evojl/9wlav6qt/Ufr8Lwl9t48aNrF+/npKSEgC6dOlCREQEN27cwN3dHT09PQ4dOoSvry8tWrTgp59+orq6mtLSUvl72/NWO9i9YMECZs2aBdQfLqqtuLiYLl26oKenh7GxMXfv3gVqPqfqNo3dunWjYcOGdOjQQaNl49PYvXs3Pj4++Pv7M3HiRO7fv69RBWf9+vW4urrSuXNn1qxZw//93//J8wYFBcltraBuVbLmzZvL59BHBRcXLFggtz1Uq6+lW31VtkJDQ+vdplatWuHp6fmb2y789czNzTVet8zMzDrTPPw+ep7no/z8fK5cuSJXKP0tz6slnfBsHT58WK4clpeXx7Jlyxg1ahQFBQXs27dPDrxfvXoVa2tr7t+/T9u2bdHX12fq1Kl89913VFVVUVJSQt++fUlPT6e6ulquSvjgwQMWLlxIeXk5b775JlevXgWQv/9v27aN7t274+TkhLGxMfv27WP48OF0796dyspK4Nn8LSIIgiAIgvAiEL8ECoIgCIIgCDL1nZ3r1q3D19eXmJgYvL292bNnD8uWLcPPz4+ioiKsrKywsrIiISEBqLkAsWDBAgYOHMimTZvw9fWlX79+xMXFyeP/85//YGVlxYQJE9DV1WXbtm04OTkxcOBAjh49ikKhwMzMjMDAQIyNjVEoFHTp0oUbN27g5OSEs7Mzb7/9NlATHrCyssLW1la+KGVtbU1gYCDm5ubExsY+1fYrFAqGDx+Op6cnLi4uZGZm4uzszOjRowkPDyc9PV0OUmzbto20tDRiYmLw8/MjLS2NgwcP4uDggI2NjbwOVlZWzJgxg//85z9/9OURXnBff/01gwcPJjY2lmbNmgFw48YN9uzZw5QpU3jnnXdISUlh165d/Pe//5XnGz16NMePH2fu3LmsXLmSI0eOyO2KHp5n8ODBmJubk5iYqNHiYOPGjbi7u5OSkoKpqemfsn1r1qzB0dGRoKAgZs+e/bvmfeWVV8jNzeW9995DW1ubW7duMWnSJFq2bMmWLVsYO3Ys9vb2bNmyhSVLlrB48WIOHjyIlpYW5eXlDBw4kNzc3Me26vjPf/7DO++8w8iRI2nRokW9d9JWVVUxfvx4HBwcGD9+PO+99x7JyclMmzaNjRs38vHHHzNx4kQkSWLGjBm4uLgwd+5cKioqyM7O5vvvv6d169b4+fnJdwwPHjwYHx+fR7b9+OCDDxgxYgTOzs68/vrrv2u/CfVTKBQawTPh0cLDw+UKW8KLKSAgQL7o2KFDBwoKCpAkiZdeeokrV65gZGREeXk5ZWVlcuUxXV1dnJ2dycjIkI9Fz1PtYPekSZM4ffo08GsrJj09PbkdI/waYGzTpg35+fkolUry8/PlVnWPawn1R7i4uLBy5Up8fHwoLy/nhx9+wMHBgWHDhmkEaEJCQrhw4QIRERF/6Pn+bN7e3ri6utKgQYPnvSrC/4D8/HySkpKeePqnCUbcuXOHffv2yf+uHX6rLTMzEwsLC5YuXfq7n0P4fWbOnElkZCSTJk2iuLgYc3NzTpw4wbVr1xg0aBC2trZMmTIFU1NTvLy8kCQJIyMj+vfvT/PmzdHW1ubBgwd069aNnTt30rVrV1566SUyMjLo0qUL+fn5TJ8+nfT0dE6ePIlKpUJfX5+LFy/i4+Mj3yCgPg8OGDCA06dPs3XrVho1aqSxrn/kbxFBEARBEIQXgiRJL8x/AwYMkARBEARBEITnIzk5WVqwYEGd4fv27ZPmzZsnSZIkVVdXS7a2ttLdu3elu3fvStbW1pIkSZKjo6OUmZkpVVRUSC1btpSKioqkgoICafjw4fL4tLQ0qaqqSrK2tpYqKyul8vJySZIk6c6dO9KQIUOk5ORkqW/fvtLu3bvl9encubMUGxsrLV68WJIkSVKpVFJVVZU0aNAg6cGDB1JeXp7k7e0tSZIk9ejRQ7p+/bp07do1ycfH56n3gZubmyRJkhQRESEtW7ZM6t27t1RVVSVJkiS5u7tLd+/elVQqleTq6ipVVlZKfn5+0qVLl6Tq6mrJ0dFRUiqVUmVlpeTi4iJJkiR169ZN+umnn55qfYS/l2XLlkmHDh2SJEmSwsLCpG3btknjx4+Xx4eFhUn29vaSo6Oj5OTkJElSzWfjwYMHkiRJko2NjTytnZ3dY+dRKpWSJEny+++tt96ScnJy/vyNfIGp90lVVZVkaWkp/7u2yMhIKSQkRJIkSVqyZIn00UcfSRMnTpQkSZK2bdsmbdq0SZIkSYqJiZE+/PBDSZIk6fDhw9KHH34oJScnSyNGjJAkSZJCQ0Olr7/++k/fJkH4o2ofL4QX11dffSW98847Unp6utS5c2fJ0dFR/k+SJPn7liT9en6QJEkaN26cdO3atb96dTUkJydL3t7e0tChQyVHR0eppKREmjlzpmRnZyd5enpKt2/flqqqqiR3d3dp1KhR0s2bN6Xx48dLr732mnThwgUpPDxcsrS0lKytraXMzExJkiTJ1tZWXr76cV5enny8FgTh2Rs/frzUuXNnycXFRXJxcZHs7e2l1157TaqqqpIuXbokWVtbS05OTtLSpUulDRs2SAYGBpKjo6N09uxZ6cCBA5K9vb1kbW0tHTly5JHP8aSf46VLlz52OcKzc//+fUmSJKmgoEDy8PCQX5/k5GRp8eLFUnp6uvTGG29IkiRJO3bskJYtWyadOXNG43VUqVSSn5+flJiYKLm6ukrFxcVPvT4KhUJycHCQLCwspP379/+BLRMEQRAEQfhrAKekJ8zCiFvMBEEQBKEeWVlZqFSqettZCMI/zcWLF7GxsQFqWo5oaWlhYGAAgI6Ojjxdnz590NPTo1evXnL7AXXLgaKiIrKzs7G1taW0tJTo6Gg+/vhjLl++TFVVFUZGRvJyBgwYgJ2dnVz63cHBgbCwMExNTVm4cCE3btyQy6x/9tlnGm0P2rZtC9Tcjfm0ardj2LRpE/369ZO3Mzs7mxEjRgBQUlJCcXGxPF9JSQkXLlzAzc0NqKmUIkkSbdu2pVOnTk+9PsLfR9euXcnOzsbLy4szZ85gZWWl0a5o3bp1nDlzhsuXL2u05VFXA6ivKkB986grD9SuGGJqasrJkyfp06fPP7Zt2pUrV5g2bRrl5eVMnTq13ooqly9fls/tAwcOlKs6PExdKSEuLo6qqiqsra2BmuMcQMeOHeXjTO3WD0VFRWzZsqVOq5L6BAcHU15ezuuvv86AAQPqjFcoFOTn52tUcRCE2goLC5k4cSJKpRIzMzM+//xzAgICuHTpEo0bN+aDDz4gKysLV1dXpk2bplFl60XyTz1mqX3//fds2bKF6Ohobt++zaBBg4iKigKQq+HU3j/NmzcnPz+fjh07cuXKFfm7z/NSu22TmrrqW23qKopQ01JKrVevXvj5+WlMW7udj/qxsbGx3CpKEIRnLyAgABMTE5YsWUJFRQWNGjVi4cKFJCUlcfXqVQICAvD390eSJLS0tPjiiy9QKBSoVCr+7//+j6SkJI4fP86IESMYMGAA48aNIzIyEqVSSZs2bYiMjGTjxo3Ex8fj5OTE3r17GTlyJGlpafj5+ZGfn4+2tjYbNmxg48aNGBoaUlxczKFDh4iIiKCqqgp3d/ffVdVH+G0bNmxg3759lJWVMW7cOHJycjTGDx48mO3bt2Nvb0+zZs3YvXs3zZs3p0uXLtja2qKvry9XQercuTOrV6/G19eXqKgomjZt+rvXx9HR8bEtEAVBEARBEP7ORDBHEARBEB6iUqmIiYlBqVSKYI7wj1LfhRX49YL/sGHDUKlUqFQqSktLAeptS/ColgM//fQT1dXV3L17l+bNm3Pp0iUKCwtZunQpX3zxhTzdwxfnIiIieOmll9i/fz99+vSha9euGBsbExUVxaRJk+pte1D7eX+v2u0YXF1dOX/+vDzOwsKCqKgomjRpglKp1GiV07p1a/r27UtcXBw6OjoolUq0tLT+0Rcb/2l8fHwYPXo0Q4cOpUWLFnXGDx48GAcHBxwcHJ54mfXN4+3tjY+PD9OmTZOHTZ8+ncmTJ7Njxw66dev2VO0F/u569uxJamrqY6cxMTHh9OnTeHt7c+rUKY3wjp6eHpWVlUDNcW/y5MlymXylUsnx48frPc6oWz+4uLhgZGRUJ5TzuNDB0KFD6w3lCMKTaN26NfHx8ejq6uLr68vKlStp27Ytmzdvlt935ubmJCQk/Kmtv1QqlUYgaPbs2SxcuBCA0NBQ3NzcsLOzkwMWTk5OKBQKnJycGDx4MIWFhYwaNYply5bRtGlTRo4cSaNGjTh9+jQ//PADkiTRvn17jTDH/5KPP/6Yn376CTc3N4yMjPD29sbBwQEdHR1cXFx4//33NaYPCQlhwoQJVFdX869//avetn2CIAhPq7y8nICAAAoKCrh+/To9evRg7NixBAcHM3HiRHx9ffH09JSnr31zQl5eHi1atCAxMRGAyZMnawR8AgIC+PHHHzVCdkqlkmvXrpGSkiKHfvz9/bGzs8PNzY3IyEju3bvHiRMn5BsghGcnKCiIoKCgOsNr/zZQX9jy4TZj4eHh8uOnbSstCIIgCILwv04EcwRBEIR/hIcvGDg4OBAbG0tFRQVhYWFYWFjIFwcKCgpIT0+nrKyMK1eusH37diZNmkRBQQEdO3Zkx44dAHWGpaWl8cknn6BSqbh16xZxcXFPdYeQILxoRowYwYEDB3BwcKBp06YsWrQId3d3JEkiJCTkiZdz6tQpbGxsMDMzQ09Pj759++Lg4ICBgQH6+vqPnC8kJIR27dphaWlJv379SEtLo1GjRvTo0QMtLS25H/2zoqenh4eHBxUVFaxcuVIjmPPBBx8wYsQIVCoVLVu25KuvvpLHaWtr8+9//xtXV1e0tLTo3bt3vT9iCv+79PX1OXDggMaw2tVONm3aVGee2u/f+ioE1DdP7R/QR40aJQ+v/X4U6jdy5Eh8fX1xcHCgffv2hIaGcu7cOQCsrKzw9/fn3LlzrF69mrfffhsXFxd++OEHWrVqRePGjXnppZd49dVXuXr1KsXFxURFRZGVlUVJSQn79++XK1nk5+fTvn17GjRogIGBAcnJyVhZWdGuXTsGDhxIr169OH/+PFeuXOGzzz7jww8/ZN26dSQkJGBgYEBCQgKDBw/GwsKC3NxcJk+ejL6+PkOGDGH+/PnPeS8KL4qbN28yY8YM7ty5Q35+Pj169NCocPdXiY6O1ggEOTg4cPToUQA8PDweeyF15MiRWFtb4+vrS2RkJMbGxkiSxMGDB+ncuTPr168nPDycNWvW/FWb85fbsmVLnWFvvPGGxr9rnx8sLCw4ceLEn75egiD8s6grMsbFxdGzZ092797NggULkCQJPT09Vq1axYMHD7C1tcXT01MOK9e+OeH69et88MEHTJ48menTpxMWFqYR8OnRo0e9z+vn54evry9dunRhyZIlGuNfe+01oqOjSUpKkkOfgiAIgiAIgvB3JG7fFQRBEP4R9u/fz6lTp4CaO9wfPHgAQEVFhXyBKysri8LCQo274QGioqLkC/Pnz58nMjKy3mFZWVlkZGQAcO3aNQ4ePMiJEyewtLTExcXlH1m9QPjfoK2tzZYtW0hNTeXw4cMMHTqUkydPkp6eztChQ4GacIH6bvz6wgW6urrY2dmRnp4uh3AcHBz49ttvmTRpklxhYsSIEXTv3h2ouUuva9eu7N27l1atWqFQKPj0008ZNGgQ33//PaWlpZSUlMitp2o/7x8J65ibmxMbG4tCoWDAgAEad3QOHjyYxMREkpOT5RBEeHi4vM5eXl4oFAqSk5PlUE7t9RKEv5JCofhLLmD8nc5venp67Nmzh9TUVPbs2UOPHj3kz3i3bt04duwYa9asQUtLizVr1jBr1iwCAwM5e/YsixcvlivpZWVl4eHhQXFxMTt37sTa2ho3Nzd27dpF48aNWbVqFSqVioyMDHx9fZk+fTpBQUEMHz6cZs2aERERIV+ccnV1ZcmSJXTu3BkTExMWLVpEWFgYjRs3xtDQEIVCQUBAAMnJycybN++57TvhxbN79258fHxQKBTY2trSr18/Tp48CdSE0uHXC61/pke1vDQwMNBoeQl1K9qpK0YtXLiQ0NBQ/P392bVrF59++imffvophoaGzJ8/X65mdfDgQcwsJvUAACAASURBVBwcHLCxsZHvyH/nnXdwdHTE3t6eH3/88TfXV13lqqioqM4d/0/C39+f/Pz83z2fIAjCi6xPnz4cP36cdevWERMTw7Bhw+RjXUxMDPb2/8/efYdFcbUPH//SYkFRFAhiRw0aQTE2FISlCLYgChYEBRtGTNHEGo0SoyKaaHyMjaCijz12sBAQFsSWaISQPBg1iqiIgqACCi4w7x+8Oz8WsCWWaM7nunJlmZ2ZPWecnZmdc89996Bbt24MGzYMgMaNG+Pp6cn58+flhxO8vb3R1dUlJCQENzc33nnnHeLj4/H09JQDfCqek0pKSvD29mbTpk1kZWXx888/a7zv6enJ9u3bycjIwNzc/KVsC0EQBEEQBEF4EURgjiAIgvCvsHfvXvmm0MGDB6lXrx6SJJGXl8fRo0flm/IBAQFs2rQJhUKBm5sbmzdvJiIignbt2pGQkECHDh3YsGEDS5cu1Zi2f/9+AGrXrk1ERASdOnXixIkTHDx4kJCQEGJjY+UnX59lALOqskKC8DqqW7cuUVFRuLu7P/Oy1tbWTJkyhREjRmBoaCiXeHB0dGThwoUvoLWC8Hw9jwCZ8PBwwsPDSUtLw9fX96mWqSot/YvwTwnMedpt8yztTU1NZdu2bSgUCubPn8/u3buxtLQEwNjYGBMTEwBq1aolT69RowbFxcW8/fbbNGrUiE6dOnH+/Hn27NnDkiVLOHz4MFpaWrz11lsAtG3blrNnz7Jx40aSk5NZvHgxOTk5chsGDx7Mr7/+io+PjygN8Jp5XOBHxfcUCgXFxcVPXOfEiRPlQU0nJye++eYbPDw8KCgowMDAgBs3bmBvb0+/fv2A/yt99yIzaqlLXgIaJS/v3bsnt1WSJIqKikhJSdFYVp3Zp2nTpoSFhREQEMCOHTvQ0tLC0NCQu3fv8vXXX/Pee+9RWlrK119/TWxsLEqlksWLFwMQHBxMfHw8c+bMYc2aNU9srzowx9TUFEdHR40g+o8++kjefnfv3kWlUuHs7Iy9vT2enp6UlJSQn5/P0KFD6d+/PzY2Nly+fPl5bk5BeKHU1yR37txh9+7dr7o5wj9InTp1SEhI4MiRI/zyyy9ERkayefNm/P39GTJkCEePHuXMmTNMmjQJKAsO3bVrF61bt5YfThgwYAApKSn069eP1atXVwrwMTU1JScnBy8vL/laJy8vD2dnZ2xtbbl69SpWVlYa7TIwMKB69eoa5bMEQRAEQRAE4XUkSlkJgiAI/wpaWloamXBCQkLkp61KS0uZOXMmixcvplOnTgDo6OjIT+aq65yr1a1bl/r162usPzc3lxMnTmBsbAyAoaEhBQUFTJs2jXnz5rF27Vo++ugjunTpwrp16xg1apTG8uWnffTRR290un7h32fhwoVs376dhg0bakxXB56VL/WjnqbOMqPOfFO+xv3IkSMrlXh4Xsp/jiC8biRJIjAwkD/++EMODlELCwtjw4YNACxbtoz33nsPa2trrK2tOXPmDHPnziUsLIzMzEz27dtHo0aNqlymffv2tG/fnuTkZDZs2MBPP/1ESkoKCoWCZcuWMXPmTAoKCjA2NmbHjh2vZDs8SVXn4UexsLBgxIgRfPbZZwBER0cTHx+vMY+enh6lpaUa1wqtWrWioKAAKCvj17JlS7766itWrFhB/fr1ad++PRcvXgTKrlHat2/PhQsXCA8Pp1evXqhUKo31VywfIfxzZWZmsnbtWmbOnImpqamcEa6ix733ON9++638ukOHDpUCXZycnDT+Ll/67kV5mpKX/v7+2NnZ0atXryrXERQUxMmTJ8nPz2f48OFERkZSs2ZNnJycuH//Pvr6+mRnZ5OamiqXxrp16xaSJLFo0SKOHDmCSqWiTZs2T2xvaGgox44d48SJE9y6dYvly5czffp0Dhw4wB9//EFcXBxubm689957uLq6EhkZSWZmJnZ2dvTo0QNtbW2ysrJITEzkzJkzhISEsHr16ue3Qf+/8PBwMjMzKSkp+Uv7CpQ9nGBvb0+9evWec+vefAqFgpiYGObNm4ednd1jS7K9jtSBOQMHDnzVTRHeIBXPOX5+fpXmiYqKkl+rf/MlJCRozBMUFKTxt56eHoMHD36OLRUEQRAEQRCEl08E5giCIAj/Ch4eHsydOxd7e3tq1KjBrVu3KCgokANsfH19kSSJfv36cfbsWR4+fIiuri7Gxsbo6OiQlZXFrl27MDc3p3PnzkRGRnL//n2qVatG9erVUalUDB06lN9//53atWvTt29fatWqxUcffUR2djaSJDFz5kwGDRokD2AuX76cK1eusGjRIpKSkjAzM6NXr15YWVlhY2MjggOEN0JpaSnTp0+vNF39fcvLyyMuLg4dHR1KS0vlJ+crSkpKorS0VC4jIwivm5SUFN5//31ycnLYunUrfn5+qFQq2rVrx8qVK1EqlSxdupTS0lJycnKIiorirbfeYtCgQRQVFWFoaCiXjlOLjIxk0aJFFBcXM3v2bFQqFZmZmdy/fx8jIyPu378PQHZ2Nvv37ychIYHc3FxGjRrF3r17uXHjBidPnuSXX37hww8/5PTp02zbto0dO3YwYsSIKpfJzMzk1KlTnDlzRs4gt3HjRpRKJRcvXsTIyIjIyMhK5Wqeh+PHjzNp0iT09fXx9fXl0qVLzJs3j/DwcKBsEPX69ev079+fmzdvsnXrVurUqcPAgQPR0tLCysoKFxcX+Tw8c+ZMTp8+zeHDhyksLGT16tV06NABhUJBt27diImJYdy4caSlpfHee+/x559/0qRJE1q1aoUkSURFRXH16lXmzp3Ln3/+yZo1a+SBW0NDQ+7fv4+9vT0NGjQgLCyMCRMmcOnSJX7//XfOnj0rB+ZA2QBU586dCQkJYdGiRUycOFHOMLZ//36+++477t+//9TZkoRXo6ioiICAAB4+fMjQoUPp1asXMTExjB8/nv379xMSEkJOTg6jRo1iyZIluLq60rBhQ5KTk9HX16dhw4bUqVOHadOmoVKpWLZsGXfv3iU/P5/du3fj4uIiBwtkZ2czcuRIHjx4QLdu3QgODq4ymO5FUSqVctCCuuRleRWPV2PHjmXs2LEa04KCgpg3bx5BQUGEhIRorDslJQU9PT0OHTrEtm3bOHz4MEZGRlhZWREVFYWOjg4qlYqcnByUSiVHjx4lOjqazZs3P7HtAQEBmJubM2bMGD777DN27NjB77//jq2tLU5OTixcuJApU6YQGxtL9erV6d+/P7/99hu6urqMGTOGhQsX0rp1a3R1dbG2ttb4Lj9vpqamGgHMz2rv3r1YWlo+MTBHfcyuWNJXKMuwdOHChWcKzFEqlSiVykrBBa/a8ePHGT9+PA8ePJDPKxEREezevZs1a9YQFxdHcXExHTp0YPjw4cTHx9O1a1e6detGSEgI9erV47vvvtMIAt60aROGhoavumvCGywgIAATExMaNGjwqpsiCIIgCIIgCH+LCMwRBEEQ/hU8PDw4cOAAFy5c4NatW7Rr147q1atTUFBAkyZNAGjdujVmZmb8+OOPpKWl0b17d1QqFebm5pSUlHD79m1ycnI4ceIEderUQU9Pj8zMTNzc3Lh06RJ79uyhd+/eHDp0iFOnTqFSqXByciIuLo78/HwGDRpEQEAAn3/+OZIk8emnn/LgwQN8fHxITk7G29ub2NhYPvvsM3Jzc9m8eTOrVq3CxsaGDz/8EF9fX/z9/alTpw5nzpyhZ8+ezJkz5xVvWeFN8jSD3iNHjsTAwEAe9G7evPkjs2pYWVlhaWnJuXPnmDVrFsbGxvj4+HDv3j1atWpF7dq1GTRoEMOGDSM/P5/58+djbW1dZduSkpIoLi7WGGRUt+tJA1bqQUxdXXHpK7xaERERzJ8/n7NnzxIdHY2uri6+vr5cuHCh0jxHjhyhqKiILl26MHPmTAICAjTWVb6kS2lpKb1798bFxYWoqCg6d+7MuXPnyMzMRKlU4u7uTnJyMo6OjhrraNmyJdWrV8fMzIw2bdqgra2NmZkZqampXLp06bHLNGzYkDt37gBw8+ZN+T0rKyt8fHzo2LEjn3766XPdfurykAqFgri4OC5dulRpnszMTKKjo+UsFl5eXigUCoKCguQMeFZWVnI2LltbW2bMmMHFixeZM2eOPKg/ePBggoKC6NmzJwkJCfTo0YM///wTIyMjSktLiYyMZPDgwcyYMYNDhw6RlJTEjBkzAPj111+BsoCo8vbs2aPxd/lSDf/73/8YPXo03333XaU+DRkyhCFDhvz1DSe8UEVFRQwaNIiHDx9y7949GjZsiIGBAQUFBezYsYN69erRunVr+vfvT0hICKNHj+bcuXP07t0bbW1tNmzYwLvvvouOjg6GhoY0a9aM8PBwVCoV9erVY8WKFcyZM4fZs2drBAYEBwczadIkXF1dKS0tfWQA3uvq4cOH5OXl0aNHD9q3bw+Ulb369NNPcXZ2RktLi3fffZfly5dTq1YtnJycaNeuHadOnXrqzzh58iTnzp1j165dbNy4kf/973/k5uaSmZnJgQMHePjwIVpaWnTs2JF27drRrl07tLW1ad26Nf/73/8oKSkhOTmZFi1aPNd+VwzI9PX1Zd26dQwcOFAjI1lwcHClwEI/Pz/S0tLkfevw4cOkpqbi5eWFv78/o0ePJi8vjzZt2rBy5UqCgoK4cuUK169fZ/PmzXL2zzddaWkpAQEBXLhwgZo1a2Jvb19pW76JDh48yLhx47h48SLnzp3D1NSU//znP4waNYotW7YAZeWJEhISuH//PhkZGURGRpKenk7NmjXx8vIiMjKSJk2asGrVKg4dOsTq1avl898/WflgQuH1Ehoa+qqbIAiCIAiCIAjPhRidEARBEP4Vyj/Ju3DhQtq1a0efPn1Ys2YN1apVIyYmhlOnTjFnzhyaN2/OW2+9Rc2aNQGwt7fn2LFj8tOmycnJSJJEly5duH37Nh4eHvz0009ERkZSo0YNJEli6NCh9OnTh4EDB9K2bVvS09PlAbpWrVoRHx/PkiVLCAoKkoMFGjRogKmpKdWqVUNXV5cffviBNm3acPToUezs7ORBOXW5kK5du4rAHOG5+iuD3vPmzatyIPDatWscP34cfX19OXAmNDSUIUOGMHz4cFq2bElOTg6//vorubm5NG3alIMHD2JtbU14eDhRUVHcvXsXgAMHDhAaGsrt27eJi4tj8eLF+Pj4cP36dRo1aoS/v3+loKKsrCwsLS3p3bs32dnZLF26lClTpjzVdnhc5p6XaeLEiXzzzTfo6Oi86qYIz4GlpSWAHNDi5eXFnTt3SEtLIyMjo8p5bty4IQ8OduzYUWN9VZV0MTU1lc8xRUVFvPvuuwA0b96czp07s3PnTgC5TFL5zAjlX0uS9FTLqDMs3Lp1CygLUJg0aRLa2tq4urri4+PD22+//fc2XDmBgYFyecgxY8ZotEPdLisrK40sFg4ODiQkJDBs2DB69+7N8OHDNdb53//+l82bN6Otra3RN0tLS/T09DSOBUZGRkDZNUVqairbtm0jKiqK4uJiunXr9pf7dfToUaZOnSoHOAqvl71799K9e3emT5+OjY0NjRo1IisrCzc3N5YuXUq9evWIiIjA2tqaHTt2kJSUxJkzZ5g6dSoHDx4EyvYpS0tLRo0axbx58zA2NqZJkybcuHEDW1vbKs8D58+fZ/78+fLyjwqme5GSk5Pp3bs3RUVF7Ny5k6CgIJKSkjAwMGDz5s3ydUG9evW4fPmyXCZv1KhRpKen07RpUxo3blxpveqskVUNovfp04c+ffpoTIuMjHymduvp6VFSUgJATk4O9vb2PHjwAH9/fxISEkhOTqZZs2YcOHCA/Px8OdtZaWkprVu35o8//sDIyAgPDw+ysrKeKkvP09q7d2+VAZnp6emVMpJ98sknGoGF4eHhXLt2jfj4ePm42KtXL2bNmkXLli357LPPmDFjBt26dWPatGmcOHECgHfeeYf169c/tz68Dvbt24eJiQm+vr4sWbKEo0ePUlxcTGhoKP3796dJkyacO3dOLgl56dIljX29Xr16fPzxxxr7e506dSrt29u3byc7O5sJEyaQlJTE2rVrX2nJ4sDAQMaPH8/p06cpKSkhJSWFgQMHIkkSkydPZu/evdy7d49atWrRokULzMzMuHHjBomJiejp6WFvb88333zz3M5//2Tlfw/8U34bCIIgCIIgCILwehO/KgRBEIR/nebNm5OcnAzA2bNn5elFRUXUqlWLr776ihYtWvDee+9Rt25dCgsL8fLyIj09nfPnz2NoaEi7du1QKpU0adIEHR0dunTpwt27d8nIyKBx48bo6Ohw584dateuzdGjRxk0aBAPHjygpKSEK1euYG9vz8aNGzEyMuLIkSNYWVmRnJyMsbExRUVFlJSUcO3aNapXr46enh7NmzeXBz7VA7c1atR4+RtPeKMFBgayY8cOhg8frnHzuXxJmoqD3uUHAgcOHChn0LCwsEBfX19j/X/++aec8WbkyJG0adOGiRMnEhQUxMmTJ4mOjubBgwcAmJiYcPDgQRo2bMivv/5KQEAAU6ZMYf369YwbNw49PT06duzI/fv36datG0OHDqVatWpER0fj6OjI3r17CQwMJDw8nKysLAYNGsSWLVv45JNPAAgLC6NHjx706NGDX375BYD27dvj6+vLokWLXtxGfgbffvutCMp5g5QP+sjOzsbDwwOlUomtrW2VJUTUwTFVna8AuaTLkSNHUCqVJCcn4+Pjw4ULF6hbty4mJiZyMI2xsTG1a9emTp061K1bl48//lhep7+/P25ubly9epW+ffsSEBDAvXv3HrvMiBEj6N27Nzk5OYSGhnL//n2MjY2JjIzEwcGBbt26YWxsjImJyXPdhoaGhqxcuZKQkBAWLlzIjRs3gLIyYWq//fabRhaLkpIS5s6dy5YtW/jmm28qbWd1GbHvv/9e41hXsZyLlpYWt2/fBsoG6CwsLBgxYgRKpZLExEQWLFjwl/vVo0cPTpw4wTvvvPOX1yG8OpcvX6Zdu3ZA2Tny2rVrQNl+2bhxY3Jycti/fz+ffPIJ69evJysri4EDB8oZKaDsmk5LS4tGjRqhUqnQ09Pj6tWrlJSUcPz4cUpKSuRAEjULCwtOnjwJlO2T6mA6dQmd6OjoF973wsJCDh06xLhx41ixYgUFBQUkJCQwdOhQVq9eDUBubi47duzg008/ZdeuXfz000/o6OgQExPzxEwz6sAfJycnbt68ibOzM/b29nh6elJSUsLFixfp3r07jo6O8nfQzs4OgGPHjmFra4ujoyPbt28nIyMDR0dH7OzsWLduHceOHWPNmjUYGRmRkJCAvr4+9vb23L59m6SkJIyNjWnevDn+/v7s3r2b2NhY7t69y969ezEyMsLU1JSIiAhOnjz5XDPmXLp0qcqAzPIZyZYuXQqUBRba29szZswYMjIy0NPTw8/PD19fX2bNmkVpaanGulNTU5k+fToKhYIjR47IQaEVAz//Dc6fP0/37t2BsuN7//79uX79OkOGDEFLS0veJ3bv3g2UZTJS7+uhoaH8/PPPlfb3qvZtd3d3Dhw4AMD27dvx9vZ+NR3+/wwNDZk0aRI9e/aktLQUJycnlEolixYt4urVq7i6urJ06VI6d+6MJEkMGzaMnJwcHj58yDvvvIOOjs5zPf+9bOqyora2tnz33XeEhYUBZWX11MdOd3d33n//faKiorCxsWH8+PFMnjwZR0dH+Tjs6ekp/zYXBEEQBEEQBEF4WiIwRxAEQfjX8fDw4Pjx47i5uclBBABXrlxhy5YtBAYGkpqaKt94+/333/Hw8KBJkya0atWKQYMGce7cORwdHcnMzESSJGrWrIm2tja9e/eWB/PMzc3Jz8+nV69epKamAmXleKpXr46xsTEDBw6kW7duODs789tvvzFx4kR0dXV5++236d69O/n5+RQWFqJSqbh06ZI8wFlxsFAQoCyTjfrJ+b/qrwx6P2ogsKqnSs3NzTlz5gxQVuqldu3aZGVlsXz5chwcHEhNTa0UgFa+XA6UPUnetm1batasSXx8PBcvXuTLL7/k5MmTFBQU4ObmRnJyMvfu3cPS0pL+/ftTXFxMYmIiJ0+eZNmyZRrlPvbt28fcuXMBuHbtGmvWrGH69Ol/azv+VaWlpYwZMwYHBwd69+6NQqGguLiYoKAgxowZg4uLi5wlJCsrC3d3dxwdHQkMDATKBhXGjh2Li4sLH3zwAV999RU2NjZy/w4fPoyDgwOdOnVi48aNr6SPQhltbW2++eYbPDw8KCgoeOR8jzpfqdehLuni6OjIxIkTiYqKwtXVFQsLC3r27Imuri4KhYLs7Gxu377NnTt3uHTpkvzdrlWrFqtXr2b9+vXk5eURERFBUFAQzZo1e+wyoaGhhIWF0aJFCwICAujatStZWVl4enpy9OhRTpw4webNmyudr8LDw+USdE9j3bp18ms7OzvWrFmDvb09/fr1w9/fn4yMDPr06UNWVpY8n4mJCR4eHnz88cdMnTqVn376CTs7O7p27SpnF+rSpQseHh4cPXqULl26YG9v/8RsEcHBwbz//vs4Ojryww8/4O7uTlpaGk5OTjg5OXHo0KGn7pfwZmnevLl8ntTR0eHixYvExsaSmZlJs2bNuHTpEiUlJfTt25dffvmFLl26oFQqOXz4MPXr12fw4MHcu3dPY51aWlr4+fmRm5vLsGHD+PXXXytlSZw+fTqLFy9GoVDI5SL79u2Lvb09jo6OLFy48IX3XR1AYm1tzYYNG+Tg206dOnHx4kUA3n33XbS1teXz+aMCT6pSPvBn3bp1REZGkpCQQJs2bYiNjUWpVBIQEEBcXFylUjrTp09n3759xMXFMWjQIIyMjIiOjiYxMZGioiLWrl3LnDlz6N+/PwDt2rWjQYMGFBQUUL16dcaPH8+UKVOIiYmhefPmtGjRglOnTrF//342b95MrVq1nuu2VHvcAwSTJk1i8+bNHD58mJs3b1YKLCwpKcHb25tNmzaRlZXFzz//rJEdyMLCgiVLlqBUKjl9+rTc939jJpDygW1t27Zl5cqVzJ49G1dXV/nftnbt2vz5559AWWAUIAemlw82V+/vVe3bNWrUwMTEhPT0dE6dOvVM2WXS0tKIjY195Hu+vr7P3O81a9bwySefcPjwYTw9PTl8+LBcGi07O5t9+/bx5Zdfcv36dQCcnZ25evUqycnJeHp6Avzjzn8TJ06kpKQEpVIpZ/s8fPiwHBBVUUREBH369KkU7Kj28OFDIiIi5KybM2fOZMmSJTg7OxMXF8e9e/dQqVTPPfhYEARBEARBEIQ3nyhlJQiCIPzrVKtWjYiICI1p6lI7FTMSqKeNGDGC1q1bA9C/f3/09fWZN2+ePMBoampK48aNGTx4MD/88APz5s0jLS0NV1dXNm3aJNe0t7CwwMzMjIKCAq5evUqrVq3YvHkzw4YNIzMzk3PnzmFqakpiYiJnz55lwoQJ2NnZMWHCBPT09F7odhFeb6ampsycOfNvrWPNmjXs3r2b/Px8pk2bRnh4OH369KF+/fryPOpBb3XphvIDgTo6Ojg5OfHFF19Uuf6AgACGDRvG999/T7NmzTAyMiIuLo7evXuzePFi7OzsHpk5RE9Pj6KiIi5duiRnG+nduzdhYWGEhIRQVFREQUEBw4cP59tvv6V9+/YoFAo++OAD6tevT3BwMImJiQCPLPdRVZafl0ldViEsLEx+ilmtbdu2hIWF4erqyp07d1i4cGGV5Sjeffddvv/+e1xdXXFzc+OLL76gU6dOzJ49G3t7e3r16kVxcTEKhYIRI0a8qq7+6ygUCrk0i/p8M2nSpCrnKz8PUOl8BbBp0yagckmXRYsWcfnyZQwNDcnMzJS/u4/a51u2bEn16tUxMzOjTZs2aGtrY2ZmRmpq6hOXqRg09yKsW7eOUaNGyX9PnDiRiRMnyn+rSzyWp1QqNf5u0aKF/N1XU2fOgbJsNY9bh/q1ra0tx48f15jveZUjqViK79q1a8TGxqKtrS0HJ1UsB1RYWMiIESOoVq0aPXv25PPPPycsLEwuh7Vs2TJ50Fh4sTw8PBg0aBBubm7UqlWLAQMGcP78eWrXro2vry+HDx+mX79+aGtrc/PmTebPn49CoUBLS4tp06bh6urKrFmz5OtFf39/goKCKC4u5oMPPuDUqVOsW7cONzc34P/2SVNTU6KiojTaMnLkSEaOHPnS+q4OIElOTmb48OFy8O3p06fljCFVZQKLi4sDqr7uLq984E90dDSjR4/m+vXr3Lx5k1atWjF48GCCgoLw8fHB19eX3r17ayxfvvzc7du3GT9+fKUSghUNHDiQffv2ERsby6xZs6qcp1mzZvJx+Hnz8PDAy8sLNzc3DA0N5elXrlxh9OjRFBcXY25ujomJiRxYaG9vD0BeXh7u7u6UlJRgYGCAlZUVbm5uBAYGMmjQID7//HMCAgK4e/cu2trafP/99y+kD68Dd3d3IiIi+Pjjj7l//z6Ojo4EBwfTuHFj8vLygLLtaW5uzp9//ikH6KgD083Nzfnxxx+B/9vfH7VvDxs2jM8++4wuXbo80wMW6sCc8teDf1fF8+iqVaseO39JSQlWVlYaGbi0tLReaTmu8pRKJR9//DE6OjoolUrs7OwwNzenV69eVc5fPvBfS0tLzixYPmNe+XOniYkJjRo1Asr+HYODg7l+/ToDBgx4UV0SBEEQBEEQBOENJgJzBEEQBOEJOnTooJExBCoPngYEBODi4kKDBg3kAcDyN+3LD8pWHCAE2LJli/xa/X6HDh0qDQKWzzRQcfBReHNJkkRgYCB//PEHNWrUYMyYMaxbt47i4mKKiorYuXMn9+7dkwf29u7dy8KFC6lRowZBQUE4ODg81ec8adA7LS2NRo0aVRqMqmogsPx+Xn6/PXjwoLyuWbNmMXnyZCZPnsyVbS7i+AAAIABJREFUK1d46623Htk2Gxsb/P390dfXp1WrVnzzzTfk5+ejr69P27Ztsba2ZsmSJSxdupQpU6Zw8uRJBg0axKeffkr79u1ZtmwZvr6+7Ny5U87ys3PnTgD5pvyrfmK8fFmFim1RDySYmZlx9+5duRyFlpYW+fn5dOnSpdJ86te1atWipKSEM2fO8OWXX6JSqfj9999fVreEl0hdXuKzzz4DIDo6mvj4+Efu8+UHCKsaPH/SMlUF0lX08OFDBg0aRFFREYaGhri5uTF37txKgScjR47EwMCAmzdvsnXrVqKjo0lJSUGhULB8+XJKSkr48MMPSUxMZOHChY8cdHsdHTx4kJCQEBQKBSkpKZw6dQqlUklqairBwcHMmDGD3NxcYmJi2Lp1K7t27UJfX5+AgAD8/f2RJEkjE1hubi6jRo1i7969r7pr/wrVqlVj9+7d6OrqMn78eA4cOICuri4tW7bE1tZWLm2lNnPmzEqBtFVdLy5fvpy9e/fy8OFDOeDqn0ZPT49evXpRWFjIrl27mD17Nj169KB27dps2bKlyuC9rl27smrVKpydnWnatClNmjR55PrLB/40b94clUrFli1bmDlzphy0u2TJEh4+fIitra1GYI66/Fz9+vUpLS1ly5YteHh44O/vj4+Pj8ZAfHmenp74+PigUqkwNzf/m1vo2T3uAYKjR49qTK8qsCYhIUHjby8vL7y8vOS/9+zZo/F+UFDQ32jti5GUlMSZM2cYPXp0pfcqBmxWpFAoiImJQVf38bc7tbW1Wbt2rfzwhPqBC5VKRUxMDPb29nTp0oXBgwfTsGFDvv76a419vX79+mzYsEFjf69bt26V+7azszN+fn6PDPR6lNDQUI4dOyYHX6tUKjm7jZpKpcLPz49x48bRpUsXRo0axc2bNzE2NmbTpk1/68GOnJwcPD09GTdu3F9ex181ZcoU/Pz8yMjIYNq0aZw9exY/Pz/Mzc2JjY2lsLCQ1atXo1Qq2bNnDz///DPh4eHs2bMHFxcXrKysKC4uxsXFRQ5s/fXXX+Vrh7Vr13Lz5k1q1arFtWvXSElJkQORy1+Dl39tbm5ORkYGO3bs0PjtLgiCIAiCIAiC8LREYI4gCIIgPAehoaGvugnCGywyMpImTZqwatUqDh06RFJSEoWFhURHR7N9+3ZCQ0MZOnQoUFYOaf78+SQkJFCjRg1KS0tfceurVj5wreIAe/lsIeUHjI4ePUpRURFeXl6YmZlhaGiIpaUlu3fvJjs7mx49etCzZ08UCoVcnsDNzY3bt29jbW3NlClTGDFiBFu3bn3qLD8vk7qsQr9+/Sr9u1UMhrCwsMDX11culVBcXExKSspjAy0WLVpEWFgYDRs2pFWrVi+4N8Kr4O7uzscffyw/Xa8OtHuWzFZqz7JM48aN8fT0ZP78+XJ2ObW9e/fSpUsXZs6cSUBAAHl5eVy/fr1S4ElmZibR0dGcOXOGkJAQVq9ezcaNG+Ug1Nu3bzN79mxUKhUffvjhGxWYExgYyLx581i7di1WVlYolUo5OKNBgwaAZjmgixcvMnLkSI1MIfXr168yw5HwcvTt25f8/HxatmzJqVOnnss6J02aVGVmrX+K8kFEaitWrND4u27dulUGHT1tSbvygT8bNmxgwIABnD59mjp16tCqVSv279/Pd999x/379yuV9VGXn6tWrRoffPABTk5OjBgx4okBawYGBlSvXl0ufSdoCg8PJzMzk5KSkr+dqfFRrK2tsba2rvK9JwXmPKuqMtqNHTv2kfOUV3F/h0fv25aWlrRv3/6Z2hYQEIC5uTlfffUVhYWF1KhRg1mzZhEbG0urVq1QqVT4+/sTEBCAg4MDy5cvx93dHW9vb1atWsXOnTvx9vZ+ps8sr169enIGoBdNqVSydOlSSktLycnJYcKECUyYMIH09HQKCgpIT08nJSUFQ0ND4uLicHBw4MsvvyQpKYns7GymTZuGv78/dnZ2uLi4aPw7qANbv/jiC37++WdOnTqFrq4uH330EV9//TVbt26lbdu2T9XOPn36EBMTQ506dV7QlhAEQRAEQRAE4U0mAnMEQRCEN15VT05OnDiRb775hq+++kq+gaemvpFXPjjgWfj7+z/1gIMgPI3U1FS2bdtGVFSUnCVHPfiqLu+glpWVRdOmTalRowbwfLPAvMjSDU+rqifJq3oCedasWbz//vssWLBALvFQfmDlSVl+XgV1WQV7e3tq1ar12Hn/SjmKAQMG0L9/f6ytrTXKYwhvjqrKS7i7uwOP3+cfleHtScuoz3WPe3L80qVLcjmajh07cvfu3SoDT6ysrNDV1cXa2pqLFy9WWo+xsTEmJiYAL7yE1stmaGjIypUrycjIwMfHB1dXV/nfUaVScf369SrL+5XPFHLw4MEqMxwJL0fFklJqT3tNqVQqUSqV/8jsJa9KVcEQv/zyS6X5Kmb3Ux+jqio/VzEDpvpzyi8HZQFBgwcP/ivN/lcwNTX9y7+T1JRKJd9++y2SJMllxtatW0f16tWZPHkyR44c4dNPP2XgwIFoaWlhZWWFi4uLnElt5syZnD59msOHD8vZU9TnGig7L506dYply5a90jJ/zyPrTEFBAQEBARpl3Fq1akVCQgJubm7yPpyamsqZM2dYs2YNhYWFfyso51WJiIhg/vz5qFQq8vLysLOzo0GDBkyePBkrKytOnjyJmZkZtWvXRldXF39/f/bs2cPixYuZN29eletUB7b27NmTt956i8uXLzNo0CACAwN55513OHHihMaxt/xxp+JvAy0tLYYNG/Yiui4IgiAIgiAIwr+ACMwRBEEQ/pW+/fbbZ5q/tLT0lZe5Ef69qipP8/XXXwNl5R1atGghz2tsbEx6ejqFhYVUr179X7vvtm7d+pUH2jwrdVmFisoPFpQP+ntcOYqqyt6NGjXquT5lLghPo3nz5iQnJ9OnTx/Onj1LmzZtqgw8+e233ygpKdE4pj0uA9SbZM2aNezevZv8/HymTZvGxYsXUSgUaGlp4e3tjaura6VlKmYK+StZkQRBqCwgIAATExM5aFCouiShr68vmzZtIjIykkWLFlFcXMzs2bOfKZuZJEns27ePBQsW8NNPP3HkyBECAgI4e/YsUBaIpVAoCAoKQpIkOUBHfV1ja2vLjBkzuHjxInPmzGHz5s0AbNu2jZ9++on//Oc/r7zM36OyzqSlpXHp0iU5w11V9PT0KCkpISoqinfeeUejjBuUlchq0qQJy5cv56OPPsLCwgJnZ2c8PT2B1y9AU12CtWHDhqSlpXHhwgVu3LhBw4YNSU9P56uvvuLYsWMUFBRw5MgRJkyYoLG8entVVFWpzvj4eAB+/fXXp27fypUr2bNnj1yWVxAEQRAEQRAE4VmJwBxBEAThjVNaWkpAQAAXLlygZs2aAHzxxRfExMTwwQcfMHr0aDmLjlpVN5zT0tIYOXIk9evXp0+fPrRt25Zp06ahUqkYM2YMI0eORKFQ0K1bN411BwcHA2UZLeLj43nrrbfYvHkzZmZmr2R7CK+/qsrTlC/vsGvXLvLy8oCy4I4ZM2bg4OCAvr4+c+bMwcHB4VU2XxCEfzEPDw+8vLxwc3PD0NCQOnXqYGpqWinwxMTEBA8PD7KysuTB1fIlst5kEydOlMuOqVUsEVNVRqOKmUKqynAk/HUVS6scPnyYqVOn8scff1CjRg02bdpE3bp1CQwM1Jimr69f6ZoSYO7cucTGxqKtrc26deto1qwZo0aNIj09naZNm9K4ceNX3GMBRHnaqlQsSahWWlrK119/TWxsLKWlpfTu3fuZAnPUgRhmZmYYGxvLr9u3by+XK0pISMDd3Z22bdvKv7HU3n//fR4+fIiOjo5G8EVwcLAcnH3p0iViY2Pp1q0b1atX/8vb4HlLS0sjNjZWIzCnYjC9paUlM2bM4KeffiI3N1ejjJva3LlzCQwMZNu2bQQEBDB27FhWrlyJJEkEBwfTtWvXl9qvv6P8v2HdunWxsLDAx8eHSZMm0bBhQ2xsbCgsLMTIyIgPPvgAHR0d9PT05EAlhULB559/zqlTp2jSpMkjP6dr166sXr0aZ2dnzMzMKpXgfJTAwEACAwP/XicFQRAEQRAEQfhXE4E5giAIwhtn3759mJiYEBYWRmlpKU5OTgwePJigoCB69uzJ6NGjKy3zqBvOt27dIiYmBh0dHdzc3Ni/fz+1a9emZ8+e+Pj4AFRat/oJ22PHjnH06FG0tbXfuKf7hZerYnkapVKJtbW1Rsr2+vXrywO3AwYMYMCAAS+9nYIgCBVVVX4ONANP0tLSaNSoUaVSeeVLZJXPgKXOliAIL4O6tEpsbCxNmjRh1apVHDp0iNWrV2NpaVlpWosWLSpdU6akpHD9+nWUSiWpqakEBwczevRodHR0iImJYcGCBTx8+PAV91QQqlaxJKFadnY2qampckngW7duyZltnsaTsqKVlJQwd+5clEolQ4YMITg4WJ6vtLSU7Oxszp49y59//snYsWPl5Tds2ICvry87d+6kefPmGBkZsW3bNpo1a/aPySITGhrKsWPHOHHiBKWlpdSvX58OHTqQkpLCtm3bKC4uZsCAASQkJDxyHepz5sqVKytNe90ZGBjQrVs3IiIiiIiIYNWqVcTFxfHFF18wbtw4vLy8+PLLL7lz5w4//vgjCxYsYPbs2XImnPKqCmz9/vvv0dXVJSQk5LFBPIIgCIIgCIIgCM+TCMwRBEEQ3jjnz5+ne/fuAPJTh5aWlujp6T2ypM+jbji3b98eHR0doKxkkLu7O1B2IzorK+ux6546dSp+fn7Ur1+f+fPno6+v/xx7KQiCIAiC8PxIkkS/fv3Iy8sjLi5Ovv55lHXr1r3x5fHKl1ZJSkpi9+7dREVFUVxcTLdu3UhNTWXbtm0a07S0tCpdU6ampqJUKuVB4QYNGlS69jxx4sTL76DwRHfu3CE2NpaBAwc+1fwLFy5k+PDhNGzYsNJ7SqWSmJgYjcDqpylp9KpVLEloY2MDgJGREVZWVkRFRaGjo4NKpXrqoJyn8dNPP/H555+TmpqKSqXC2dmZtLQ0zMzMGDFiBLdu3aJHjx507tyZ3377DUdHRy5cuIC1tTW+vr40atQIOzs7atasyeDBg9HX1//HlPkLCAjA3NycMWPG0LdvX/lBkPfff5+8vDyOHz8uBzy9Sar6DoBm0Iy/vz+ARgY4f39/Zs2aRcuWLQHYuXOn/F5VwThPMnr0aC5fvoyBgYHGugRBEARBEARBEF6kqkcnBUEQBOE1ZmFhwcmTJ4GypymBJ94kVt9wBjh79qw8vXywTYcOHThw4ABKpZKzZ8/KN9wftW4nJyf++9//YmJiQmRk5F/vkCBUoFAoKt3QFgTh5QoPD5fPMQsXLuT69etPvaydnd1TzadUKpk1a9Zfat/rpFmzZm/MU/5/V2Zm5t8q3aVQKCguLv5Ly964cYPatWuTkJDwxKAcKAvMeRrq70l56jIu/3QVS6uMGDECpVJJYmIiCxYswMLCotK0qq4pLSwscHV1RalUolQq2bhx4yOvPYWXSx0E8Ch37txh9+7dlaZXtV8DTJ8+vcqgnEd5Hb4LHh4eHD9+HDc3N+7cuSNP19bW5tNPP8XZ2RlHR8dKJfkep/y1rL+/P2PGjAEgKCgIFxcX5s2bh729PYmJiezatYuPP/6YtWvXYmBgwNWrV1m4cCEWFhbEx8ejo6NDREQEcXFx+Pr68vPPP3P06FH279/Prl270NLSYseOHXLGlZftSf/G5R8EefDgAfv27WP79u0MHTr0ZTXxX2fDhg0kJCQQGRn5jypxJgiCIAiCIAjCm00E5giCIAhvHHd3d27cuIG9vT39+vV7qmUedcO5vC+//BJ3d3ccHR2f6kaph4cHPXr04NChQzg4ODxTHwRBEITnKykpibVr1z71/EFBQcTExFT5XmlpqUZgzrMOxEJZdpK+ffvSpUsXDhw4QFpaGr6+vhqf8ShPGkgWXl+mpqYaZb5epqlTpxIXF4eLiwsODg7Y2NiwYMECAAoKCvDy8sLBwYGRI0eyf/9+UlJSUCgUREdHExMTg42NDTY2NvL3RqFQMHXqVEaMGFHps16HYISKDAwMSEtLw8nJCScnJw4dOoS7u3ulaVVdU7Zv3x5TU1MUCgWOjo6sX7+erl27UlRUhLOzM+fPn3/FvRPKO378OF27dsXJyYnu3bsTHR2NQqEgKyuL9u3b4+vry6JFi1i/fj0KhYJOnTrx448/AmXH54sXL3L79m0cHR3p06cP/fv3l0vwpaSk8P7772Nra0t+fj6hoaH897//xdnZ+RX2+PHUJQmjoqLYtm0b/v7+cjBlnz59UCqVxMXFsWLFihfelvJBLGqpqalMnz4dhULBkSNHyMjIkDNS6erq0q5duxfersep6nino6NDSUkJoPkgyO7du9m+fTsZGRmYm5u/1Ha+LMnJyfTu3RsnJydu3ryJs7Mz9vb2eHp6yttk1qxZ2Nra4uTkpPHbPC4uDh8fn+dWkuxRgXcvgjojkCAI/ywv8zggCIIgCIKAJEn/mP86duwoCYIgCIIgCIIgPE5paanUp08fqUePHlJ+fr7UvXt3ycvL66mXX7t2rfz6ww8/lOLi4qR+/fpJvXr1khwdHaXMzEypefPmkpWVlTRw4ECpuLhYunz5sqRQKCRPT08pJCREqlOnjmRvby9t3LhR8vPzky5cuCDl5+dLnp6ekr29veTv7y9JkiTZ2tpKkiRJly9flvz8/ORp169flzp37iw5ODhIHTt2lDZs2CD5+PhIfn5+0oQJE6SePXtKcXFx0syZM6Vt27ZJ3333nSRJknT27FmpdevWz2lLCv8Ex44dk7p06SI5OjpKa9eulXx8fCRJkiQbGxvpww8/lNq1aydt3bpVGjBggGRlZSUlJSVJkiRJXbt2lcaOHSt17NhRioiIkCRJkhwcHCSVSiXdunVLev/99yWFQiGNHz/+qdpx8uRJycTERLKxsZE++OADKS4uTjIyMpL69u0rNWvWTBo1apTk5OQk9e7dWyotLZW6d+8uDR06VOrRo4dkZGQk3b59W1q5cqXUokULSZIkqWnTptJ3330nxcXFSe7u7lK/fv2k7t27S3l5eZK3t7fUpEkTycnJqVI7cnNzpV27dj3zdqz4vX4U9fdVeHNNnjxZSklJkaKioiRra2tJkiRpxIgR0smTJyUHBwepe/fu0rp16yRJkqSMjAypsLBQcnFxkZdv1qyZFB0dLUVEREidO3eWjIyMpEOHDkmSJEn16tWT8vPzJUmSpIKCAkmSJOnOnTtSz549JUn6v/1r4cKF0tatWyVJkqRevXpJcXFx8ndBkiRp3rx50t69e+XjvPBoiYmJ0vTp06XLly/Lx0dJ+r/j3cSJE6XTp0/L01UqlfTBBx9Ix48fl4qLi6W2bdtKly9ffgUtL1P+eKe+jpg1a5ZkZGQkDR48WPL29pYcHR0lSSq7PvDy8pJatGghTZ8+XerUqZMUFhYmSZIk7du3T3rvvfeksWPHytcWr5u4uDj5u7Zt2zZpwYIF0v379yVJkqSZM2dKP/74o/TLL79I3t7ekiSVXe+VlpZKfn5+UlhYmOTt7S09fPjwubWn4j71Ijk4OLyUzxEE4dm8zOOAIAiCIAhvJuC09JSxMCJjjiAIgiAIgiAIr5XyJXeSk5Pp0aMHP/zwg8Y8SqWS/v37y5kJIiMj5bJQ8+fPx8bGBkdHRz788EPu3LnDyZMnKSwsRFdXl3Xr1uHt7c2SJUtIS0uTM+2kpqYyePBgpk6dirW1NUeOHGH48OHyZ4aGhuLq6kp8fPwTs/NMnTqVtLQ0EhMTGTFiBN9//738XlRUFBYWFowePZrff/+dLVu2MH36dJKTk9m+fTshISEA+Pn54eDggKOj42Mz7Aj/bAcPHiQkJITY2FgcHR3l6bdv32bWrFkcOnSIiRMnsmXLFlavXi3vW1lZWcyaNYv4+HiCg4M11rlw4UJmzJhBXFwctWvX5sSJE09sh6GhIc7Ozqxdu5Z9+/YREBBAXl4eK1aswMTEhKKiIo4cOUKjRo04e/Yst2/f5t133yUhIQF9fX2io6OpUaOGRvmnd955R34dERFBnz59OHLkCAEBAQwfPpwjR45UasdffXK5fGmt5cuXP/Pywv95HTMalde9e3eOHTvG8ePHadCgAXl5edy8eZPZs2ezf/9+EhMT2bx5Mw8fPqRBgwZUq1YNY2Nj0tPTSUtLo3PnzuzatYvRo0fz7bff4uLiwuLFi4GysmT6+vpA2bFaoVDg7u7O1atXNdpw+fJlOVOLtbW1PN3S0hKAhg0bPjJLp6DJ0tKSY8eOMW3atCrf//zzz5k3bx5OTk64uLhw9epVJk+ezMSJExkwYABvv/32S26xJvXxbu3atdy6dYvt27fz1VdfYWNjQ1hYGH5+fri4uMjz6+npYWJiwuDBg0lMTGTDhg0AhISEkJCQwJw5c7h586bGZ7xOGR86dOgAlH0v/vzzT0aPHo2DgwM7d+4kIyOD8+fP0717d6CsnKD6nPLll1/y5Zdfoqen97c+/3EZsUJCQuRMPenp6UBZliZvb286duzIzz//DICNjQ0BAQF06tRJLll96tQpFAoFtra2rF+/HoDIyEg6duzIuHHj/nKZSUEQnl7F33/p6ek4OjpiZ2dHYGAgoHkMWLduHaGhofJxYPv27XL2t6SkJD766KNX2R1BEARBEN5Auq+6AYIgCIIgCIIgCI8jSRKBgYH88ccf1KhRA4DTp08zZswYzp07x9WrV9HV1eWTTz5h9OjR5OXlYWBgAMD333+Pvb0906dPp06dOnz99ddcuXKFRo0a8Z///IdRo0bRoEEDdHR0iIuLY8yYMXzzzTeYmpqyZcsWbty4wbRp06hWrRpaWlq4u7s/sp3nz59nwoQJgGZpCnUfyps3bx5Xr17l5s2brFixgpKSEpo2bQqASqVi1qxZODg44O/vT3Z2NgMHDuTbb7/lypUrLFiwAJVKxbVr14iPj0eSJI1gCOH1EhgYyLx581i7dq3GAICxsbE8oNyiRQuqV6+OmZkZubm5ANSvX58mTZoAPLK0i5aWFvn5+XTp0uWJ7bhz5w5Hjx6lZ8+elJaW4uPjQ1hYGJIk0aJFC3mfbtCgAbm5uRQVFfHee+8BoK+vz2+//UbDhg019nX1MupghLy8PObMmUO1atW4efMmn376KUFBQSQlJWFgYMDmzZs1Bkh++OEH9u3bJw9ML1u2jPfee4927dqRk5PDnTt3iI+P58yZM3JpreXLlzN+/HgSExNZv349GzZsIC0tTQ6c+zvWrVvHqFGjHvm+QqEgJiYGXd3X+1aLOjDHycnpVTflL7G1tWXKlCnyfrxv3z7efvttoqKi5GN4dnY2WVlZchlCT09Pdu3aRWlpKYMHD8be3p6dO3fSp08f3nrrLYyMjMqebit3bA8ODiY+Pp6ioiJsbW012tC8eXNSUlJ49913+fXXX3FzcwPQOFZLkoSenp5cvkeoWp06dUhISKg0XV0ezNjYmD179lR6/9SpUy+6ac+sfCmugQMHsm/fPmJjY+XA4YsXL9KpUycyMjKwtLRET09P3ud0dHTQ19dHX18fIyMjjfWqA3MGDhz4cjv0FyQnJ8v/b968OSqVii1btjBz5kwkScLCwoKIiAg+/PBD4P+un8LDwxk/fjzbtm2r1P9noQ6GVSgUXL58mS+++IKNGzdy69YtYmNjOXbsGImJiQQHB7Nq1SquXr3KsWPHuHv3LuPGjSMyMlIOjK1fvz6urq7069dPDvyrXbs2PXv2xMfHRz5G5ObmagTeCoJQprS0FG1tbfn/z0tERATz58/n7NmzREdHo6uri6+vLxcuXNA4BkiSxJUrV0hPT2fTpk08ePAAT09PJkyYwPbt2/H29n5ubRIEQRAEQQARmCMIgiAIgiAIwj9cZGQkTZo0YdWqVRw6dIikpCQMDQ0JCwtDqVQSExPDvHnz+Oyzz5gxYwbdunXD29ubt956i+DgYNzd3bGysuL8+fP06NGDt99+m/j4eKBskPTq1avk5OTQrVs3rl+/joGBAfXr10dHR4chQ4awb98+li1bRs2aNalevTqAPJhafgDewsKCkydPYmlpKd9gLiwsBCAlJaVSv37//XcWLFhAYWEh3333nTy9Xr16vP322xgZGWFoaEj16tUZOnQoX3zxBd7e3mhpaaGnp4efnx++vr40bdqUr7766rne0BZeHkNDQ1auXElGRgajR4+mfv36gOYAfsXBfICcnByuXbtGvXr1Kg3sW1hY4OvrS8eOHQGe6kn9ffv20ahRI+bMmcPQoUOJi4uTB5AdHBwIDQ3FwcGBe/fu0aNHD9q2bcvkyZMxMDCgU6dObNu2DS0tLTnTQUFBQZXtV6lUrFixgsWLF7NixQoKCgpISEhg06ZNrF69moCAAHmAJDs7m/3795OQkEBubi6jRo1i7969ZGRk4OjoyMSJE9m0aRNLly5l48aN8kC92pAhQ/Dz88PW1pavv/76hQfmvClCQ0M5duwYJ06coG3bthqBU7m5uYwcORIDAwNu3rzJ1q1bad68+atusgYTExNu3LhBo0aNsLW1xcPDg/Hjx3Pr1i127tyJvr4+KpVKI/NGnz598PDwQEtLCxcXF5YtW0ZhYSGhoaGEh4ejr68vB8Wp9evXD3t7e7p06ULdunU13hszZgyenp6sX78ebW1t9PT0UKlUldpqaWnJjBkzGDJkCNu3b39knxQKBUqlkoULFzJ8+HA5oKi8f8v++bopH3xV/jzt6emJj48PKpUKc3NzAFq2bMm3336LQqGoFHBbWlrK/fv3uXPnDtnZ2Rw/fpxJkyahr6/PuXPnKCkpkQMa161bx/79+6lWrRrh4eE0adKE9u3b8+6773L+/HlWr15N586dX95GKEdPT49evXoTIje7AAAgAElEQVRRWFjIhg0bGDBgAKdPn6ZOnTq0atUKa2trmjZtiq2tLdWqVZMzATVp0oT//Oc/+Pr6snPnTmrVqvWXPl8dDLtgwQIePHjA5cuXadOmDTVr1iQrK4v09HQ6depEv3790NHRobCwkMTERHr16sXdu3eBqgNjk5OTKwX+aWtrU6tWLWrVqoWxsfHf3XSC8MzCw8MB8Pf3fymfV1RUxKBBgygsLOT333+nXr16FBUVoaWlJWepq1GjBg8fPqRWrVpcvnwZMzMzLl++TF5eHosXL2b48OG4urr+5cx9FTPTeXl5cefOHdLS0sjIyKgUEG9iYiIvW6NGDUxMTEhPT+fUqVMsWLDguWwXQRAEQRAENXHnVhAEQRAEQRCEf7TU1FS2bduGQqFg/vz5/PLLL4+cb/r06SgUCn755RcKCgo4f/48LVu2lLPKmJubU1BQIJd+kiSJxo0b06JFC3Jzc9HT02P69OmcO3eO//3vf6xfv55bt25x/vx5OaMNQN++ffHw8GDXrl3ytLFjx3Lo0CEcHBwYM2aMPJ+dnZ0cCFRew4YNCQ4OZs+ePXKGH6DK7De2trbcunVLfnKzpKQEb29vNm3aRFZWllxeQXj9rFmzBnt7e/r164dCoXjq5YyMjAgKCsLe3r5SiZeqSrs8iZeXF/n5+axevRqFQkFQUBC+vr40+3/s3XtAjHn///FnJ0RHCjmVikJJ2KSUlENCss5ESWItNjeL1LbxzVosdtc6RMi9ZVdOkRtRCeWwNlQOiyQUtlBR6dzvj35z3Y2yaw/Yvffz+KeZa6655rqumblmps/rer8NDGjYsCEffPABJ0+eZPjw4QDs37+frl274u/vT0lJCdeuXSM5OZnbt2/j6uqKnZ1dnUo+APr6+piZmZGVlcXKlSulqjs9e/YkPT2dPXv2kJ6eDoCfnx/nz59HV1eXDh06cOLECQoLC1FQUODUqVN8/fXX5OTkMHToUNLS0pgzZw4AP//8M2PHjsXOzg5jY2MuXLhAYmIiaWlpHDlyBKipCiMbqOrduzezZs2iW7duHD16FICPPvqIvn37Ymdnx7179zh48KBUlef48eP1ti2R6devnzQQP3LkSHJycl7rOf2rkLXe+fzzz6Xg1Lhx49i0aRMAjx49Yu/evXz11VdSa72/Gj09PczNzTEwMCA3NxcbGxuWLFmCq6sr/fr1Y9y4cXLzq6qqoq2tja6uLvPnz+f06dPs2rWLkJAQaTCxadOmJCYmSvcJDAzkwoULrF+/nqSkJKBmENTY2BhtbW3i4+M5evQoCgoKGBgY4ODgQHBwMFAzSOrp6YmmpiYJCQm/GMqpbdGiRfWGckC+nZvw+hISEqSKNW/Cq1pxaWho0KhRIwYPHvxay1mwYAH29vYEBgbSokULuTaISUlJDBgwgISEBCorK6VpS5culVod3r9/ny1btnDw4EGWLFnyp2/n63BwcODQoUMcPXqUhIQE9PX1uXjxIocOHSIiIkI6Ji9btoykpCTi4+PR0tKS3ledO3fm6NGjvzuUA/8Nw/r4+HD16lXs7Oy4dOkSR44coUWLFoSEhPDjjz9SXV1NYGAgDRo0YP369Tx48ED6riYLxhYXF0vHektLS/7zn/+QkJDApUuXaN26NVVVVRQVFZGVlUVubu4f3n+CUNtfsY1tVFQUNjY2TJ06lbZt2zJ58mSUlJTw9vamXbt2DB8+nKFDh3Lz5k2++eYblJSUUFZWJiUlhd69e7Njxw6OHj0q195P5uVjdWZmJu7u7nXmq/076vHjx7i5uZGQkICtrS3V1dXSMSA9PZ1PP/20TuW6CRMmMG/ePKysrERFUkEQBEEQ/nSiYo4gCIIgCILwxtV3hndWVhZubm707t2b1q1bv/IMcEEwMTFh8uTJzJs3D4Bbt27VO6hUu0pIQkICx44do7i4mNu3b9OlSxeqq6vR1dVFR0cHGxsbVFVVefHiBe7u7ixYsIDHjx+joKCAvb09M2bMIDo6mgsXLvDTTz/h4ODAsWPHpMfy9fXF19cXqBl4l6kd1AFYsmRJnXVNTEwkMzMTc3Nz+vfvT0VFBf379ycgIICwsDD69OkD1Axg1Q4DaWlpYWFhAdS0BHJ1daWyshINDQ3Mzc3/yC4W3qHar6XaagcAZJcNDAwIDw8HQFlZmdDQULn7/Fprl19iaWlZp7KTLChU+0zroKAg6fLLYQIVFRUpoFDfcpydnbl06RKamposWLCA69evk5ycDNS0pzMyMkJJSUkabNLS0sLU1BQtLS0OHDjA0qVLiYuLQ19fH1NTU4KDgxk1ahQfffQRBQUFFBcXS+1rtLS0UFJS4urVq/Tr14/nz5+/8n3y5MkTAgMDKS8vZ9asWTg7O7N8+XIaN25MbGwsISEhLFu2DHNzc2kfDxo0qE7bEhknJydOnDiBlZUV5eXlcmdj/53cvn1bLjglCxiam5ujrKxMt27dpBDVX42s/RlAdna2dDkuLu6V9/n+++/lrru4uODi4vK7Hr+wsJAhQ4ZQVlZG//79uXXrFjNmzKCiooLS0lK++OIL5s2bR7NmzXBxcaFLly4sXLiQ8vJyvL29mTJlCocOHeLTTz+lZ8+eUtUrT09PAgIC0NPTw8PDg9zcXAwNDRkxYoQUHPP392fAgAG/a72FP9+rWnFBzTFzzJgx0nXZsb529S/ZZRcXF1xdXcnOzsbHx+eVbRAzMzPp2rUrUPO+lX0HMTY2lqq3yCq//BOFhISwb98+Hj16hL29PU+fPqVnz55oaGiQk5PDli1bSEpKwtjYmObNm6Ovr8/58+cZNmwYGzZsAP4bjL18+TKBgYEAUvCvqqqKpk2bsnfvXhYuXIi9vT3du3enZcuW73Kzhb+o2pWv3N3dycjI4MSJE1K1qP3797Njxw4KCwv57LPPGDhwIJ6enqipqXHz5k1iYmLk2v2Gh4fTpEkTRo8eTWlpKdra2lIrxbfhzp07dO3aldTUVHr27EllZSXdunWjsrISe3t70tPTGTduHOrq6igpKWFhYUF8fDyurq48evSIwsJCwsPD/7RKNYqKiqxevZqoqChpmuwYcOXKFUJDQ2nZsiVPnz5l1KhRbN68GScnJzw8PN5oYFMQBEEQhH8uEcwRBEEQBEEQ3rhFixbVmXbq1Cm8vb2ZMWPGO1gj4W3IzMwkIyMDR0fHP7QcV1dX5syZIy3Hzc1N7vYdO3YQHBzM4sWL8fHxoaCgAEVFRbZs2YKqqioeHh5cuHBBarFjZWVFaWkpy5Ytw9vbGy0tLcaMGUN6ejoqKiqYmpqyZMkSevXqhZOTE8XFxbRs2VKubdUfVTtgISO7/nIg4+nTp3h7e7N27VppupaW1isH+v7pMjMzCQgIIDw8nNmzZ7Nu3TqioqKwt7enadOmhIWFYW5uLrV5Et6u2m1M9u7dS2BgIHZ2dqirq7Nz5072799PUVERo0aNwtDQEGtra7777jv69euHtra2XFgNakJqFRUV5Ofnk5ycTFxcHMrKyvTo0YPWrVtjb29PVlaW1CpGRtYSDGqCTLLwTH5+PgArV64kLi6O8vJyOnXqVGc76mtbIjNhwgSWL19OdnY2I0aM+HN23FskO3vc0NBQCiTKglMAV65cobKykpSUFGmaIE9DQ4PTp09L1xMSEigpKeH48ePs2rWLY8eOkZOTQ2xsLEpKSvUGvZYvX87JkyfJy8ujX79+csvfvHkzAwcOxMfHR2qdWDs4Jvx2z549w93dnUaNGqGhoUFmZiYGBgaEhoZy7949PD09KS0txdXVlYULFzJ48GCOHDnC4sWLefHiBWvXrsXZ2ZmdO3fy/vvvo6CggLm5OV9//XW9j+fj40Pz5s3R09N7rfXbs2cPGzdupKioiK+//lquDeLEiROl4IeBgQEpKSmA/Ps2PT2doqIiCgoK5Kr0/dPIwrCyVqhz585l5MiRJCQkcPz4cSIiIuRC0urq6mhra8u9t+oLxlpZWdUJ/rm6ukqfE4JQH1nlKwcHBy5dukRsbCxJSUnSd5SxY8cyZcoUCgoKGD16tNSS09bWlm+++Ybo6Gi5dr+bNm3CyMgIKysr/P398fHxeavb0759e9LS0mjfvj0HDhygXbt2XL58GUtLS06dOsXgwYNJTU1FXV0dqAnOWFpasmfPHqkaaH5+fp3vbDIpKSkMHjxYCrjKhIeHSxV4ZAE6ZWVldu3ahYaGBkuWLMHCwoLNmzdLVVgVFRWxt7dn4sSJxMTEUFFRwcCBAzl+/DhmZmbSyRCCIAiCIAh/JhHMEQRBEARBEP6wXzvbz9fXl4CAAIyNjYGaM8mXLl1KdXU1FRUV/Pjjj3K3C/8bMjMziY+P/8PBHAUFBdatW1dnuqxdlGygXldXl48++oiEhAS5qh4xMTFy9wsPD0dRsaarrywEU18LIRcXF9TV1VmwYEGdSjhvU9OmTTlx4sQ7e/y/M9nrJioqCjMzM5o2bSpX/aW22kGy2uGeX/K6870JtQNcfyfdunWT2vkArF+/Xu52bW1txo0bxyeffML777/PnDlzUFFRITg4mLCwMKqrq9mzZw8BAQEYGBgwdepUbt68yciRI8nKyuLChQvMnTuXiooKAgMDpeCPLCTRtm1bjI2NOXjwoPSYtVsVVFdX8+TJExISEjh9+rQ0UPvyfLKBpCZNmlBeXo6Kiop0m6GhIQ8ePCAyMpKdO3f+uTvwLTAzM8PPz4+MjAx0dHTkglP5+fk0b94cNzc3cnNzpX0j/DpLS0ug5j2wZcsWLCwspHZv9QW9FBUVpQonurq6csu6efMmH374IYD0eSb8fs+fP2fSpEksX76c3bt3o6mpSWhoKAMHDiQ/P58VK1awZMkS7OzsGDRoEJMmTaJjx47cuHGDe/fuoaysTHZ2Nm3btuXixYtSO8DaAcCXbd68+Tet47hx4+RasH355Zfs27ePwsJCFi5cyLZt26SKD/369cPGxoYGDRpI1aPatm2Ll5cX6enp0sC1UPOZo6amhqOjo1RpSBDeltqVr8zMzKSTCGTfN2JiYvjqq6+orq6Wa4spC5fL2v3KgiW9e/dGQUFB+rx52yF0Nzc3Ro8eTWxsLJmZmYSHh1NWVsbWrVspKSnhwIEDNGrUiA4dOkj3qV1t6tatW3z88cevXP7LAVeoae/79ddfk5SURHZ2NrNmzeLAgQN1pkVFRbF161aSkpL44YcfOHfuHHp6ehQVFfH8+XPOnDmDjY0N/fv3Z/r06W98XwmCIAiC8M8kgjmCIAiCIPzlyM5grD1w9zre5QDpP92vne33MjU1NRYtWkRFRQXe3t6vHCgX3p3f8z6UnbVdXl5O165dyc/PJykpifj4eGbNmkVoaChqampcuHCB9evXs2nTJoqLi4mJiaFJkybMmTOHy5cvo6GhQUREBLm5uUyePJmGDRsyYMAAFi9ejIWFBZ07d+bmzZu0adMGXV1dKisrmTVrFomJiUyYMAGAQ4cOsXLlSmlw3tnZGWtraywtLVFVVcXPz4+pU6fy/PlzOnXq9MpBKjs7O86ePfun7FPhtykrK6tTij89PV0KaABMnDgRZ2dnysvL0dXVJTIyUm4Zffr0YefOnRw9epTr168zatQoioqK6NOnD05OTnLl/2fMmMHevXvx8/NDSUnpFwdUhTfHycmJVatWERMTw7Vr17hz5w56eno4OTmRlZWFuro6dnZ2AHh5eXH79m0yMjJQVFRk6NChqKurk5+fT0REBN7e3lRUVEjBnWXLljFkyBD69OlDr169XrkOrxqotbKyws3NjXnz5tXbtqQ2FxcXYmNj0dTUfDM76g36pdY7+fn5tGnTRnzX+h1kVUxSUlJwcnLi6tWr0m31Bb2qqqooKioiLy9PriIT1LRuPHfuHGZmZlLFnNrBMeG32b17N9OmTaNLly7s3r0bMzMzAFq1akVBQYFcWzdLS0vu3LmDra0tJ0+epGHDhjRs2JDjx49jY2ND3759OXXqFBMmTGDw4MFMmjTpjazzy20Qx44dK1328/PDz89Pbn51dfU67Qf/yRwcHKRQ9qFDh+rcLgu/1heC/bsGY4W/ntqVr6ZOnUqzZs2YNWsWUBMUllVOKy0txdbWVrqfLJD5crvf0tJSoqKiSElJwcXFhUuXLmFtbf3Wtkd2Uo6ysjLTp0/H09OTf//730yePJnevXvXmV/2XUJWbWrChAly7f1e9nLAtWXLluTm5qKvr4+KigoGBgYUFBTUO+3x48fo6+tLVRVl3n//fQ4cOEB8fDwBAQG/+X9QgiAIgiAIv4UI5giCIAiC8JeSkJDA1q1b67Sq+DWZmZn4+vqipqb2htZM+CW/drafzLx580hOTq63tZXw96ejo8Px48dRVlbG3d2dfv36YWhoSP/+/dmzZw/37t2jS5cutGrVimnTpvH1118TGBiIvb0933zzDYcOHaJNmzY8efKE9evX06xZM0pKSrh27RpXrlzh3r173Lt3j0ePHlFeXs7169eZMGECT5484cmTJ6ipqbF+/Xo8PT35/PPPUVJSQkVFhWnTpnH//n0eP36Mv78/bdq0Yd68efj5+dG7d28WLlzI2bNn6/2HsfDLPD0931i1q6ioqF8txZ+YmIiqqiqNGzfmhx9+4D//+Q9btmzh/PnzjB8/nurqajIyMmjQoAFNmjQhKiqKvn37Ul1djYuLCzdv3sTU1BQPDw8CAgKk1iUffPABu3btYtSoURw9epSffvqJNm3asHTpUuLj41FUVGTbtm1y69K5c2d0dHSkMJijoyPvv/8+RUVFUmjIw8ODzMxMFBUViYuL+8dVuqg9EPoq6urqJCUlSYMjDg4OVFdXU1JSgqqqKgEBAWRkZDBnzhy2bNnCyZMn+eyzzygrKyMoKIg+ffrg6+tLXFycdAb0Rx99xOLFi4GaM7OXLFki95i1B1ll7UrqG6hdvXq13PWX25bUbnWioKAgBQUFAeTbuK1evVoumFNf0GvhwoXY29vTvXt3qU2RzLRp05g8eTLffvstRkZGbNu2TS44JguvCa9nypQpZGVlERUVBdStomVoaEhycjL29vZcunSJ2bNnY2BgwJAhQ5g6dSrq6up8+eWX7Nq1i8rKSpYuXQrUDB6/qWCOIAh/fyEhIXKVr1JTUzE3N+fu3bt069aNVq1aYWRkRHV1NcXFxeTn53Pr1i0mTpxIZWUly5YtIzMzEz09PZSUlNDV1eW9997jxo0bJCQkkJOTg7Ky8ls9CWbIkCEUFhZy584drly5grGx8Wv9xnqd9n71BVx1dXXJzMykvLyc7OxsNDU1652mo6PD3bt3qays5NKlS9IyR44cKZ1Y8qoWWoIgCIIgCH8WEcwRBEEQBOEvqXb/8D179hAUFCRXSUNTU1OuusZnn30m3be8vBwPDw+mT5/O06dPWb58OWpqasyfPx8XF5c/fV1l7U86d+7M1q1b8ff3Z9u2bXh5ef2m5fj6+rJ69WqprcHfya+d7SdTe1BTVvFC+OtKS0tj2LBhPH36lO+++w4PDw+pGs6GDRsICwuTqh4FBQVhbm7O2rVr+emnnyguLubUqVOMGzeOzZs3c/LkSV68eEFxcTFNmzZFXV2d+fPn07lzZ86fP4+fnx+dO3dm6NChBAUFERISQuPGjdHS0mLw4MGoqKhw5coVFBUV6dq1K8ePH6dx48YAqKqqoqamRmJiIoaGhhQXF3P16lU0NTUxMDBAXV2d6upqmjdvTps2bYCa0u+LFi1CQUGBwsJCrKys3uWufmOqq6sZOnQoz58/58SJE7/5+PJbj0sJCQm0a9cOQ0NDjh49SmVlJUOGDPk9q05GRoZcKf67d+9Kt1VXV6OgoEBJSQmXL1/GyMiIkpISoqOj6dChA5qampiamsr9433z5s3s2rWLtLQ0VFVVgZrqXTdv3mTmzJn079+fvn378vTpU5YtW4aqqioTJ04kNTWVvXv34ujoSHZ2NgkJCVy/fp3ly5eTnJwsBXvu37/PqlWrKC8vZ9WqVRgbG6Ojo8OhQ4eorq6mvLycrKwsTp48Ka3/q/yez5D/NbUDn9OmTWPTpk1kZ2fz888/06FDB548eSL3+pBVtiopKcHd3b3OGdBv04YNG9i/fz+HDx9+q4/7NhgYGIhqOb/Ty23cau9HKyurOkEvV1dXqb2VTO3vTi9XaXo5OCa8PgUFBUJCQhg3bhxPnjyhT58+crcvXLgQDw8PysrKGDZsGK1btwYgLy+PPn36SL8zTExMOHXqFIsXL6a8vJz+/fu/i82pl6jyIgh/PfVVvlJQUKB///5SJdpVq1axc+dO6Te17DdQQUEBo0eP5tixYzx//pxBgwYxfvx4EhMTOXr0KMHBwQwaNIgvvvjirW7Tyy2EX9frtPerHXAdP348KSkpKCkpMWvWLKysrMjKyuLYsWPSNDs7OxQVFVm/fj3KyspMmTJFqmwmo6GhQaNGjbh+/frvWm9BEARBEITfQgRzBEEQBEH4y0lPT+fWrVt07dqViRMn4uLiQmZmJj179sTV1ZVNmzZx8eJFTp48KU3buXMnUFO+uUOHDvj6+tK3b1/c3d2JjIzEwMDgjbUlyczMJD4+HkdHR/z9/YHfN6j65ZdfvonVeytkZ/ulpKSgo6NDz549sbW1lcpZy0RFRWFvb0/Tpk1JTEz8xTPi3pT8/Hzi4+N5//33X2v+zz//nEmTJkmDMP800dHRLFu2jEuXLslVw7l161adeWNjY+nTpw/NmjVDTU2NnJwcbt++zezZs2natCk3btygY8eO3Lx5E3V1daqqqhg+fDiKioqkp6djZGREWFgYw4YNIzExkZKSEmbOnMnu3buJjY2lYcOGUojmwYMHaGtrAzXve9kAvZqaGo0bN6Z79+707t2bjIwMPDw8UFBQkKtOYmJigru7u1TKvKKi4i3szbfv4cOHqKurEx0djY+PD7du3aJx48bMmzdPCisEBwdLAwC2trbExMQwffp0Tp48SVpaGrGxsQwaNAgHBwd69uxJYmIiXl5eclVsXrx4gZeXF+fOnUNfX5/jx49z69YtFBUVKS4uxsXFhejoaNTV1V973du3by9Xit/U1JS0tDSgJjTWoEEDPv/8c4qLi6moqKBnz57S6+T58+cMHz6crKws7t69S7Nmzdi+fTv5+fkUFBQQGhrKzz//TMOGDTE3N0dXV5enT59y7tw5Bg8eTFFRETk5OWzZsoXKykq2bdvGmjVrUFBQwMHBgYcPH/L06VNKSkpo3rw56urqlJSUsGrVKp49e8aNGzeYPHkybdu2ZeLEidy8eZPGjRuTk5PDxIkTyczMpLq6moYNGxIREUGrVq3ktl0Ec+QDn0ZGRixcuJCdO3fi7+9PdXU17du358SJEwByASyZd3kG9MyZM5k5c+ZbfUxBEH6f2pW89uzZI3db7SBU7YpYMrUDo48fPwbA3t5ehGAEQfjdfq0SbUxMDF999RXV1dXk5ORI9+vRowdVVVXY2toSFBQkVdJp1KjRO9mOP9vLVRcTEhIYPnw4AB4eHvTt25eAgADpN6GHhwceHh5yy5gxYwYzZsyos2wVFRV0dXXf3MoLgiAIgiD8f/+sutmCIAiCIPwtlJWV4eXlxfTp00lNTeXatWt88sknjBs3jhs3bnD27FlycnLkpmVmZlJRUcGhQ4cwNTWVzjyTtcLw9PQkPT39jazv5s2b+fbbb3FycsLd3Z2DBw+SlpaGg4MDx48fZ/ny5fTt25devXpJg4cODg74+fnx3nvvsXXrVmlaRUUFjx49YvDgwdI8fwe+vr58//33DB48mNu3b7Nr1y6SkpKIj49HS0uLsLAwjI2NiYqK4unTpwCEhobyf//3fwDS7W9Dfn6+XFjol1RVVbFo0aJ/bCjHzMwMgNatW5Ofn8+oUaNwcHAgMTGRBw8e1Gn10L17d3bt2sX169cpKiqiU6dOXLlyRa5tTO37qKuro6GhIbUievLkCbdv3+bIkSO0b9+e8vJy5syZQ2pqKg4ODnTu3BlNTU22bt3KsGHDaNCgAQANGzaUSpsXFhaioKDA7NmzSUxM5OHDh3z88cd1tm3x4sUEBwfj6OhI//79uX///hvZh+/aggULOHHiBJaWlhw7dozS0lL69OlDUFAQs2fPpry8nJEjR3L48GGqq6u5du0aqqqqfPjhh6xevZomTZqwbt06goKCpLL4Xbp0ISwsjOjoaI4ePcqIESPw8fHBxcWF6upq0tPTcXNzQ01NjY0bNzJ+/Hjy8vKYMmUKPXr0ICsrC6hpHdK/f3+8vLwICgqqs+5ubm6cOXOGQYMGkZ+fj4aGBg8ePMDFxYXc3FygJojVoEEDnjx5QkZGBmpqagwePBgTExM2b96MtrY2J0+exNDQkJCQEKkFwIABAwgODsbY2Jjc3FyuXbvG2bNnKS0tZceOHZSXl9O2bVt++ukn7t69S69evRgxYgSPHz+mqKgIbW1tsrOzMTIyIi0tjUaNGqGqqsrkyZMpLS3l3r17GBkZcezYMZSVlbly5QqRkZHMmTOHe/fuceHCBXx8fDhx4gTOzs5MnjwZCwsLLl++zObNm6XPEFkQ6Z9AFnLNzMzE3d2dkJAQ7O3tGTp0KJs2beLgwYMMHTqUzMxMAHr16kVpaSlOTk6cPn2a0NBQevfuzY0bN3jw4AFeXl4kJibSo0cPbGxsaN68Ofb29owcOZLKykoyMzNxdHSkS5cuGBsbs3TpUgwNDenTpw9FRUUALF26FAcHBxwdHaXHfdd+6fvM5cuXuXjx4lteI+F1ODg4yFXLEQRBEIT63Lhxg+TkZDIyMggPDyckJARbW1scHR3Jy8tj3rx5VFZWUlBQQHFxMVBTEWvp0qU4OzsD8PTpU6ysrLh27Rp5eXnSsquqqt7JNr0psirLjo6O0v8YoKYinbW1Nba2ttJvxPqmbd68mebNm3Pz5k0aNmz4TrZBEARBEIR/FjVhi8IAACAASURBVBHMEQRBEAThL6dDhw6kpKTQrVs3du3ahZ2dHcnJyfTs2ZPk5GRUVVWly7K/+vr6nD9/nlatWmFlZcW6desA0NfXJzQ0FB8fH9asWfNG1tfHx4dJkyZJARtXV1fMzc1JSEhgwIABfPTRR5w8eZKIiAi5UtJjxowhMTGRHTt2yC1v+fLlzJ07l4SEBJYtW/aH1y8hIUEa9P7000/p3bs3ycnJdeZ7ObDychn/XyMLACgrKxMaGgrUBKNk/0i8d+8eR48eZeLEiaxatYqgoCBiY2OpqKhg/Pjx2NvbM378eCoqKqQz4IYNG4atrS2FhYW/fwcAZ86coVevXjg6OmJjY8Px48dxcHAgNzeXFStWyK0jgIWFBe7u7qxcuVIaBH3x4gXjx4/H0dGRsWPHUl5ezv79+7GyssLR0fF/smVJ7RDN48ePcXNzIyEhAVtbW6qrq9HU1OThw4dATQWTDh06sH37dsaMGUNUVBTdu3fHz8+P4OBg1NXVpYpSLVq0YOTIkUDNIHP37t1RUlKiQ4cOlJaWoqioyMWLFyksLERdXZ379+8THx+PhoYGmpqaPH36lCtXrpCdnU1RUREpKSn88MMPaGtr8+LFC/Lz82natCkVFRUUFxfj6ekJyLdx0NXVZf/+/cTHxxMbG0v79u3f0l59u4KDgxkwYACjR49m/fr1nDt3jtjYWKqqqjhy5Ah79+6la9euDB48mCdPntCxY0dOnz5Nz549adGiBQ0aNCA/Px+AJk2acOrUKe7fv4+enh6mpqY4OztLFY2++eYboCZwNXDgQBQUFLC2tiYtLQ1FRUUiIyP517/+xd69ezl//jwNGzYkNjYWExOTetf97NmzfPXVV8TExODs7IyioiJHjhzh8OHDfPvttzg7O2Nqaoq3tzeLFi2iU6dO5OXlERERQXJyMvfv3+fmzZtcunSJdu3a4eTkxIABA2jcuDE3b95k7dq13Lp1i7KyMlq3bo2ioiJGRkZ069aN5s2bY21tjbm5Oaampujp6XHu3Dk6dOhARUUFP/zwA2ZmZty+fZuysjIUFBRo0aIFK1eu5MaNG5iamhITE0NZWRmxsbHo6Ojg4+PDv/71LyorK+ncuTP+/v74+vry6NEjNm/ezIYNG9ixYwc+Pj7SZ4i5uflbe628a7Jgjoyvry+nTp3i4sWLeHh4cPHiRQ4dOkRERIT0ng4LCyMuLg5LS0vCw8P57rvvcHJyIi8vj8jISDp16kROTg52dnbcvXuXU6dO0alTJ+lx8vLyGDVqFGPGjCEmJoYJEybg4uJCTEwMaWlpUuuy9evXs3z58nexW34TEcz560tISPhTWquFhYWJlqCCIAj/g5YvX05JSQkvXrxg4sSJdcI09vb2XLp0iZycHHJzcwkICCArK4vz588TGRmJr68vOTk55OXlSeFmT09PZs2ahbOzM9XV1XzwwQc4OjoyZMgQ8vLy5H4rb9u27R1t+W9XUlLCkSNHmD59OseOHQOgsrKSr7/+mtOnTxMREYG/v3+90yoqKti6dSsPHjzg66+/fsdbIgiCIAjCP4UI5giCIAiC8Jdz+/ZtVFRUGDt2LI0aNUJTUxNVVVWGDx/Ow4cP8fb25smTJ3LTJk6ciK2tLY0bN0ZXV5fr16/z/fffExQURN++fZk9ezZjx459J9vz7bffYm9vj7e3Nw8ePJCmm5mZ0bBhQ7n2OgA3b96USla/fNsfFR8fz9mzZ6X2PbX9lkoy9Vm6dCkDBgyQQjmXLl0iIyODpKQk4uLiaNu2Lc7OzkRERMhVMNm/fz+dO3fm1KlTdOnShb1790q3RUdH4+LiQlxcXL2P+ejRo9cKLx0+fJhWrVoRHx9P7969sba2JiEhgcrKSuLj40lKSmLp0qXSwGtWVhYhISEsWrRIWkZoaCiurq7Ex8fj4ODAnj172Lt3L5GRkcTHxzN48ODftd/+LhQVFVm9ejVubm5SNQknJyeOHj2Kq6vrL97XzMyMpKQkNm7cyPz584GaQE7Lli0BCAoKomnTpkRGRrJy5UrU1NTQ19enY8eODBgwgMrKSkJDQ3FwcEBbW5suXbrw4sULtm/fLgU/rKysyMvLIz4+nhcvXkitJM6fPy8XiPun0tTUlFr8Xb9+ndLSUnx9fQkMDOTGjRukp6dTXFxc77FH1gawcePGpKSkoKenR2ZmJvfv3+fYsWNMnjyZgoICFixYgKenJ+vWrWPmzJmUlpZy+vRphgwZQqNGjVBUVJSqL925c4euXbsC0K1bN+mxEhISyMjIqHP5VQwMDKQqFP369WPu3Lnk5ORQUFBAWloaqqqqWFpaoqysjJubG56enjg5ObF27Vqys7N59uwZoaGhNGvWjDZt2pCYmMiaNWuorq4mPDwcAC0tLT788EPS09N5+PAhqqqqqKmpcePGDSwsLKQKQJqamlJASBY+zM/PZ8uWLXh6euLv74+SkhIlJSWoq6vToUMHmjdvjra2No0aNZL2zT+VrPrc1KlTefDgAaNGjZIqLJWXl+Pk5FRvxZtRo0Zx8OBBtm3bxty5cyktLcXU1JSOHTuioqJCTEwM3333He+99x4tW7Zk586dPHjwgHHjxtG5c2cUFBRo1qyZFM67f/8+e/fu5fr16xw9epTWrVvzwQcf8OzZs9+0PVVVVXh7e9O3b18GDx5MbGws1tbWWFtbExsbC9RUUfH396dnz55s2bIFd3d3LCwsiImJkW6fP38+1tbWbN68WW759YVFN2/ezKpVq5g4cWK9A2/CP9efFQgSBEEQ3qywsDBsbW3p0qULCgoKfPDBB1IlWm1tbYqKijA2NqZDhw60aNGCjIwMxo0bx6FDh9DU1ERXV5cmTZqgo6PD2rVrpUoytra2HDt2jEOHDtGuXTvi4+OZNWsWmzZt4vDhw6xYsYL4+HimTJnyjvfA65O1rerWrZv03So3Nxd9fX1UVFQwMDCgoKCg3mmPHz9GX18fZWXlev83IgiCIAiC8CYov+sVEARBEARBeFmLFi2oqKhAS0uLuLg4AgMDSU1NxcjIiJ07d6KlpcW+ffvkpuXn56OmpkZaWhozZ87E3t6ecePGMW7cuDe+vioqKlRWVspNq11pZMOGDVy6dInbt28zbdq0euepzcTEhHPnztG/f3+qqqrqhHNKS0sZPXo0ZWVlaGlp4ezszMWLF7l8+TIaGhpERESgqamJl5cX9+7dQ19fn7Zt2/LNN99ILYGio6Nxc3OjvLwcXV1dIiMj2bx5s1RJZvfu3Tx//pzJkyeTkpLCjh076NatG6GhoVKFn6+++oru3btjYWGBubl5nXZPtQNGr9pWqAlide/eHUCqgNSiRYs6bZTq07JlS6kKyy+ZOXMmwcHBTJo0iZKSEpSVa74GZ2ZmSuGAnj17Si2XTExMUFVVlVvG9evXSU5OJiQkhJKSEsaPHy+1SquoqMDf358OHTr86rr8XTg4OODg4AAgVaeYO3dunfmSkpLqvW/t+wGcOnVKuiwLPNSuYJOQkACAt7c3pqam7Nixg3v37sm9Nk6ePMmePXvw9/eXQh7p6elcv36dhIQE6XH19PR+zyb/T7tx4wYmJiYUFhZSVlbGnDlzmDlzJgoKCvj5+bFmzRoaN27M+fPnGT58uBTGqU1BQYHdu3dz+PBhfH19Wbt2LZaWluTk5FBZWYmfnx9FRUWsXLmSTp06UVJSgq2tLT/88AMpKSn06NGD+fPnU11dTWpqKtu3b+e7776jR48eaGlpsXHjRpYtW0azZs2IjIwkLCyM/fv34+TkxI0bN0hLS6O0tJTp06fXu40aGhpcvHgRR0dHoKbiiqurq1QRRVbdafHixfj4+FBQUICioiLZ2dno6upKxyldXV1KS0sZNWoUFRUVKCsro6Ojg4mJCcbGxuzYsYPQ0FD69u1LWloan3/+udx6uLq6sn79eh48eEBcXBwWFhb8+9//JiYmBjU1NRITExkxYgRFRUUcOXIETU1N6b6y/f5Lx8z/VT4+PhgaGuLt7c2IESOIjY3lu+++Y+/evcyZM4dDhw6hqqpKQEAA8fHxdOjQgby8PGJjY9mxYwfPnj3D2toaNzc3GjVqxPbt24GaAa7CwkLMzMzIzMxEVVW13v0su2xpacm6detYsGABOjo6rFu3DhsbG8rLy3/T9hw4cIDmzZsTGhpKVVUV9vb20tnczs7O9O/fH4BRo0YRGBhIq1atuHbtGpWVlcyYMYNBgwYBMGLECFasWIGdnZ3cMVUWFh0/fjwbN25kz549+Pj4UFFRgbe3N9HR0bRr146NGzdy5MgRNm3a9Ldpj/m/5MGDB0ycOJHy8nIMDAzo3r07aWlpODk5kZqayp07d2jSpAkzZ87kxo0bqKqqEh4eLlVKKC8vp2vXrmzYsIGysjJGjx5NaWkp2tra0mtE+PuSVT2q/d4WBOGfTVtbmw0bNvDgwQOmTp1Ks2bNmDVrFlDzPfHWrVtYWVlRUFDATz/9hI2NDT/++CNKSkooKChIbVjNzc0pLCzks88+Y9q0aVL4RHYCU0xMDBUVFfTu3Zu5c+cSHBzM1q1bmT17NlZWVu9yF7w2WUuqlJQUnJycuHr1Krq6umRmZlJeXk52drYUVnp5mo6ODnfv3qWyslJqNy4IgiAIgvCmiWCOIAiCIAh/KbXDADLr16+vM9/L07S0tKTB/g0bNryx9auPmZkZfn5+ZGRkoKKiAoCVlRVubm7MmzcPKysr7O3tsbe3f63lLVq0CA8PD4KDg7GxseGzzz6Tuz0qKgobGxsWLVrEBx98QG5uLkVFRZw6dYrw8HA2bdpEv379UFJSIjY2ls8++4yysjJmzZrFV199RXx8PAoKCnUGOX18fLh37560Hx89esSqVasYOnQoO3bsoE2bNhw8eJBTp06Rl5eHl5cXUVFRZGVlcebMGamUtoyJiQnR0dFy/0isL8RkaGhIcnIyQ4YM4ccff8TY2BiQHzCtHRI4c+YMc+fOpUmTJri7uxMfH094eDi9e/emZ8+enDp1Cj8/PyIjI0lPT+fbb7+lY8eOpKamEhkZSY8ePejRoweXL19m7ty5XLt2DW1tbezt7amoqGDs2LH89NNPpKamylXyMDExwcnJSWrBVF5eTkVFBaGhoZw5c4Y1a9awcePG13qOhVdbt24dO3bsIDc3l6+++kpqEfbjjz9iZGQE1H1tmJiYMHDgQKmF3W8dQP8nGDp0KPPnz6dz584oKyvTt29frl27xrlz5wgPD2f16tWsX7+eadOmYW9vLxcWOXnypFSVZuXKlWRlZREdHc2TJ094+vQp7733HsrKyjx79oxmzZqhoaHB06dP0dLSks5eff/99zEwMODDDz+kcePGGBoa4uzsTGJiIhs3bqRly5bo6elJobmQkBB69epFSkoK58+fR1lZmaVLl1JRUSGtV33hsfrO8nVxcZFrhydrYybTrVs37O3tpXCYkpISAwYMICwsjAkTJlBaWsrNmzfx9/dn5cqV9OvXT6ry1adPHz755BM8PT35/vvvSUxMpH379ly4cIEpU6Zw7949bt26hY+PD/7+/mzfvh1nZ2eUlJQYNGgQn3zySb1tA9u2bcvIkSNZtmwZpqamv+MZ/3vr3LmzXPiuqKgIHx8fsrOz+fnnn+nQoQMdOnSQ5ktOTiY6Oho1NTWKiopo3LgxDg4O0nPaqlUrDh48SG5urnR2dX3hM4AGDRqgrq6OtrY2eXl5+Pn5oaioyPjx4/Hx8XntbXi5+p2CggIaGhpAzWtMxszMDBUVFUxNTWnRogWAXHUbS0tLlJSU0NfXJycnR5peX1i09vu2voE34e3T0dHh+PHjKCsrM2DAAOLi4lBWVmbr1q24ubkRFxeHoqJinRDVvHnzpPu5u7tz69YtkpOTsbKywt/f/1dfi7UDQV27dmXMmDHSbStWrODgwYM0bNiQsLAw2rVrh4WFBRYWFr8axhYEQRDerJCQEPbt20dhYSELFy4kNTUVW1tbGjZsyL59+xg2bBhHjx6lS5culJWVce7cOen7c3V1NTdv3mTKlClcuXKFa9euceTIEeC/1TBNTEyYPHky8+bNA/77m7Z2GEh2n786FRUVnJ2dKSkpYfXq1Vy9ehUlJSVmzZqFnZ0dioqKrF+/vt5pysrKTJkyBRsbG/r27fuuN0UQBEEQhH8IEcwRBEEQBEH4gzQ1NeWqgQCsXr1aumxnZ1fnPrLBwtqXZX9btmwptbGoz8stYJ48eVKnqoi+vr40+NijRw/Onj0LQE5ODlVVVZSUlNQ7yFmbsbExZ86cwdjYmPz8fDIyMkhJSaFfv35y85mYmNCkSRNyc3Plpnfr1g19fX25fyQOGjSImTNnMnr0aGm+ESNG4O7ujr29PXp6eixcuLDeKiwyslLbDg4O3Llzh/j4eACePHlCQEAAlZWVdO/enczMTC5evMjWrVsxNDQkLS2NoUOH0rFjRwoKCliyZAmHDh1i8+bNfP7551JLplu3btG5c2e5UA7UVHOYNm0aGzZsoLq6muXLl7Nv3z7OnTtHYWGh3HMu/H5z587Fy8uLYcOGsXv3bnR0dLCzs0NdXV2qjvUyCwsLWrZsiYODAwoKCr95AP1/mYGBgRS2c3Z2lrttxYoVdebfunWr3HXZcSkoKEi6HB4ejqKiIsrKyowcOZIffviBDh06kJ+fz/r16wkNDSU6OpqIiAh+/vln5s+fz9dff42npyeWlpYsWrSI4cOHU15ezuPHj2ndujVTpkwhPz8fdXV1+vTpQ//+/enatSsBAQEcPXqU48eP4+3tzaZNmygvL8fZ2Vmu4temTZuk9mfW1tY8efKETz/9lKFDh9K0aVOptdaAAQMICAjgwoULTJ8+HVNTUxQVFaXgkWyfyaoY7Ny5U5puamqKi4uL3P6RVX2SzS8LFgJs2bIFZWVlVqxYQbt27YCa4NDL4SHZMl71uP8UtYObL4fvYmJi6NixIzt37sTf379OxZtRo0aho6ODp6cnAQEBGBoasm7dOmbPng1AbGwsFy9exNfXl5EjR2JlZcXixYs5f/48QUFBWFhY0KNHD2JjY/H09KRVq1bMmzePMWPG1KmI9Lpk1e+GDh1KVVUVVVVVUjus2gFV2Ta8KoyakpKClZUVd+/epXnz5nLLfzksGhkZSWlpqXT7ywNvtSUkJBAbGyu99h89esTWrVtfqwrdu5SZmUlGRgaOjo7vbJ3rC72sXbuWqqoqnj59SkxMDI0aNWLSpEncuXOHrKwsjIyM+PHHH1FRUUFLSwuoqYAYHBzMw4cPUVdXJyYmhoyMDKqrq/nPf/5D48aNefbsGZcvX+b+/fvo6uri5eUF8KttN2oHgmTBHqh5nmUtPBMTE1m+fDkbN27k0aNHnD9/nuTk5F8MYwv/lZCQIPe8Hz16lAULFshVPtLS0qpTDalJkyZ1Kh+lp6czefJkGjZsyIABA1i8ePG73jxBEN4RX19ffH19pesvt+Nu1qwZqqqqpKamsmnTJlJTU0lISMDHx4d9+/YxdOhQoqOjsbKyoqqqCldXV7l21a6ursyZM0euwmRGRoZcGOjvoL4TumS/eTw8PPDw8JC7rb5pM2bMYMaMGW90PQVBEARBEGoTwRxBEARBEIS/gdrtq549e0ZycjKrVq2SWv2UlJSwe/duHjx4QNeuXWnfvj1r1qxh165dZGRk4OLiwg8//EBRURFOTk5YWFigo6PD48ePKS4u5sCBA/Tv35+LFy9ia2tLgwYNKCsrIywsDFVVVRQVFVm5ciXvvfcee/bsAf47yCc7+652AEBm2bJlctdHjRrFqFGj6mzfrl275K7XVwlDRtaWSlZqW0ZXV1eqNmBkZESjRo1o1aoVeXl5+Pr6smfPHhITE6WB27KyMtzd3SkuLkZVVZVvv/2WEydOoKGhQUhIiLRc2UA5UGf7evXqVe/zJfwx9YXdZGpXx6r9OvH39//LDyj/3cmCOQ8fPuSDDz4gPz+f1NRUfHx8ePbsGUeOHOHy5csEBwdTUFDA//3f//Hll1/y6NEjqdqDgoICQUFBNGnShKZNm9KkSRM6deqEp6cnnp6eUvWYqqoqHB0dCQ8PR01NDWtra0aMGCG1lnq54peNjQ2RkZE8fvyY9957j2vXrnH58mU++eQT3N3d2bp1K23btmX8+PFkZWWxdOlSoqKiaNq0Kfr6+n9434SGhrJp0yaWLFnCkCFDAJg6dSp37txBQ0NDOm7WJygoSAojyYSFhWFubv6rg+//S+qrPifTq1cvli1bxo8//oimpuavtg1cunQpM2fO5Pvvv6dly5bS9MmTJzNlyhS6desmN/1lTk5OeHh4yFWB+61cXV2Jjo7G3t4eNTU1AgMDGThwINXV1SxduvS1l7N79258fX2ZMmUKDRo0kKbXFxa1trbG09OTmJgYOnXqxLNnz3B0dKSsrKzez+jaXrc1ZG0JCQm0a9cOQ0PD33S/1+Hg4EBsbKxUBQBqvg84OzsTERGBoqIiDg4Odda5vhagf7ZXhV6io6NZtmwZcXFxlJWV0blzZ3r27ElSUhJjx45ly5Yt6OnpScec4uJiPv74Y9LS0qQBUagJ9Xl5eVFYWMiGDRuYNWsW+fn5NG3aFB8fHz799FO++OILSktL0dPTY9CgQZw/f56FCxdSXl6Ot7c3zs7O0nE6MzNTes+8qoWnsbExjRo1ktqHviqMLdQle97j4+PrVD4yMzOrM83IyKhO5SPZoLqnp+crq3kJgiDArwd3AgMDCQwMlJtW+/esgoKCVGX05eUKgiAIgiAIb5YI5giCIAiCIPwN1G5f5ePjw4ULF7h16xYDBw7Ezc0NPz8/WrdujZGREY8fP8bS0pKOHTvy8OFDevXqxdmzZwkJCaFJkybExcXx6NEjzM3N6d69O3Z2dty+fZuKigoePXpEp06d2LJlC8OGDcPT0xNjY2NiY2PR1dVlyJAh2Nvbo6SkhKOjI5988slb3xfa2tpypbabNWsGyFcbeFXlgdo2btzIwoULcXBwoE+fPtJ8b3pATxD+7nbu3Imbmxuenp64uLjw/fff061bNzp27EhISAg7d+4kLS2Nbdu2cf36dTQ1Nfn0008pLS3lwoULGBkZsWXLFrZu3UpRURFWVla0bduWESNGsGLFCqKiooiMjMTV1ZVLly6hqalJamoqI0aMAKi3rZHseFRQUMC//vUvTp8+TVVVFSoqKty4cYNJkyYBkJ+fT3Z2Nvn5+VIVm44dO/6m7a+srMTV1ZXnz59z4sQJlJSUiIyMJDExkUaNGknzbd++vc7xpE+fPlKFnF/yciDxzzR79ux6B2TetfoCebXDdxcvXqxzn/pCevW1tZTd1r17d1JSUuSWERQUVGc+qAkKWVhY/J5NAWo+S16uQDVo0CC567Wr59V+XdS+vHLlSrlwyi+FRQFOnz4tVcP5tec5JSWFwYMHU1payhdffMGaNWuklphhYWH07duX8+fPy63ny+vfp0+fPy2YU11dLVUXSUtLIyoqim+//VaqSGJgYMDOnTs5c+YM2dnZ7Nu3j4CAAMLDw7G2tsbS0hJVVVW8vLwYNWoUenp6dOrU6bVanNYXBHqVJ0+e1Am9mJmZAUjBlocPH9K9e3datWrFunXruH79uvR9RaZVq1YoKiqira1NeXk5JSUl5ObmMnLkSDp27EhRURGzZs1CTU0NBQUFFi1axJIlS/jwww9xcXGhb9++rF+/nkGDBhEYGMjBgwdRV1dnwIAB5OTkSMfpiRMn0rdvX2JjYzEwMJDeA7/UIrJ9+/ZSGDshIeGVlRw//fRTjh07xjfffMPdu3d5//33f3X//S+p/bxfvnyZffv2ybWPq6+lnIKCglxVS4AxY8YQFBTExIkTcXd3Z/Dgwe9smwRBEARBEARBEIQ3QwRzBEEQBEEQ/gZqt6/q0aMHvXr1Ii4uDk1NTQwNDSkrK6Nhw4a8ePGCx48fk5ubi52dHRERETx+/FgaDJINBLRp0wZ9fX0qKyvJzs6mpKSER48e8e233/L999+zdOlSjh07xqpVq2jZsqU0EPhLbVjelpCQEOnM8rFjx5KWlva7ljNkyBBmzZpF586d5aoQCILwyxwdHZk8eTJRUVE0aNAAX19f6T0ZFBREr1698PT0ZOfOnWRlZfHee+9x4MABtm/fzpQpU6Rg37lz59iwYQP//ve/SUhIYNOmTVhaWrJ48WJ27dpFUVERAFevXpWralNfWyMlJSUUFRXJz8/HwcGBwMBAqUS/iYkJX375JXp6elRWVqKgoICmpiZZWVloa2tL1S5+SUJCAmvWrKG6upqRI0dy4cIFjI2NOX78OIWFhfzwww8MGjSIrVu3MnLkSMzNzTEzM2PUqFFybbQAFi9ezMmTJ2nQoAEREREAfP/993z++ecYGBgQGhoqVdFRVlau0yJHRUVFqqCmpaWFs7Pzawd5qqqq/pKhnL+Sp0+fMnLkSKZPn/6uV+UP+bXQTfv27UlMTCQvL4+PP/6YYcOG0bhxY2xtbamsrGTHjh1MnjyZGzduEBwcTEBAgNxrd8eOHYSFhbF//3769+9fp53jxx9/jIeHBw8ePGDhwoVcunQJDw8PhgwZwpo1awAIDg6mf//+UmDt0KFDUjunrl278tNPP1FUVERhYSHPnj2jsLAQPz8/OnbsyNKlS/Hy8pKOE+np6Xh6ejJy5Eisra3R0tKiU6dOqKurc/bsWXr37v2n7VtZOBHg2LFjUuhFprq6GkNDQ5KTkxkyZAje3t4YGxvTtm1bDh06RHBwMJmZmRgZGeHp6cn06dNxcHBg4cKFhIaGcvnyZU6fPk15eTk2NjaYmJiQlZVF9+7dOXz4MLa2tlJbKVl7kpSUFFxdXQF4/Pgx3bp1Y/78+XXaT7Vs2ZJ+/fphY2MjPY/1qR3GfvbsGZqamvXOFx8fz9mzZ8nMzGTt2rX/uGBO7UCTlpZWnfZxwGMeKwAAIABJREFUhw8frjNt3759pKSk4OLiwqVLl7C2tkZFRYU1a9ZQVlaGra2tCOYIgiAIgiAIgiD8DxLBHEEQBEEQhL+B9u3bk5aWhouLC6mpqZw8eZKff/4ZFxcXevfujaWlJXv27KFJkyaUl5ejoqLChg0buHTpErdv32batGkAqKioUFlZibKycr2D1aWlpQwZMoTPPvuMQ4cOSfP/lbxcvlumvmoDtVt3yKbJQkbGxsY4OzvLLeNNVqkQhP8VlpaWdQJxtd+TmZmZtGnThvDwcDIzM6V2QPUF+2bOnMnMmTOl6yYmJpw8eVJuntrLgFe3NbK0tCQ/P5+GDRuirKyMjY0NUNNSz8vLi9LSUlRUVNi7dy+ffPIJrq6udOzYUaqc82vKyso4fPgwenp6AJw/fx4PDw969uyJsbExEyZMYMqUKVy7do0NGzbQqVMnTE1NMTIy4r333uPq1asUFxezY8cOdHR0WLFihbSsLl26EBoaysCBA8nPz6e6upqvvvqKrKwsHjx4wBdffMHmzZs5fvw4QUFBDB48mEaNGvHdd9+RmprKqVOn2LZtGy9evMDLy4uff/4ZXV1dwsPDiYiI4MiRIxQWFrJs2TJmzZpFYmJindY3U6ZMwcHBgd69exMbG8uMGTOYOnUqSUlJLFiwgAYNGjBjxgzGjBkjVTVRVVUlPDwcbW3t19qHfwdNmzblxIkT73o1AF5ZqeZ1lJSUcPz4cXbt2sWxY8cAqKioICwsjKSkJEJCQkhKSgIgLi6Ojh07oq2tzeXLl+nZsyeBgYFERETg7e3N1av/j737joriehs4/qUFK4giYkMwKiY2sKBSlmWxICghdkWB2BKN3dgCETUKmmgSU+wFo+ZHjObFjkpZjBo7YiPGhqigFAVUpO68f3B2QlkTTYwt93OOx93Z2Zk7l5nZ2b3PPM95bt68yaFDh/jll1/Q19dHkiS5/FzpMmxajo6OHDp0iNTUVOrWrcv9+/e5c+cOX3/9tdweDw+PMu9NTEwkLS0NpVLJ9evXiYiIQJIkvv76a3777Te5NEelSpWoUqUKPXr0kIN88vPzWb16NSEhIRgZGXHz5k3S09NJT0/nzJkzpKamsmDBAjw8PP40I1B6ejrDhw/n/v37j822o1KpGDp0KLdv35bPM+W9++67DBkyBIVCQd26dZk+fTq5ubnMnDmTAQMGsHDhQnnehg0bsm/fPtq0aYOFhQVnzpzBxcWFvn37otFo5Pm0QSC6sgLqug4sn6FJmxFq5syZzJw5s8xrpa+bygdjazMwrV69Wg7kWbJkCYcPH+bMmTMolUratm3L/v37USqV/PTTT9SuXVtnv7zOTExMOHXqlBwUOnHiRLy9vRk/fnyZaT4+PvTt25fu3bvL587t27fz7bffkpuby5AhQ17YNgiCIAiCIAiCIAj/HhGYIwiCIAjCc6X9cX/evHnPbJlJSUnMnj27THmH142Pjw/9+vWje/fuVKtWjUGDBpGYmCgPkMyZMwdvb280Gg01a9Zk69atODg4oFAoUCgU8nJUKhWdOnUiKChI52B1nz59yM3NBeCnn36iQYMGfPzxxxw9elQeEAsLC6NVq1Zy+n1BEITHKR0c9yyXoaus0Zw5c+TH2oADKAnC27NnT5l5O3bsqHMZf6Zt27ZkZGRQXFyMgYEBTZs25c6dO+zcuRNnZ2d27NjBgQMH6NixI59//jljx45FX18fY2Njzpw5Q1ZWFnfv3uWzzz7j559/5sMPP+TMmTPAH+VQ6tWrR3Z2Nr///jsWFhZMmTKF5cuXc/PmTTQaDV999RXW1tYoFAqOHTtG8+bNeffddzl69ChHjhzh+PHjeHt7M2jQIJYtW8aWLVuAkkwOP/74Y5ntKV/6xtfXF/ijpErXrl0ZPnw4M2bMYNu2bZibm6PRaNi5cydWVlYsW7aMPXv2sHz58gqD/MKLp82QZ2dnx6pVq7C0tCQjIwMrKysMDAxo0qQJDx48AODRo0f069eP8+fPY2FhwY0bN3j06BEDBgzgypUrcgm4adOm4e/vT61atZg/f/6frt/JyYmpU6ei0Wjw9fVl27Zt1KlTh4cPH2JiYgKAgYFBmfc0a9aMOnXqoFarUSqVzJgxgw8//BB7e3suXbpEw4YNMTQ0lAOGnZycmD59OmlpaRQXF7No0SI+++wzTp06RVFREQ0bNqSwsJA1a9YgSRJjx46lS5curFy5EhMTEyIjI8nIyECtVnP27Fm8vLxITExk1apVqFQqmjRpgp2dHW+++SabN2/mxo0bvPfee9SqVQs/Pz9CQkLIzs7mxo0b8nVt6QDf8sdc+XJt2vPaxx9/zLVr11AoFFSrVo3NmzcTHBzMDz/8QEhICN27dy9TZk0XXdeBz1JWVhbbt2/nwIED3Lt3j2HDhhEREUF4eDhqtZqkpCTS0tL+8fn+Wdq9ezeBgYGMHTuW4cOHP/Plly6hp/27lw8+BXRmKduxY0eFaQMGDHim7RNeD0lJSVy9elUO7vozT1OSTxAEQRAEQRCE509cqQuCIAiCILwCjI2N+fnnnzE0NGT06NGoVCoCAwPl1x0cHIiOji7znlWrVlVYzqBBgzh//jx9+vQBqDBYvXfvXvmxRqPB0tKyQvYKkVVGEIQ/8yyCcV5G+vr6mJub07x5c6ysrOjWrRuPHj1CT0+PvLw8zpw5g5ubGxcvXqRKlSq4urpSq1YtzMzM6N27N4MHD8bFxYXevXvj6+tL48aN2blzJ1AxA0ZGRgZXrlzh5MmTZGZm0rBhQ5RKJV988QWrVq2SMxZpAxTs7Oy4fPkyiYmJnDx5khUrVpCXl8egQYMwNTXVGUhZvvRNeno6UBIkZGRkhL6+vjyvubm53AeJiYmEh4ezd+9eioqKnmmJIOHZSUhIkP93d3fn/PnzmJubc+PGDTQaDVevXkVPTw8PDw9SUlJQKBQcP36czMxMpkyZQmBgIH369KFmzZpERkY+dVY9CwsLUlNTadCgAU5OTvj4+DB69GguX75MTk4O8Mf+K0kS+fn52NjYkJeXh0qlIiEhgUePHlGjRg0SEhLQaDTcvHmTZs2a8fXXX8tZZ6pWrSqX3dy8eTPXrl0jKCiIhQsXYmJiwqVLl+RlZ2VlkZGRQePGjQkPD6e4uBgrKysuXbqERqNh165ddOjQgdGjR2NlZUWtWrUIDAwkPj6emJgYmjZtSlpaGlFRURgYGLB79+5nMgiur6/PmjVrykwrn+2mdFYfXRkCdV0HPktXr17l/PnzuLm5/WvreNYiIiL43//+R/PmzZ/qfU8TCKFrnQqFgpo1az71ewVBl6SkJGJiYv5yfyydXUv4ZyRJomfPnty/f5/Y2Fg5iHTcuHGPLQcaEBBAUFAQTZo0kaeJ84EgCIIgCIJQngjMEQRBEAThuUtISKBHjx7k5+fzv//9j8GDB1NYWEjt2rXlQRU/Pz+MjY3p2rUrH3/8cYX0+W3btmXWrFnExsbKd4W/7ry8vLh16xY5OTmkpKSQmZnJ6NGjWbt2LZUqVWLlypUMGTKEwsJCWrduzdKlSzl8+DCTJk2iatWqDBkyhMuXL5cpNbBt27YK/dqmTRtatWpFy5Yt+e2336hSpQrnzp1DqVQyd+5cZs+ejbOzM+7u7hXKmZiamjJq1CguXbpElSpV2LNnj85yKYLwutH+iH/27FkCAwN5//33X3SThH+Bvr6+nEUmPj4eS0tLRo8eTaVKlWjfvj0///wzzs7O7N+/n+LiYrZt28a4ceMYM2YMGzduRJIkfHx8yM3NJTMzE1dXVxITEyusp1atWjRu3JhBgwYRFRXFJ598Qvv27XnnnXe4ePEiCQkJXLhwgUqVKmFkZMSxY8cYOnQomZmZuLu7y8GXhYWFbNq0qUyQjZau0jdQNkhI+zwzM5NatWqh0WiwtbXFz8+PKVOmyOsQXi6XL18mNTUVDw8P8vLyWLx4MefPn8fQ0BB/f38cHR3p3Lkzbdu2ZcaMGSxdupQJEyZgZ2eHmZkZ6enpHD16lKFDh5KcnIynp+cTZ9UrrW7durRq1Qpra2vS09NxdHTE2tqabt26IUkSc+fOBZBLYnl4eNC0aVNiYmJQKpX06tWL1q1bM3jwYOrUqYOtrS0mJiZlss5888039OrVi9TUVCwsLDh79ixdunRBT08PfX19mjZtio2NDVBynjY3NycpKYk+ffpw48YNsrOzSUlJoXr16gC0adOGrKwsNm7cyKhRo1iyZAlpaWk0bdqUpk2b0qZNmwqZfv4LbGxsqFKlipyFq/xx/2+WPtVoNGWuLadMmSKXN5w3bx5dunSpUIbP1taW7du3k5CQwOLFi8nKyuKzzz6jqKiIWbNmoVKp6N27Nw8fPpS/f/j7+5OUlER2djZeXl5lAiE0Go3O82h5ERERtGzZ8h8PxGuzgIpgeGHlypUcOnSI0NBQZs6cybx58+T9Q6lUylm8PD095ff88MMPHD16lCVLllT4Dn3p0iUyMjL48MMPOX36NGvWrHlssMl/1VdffcXNmzfp37+/fL7XaDRyP4WFheHn5/eX54SIiAgePnxIYmLiM80WLAiCIAiCILzCJEl6af61a9dOEgRBEATh9RYbGyt16dJFkiRJCg8Pl0JCQqTc3FxJkiQpMDBQ2rdvn7Rq1Spp3bp1kiRJkkajkdLT06VevXpJGo1GyszMlN555x0pJSVF6t69uyRJkrRp0ybJ39//RWzOcxcbGyt5e3tLkiRJ8+fPl8aPHy9JkiSNHDlSOnr0qFRYWChJkiT5+vpKv//+uxQYGCjFxsZKklTSl9euXZN8fX0lSZJ09qskSVLNmjWlBw8eSJIkSf7+/tLGjRslSZIkLy8v6ebNm1JwcLC0f/9+afv27VJISIgkSZK0e/duKSQkRPr555+lmTNnSpIkScXFxZIkSVK3bt2k7OxsSaPRSO7u7lJ+fv6/3U1laDQaydPTU3JxcZGKioqe6r179uyRdu7cWabfxo4d+280U3jF3bp1SxowYIC0bt06adWqVS+6OcK/SHs+KP+3Xrt2reTi4iIplUpp7ty5UlxcnOTk5CQ5ODhIU6ZMkSRJkpycnOT5XV1dH7sOjUYjjR07VnJzc5Pc3NykOXPmSMuXL5ckSZL69OkjnT59WgoODpaaNWsmtWvXTv4MzM3NlXx9fSWVSiW5ublJR44cqdBObRuOHj0qqVQqSalUSr1795bbpP0c0bbv4MGDUufOnSWlUimFh4dXaNu2bdv+WYcKz5X273vkyBFp5MiRUmxsrPy5ffPmTcnT01P64osvJIVCIXXq1Em6ePHiP1qf9lrg31JcXCw5OTlJX375peTi4iLZ29tLCxYskD+zdR1zvXv3lipVqiSNHz9esrS0lGJjYyUzMzOpsLBQWrVqlfT2229LLVu2lGxsbKSrV69KH3/8sbRu3boy1wKSJEldunSR8vLy/tXtexnExsZKgYGBFc5xkvRH/xYVFUndunWT+vTpI2VmZj7T9Ze/tnRycpKys7Ol7OxsqXPnzpIklfxtT506JeXl5UkuLi6SJJVcw166dEkqLi6Wz235+fmSSqWSLl26JJ83NRqNVFBQIKlUKkmSJGnQoEGSlZWVfH7s06ePtGbNGp37kp+fn6RQKCSlUildv35dqlOnjuTg4CB99tln/2ib161bJ38XEv7btMef9n9J+mP/uHbtmvT222/L329cXV2lDRs2SOPGjZMkSfd3vdzcXKlHjx6SJEnSjBkzpEOHDr2YDXuJderUSTIxMZEMDAyk/v37S56enlJ8fLx8DmjRooVkb28vjRw5Up7m7+8vjR8/XnJycpJmz54tnw+aN28uqVQqKS0tTerVq5ekVCql0aNHS5IkScHBwdLw4cMld3d3afjw4S9sewVBEARBEIR/BjghPWEsjMiYIwiCIAjCc6fNcGNnZ8f+/fsZPnw4t27d4s6dOzRt2pT+/fsze/ZsfH19GTJkCLVq1SIhIaFM+vzr16/TunVrANq1a8e+ffteyLa8CC1btgSgXr161K5dW3586dIlQkJCyMrKIikpiZSUFMaMGcO8efNYs2YN48aNw8LCQl7O1atXK/QrgK2tLVWrVpWfa/9erVq14tq1a/J0XeVMfv/9dxwdHQHkuwh1lUupX7/+s+6Wx0pNTaV69ers2rXrqd/r4eEBlKSR13qSu0qf9M5q4fUxbdo0YmNj2bJlC8uXLwdg/PjxnD59GhMTEzZt2sTGjRtp1KgRzZo1o1OnTmRmZhIcHEzPnj1xcHB4wVsgPKnHlep67733KmQEK11ypvzz0qVpytPT03vsuWbLli10796dxMREmjdvXubzT5u9rLSOHTvqbIOu0jel26R97OTkxOHDh8vMJ+6uf77UajVfffUVkiQ9UbY8tVpNVFQU8+bNY+HChWzfvh1jY2PCwsLYunUrn3zyCZUrV8bf3x+AyMhIli9fTlFREUuWLCE6Opq4uDiWL1+On58frq6uHD16FLVazfbt25kzZw7t2rXjwoULHDx4kMuXLzNmzBjy8/Pp2rUrQUFBBAQEUK1aNX7//ffHXqOp1Wq+/PJLNBoNd+/eJTIykmnTppXJxPfo0SN8fX0rbN8XX3yBJEmMGTMGgNGjR7Nr1y45m45KpaKwsFDnMTdjxgwiIyM5deoUxsbGADg6OtKzZ0/y8vI4cOAAjx49wtvbm3HjxmFqakrTpk0rtN/LywsfHx9GjBghZ6l6HSmVSpRKJcBjz3EGBgZlyqE+S+WvLfX09DAxMZHXq6WrDB+UXHsmJibSpUsXANLS0njzzTdp1aoVvr6+tGvXjsmTJ+Pv78+QIUPQ19dnyJAhjBw5Ei8vL7l02dq1a8sst7CwkJs3bxIXF4ckSXJpuK5du7J582YOHDjw2P26Ro0aFbJOVq1alX79+pGfn4+ZmVmFcmbCf1v5kpfa5+WzeIWGhsrHpa7vepUrV8bCwoLk5GSOHj1KSEjIc9qCl1tBQYF8/Jmbm/P2228DUL16dR4+fMikSZP47bffOHbsGL/99hudOnWiRYsWbNy4kaKiIgCio6M5d+4ctWvXJj09HX19fYKCgggPD8fBwYGaNWuyf/9+Fi5cyK+//gpAixYtWL16Nd26dSMrK4saNWq8sD4QBEEQBEEQ/n1itEAQBEEQhOcuISFB/t/GxoZmzZoRFxdHnz59kCQJIyMjvvjiC9atW8esWbOwsbGhQ4cOqNVq1Go1+/fvp1GjRpw9exaA+Pj4F7k5z13pH2ZLP7558yY+Pj6o1WqcnJyQJAkzMzOWLl3KwoULCQ4OLlNqQFe/AhUGNLR/r3PnzmFtbS1P15YzUavVHDx4kJCQEGxtbTly5AhQEpwCJYE9u3btQq1WEx8f/1yDcuCPgIkuXbrg6upKp06d5B+hw8LCGDx4MF5eXnh7e7Ns2TIUCgUjRoyQX1+9enWZ5Tk7OwOwbt06lEol7du3lwcdAwICGDt2rBzQI/x3zJs3j65du8r7y/Hjx3n48CEHDhxg4MCBLF++HEdHRw4dOsThw4fp0KEDFy5c4PTp0/+ZcnzCs7N3716GDRvGtGnTXnRThOdEkiS2bduGp6cnx44dIzo6mvr163Pr1i3279/PwYMHycnJ4dKlS/J7bt++TUxMDIcOHWLu3LmEhoYyadIkjI2NSUpKYtGiRUBJ6bS7d++yatUq7ty5A0BRURFhYWEcOnSI3r17y8tcuHAhBw4cIDg4WJ43MDCQNWvWEBcXx/nz57l58yZQEtT1JIHTO3bswNPTk5iYGKysrIiJiWHs2LEsX74cc3NzndtXUFDAjh076NGjBwDGxsY0atSIy5cvc/HiRZo0aSKXZ4OSa5IRI0bg6uqKn58fRkZGFBYWEhYWxuTJk+XBa7VaTXh4OH379sXU1JS5c+eyevVq+ZgrLCyUyzhNnDiRPXv2vNZBOS+D8teWGo2GnJwccnJyypTPKl+GT8vc3JxWrVoRHR2NWq0mISGBgoICJk2axKZNm4iMjOTOnTsMGjSIjRs3kpWVRUpKClAx6AFKjkUoKd+lDeYJCgqSr3u1/my/3rlzZ4VpERERODg4EBkZKZdWEwTtdzdTU1NSU1MB5O/AUPF72/r16xkyZAiPHj167He9wYMHM2XKFBwcHB573PzXlD7+qlWrJk+3trbG3Nyc2NhYmjdvjoODA9WqVUOtVjNhwgQMDf+457lKlSpAScCgk5MT3bp1AyAvL4+33nqLR48e0b59e6Kjo+VzTOkbbrKzs5/X5gqCIAiCIAgviAjMEQRBEAThuTMyMsLDw4OlS5cyZMgQtm/fTs+ePeWsJNu3b8fFxYXOnTszePBgateujZeXFwqFAjc3NxYsWEDdunVp164dLi4uFTIS/Ffp6+uzePFifHx8ePjwIQArVqxAoVDQs2dPAgICsLS05O7du/Tt2xcDA4MK/apLXFwcLi4utGnThgYNGsjTvb29SUpKQqVSoVKp2LNnD97e3qSmpsrrBJgzZw7e3t64ubkxcODAf78jytEGTOzYsQO1Ws2RI0fYv38/jx49AqB27drs2rULS0tL+U755ORk7t69+6fLHTBgAGq1mujoaHlwE558IFJ4vV25coW2bdsC0L59ey5fvkzr1q05e/Ysx44dY/Lkyfzyyy9oNJoyg8eC8KRmz54tZ4AQXn+lB+9KP7506RJ9+/ZFqVRy8OBBebAPSrK9abMLas9D8PjMeHZ2dkRFRQElWUasrKwwMDDAzs5OntfAwICqVatSv359zM3NAbh48SJDhw5FqVSSmJjIrVu3gJKMhk+6XfXr1+f06dOEh4ejVCqZP38+d+/eJTMzU+f2ac+vpfn6+hIeHk54eDiDBg0q89q2bduwsLCQg4fs7Ow4ePAgP/30EwEBAfj7+xMTE0NKSgrbtm0jNjaW2NhY7O3tWb16Nd7e3sTExKBUKtmyZctfbpfwz6jVaoKCggAqXFvOmjWLbt260bVrV4KDg/9yWfr6+kyePBkrKyvc3NyYOHEi169fx9XVlc6dO1O7dm3eeOMN3N3dcXJyIiMjg1q1asnv1ZIkifz8fDkoori4WA7mSU9P5/jx43IQxV/t19qsk6WnXb16VT4Wn+TY+TNhYWEVAoWehjZDkvDitWzZkkOHDjF//nxSUlLw9PQkPT39sfPb2dkxdepU/Pz8MDMz0/ldz93dnYMHD1Y4T/6XlT7+tMcvgKWlpZxdS/vZJkkSubm5pKSkyNlyymvXrp18PrC3t8fW1pZPP/0UlUrFiRMneOedd4CKmZAEQRAEQRCE15soZSUIgiAIwnNVOh2+1qlTpyrMN2DAgDLPdZUImTdv3jNv38uudP8FBATI02fPng3A1KlTK8w/ceLEMtNKlxp4ktIrH330EU2aNKmwLtBdzmTNmjVlnusql/IiXLt2jSlTppCbm8vFixdJS0sDHj/Yee/evT9d3t69e1myZAmSJMnLgn8+mCK8Hho3biwHaJ04cYI333wTAwMD9PX1ycrKQqlUMmvWLFQq1QtuqSAIr4K/ypYXEBCAr69vmYE9a2trOeud9jwEj8+Ml5CQgLu7O+fPn8fc3JwbN26g0Wg4c+aMPK9GoyE3N5esrCwyMjKAkkCfr776irp161JcXIyenh7Lli17opKOpbelRo0a+Pn5MWXKFKCkVNDXX3+tc/t0LdvV1ZUFCxZQXFzMJ598UuY1XaU2oSSI8rPPPqNq1arMmDGDa9euMWfOHEaPHs0bb7zBp59+SmJiIidPnmTFihXk5eWJwWwgJSWlTImxqlWr4u/vT0pKCtOnTyc+Ph5/f38+//xz1qxZQ2RkJHl5eSxfvhxLS0smTZpEeHg4RUVFdOvWjZiYmMeuS19fv8K1ZfkyT7rK8IWFhcnTPD095UF1rV9++aXMc20ZtOzsbHr16sX06dPLBM4GBATg7OwsZ0W8f/8+3t7eFBcXY2JiQqtWrejevTshISHUqVNHfp+u/Xr37t0Vpv38888kJCTg6elJfHw8nTp1emyfaD2udGpYWJhclkt4tZmamsr7pi6ly1dq9/3y5efKf9eDku8/bdq0eaZtfZXZ2NjIx9+FCxfk6YWFhUyaNAl9fX3MzMy4c+cONjY2uLm5YW9vT+XKlUlNTSUvL69MwJS+vr58PsjLyyMuLg4vLy8yMzPp0qULq1atehGbKQiCIAiCILxgIjBHEARBEARB+E9YtmwZ06dPR6lU4uzsLA/uPW6w86/uWgwNDSUuLo78/HycnJzk6WIQRICSgLT169fj4uJC9erV+eGHH4CSzBRZWVkYGxtjaGgoDxQLgiD8HdpseRERERVes7S0xM3NDUdHR9544w3Wr1+vcxnaTIZ5eXksXryY8+fPY2hoiL+/P46OjnTu3FkOUJg2bRoKhQI7Ozs5+GD+/PkMGzaM/Px8jIyM2Lp169/aFhMTE06dOiUHLE6cOBGVSoWfn5/O7dPVF61bt6aoqKjCZ7G2HFLPnj3LZBJp3LgxJ0+eRKFQEB8fz7hx46hZsyZhYWH88MMPhIWFYWtri7u7u1yySlvK6r9MW2LM0NCQIUOGYGNjw6FDh0hNTaVu3brcv3+fO3fuYGFhwYQJE5g5cyaXL18mODiYTZs28fDhQ+7fv8/hw4f/NPNXTk4OQ4YMoVKlSpiYmJCUlIS1tTWrV68mOTmZgIAA8vPz8fb2Zvr06fTo0YM9e/bw8ccf8+jRI7788ks8PDyIjIzE2dmZgwcPolQq6dy5M1FRUXzwwQcMHz6c7du3M2fOHNq1a8eFCxd0ZuMcOXIkI0eOLDOtfMBE3759MTc3lzNPge792tvbm/Hjx5eZ5uPjQ9++fenevTtmZmby+9VqNYsXL6aoqIj8/HwWLVrElClTqFWrFp6enrRo0YLp06dTWFjIiBEjaNGiBadPn8bd3Z0RI0bQuXNnxowZQ35+Pl27diUoKIiAgABMTU3EjWCjAAAgAElEQVQ5efKknHno+PHjvP/++zRv3pycnJyn3ymEV8Ldu3fp06cP77///otuyjMTFhbG7du3KS4uJjAw8G8to/zx9/7777Np0yaaNWuGq6srRUVFeHp6YmFhwdChQ4mKisLBwYGEhAR69eqFs7OzXK5ZG7ynPR8sWrSIoUOHUqVKFfbs2SNn5Cp9s0vpQEJBEARBEATh9SUCcwRBEARBEITHep1+JPTy8mLs2LG8/fbbvPHGG/94eT179kShUODg4ECNGjWeQQuFV5m1tXWZu5YBvvvuuwrzzZkzR3586NChf71dgiC8+p42W97evXupXLkyADNnzmTmzJllXi8ddKArk6H2XDZixAg++OADjh49ytq1a4GSzCPe3t7cunWLUaNGAdCkSRP27NlTZhlPcv2ga7t0ZXbQlg4q/15d26Onp8fgwYMrzO/t7c2OHTtQKBRUq1ZNnj59+nT8/f0pKCigV69e1K9fH39/f65du0Z+fj7r1q3DxsaGkSNHsnTpUiRJIjQ0lI4dO/7l9r1OJk6cyOLFizEwMAAgMzOT0aNHk5WVRVJSEiNHjmTt2rVoNBp8fX3Ztm2bHLi1YcMGNm3ahL6+vhwA3bt3b7Zt20ZMTIxcsqq8+/fvM3ToUEJDQ/npp58wNTVl9erVdOvWjaysLBYuXMicOXNwcXGhe/fuDB06lGbNmnHx4kWSk5MxNDTk1q1bNGzYsMKy+/fvz+zZs+natSvDhw9n4cKFHDhwQM5o90886X6tK+vkjh07dC4zLy+P/fv38+OPP7Jv3z7S0tKIiorCwMCA7t27s337dqpXr07Xrl3ZvXu3XJbO0NCQAQMGsGbNGho2bMigQYO4efOm3M4lS5bQsWNHgoODmTt3LhEREdSsWZNGjRrpbEdSUhJBQUEVrneeNbVajVqtLhO4IDwbNWvWJDY29kU345mztLQs8/n4tIyNjSscf0lJSUiSVCG7Vv369cnNzWXlypV8/fXXFYLsS3/+6fqMFQRBEARBEP67RGCOIAiCIAgvFUmS6NmzJ/fv3yc2NlYeAACIjIykuLgYJycnYmJi6N27NwBWVlasXbu2zB23wcHB7Nu3j2+//bZCaaHn9aPyqy4pKYmrV6/+Zamdp+nPsLAw/Pz80NfXZ8GCBQwdOlS+u/DfUjpgQnsHo5auAU5tO4EyJby0y9AOAM6aNYtZs2aVWd7rFMgkCIIgvHpu3brFp59+qjMw8Gl98803REREUFBQIGfb2bJlC8uWLePhw4d8/fXX/3gdz9KsWbO4fv06HTp0qPCarnJIAI0aNSpTBgnQmVnov37N+NVXX5V5/sMPP1QoMZaamkqDBg1wcnLCx8eH0aNHA7B06VLi4+O5cuWKnHGmT58+cimsxo0b61znTz/9xMiRI2nRogU//fRTmXKj2dnZXLlyhbZt2wIl2eiuXbuGk5MTcXFxGBsbY2xszP79+3VmpmvZsiVGRkZyZiUDAwOqVq1K1apVMTc3fzad9gzZ29sDYGdnx6pVq2jTpo38HSkhIQFvb28AMjIyypTTAbh48SJDhw4FICsrSy7ppe1PbRBfVlYWVlZWADRr1uxf3iJB+GcKCgro168f+fn5mJmZ0b17d4YMGcLatWvp3bs3Dx8+pHbt2mzevFlnRiylUikHrymVStRqNR9//DFxcXFyhrmwsDD+7//+jy5durB48WJ53QMHDmTgwIEvcOsFQRAEQRCEV5XIsy8IgiAIwkslNTWV6tWrc+DAAQwMDAgLC5ODHTw8PPDy8iIrK4uff/75sctYu3YtMTEx/PrrrxWCcgA2b94sP544cSLFxcXPfDteB0lJScTExPzlfKVLQvyVsLAwef4ZM2b860E5giAIgvBfUr9+fQ4ePEibNm3+0XLUajWZmZnExcXx66+/ygP1AwcOJC4ujhMnTrx0pfjmzp3Ljz/++KKb8dLRaDSMGDECV1dXevToQVRUFJ06daJTp05yySWlUklgYCDt27dn1apVDBkyhDZt2rB371759aKiImbPns2IESPYvHkzkydPxsfHh7S0NEaPHk1iYqIcvJyeni7vHw4ODigUCtatWye3ycTEhEqVKtGjR4/Htvu9997j5s2bchmz8uVGtWXIAOLj47G2tsbJyYmlS5diZ2eHg4MDX331lc79tPSytH2Um5tLSkoKGRkZT93Hf5e2X//K7t270Wg0JCQk4O7uXqZUm729Pbt27UKtVhMfH0/9+vUxMjKSv9/Y2tryv//9D7VazcmTJ+XAtfJ9YGpqyokTJ1AoFJw4cYIxY8Zw+PBhOnbsiEqlkrNmpaSk0LdvX9q1a8fNmzcpLCzE3d0dhUJBnz59KC4uJikpCZVKRf/+/bG3t+fnn3+mW7duODs78/DhQ6DkeFUqlahUKpKSkgAYNmwYXbp0YcOGDf+4b4XXW0REBA4ODkRGRlK9enV5enJyMubm5sTGxsqfB9qMWMHBwdy5c+exyzx06BC//PILsbGxNGzYkICAABYvXlwmKEcQBEEQBEEQ/gmRMUcQBEEQhBdCrVbz5ZdfotFouHv3Lnv37mXkyJFER0eTk5ODSqUiMTERQ0NDOnbsSE5ODhcvXqRJkyYsXbqU69evExsby+nTp8nPz2fhwoVMmTKF9evXM3/+fDIyMlAqlXz00UccOXKEefPmyQE+mzdvpnnz5kDFO4CFP6xcuZKYmBiWL1+OJEkUFxfTvHlzVCoVo0aNokePHlSrVo1+/fpx7tw5XF1dOXnyJN26dSM5OZn8/Hx69uxJVFQUH3zwAa1ateL06dO4u7szYsQIoqOjCQoK4uDBg+zdu5fs7GwAdu3aRU5ODr6+vuTk5GBnZ/fS3ZUvCH9Fe74pnZWpdGmGcePG8c0336BWq7GysqJx48ZyVjAvL68X0+i/QWQg++/SZlVr3Ljx394HxP4jCP++bdu2YWFhwerVq9FoNCgUCvbt2weUBL1rM0727duXWbNmUa9ePS5cuEBxcTEffPAB3bt3L7O8Fi1ayCWlwsLCmDlzJp9++ikdOnTAzs4OQM7KArBq1Sqd7TIyMqJ///6Pbbeenh4rVqxg4MCBZGZm4uzsXOZ1XWXIAO7du4ezszPVqlXjo48+wtbW9i/7aNq0aSgUCuzs7OQSXC+T1NRUPDw8KCgoYPHixZw/f15+bc6cOXh7e6PRaKhZsyZbt27Fy8sLHx8fRowYwfz58xk2bBj5+fkYGRmxdetWJEmqsI5PPvmEkSNH0qxZM1q1akVOTg7fffcdCxcuRKlUIkkS169f5969e0RFRfG///2PrVu3Mn78eHbu3EnlypUJCgoiJiaGpk2byvOFh4ezfv169u3bR0hICHv37qVp06bcunULtVpNYmIioaGhDB8+HAMDA6KioggJCaGgoOB5drHwirl69aqcScrCwkIO7nrw4AG5ubn4+vrSrl07Jk+erDMjVvlAPyg5D/j7+1OrVi3mz5//fDfob9BoNGWC9ARBEARBEISXn7h6EwRBEAThhdqxYwfOzs506NCBw4cP061bN5o1a0ZWVhb16tWjRo0anD9/np07dxIdHc3cuXOpVasW/fr1o1evXnTv3p2MjAySk5MJCgrio48+ku90/eabb1i3bh3ff/89Li4uZGZmEh8fz8WLF9m/fz/79++X71RNTk5GpVLh5OTEwoULAeS7grt06cKIESNeZDe9EKNGjaJr167Y2dlx8+ZNVqxYQZUqVeQfPnNychg9ejT9+/enefPmxMXFUbNmTTQaDXFxcSQnJ9O/f38OHjzI+vXrcXBwwM7OjujoaDmlvpaFhQW7d++mfv36nDlzhpUrVzJgwAAOHDhAbm4uR48efQE9IAj/TOlsUuUzS33zzTdASbDO1atXgT+yggnCq+BJs6oJr66zZ8/Sq1cvnJyc+Pbbb1m9ejVQcn2kVqvJz8/H29sbDw8PBg4cKAck6sqEIbw4v//+u5w1Rl9fHz09PUxMTDAxMcHAwICsrCzS09Np2bIlxsbGNG/enDp16lCvXj3u3btXYXnZ2dncvXtXLil17do1WrdujYGBgVwe6a+MGjUKCwsL6tatq/N1pVLJvHnzMDQ0ZMuWLcTGxsoBRGFhYVhbW8tlyA4fPszMmTPl916/fh17e3uaNm1aJvuNNpuPWq3G0NBQfgzg6enJiRMnmDNnDqampk+0DU9j6tSpnDt3jn379snBBP7+/qSlpfHJJ5/QoUMHudRaaGgorq6udOzYkfj4eBITE3n48CH5+fkMHz4cU1NT0tLScHV1Zd68ebRp0wZ9fX1iY2PZunUr7u7ufPjhh3z44YcsWbIEPz8/JkyYQExMDNnZ2UydOpVatWrJ5Vq1fdCxY0d2795Nfn4+JiYmHDx4kFGjRrF582aGDh3K8ePHAXj77bfR19enfv36ZGVl8fDhQ4YPH46rqytbtmwhJSWlzHz16tUrU4bs3r17JCYmolarUSqVjB49mpycnDKBFroyngqvv6fJwmpjY0NCQgJQkunm+vXrALz11luEh4ezadMmIiMjuXPnjs6MWKampqSmppKRkcHt27cBUKlUbNiwAQsLC3bu3Fkm89SLVD7rmVKpZNq0afj5+ZGbmyv/ZtKvXz8KCwt59OgRzZo1Q6VSMWDAAAoLCwkLC6N///50794dKysrLly4wOjRozl37hwAw4cPf+qSzGFhYXLWMkEQBEEQBOHJiMAcQRAEQRBeGO2PtE2bNqV///4sXbqUBw8e8PDhQypVqoS5uTm///47N2/e5I033mDy5Mk0aNCAGzdusHv3bg4fPsydO3eoV68eY8eOJSIigoYNG9KqVSv536hRo/Dz8yM4OJjY2Fjs7e2xtbWla9eudO3aVW7LwoULmTNnDocOHSImJkb+UblFixZERUWRnJxMVlbWC+mnF61ly5YMHz6cRYsWceTIER48eABAw4YN5bv0rl27hkKhICsri+zsbKpWrYqenp48yPNXd/Np9wXtj/xXrlyhbdu2ALRv357Lly//a9t3+/Zt+a7I8ndj/5WIiAju3r37bzRLeAmp1WreeecdeaD6+PHjmJmZYWJiQsuWLSkoKMDJyQkLCwsCAwM5d+4cnTp1onnz5lhbWxMaGkpYWBjt27enWbNmFBQUsGDBAgYPHoylpSXDhg1j9erVbN++XR6wrFmzJtnZ2XJZiNLlI3QJCwurMHheus0PHjzQOU/5chVqtZqgoCB5mWFhYTrLVQj/XStXrmTDhg0MHz78qUqb6NqHCwsLGTx4MHFxcfzf//0fDg4OqFQqdu/e/QK3UICSAGpPT0+dx3tERASOjo5ERkZiZmYGlATzaDNhfPfdd4SGhj7vJgvl2NracuTIEaBkgFej0ZCTk0NOTg7FxcVkZWWRkZEhZ5DQlUmi9PPDhw/L1z6SJGFjY8PZs2cpLi4uk8nlz6xcufKlylq5ZcsWXF1deeeddwgMDHzmy3d0dOTQoUMcPnyYunXrcv/+fe7cuYOFhUWZIHaACRMmEBcXx6ZNm1i0aBFvvfUWderUkQPbAwMDWbNmDXFxcZw/f5709HRq165NcnIySUlJNGzYEAMDAxYtWkRMTAxqtZrPP/8cgIyMDAIDA/niiy90tvOHH37Ax8cHtVqNk5MTubm5LF26lIULFxIcHAxU3D/27t1Ls2bNiIuLo0+fPvI+U3q+8u+xtbWlW7ducibB77//vkygRXx8/DPsfeFlplar8fb2plevXuzatQuFQiF/rkDJ8eDq6oqLiwvJyclAyWfPF198weLFi+nQoQNnz54lMjKSQ4cOsXnzZqytrencuTPp6en07t2bnJwcOnXqxKxZs0hJScHPz48zZ87QpUsXZs+eTe3atQHw8fHBxcWFPXv24OrqilKpJCQkhLlz576w/oE/sp7FxcWxa9cuAN599102btzIF198QaNGjcjKykKlUrFlyxZWrlzJnDlziImJQalUsmzZMi5cuICpqSl79+6ldu3a7Nu3D19fX8LDwwGIjIyUy9w9qYCAABFEJwiCIAiC8JREKStBEARBEF4Y7Y+0Dx48YMuWLaxfv56ioiKKiorIy8sjJCSEBw8ecOHCBVxdXVm7di03b96katWq2NraEh4ezkcffcSxY8d48803CQ8Pp2nTpmXW8X//939EREQQFRXF/fv3H9uW0oEg9vb2XLt2DaDMHZ7Z2dnUqFHj3+iKl5KRkREajQa1Wo2Pjw8+Pj4sW7ZMDlDSlp6CkruxMzMzsba2Ji8vj9zcXCRJKvNDvHaZxcXF8p3KWuV/sG/cuDEnT56kRYsWnDhx4l/NWGRpafm3B2EiIiJo2bIlNWvWfMatEl5mO3bsYP78+Vy/fp3U1FQqVaqEjY0NgYGBNG/enOrVq2NlZUXr1q356aefcHFx4YcffmD27Nl07tyZoKAgatasyRtvvIGlpSUzZszgvffeo3Xr1jg6OhIUFESPHj0ICQmhXbt2LF++nAEDBlQoHzFhwoSnbnN0dLTO13fv3l2mXEVcXFyFeQwNDXWWq3idacs1qVSqJ5p/4sSJLF68GAMDgwqvzZ49G2dnZznrw79FqVQSFRVV4Tz7rI0aNYrGjRszYsQI3n333acqbaKd75133qGwsJCAgABGjRqFq6srQ4YMkQfWdJVbEZ6f0kGzenp6FBYWAn8Ea2gzpQByCaPSmTCAx2ZEEZ4fb29vduzYgUKhoFq1asyaNYvOnTtz/fp1mjRpgqOjI/fu3cPd3Z0tW7bw22+/4erqirGxMUVFRQCcOHECPz8/UlNTSUhIwNfXVw7W+uijj/D19cXCwgIzMzOMjIxe5Ob+LQMHDmTgwIH/2vKdnJyYOnUqGo0GX19ftm3bRp06dbh+/TotW7bEyMhIDmLfsGEDmzZtkrMbKZVKbGxs5GVdvHhRzjyZlZXFrVu36NOnD1u3bkWj0dCnTx8yMjJITEyUP2/S0tLQaDRkZmYyePBgYmNjdX5OqVQq/Pz8iIiIkNcVGhrKgwcPsLCw0LltHTt2ZP78+Zw4cQJTU9Mnui5o06YNlpaWKJVK9PT0GDRoEKNGjWLZsmW4u7vTqFEjrKysnq6ThVdWQUEBu3fvRqVSERMTg0ajoUePHnh4eBAaGkqVKlWIiopixYoVfPrpp8yfP58DBw5QuXJlNBoN33//PUVFRYwYMQK1Wo2fnx9jx47F39+fvXv3olar+fHHHwkKCmLDhg2sXLmSkydPsmXLFr788ku5HXv37i3TLktLS53Xw89b+axn8EdWqe+//55r166hp6eHqakpNWrUwMHBgT179rBixQpSU1O5e/cuVapUka8La9asyY8//ihnuDIzMyM9PZ333nsPKPleXr16dYqLi3nrrbdYunQps2fPJiYmhry8PFq3bs3q1asJDg7GxcUFQ0PDCiXKjYyM6NevHwUFBdSoUQMPD48y5X0FQRAEQRD+q0RgjiAIgiAIL9yRI0dwcHAgNzeXqKgo9PX1adWqFWPHjiUzM5Ps7GwMDQ2xtLRkwIABLFu2jHPnztG+fXtMTEyQJImrV6/SqFEjoOTHJEmSyMzMJDExEXt7ezIzM8nLy5NfL08bCKJQKIiPj2fcuHEV5v2vDRC2bNmSc+fOcevWLb744guMjIxwc3Pj4sWLBAQEyP0JUKtWLRQKhZwVQaFQ6PxB3cvLCx8fn78MtBk1ahSDBw9m1apVtG7dmk6dOj3TbTt8+DCTJk2iatWqDBkyhJiYGDZu3Ci/fvnyZcaMGUN+fj5du3YlKCiIgIAATE1NOXnyJF27duW9994jMjKSxMRE+vbty9SpU59pG4WXU+mB6lu3bmFjY8OjR4948OABGRkZ2NraUqdOHfl8VLlyZTkTU/Xq1fnuu++IjY0lNzdXXqa1tTXGxsby+aagoAAHBwfq16+PpaWlnDGqdPmIx2WR0nXOKp+RStc8Y8aMYd68eaxZs4Zx48ZVmEdPT4+HDx8yatQobt26xZ07d2jatOl/IjAnJibmiQJzNBrNC88A8TRlIJ6l8vvm4/YVXfvwgQMH6N69uxzIERQUxLx58ygqKiIwMPC138deZqXPA/fu3ZMDnM+ePYubm5ucKcXT05MzZ87QoUMHOROGtlyfNpjnv+Jpg/mellKplEsPPSl9fX25TJLWu+++S5cuXVAqlVy7do1PPvlEvg5KTk6mSpUqrF69Wv6MMDY2ZtWqVVStWpWAgACCgoLkUkhFRUUcOXKE4uJinJycqFOnjrweSZLo2bMn6enpBAcHP3G5xqSkJIKCgti4cSPOzs5yGapXlYWFBampqTRo0AAnJyd8fHwYPXo0169fr/C9ZOnSpcTHx3PlyhVGjhwJlA1st7W15auvvqJu3boUFxejp6dH69at8fHxQU9Pj7Fjx2JkZESrVq3Yu3cvBgYGFBYWcvz4cR49esSBAwce2057e3sSEhLKZLqcOHFimXm0+4lSqZTP26dOnaqwLF3zlR6YDwwMrBAY/7SldITXQ9u2bXUGk0mSxGeffUZ0dDSFhYW89dZbpKen06hRIypXrgzw2KysSUlJcuBocnIy4eHhHD9+HFtbWypVqiRfE78KtFnPevbsKV/nabd74MCBqNVqhg0bxtatW2nZsiWWlpacPXtWznzVqlUrYmJiyMnJYe7cuRw5cgQzMzMOHDhAhw4dWLhwIWZmZrz77rssWLCAZs2aYWBgwNatW2nbti12dnYYGxszcOBAzMzMmDFjBt26daNx48Zl2ln6JoC8vDwcHR2ZMWMGo0ePfu59JgiCIAiC8LISpawEQRAEQXghlEol8+bNA2D69OmcOHGC/Px8XFxc2LhxI3fv3qV+/fpyppx+/fqRnJxMdHQ0HTp04Ntvv+XEiRNYWVlhZ2fHxo0b+fTTTwkLC6Nhw4bUqVOHO3fuUL16dfLz83F0dMTFxYWAgAAUCgUPHjzgl19+kdszffp0Zs2ahaOjI0qlkvr167+ornlpmJqasmTJEj744ANycnLIzMxky5Yt8g99165dIyAgAGtray5fvszBgwexsbEhNTWVEydOcPbsWfnOPO0g0sSJE9mzZw99+vQhLCyMJk2aEBAQIAfqzJ49G6VSSY0aNdi9eze//PIL33333TPfNm12kJiYGNzc3Cq8Xr5MgLbkilKp5ODBg+zevRsrKys8PDzYtGmTCMr5Dyk9gBYVFYWXlxdZWVk0aNCAhg0bcuXKFfT19eUyDJUrV5ZLM6xevRpvb+8y2Uz09PQqBFMYGxtz9OhRUlJSuH37Nm+++WaFdT8uUNDU1JTU1FSgZPBc1/t0zWNmZlamXIWueR5XruJVos0A9s477+Ds7MymTZtwd3fHy8uLW7du4ebmhrOzM2PGjAH+KNfk7u4OwNy5c1EqlahUKpKSkkhKSsLNzY2+ffsSFhaGUqmkqKiIyMhIXF1dad++Pd9///0/am+vXr3o0aMHKpWKu3fv/mUbAD755BM6dOggD8aHhobi6upKx44d5X1TqVTy0Ucf0alTJ1auXAnAxx9/jJOTE25ubnJJx8fRDhTD3yttop3m7u6OlZWVHMjRqFEjVq9ezahRox5bbkV4/gwMDIiMjMTJyYkLFy4AJWU/9u/fT7169bh9+zZGRkZlMmG4ubmxbt26F9zy50sbzPdXXlQQndaYMWPYvHkzQ4cOJT09XZ5eXFzM1KlTUSgUfPvtt/J5wNbWlqpVq+pc1tWrV1EoFDg4OODn51cmW1dqairVq1fn2LFjTxyU87qqW7curVq1wtramvT0dDkDRnkODg4oFIoyx442sH3r1q3Mnz+fYcOGoVKp8PT0JDc3l8qVK2NmZkbt2rXlErKTJ0/G3d0dNzc3Jk6cSGhoKAUFBbz33nv07NkThULB+PHjgZKAmAEDBuDl5cWZM2cICgpCoVAwbtw4OZjG2dlZDljXcnd3p7CwkJ07d1YoQSQIT0pfXx9zc3NatWpFdHQ0arWahIQE7t69i1qt5pdffuHTTz9FkiS5bJv2BhGNRlPmekTL2tpavv5u3LgxAwYM4MSJE5iYmMjzvCrXsd7e3qSmpqJQKOjZs2eZ1wYPHsyNGzf47LPPiIuLIywsjIiICJKTkzEzM+Po0aO0adNGzgwcGhqKkZERJiYmctbCzMxMbGxsuHHjBg8fPuTy5cucPXuWli1botFosLe3Jz09nX379nH+/HmMjIyQJInY2FgmTJjAo0ePaN68Od7e3oSHhxMSEsKWLVsqZNQTBEEQBEEQRMYcQRAEQRBeAvb29vLAr1b37t0rzFf+bsykpCQaNGhQJtMJwA8//CA/3rlzZ4XlLF68WH6sDRhp1KhRhTuQZ8+eLT8Wd3C+XspnBylPV5kA+CPziPYuTeG/rVmzZnz33Xfs2rULgGrVqnHu3Dmio6NxcHAAkIMD3d3dqVWrFuHh4dy7d08euKxRowYLFizgxIkT8nI//fRTRowYwb59+ygoKOCDDz544rt63d3d+fzzzzl+/PhjSxnpmmfFihX8/PPPPHjwgOnTp9O6dWtSUlLw9PSkVq1awN8rV/EykiSJbdu2ERISwrFjx4iOjpazu+zfvx9DQ0OGDBnCpUuX5HJN8+bN4+zZs9y6dQu1Wk1iYiKhoaHMnDmTtLQ0oqKiMDAwkINwFAoFHh4eFBUVoVQq8fPz+9vtzcvLY//+/fz444989913T9SG/v37M3v2bLp27crw4cOZMGECM2fO5PLlywQHB7Np0yagJGvGwoUL5cDVQ4cO8csvv6Cvr/+XA1YtW7Zk5syZXL16tULpmqfdV+bOncuYMWMIDw8nPj6eI0eO8ODBgzKf1y/S7du3WbNmDYGBgaxdu5Zhw4a96Cb963RluRg3bhxqtZqoqCj5teXLlzN79myqV68u3z2vKxPG6y4/P59+/fpx/PhxcnJy5FKElStXJjs7m/fff5/WrVvTq1cvqlatioGBAfXq1UOpVPL9999TrVo16vkaXN8AACAASURBVNevz7hx41iyZAmFhYWMGDGC9957j507dxIcHEz79u3l0lL/lDYYMyUlBV9fXywtLQE4ffo0Dx8+5MCBA6xatUq+/imdlaL8IHizZs0em4Vl2rRpxMbGYmhoyPLly+nSpQvDhg2jZs2aXLt2TS7p5OHhQWFhIbVr12bz5s06+7dnz57s378fKCm5pC2X8qpYv369/Fjbr6W/e2gfr1q1qsJ7J06cWCZzzZ49eyrMM378eCZNmoRKpWLAgAFs3rwZjUZD7dq1+frrr/n1119JSEjA1taW3377jQULFrBu3Tq6devGjRs3KCgo4LfffiMjI4NTp05x4MABfvzxxzLrMjY2lgMjNBoNDRs2xMDAgEWLFlUoQSQIT6N0MJmenh5vv/0233zzDdWqVUOlUslBHvr6+sycORNXV1eqVq1KcHAwnTp1IiAggHPnztGnTx+gpAyVm5sbjo6OvPHGG2WOv1eNrqxnWpUqVcLJyYkuXbpw/vx5jI2NGTBgAF27duX27du0bduWX3/9lby8PDQaDVZWVmRnZ5OcnEzHjh0BuHPnDkZGRkyYMIFNmzYxdOhQ2rRpw3fffceGDRuYNGkStra2ctY8bXDToEGDuH79OidPnuTSpUs4OjrSu3dvvv/+e8zNzStk1BMEQRAEQRBEYI4gCIIgCILwJ0oPzD2JV6XUQOkBqeHDh8uBB1q6ygQsW7asQrkBXXdo/heULjHxX6JroLp84MC0adPKPC9dtqE07QCBNnsJwKxZs4CSsiBpaWncunWLUaNGUaNGDWrUqKGzLER51atX59ChQxXaXb4tuuYpX65C18Dfn5WreFVoA+zq1atH7dq15ceXLl0iJCSErKwskpKSKmSMSUxMRK1Wy/1Zt25dANq0aYOBgUGZeU+ePMmcOXMoLCzk/Pnz/6i99vb2QMkdxzNnzsTIyOgv29CyZUuMjIzkwfQNGzawadMm9PX1y5zH7O3tMTAwoFGjRqSlpTFt2jT8/f2pVasW8+fPf2yGDCjJzlR+MP5JSptoM6P5+PgQHR3Nxo0bWbt2LUuXLgVKyjK8bCwtLeVAkycJzFEqlWUyY71uEhIS6NGjB/n5+Tx69IjLly/j6enJlStXmDRpEgYGBixduhRDQ0PWrVvHokWLqF+/Prt27eLu3bucOHECCwsL9u7dS3Z2NgC7du3SWWr0VREREYGjoyOTJ09mypQpdOjQgSNHjnD8+HFGjRpFbGwsrVu3Ji8vj7S0NDZv3kxwcPD/s3fmcTWm//9/tsmSiErGvoRBakSWtqNGpUyikpQkZBjGMmNsITNomLGNGTsTQ7ZCaRDJyRLGrvGxTM2EihQytvZ+f/Q79/eclmGQba7n4+HhLPdy3de57/tcnffrer0kJ4Jr167x008/4eDgwKVLl6hZsyY9e/bEx8eHkJAQ4uPjuX//frkufy9CaTHmunXr8PDwYOHChSQlJeHk5ESjRo3KdZB0dHRk1KhReHp68umnn/7jfhTumB9//LEkKrp//z6xsbFs3ryZiIgIPv/8c6Kjo6lWrRpBQUHExcWVEfNpa2vTpEkTkpKSKCwspGXLlu+UKOd1oHCDlMlkFBcX4+fnp9Kn1apVo6ioiLVr1zJ16lRsbW1ZtmwZxsbGDBw4kAMHDhAeHk6zZs2k70kzM7MyYwF3d3ciIiIoKirC3d29wgiid/l6Frw+lMcNzs7OODs7q7xf3iSbvn370rdvX5XXlJ1wFdubMmUKU6ZMUVlO8bdq06ZN39uJN5cvX+bBgwfIZDLy8/M5evQoNWrUoGrVqjg4OPDw4UMuX77MxIkT6devH8bGxrRv355Ro0aRl5fHlClTGDlyJFeuXMHNzQ1TU1P+/PNPKaZQTU2NVq1aAaCvr8+jR4/Izs6mQ4cO3Llzh0aNGtGxY0d2796No6MjOjo64n4tEAgEAoFA8P95P38lEggEAoFA8J+gadOm71xBWPB2oFyQ8vLyKuPYpIgJyM3NRUtLi4iIiHK382+KU/91ioqKVGbcCyomPDyc5cuX8/jxY3744Yc33ZxXiqIIUpFg6XWgXCxUfpyamoqbmxv+/v74+PhQXFysIr5r3bo1Dg4OUuRSfn4+aWlp5Z7X8+fPZ82aNTRo0KBCt5jg4GCsrKykYmZFKKIYLly4wODBg8nKynpmG0oXRJctW8a5c+dITk5m+PDhKtu2sLDg+vXrGBoaYmdnh4uLC3PnziU6OhovL69/bFtp/s11bmZmJsUbvG0uNHK5nAULFlBQUEBubi7ff/89CxcupH///iQmJiKTyRg6dCjR0dFs3bqVgoICHBwcnivC6H1A2cXpr7/+4vfff2fdunV069aNY8eOkZaWxujRo9m9ezf/+9//SElJoX379hw7doz79+8jk8lISkrC0NCQzZs3M3z4cC5evIipqembPrQX5q+//pIcHerVq0dRUZHkQtO0aVOuXr0qvaelpUWDBg0oKCigoKCAI0eOkJGRwciRI8nKysLV1RWArKwsMjMzUVdXR0dHBx0dHUlM+LKUdmBRvtbLE1krv+bh4YGHh8cL77tt27aoq6vToEEDkpKSePz4seRalpGRgbGxcbn3TR8fH7Zs2UJhYSHe3t4vvP/3FWU3yOHDh7NixQqVPm3RogV37tyhXbt2kpDz4sWLqKurc/DgQfLy8rCwsEAmk0lxdRcvXiyzH2dnZ9zc3FBTU2P06NFoaWlhYmJCTEwMGhoa5OfnC1GOQPCaUP495NixY0RHR9O6dWuGDRvG0qVLKSgoIDs7m549e5KdnY2RkRGJiYlcvXqV5ORkfv/9d7y9vTE3N2f58uXUqlULAwMDdu3axYQJE9i8eTNXrlzB1tYWAwMDHj9+TK9evdDW1iY4OFga1ysckCdNmsSpU6fQ0tJix44daGpqMnLkSMlRTyAQCAQCgeC/jhDmCAQCgUAgEAj+c5QuSClQFJ5atmxZZoaw8qxKRdzAyxan3iUSEhIYP348NWrUwNfXl/T0dDw8PP4xiuLmzZsMGTKEunXr4uzszIYNG+jUqRNHjx4lICCAwMDASmvv63T1CQ0Nxc/P74WFR6XFKgMGDMDIyAi5XE737t1fUSvfTt4mwZa6ujoLFixg165d0muKuCYvLy+2bt2KkZERMpkMNTU1vL29cXBwAMoeR9++fenTpw9mZmbUrl37pdqlpaWFk5MTOTk5REREsGLFinLb8E9YWFhgY2ODjY2Nyuvbt29n3LhxDBkyhCpVquDo6MiTJ0+k9yqiqKiIwMBA/vjjD6pXr87Tp0+xsLAgPT2d1atXExAQQEZGBgYGBmzcuJGHDx/i7u5OtWrVqFKlCjKZTIpEaty4sSR2Wbp0KSYmJs88HsW6CjcOKLmOTExMMDc3f+b6/0RCQgIjR44kIyOD77//nujoaPbv309ycjL37t3D2NgYNTU1IiMj+eOPP4iLi2PcuHE8ePCAn3/+mSFDhkjb6tGjhxQx5u7uzvLlyzE0NHyp9r0NKLs4rV69GiMjIzIzM2nSpAlaWlo0bdqUBw8eoKamhra2NnFxcYwePZqoqCiysrL48ssvSUpKklw5GjRo8NxxfW8L+/bto7CwEBcXFwCaNWtGYmIiVlZW3L59m1atWvHnn38CJU4Ois+9tGBBIfhLTExELpfj5OREREQENWrUID8/Hy0tLYqKinj8+DH3798nMzPz9R5oJaDcB8XFxcTExNCqVSvCwsKYNm1ahTF6tra2fPvttxQWFjJ9+vTX1dx3BmU3yBYtWjBp0qQyfWpkZISdnR3ffvstq1evpm7duowfP56HDx9SUFDA4MGD0dLSwszMDGtra9q2bVvG6aJatWro6emhpaWFtrY2QJkIop9++um1H79A8F9HOWK0Q4cOyGQyMjMzyc/PR1tbGxsbGylqUiaTMXz4cDQ1NRkxYoTkaGZiYiK5/Q0dOpRffvmF8+fPo6mpSXBwMI6OjmhqahIbG6uybzc3Nzw9PVUcclxcXHj06BEtW7akW7dur70/BAKBQCAQCN5GhDBHIBAIBAKBQPBW8zY4bAhUIxL++usvli5d+lxRFHfu3JEK0xs2bKBv377MmzcPa2tr/P39qVKlyps+tJcmNDQUX1/fFxaYKARhyuf4+fPnJQHYP5GSkqIyY7UyOH/+PGfOnGHo0KFl3nsep5O8vDw8PT3Jzc1FT08PR0dHevToIQm2MjIy2LdvHzk5OaxYsYKEhAQOHz7M1q1bqV+/PsuXL6dDhw58//339O/fn0WLFlFUVMS9e/eIiYlBR0fnuY+lvDgyKHGvAZg4cWKZdZTjmhQFDSgRh3z++ecUFxfz4YcfYmRkRFFREenp6QQEBLBq1SqqV6+OnZ0dmZmZnD17lvj4eHbs2CHFNgGMHDmSzz77jPbt27N48WIaNWqEu7u79L6ZmZmKAEW5DQqUBWjK543i8erVq8vtj/nz56vELcXExJS7XGkiIyMxNDRkzZo1FBUVYWdnR9++fenWrRtLly7F1dUVb29vli9fTnh4ODdv3mTYsGH4+Pjg6Oiosq3AwEA2bNjwXOf7P/GqviP27NnDiBEjSE9Pp1mzZtSrV69MAUpxX9uwYQPjxo2jQ4cOzJo1ixEjRuDj4yMtZ29vz6FDh7CwsCA/P/+9EOWAqouTvb09ly5dwsDAgJSUFMnFqVatWgCYm5vz448/cujQIcLDw8nNzaVq1apAWYHGu4STk5PKc0VRMiYmhhs3bnD8+HFyc3OpU6cO1apVK3PNKjA1NcXIyIhffvmFHj160LVrV1xdXSkqKqJOnTpEREQwadIkbGxs6Nixo+TC8z7RpUsX5syZw+nTp6lVq1aFLmPq6up06NCBgoKCt0bQ+Tah7Aa5YsUKlixZotKnDRs2xNLSkvnz5/Po0SNsbGzo06cPw4cP59atWxQXF2NiYkKXLl0IDg5GU1OTrVu3SgIzZdekLVu2qOy7vAgiwcuRnZ1NXFwc/fr1A2DMmDGSW15p3vf4RMGzUZwDymPWzMxMFixYwDfffIOVlRWampoEBQUxe/ZsFQGO8vhJ+TpXU1PDy8tLWk4xVlbsr/S6pR1ynndMKRAIBAKBQPBfQozYBQKBQCAQCARvHcpuJxs3bsTX1/dNN+k/j3JEwpgxY547isLU1FSKTIASpwUNDQ2aNGnCnTt3aNiw4StpX3nRMwqio6OZP38+BQUFzJgxAycnJ8aOHcv58+cpKipi06ZNGBkZ0a9fPx4/fiw5/oSEhKgIRj766CNkMhndunUjNjaWTz/9FBMTE86fP4+9vT3Dhg1j0KBB5bYvPT0dHx8f8vPz6dChA4sXL5bEKvfv35dcQgICArhx48ZbJVhSjhwqzfMIc3bt2kWnTp2YPn265JKkLNh68uQJU6ZMISkpiZkzZ3L9+nV0dHTIzc2lc+fOJCQk8OjRIxX3oN27dzNnzhwOHjxInz59Xt3B/kvy8vLYt28fT548oXr16sTGxrJy5UrmzJlDVlYW06ZNo2HDhnzxxRdMmTKFbt26MWnSJI4fPy5tQxHPMnv2bPbu3UtkZOQbO57n5dq1a9LnoSiQK5xqLl++zJkzZ1i5ciU5OTl4e3vz559/0rt3bwA6duxYZnsPHjzAzc2N4uJi7t69y8iRI1m3bh1Vq1Zl1apV+Pr6SteOsqjp77//xtfXl2+//ZZt27ZJhafS4i0tLS08PT3Jy8ujdu3aODk5VSjkGTVqFCNHjuTUqVO4uLiQkZGBvb09UVFRQEmhSnFfc3d3Z+TIkaSmppKamipFDykYOHAgISEhpKWl0bdv35fv+LcEZRenBQsWcOnSJTQ0NBg9ejTW1taoq6tLjhmWlpZs376dWrVq0bBhQ/T19d9w68ui7Ajn5eXFtm3bVNzfvv32Wzp27EivXr2Iiori6tWrGBgYUFBQwMcff0xAQAB16tQhNTWVqKgo5syZw40bN6hZsyaNGzemcePGjBo1CiiJvIKSomZKSgpQvthOGVdXVyne6l2jvNhZxXNloeTZs2fLrKtYrnSheODAgZXU2neb0m6QgwcPLrOMok+V76PlOQtOmzaN48ePo6GhwbZt2yqhtYJnkZ2dzY4dOyRhTkWiHIGgIhYvXlzhe886n44cOcJXX33F+vXrn3t/wiFHIBAIBAKB4NmIKSYCgUAgEAgk5HI5QUFB0vPbt28zZ86c175fwX+PgoICvL29sbGxwdvbm7y8POLj43FycsLAwACAefPm8euvvwIlhf4FCxawc+dOLCwssLOzY8+ePSQkJNClSxfs7OxYt24dAF9//TUymQw7OztSUlLK3Y7g2SgiEubNm8fMmTMrjKKIj4/H3d1dcj8oPav9woULFBYWcv369VfuHpGTk8PevXsZMWIE+/fvB0oid77//nvi4uKQy+V89913AISEhBAfH8/MmTNZuXIlN27cQF9fn0OHDrF161YAxo4dS3x8PJs2bVIR+vTv35+jR4+yfv16LCwsMDMz4+DBgxWKcqBEwKHok9jYWL777juuXbsGwN27dwH47bffOHbsGFAiXFGwZs0arK2tsba2loqXM2bMwNramoULF76SvvsnFPdoU1NT/Pz8MDU15fz586xatUqKIEpMTCQ6OhobGxu6d+/Ovn37AOjatSsLFy7k7Nmz7Nu3D7lczqxZs9DV1UVDQ4Pbt29jYWFB7dq1sbOz4/Tp0yQmJpKYmMjChQv53//+x507d4iKimLx4sVScRtg7969/PTTT1hZWTFr1qxK74fyUIhM5s+fj7W1NUFBQaSnpwNgaGgoCc8uX77M5MmTkclkHDx4UFoGSoQLJ06cICUlhfr160tuIlBSuFZ2y3mVyOXyF55d37p1a06cOAGUXGPwf9d669at+eqrr5DL5Zw4cYJRo0bRrFkzyWXl3Llz5W6zuLiYyMhInJ2d+e233zh48CANGjQgLS2NAwcOcPToUf7++2/++OMPAB4+fMigQYMICQmhbdu2Zba3e/dunJ2dOXjwILt27ZLOSz09vX88Nj09PcaPH0/btm3x8PDg+PHjODg4SFFLpqamHDlyhCNHjqCrq0vt2rWZPHkycrmcc+fO0aBBA2lbzZs3Jz09nW3btknF1XcdmUxGdHS0dD2bm5tLhf3Bgwdz4sQJEhISpLirHj16SJ/9nDlzpO9cf39/hg0bBpTMwlcINF4ERQH7RQkLC0NPT4+4uDgCAwOJjo7m8OHDfPjhh8TFxeHp6UlERARQ4ghQOsLy/v37bNu2jYKCAqytrbl+/TqNGjUiNjaW1q1bv3C73jRv2/h8xowZXL9+nc6dO7/pprz3zJs3j8OHD3Po0CFpHC6ofJT/junevTsHDhyQ4oisrKyAknvwlClT6Ny5M2vXrlVZPywsjLFjx76JpgteM0VFRQwbNgxbW1t69eoFwPTp01XOC5lMJkVUleafzqeoqCjGjRuHiYnJM8X3ysTExHDs2LF/JeYRCAQCgUAg+K8hhDkCgUAgEAgqxMjI6B9n8KakpBAXFyc9VnY1URTqBO8PcrkcNzc3+vTpg5WVFZs2bcLe3h4XFxfS0tLo0aMHVlZWUuE8NzcXV1dXnJycGDBgAKGhoaSkpGBnZ4eHhwfm5uakpqYC8Mknn3D8+HF0dXVp0aIF+/fvp27duuzbt49Dhw4BoKmpydChQ+nUqRM//PADXl5eREREsG3bNuLi4ujVq5cUtxQXF8eQIUNITEwkLS0NuVzOTz/9REhICAMHDpSEF9u3b8fLy+vNdOg7xsqVK7GxsaF3797lFlC7dOlCVFQUvXv3llwAymP79u10794dPz+/V+4KoygEm5mZSdEzWVlZXL58mY8//hgHBwcprqG0kKJly5aYmJjg4+PDokWLAPjll1+wsbFh2LBhKkKK9u3bo62t/a+iNNTU1NDV1UVTU5P09HTkcjmdO3dm37591K9fH4D9+/ejr69PbGys5KCTlZVFVFQUhw8fJjIykq+//ppbt27x22+/ceTIEbp27fpK+q4iQkNDpft5cnIyM2fOZNmyZaxfv57AwEBMTEyQy+W0a9eujADKysqKrKws/Pz8sLCwwMbGBjs7O4KCgkhOTgZKBFJPnjzh3r17HDhwgPr162NiYsK8efPYunUrurq6aGtrExcXR3h4OD/88AOnT58mPz8fKBGBHD16lD179lRqP1SEuro6d+/eRS6Xc+TIEb755ptyRWmtW7dm4cKFyOVyTp8+reLyo6amhoWFBRMnTmTAgAEv3aZniWoVosWXwdXVlVu3bkn3BGUCAwPZuXMn9vb22NnZcfbsWYYNG8bKlSvp1asX2traZbZnaGjI1atXuXLlCh988AHt27cH4IMPPuCPP/7Aw8MDmUzG0aNHpWtx+/btmJmZ0a5duzLbU6zfoEEDsrOz+euvv+jQoQNAhe5PClauXMnYsWP5/fff+fHHHzEzM2P69Ol06tQJgKCgIGxtbbG2tgZKhDq7d++mR48e5X5+zs7OVKlSRYp2Erx6XlaYM2jQIFJSUhg0aBBHjhxh6NCh2NraEh4eTnp6Oq1atSI5OZmnT5+SlpZGs2bNVNZXOMj98MMP+Pv74+fn99znm+D5+frrr6Xx27tE6QJ6SEgItra2dOnSRRIqKork8H8RMYMHD8bW1pYePXpQVFREUlISDg4O2NraVppgU/BmUf475tixY/Ts2RO5XF5GHKUsEFewZcsWTpw4wZIlS153swVvAEWkaHx8vDThpLzz4nkovZ5CmDdz5kwyMjJeedsFAoFAIBAI/suIKCuBQCAQCAQqXLhwgV69eklRMAsXLpTihH788Uc0NDRYtmwZpqam/PDDD2zduhVfX1/i4+Np2bIlMpkMCwsL0tPT+fLLLxk7dqwk0Jg6dSqhoaHs2bOHBw8eoK2tTXh4OACJiYl88sknUuzExIkT+eyzz2jfvj2LFy+mUaNGuLu7v+HeESgcDebOnSs5Gijiiw4cOICmpia+vr788ccfnD17lu7duzN58mRGjhwpbeP+/fvExsayefNmIiIi6N69O5mZmfz000/cv3+fuLg4cnJyJFcDHR0dAEaOHMmhQ4dYunQpFhYWNGzYkKCgIGbPnk1BQQHTpk0rE7eUkpKCXC6Xihz169enUaNG3Lt3j7t375Kdnf3KopTed0pHJCh43igKBfPnz39hl45noXBluHDhAvb29ly6dAl9fX1MTEyIiYlBQ0OD/Px87t27JwkpDhw4wKZNm8jNzWX8+PGoq6vj4OCAj48Py5Yt49y5cyQnJzN8+HBpP8puQVAS61JYWPiPx7Vu3TpSU1PR1dUFoHbt2pJwQ3l7iseK///8808uXLhAjx49pGWuX78uFX3Nzc0ld6BXTVFREaGhoUyfPh0oESC0aNECDQ0NyT1EgbIACkocf+rUqYOhoSFDhw7Fw8ODnTt3cuPGDeRyOQ8ePADg6tWr2NjYSP8UWFpaMmbMGNq1a0enTp2IiIigadOmpKSkULt2bclRSOFOUq1atUrpg+dBT08PHR0d7OzspM+lNFOnTiUwMJAHDx6grq7O6tWrVd738fFBJpOxefPmCvdTVFSkIva5ffs2a9euLSOgVYhqK4oZK+91mUyGXC5/1qFKqKurl5mpr6BatWrlRqOUt33FvWP69OnExsbSpk0bTpw4oXJNpKam4ubmhr+/Pz4+PpLwaciQIaSmprJr1y7c3NxUtlva0atZs2YkJibi7OzMxYsXyzhuyOVyYmNjmT17NuPGjZPEfV5eXuWKNxXHFxgYSGJioopwT/lYQ0NDAUT0TiWgHD915coVCgsLkclkbN++nc8++4yMjAxpnKmrq4upqSmmpqZcuHCB9evXY2ZmxowZMzh06BAmJiZ07dqVuXPn0qJFCyZNmkRYWBjTpk2TzjeZTMaMGTOws7Mr05byzrf4+HgALl68+Ho6pJJQHp9v3ryZwYMHq8TKlY6RDA8P5++//2bIkCHo6uqSkZHB5s2badasGWvWrJEKv0uWLKFjx45lPpfGjRvTr18/1NTUMDEx4YcffnjDPfDyKAroa9asoaioiJycHJX4xk2bNpVZJz8/n9TUVOLj4ykuLkZNTY1p06axdu1aGjVqhLe3N6mpqWIM+55R+u+Yimjfvj1aWloqY4KQkBAp9s3f35+goCBatmxZ6W0WvBnKixQt77x4Hkqvp6GhQY0aNahRo8ZbGT8pEAgEAoFA8C4jHHMEAoFAIBCooIiC8fT0xMPDg/379/Ppp58yY8YM/P392bRpE56enhw8eJANGzagoaHBwYMHAUhPT+fSpUtERkby7bff0rp1azp06ECVKlVYsGABt2/fJisri6NHj1KzZk2qVKmiMsNZOXbCx8eHLVu2ACVxJS4uLm+kPwSqKLsYPMvRoCKHAsXMcoWTQXJyMqamppw5c4ZOnTpx8eJF6tevz/379wF49OgRUGKPfe3aNSwsLNDQ0ACgSZMmrFmzhsDAQBYuXFgmbql169Y4ODggl8uRy+Vs2LABKHF7+PTTT/nkk09eT8cJXgtaWlo4OTmxbNkyHBwcgJI4qgkTJmBvb0+PHj0YN26cipBCMcv0+vXr2NraYmhoSNWqVTE0NJRcXn7++ed/3K+Liwtubm5S1El5PHz4kDt37lC7dm309PQwNjbm5MmTODo6SkX9nj17kpmZib29vVTMbdasGZ07d5bO4QMHDtCkSRMSExOBimOBykMul/PJJ5/Qq1cv7OzsyMjIwN7eHhsbG9zd3SksLCQlJYUePXrg4eHB999/z/nz55kwYQKJiYkkJSWRlJTEkydPOHToELa2tlKsUL9+/TAxMWHt2rU0bdpUEkmpq6sTFhbGw4cPuXbtGvPnzycxMREtLS1Gjx7N5cuX8fX15ejRo8yePRu5XI6amhrNmjWT7gHDhw+nW7dupKSkYGlpSY0aNTA0NKRly5ZlImVeJ4qYKXV1daKjo4mLi2PxhNq92wAAIABJREFU4sWSGENRIIOSImt2djZ5eXm0atWK69evc+bMGRYsWICdnR0PHjygV69e9OzZE1dXV7p27cpff/0FlAiifH19mT9/vopjwpo1a5g2bRpXrlyRBHJLliyRHOzWrVvH2LFjJXeXGzduEBUVJcWPHThwgJMnTyKTyTh37twzz/M3hbq6OgsWLMDNzY3Hjx9Lr6upqbFy5Uo2btwoiSAqws3NjWPHjuHo6Mjt27fR0tL6x+WfN0Js1apVNG/evML358yZw86dO8sIhwQvzz85S4SGhhIfH0///v0lh5Xbt2+zatUqyfFL2Xns4cOH7N27l969e7NixYpy3d88PT1ZtGjRc91zunTpQk5OjnQvf9b59rajGJ+fO3eu3Fg55RjJVatWASX9HRERwZIlS5g3b1657m+K5ZQ/l7NnzyKTyTh06FClO3+cP3++QoFhaSpyGvP393/muteuXWP37t1Ayf2sIjc+QBKCaWlpMXjwYHx9fQkKCqKoqIirV68yaNAgZDIZly9fJi0t7bna/rai7Lz6sq5X7wvKf8dMmjSJwsLCcpcrLRAHWL9+Pb6+vjx9+rSymyl4CygvUrS88+J5KL1eUVERT548IT09naysrJdrqEAgEAgEAoFABeGYIxAIBAKBQAVFFIyVlRXh4eHUr1+fzMxM9PT00NTUpGnTpuTm5vLgwQPat2+PlZUV06dPx9bWlvv379OuXTuGDBlCREQERkZG7Ny5kxYtWlBYWMjixYvR19enuLiYrVu3Ehsby6lTpzAyMioTO+Hq6kpwcDApKSnUr1+fqlWrltvelJQUgoKCyp2d/yLLCf6Z8pw9oHxHg4ocCkrPLG/evDmFhYVcunQJNzc3qlSpQu/evVm0aBGOjo7Sj9IhISHI5XJatWoluWQEBwdz4sQJHj16xIIFC1i5ciU7duzg0aNHTJo0CVNTU4yMjJDJZKipqeHt7U1gYCCenp5MmDCB5cuXv45uE/x//o0jx4tgZmamUkxXvt6dnZ1Vlo2Oji6z/pEjR6RZxmpqamVcTUD1GBSPK3ITUmbQoEEcOHAAKHG5sbW1JTExkby8PDp16oSVlRVdunShW7du3Lx5kw4dOtC4cWMMDAxwcXHBxsYGDQ0N7OzsmD59Oubm5lhbW2NqavrMflEmJyeHAwcOsHXrVtatW0d0dDTVqlUjKCiIuLg4jI2NuXPnDrGxsWhoaLBnzx6mT5/OoUOHpALA5s2b+eCDD4iPj8fb2xt3d3eePn3K1KlT8fHxISUlRaU/vLy8GDJkCD/++COfffYZBw8epEqVKlhaWhIUFMTgwYOZPXs23bt3Z+7cuZJDmnIc09dff83AgQMpLCzks88+e2sL3enp6fj4+EiOEv3792fBggXk5eUBEBUVRUBAACNGjODevXu0aNGCrl27MmDAALS0tMjKymLSpEm0atUKGxsbmjdvzh9//EFCQgI3b96ke/futGjRggEDBhAbG0u/fv0oLi6mcePGXL9+nfDwcDp16kRqaiqJiYmoq6szffp0rly5grW1NQ0bNsTQ0BC5XE50dDQ9e/bE3d2dgoICNm3ahI+PzyuPmHselJ23lAvdwcHBAEycOLHcdQDJec/W1rbMe8rb2rFjB5qamowcOZKaNWvSo0cPlc9J2TEwPDyce/fu4efnh7a2Nj179mTq1KnMmzePqKgotLW1CQ0NpXHjxtL2raysJDGWTCZj/vz5ZGZm8sEHH7Blyxa6devGqFGjyM3NpWfPngQFBf2rPnrRcUxoaCh+fn7/egb9246Pjw/jx48v4yxRWFjIxIkTSUxM5O+//6Zv374AtGzZkqpVq0rjzBMnTkhxmkFBQWhoaEiiusGDB5fZX9u2bSkoKJCeK59bis9E+TxevXo1mpqazJs3T+U8edcoPT738PAgOzublJQUSVSiHCOp+J4zMTFBU1MTMzMzkpKSynV/g7Kfi62tLYcPH2bgwIH06tWLQYMGVdqxmZmZPXfUWEUOZKUp7WwGJQX0v//+W3q/PDe+4uJicnNzuXr1KlByHnt7e+Pn50dgYCCnTp2idevWLF68mPr161NYWPjCRfi3BYUwx87OThLm9OvX75nrldfH7wNFRUX06NGDy5cvAzBmzBh+/PFH6tSpw5o1a4CS7xmFO6PiXhMVFcWZM2dYsWIFN27cwM/Pj2rVqrF06VLOnDlDz549mTlz5hs5JkHl4erqyu7du7GxsZHcZV8VX331FTY2NpiZmVGvXr1Xum2BQCAQCASC/zpCmCMQCAQCgUAFhctBQkICt27d4vfff6dq1aoUFBRQUFBASkoK2tra1KpVi8zMTIqLiyVnh7Zt25KWlkbDhg1JSUlhz549uLu7s2TJEszNzUlJSUFfX58aNWqgoaHBhQsXaNGiBVBWrKGmpoaFhQUTJ05k6NChr78jXjHv64/IChSOBrt27ZJec3Nzw9PTE0dHR3R0dCospFtYWLB+/XqSk5Np3rw5YWFhZGdnI5PJ2LhxI1ZWVvj7+3Pjxg1cXFyoV6+eZKs9b948lW3JZLIyAolp06aViXoBcHR0FPbcbxGlBQ2enp54e3uTm5tL/fr1GTduHEuXLqVx48ZER0dz69atMgIIxUz7oqIi0tPTSUpKkorlMpmMbt26ERsby6effsrQoUOJiopi1qxZmJub87///U/F4aRPnz6Ehoaip6fHuHHjGDRoEObm5i98fB999JHkcqPA0dGxzHKKwrAyQ4YMYciQISqvPY+bR0XtgP8roA4dOpS0tDQyMjIwNjbG2NgYU1NTyZUKSgQP9vb2UhE7KytLckVQRC9ZWVnh7OzMhx9+yKxZs/jpp5+kvt+5cydLliyhuLiYhg0bsn79evz9/TE3N8fIyIiYmBiVNoaFhUmPFZ/JRx99REJCgspyyn1V2aKv50VfX79MrF9OTg4bNmzA1dWVTp06kZeXR25uLoMHD5ZcOBwcHIiIiMDe3p6pU6fi6elJkyZNiI+PR19fn/v37zNlyhTq1KmDtrY2O3bsIDMzk8aNG/P48WM2bdpE9erViY2NJSwsjIYNG1JQUICdnR1ff/01iYmJuLi4sHHjRvT09MjLyyMkJISqVaty+fJl6fs4MzNTEj6+b7i4uPDo0SNatmyJk5MTzs7OZT4nhWht1apV6OvrExgYiL+/P8XFxdy+fVtyZzl69CghISH/KO60sLCQIrE0NTXx8vJ67TE0ijg6X1/f924Moqamhr6+PvPmzcPHxwcjIyOgxAXl8ePHHD58mNWrV0uuIqXHmQ0aNJBcuf6N89jzMnToUP766y90dXUl8di7iHK/ZWVllRsrpxwjqRjX//777xQWFkqvKdzfFH2Rn59fZvvFxcUUFhZKbjpmZmaVKsxRRNjt3r1bJU5r7dq1nDhxgry8PNLT01m7di2//fYbHTt2pLCwkOLiYvLy8qhbt67koGRubs7t27d59OgRhw4dYvXq1SQkJJCSkoKbmxs5OTlSAV3hxqcc3+jv74+VlRVOTk5Aicueq6srhYWF6OrqYmJiwpw5cwgICCA3NxctLS0iIiJeeUG+MgkNDaWgoIBhw4YRHBzMqlWr0NLS4vjx43Tp0oUDBw5IcXSRkZHlxp6ZmJjQvn17Jk+e/IaP5tUTGRmJnZ0dJ06coKioCBsbG27cuAGAk5MTCQkJWFlZlRGIW1pacvv2belvp+3bt+Pv7y+56HXp0kUIc94zxowZw9KlSyt0/FKcI4r/FSJn+D9Bl2J8Xd6EA2dnZ1xdXUlLSyMwMPBVNl0gEAgEAoHgP48Q5ggEAoFAIFBBEQXzxx9/MGjQIJKSkiguLqZu3brMmTOHDRs20LBhQzQ0NHB2diY0NJQnT56gqalZ5sd1Z2dngoODuXXrFk+fPqVJkyYA5OXl4eDgQNWqVdm+fTvHjx8vty0+Pj7IZDKp8KsgISGB8ePHU6NGDXx9fUlPT8fDw4O//vqLyMhI6tWrh5OTE/n5+RgYGLBt2zZp3fz8fAYPHsyIESOwsLAgICCAjIwMDAwM2LhxI9HR0YSEhKCjo8OXX35J9erVWbBgAQUFBdIs+jp16vD1118TFxeHuro669ato0GDBmX2efPmTYYMGULdunVxdnamXbt2TJo0ifz8fIYNG1am0P628yKOBsoOBc2bN6dp06blziz/6aefVNarXbu2tJzih8P+/fuzf/9+lixZolLM+LdcuXKFYcOGMXfu3BfehuDVU1rQcPr0aTQ0NLh//z5z587l+PHjmJqaUr16dc6dO0f79u1Vlm/QoAF79uwBYMqUKdIsf2X69+9PcHAwPXv2ZOjQocybN4/Dhw9LxQxlPD09iYiIICAggAsXLrB48eLX0Q2VjnIBtVmzZuTn5xMWFsa0adOkIqtyAV9LS4vCwkJphjb8n31++/btJdFhTk4OQBnxEZS4XcXHx5Obm4ulpaX0+vsmFAC4e/cuI0eOlBwljI2N+eijjwgLC6Nfv34kJyeTmZnJgwcPSExMZM6cOVy6dImBAwfSvHlzrly5IhWzHz16hEwmIycnh7S0NLKysjA1NZUcE5KTk5kxYwbVq1dn0qRJnD9/nvz8fBo1aoS2tjYFBQXI5XKOHDlCnTp1OHjwoOQSk5mZibq6Oubm5oSHh/Pxxx9z+PDhV+ZEpIgSsrS0ZNiwYc+1jkwmq1SBlbIA7NatW+V+TvB/orVRo0YRHByMj48Pvr6+6OnpSfGMnTp1YtasWeXuR3EdlUYRQwMlsS0KIfM/8azxTsOGDfn88885f/48urq6bNq0ifv370tjDwsLC86fP4+9vT3Dhg2rVJHD60C5P86cOcPTp0+JjIxk4cKFTJ8+HQMDAz788EPy8vJwcnLi1KlTNGzYkJ07d0pj1IULF7J37150dXXR19fH0tKStLQ0cnNz6d+/v8qY8WVQiAreJ5RF2MXFxXz33XekpqZy69YtOnfuzNWrVzE2NqZRo0YYGhpK0ZB16tRh165dpKWloaOjQ4sWLfDw8MDBwYHExEQsLS2luDc3NzeOHz9OcXGx5CZT2dy+fZuTJ09y5swZ1q9fT926dalXrx6dOnXit99+o0ePHtSoUQMDAwO2b9+Oh4cHeXl5xMTE4OLiwmeffcaHH37Il19+SefOnRk6dChOTk5cvHiRn3/+mZMnT1KzZk0OHz5cYRuGDx9e5nhLL9+yZUv27t37zONRiFafJ2brTRIWFkZsbCyzZ88mJSWFGzdusHHjRpXYs/v37xMQEMCuXbtITU0lISGBGjVqvOmmVwrXrl2je/fuQMm1pqamhq6uLoCKWBpUv2c0NDSoUaMGNWrUUJlwoBgHV6tWrbKbLniNFBUVsXTp0krdR3h4OMuXL+fx48f88MMPlbovgUAgEAgEgv8aQpgjEAgEAoFAQlkoce7cOfz8/KSZrwMGDODMmTPUrVtXKtBOnjyZkydPkpiYKNn0y+VyqbA2duxYrl27xsWLF2natClTpkxhzZo1fPDBB+zfv7/c/Sr/iKympoaXl5dKQRhgz549zJs3D5lMxl9//cXSpUuJjY1l8+bNRERE8Pnnn5cbz5Kfn4+/vz+BgYHY2tqydOlSXF1d8fb2Zvny5YSHh/Prr7+ybds2mjZtSnFxMfHx8WVm0bu4uJCWloZcLufy5cuEhISwYsWKZ0bCODo6EhUVRc2aNenZs+cbiwx5nSg7FHTr1u2lttWmTRsVR5M3vR3Bq6W0oOHixYtkZ2ejqanJoEGDyMjI4MyZM1SrVg0HBwdGjx7NH3/8gba2NpqamqSnp2NsbMyOHTt4+vQpPj4+ZfbRvn17tLS0JEFIRcUMKCkO+vj4YGxs/FJCsLcNhfgyJyeH9evX07dvX06fPk2tWrUwNjYus7yLiwtubm4q4orhw4fj5+fHL7/8QosWLVi3bh0uLi5SHFdpevfujY2NDRYWFtSuXbtSj+91oxwT5O/vT/369VUcJWxtbQkJCeHbb7+lT58+6OjoSK5y7dq1w9bWlrt37xIYGMiOHTswNDTEzc2Nu3fvEh0dTbdu3bC0tKRz584YGBgwbNgwAgICyMnJobCwkA8++ICJEyfSq1cvzMzMMDEx4c6dO0DJZ62jo4OdnR26urpYWlqyadMmxo0bx2effUZ2djazZ8/GwcGB8+fPM2DAACIiIl66T4qKiigqKnrp7VQmYWFh5X5OUDL+adGiBVpaWixcuJC8vDwsLS3ZvXu3JGw7ffq0ND5SUDqKBlSFbS8SQ/Os8U737t0ld5iNGzeyYsUKvLy8ysTRKVx73nVK98f06dMlEa+Pjw/Vq1dnzZo1kqijXr16kuAiPDycW7duce3aNTIyMggLC+Pvv/8mKCiI2bNnExoaWqGo6r9KeePz8ePHA7Bz505OnTrFxIkTOXDgAPHx8ZKrmkwmo23btgAsWrSItm3b8sEHH/C///2PwsJCPv30U6ZPn46joyM3b96UxsW//vorzs7OPHjwQHLPfB2UjtP68ssv2blzJ5cuXcLJyYnIyEi0tLS4cOECrq6uJCQkoKWlhUwm4+HDh2RmZpKcnMyCBQvQ0dEhNTWVLVu2kJKSwsKFC+nWrRsGBgav5Vielzfh5Fl6AkdFVBR71rp16/dWlAP/J3ru3bu39D2qiEBTxPqW9z1TVFTEkydPyM7OJisrS3r9XY86+69QXFzMqFGjuHr1KtWqVWPjxo1MnTpV5fmFCxdYuHChtOycOXM4evQoSUlJLxWRWREDBgxgwIABr2RbAoFAIBAIBAJV3v1fZgQCgUAgEFQK5cWufPLJJyrPFy1ahJqaGo8fPyY4OJhWrVoB/+yEoq+v/1yz548cOcJXX31V7ozjUaNGMXv2bNauXcuYMWNo27Yt6urqNGjQgKSkJB4/fkxgYGCZeJbDhw/j6Ogote3y5cucOXOGlStXkpOTg7e3t1SgKSgokOKPSs+iv3z5MnK5XNpO/fr1K9ynciSM4gd9KIkDeJ8jQxSUjqgRCCqidKH8k08+Yc6cOXzxxRfEx8djY2NDnTp1aNmyJX/++Sc6Ojp89913DB48GF9fX4qLi7ly5Qpr164lMjKy3H2ULlJUVMwA0NHRQVdXlyVLlrxX7kpmZmYqMVhnz54ts4yi0A0wbtw4KR7O3d1der20gGPWrFllHEQUArgZM2YwY8YMlffKi+x6W/g3BcvSMUFdu3YlKChIJdZPS0uLKVOm0Lx5cyIiInj48CFubm5cu3aNunXrcuTIEerWrQtAw4YN2bhxI0lJSYwZM4bc3Fx0dHR48uQJc+fOZcSIEaipqdG3b1/69OlDUFAQXbp0wcrKiidPnlClShV0dHQIDQ3liy++IDk5mVmzZqGtrc2UKVPo0aOH5F4RFRXFhAkT6NixI2pqauWKciZOnEhmZibdu3dn/vz51KxZkw4dOpCSkkJ6ejq3bt2iZs2aeHt7c/bsWZKTk6lZsya1atWiTZs23L9/Hzs7OwC++eYbZs2apVJAOnXqFCNGjKBNmzZSAfJVI5fLVZzvRo8ezeXLlzl58qQ0E/z27ducPn0aIyMjatWqxdKlSzE3Nyc1NZU6deowduxYjIyM6NGjB927d6dKlSplxielo2hAVdj2IjE0zxrvJCcn07FjR6DExSc+Ph6gTBzd+0Lp/lBQWFjIxIkTSUxM5O+//6Zv375AWcHF9evXJdcjc3Nz9u/fT8uWLTExMcHHxwdzc3MmTJjwRo7tXUPZ3UNNTa1Cdw+FILZNmzbUq1cPQIoQKz0uzsrKkr7TmzRpwjfffPNaxCOlBSMKxxxzc3Pi4+M5fvw4urq6GBsbEx4ejoeHB5s3b6Z27drk5+ejpaXF1atXOXHihHR/9vPzY8eOHcTExHDnzh127txZqceQl5eHp6cnubm56OnpYWdnh729/Vvl5FmrVi3pb8vExESqVKkiCU4UIkagwtiz99FlTxlXV1d2794tRZ7NmDEDBwcHiouLpXi38r5nvvrqK2xsbDAzM5OuMcG7Q3R0NI0bN2b58uXs3buXH3/8UeX5ihUr6NatG3l5eezbtw+AOXPmACVxza87IlMgEAgEAoFA8HIIYY5AIBAIBIIXZvz48dLM2efleW3Vra2tK4y40tPTY9myZaSnpzN06FCpoAklP6jHxMTQqlWrMvEs9vb2NG7cmKVLlzJmzBhat26Nvb29VGzOz8+noKCANWvWkJCQwMKFC/Hy8lKJfmnRogWtW7fGwcFBspHOz88nKiqq3H0q/4j80UcfER4eTo0aNaQf8gUCQQl2dnb4+fmpCBoqokOHDiQlJTFu3DiWLl1Ko0aNAPjuu++4efMmH3/8MUZGRmzZsuUft/OsYsaAAQMICgqiTZs2L3ZQlUB5ERUKp7Lg4GDGjBnD0qVLVZxcvv3223c+wuZVk5ubi6enJ3l5edSuXRsnJycpwqSigmVISAj79u0jJyeHFStWkJ+frxITBNCuXTuaN2/Ozz//jJ6eHh4eHtSrV4+1a9dK+3748CEGBgb07t1bRSS1fft2abZzeZElbdq0kYQXChQiqujo6DLHuGDBApXnBw8eVHnu6uoqFcUronv37sTExBAVFYWamhoGBgakpaVx8eJFWrduzcGDB5HJZERGRtKoUSP09fVZtmwZV69eJTIyktWrV9OwYUN++eUXJkyYUKaA9PXXX7Nr1y7q1KkjxV1WBsrOd9euXcPIyIjExETpeuratStGRkZcvHhRcrg7ceKE5OTx2WefASUxeVOmTFHZtkKAVl4UjbKwDXiuGBplnjXead68ueRAqOzi86w4uncV5f7w8fHByMgIgPPnz0vOQatXryYtLQ0oK7ho0qSJJAw4d+4cUHIvGD9+POrq6jg4OODj4yOK28+Bwt1j9uzZ2NjYYG1tLYnrtLS02LhxIzKZTPoMynNLKT0uVldXx9vbGz8/PwIDAzl16lS5LmyVzW+//cb58+e5evUqnp6ebN68GXt7e65fvy456LVq1Yp27dpRp04dIiIi0NfXx9vbG0dHR+rWrUtKSgoPHz7EyMiIbt26SedqZbFr1y4sLCyYNm0agYGBaGpqvnVOnvb29nz33XecOnUKTU1N2rdvz4IFC/Dy8iIsLIx79+7h4eEhuZPa2NigoaGBnZ0d06dPr7R2vS2oq6urjBUAHB0dVZ6X9z3j7OyMq6sraWlpBAYGAqri58qMiBS8PJcvX2bLli3ExMRQUFDAsWPH6NChg/Rc4TirEOEq8yIRmQKBQCAQCASCN8u7/8uMQCAQCASC/xwrV65kx44dPHr0CC8vrzLOPl26dGHOnDnlxrN8/fXXjBo1ii1bthAYGMjw4cNZtmwZxcXFhISEsGPHDk6cOMGjR4+koqZy9EtERAR169bFyMhIKjh4e3vj7Oxc4T4VzJo1C1dXV4qKiqQf8gUCQQmlXbpSUlIwNTUFwNLSkl69evHll18SHBxMTk4OTk5OrFq1CjMzM0nMo3CxUkZRNFcuTCgeP6uYoaamxsCBA1/hUVY+CsGgspPL5MmTAWjQoEG5ffRfZNeuXXTv3p3JkyczcuRIgGcWLMeOHcuUKVNISkpi5syZbNq0CTMzMykmSCF88fT0JCIigoCAAJKTk3FxcSmz/3r16qmIcgCaNm2q4lb0upk4cSKDBw8mPT2dSZMmce7cObZs2cLNmzc5e/as5HqRnZ3N48ePSU1NZerUqWhqakrxGtevX6d+/frMmTNHmtn96aef0qBBg3ILSNnZ2VIUpsJ1rzJQdr5bsWIFlpaWACpxOW+jw92zxjsWFhasX78ea2tratasSVhYGNnZ2SrLKLv2KLtevYso98ekSZNYt24dHh4eLFy4kKSkJJycnGjUqFGFn1X9+vUxNzfH2tpa+n65fv06Q4cOpaCggObNm2NoaPg6D+md5XncPZ5F6XHx2rVrcXV1pbCwEF1dXUxMTCr1GJQdPqHkHqwYAygiAQG+//77Z27r2rVrr7p5/4o///xTus+Zm5vz+PFjhg4d+lY5edasWZNjx46pvNanTx/psbLL5pAhQ8o4+IgY2vIJDw9n+fLlPH78WHKBE7w7tG7dGj8/P7744gsAIiMjSUpKkp7n5+dz7Nixch2jXiQiUyAQCAQCgUDwZlF7mzK0O3XqVHz69Ok33QyBQCAQCASVxPnz5ykqKip3xtfbilwuJzY2tkwBVSAQVC4pKSkEBQXx8ccfU1BQwJAhQ3B2dqZmzZp8/vnnTJ06lfz8fKytrZ+raFYeW7ZsUSlmKGI5oCSqadGiRURGRqq4VLwOFG4Q+fn5dOjQgcWLF6tEVDg6OuLv709AQAA3btygSZMmNGrUiODgYKysrFi4cCEODg6YmpoybNgwDh48SFBQEAYGBvj4+PD3339jZmbGDz/8QGhoKDExMTx48ACAX3/99T/xw/63335Lhw4dcHZ2ZuXKlWhra7N//37CwsIAMDIykpySsrKyiImJITo6mk2bNqGuro6amhqHDh1CJpNJwhx/f3+CgoIwMjLCx8eHCRMmEBcXVybi621l586d3Llzh1u3bvHbb7+xdetWPD09OXnyJFWrVqVLly7s37+funXrkpWVRbNmzdi/fz82Njbk5+fz5MkTjI2NOXr0KO3bt6dz585cuHABXV1dvv/+exYtWlSmgOTq6sqKFSvQ09OjSZMmZSLlXgVyuZyQkBBiYmLYtm0bycnJJCUlsXbtWiZMmECHDh2QyWQEBQVJwqhevXoJhzuBQPDOsHXrVv7880+mTJnCp59+irGxMQ8fPiQ4OJhp06ZhbGws7nMCwVtIcXExn3/+OZcuXQJg7NixxMbGSs/HjRuHrq6uyu8RVlZWHD16VCX29HkjMgUCgUAgEAgErx41NbUzxcXFnZ5nWeGYIxAIBAKB4JVTVFRU7qyu8+fPU1BQ8E4JcwQCwZuhPPcQ5dnUr2Lm9IABAxgwYEC577m7u78xdwl9fX0OHDiApqZ/W82hAAAgAElEQVQmvr6+LFq0SCWiAkqiNjQ0NIiNjWXu3Lnk5eVJ61tYWJTr5LJq1Sq8vLwYNGgQw4YN4+TJkwAYGhqyefNmhg8fzsWLFyUnifeZZs2akZiYiLOzMxcvXqRz587PjB5ctmwZ586dIzk5WYqSKC8mSEdHB11dXZYsWcLcuXNf+7G9KJaWlkycOJGioiJ8fHyIjIykXr16VKlShYYNG2Jra8vevXvJzc2lUaNGFBUV0aZNG3R0dMjPz8fAwABtbW2gpOAbFRVF48aNUVNT48svvyQoKIiAgACVAtL06dNxdXWlVatWknNOZVDa+c7X1xdnZ+cKRXfC4U4gELxLuLm54eHhgaOjI3p6ejx9+pSoqCjh5CkQvOWoqalJbpcKlJ2kFCi7eyn+Biov9lQgEAgEAoFA8HYjhDkCgUAgEAj+NeXFXQwePJhTp07Ru3dv0tPT+emnn8o4M6xatYobN26wceNGdu7cyYABA8jPz6datWps3LgRPT29N31oZShtcy8QCASVzd27dxk5ciTZ2dmkpKRgbGxM586dgZKICigbW3H8+PFnbjc5ORlnZ2cAOnXqRFJSEgDt27cHSqKuSsfgvK+4ubnh6emJo6MjOjo6pKWlqbxfXsHSwsICGxsbbGxspOWUY4KUGTBgAEFBQZLrzruAoaEht27domHDhlhaWuLm5sbIkSNJSkqSCj/bt28nISFBxSkoNDSUJ0+eEBMTw5QpU9DU1GTu3LksWrSIuXPn0qJFC7y8vABwcnJS2WeXLl04e/ZspR+bmZmZivNdeYUsZSGghYWFJGgT/N/sfIFA8Haira3N7t27VV4LCgoqs5y4zwkEAoFAIBAIBALBm6PsVHaBQCAQCASCZ9C9e3eOHTtGQkIC9evX5+HDh2RkZGBoaEjfvn3ZuHGj5Mxw+PBhnjx5wsmTJxk2bBjBwcHI5XIiIiLIyMggLi6O0aNHs2LFigr3V1RU9BqPTiAQCN4sYWFhuLm5IZfLsbS0pE2bNly4cAGAc+fOASWOL6VfU0bh5KJM8+bNOXPmDACnT5+mRYsWACrRVW9T1HFloq2tzY4dO4iJicHQ0BA7O7tyC5aHDh2SXARWr17N0aNHmTt3LnK5HCiJGNi7dy/u7u6EhobSsmVLoKRPBw4c+NqP62WpX78+JiYmNG3alMzMTLp3786MGTNwcHCgZ8+ezJw5s9z1qlSpwqZNmwgODuby5cu4ublhbW3N3r17sbW1fc1HIXhRxHjr3eDo0aMsWLCgwveaNWsGlAiqoCS6r1u3bq+tfYKXo7i4GBcXF2xsbMp8j5fHmDFjyrwmJhUIBAKBQCAQCAQCwduHcMwRCAQCgUDwr6ko7iIuLo6qVauyf/9+5s2bR3x8PIMHD2b//v3cvn2bu3fvSu4BYWFhXLp0idq1a9O6dWtq167Nnj17AFiyZAkdO3bE1NQUExMT2rdvz+TJk9/kIQsEAsFrw87ODj8/P3bt2gVA7dq1SUhIkCIqoMRpZPny5VhZWfH06VM++eQTlW0onFwUBVqAwMBABg4cyOrVq+nQoQNdu3blypUrlXYcxcXF9O7dm4cPH3Lo0CE0NDQqbV8KZDKZJJp5Fi4uLjx69IiWLVu+0qJ1REQEixYtIjIy8pVt83Wxfv166bHCRcjExARHR0eV5ZT72N/fX3q8b98+QDV27k3zvjrfJSQkMH78eGrUqIGvry+pqanExcWhrq7OunXr2LRpEx07dpRixa5evcro0aMJCAggIyMDAwMDNm7cyKZNm9i7dy+PHj1izpw5zJ07l4yMDLS1tQkPD0dXV/eZbZHL5cTGxqq4Egkqj9OnT7Nz506++OKL51p+8uTJ0rUpePu5desWNWvW5Ndff1V5vaKo4NIxOAKBQCAQCAQCgUAgeDsRwhyBQCAQCAT/moriLs6cOcPx48e5c+cO+vr6HD16lIyMDKAkK7169ers378fKIn5ePDgAWfOnCErKwt/f38OHz7M/fv3CQgIYNeuXaSmppKQkECNGjUqbMu+ffsoLCzE0tKSuLg4+vXrB8C6desICAio/M4QCASCV4Bywe2jjz4iMTFR5f3SwgiAn3/+GVB1vFHEzYwbN45x48aViaBRCCAVKIsqgoODX+oYlCkuLubjjz/m4sWL3L59+7WIcv4tlSUecXd3x93dvVK2LRAo2LNnD/PmzUMmk5GYmMjJkyeRy+VcvnyZkJAQvvjiC+bPn0+vXr3YsWMHM2fOZM2aNbi6uuLt/f/Yu/uAGu//j+PP7pCQlVpIuZswlJlEqVORVGssZggpMjdfzIZFiMndvszYEops5e6LuRsidYrmntKmSRJf3VCpELo7/f7od651lA3Lzb4+j392nHOdq891ujrX2fm8P6/3UNasWcOOHTuAyuK/bdu2ARAWFkb9+vUJCQlh27ZtjB079lUeJvDkgoQ31cqVK7l58yZ6enq0a9eO33//HU1NTaKjo1W2y87OxsrKiqKiIurXr09YWBiRkZEUFhYC8PPPP3Pnzh0GDRqEtrY2WlpafPbZZ/+ThWxV2++9bjIzMxk+fDilpaV06dKFu3fvEhMTw5gxY7CxsfnLwjnldX7//v3MmzeP999/n7Kysld9WIIgCIIgCIIgCMJjxDcbgiAIgiA8l5raXejq6nLixAmuXr3KtGnTCAoK4sKFC6irqzNq1CisrKw4ceIEmzdvpm/fvty/fx8HBwecnZ05deoU9vb2fPTRRxQUFABgZmb2p0U5CoUCZ2dnXF1dKSgoYNeuXdJjGzZseOGvgSAIAlROqtnb22NjY8OECROQy+V88MEH9O/fHwcHB+7cuUN6ejr29vZ8+OGHWFlZce3aNQDMzc3x9PRk2bJlJCYmYm1tjZWVldRWycvLiwkTJmBra8vcuXOBygKa0aNH069fP86ePYunpycAU6ZMwc7Ojt69e3Pjxg327t1LUlISMpmMI0eOcOrUKWQyGdbW1lJRz4uSlZXF1atXUVdXZ8yYMbi5uWFra8vkyZMBKCoqYtCgQdjZ2TF69Gjgj7Yr6enpeHl5UVJSgpubG/b29nz88ccANR7D/v376datG+PGjROTkcIbY8KECWzfvp0RI0Zw8OBB5HI5MpmM8ePHc/fuXdq1a8fVq1d5+PAhGRkZtGrViuTkZFauXIlMJmPTpk3cvn0bgG7dugFQXl7O9OnTsbW15bvvviMzM/OZxrR06VKsra1xcHDgxo0bQOV73MiRIzE3NychIQEAf39/bG1t+de//iUVB+7fvx9bW1t69eolpbtYWVkxfvx4vvjii9p4yf5nTJ06FSsrK77//nsKCgooKChg+vTpKkVUZWVl3Lp1i+PHj9OiRQvpfkNDQw4cOEDz5s25ePEiISEhjBs3jgMHDlBSUlIr41O2YrK0tKyW+iJU16RJE44cOcLx48e5e/cu8+bNo2/fvoSEhACVhXM///wzFhYWhIWFERsby8cffywV0yktXryY2NhY/P39yc7OfhWHIgiCIAiCIAiCIPyJ12+piCAIgiAI/wg1tbuIj4/HyckJY2NjnJycCAoKYsGCBWzZsgV1dXXatGnDrFmzKCsro06dOrz33nts2bKFnJwcxo8fL63cLi0tBeD69ev8+uuvZGZmMnPmTC5cuMCoUaM4c+YMbm5uZGZm0qdPH8rKykhLS+PIkSPIZDL69+8vTUavXr2a69evs2zZMsrKypg7dy7Ozs707NmTbt26cfz4cZYsWYKzs/PLfxHfEAkJCZw7dw4fH5/nev7UqVNZvnz5MyVuyOVy5HJ5rSaACMKTKCfVNDU18fT05MqVKzx69IgjR46wbds21q1bxyeffEJ2djZHjhzh3LlzLF26lODgYJVkMHd3dyIiImjevDk2NjYMGTIEqGwfGBQUhJubm/R+265dOzZu3Eh6ero0jsWLF1O/fn2ioqJYu3YtgYGBdO7cWWo71K9fP/bu3UvDhg3p27cvw4cPp06dOi/kNZkxYwb3799HV1eXkydPolAo6NevHw8ePEAulzNlyhQePnyItbU1oaGhKkU5X3zxBfXr16dXr15cuXKFfv36SROQc+fOrXYMysnI/Px87O3tn3qMCQkJKBQK3nvvvRfyGgjCi/TWW28RFBQkpW04OTlJLW2Un6NkMhlz587FwcEBqCx4dnR0lBKdSktLiYiIkNJoEhISKCoqIi4ujvXr10vvN08jOzubM2fOEB8fz/Hjx1m8eDFr1qwhOzubU6dOce7cOTZt2sTbb7/N+fPniYuLY9u2bRw8eBCFQsG///1voqOjUSgU9O/fH2dnZ3Jzc5k9ezbGxsa1+dL9zzh58iT5+fnIZDIePHhAXl6e9Fhubi5169ZFU1MTfX196bFOnToB0Lx5cwoKCrh27ZrUCtHCwqJWxvWkVkzP4llSkhQKBb6+vly5coX69etz7949KSmuanvDL7/8kuPHj+Pt7Y2vry+pqalMmDCB4uJi+vbti7+//3OP9+/Iy8tj/PjxFBQUkJ6eXq0g7vHCuaSkJO7evcvAgQNVtlNXV6dBgwY0aNAAAwODlzZ+QRAEQRAEQRAE4emIxBxBEARBEGpVTUk6NTEyMpLi8zU0NHB1dcXW1hZ7e3uWLFkCQKNGjYiPj+eXX36hadOm3Lt3j1u3bmFoaMjAgQOlRIlff/2Vtm3bYmdnx+TJk5k5cyadO3emc+fOvPvuu9Jkj1wu5+uvvwYqvwSfO3cuP//8M2vXrn05L84bysLC4rmLcqCyZUPVopyKigoqKipqY2iCUCvy8vIYNGgQMpmM48ePk5mZSdeuXYHK8z81NRWAzp07o6mpqXJf1WSw/Px8WrZsiZaWFq1atZLSLJT76ty5s5S0o5yoq2rZsmX07t0bf3//GpMuEhMTcXd3x97enuzsbHJycmr5lfjDwoULsbGxQVdXl6ZNm7Jr1y4ePHiAvr4+ISEhNG7cmF27dhEaGlpt8rWiooL79+/TqVMn5s6di5aWFt98880Tj0E5GdmiRYtnmoxMSEjg/PnztXrcwh+ys7MJDAx81cP4n7V27VpsbW1xc3Pj008/xcjICJlMhr29vZQmNXjwYL755hsGDRoEgK+vLz/99BOOjo44ODhUO//NzMxITU3F2dmZ06dPP9N40tPT6dKlCwDvv/++9B7Xtm1b6tWrJxWCXL9+XSoOURaC5ObmkpycTJ8+fXByciIrK4uKigoMDQ1FUU4N6tatS3l5Od27d0dfXx+5XM7kyZNVWrg2adKE4uJiysvLuXPnjnR/1daHFRUVtGrVSmqdePHixVoZ34wZM4iJiUFTU1NKfRk9ejR9+vTB29ubgIAA0tPTpbS3qoXUVVPkUlNTcXJyws7OjoULFz7x5+3ZswdDQ0NiY2P/tBho4MCBxMfHExYWRklJCbNnzyY0NJRNmzYRHR3NiRMnpDE9q7CwMKkA6EkUCkWN/968eTMDBgxALpdjbW0tXeeVaiqcmzhxYrXPwgqFgqKiIm7evPlCr++CILzeqn7+Uha+C4IgCIIgCK8HkZgjCIIgCEKtqilJp+oX1cqWBQCRkZHS7dGjR0vtTJRiY2OZPn06CoWC4cOHs2fPHt5++22uX78uTUorFAo6deqEg4MDe/fuZdeuXXz00UcArF69mtu3b0uTPQC3b9+moqICAwMDDA0NAaTWWcKLIZfLiYqKYt++fZibm5OYmMimTZswMTHho48+Qk1Njc6dO7Nq1SqsrKzo0qUL58+fJyAgADc3N2QyGVFRUSxcuJDr16+TkZFBREQEa9asITo6GnV1dTZs2EDLli3x9vbmxo0bmJqaqrRuEIQXSTmp5uXlxfDhw7Gzs2Px4sVAZSFJmzZtgMoiwvLycpX7qhalNG7cmPT0dJo3b05aWpr0HpWYmEjHjh359ddfmThxYrXnQWVxkFwu59ixYxw5coSIiAhAdRK2a9eu7NixAx0dHUpLS9HS0npBr8gf7t27h729PefOneP9999n69at6OnpYWVlxcmTJ+nUqZM0Ofno0SMqKirIz8/HxMSEOnXqsHHjRvLz84mJiWH9+vU0a9aMevXqkZOTw759+2jevDnnz59n8ODBXL58WZqAnjJlipSIExERgYmJCbt372bJkiVoa2sTEBDAunXryMvLIyYmRnq9hNpjZGTE7NmzX/Uw/mdNnTqVqVOnqtz3+OvdsWNHlfZu2traUlGzUo8ePaTbDRo0kJJGqqrpvse1bNmSxMREAM6ePSu9xz1eCGJqasqlS5eAPwpBmjRpQufOnYmMjERDQ4PS0lLU1NSeOjHlTePq6sqXX37JrFmzaNasGbq6umhqajJnzhxpG01NTQwNDenVqxdFRUVPbA07ZswYPDw82LhxI+rq6rVyXVAW0ShTLU+dOkXdunWJiopi6dKlPHz48InPrZoiN2TIEEJDQ2nRogVDhw7l5s2bNRZqpaSkSAsBqp4zjxeudO3aFQ0NDUxNTbl9+zaXL19mxIgRFBQUkJWV9Uztn6ZPn86oUaOkVM8pU6awePFibt++zYoVK6TXoU+fPshkMiwtLaWkz4MHD3L//n1sbW1p0KABDg4ODB48mAULFkjFbTWpWjjXokULmjdvrvL4zJkzsbW15b333sPIyOipj0V4+Z4lEUoQnpX4/CUIgiAIgvD6EoU5giAIgiC8tpSrX7t27Up5eTnjxo1j5cqVREZGYm5uzgcffMCxY8do3749+fn5pKSkkJeXh0wmo6ysDBsbG+Li4igpKaFHjx5ER0czZcoU1NTUyM/Pp1u3bnTr1k0kJrwkj7ezcHV1RSaTERAQIE2e5OTk4O/vj76+Pk5OTri5uansQ9m+JykpiYyMDORyOcnJySxevBgfHx80NDSIiopi0aJFpKSk4O/vL00QVW2ptWHDBpWV5VWFhYVRVlbGmDFj/vYx1+a+hMpEhrS0NKkty/Pw8vLC39+ftm3b1tq4HBwcGDlyJLt375bu09LSwtnZmUePHrFz507u3buHoaEhAwYMICcnp8ZCkAULFjBs2DDKy8uZOHGiNEEaGxtLUFAQdnZ2T0yPeOutt6QJvqoTe5aWlgwYMIDPP/+c+fPn4+7ujkKhQE9Pj507d9baa/AkDRs2pG3btmzdupXz589jbW1N79690dLS4uDBg/z444+0adOGR48e4erqiqurK2pqalI7r0OHDpGVlYW7uzvTp0/Hx8eHkpISHj58yIcffsjFixdRV1fnypUrdOrUiUOHDgHV23p99dVXBAYGEhcXh7a2ttT65FX+ff7ZxNw/cdJOLpezfPlyysrKKC4u5t///jcrVqwgPDyc/fv3V2sp+XihlKWlJd7e3ty6dQsDAwPCw8NfSvGYUDuMjIxo06YNvXr1ok6dOiqF2lU1bdoUCwsLevfuTceOHdHS0kJdXZ1p06bh6OiImpoaHTt25Pvvv3/JR/DPYWJiQmFh4RMfVyauXL169YnbKBNqFAqFVOTs6upKy5Yta3Oo0niU1yULCwtOnDhRrWBLqWqKnLJwBiqL6DMyMmq8BpqZmXHy5Enc3NxQKBRUVFRQXFzM5cuXVbZLTEzE0tKS69evY2hoiJmZGStXruTzzz8nPz+f7777joqKCgYNGsS1a9fYs2cPxsbGLFiwQKUQfNu2bdSpU4f4+HhiYmJ49OgRffr0ISIigsmTJ7Nv3z7MzMwwNzdn2bJllJaW8ssvv6ClpcUPP/zAO++8w7Zt23j48CEeHh5MnDiRwYMH88EHH0gFRsqFDFUXNPxV4Zy7uzvu7u7P+ut5pbKzswkNDX1iEUFISAjBwcHMnz8fV1fXao/b2Ng8VeHg8/rll1/47LPP0NHRwcPDA1NTU9q1a4eVlRV5eXnMmzcPNzc39PT0qrVF27hxI5s2beL+/fssWrQIJycnvLy8aNCgASkpKRw+fPiFjVt481Q9Vz09PYmOjlYpxK2pdZ+Xlxe6urqcO3eOvn37Mm/ePH7//Xc+/fRToDJlbMqUKdXeA1/EdUIQBEEQBOFNIQpzBEEQBEF4rbVq1QpNTU3S0tKoqKjA3NyckpISqZ1Vx44diY2NRVdXlyZNmnD//n127drFpEmTOHz4MCkpKRgbG3P06FF0dHSYP38+48aN4+bNm2RlZVFQUMCPP/74qg/zjfB4Ows7Ozvi4uIYNmwY/fv3Z8SIEejr62NiYgKg0r5KSZmUlJycjFwuRyaTAZUTfWlpaVLLn27dupGSkqLyXAsLC6ltxp8V5givr/T0dKKjo/9WYc6L0LVrV6kVCFQWKFhYWKi03rh37x7GxsbV0iqqTih17dqVX375pdr+v/jiC5VCIuWEKlSmVCj3uX///mrPXb58ucq/jx49+pRH9fc1aNCA6Ohohg0bxr179/Dw8OD777+nqKiIkSNHkpubS5s2bdiwYQPz5s3j6NGj9O/fn7y8PGbNmoWHhwcKhQJ9fX1++uknKS0tIiICuVwuHUuHDh2ktju9e/cGKtt6HT16lNLSUjp06EBOTg6mpqZoa2sD1ROHXha5XM6KFSuoqKggJSUFIyMjlVQfKysrunbtira2Nn5+fvj4+HDv3j06dOhAUFDQKxnzs3j06BFHjhxh27Zt0qSjQqGQWkoqFAr69++Pk5NTtUKp77//Hnd3d4YOHcqaNWvYsWMHQ4cOfcVHJDwNmUwmXY/9/PxUHlO+x7Vs2ZKwsDCg8j1MU1OTbdu2kZaWBoCLiwsuLi41Pld4ce7fv4+rqyslJSX06dOnWgpLbWjVqhWxsbHAHylJurq6UkJN1etn1fdmZeFM06ZNKS8vVynmqcrd3Z19+/ZJCTReXl7Y2Njg7Oysst1//vMfpk6dyujRo6lTpw6BgYF4e3uTnZ2NhoYGq1atwtPTk6ioKLZs2cLOnTtxcHCoVgju7+/PtGnTuHnzJqdOnWLatGnI5XKaNWtGVlYWhw4donv37hQWFuLi4sK0adOIiIjA1tYWFxcXGjduDFQmWBkaGnLjxg1OnTrFokWLau9F/4f4q2SP7du3c/z4cerVq/cSR/WHAwcOsHTpUmQyGRcuXGD79u3k5ubSvXt3Ll26REJCAnPmzMHT07NautOQIUMYPXo0hYWFDB48GCcnJwCsra357rvvXsnxCP+7qp6r165dIzo6WuVxZeu+qucoVF6/v/32W3r06MG8efPw8/MjODiY9u3bo1AoalwMI9qAC4IgCIIgPD9RmCMIgiAIwmtt27ZtTJ8+natXrxIaGkpqaioffPCBNEHbs2dPAMrKyvjhhx/w9/dHT0+PzZs3Y2NjQ/v27dHX1+fIkSNoaWlJE0cWFhbo6Oigo6MjFWsIL9bjq6PLy8tZsGABUPn7GDFiBHfu3OHmzZvo6elRXl5ebR/KCRszMzOcnJxYvXo1AKWlpZw/f56YmBgALly4AFRO9nzwwQfcuXMHPz8/Tp48iYmJCUlJSchkMlavXs3Vq1dVUhugsnhh165dAPz88888ePCAUaNGkZOTQ+vWrdm4cSPh4eF89913aGhoEBQUhLm5ebUECKWMjAzGjh1LSEgIzZo1q90X9g2ybt064uPjOXHiBO+++y4JCQk0atSIiIgILly4ILU8U07+KtNxYmJiqFu3rvQ7Xb16tcrq0OelbNNWtQDnabyI1J6nFRAQoDKJ/qJULRg6cOCAymM6OjrV0nrmz5/P/PnzVe5bvXo1UVFRyOVy6f2jppSF1NRUioqKKCwspFGjRjW29TIwMODGjRs8evSIevXqoVAo0NLSori4uNaP/a+UlJRw6NAhHjx4oJLqExgYSG5uLrNnz8bY2JjPP/8cPz8/evbsycyZMzlx4oR0zXtdKYsjLSwsWL9+PUZGRuTm5lZrKVlToVRycjLnzp1j7dq1PHr0SBTl/IMpW1Bqatb8ldPs2bM5ceIEGhoabN++vVZ+XtW2qcLTa9SoEceOHXuhP6NHjx4EBwfj6OhIs2bNaN++PY0bN8bExIQ+ffrQtm3bGlsvKQtniouL0dLSYufOnTRo0KDadurq6oSGhqrcN3bsWJV/13R+tG3bloMHD0rXch0dHTp27Ii6ujrNmzcnNTW1xkLwFi1a8PDhQ3JzcykrK+ODDz5gwIABjB8/nitXrnDkyBGGDRuGuro6Ojo6PHjwAH9/f9TV1UlPT8fU1FQaw7Bhw/j888+xtLR8YuHRP9XjKWpbtmxh2LBhlJaWYmBgwPbt2/nvf/+Lv78/4eHh9OzZk27dunH8+HGWLFnC/fv3OX36NP369SM0NJSAgADCw8ORy+XI5XKVz9kvyoQJE1i4cCGhoaFMmjSJpKQkCgsLmTZtGseOHZM+S9SU7nTmzBm+/fZbKioquH37trRP5SIDQahNVc/Vf/3rX9Uer+kcBejUqROA9HksNzeX9u3bA398Nnv8PVAQBEEQBEF4fqIwRxAEQRCE15qhoSFZWVkYGxtjbW0tffF9/fr1aokHWlpaNRZzANW+7FYoFDx48ICCggJyc3Nf2PiFJzt9+jSzZs2itLRUmrBt0qQJAQEBJCQkMHfu3Cc+19zcHCMjI2QyGWpqagwdOhRfX1/WrFmDo6OjyqTHvn37CAwMlM4NX19ffvjhB+RyOQqFAm9vb5XUhmvXrmFoaMiWLVsYO3YsFy9eJDo6GicnJ3x9fVEoFJSXl7Nq1Sri4+PJyMhg0qRJ7N27t1oCxLVr18jMzGTs2LGsX79eFOX8Tb6+vrRu3ZoPP/yQ4OBg4uLiCA8PJzg4mB49elTb/sKFC6SlpREfH6/SKuPx1aG1rabCl6qFKs8iLCwMhUJRSyP739SiRQu8vb1JTU0lKCioxrZe6urq+Pn5YWdnh46ODvPmzcPKygovLy9+/fVXqcjvZXjvvfeA6qk+UHnNU7ZqSU5O5ssvv0RNTY379+9jaWn50sb4vBITE6X/Ojo68ttvv9GkSRM6d+5MZGQkGhoalJaWoqGhUa1QyszMDEdHRyrBhWgAACAASURBVDw8PIDKgkvhf9PSpUtf9RCEF6im69369evR1NRk6dKlUjLihg0bqj23akqSsnDmRav6/w+PF3/WVAgOlSk9ixYtwsrKipYtW5KTk0OvXr1o2bIlI0aMwMbGRmqTqK2tzddff02PHj0ICwtTKQh1dHRk1KhR+Pv7v/DjfBWqpqht2LCB/fv3o62tjb+/P9HR0bzzzjvStnl5ecydO5fS0lImTZrETz/9xHfffUdUVJSU7vGyvfXWWwQFBZGZmYmPjw9aWloUFBQgk8mYO3eulOBYU7qTlZUVsbGxFBcXY21tLe3zn9amUvhnePxc1dfXV3m8pnN0zZo11b4jMTAwICUlhXbt2kmfzWp6DxQEQRAEQRCejyjMEQRBEAThtde0aVM6d+6s8sX3li1bqm1nZGTEnTt3GDRoEOvWrfvTfc6YMQNbW1ssLCx4++23X9TQBaoXKVRtZ/F4mwpNTU1CQkJU7lOucn58Zezs2bOrxd8r96t83pEjRwCk9lmPe1J7G+XqQeXzUlJSmDhxorRNdnY2pqamaGlp0bJlSwoLC5+4r+DgYAIDA19Ie4g31dWrV6Xihvfff5/Y2FisrKykxysqKlBTUyMlJYVevXoBqpNtj68O/TsSExPp37//E1eDa2ho1JjaAxATE0NISAhhYWGEhoYSFhaGnZ0dp06dklanWlpakpmZyffff8/w4cO5e/cuFhYWrFq1ioCAAGxsbOjTpw9eXl4EBAQgl8uJjIyksLAQqEx8ys/Px8PDA21tberUqfPC03JqS03vHcrJ3qqPNWzYkG3btqk8t6a2XgMHDmTgwIEq973opIiaqKur15jqo3xMyczMDE9PT2l1fVlZ2Usf67PS0tLC2dmZR48esXz5cn777TfU1dWZNm0ajo6OqKmp0bFjR77//vtqhVK+vr6MHTuWoKAgKioqWLx4cY0Fd8LrR6FQ4Ovry5UrV6hfvz4Ac+bMISoqik8//RQfHx8WL17MoUOHePToEcHBwXTt2hWZTEbPnj1Vttu7dy/z58+nW7duXLp0iePHj5OamsqECRMoLi6mb9+++Pv7c+bMGcaNG0f79u25e/fuK34FhL/i4+PDtWvXaNSoETt27HjVw1HRqVMn/Pz8SEtLQ0tLS+WxJxWCDx48mGnTprFmzRoAKX2ic+fOhIWF8fHHH0ufUS9cuICvry+FhYWoq6uzfv36aj/f3Nz8JRzpy1c1Re3IkSP4+PiQkZHBrVu3eOedd1QKcwwMDDA0NASo9pm9prS8l6Fz5840bdqUoqIiZs6cyaVLlygoKKBu3bpoampKnzFrSndyc3PD1tYWS0tLqX2ZILwoa9euZdeuXdy/f58hQ4aotAiEms/RmixatIixY8eipqaGnZ0dV69epUOHDtJ7oIuLCyUlJX/agk4QBEEQBEF4MlGYIwiCIAjCa2/Tpk3SbeUX31Uj6b28vKTbkZGR0m1l0UfVbZW3XVxccHd3JyMjA19f39of9HN4nrY4YWFhjBw5Uqy+fIInfZGvvL+m9jY1Pc/MzIyTJ0/SqVMnFAoFBgYGpKenU1paSkZGBrq6uk/cl7+/P7t376ZDhw4qxSPCs1Ouam/dujWHDx8G4OzZs7Rp0wZdXV2ysrKAyhZmXbp0wczMjH379jFp0iTgj3OgNttF/NVq8CZNmtSY2hMbG8vRo0fZtGkTampqhIWFER8fz9mzZzl16pS03cCBA+nZsydff/01Q4YMYcSIEYwZM0Zlm8c9nvgUGRnJmDFjGD58OP369auV466oqMDNzY2kpCRmz57NuHHjnup5NjY21QryarrvaYSFhf0jilVqUlOqz+NmzZpVbTK3VatWL3mkz8bCwkLlGqYspHJxccHFxUVl25oKpZ4nVervSk9Pl1qpCM9nz549GBoaEhISgkKhwMHBgY8//piAgAD69u2Lj48PU6ZMwc/Pj9TUVObNmycVoz2+3dKlS4mLi5NSKaCyEDc0NJQWLVowdOhQbt68yYIFC9i9ezd6enoqKXkvW3p6OmlpaVJyxvPasGED3t7ewPO/J77Oqn6Wf93o6uoSFxencl/V4s+aCsEB+vXrR5MmTard7+Liwv3796V/GxgY8NNPP1Xb7s6dO3h4eDz19fOfqGqKWqtWrSgtLWXz5s3Mnj27WoHNnxXf6Orqkp2dDVCt4OBFMjY2fmJbvvj4eOl2TelOc+fOrZb+WXUBwdNQKBTi//GEpzJ16lSmTp1a7X7ltaSmc/TxBS0A7du3JzY2Fvjj89Hj74E1tcp6GuJ8FgRBEARBAPFpSBAEQRCEN9KOHTuws7Pjww8//Meu+FIoFE/V5ubPvjyTyWSUlZUREBBAVFRUbQ/xmb2siagWLVrg4eFBSkqKlNrg4ODwxPSMsWPHcvDgQezs7BgzZgwaGhpMmjSJ3r17M2zYML766iuVVjlV91WnTh0iIiIICAggOTn5pRzfy5CQkEBoaOhzPTcsLOyZJyegclV5fHw8y5cvR1tbm969e7N582Y+/fRTunTpQmZmJi4uLuTk5ACVRQKmpqZYW1vj4OAgpcjUpqqrwa9evYqPjw92dnbs2LGDzMzMaqk9yomn+fPnM3/+fLS0tMjNzcXExAQNDQ0sLCxU9q9MS3k8JSg1NfWJk1iPJz6lpaVJ41Tu4+/KysqiYcOGLFiwAA0NjVrZ5/P6J01gy2QyFi5ciLq6Ovv37yc6OpqVK1fWmCKmnMyNjo4mKirqtS/Ked2lp6cTHR393M9/3rZyb0Iruqrvc1WT5+rWrSv9+8cff8TW1pYxY8aQmZkpPffx7TQ0NNDR0aF58+ZS0cPly5cZMWIEMpmM5ORkMjIyKCgowMTEhAYNGtCuXbuXebgq/u55pVRTW6en9SacY6+T33//nQ8++IApU6b8rf3o6ekRExPDJ598Uksje/0oU9SCgoLw9PRk7969uLm5kZ6e/kz7ady4MSYmJvTp04dLly7V+jinT5/Or7/+yuHDh6XPS6NGjeL27dvMmTOH7t27S595T506hUwmw9ramo0bNwKV13Y/P78/3e7mzZsMHToUgPLycuzt7QEICQmhd+/e9O7dm/PnzwOVSU2enp4sW7as1o9VEP7ML7/8Qo8ePXBwcCA6OprMzEwGDRpEt27duHnzJunp6eTn5xMfH8/MmTOByiLDAQMGALBgwQJkMhkODg6kp6eTnp6Ovb09gwYNeq7/9xMEQRAEQfhfIxJzBEEQBEF4I33yySev5RfhVdviTJo0ifPnz7Nw4ULpiyyZTMbo0aPR19fH0tKShIQEHB0dGTNmDF26dGHChAmUl5czadIkPD098fLyQldXFxsbG/r27cu8efNqbayv+6q3qqudq6YqAWzevFm63b59e5XUBjs7O+l21fZZj0d+jxo1ilGjRqnc93gCRNV9HTp06JmP4XVmYWFRrYjkRatpVXtVj68Ehcro9qpqWh36d/zVavAnpfaEhYUxfvx4tm7dSpMmTfjvf/+LQqHg4sWLKvtX/o21bt2ac+fO8e6773L27FnGjBlDTk4OWVlZVFRU8Ntvv0nPebxgp1WrViQmJtKxY0cuXLhQK6k5M2bMICYmhh07dhAcHExpaSnOzs4qbbyuXbvGyJEjqVu3Ln379mXWrFncu3ePkSNHkpiYyKZNm7CwsODevXsMHTqUlJQUgoOD6d69O1OmTCEhIQGFQkFERAQmJibs3r2bJUuWoK2trfK3mZGRwdixYwkJCeG7774jNjZWKohr1qzZ3z5W4ek83nrsdaMsoFBXV2f58uWUlZVJLbeU9u/fz7JlyygrK2Pu3Lk4OztL52JCQgK2trYYGxvz0UcfUVRUJJ3rVRNOZDJZtVZ069evx9vbm1u3bmFgYEB4eHi1ljn/ZMpUOTc3txqT5wCCgoK4cOECV69eZezYsdL9j2+nUCh48OABBQUF5ObmSvtfuXIlTZs2pby8HDU1NXR1dbl58yZvvfUWV65cecFH+GTr1q0jPj6eEydO8O6775KQkECjRo2IiIhAV1eX0aNH89///hcTExNMTEwICAggJCRESpD59ttvOXv2LElJSchkMlavXi19jjt+/DhLlizB2dm5xnPTysqKrl27oq2tzYoVK17Za/Cmad++/T+qIPRVejxFTVl4UpUyrazqa6r8fFb1c1pNxWu19Xvo1asX8fHxZGVl0bRpU+7du8etW7cwNDSsluo1d+5c9u7dS8OGDenbty/Dhw8Hqqd/1bRdbm4uDx8+5NSpU9ja2pKbm8vevXv54YcfmDFjhpQEdvPmTX755Rd0dHRq5fgE4WmtW7eOu3fvoqOjQ05ODmfOnMHe3p7CwkLWrVuHt7c3hw8f5scff8TV1RV1dXW2bt2KTCYjKSmJCxcuAJXt6Ly8vAgLC+P27dtERUW98kJ+QRAEQRCE14EozBEEQRAEQXiNVG2Lk5KSUuM2Vb/c2rJlCw8fPmTjxo3cuXMHbW1tDAwM+PTTT7G0tATg8OHDJCcn8+6777JlyxYePXrEe++9x65du1T2Gx4ezpIlSzAxMWHDhg08fPiw2kRiREQEQUFBGBgYEBgYyI4dO4iLi8Pc3Jx79+6JlXB/09SpU1m+fDnHjh3DxMSE1q1bS8UJtZV08izkcjkrV66koqKCvLw8xo8fz4YNG6hXrx5ffPEFR48eZfz48Xh7e3PgwAH8/f3p0aMHH374IRMmTODy5ctoa2sTHh6Ojo4OgwcPpri4mLfeeqvWWiq9asrV4I8ePWLTpk0MHDiQs2fPoquryzvvvKOS2lO3bl3p787ExIRVq1bh6enJjh07GDVqFL169aJnz541Ttj7+voybNgw1q9fT5cuXbCysqJZs2YMHDiQvXv38tZbbz1xjGPGjMHDw4MffviBunXr1spxKyfa+vTpQ1lZGZqamtXaeF2/fh1fX1+8vLykgqTs7GxOnTrFuXPnpMKc//73v8THx1NYWMi4cePYv38/ixcvpn79+kRFRbF27Vq++uorAgMDiYuLQ1tbG4VCwbVr18jMzGTs2LGsX7+eZs2aER8fz7Fjx1BXV6/WCkN4sykLKA4cOEB6ejoODg6YmpoSEhLCkSNHsLa2Ji8vj19//ZUlS5YwdOhQ2rVrxzfffMPw4cNxcHBAJpMxefJkmjRpwv79+//yHFO2olu9ejXu7u4MHTqUNWvWsGPHDik54X+Bu7s7+/btw9bWlgYNGtS4jaWlJba2ttja2v7pvmbMmIGtrS0WFha8/fbbQGWBpbe3N8XFxWhpabFz507mzJmDu7s77dq1w8TEpNaP6Wn5+vrSunVrPvzwQ4KDg4mLiyM8PJzg4GBkMhl169YlKiqKpUuX8vDhQ2kiPi4ujvz8fLy9vdm9ezc//PCDVISQl5fH3LlzKS0tZdKkSTg5OfHvf/+b6OhoFAoF/fv3x9nZmdzcXGbPno2xsfErO35B+F9gbW3N9OnTUSgUDB8+nD179vD2229z/fp1OnXqhJaWllQonZiYiLu7OwC5ublSSuPTbOfs7MyhQ4eIjo7G19eXtLQ0EhMTGTp0KNeuXaNDhw5AZTGiKMoRXgVdXV3atWtHo0aNMDMzQ11dnV27drFu3TqVlotqamro6OjQpUsXLl26xOXLl0lOTpZSpxo2bMjvv/9OSUkJ5ubmoihHEARBEATh/4nCHEEQBEF4g8nlcmnVeHFxMVu2bGHYsGEqiQcaGhpPtdr3VRQN/C+q2hYnODgYa2troDL1QrmqvOqXW3fu3GHDhg04OjrSvXt3CgoKOHbsGP379+err75CQ0OD+vXrA5WtZwIDA6lXrx4RERGUlJRIP7eiooJ33nlHSvE4efIkZ86cqTaRCHDjxg1Onz5NVlYW58+fJy4ujm3bttWYViI8nYSEBM6cOcPKlSuByr9NGxsbqTCnrKzslf2NVVRUsGfPHhYtWsTp06c5evQovr6+0orI5s2bM2jQIHx9fXn48CGLFy9m3759mJiYsGbNGg4ePEhwcDBt2rTB0tKS2bNn4+vr+0qOpbbVlBBS02rwP0vtUSYpjRkzhk8//ZRTp05Jq8KrrhRv3LgxBw4cUNmPiYkJ586dU7mvajpU1VSZ2kgH+jNFRUX4+vqSkZHBrVu3eOedd6TV48OHD8fT05P+/fvTtm1b6tWrJ7XZAmjbti0NGjSgQYMGUruxZcuWcfToUUpLS+nQoQM5OTmYmpqira0N/JEkFBwcTGBgIM2bNwcqJ/VHjRqFvr4+gYGBr+XEVnFxMYMHD6akpITGjRvj7OzMjRs3pDQX5e/f29ubJk2acOXKFebMmUNwcDAPHjwgMjLytTyu152ygKJTp05MmjSJbdu2kZqaSq9evejTpw+rVq2iRYsWODg4UFFRQdOmTQkPD8fDwwNdXV3U1dWxt7fniy++YPny5QwfPpxu3boxbdo0ioqKCA0NlSaslJSt6JKTkzl37hxr167l0aNH2Nra8uDBA3x8fF7FS1Hr1NXVn9jaUPnes379+ic+VvW2i4sL7u7uZGRkSNeKtm3bVvuM0aNHjxrfb1+Vx9sNxsbGYmpqSpcuXYDKz3UnTpyQJuKVbWxqYmBggKGhIYCUHJScnEyfPn2AygLtiooKDA0N8ff3x9/fn7Zt277gI3yzpKen4+/vL6W5CM/udU9Rq8rQ0JCsrCyMjY2xtrZmwIABjB8/nuvXr1dL9eratSs7duxAR0eH0tJSqZj6abYbNGgQs2bNIisri3v37jFp0iQePnyIr68v0dHRbNy4kSlTpvDbb7/Ru3dvKTHQysqKLl26cP78eQICAnBzc3tpr43wZpk8eTLLly/n1q1bLF26lMaNG6OpqUnbtm25c+eOyrYGBgZSalWdOnUwMzMDQFOzcrpJX1+fO3fuvNYJu4IgCIIgCC+bKMwRBEEQhDdc1YSWDRs2VEs8aNSo0VOv9hX+vqptcZycnEhNTQUgKSlJmtyp+uWWqakp27dvJywsjLp162JoaEhFRQX5+fkoFApatGhBRUUFH374IQUFBcybNw89PT2ys7PJycnh/PnzTJw4kYsXLzJ58mTc3d25fPkyV65coV27dpw8eZKJEydSVlaGpaUlxsbGFBYWIpPJGDNmDJ06dQIqJ5xEYc5fq2lCftOmTejr6+Pi4oJMJuPw4cOEhYWxa9cu+vbty4kTJ8jLyyMmJoZGjRoxceJEOnXqxMqVK2nRogUeHh4vdMzK33GzZs149OgRoaGhNGvWDHNzc2JiYgDw9PTk888/JzIyEqichN66dSuRkZGUlZXRs2dP1NTUpMIz5WT180hPTyctLQ0HB4fn3oeXl9drN5G5evVqdu/eTUlJiVT0+E8SGRlJu3btVNp4aWlpsWLFCkpKSrC2tqZ///7V2mwBpKamUlRURGFhIY0aNSIvLw+5XM6xY8c4cuQIERERGBgYcOPGDR49ekS9evWkdjn+/v7s3r2bDh06YGVlhYODA66urixatIj9+/czZMiQV/J6/Jndu3fTq1cvvvzyS8aPH8+9e/fIyMhALpeTnJzM4sWL8fPzIz8/n6ioKLZu3cqmTZs4fPgwixYtIjIyko8++uhVH8Y/mpaWFhoaGiQmJlJSUoJcLmfIkCHUqVOH8PBwDh48SHh4OF5eXty4cYOCggLMzc2pqKiguLiYzz77DHV1dZycnBg+fDj169fH09OTpKQklZ+jvF6bmZnh6OgovV9XncwVVO3YsYM1a9ZQVFTEqlWrXvVwnsjLy4uAgAC0tLQoLy+ndevWHD58GICzZ8/Spk0bWrVqRWxsLIDUprBVq1Z0795dKnYuLS0FVCf1H3+fbNKkCZ07dyYyMhINDQ1KS0tRU1MTk52CUIuaNm1K586dadmyJTk5OfTq1YstW7ZU227+/Pm4u7ujUCjQ09Or1ur2z7YzNTWVPsMeOHCAFStWcO3aNdasWcONGzdYsmQJixcv5ty5c8ybN4+1a9cSGBhITk4O/v7+6Ovr4+TkJApzhBdm586d/Prrr+Tn51NSUkJBQQHl5eVcvXq1Wjpn48aN2b17NwEBAURERGBubk7z5s0pLy9HU1OTSZMmYWRk9IqORBAEQRAE4fUkCnMEQRAE4Q1XNaHlyJEj+Pj4qCQe5OXlPddqX+H5VG2Ls3PnTjw9PXFxcUFfX7/G7d3c3IiJieGjjz4iLS2NmJgYrK2tcXV1JTs7m+LiYgoKCvDw8ODYsWO4urpiZ2fH4cOHad68OaWlpfj5+REWFkZQUBDLli3jxx9/5O7du9SpU4emTZuyZMkSnJycpFSl48ePI5fLycrKYuvWrcAfE05CdXK5nG+++QaFQkFKSgrDhg3j999/JzY2lvT0dO7evYu/v79U5PL+++/TqFEjLC0tWb58OWFhYZSVlTFmzBiOHz/O1q1bWbhwIQcPHmTPnj0vfPxVJwhNTEzw8fEhICBApYVLQEAAX331FYsWLWLfvn2YmZkxcuRIPv/8c6By4nHXrl0kJibi4uLChQsXsLKyeq7xpKenEx0d/bcKc15Hn332GZ999tmrHsZz69GjB4GBgSptvPbu3ct3333HgwcP8PT0fOJzW7Rogbe3N6mpqQQFBfHWW2/RoEEDHBwcVAoS/fz8sLOzQ0dHh3nz5gGVK3QjIiIYNGgQ33zzDVOnTuXBgwcA/Oc//3nxB/4crl27pnJdLSwsRC6XS8kCTZs2BaBjx46oq6vTrFkzlQK5/Pz8VzLufzplAQVUnk/Ka22XLl1o0aIFW7duZe/evYwcOZKzZ88ycuRIpkyZQq9evWjevDl5eXnk5uYSEhLC3LlzUSgUaGpqUr9+fXr27EmrVq3w8fHhxo0bWFtbc+nSJW7cuMGZM2dQKBT89NNPLFu2jIyMDGbNmkVmZiYLFy7E3Nwcc3NzEhMTpfZu/v7+b2ybyE8++YRPPvnkVQ/jqXXq1Ak/Pz/S0tKoU6cOnTt3pkWLFmzevJnGjRsTHByMo6MjzZo1o3379hgYGNC/f3+MjIx49OgRBgYGrFmzhuTkZPT09Pj3v/8NgI2NjZRE4ODgwIwZM9DX16dRo0YUFxfz1VdfqYyjpvajb0rx1y+//MJnn32Gjo4Onp6eJCQkkJCQQKNGjYiIiJAWEfxZAtmCBQuqpZZlZmYyaNAgrl27xp49ezA2Nmby5Mkq+w4PD8fU1JR27dphZWVFXl4e8+bNw83NTWopK/wzVC2KzsjIAGpO9bK0tOTo0aMqz33a7QBOnDgBIF0D7t27x3fffceqVauYM2cOAQEBqKmp4e/vL7W20tfXl1r2iZZAwotUp04doPIzk6enJwcPHmTAgAHk5OSwfft2WrZsSbt27aTtr1+/jqamJhEREUBla2w/Pz8UCgVRUVGMHz9eJI8JgiAIgiBUIQpzBEEQBOENVzWhpVWrVpSWlqokHjzLal/h76kp8r2mFJqqX27VqVOHoqIi1qxZw5AhQ9DS0qJhw4ZERkYSERFBmzZtaNmyJV27duXQoUOMHDmSkydPUlRUJD3f2NgYgLS0NFxcXKhbty7GxsZMmzaN7du3s2jRImkFZ1VNmzbFwsKC3r1707FjxzdmAuh57du3j379+lFYWEjHjh2RyWTS6veqX7JnZGQwbty4GgtPrK2tCQgIID09naZNm1KvXr1aH6dcLmflypVUVFSQlpZGmzZtcHR0JDc3l759++Lv78+DBw/48ssvcXJywsvLi/T0dORyOeXl5axfv54xY8YwefJk6RimTp3KgAEDGDRoEP369au24vJZrFu3jvj4eE6cOMG7776rMkF24cIFoqKiWLhwoTSRrUzHiYmJoW7duuzatQuoTKg5d+4cffv2Zd68eaSmpjJhwgSKi4ul45w1axaxsbFS8UezZs3+9uv7MlVNF8rOziY0NJTZs2c/9/6qFom1bNmS8PBw5HI5UVFRGBsb19hW5vHEGuVEc8uWLaXfkfI6VNX+/fur3Tdw4EAGDhwo/dvOzk66rWwJpkxtep21atWKpKQkXFxcuHjxIu3atcPJyYnVq1cDldfUjIyMP03QEJ6dsoDi5MmT6OnpSefM6dOn8fPzw97eHj09PeRyOWPHjuXixYts2rSJZs2aMWzYMLS1tQkPD+eXX37BxsaGPXv2EBgYSHR0NG5ubtSrV4+JEydy+vRpIiMjOX78OF9//TUrVqzAw8ODAwcO4OfnxwcffEBJSQmZmZkAZGdnc+rUKc6dO8emTZt4++23RZvIv6nqdSwvL4/x48ezYcMG6tWrx+7duxk5ciQZGRk0b96cH3/8kfHjxzNt2jQ6dOjAqlWraNq0KTKZDB8fH+7du0eHDh0ICgri2rVrDB06FCMjI+7fvw+Arq4ucXFx0s9VXoOU1q9fj6amJkuXLpUm1vX09PD29mbRokUoFApsbW1JS0sDwNnZWTrHlPuUyWS4uLhgYWFBYGAgVlZW9O7dG7lcLrX7CgkJqdZ+dOjQobX2mlZUVODm5kZOTg7z5s3D1dX1L38HcrlcpaXii3LgwAGWLl2KTCbjzJkzxMfHExcXR3h4OMHBwQwZMuRPE8jeeeedP00t27JlCzt37qRXr14UFRWp7NvJyYnt27eTm5tL9+7duXTpEgkJCdja2uLv769yLiht2LChWts74c3z1ltvERQURGZmJj4+Pujr69eYGAiVrYtv3ryJnp6eVGD6T/SsLeJkMhlRUVFSayThxZs6dSpTp04FKn9fSUlJ1X5fys/yz1KQJgiCIAiCIFQSubeCIAiC8IZTJrQEBQXh6enJ3r17cXNzIz09HahMQXj06BGOjo5cvHgRLS0tDAwMcHV1xdbWFnt7e5YsWfJqD+INNnXqVOLi4jh//jxDhgzB2NiYffv2cfLkSdq0aQPA0qVLSUxMxNLSEplMxsyZM7G1tQWgc+fOaGpqEhAQwMcff0xUVBTZ2dmcPXuWjz/+mI8//lhqa9a9e3e8vLykNAeoTEo5eOaCjQAAIABJREFUduwYDg4OtG7d+pW8Bv8EyrSL1q1bk5SUxHvvvcfFixdp1aqVVCSl1K5dO3R0dKQv3qumPKipqWFpacn06dNfaKJARUUFe/bsYejQoZiamnL06FF69OghFaasWLGCcePGcevWLakNDMC0adMYO3YsampqrF69mujoaKKjo3F3d6du3brs27ePyMhItm7dipeX13ONzdfXlxEjRrBkyRJpguyTTz4hODi4xu0vXLhAWloa8fHxHD16FF1dXaDyy/7jx49z4MABAGbPnk1oaCixsbH89ttv3Lx5k/j4eI4dO0ZMTIzKef9PoUwXAjAyMvpbRTlC7RkwYADx8fH069eP7OxsmjRpgpGRETKZDHt7ezZu3Piqh/g/SVlAMW/ePD788EPpfuUkUkxMjNSSZP369Rw/fpxFixYxYsQItm7dyu7du6lXrx4pKSnSe3rz5s0pKCiQ9pWeni6lIb3//vukpqaira2NoaEhN27c4NSpU/Ts2VNlXG3btqVevXrSvq5fv67SJlJ4PsrrmIuLC6dPn+bo0aM0b96cFStW0LFjR+Li4nj33XfZuXMngwYNkorNDx06hIuLC0uWLMHPz4+YmBgaNmzIiRMn+Prrr1m+fDk7duwgKyur2s9ct24dP/74I2pqauzfv5+UlBR0dHTo3bs3ISEhGBsbk5iYyGeffcauXbsIDw9HXV0dNTU1GjVqRKNGjaqlYTxeiNe1a1c0NDQwNTXl9u3b0v3JycmsXLkSmUzGpk2bVB6rDVlZWTRs2JDTp0//ZVHOyzZhwgS2b9/OiBEjOHjwIO+99x7wx98g/HkCWXJyslQANX78eO7evavyHOXf5tWrV6vtu0uXLiQlJXH69GmmTZvGsWPHpDStJ1Em8ghvtrVr12Jra4ubm5u0MKNqYuDPP/8sbdukSRMCAgKwtbVl5syZr2jEL1d6ejrJyckA/Otf/wIqW4HeuXMHqPx/0KioqFc2PkEQBEEQBEF4HqLkXBAEQRDecBYWFiqrOWtKPKhpte/o0aMZPXr0Sxun8PyeNqlk1qxZ+Pr6UlhYiLq6OuvXr+fLL79k1KhRLFy4kF69erFo0SJatGiBh4cHgYGBbNy4kRMnTqChocH27dtf2DHUtAr9WbzqFZfKtIv33nuP2NhYpkyZgrm5OYWFhTRo0EBlW3V1dWQyGbNmzeLUqVMMHz4cLy8vfv31V1avXs3w4cORyWRs2bLlhY236qSVgYGBdNvc3FxqueXp6cnnn3/+yhJKHp8gi42NVWmPVVFRgZqaGikpKfTq1QtQTR1RHqO2tjYAly9fZsSIEQAUFBSQkZHBjBkzGDVqFPr6+gQGBqKjo/NSju1pVG2RdufOHSIjIxk7dqxKCkTVdKHQ0FBplfLu3btZsmQJ2traBAQEYGlpWa0Fym+//caUKVMoLi7G3d2dWbNmAXD48GH+85//UK9evWqtokJCQqRWEN9++630+xFUKZObNDU1GT9+PK1bt2b48OHVCqeUK5Srpqk9b0Gb8Iea0un+zOOt+Y4cOSIlCYJq4UTLli2lBKizZ89KBbLDhg3j888/x9LSUuV9CKqnIZmamnLp0iVAtIn8O550HSsrK1O5dpw7d46ZM2eydOlSxo0bR8OGDdHR0SE5OZkvv/wSNTU17t+/j6WlJWlpaXTt2hVNTU2pAKsqX19fWrdujYeHh5SiIpPJWLFiBX5+flhZWeHh4cGsWbO4du0aq1evZvDgwSgUCqkYRFmIW1FRQXFxMZcvX1b5GcpC6+vXr2NoaCjdb2ZmhqOjIx4eHkDtp1nOmDGDmJgYNDU1CQ4Opk+fPnh7e6Onp6fS6snb25sbN25gampKixYtanUMT/J48oiykLbq3+CfJZCZmZn9ZWpZRUUFrVu35vDhwyr71tDQQF1dnYKCAmQyGXPnzlVJPHz8unj27FmSkpKQyWR8++23zJ49m6KiIgwMDF7o52jh9VM1maSqmhIDNTU1CQkJ4V//+hfu7u4vY3i15vFWc0pTpkwhISEBhUJBREQERkZGfPTRR9Lfw7JlywCYM2cOJ0+eJDQ0lGPHjtGpUyf09PSeeRzKa/Xj12DhyZTpmIIgCIIgCELtEYU5giAIgiD8JR8fH65du0ajRo2kFcXC6+dJX54pk0qqUk7uKqOoAQwMDPjpp5+qPf/xwovNmzdLt5cuXfqX41J+6Som6SvTbyZPnkxMTAzHjh2jY8eOxMTEEB8fD1QWW9jY2GBtba0y8Xvs2DHptpqaGkOGDHmhRUZP00InICCAr776ikWLFlU7v14kZYJQTRNkurq6UopBUlISXbp0wczMjH379jFp0iSVY3j8i3kzMzNWrlxJ06ZNKS8vR01NjeLiYlxdXVm0aBH79++v1pbpdbBv3z4CAwPZuXMnHTt2ZMuWLSxcuJCdO3dKk8QLFy6UUtAUCgWBgYHExcWhra2NQqHg+++/r9YCZcCAAcjlctTU1LC3t+ezzz4DKlNHtm/fztKlS9m1axdGRkYA5ObmsnfvXuLi4sjPz8fb25vdu3e/qpfltefq6sr9+/dp27ZttQQV4fXi7u5erTXfkxgZGWFvb0+vXr2oU6eONCHv6OjIqFGj8Pf3/8ufJ9pE1o4nXcfeeecdzp07h6urK2fPnqVt27ZoamrSsmVLvv76awYMGABUXhM8PT3p1q0bAGVlZURFRUmFMUlJSU/82V26dGHOnDkUFhaqpKhoaWmRn5/PmDFjGDt2LGlpafTv35+5c+fi5ORERUUFCxYsACo/p9nY2ODs7Kyy7//85z9MnTqV0aNHU6dOHel+X19fxo4dS1BQEBUVFSxevJgePXr8/Rfy/ykLo/v06UNZWRlAtVZPPXv2RENDg6ioKBYtWkRJSQnvv/8+vr6+UsutPzN16lSWL19eLTXor6xdu5Zdu3Zx//59Zs6cSVxcHL1796Zhw4Zs3vx/7N19XM33/8fxR5cUoYjIFDJXNZlEIid0IeSiMGKqEcJ+NrY0aZmQDZsZxsoyVwtZrjWpU2SYkJivlUpTLsJCo8vT749u57OOQgy5eN//cc7nfM7nSueczznv1+f13KTS1aoqnTp1krqWqampMWrUKBwdHSvNZ21tzbp161SWDeVdjPLy8qhVqxaamppSMXBeXl6Vn4s//fQTcrmctLQ0GjVqxO7du0VEoVAty5Ytq+lNeGIVo+YyMjKkTo4LFy5EV1eXmJgYVq9ejZeXFwqFgnv37nHjxg1pvhEjRhAfH8/q1avJysri/PnzuLu7A/Dzzz8TEhKCqakpoaGh5ObmVoogDAoK4tKlS2RnZ7Nx40apUFMQBEEQBEEQaoIozBEEQRCEN1h1rxpXDiwJgpJCoUBdvXqpqKdPn1a5Qv1plxsZGUnTpk2ZMmUKp0+fJiwsDDc3t0pdQ3R1dfHx8SE1NRVdXV327dsHlF9xGRMTw6RJk/jggw+qv7P/0YPdLpycnMjPz8fBwUF6bVWcp2Kx1IMOHTrEp59+WuOvyRMnTpCTk8OiRYsoLS3lhx9+YMKECS9k3ebm5vj7+5Oenk6jRo1UBsjq1atHTk4OLi4uNGzYECjvCmZiYoKtra3UqaQq8+fPx9vbm8LCQrS0tIiMjMTNzY179+4BVOoO8zKoGKeTmZmJlZUV8G8XiCZNmlR6Tm5uLiYmJlKnIHV1dc6fP09SUhKrV6+moKCAUaNGkZGRwYwZM7h37x4XLlyQYlE6d+4MlB/X33//XSrMSU9PJzk5GXt7++e+36+Dmuo0JTw5ZTRfRcqOBcoi1+joaOk15e/vj7+/f6XlmJub06lTJ6Dq93xTU1PCw8OB8sJHTU1NIiIiSE9Pf9a79EbT19fn3Llz2NnZ0bRpUykWxt3dnREjRkjFnVV1EZw5cyajR4+mSZMmVb6/KgtHH9VFpUGDBmRlZfH999+TkpJCdHQ0WlpaODk5qSxrwoQJVX6ufvnllyqFucq/GeCFdzaoGPWUlpYmdRQC6NKlC7/99ht169bF29u7Wsv75ptvnmo7Huw88mARbYMGDR7bgWz27NnV6lq2YsWKSuufO3eudLtioXV6ejrnzp176OeimZkZFhYWeHh40KVLFz7++ONq7K3wppHL5RgYGDBo0CBycnJISkrC09MTXV1dzp49i0wmkwr6Xka+vr4EBwcTFhYmRVJB+XvZwYMHKS4upn379piZmVFUVISenh4uLi7S68bc3Bx1dXV0dXVxdnYmICAAMzMzgoKC6NixI6GhoTg6OpKXlydFENrY2ODn58dvv/0GlMcEi5hQQRAEQRAE4WUgCnMEQRAEQRCEh1IoFCpFLvfv38fa2pqcnBx++OGHasXfrFmzhps3bxIXF8e6desYO3asStzO4cOHWbp0KWVlZfj6+tK/f/8qt8XCwoKvv/6aKVOmEBERwahRoygqKgL+7Royfvx42rVrR+PGjQkNDUWhUEjPHzFiBEFBQbRq1arKwpz/GpdVXf9lQL5Xr17Sj8zPy8MGrYKCgoDyq+UB1q9fD/DCB5Lq169PQkLCQx9XFmJVNH/+fJX7FQcy5XI5UD5A9uBzX/biiYpdIHR0dCp1gVAOEldkaGhIVlYWBQUF1K5dG4VCUWUEyscff4yfnx8ymYyePXtKV/MrY3qSk5OliBCAli1b0rVrV6mr2rOOURFePVevXiUsLKzSYPfrJjs7m3nz5lU5YA9w69Yt3NzcmDhxYrWXOXv27BcSE/m6etznmIODQ6XnuLi4kJ+fL91/WBfBY8eOPXS9ysLRkSNHPrSLyhdffMHo0aMpLS1lypQpr3RHJOVn0OnTp9m8eTONGzfmzz//ZMuWLRw7dgx1dXXMzMwIDAwkIyOD9PR0dHV1SU1NJT09nYEDB3Ly5EnU1dVxd3fnjz/+kM7DLl++TGZmptQJ4+LFi4wePRojIyPy8/MJCwvD1NS0Zg/AY7Rs2RJdXd1Kn4vK41ZYWMhHH32Euro6jo6OeHh4VFnwJQhFRUXs37+fnj17StNsbW1ZuXIlAwcOlL5XvYwejJpr2LAhN2/eRC6Xc+jQIQ4cOMDGjRspLCwkPDycBQsWsHjxYtq3bw88OnqqYmTh7du3q4wgBKTOZ4IgCIIgCIJQ06p3mbMgCIIgCILwRtqxYweNGzcmPj6ePXv2ADB06FA2bNhAaGgorq6uxMbGIpPJ2LZtG23btkUul3P06FEOHDjA/fv38fHx4ZNPPmHjxo388ssvdOjQgYSEBDp27EhkZCRQ/oPzrl27HlqUA+WRXHXq1CErK4tjx45J8S8Vu4YUFBRw+fJlaQCsYvcdc3NztLS0aNOmzXM5Vk8qLy/vod1boLxgRBl7UvEK04o8PT1JS0t7LtsnvFoqdoFISUnBzc0Nc3NzEhMTVboHqKur4+/vT+/evenTpw+HDh3Cx8eHX375hb59+9KnTx9OnjzJgAEDmDp1KiNGjFCJS7l58yaOjo4cPnyYYcOGSdMNDQ0ZMGAAdnZ22NvbExIS8kL3X3j5GBkZvfZFOVD+2XP48GGpG86DDAwMiIuL47333qv2MhctWkRCQgJxcXEiduMVoiwcjYiIYO7cuVLsTGJiIoMGDQLKu44dOXKEY8eOMW7cuCdavlwuf64xlv9VQkICurq6nDx5klGjRtGuXTup2OnmzZt069aNuLg4WrduTVZWFtnZ2ezatYtr166hp6fHnTt3pGV17NiRmJgYsrKyyMvLY/HixSxbtozt27dLHdxeRhXP3fT19av8XNTW1qZdu3ZcuHCB3r17Y2Njg66uLp9++mlNbrrwEquq66iyO5WFhQUZGRkvepOqbfXq1djZ2TFw4ECpYFJfX5+6devSp08f6fvlpUuXGDFiBKdOnaJbt258++23lZb1YMH5g3G7bdu2ZenSpcjlck6cOMHgwYMBqt3lVRAEQRAEQRCet5f3G70gCIIgCIJQ4/78889KRS7Kqw6fJP5G6eLFi9KPyxXjdqoTcwXlAzUffvghf/31FyNHjmTw4MGoqakhk8mkq+LT09OZNm0a27dvJzQ0lJ9++ok//vgDV1dXFi5cyKlTp4DygbJPP/0UbW1tJk2aJF2lfOfOHcaMGUNISAgdOnT4bwfwEZSFORWLGx7mwRiVF+n06dMkJSVV2WUoMzOT9PR0KaJDeHGq6gjxYOzJg92FlLEcQ4cOZejQoSrzVhWB4uzsrHLf09NTpfvEg9vh5eWFl5fXk+6K8JqQy+UsWbKEkpISCgsLWbx4MUuXLmXDhg3s3r2bL7/8kpKSEgIDA3F2diYqKoqQkBB0dHQICgrC2tq6Uhe23bt3s3DhQurWrcvMmTNxcXGp6d0UhDeSqalppc8J5X1LS0up41qXLl0wMjJi+fLlBAUFSV2HmjZtikKhYPTo0Vy7dg0zMzMUCgWDBw9GT08PfX19CgsLpWU/2AkjIyODd955Bw0NDemxZ+1ZntM8+NlYkTJa9Z133uHQoUPSupUdnYTXX15eHrGxsdJ3gGnTplV5ri+XywkLC8PExKTSY8nJyXTo0IGzZ88yZcqU577NT+vBqDml3bt3V5o2YsQItm/fzqVLlxg5ciQNGzaUihHlcjnbtm3D19eX4cOHV7muqiIIBUEQBEEQBOFlIgpzBEEQBEEQhIdq27YtR48eZeDAgVIslLJAp7rxN1paWtJgS6tWrSrF7VRc5uM0bNiQ7du3s3HjRnbt2lXlPPb29rRs2ZJ9+/bRs2dPfHx80NTUZNeuXSpXms+aNYsdO3bQqFEjFAoFCQkJ3L17l7Fjx7Jw4cLnUpRz5MgRPvroI+rUqcP//vc/SktLkclkTJ48mRs3bjBlyhROnz5NWFiYdFwBevbsyeHDhxk3bhyZmZmoq6tz8OBBoLxoJykpCQcHBz7//PNnvs2WlpZYWlpW+VhmZiaxsbHVGsRSKBTiilVBeM0VFBRw4MABIiIi+PXXX4Hy1/7ixYuJjY1FoVDQv39/HB0dmT9/PgkJCejo6KBQKFixYgWurq6MGjWKVatWsW3bNvbs2cOWLVswNTWV4tQEAZ68iCIzM5OAgIAqixCF/07ZuaJp06ZcvHgRQOU1q6enx8iRI7G2tqZu3boUFhbi5OTE2LFj8ff3Z/369YwYMaLS8pTLadmyJSkpKVhZWXHu3Lnnsg/VPad53PlMSkoKgwYN4tatW0RHRzNhwgSVCNeKAgMDiYuLk7qfCG+GB4vzn6YAPz4+npUrV9K7d2+aN2/+rDexRjysiOfw4cMAuLu74+7uXunxihG1D0YQioI3QRAEQRAE4WUifhkXBEEQBEEQHsrV1ZUrV65ILcgrqm78Tffu3dmwYQPTpk1j6NChleJ2qkMmk/HBBx+wbds2mjVrhpubG2pqanTr1o3g4GDKysrw9PTE0tKSLl26EBYWxueff46vry9Q/qOssijHwsJCWm6jRo2AfwuDtm7diqWlJR07dvxvB+4h9u7dy6JFi4iNjSUxMREHBwfkcjmurq5SK/eIiAhGjRpV6bnFxcVcvnyZ+Ph4YmNjpW2WyWQcPnyYvXv3PvV2yeVyhgwZwuDBg+nZsycbN26kb9++DBgwgLi4OAICAsjOzsbJyYnS0lL8/f2JiopizZo1rF+/nr59+6rEN4SHhxMeHk5mZib29va4u7sTHh7OsWPHkMlk2Nra8uOPPz719gqC8HJSDi5bWloSExMDwI0bNzh//jz9+vXD0dGRK1eukJubi4mJCTo6OkD5e/D58+f55ptvkMlkrFu3juvXrxMQEEBwcLCI7RMqURZRCC8XS0tLbt++jZ2dHZs2bVKZ7uzsTPPmzTEwMODSpUscPXoUBwcHzpw5w+jRo1U65jxo5syZ/N///R9Dhw5FX18fLS2tZ77tynMaDQ2Nx57PyGQy/P396dq1K2FhYZWWtWvXLlxcXIiMjKwywhXgypUrHD9+nEOHDtG9e/dnvj/Cy+XIkSN069aNPn360KNHDw4cOIBMJiM3N5eePXsC5d08bW1tsbe3JyIiAgATExM+/fRTXF1dWbNmjbS8mTNncujQIYKDg2tkfwRBEARBEARBeHKiY44gCIIgCILwUOrq6lUOOADo6OhUK/4GkFr1A9IPzUoV2/0/yp07d9DW1sbExISoqCjq16/PlStXeOutt0hNTZXmS05OxsXFheTkZMaOHcuFCxeqvLJZTU2Nmzdv0rBhQ6kbkJeXF5cvXyYqKoohQ4Y8dpuelK+vL8HBwYSFhTFt2jRpuo6ODo0bNyYrK4tjx46xYMEC4uPjVZ6rpaXFuHHjGDNmDCYmJsybNw/4N+5BOcD9tMrKytixYwcLFizg+PHjHDx4EB8fHyn6y9jYGHd3d3x8fLh//z4LFy6kQYMGtGrViuDgYORyeZXLvX79OjExMWhoaODk5MTOnTvR09PDwcEBDw8PqYBLEF42FTtsKGMmoqKisLOzw8DAoKY376WUnJws/du3b1/OnTtHo0aNsLCwIDo6Gg0NDYqLi9HQ0CArK4uCggJq166NQqGosgtbSUkJoaGhHDlyhKVLl7Jq1aqa3L1XwpvSGWbNmjUkJiby22+/0bFjR06fPk29evXYuHEj9evX58MPP1SZplRcXMy4ceOYOHEivXv3rsE9eH1UPI/z9vbG29u7yvnGjx+vcv/o0aNVzlexw4WyE0ZJSQlHjx6ltLQUW1tbKX70WfLx8aFVq1b069dPKiysqOL5zE8//cSIESMICgrCwcFBJe5TeV5mbGxMZmYmVlZWgGqEK8ClS5d45513gPIIMGWXMeH1pCzOl8lkZGRkMGfOnErv0zXRzVMQBEEQBEEQhBdHdMwRBEEQBEEQXgn16tVj7NixHDhwgA0bNjB06FCmTp2Kj48PRkZG0nznz5+nb9++3Lt3Dxsbm4cub+HChQwaNAh7e3u2bt0KlBfrrF69mg0bNlQqjHkW9PX1WblyJYsWLcLPz4/S0lLpsdGjRzNjxgysra1VIhyUSktLGTVqFBs2bCA3N5fff/9d2uZnQTmQ1KxZM5XbnTp1kuYZM2YMW7duVSkqUnowdkKpU6dOaGhoAOWD9a6urtjb23P16lVyc3OfybYLwvOmjJmIiori1q1bNbw1Ly8tLS2cnZ1ZuXIljo6OQHmB58cff0zfvn2xt7dn+vTpqKur4+/vT+/evenTpw+HDh2qsgtbUFAQvXv3Ztq0aYwcObKG9+7VlJmZyZgxY57rOqpTXPus+fj4MHbsWEJCQvjnn39ISEjgvffe4/vvv+f333+vNA3Ki3I8PT3x8fERRTmvmPT0dOzs7LC2tub9999XiSZ91qpzPgPl5021atWqVPxd8fk6OjokJSUBcOLECVq3bi09ZmJiQkpKCoBUBC28vnx9fdmyZQtjx4595Plvdbp5hoeHS3HAgiAIgiAIgiC8OkTHHEEQBEEQhNdIeHg4V69epbS0lNmzZz/VMtauXfvQq51rUsUrsrdt2wb8251BqeJV1kqenp4q9w8fPgyAra0tR44cqbSOist/1lavXs327dvJz8/Hz8+PtWvX4u7uzpo1a+jbty/jxo2T4hMedPfuXVxdXSktLaVevXoqkVzPQsWBpIcNSgUFBTFv3jwWLFjArl270NLSkoqLlB2MAFJSUqSrwCsOWHXu3Jlt27ZRp04diouLn0sUhSA8qKioiOHDh1NYWIi+vj5OTk6kpaURHBwsdWPw8PDA2dmZ4uJiDA0N2bJli/R8mUxGSUkJmzZtYv/+/Zw/fx53d3f27t0rdU9wc3Nj1apVaGtrExsby7BhwwCkTjtvCktLS5VYDWU3ABcXF1xcXFTmHTp0KEOHDlWZ9mD3gG7duj2nLX29HDlyhI8++og6deowZswYcnJycHd3JyMjg++++w6gUgeZDRs2YGJiwttvv0337t25efMmn3/+OQMHDiQqKor4+Hi0tbXZuHEjzZo1q+E9fLiLFy/y7rvvAuUdSeLj4zExMak0DSAhIQEnJ6caKSQS/pu3336bhISE57oO5TlNdc5noHqF0fr6+sTExGBnZ0fTpk3x8/MjMTERgKZNm9KlSxd69eqlUgQtvJ6Uxfk5OTl4eHioXFSgVBPdPIUXT3nu+eB31AfJZDJiYmKeayGiIAiCIAiC8GKJMztBEARBEIRXXMViHGNjY4yMjCr90KdQKKqMc1KqWIxT3cKcxy1TqGz69OlMnz5dul+xA0RpaSnm5ubS4EzFQiRlMdGDg1LKH3aBh0ZJPStdunShXbt2LFq0iNLSUn744Qeys7OJi4tj5MiRbN68mZycHFxcXGjYsGGVy/Dw8MDe3p46deqgrq7O6NGjVeIfnqeHxbtU/Hvv2bOndKyF10dUVBTW1tbMnj0bHx8flceU72Oamprs3r0bHR0dAgICiI2NpU2bNirztmjRAmdnZwICAjAzM6OwsJC4uDisra0pLi6mcePGZGZmsn37dqkw500qyhFqzoMRKSEhIeTn53P//n2+/fZbUlNTuXnzJgYGBri7u/P9999z+vRpQkJCMDAwoHPnzsyZM4cDBw4wcuRIvvrqKwoKCpg7dy5//fUX9+7dw9fXl8LCQhwcHAgICOD3339n4sSJtGvXjjt37rzwfVYWUbRq1UqKAFJ2JKlqGkDfvn1p0aIFy5cvr7Lzm/BmMzc3x9/fn7S0NPLz8x95PvMwFc/dlOfiEyZMeOg8FQsZH0cul/PNN99QVlbGzZs3mTx5MmvXrqV27dpERUXx/vvvk52djbGxMevXr2fy5Ml8/PHHtG/fnm+//ZamTZsik8n44IMPuHv3Lu3bt2flypVPtH/C03tUcb6SsptnrVq1mDRpEk2aNJG6eb733nvo6+uLbl+vAeV3jUcV5igUCk6fPk1JSYkozBEEQRAEQXiNqFW8AramWVlZlZ04caKmN0MQBEEQBOGVEhoayooVK2jSpInUDSImJoaffvqJHj160LlzZ3R0dPD396/0Y/zVq1fLcTtBAAAgAElEQVTx8vLiyJEj+Pr60rJlSz755BM6d+7M8uXLSU5O5rvvvkNDQ4OVK1diYWGhsszWrVuzfv16dHR0WLJkiXSFuvBkbt26hZubGxMnTuS9996r6c2p0rO4ajM8PJySkhLGjx//DLeseh5WmFOxGEcU5ryefHx8OH36NA0bNiQ9PR17e3v27dtH165dqVevHg0bNkQul5ORkUGzZs0oKiqif//+HDhwgMLCQpo0aQKApqYmLVq0IDAwkPHjx7N27Vr8/PykKJLJkydz7do1wsLCaN++PVu3bmXo0KEcPnyYmJgYqRtWcHAw/fr1QyaTYWNjQ0xMDJMmTXphRWrC6ycnJ4fg4GDu3r3LtGnT8Pb2ljrlREVFERUVxcyZM9HX1+fcuXP88ccf6Ovrk5ubS0FBASYmJhgZGREREUFAQADffvstxsbGnDt3jpMnTzJx4kQWL17MW2+9xahRo/jqq6+YPHkyK1aswMDAABMTE27evPlC9/n27dsMGjSIpk2b0qhRI86cOYOenh6bNm2iQYMGTJkyRWVaXl6e9Bng6+uLnZ3dS/t5KwhVkcvlfP311+zYsYMFCxZw7do1li1bho+PD61bt6aoqIg5c+YQHBxMmzZtaNCgAcePH2fOnDm4uLiwdetWAgMDcXd3x8bGBj8/P4YMGfLI2FdBEJ6Nit0b8/LyaN++PVlZWSqdGv/66y+8vLxo2LAhzs7OzJw5k6tXr7J9+3aOHTvGsmXL6NSpE506dSI5OZl169ZhaWlJaGgo69atA2DZsmWYmpoybNgw1NTUsLCwYPHixQwbNox//vmnUldIQRAEQRAE4b9TU1NLKisrs6rOvKLkWhAEQRAE4RVU8ce9u3fv0qpVK3R0dNDV1WXevHloaGgwc+ZMrl27RlpaGiUlJTg4OLBq1SpatmwpFddoaGjQs2dPjhw5wpEjRxg9ejRGRkYUFBQwceJE7ty5w6lTp7C2tsbV1RU3Nzdu3LjB7Nmzad68OY6OjsTFxaGjo8PzLvi+evUqYWFhTx3R9TIzMDAgLi7uuS1foVDg4+NDamoqurq6zJgxo8oiAVtbW6Kjo5k4cSLx8fGkpKTw5Zdf4uTkBMCsWbM4fPgw3t7e+Pj44OnpSUBAAIcPHyY6Oprbt28DsGfPHpKTk/m///s/CgsLcXV15bPPPmPNmjXcvHmTuLg4JkyYQExMDMHBwSxatIidO3dSq1YtwsPDadGiRZU/PD/Kg1Eu6enpKlFFMpmM7OxsBg8ezLVr19i8eTMHDhwgJSUFmUym0tkkLS2tUncI4dVlZGTErVu3OH78OA4ODly+fJk7d+4QERHBJ598QlRUFIGBgfzxxx/Ex8djb2/Pli1biIqKYs6cOZw5c0aKnKgY39aqVSsOHTpE27Zt2blzJ3p6emRlZZGVlVWpACwoKEjq4OHs7Ey/fv0AGDFiBEFBQTg4OIjCHOGpVYxI+eCDD2jbti1btmwhNTUVU1NT2rZty8mTJ3n//feJjIxER0cHKysroqOjqV27NmVlZRw4cACA48ePExQURE5ODqmpqURHR3PhwgXGjh0LQF5eHtnZ2eTl5dGiRQugPGboRatfv/4jo41WrFihcr9BgwbS61J0CRFeVebm5gA0a9YMQ0ND6XZJSYlKfFtSUhJ+fn4sWrSIiRMnoqenR506dTh//jyzZs1CTU2N/Px8rK2ta2xfBOFNsm3bNv78809MTEzIzc2lXbt20vnkuXPnOHDgAHXr1uX48eM4OztLXWkjIiLYtGkT7dq1A8q/Dx87doykpCTWrVtH8+bN2blzJwkJCfz99994e3szdepUZDIZQUFBlJWVcfHiRRo1asTu3buf+/d1QRAEQRAE4dFE9oAgCIIgCMIrSBnNsn//foqLi6XBsS5dunD37l3Mzc1ZunQphYWFfPHFF8TFxXH37l18fX2xsrJCU1OTgIAAGjVqRHBwMBYWFsTHx9OhQwdycnI4dOgQy5Yt4+bNm2hpaXH37l2aNGnC0qVLady4Mc2bNwdg7ty5TJ48GR8fH65fv/5c99nIyOi1LMp5HuRyuUoxyQ8//MDRo0eJj49nz549UpHAr7/+SmBgoDSfu7s7iYmJzJo1iyVLlrBv3z5WrFghRS4MHTqUxMREwsPDKSoqUlln48aN2bt3L8bGxpw5c4a2bdsil8s5evQoBw4c4P79+/j4+PDJJ5+wceNG6XlXr14lNjaWxMREvvjiCxYuXChNX7NmDStXrpSuAn0UZZRLbGwsLVu2rHKeq1evEhkZybJly1i0aBE+Pj5YWFggl8uxsLCQ5ps9ezZhYWHEx8dz7tw5Ll++/PiDLry0evbsCYCTkxPa2tqkp6ejo6PDoEGDyM3NRU1NDXt7e6Kjo/nf//5HZmYmampq1KlTB11dXWnwU01NDUdHR3x9fcnOzgagTp06GBgYUL9+/UdG+6mpqVGvXj3q1auHhoaGNN3c3JxatWqJWEDhP1m9ejV2dnYMHDgQmUyGtrY2K1euZOLEicTFxWFoaIiOjg4ffvghKSkpjB8/nqSkJDp37ixdrZ+RkYGBgQF5eXksX76cTz75hH/++YfevXvTtm1bNm/ejFwuJykpia5du1K/fn0uX77MP//8Q2pqKiEhIdLrQhCE50NNTa3K223atCEpKQn4N75NU1MTU1NTvvrqK4YMGQJA27ZtWbp0KXK5nBMnTjB48OAXuwP/UVlZGQMGDMDa2po9e/aQmZnJmDFjgH8/6wXhZbR79266du3K/v37pWI6ZVTZjRs3OHjwIFDenXHLli1SzO7s2bMxMTFh2bJlAJiZmVG7dm2MjY3Jy8sjPT2d5ORk7O3tGTZsGHl5efTu3RuFQsHo0aPZsGEDZmZmWFhY4OHhwddff11jx0AQBEEQBEEQHXMEQRAEQRBeSenp6XTu3BmATp068ddff1G7dm1OnTpFvXr10NXVBaCgoEDlyljlIN3WrVupXbs2hw4d4ujRo0B5V5Xc3Fxq1aqFlpYW7777Lvn5+RQXF1OvXj0aN24MoDKAbGlpSXh4OJs2bSI8PBw/P7/HbnthYSHDhw+nqKiIBg0a4OzsTFZWFrGxsairq7N27VoAvL29MTAwICMjgx07dlBSUiLFUCgjhzIzMwkKCmLNmjWiRfcjZGRk0KhRI6D8/09ZJABUKhLQ0tKiXbt2UnzP33//Lc2j7LJkYmJSqRBLeRW38ofijIwMZsyYwb1797hw4cJDC7cyMzN55513gPKrvOfOnQtU/uH5cXx9fQkODiYsLEwlKqusrEwavLKwsEBTUxNLS0vS0tIeuqyqukMoi9GEV4+2tjatW7cmOjoaX19fdHR0qF27ttQ9w9bWlnr16iGXy3F2dmbjxo3Y2tpiaGhISEgIMpmMtLQ0hgwZQo8ePejbty+2trYA6OnpSYVrCoVCpaNORQqFgjt37gCoPF5xYFUQntb06dOZPn26dP+bb77Bzs6O/Px8JkyYQEpKCitWrEAulyOXy+nbty/bt28nNjYWPT09PDw8yM7OpmHDhlKBmq2tLbNmzcLIyIj58+fj7e1NYWEhWlpaREZGMmfOHFxdXXn77bdp0aIFs2bNqsEjIFQkl8uljnSPs3btWmkAWHh1KWPq7OzsaNq0qXQ+7u7uzogRI7hy5QoAn332GT4+Pty+fRt1dXV++OGHhxYzv4yuXLmCnp4ee/bsAcrPIQXhVaH8Dq2mpsY///xDWloaBgYGlJWV8ffffwPlr+WK3820tbXJzMzk/v376OjoqJw3lpWV0bJlS7p27cq2bdsAKC4uprS0lC+++AIo/64+YsQIPvroI9TV1XF0dMTDw0P6nicIgiAIgiC8WOKyPEEQBEEQhFdQy5YtSU5Olu6npaURGxtLXl6eyg92Ojo60pWxZ8+e5ciRI5w9exY7Ozv++usvPv30U7766itSUlIICAjA0NCQsrIyhg4dilwup3Xr1vTq1Yu0tDTmzZtXaTsmTZqEnZ0dy5YtY9CgQdXa9qioKHr06MH+/fvR19fn7t27ZGdnI5fLWbFihdQx5e+//2bLli18/PHHREZGPnKZWVlZNGrUiLi4OCIiIqq1HTUpLy+P7du3P/TxBzvePI3k5GT69+9Pnz59MDQ05MaNGwDs3LmTM2fOYG1tTWRkJKWlpdjY2JCamoqVlRX79+9HTU2NNWvW0L17dzIyMlSWWVpayqVLl6RCLaUHfyhetWoVfn5+xMfHY2ZmRllZWZVFC6amptLfsvIq76qW9zjKKJdFixYREhIiDUKlpKRI85w9e5bS0lKSk5OrXI9SVd0hhFeblpYWzs7OxMbGSkVkSoGBgTg6OuLg4MDnn38OgJ+fH3Z2dsydO1eKsfLx8WHQoEEEBQVhaGjIypUr0dXVZdu2bVIcmjI2y93dnVu3bj1yHYLwvEyfPp2EhAROnjyJn5+fVISmjLYA8PDwoKioiIKCAk6cOEFOTg5//vkn169f5/LlyyQmJnLgwAHs7OyYPn06P//8M25ubkybNo2cnBz69+9PUlISb7/9Nt9//z2enp6kpaURHh7OqFGjcHFxwcXFhbKyMm7evIm9vT0uLi4MHjwYuVxecwdHUKEshhZefjKZTCq28vT0lIqQlXGIERERJCQkEBERQWJiIkOGDGH16tVYWlqyc+dO+vbti6enJ1u2bKFJkyYUFRXx2WefUVJSwoQJEzh//jwA3377LVu3biU3NxdXV1fs7e3x9fUFyiPiunfvjr29PSdPnnzhx+DTTz8lLi4OTU1NQkNDX/j6BeFpubi4cOzYMZycnMjJyaGgoIAbN26gp6dH06ZNpfke/F6yadMm7ty5g4eHByUlJZWWa2hoyIABA7Czs8Pe3p6QkBCOHz9Oz5496datG/369ePSpUv07t0bGxsbDA0NK32HEwRBEARBEF4c0TFHEARBEAThFTRkyBDc3d1xcnJCX1+f6dOnExMTI3WTUQ7CnT59utKVsTo6OowbNw4vLy969OhBdHQ0o0eP5sKFC6SmprJ06VJWrVrFnDlz+PHHH+ncuTM9e/aUOvQcPnxY2o7qRAw9KCMjQ+qQYmlpye3bt5HL5VLXCeWPkx06dEBdXR1jY+OHdjdRFmxUbNHdpUsXPv744yferhdJWZgzbNiw57aOgoICDhw4QEREBBcvXqSgoAA7OzvOnTvH5s2bmTt3Lt7e3mzZsoVp06ZhamrKpk2bmD59OmVlZYSFhZGYmEiXLl2kZW7dupXp06fj5eWFtrb2I9c/YMAApk6dSocOHaR5u3fvjqenJ2fPnsXNzQ0ojyizt7enR48eaGtrP9XfFJRHuWzfvp38/Hz8/PwIDw/HxcWFhg0bSvM0btyYIUOGkJubK8VpvfXWW7i5uTF//nxpvqq6Q9StW/eptkt4OVhaWj60e4STkxNOTk4q01xdXXF1dVWZpiw0qEg5WFlRdHS0dFv5flnVOioWJ7wJhQplZWUMHDiQu3fvEhcXp3JFeHh4OCUlJfTr10/qjCY8X8r4P21tbXx9fbl48SJff/01WVlZDBw4kMLCQjp16kRCQgKOjo5YWlrSvHlzrKysiIiIwNTUlL179xISEkJAQACnTp0iOTmZ0NBQ8vPzqVu3Lvfv3+fMmTPs37+fiRMn8t5779G/f/+a3vVnIjMzk/T0dFq1avXS/s0uWrSInTt3UqtWLcLDw6lbty7Dhg1DTU0NCwsL+vXrR0pKCjKZjNmzZ+Pg4FDTm/xaeJKORQ8THh4OlBfjPO3fV1lZGTt27GDBggUcP36cgwcP4uPjw9KlS+nQoQObN28mODiYyMhI3N3d2bZtG3PmzGH//v1s3bqVwMBA/P39sbGxwc/Pj99++40dO3YQFxeHjo5OtYqmnzXlMe3Xr1+VRQqC8LIaPnw4ERERFBUVYWVlhbm5OdeuXQPKu9/27NmT5s2bSx0Zofzc1crKipCQEFasWAH8e15pamoqvU94eXnh5eWlsr6K39cBDh069Lx2TRAEQRAEQXgCojBHEARBEAThFVSrVi127dqlMs3T0xNQ/SHO0NCQX375pdLzKw4cQ/nVeErt2rVj3LhxKo8/+OPef9GyZUtSUlJwcXHhzJkzvP322zg6OrJ8+XKgvAV3dnb2IzumFBQUAP92QyksLHzpW3QfOXKEjz76iDp16vC///2P0tJSZDIZkydP5saNG0yZMoXTp08TFhYmFa0AhIaGSsUqy5Yt4913363W+pSFVJaWlvzwww90796dpUuXYmFhwZdffomOjg7GxsY4OjpiaGhIYmIiUF40FBkZyYcffoimpibHjx/HycmpysIB5Q/CZmZm0jRlNwYAZ2fnSs+p+MOwshjL398ff39/lfmq+uH5UR6Mchk5cmSlearah4p/+8p1mpmZsW/fvseu83mpWMCwb98+HB0dadasGVu3bq3W80U0ifAyejCCRHg0ZWRjVaKiorCzs8PAwOCpl6+M/zt06BC+vr4cPnyYvn37smjRItzd3bl58yZXr17l999/R09Pj379+tGrVy8WLlyIubk5bdq0YcuWLdSvX5/U1FRu3bpFhw4dAOjRowcrV66kefPmUrShsquepaXlU2/zyyQzM5PY2FhatWr1yPkUCoVKBOiLovy/S0xM5PDhwyxcuBA3Nzepa5Iy5tHCwuKNKAx8Eym7wzVr1gxDQ0PpdklJiXQuaWVlRVJSEn5+fixatIiJEyeip6dHnTp1OH/+vEocrrW1NXPnzmXy5Mloa2szb968l+5cWxBeVlV9d6+qO2rFIjzle7NMJpO+MwmCIAiCIAivNhFlJQiCIAiCILxQQ4YMITExEScnJ65evUqjRo0wMjJCJpNhb2/Pjz/++NhlDBgwgJ49exIfHw/wSrToVnYniI2NJTExEQcHB+RyOa6urtJAdUREBKNGjZKec+PGDXbu3ElCQgI7duzgiy++qPb6lPFQycnJ9O3bF4BGjRphYWHBwYMHkcvlJCcno6amVqkIqlGjRly6dInS0lJOnTr1LHZfeALKAoaEhASSk5Pp1atXtYtyQESTPKhi/IfweOHh4axduxaFQlHl4yEhIfj7+5Odnf1Ey1VGkIwfP56YmBigvKA0MzPzv27yK+9hx/phoqKiVKLSnoYy/m/dunUsXLiQI0eOkJubi4mJCWpqanTs2JGLFy9y8eJF6tatS+vWrbG2tubevXtoaGhw9+5d9u/fT58+faSCSy0tLQCMjY0B0NTUpKysTCrIBThz5sx/2u6XxZo1a1i/fj0ffPABOTk5uLu706VLFy5fvkxmZib29va4u7sTHh7OsWPHkMlk2NraSuc4VU17ljIzM6XuhFZWVqSlpdG7d28UCgWjR49+KTv8vE5SUlIYNGgQtra2ZGVlYW9vT8+ePaUua3K5nMGDB0vz5OfnU1RUxODBg3F2dq5UQA+we/du7OzspDjYx6l4blfxdps2bUhKSgL+jRDV1NTE1NSUr776iiFDhgDlsZ7KONwTJ04wePBgLC0tCQ8PRyaTVatoWhAEQRAEQRAEQfiX6JgjCIIgCIIgvFC1atVi+/btaGpqMnnyZFq1aoWHhwezZ89WmU85aFTxKkHltLlz5zJ37lyV+V/2Ft3K7gRhYWFMmzZNmq6jo0Pjxo3Jysri2LFjLFiwQCo4Sk9PJzk5GXt7+yden5aWFs7OzhQUFLBkyRLOnTuHuro6H3/8MX379kVNTY0OHTpIrdEr0tTUlKLOevfu/fQ7LVRLWVkZvr6+XLhwAR0dHaB8sGz8+PH873//46+//kJTU5P/+7//44MPPuDu3bu0b9+elStXcvXqVby8vLh//z42NjbSALhMJmP58uVYWFhUaxuUA2zKzlvKaffu3cPIyEgldi0vL4/Y2Fhp2rRp01i+fDkymYyYmBg0NTWrnCa8GsLDwykrK+P999+vstPHrFmznmq58+bNIy4ujn379tGyZUvMzMyk9+358+fj5+f32GXIZLLXpruHXC5n6dKllJWV4ePjw1dffUVJSQmBgYEq3cZ+/PFH1q1bR35+PgsWLKBdu3bs37+f8+fP4+7ujqenZ6X3hepQxv/duXOHKVOmcOzYMT7//HNpAL99+/ZoamoSEhLCjRs3WLZsGbt378bMzIwmTZpw7949FAoFI0eOZNGiRTRo0EBadsUiAIDx48fj5ubGjz/+iLq6ulTA8yrz8fGhVatWjB8/nqFDhxITE8PmzZuJjIxk8ODBXL9+nZiYGDQ0NHBycmLnzp3o6enh4OCAh4cHgYGBlaY9LiLySZiamkoFusrii9LSUqnA19LSkrFjx1b6vxKenV27djF//nxOnTrFgQMH0NTUZMyYMaSmplaa5+DBgxQWFmJtbc3s2bPx8fFRWZZCoWDx4sXExsaiUCjo379/lV0Jq0NfX59z585hZ2dH06ZNpfded3d3RowYwZUrVwD47LPPKsXhBgUFkZGRQWFh4XMpKHtWqjqnEQRBEARBEARBqGni11FBEARBEAThhRswYAD5+fmYmZlhY2NT05vzQii7E+Tk5ODh4YGRkZH02OjRo5kxYwbW1tYqg2QtW7aka9eubNu2DSiP+aqOqlqeK4uaXFxccHFxUXmsYlyKctB70qRJTJo0qdr7Jzy93bt306JFC1atWsW+ffs4ffo0+vr6hIaGIpfLiYmJITg4mBkzZuDp6UmDBg2Ijo5m9+7dLFiwgKCgIBwdHaXIlJ9++umZFS/cu3eP7du3VyrMqThNGUNXUVXThBdLoVAwYcIE9u7dS2FhIa1btyY/P5+//vqLt956i+XLlxMcHEx6ejrFxcXUqlULDw8PkpKSuH//Pubm5vTq1YtDhw6RnZ1N06ZN+e6779i0aRN37tyhW7du/PLLL2RlZVFSUkKXLl2YMGECISEh1K1bl5kzZ6q811y/fh0tLS28vLzo1q0bUDmm8E1TVFTE3r176dOnz0MH3EeOHImXlxe3b99m+PDh/Prrrzg7OxMQEICZmRkzZszA398fGxsb/Pz8+O2336r1uaqM//vmm2/Yvn07+fn5jBw5kpSUFIKCgpDL5QwYMICgoCCmTJnCoEGD0NPTIzIykgYNGvD555/TsmVLhg0bxpIlS1iwYAFmZmaYmZkxYsQIoLw4RCaToVAoiI2NRV1dnQEDBmBqavq8DmmN6NChA+rq6hgbG5OWlgZAp06d0NDQAMo717m6ugLlnfByc3OrnKbsNPQsGBkZ0bp1a3r06IG2tjbr1q3j+PHjfPbZZxQXF9OvXz8ArK2tGTJkCDNmzKBXr17PbP1vkvDw8EqFjMoYKWNjY/Ly8nB3dycvL4/MzExycnKqnOfKlStSDGmXLl1U1nHjxg3Onz8v/b9dv35diiOrSsXzwIrFKcq4UQcHh0rPcXFxIT8/X7pfVRyuMlq1ppiamlbq9qS8/6jY3ZqKlBMEQRAEQRAEQahIFOYIgiAIgiAIL1xVLfpfd8ruBPn5+fj5+bF27Vrc3d1Zs2YNffv2Zdy4cQQEBKg8x9DQkAEDBmBnZ4eGhgZ9+vRhzpw5L2ybq+p2EhISwtixY59qADEoKKjKoqE33fnz5/n555+Jjo6mpKSEpk2bUqtWrSrni4mJIS8vD0NDQ6ytralfvz49evQAeOJBp6KiIoYPH05hYSH6+vo4OTkRGBjIypUrKSsrw9bWFoVCgVwup0GDBlhYWFCvXj1SUlK4du0aly5dYvv27bRv356OHTuSkpLCnTt3MDAwoGfPniqDZCtWrGD9+vXo6OiwZMkS3n333f920ITH2rFjB3l5eXh5eREcHCy9jxw4cAA3NzcCAwPR1tbG0NCQlStXMmPGDA4dOkSXLl0oKyvj4MGDFBUVAeVFgUOHDmXx4sU0a9ZMWoeenh7Dhw/n3r173Lx5k7CwMLZs2YKpqWmlopuFCxdy9epV5s6di5eXFwEBAdy+fVtlnszMTA4ePEjv3r1xcHAgICCA33//nYkTJ9KuXTvu3Lnz/A/cC/Tuu+8+dMBdKTo6mmXLllFWVsb169crLeP8+fPMmjULNTU18vPzsba2fqJtUBboPKjie3VVndUqdq1LTEyUbleMt1EWCObn5zNgwACKioro16/fMy1AqSmampps3ryZX3/9lTZt2kjTlf93Fd+PO3fuzLZt26hTpw7FxcVoaWlVOe1Zqfh/5+/vL003MTGpVLywZMmSZ7beN1V4eDhjxoxR+T+vWDBz48YNhgwZgqenJx4eHtLfyIMxoi1btiQ5ORkXFxdOnTpF9+7dpceVUaTR0dFoaGhQXFz8ynU7yszMJD09nT59+nD16lXCwsIqdcv8L6o6p7G3t6dhw4Z07tyZlJQUfv75Z0pKSnB0dCQ2NvaZrVsQBEEQBEEQBKE6RGGOIAiCIAiCILwADw5+jhw5UrpdWlqKubk5nTp1AlQH1by8vPDy8nqh26rchgcH1v9LUY5QNblcTmRkJKWlpZSUlDB58mS+++47srKyKC4uZt68eaSmpnLx4kXatGmDQqEgLy+P+vXr06lTJzIyMjh69ChXr17lu+++Q0NDg3v37gFgY2NDly5dOHz4MCEhIZViL6KiolRiM+7evcuRI0f46KOPGDZsGMOGDWPkyJFcuHCB1NRUzp8/z+LFi1mxYgXvvfce77//PoaGhrRp04b4+Hjatm3Lli1bquy0tGPHDuLi4tDR0Xnju6S8KH/++Sd6enr06NEDdXV11NTU0NLSonnz5iqROXXq1OHdd9+tMm4sOjqaOXPmcPnyZYqKijAxMVEpzGnevDnm5uZkZ2dTXFxMnz59CA4OpqSkhNmzZ6sULMycOZPk5GSmTp3Kt99+y5UrVypF9yxevBgbGxu2b9/OqFGjuHz5Ml988QVRUVEYGBhgYmLyHI5UzVFXV3/sgPvChQuJj4+nsLAQW1tboDyqsLS0FIC2bdsyZswYqcNGSUnJi9+Rx6hXr95LHzf5pOmb3hwAACAASURBVBo1asTdu3exsrJ6bIHE3LlzcXV1RaFQYGBgwNatWytNi4yMfEFbLkB5BxUfHx9SU1PR1dVlxowZUnF0cHAw/fr1UykwVcboyWQybGxsiImJYdKkSVhYWHD69Gn69u3L+PHjGTt2bKV1qaurs2TJEqKioh65TUOGDMHd3R0nJyf09fUrLaM6UaQvs8zMTGJjY+nTpw9GRkbPtCgHKp/TACqRcoMGDZLOc5SFkIIgCIIgCIIgCC+SKMwRBEEQBEEQhBp069Yt3NzcmDhx4jNdbnUGnWQyGba2tkRHRzNx4kTi4+NJSUnhyy+/lJYza9YsDh8+jLe3N7NmzcLT05OAgAAOHz5MdHS01PFiz549FBQU4O3tzbVr1zA0NGTDhg3cvXsXNzc3dHR00NbWFt1yqmBkZESLFi3Ys2cPs2bN4pNPPmH58uUsXboUExMTbGxsqF27Nk2aNCEpKQk1NTXU1NS4cuUKHTt25Msvv+To0aNMnjyZyZMnY2tri5ubG1euXCEwMJDi4mKmTp1aqTAnPT1dJTbj9u3bJCcnc+3aNQ4cOEDdunUpKCjg2rVrUqFWTk4OI0aMIDU1lZycHEpLS8nMzMTOzo7s7GyuXLlS5T7OnTuXyZMno62tzbx582jSpMlzP65vurZt23LixAmOHj2Ki4sLCoWCkpISqchGQ0MDDQ0N6e9JSUtLC4VCQWlpKQsXLqR27dqcP3+ePn36VNmVqeJzmzRpQmhoKEeOHGHp0qWsWrVKeqx58+bY2trSsGFD5syZQ79+/QgICMDU1JQmTZowfvx4vvvuOxo0aIBMJiMvL4/s7Gzy8vJo0aIFAG+//fZzPGI143ED7gMHDsTOzg5ra2saNGgAgJOTE76+vgwfPpzPPvsMHx8fbt++jbq6Oj/88AMtW7asqd15YwQHB6Ompoauri65ubnY2dlhaWnJt99+S1BQkBQf5OnpSVBQEGPHjmXfvn3k5+dz5swZrK2tOXjwYM3uxBtsx44dNG7cmNDQUBQKBXZ2dvz6668AODs7P7JwY8SIEQQFBeHg4EBCQgKWlpYq3QWripH66KOPKi2nqqipXbt2VZrvUVGkLwu5XM7XX3+NQqHg1q1bREdHM2HCBLKzszE2Nmb9+vWsWbOGxMREfvvtN8LCwggICGDDhg1ERUUREhKCjo4OQUFBWFtbVzqXrE5HqQfPaUA1Um7YsGHs2LGD2NjYSh0qXyQRqyUIgiAIgiAIby7xTUAQBEEQBEEQapCBgQFxcXG89957z2yZCoUCR0dHfv31V3R1dfnoo48YOnQoJSUl+Pv7ExgYiEwmIyMjg19++QVvb2+mTp3KyZMn8fPzkwaF09PT2bdvH56enoSHhzN27Fju3LlDZGQkq1at4rfffgOgWbNmHD9+nJ49e3LmzBkMDQ3p1asX27ZtIzQ0lPHjx7N3717u37//zPbxdWJubs7y5csJDAwkMDCQDz/8EA8PD0pKSnBzcyM4OBgrKyuuX79OcHAwY8aMISYmhrfeegsdHR1++uknnJycWLRoEaamprRq1YrIyEiMjY1p3LgxxsbG5OXlVVqvMjYD4NSpU9SqVYsuXbowevRo5HI5nTt3RkdHByMjI+RyOUuXLsXGxoZffvmFNm3aUFZWxunTp1EoFCQkJGBsbKzSDadipI2lpSXh4eHIZDKV6Q/y9PQkLS3tmR3bN5mrqyt6enqEhobSqFEjioqKuHPnDu3atSMvL4/PP/+8yucNGDCAnJwcunfvTqtWrbhy5QqdOnUiLy9PKgx5mPDwcHr37s20adNUuoJVV9u2bdm8eTNyuZykpCS6du1K/fr1uXz5Mv/88w+pqalPvMyXlUwmIzg4GCgfcJfL5cTFxUnvv8pOHYGBgfz++++sWLFCioxyd3fn4MGDTJo0CUNDQ3755RdiY2OJiYkRRTkvSHBwMA4ODnTo0IGRI0eSkJDAvXv3OHbs2EOf06BBA/bs2YOlpeUL3NL/bu3atTW9Cc/cn3/+qRIDqaamRr169ahXr55UyKH0YJc3c3NzatWqJRVX5OXlERgY+ETrfx2PKZQXFrm4uBAZGUmHDh1ISEigY8eOREZG4uPjw9ixY1UK0hQKBfPnzycuLo64uDh69epFaGgorq6uxMbGIpPJ2LZtW7XW/eA5DahGyrm5uREREUFOTg6tWrV6hnut6pNPPuHs2bP8+uuvUqHQuHHj6NChA59++invv/8+p0+fpnfv3nTv3p0FCxYA5Z+fI0aMwMnJicGDB0tRkoIgCIIgCIIgvD5ExxxBEARBEARBeM3s2LGD0tJSVq5ciYuLC3Z2dlhYWLB//36cnZ2lQSdDQ0PkcjkmJiZ06tSJqKgoJk2axN9//42GhgaNGjUiISEBJycn3nrrLQoKCqR11KtXj/Hjx3P8+HE0NDTYuHEjBgYG3Llzh1OnTnHy5EmmTp1Keno6AwcOBODdd9+tkePxsqvYcaTi7TZt2pCUlMSAAQM4ceIEZmZmKhE2SoaGhmRmZlJcXEx2djb169evtKyq4qMejM2oX78+NjY2LF68mK+++orWrVvTvXt3ysrKMDQ0xMzMjNzcXLy9vcnJyWHLli14e3tz//59nJ2duXPnjsryw8PDpfVOmjSJjIwMCgsL+fHHH//7QRMeS11d/bGDv05OTtJtuVwu3a4Yu/cizZ8/H29vbwoLC9HS0iIyMpI5c+bg6urK22+/LXXOEYRHURb/VexE8rxcvHhR6mJiZWVFWlraQ997lV08XjVr167F29u7pjfjmWrbti1Hjx5l4MCBKBQKFAqF9Bmm/IwtKyujsLCQCxcuqDz3wegyDQ0NFApFtdetUChey2Nqbm4OgLGxMZmZmVhZWQHlr4ukpKQqO+Xl5uZiYmKCjo4OUP65df78eZKSkli9ejUFBQWMGjWqWut/VBQYlJ+31q5d+7nHWPXo0YPExESuXLlC06ZNuXv3LteuXaNx48YMHToUGxsb7t+/j1wuR01NDXt7e6mjUv369dmyZQuLFi1i+/btz7RoXxAEQRAEQRCEmicKcwRBEARBEAShBp0+fZqkpCQ++OCDZ7ZM5ZXgykEn+HcgqaysjNLSUjQ0NKhTpw61a9emXbt2qKmp0axZM/7++29pIFFPT4+zZ8/y1ltvcfHiRdq3b88///wDlMfSqKmpSQMwV65c4c8//6Ru3boYGBgwatQofH19Wbp0KcnJyXTo0IFTp06pFAIIj6avr8+5c+ews7OjadOm+Pn5ce/ePfz9/Rk5ciSLFi0CygcFp06dSq9evVBXV1eJwXmUWrVqVRmb8WAnlaoGD3NycvDw8GD06NGMGTOG7777Dh8fH+Lj4+nfvz9Lly7F0dGRTp06sXnzZi5dukRsbCyamprIZDLkcjk//vgj69atIz8/nwULFuDo6PgUR0l4VZiamkqRLErK+8ruMGZmZuzbt09lnm7dunHy5MkXs5GC8IRatWpFUlISHTt25MSJE//P3t0H1Hz3jx9/dipG0UzZwqimRZNy881UchRJrOV+KYRq47ILM7NWIy5EZFzm/ubKVozl/mZaySk3M4TWZc1NiS0Jrdyl23N+f/TrXKUYG8Jej3+c3p/3+3Pe70+nztH79Xm98Pf359q1a2RnZ6PRaDh9+rS2b22Xr1GpVERERFBaWkpRUREbNmxg6NChlJSUYGJiwqZNm7hw4QLDhw+nbt269OzZE2NjY1JTU1EqlSxevBgbG5taXcPj4unpyc6dO3F2dsbQ0JCpU6fi5uaGRqNhxowZQHlgl5OTU7UykPfq0qUL//nPf4iPj6du3bp4e3vz0ksv4e/vT2hoqLZk1YIFC9BoNPj7+2uvaXBwMD179nzSy30qKgcs1atX76EDiy9dukRhYSEvvfQSarUaKysrXF1dGTBgAAAlJSUP9fw1faa5NzhPX1+fwYMH/4nVPTxHR0cmT56MWq3Gx8eH7du38+qrr3Lx4kVtcN6FCxeYNGkSBQUFnDlzhqtXrwJoM+zY2dlx7NixJzpPIYQQQgghxNMngTlCCCGEEELUIjs7u8de1sLKyopjx46RnZ2Ns7Mzp0+fZs2aNbi6uvLLL78QExNDWFiYtv/97u6/ffs2GzduZM+ePYSFhXH8+PH7Pufrr7/OkCFD2LNnD9nZ2Wzbto23334bf39/BgwYwFdffUXdunUf6zpfBEqlUrtpV3kDKTQ0FKDahp2RkRFJSUnarysCG0aMGMGIESOq9K0IdoCq2VAeB2NjY+Li4tDT08PX15eIiAiaNGnC6tWrUavVKBQK7OzsiI+PR09PjzVr1lQ7x5AhQxg5ciQ3btxg0KBBEpgjhPjTiouL6dy5M6WlpbRt2xYXFxdcXV2rBJ3Mnz+ftm3b0qdPH7Zt20Z6ejoWFhaEhYVhaGjIxx9/rM1+87ACAwMZOnQoq1atol27drz99ts0bdqUfv36sWPHjhozd9SmwsJC4uLi2LhxI2vXrmXXrl3Uq1ePkJAQEhISuHjxIoGBgfj5+aHRaNDR0eGrr7567O8htU2hUFR7X7o3cDggIICAgIAqbZWvQ8XjgQMH8uuvv7J9+3ZmzZpVLfikQnFxMXv37gXAxsbmhbumlTVq1Ij4+Pg/DCxWKBQEBQXRrVs3DAwMmDZtGoGBgQQEBLB06VI0Gg1hYWF07tz5L88pMDCQJk2aYGpq+pfP9SBNmjQhOzub5s2b4+joiJeXF2PGjOHixYva4Lxly5YxZcoUlEolTk5O2s/eFaW4UlJSeOONN57I/FQqFfHx8dpSig9jwoQJREREVCvzJoQQQgghhHg0EpgjhBBCCCHEExIZGUlpaWmVu6a/+OIL1Go1v//+O7GxsRw/flz7B/KpU6eyf/9+2rdvz82bN4mMjMTJyYmDBw+SmZlJaGgokZGR7Nq1i/DwcEpLS5k6dWq1u7kr7gQ/d+4choaGfPPNN0ybNg2FQkFMTAy9evUiLCyMffv2oadX/l+CykEcBw8e1AaMHDp0iHnz5vHBBx/g5+dHeHg4Bw8epHHjxtp1+fn50blzZwICArRZAubMmaPdSHnUzaeKNc+ZM4dhw4bRrFmzv/aNEI9dbm4uY8aMIT8/n8zMTCwtLXFwcABqzgpRU/BXbGwsixYtQqPRaO8WF0KIP2Pbtm1YWFjwzjvvcPjwYfT09KoFnQwdOpTg4GD69OnDt99+y9y5c/n000/ZtGkTZmZmNZb8u5/KGaD27NlT5ViLFi1ITk6u0vY0ymo9jMoZOeLi4hg9ejRZWVnk5ORgaWnJ4MGDCQ0NxcfHB19fX3r37l3LM34+VC7jpKOjo83yUvk19SKX86wpyPjeoKb7BRb369ePfv36Vel7b3a1x2HlypWP/Zz3Y2pqio2NDWZmZly7dg0HBwc2bNigPd6nTx/GjRuHtbU1derU0bbn5ubi5ubGSy+9xLfffvvU5luhIrD6XgsXLnzqcxFCCCGEEOJFJIE5QgghhBBCPGU7d+5k1qxZ7Nu3DyMjIwCys7M5evQoBw4cYP369Xz//fc1jlWr1cyfP5+EhATUajW9e/euFpjzMHeCVw6WuTco597jFSIjI4HycjMVKjK7wB9vpNzvD/738+mnnz50X/F0rV+/Hi8vL/z8/PDx8cHW1lZbOq3i+1xRtkJPTw8jIyOys7OpV68eV65cASAsLIzExESKiopwdHSs5RUJIZ5HxcXFDBo0iLS0NExNTSkpKSEpKYmEhASmTp2Kubk5v/zyCwUFBfTs2ZOff/6ZGTNmkJ+fT/PmzQkJCWHmzJmUlpYSHByMpaVlbS/piaqckcPc3JySkhLWr19PcHAwGo0GfX19FixYQHFxMY6OjvTu3btKYOWD/J2Daitfo7y8PG7dugVAamoq3bt3B6oGrT7sNRXPp3Xr1mkfZ2VlAVU/V7u7u9dYIs3d3R1/f/8nPr+UlBR69+5NUVER8+fPZ9KkSTRu3BgPDw9ycnLYu3cvhYWFLF++nPbt26NUKrU3Efz2229kZmZiZmbG6tWrn/hchRBCCCGEeJHUboFrIYQQQgghXmA1ZQmpfFd1fn6+9vjFixdp164dAB07dqx2rorx169fJy0tjR49euDm5qbNUPOsUqlUeHp68s4777B7926cnZ1xcHDQlnMYP3483bp1o2vXrly6dKnKWD8/P86fP8/WrVuxt7fHxcWFPXv2oFKp8PLy4t1338XJyYno6GhcXV3p06fPM30tXiQuLi5ERETg5eXFnTt3aNiwobZ0Wt++fYHyO8K9vLzYvHkzgYGBvPPOO4SGhmJiYgJA3759cXZ2Jjg4mJdffrk2lyOEeE5t27YNe3t7/vWvf3H37l309PRwcnJizJgxmJub8/nnnzNkyBB+/PFHAHR1dTl69CjvvPMOAC1btmT16tUEBgayYMGC2lzKU6Gvr4+7uztLly7F19eXHTt20LdvXzIzMwHYsWMHXbt2pUuXLgwdOhSA5s2bM2DAAH755ZeHeo5PP/30bxWUcy9dXV327t2Lp6fnffvY29vj5eXFgQMHnuLMhChXWFjId999x/vvv8/333/P1atX2bhxI6NGjWL8+PEkJiYSHR3N/Pnzq4196623iI+P59KlS1X+HyOEEEIIIYT4Y5IxRwghhBBCiCfEyMiI1NRU4H93TdcUrAPlm4MVfU+ePKltLyws1I4HMDY2xsbGhtjYWHR1dSkpKXnm77wuLi5mz549uLi4VMv0ExYWRv369YmPj2fFihXMmjWr2vjNmzdXKTWSmJiIRqNh+/btzJ49m6NHj7Jv3z4CAwM5efLkC10u4lnRvn177WuygouLS5WvJ0yYwIQJE7Rfe3h4VDk+depUpk6dWqWtIiuTEEI8jIyMDNq3b4+rqyuzZs0iPDycgoIC4uPjuXLlCpMnT+att97i9u3b5ObmYmRkhEql0v6uCQ0N5ciRI9y+fZuIiIgq59ZoNPTt25dr164xbdo0+vTpUwsrfLzs7OyYOXOm9usTJ05U6zNkyBBUKhULFiwgISGBwMBA5s2bx6hRo7TlM8ePH8+pU6dQq9VER0fTokUL7Xg/Pz9CQkJYv349CQkJFBQU0KBBA/bt28eMGTNISEhAoVCwdu1azMzMnsayn6iayjh9+OGHNfarcO9rTbwYMjMzycjIwNramjVr1hAcHPzQY59mubvKJe1WrVqFra0turq6AHz99ddER0ejUChq/P9FxQ0GTZs25caNGxJYLYQQQgghxCOQwBwhhBBCCCGeEFdXV+bNm8exY8fQ03vwR29TU1M6duxI165dsbW11bb36dMHJycnOnfuDJSXQvjoo49wdXVFR0cHa2trlixZ8kTX8Vd16NChSqYfgKtXr6LRaAgPD2ffvn2UlJTQpk2bGsffW2oEqm4MVGRgadq0KXl5eU9hRUI8GypKxwjxd2Vubk5KSgoeHh44ODhgaWnJrVu3CA0N1Zam8vPzY+XKlXzwwQf06tWLBg0aYGxsDMDcuXOrnK9iY93FxYXs7GwaNGjA7t27H2ouhw8fZuLEiRgYGODr60tcXByXLl2ibt26rF27lujoaDp06EDv3r3ZsWMHZ86cYdy4cYwaNYqcnBxMTEyIiooiOjqa2NhYbty4AcDu3btrJQD3rwbVVgRfDh8+nNGjR5OamkpWVhYqlYq0tDTCwsJYsWLFU1+XEE9KZmYmCQkJuLi4PFJQztNWuaSdq6srp0+f1h5bunQpJ0+eJD09nYCAgGpj73eDgRBCCCGEEOKPSWCOEEIIIYQQT0iDBg04dOhQlbZ776qu3FZxF3tmZiahoaEATJ8+nenTp1c5h4eHR7XsI88yhUJRY6af33//HZVKxYEDB4iLiyM6OrrG8RWlRg4fPsyCBQsYMmRIlY0B2SQQQvwZFVlTKv8+VqlUqFQq7e9g8Wzz8vJi4MCB9OrVi0aNGnH37l127NjB8ePHMTIywtLSEoBBgwYxYcIELl26xLx58+57vsob65988gn79+9HT0+P5cuXk5OT88DAmitXrvDvf/+bHj16kJqayty5c9m9ezclJSWEhYUxadIkwsPD6d27N1u2bGHatGmsXr0aT09PvL29WbZsGTExMQA0adKEDRs2EBAQwE8//VQlYPfPqpzZ5WH81aBagAULFtC+fXu6devGpk2bUKlU2jmYmpr+leUIoVURUGdhYUFISAhRUVHaY1euXHnk7DV/1sqVKzl06BA//PADpqamREVFsWvXLsLDwyktLdVmnKptFSXtCgsLiYiIqBKYY29vj7OzM87OzrU4QyGEEEIIIV5MEpgjhBBCCCGEeOJqyvSzePFiDA0NcXFxoV27dvcd+6BSI0+abNKLP+vy5cv4+PhQUlJCu3btGDx4MBEREZSWllJUVERMTAw3b95k5MiRNGzYkJycHDZs2IC5uTmrV69m3bp1ACxatIgOHTowePBgcnJyqFu3LjExMTRs2LCWVyhE7atbty47d+6s0hYSElJj3969e7N58+YHnq9iY33WrFmsXr2amzdvkpCQgEaj4fLlyxw9ehRLS0s++OADXn/9dRITE/Hx8SE2NpbCwkIGDhxIy5Yt8fDwID09nQ4dOmBiYsLt27dZunQp6enpeHl5kZeXh7m5OWlpaSQnJ7NixQoKCwvx9vbGyMhImxWuWbNm5OfnP56L9Yj+alBtYmIip06d4quvvgLAysoKNzc3Fi9eDEBJSclTW4t4sVUE1FlYWFQ79tprrz217DWBgYFYWFjg7+9PSEgIarWa+fPnV8s4VZtqCtCrHMi0atWqamNUKhVAlc/CUnpUCCGEEEKIRyeBOUIIIYQQQjwDTp06hVqtpkOHDuTn59O1a9fantJjUXkDoKZMP7t27ao2pqI0T8Uf/e8tNVJxXqia6UKCZ8SzxNjYmLi4OPT09PD19eXcuXMUFhYSFxfHxo0bWblyJe+99x5XrlwhLi6O5ORk5s6dy8yZM9mxYwdJSUnk5eUxatQotm3bRmRkJPXr12f16tVs3LixxhITorrS0lKGDRtGVlYWzZo1Y926dQwaNIiioiIaNWpEr169ABg1ahSXLl2iZcuWvP7667U8a/E4/fLLL/j7+zN79uw/7FuxsT5gwABWrVrFtWvXMDMz4/Lly/z666/cuHGDTz/9lDfeeIMDBw5gaWlJeHi4tuzV9OnTWbduHUeOHMHS0pKdO3fSqlUrpk+fzv79+3n77bf59ttvGT16NFAerOLq6sqAAQOA8mCV6OjoZyYT3F8Jqp0xYwa3bt1CqVRiZ2fHwoULee2111Aqlejo6ODt7U1gYOBTXI14UVXOVKPRaBg4cCAXLlxg+/btlJaWarPodOnShY4dO3Lw4EHmzJnzxINk7pdxqjZK04lnj0qlIj4+nhs3bmgDFu/l5+dHSEgIrVq10rZt27YNZ2dnXnnllac1VSGEEEII8ZhIYI4QQgghhBBPiFqtRqFQPFTfU6dOUVpaSocOHbCzs8POzu4Jz+75cvjwYSZOnIiBgQG+vr5kZGQwc+bMKqVoQkJC2L9/P3Xr1mXLli1cuXKFDz74AIB+/foxfvx4ZsyYQUJCAgqFgrVr12JmZlZj272b9L///jv9+/dHR0cHGxsb/v3vf9fi1RDPg9zcXMaMGUN+fj6ZmZlYWlrSvn17AOzs7IiLiwPAxsYGPT097OzsOH/+PBkZGaSkpNC9e3ftucrKypg8eTKpqancvHmTfv361cqankdbt27F2tqaDRs2MHPmTLZu3Yq9vT3BwcHaoICjR4+iq6tLfHw8s2fPpri4uJZnLR6n1q1bawM+H1a7du04c+YMubm5vPPOO5w7dw61Wo2LiwtLlizB0NAQpVJJQUEBo0aN4syZMzRr1oyYmBjOnTvH6tWrmTt3Lj4+PtSvX58ePXqwceNGzM3NycjIYODAgUB5IFBAQABLly5Fo9EQFhb2JC7BI3scQbX79u2r1ic4OPipZS8Rfx+VM9X069eP+Ph4NmzYwObNm3n33Xe1/XJzc5k6dSolJSWMGzfusQfm6OvrU1ZWpv26poxTEpQj7nW/oJz72bZtG23btpXAHCGEEEKI55AE5gghhBBCCPEXqdVqAgMDOXfuHPXr1+fu3bvY29tz+fJlVq1axahRo8jJycHExISoqChOnz7N+PHjKSoqwtPTk88++4yVK1eSm5vL/v37CQgIID4+njZt2nDz5k3GjBnDTz/9xIoVK/jyyy8ZO3YsZ86coV69ekRFRdGoUaPavgRP3J49e5g7dy5KpZL9+/eTkZFR5fjJkyfJyMjg0KFD2uwCI0eOZPny5bRu3Rq1Wk1qaipZWVmoVCrS0tIICwtj3Lhx1dpGjx5dbZP+xIkTKJVKQkNDazV7gXh+rF+/Hi8vL/z8/PDx8aFbt27aTfeUlBTeeOMNAP773/9SVlambTM3N+f//u//iImJAcozaJw6dYo7d+6QlJTEqlWryMrKqrV1PW8qygkBdOrUieTkZG2AVMeOHQHIyMio0vbDDz9UOceECROIiIhAV1e3xueQkncvjoqNdV1dXXR0dCguLqZ169Zs3bqVIUOGMGjQIKZPn87WrVtxdHTk9u3bvP/++yQkJNCyZUsWLVrElClTGDJkCPHx8Xz88cdYWVkB0KdPHy5fvkxeXh5GRkYA2vfxyjp37qx9LK8pIR6NtbU1CoWCZs2acf78+SrHTExMaNKkCcATKRHXtm1bgoKCyMjIQF9fv8aMU0uWLHnszyueb05OThw8eJAdO3Ywffp0OnbsyM8//6wNdly8eDHJycn07NmTkSNHsnfvXtLS0hg4cCCTJ0+u5dkLIYQQQohH8XC37wohhBBCCCHua/v27TRp0oTExER2794NlGdoiYqKYvXq1Xh6epKQkIBSqSQmJgYrKytUKhVHjhwhLi6Ou3fvEhgYyOTJk4mOjtae95133tHelb5lyxYGDhzIrl27aNGiBQkJCYwbEK7eGAAAIABJREFUN47ly5fXypqftrFjx7Jp0yaGDRtWJQtRRZDM2bNncXBwAEBHRwcdHR2uX79O69atgfJyHGlpaahUKpRKJWPGjOHmzZs1tmVkZGBiYsKaNWu0G/fdunVDrVYzdOhQfH19mTVr1l9az4QJEygrK0OlUlULMhIvBhcXFyIiIvDy8uLOnTtA+aa/u7s7S5cu1WZradKkCV5eXvzzn//kk08+wcTEhD59+uDs7Ez37t2ZM2cOVlZWnD9/Hnd3d44ePVqby3ruWFhYkJycDMDx48dp3rw5KSkpQHlAH4C5uXm1tsoWLlxYJShHo9FIgN4Lqm3bthw6dIghQ4bg6OjIu+++S0BAAKampjg4OGBtbc3Zs2eZOXMmLi4uDBgwgBUrVtCrVy+ioqKqBNX06tWLsWPHat+nPTw8qFOnjjYoR4i/E5VKRUhIyJ8am5mZSUJCAgAODg7861//qnK8cqaae8vAxcTEcP78eTIzMzl37lyVY4+bkZERSUlJbNy4URtw5+HhgUqlYv/+/RKUIx5o7ty5JCUlMW3aNHJycrTtSqWSgwcPsmfPHlq0aIG7uzvR0dESlCOEEEII8RySjDlCCCGEEEL8RZWDQiqCRioCOtLS0khOTmbFihUUFhbi7e3NhQsXmDRpEgUFBZw5c4arV6/WeN6GDRtSp04drl+/zoEDB/j888+JiIjgm2++ITY2ltLSUrp06fJ0FlnLGjVqxNKlS7l8+TKjR4+madOmAKSmptKuXTusrKzYuXMn48aNA8o3XExMTDh79ixvvvkmarUaKysr3NzctCnjS0pK+Pnnn6u1nThxgv379zN79mzmzJkDlJcSmjFjBgCGhoZVAqj+jIULFwLlG1VOTk5YWFj8pfOJZ0/79u1JTU3Vfq1SqbCzs2PmzJnatlu3btG8efNqGTNGjhzJyJEjq7TVVIrnUcvz/B3169cPX19fnJ2dMTU1ZfLkyQwcOBAzMzNat26NoaEhixYtwtbWFlNTUzp16kRqaipxcXH4+/szcuRIlEol8fHxzJw5k4sXL5KVlUV0dDRTpkypUvJOPP8qNtbvdejQIe3jVq1a8d1331U5XlG+Ccp/1gEGDhyoLVkF5QEDQ4cOfbwTfsY9SklP8ffzoNdH5WMVgTkuLi7UqVOHoKCgKn3vzVQjxPNIV1cXAwMDDAwMMDY21ra3bdsWKM+wJoQQQgghnm8SmCOEEEIIIcQjOnXqFMnJyYwePRoAKysrjhw5Qt++fVGr1cD/AnSsrKxwdXVlwIABQHngx0cffcSUKVNQKpU4OTkxdepU3NzcKCoqqvZcXl5ehIeHY2lpia6uLlZWVnTo0IGIiAheeeUV1qxZQ3JysjYQ6EW1YsUKtmzZwu3bt5kyZQqRkZF4eHjQuHFjAOzs7GjZsiWOjo7UrVuXLVu2MHv2bAICAtDR0eGdd94hMTGRtLQ0mjRpQuPGjbG0tOTmzZtcunSJY8eOoaOjQ15eHm3btuX7779nz5495OfnU79+fb7++mtKS0spKCiguLiYV199lfj4eAYNGsTNmze5ceMGQUFBhISE0Lp16yptn3zyCf379+fOnTuYmJiwadMmlEol33//PZGRkWzdupUePXpw/vx5IiMjadSoERMmTGDYsGEv/PdViCdNX1+fjRs3VmnbuXMnW7du5erVq2RnZ2NqasrixYsZNGgQxcXF/PTTTzRo0ICePXvi4+NTZeybb77Jf/7zH44ePVqt5J0Q97N06VK2bt3Knj17ansqf4lKpSIiIoLS0lKKioqIiYnhyy+/JCEhAYVCwdq1a4Hy4MLGjRvj4eFBYmIimZmZKBQK9u3bR2pqKmPHjqWsrIxx48bh6+uLn58fRkZG2nIt06ZNq+WVisel4jVz9epV0tPTSUhIIC0tDUdHR9LT0yksLOT27duYm5szbdo05s+fj0ajISsri4YNG3L37l2uXbuGRqPhhx9+oLCwkOHDh5Odnc2HH35IeHg46enprFq1CjMzM8aPH8/bb7+Np6cnoaGhREZG4u/vD4Cbmxs//vgjMTExqFQqrl+/TmBgIFu2bKnlqyREeTBaQUEB+fn5XL9+XdteOQsUVM0QJYQQQgghni9y24oQQgghhBCPyM7OThuUA+Dp6Ul2djbOzs707du3St/AwEC2bt2Kq6srLi4unDhxgj59+jBu3DgGDx5MnTp1mD59Om+//TZRUVF8+OGHVca/++67fPnll9rAHk9PT44cOYKHhwcuLi6YmJj8LYI3JkyYQFJSEidOnGDIkCF899137Nmzh6+//ho/Pz8AZs2axaFDh0hISODll1+mdevWJCYmolKpaN68OQ4ODpw7d44BAwYwduxYTE1NUalU7N69G1tbWzZs2EC9evXYtGkTH374IW3atEFfX5+RI0fy1Vdf0bp1a+bNm4etrS09e/bkrbfe4tKlSxw/fpz//ve/LFq0CLVaXa3t0qVLGBsbs3///ioBAgqFAj8/PyIiIoiIiGDQoEFs3rwZtVpNSkrK3+L7+neiVCqrZMsBMDMzq5YtRzwdjo6OHD58mPT0dHx8fNi+fTuvvvoqKSkpeHp60r17d65cucK1a9eqjKv4uczIyKB9+/ZV2oS4n7FjxxIXF/dCZPMoLCzku+++4/3332fJkiVkZWWhUqlYsmQJYWFhAFy9epWNGzcybNgwfvvtNxITE7XBO59//jnR0dEcOHCAxYsXU1JSAlQt1yJeLIWFhcydOxdTU1M8PT0xNDSkS5cunDhxgtOnT/P+++8zduxYVq1axdWrVyktLeWHH37A2NiYw4cPs2nTJho0aFAlU1X37t0JCgpi+/btdOnSBU9PzxpLxd6rc+fOJCcno9Fo2Lx5c5WsVkLUpk8++QRnZ2emTp3Kq6++et9+95ZJFEIIIYQQzw/JmCOEEEIIIcQjUqlUxMfHs2vXLuzs7EhOTmbGjBmsXr2aK1eusH37dvT09Bg8eDA5OTnUrVuXrVu30rBhQ0JCQkhKSqJ79+7cunWLhIQEnJycOHjwIG+88QYKhYKQkBB69uwJwNatW7G3tycoKAiNRkPr1q3Jy8ujYcOG9O7dmxMnTlC/fn2USiXDhg0jKyuLZs2a8fXXX3Pw4EG++OIL1Go1v//+O7GxsRgaGtby1asdFy5coF27dkB5YNWNGzdQqVQolUoATE1NAbC2tkahUGBiYkJhYSHNmjVDT0+PZs2acefOnSrnvH79OqWlpdrSJAUFBVy7dq1a2xtvvIGNjQ0+Pj507NiRjz76qMY5enl54ePjg6WlJc7Ozk/iMggh/r8mTZqQnZ1N8+bNcXR0xMvLizFjxnD16lViYmIwMDCgpKSkWiBFRTY0c3Nz9u/fD8DJkyef+vzFs6Uik16fPn1Ys2YNwcHBVY5XvM9XtnbtWkaNGvU0p/lYVASk2dnZERQUhL6+frX3UltbW3R1ddHV1WXEiBH4+vrSsmVL/vWvf5GXl4eZmRlQ/nNUUc5TyrW8uCpeM507dyY+Ph5bW1suXLjA6NGjOXbsGFlZWbRo0YJGjRpha2vLr7/+irGxMSkpKXh5eZGfn8/t27erBEq6u7vzn//8h71799KvXz8UCsVDl4rt2rUrhw4dYufOndUyqgnxtCiVSu3vTgAPDw88PT3JysoiMDAQeLgyiUIIIYQQ4vkhGXOEEEIIIYT4k7Kzs1m+fDkrVqzgX//6Fzt37mTSpEls2rQJKP9jamJiIoMHD2bjxo1kZ2dz4sQJkpKScHJyqvGc994xPmTIEFQqFfv27WP+/Pm0aNECd3d3oqOjmTx5snbc1q1bsba2JikpibfeeovNmzdrj+3cuRMPDw/27dv3BK/Gs83c3JzU1FQAfvrpJ+rWrYubmxsqlQqVSsVXX30FVE8Xr6enR3Z2NgB5eXlVjhkbG1O/fn327duHSqWiY8eOmJiYVGnr1KkTxcXFTJw4kejoaPbu3UtOTo72HJXT0RsaGtKwYUMWLVqEt7f3E7sW4tkWGRlJZGQkV65cYdasWbU9nReaqakpNjY2mJmZce3aNRwcHJg+fbo2Y857771337GdO3emqKgIV1dXzp49+xRnLZ5FFZn0XnvttWpBOfdTUfbpeZOSkqL9d8SIETW+l1YEsJWVleHt7U1UVBTXrl3j2LFjvPzyy2RmZlJSUkJGRgZNmjQBqr//ihdHxWvm2LFjuLq6cuPGDczNzXnzzTepX78+EyZMwM/PD41Gg0KhQEdHh9zcXNq3b8/OnTtZsmQJI0eOpFmzZtpzdurUiby8PDZs2ED//v1Rq9UsW7aMKVOmkJiYSKtWrdBoNDXOx8fHhy+++AIjIyMMDAyeyjUQ4o/ExMTQrVs33n333Yd+HxFCCCGEEM8XyZgjhBBCCCHEn9SqVSteeuklmjZtSps2bVAoFDRt2pS0tDTKysqYPHkyqamp3Lx5k379+nHx4kXtHeF2dnZVUvJXuPeO8djYWBYtWoRGo7nvnb8A6enpWFtb4+joiEKhIDMzExcXF+35mjVrRn5+fo1jQ0NDq921+aLx8vJi0KBB9OrVC0NDQxwcHLh9+zZKpRIdHR28vb1xc3OrNs7AwIDLly/j5+dHYWEhAE2bNiUpKYmzZ8/StGlTXF1d0dHRIT09HYVCQbNmzbRt58+f5+LFi4wePZrS0lIsLCy0m5BQHoj12Wef8eOPPzJ16lTee+89QkJCaN269VO7NuLZ9Cgb/OLPWbdunfZxVlaW9vG9QYwVd6mHhoZWaa98J7t4PqnVam0QyaPQaDSMHTuWM2fOUFhYyPXr1ykuLmbq1Kl88cUXNGzYkIsXL9KtWze6du3Kb7/9xrhx4zh48CBz5syhuLiY1NRUlEolwcHB2ix5zwN9fX3c3d0pLCxk8+bNLF++/L7vpbdu3cLT05OysjIaNmyIjY0NM2bMYOjQoZSVlfGPf/zjhSjvJR5MX1+fTz75hN9++40dO3aQkZFBVFQU/fr1Iy8vj9WrV2Nvb6/t37VrVzp37oyRkRFdunShUaNGpKWlcfHiRW0fhULB4MGDiYmJoV+/fkybNk1bKtba2po6dercdz5vvvkmly5dIiQk5ImuW4hH8d577z0wIFgIIYQQQjz/JDBHCCGEEEKIP6ny3d2VH2s0Gk6dOsWdO3dISkpi1apVZGVl0bJlS37++WegPGvLH50TICwsjMTERIqKinB0dATKs7hUZFmpYGFhwXfffUfXrl0xNDTk1KlTZGdnV5vX31XdunXZsmULenp6jBkzBgsLC3x8fKoFPkRFRQEwYcIEJkyYUOO5/Pz8tI8rvp+VnT59ulrbgQMHqnxdsdHv6OhIYmKitl1HR0dbBku8GC5fvoyPjw8lJSW0a9cOe3t7SktL8ff31wbFOTg4MGjQIIqKimjUqBG9evUiMzOTkJAQoqKi2LVrF+Hh4ZSWljJ16lTc3d3p0qULHTt21G70u7u7s23bNubMmUO9evUIDQ3F3t6eUaNGkZOTg4mJifZcYWFhGBoa8vHHH+Ph4VHbl6jWVJQlnDlzJgBXrlypsQyReHIOHz7MxIkTMTAwwNfXl4yMDGbOnKkNelIqlYwaNQpjY2POnTvH559/zvLlyykoKCA2NpZr16498LiBgQEzZswgISEBhUKhzVIzcuRIGjdujIeHx58qJ7Vr1y5atGjBsmXLeO+993jrrbd49dVXeeutt/j9999JTU0lODiY9evXc/36dfT19Zk6dSolJSWMGzeOrVu3YmNjo30veJ7Y2dlpf2YAgoOD7/te+vLLL5OUlFTlWPv27Tl8+HCVtprKtYgXx72vmQonTpyosX9kZCQhISHaz1v3C6Czs7OjZ8+eDBo0SNvm7u5epU/lz2wVr0uAxo0b07t370dZhhBCCCGEEEL8JRKYI4QQQgghxBNgZWXF+fPncXd35/XXX6dZs2aYmppiZ2dH165dsba2/sO7xNVqNWVlZTRp0oRXXnmF/Px8PvnkE86ePcvw4cP5/fffuXv3LpcuXWLFihWMHTuW27dvY2FhwZ07dzh58iQmJiYEBwezbNkybt68yXfffUdUVBS3bt1iwIAB1KtXjzp16rzQ2XIq9OnTh9u3b9OqVSu6dOlS29OpZvPmzXzxxRds3769tqciHiNjY2Pi4uLQ09PD19eXkpKSagF427Ztw97enuDgYAIDA6scU6vVzJ8/n4SEBNRqNb1798bd3Z3c3NwqG/1ubm7MmjWLpKQk6tWrh1qtZsmSJXh6euLt7c2yZcuIiYlh9+7dbNq0CTMzs791sF5N/myWons3jf9sFpa/oz179jB37lyUSiX79+8nIyOjWp+8vDzi4+P55ptvWLduHd9//z2zZ88mNjaWDh06PPC4paUlWVlZqFQq0tLSCAsLIygoiKtXrxIfH4+uru6fmndaWhrffPMNsbGx3Llzh4sXL/Lqq69ibm6OkZERAMOGDePLL7/Ez8+PL7/8Upst7X7Z64T4OysuLq4WoNq9e3dtAF1OTg579+6lsLCQ5cuX88MPP7By5UoUCgVxcXH8/PPPHDx48KGeq0+fPri6uj4wq44QQgghhBBCPG4SmCOEEEIIIcQjurfsk5mZmfYu3MrHatogCA0NRU9Pj40bN2o3ICv63XvH+NatW+nVqxfJycmo1WpcXFzo168f4eHh3L17l5deegkdHR26d+9OaWkpMTEx2uwPoaGhODk50aNHDxYvXsyECROqbM7/+uuv+Pv74+PjQ69evZ7MhXrGxMbG1vYUHmjAgAEMGDCgtqchHrPc3FzGjBlDfn4+mZmZWFpa0qxZM+B/WawyMjJo3749AB07dqwy/vr166SlpdGjRw8Arl69ikajwcTEpMpG/7Vr12jZsqW2DJ5CoSAtLY3k5GRWrFhBYWEh3t7ehISEMHPmTEpLSwkODsbS0vKpXIdnVUpKCr1796aoqIj58+ezYMECZs+ezfDhw4HyrFibN2/m/PnzrFu3jtu3bzN79mzc3Nzw8/PD0NCQs2fP8tlnn7FgwQJtiaOysrJqWY5EdWPHjmXmzJmsWbMGf39/bbtGo9EGsFlbW2tLRVaUZ2zatCl5eXl/eDwtLQ2VSqV9XzY1NQXA1tb2TwflQHnw7fDhw5k0aRJ3797l4MGD7Nq1i+joaG7cuAFAREQEFhYWrFq1qkoQXMXjewP0ngcvetnLv4vMzEwmTJiAoaEhmZmZQM2fWe+lVCofOaPRw75magpQrRxAV1BQQFBQEOfPn2fatGlER0cTHR3N999/T35+/iO9Lnfv3v1IaxBCCCGEEEKIx0ECc4QQQgghhHiKgoOD+eGHH9DV1WXTpk0P7Hv27FkcHBwAtNkXKjbtL1y4wKRJkygoKODMmTNcvXr1vuepaXM+IyODvn37AtChQ4fHsbTnUuVyQUI8CevXr8fLyws/Pz98fHywtbUlNTUVgNTUVLp37465uTkpKSl4eHhw8uRJ3n77be14Y2NjbGxsiI2NRVdXV5tx594ydSYmJly6dInCwkJeeukl1Go1VlZWuLq6agO+SkpKKC0tZfXq1Rw+fJgFCxawbNmyp3tBnjGFhYXExcWxceNGvv/+ewBatGiBSqXi5MmTzJgxA0dHRzp27MjIkSO5ceMGgwYNws3NDSgvR/fll1+iUqkoLi5m79692kDKe7McieoaNWrE0qVLuXz5MqNHj6Zp06ZA+c9Gu3btgAeXjfyj41ZWVri5ubF48WKg/GcgKyvrL2c08vT05J///CcuLi78+uuv1KlTh9zcXCZOnMi1a9ewt7fnypUruLm54eHhwfjx46udw97eHi8vLyZNmkTXrl3/0nyEeN7VFKBaOYDu66+/Jjo6GoVCof0519XVxcDAAAMDA4yNjWtn4jXIzMwkIyMDa2vrB5ZHVCqVxMfHo6f3vz/PR0ZGMnz4cMm6JoQQQgghxAtIAnOEEEIIIYR4iubOnfvQfa2srDhy5Ah9+/ZFrVYD/wvQWbZsGVOmTEGpVOLk5FStJI2+vj5lZWXa89y7Ob9gwQJSUlKwtrbm5MmTf5usOU+KlK4R9+Pi4sLw4cPZtm0bUL6RuHfvXo4dO6bdjPPy8mLgwIH06tWLRo0aVRmvUCj46KOPcHV1RUdHB2tra5YsWVLteRQKBUFBQXTr1g0DAwOmTZtGYGAgAQEBLF26FI1GQ1hYGFu2bOHIkSPcvn2biIiIJ38BnnEVG8F2dnasWrWK1157DYDff/+djz/+mG+//RaFQkFsbCyLFi1Co9FUCYSsnOGoIsjxflmOnscMKU/aihUr2LJlC7dv32bKlClERkbi4eFB48aNH8v5bW1tee2111Aqlejo6ODt7a0NqvordHR0tME+95o0aVKVzHj9+/enf//+2uMVGUfk5088CSqViqCgINLT0ykrK6Np06ZYWVnRunVrWrVqxcGDB2ndunWNY8+fP8/YsWMpKiqiZ8+ehISEcOzYMd5//31at27NzZs3n9i8awpQrfy5aunSpZw8eZL09HQCAgKA8s9eBQUF5Ofnc/369Sc2t0eVmZlJQkICLi4uj1weMTIyEl9fX/lMKYQQQgghxAtI51mqKd+pUyfN8ePHa3saQgghhBBCPBPUajUBAQGcO3cOQ0NDCgoKtHfW7t27l48//hhra2uuX7/O2rVryczM1JayOnToEJ999hmurq5MnjyZgIAAsrOztZvzrVq1YsCAAdSrV486deowceLEF748RUXwzOHDh5k4cSIGBgb4+voSFRXFK6+8woULF9i+fTvNmzdnxowZJCQkoFAoWLt2LWZmZtXaAEaOHEnjxo3x8PBg1KhRtbxCIcSjUKlUhIWFERsby6ZNm0hPT+f06dN89dVXDBgwgGnTpmFnZweUZzdJTEykqKgIR0dHTp8+jZ+fHyEhIbRq1QqVSqX9/atWq3Fzc6uS5UhfX7+WVyuelilTplTJjGdiYvLA/n+mPJAQ96NSqZg0aRKvvPIK/v7+bN++nStXruDg4FAlMOfgwYPVSlkNGTKE+fPn8/rrr+Pt7c28efMYM2YMS5Ys4ZVXXqFly5bk5uY+kXkXFRUxcOBAiouLadSoEe7u7sTHx2szGgYEBJCWloazszOHDx9GpVKxY8cOZsyYgZ2dHb/88stDleN6GoYOHcqhQ4do1aoVpqamREVFsXz5ciIjI+nWrRs//vijtsRely5diI+P54MPPsDGxgY3NzdsbW3x9/dn2LBhtb0UIYQQQgghxB/Q0dFJ1mg0nR6mr2TMEUIIIYQQ4hmlUChYs2ZNjcfc3d2rlUYxMzPTBtc4OjqSmJioPVZTqaa/w0agSqViwYIFaDQazp49y2uvvcaFCxeYN28ebdu2ZeHCheTl5fHLL78wbtw4wsLCqFOnDgUFBahUKtLS0ggLC2PcuHFkZWVVaQsKCuLq1avEx8drSy0IIWDv3r2UlZXh6OhIQkJClWwhzxp9fX3c3d0pLCwkIiKC06dPc+jQIQ4dOsSECRMAWLhwIX379sXZ2Rl7e3tefvnlB57zYbMciRfTo2TGEw+ncuAbSBnKP2JpaUmLFi2ws7NjwYIF5OTk4ODggEajqZZhsbIzZ85og0Hy8/PJysoiPz+fFi1aAPDmm28+sTnXrVuXnTt3Vmnz8/PTPl61alW1MR4eHnh6epKVlUVgYOATm9ujCgwMxMLCAn9/f0JCQigtLSUyMpJDhw5x/PhxfvzxR23fwYMHExoaSs+ePUlKSsLOzq5aeSshhBBCCCHEi0E+5QshhBBCPMCcOXMYNmwYzZo1e2C/ynfNP+pYIcSTVVxczN69eykoKKB+/fp88803hIeHY21tTXp6Oi1btqRJkybk5OSQlpaGUqlkz5492iAnU1NT0tLStHc3V7RBeZkUCcoR4n/UarU2aDAzM5MtW7Y8VGBObZSDUyqV1TKFVWz0Vy5XBeWlrqZOnVqlLTIy8r7n8vDwwMPD47HOVzxdKpWKiIgISktLKSoqYsOGDQwdOpSSkhJMTEzYtGkTFy5cYPjw4dStW5eePXvywQcf0L9/f3R0dLCxseHf//43u3btIjw8nNLSUqZOnYq7uzsrV65k7dq1L3ymOlE70tPTycvLIyUlBQsLC8rKysjOzqagoIDffvuNNm3a1DjOysqKhQsXYmpqSllZGTo6OhgZGfHbb7/RqFEjzp0795RX8mAxMTEsW7aMO3fu8O9//7u2p3Nf169fp0WLFujq6mqzsFVo27Yt+vr6UrpKCCGEEEKIvwEJzBFCCCGEuA+1Ws2nn376p8f/lbFCiMenQ4cOAISHh7Nv3z6Kiopo164ds2bNon379mg0Gj777DOWL1/O5cuXcXd359q1ayxevBiAkpISfv75Z9zc3Kq0ZWVlyUaKeOxOnTpFcnIyo0ePfqj+a9eufapl1CZPnsyIESO4fPkyU6ZM4eTJk4wYMYJjx47Rt29fLl++TI8ePSgtLSUjI4O4uDiUSiXffvst27dvZ926dQAsWrSIDh06YGtri42NDW3btuXmzZskJiZSp04doqOjadq06VNblxA1KSwsJC4ujo0bN7J27Vp27dpFvXr1CAkJISEhgYsXLxIYGIifnx8ajYZ9+/ahVCoJDQ1Fo9GgVquZP38+CQkJqNVqevfuTY8ePVizZg2HDh3i6NGjHDlypLaX+VxISUmhd+/eFBUVMX/+fG37+PHjOXXqFGq1mujoaFq0aEGXLl3o1KkTSUlJBAUFsWnTJs6fP8/XX3+Nra1tjcFSLxI9PT1OnjzJBx98QJs2bTAyMmLHjh3UqVOHli1b3nfcrFmzGDVqFEVFRejr67N582Y+//xzPD09efPNN7WZc54V7733Hu+9915tT6MafX19ysrKtF8bGxvz66+/olar+emnn6r01dHRqXGsZMwRQgghhBDixSOf8oUQQgjxt6VWqxk9ejQ7duxAoVDQunVrfv31V4qLiykuLiY8PJwlS5agq6vKPt5aAAAgAElEQVSLjo4Oy5cvp3379iiVSjp16sTBgwcZNWqUNnX64sWLSU5OpmfPnkybNk2bRcfU1JQRI0Zw7do1LCwsWLFiBf379+fOnTvaO67F31fFZlKHDh0euCFf+djT3oh/3ikUCnJzc1GpVBw4cIAxY8awZcsWUlJSsLW15fjx4zg7O/Pll19SVlaGvb29NphAR0cHb29vAgMDee2116q0ubm51fbSxDMoMzOTjIwMXFxcHthPpVKhUqkIDQ2t0m5nZ1ftjvqK/pmZmVVKe0DNgTlPMvuMg4MDhw4dIjs7G1NTU27dukVOTg5NmjShX79+dOnSRZtJJjAwkEuXLhEVFcX169fZsWMHSUlJ5OXlMWrUKLZt28Zvv/3G4cOHMTAwoFu3bhw4cACFQvHAcitCPC3t27cHyn8u4+LiGD16NFlZWeTk5GBpaaktQ+Pj44Ovry89evQgKSmJoUOH0rt3b3r16kVaWho9evQAyjMxXbt2jZYtW6Knp0fHjh1rc3nPlcpBUt9//722PSwsjPr16xMfH8+KFSuYNWsWubm5hISEUFZWRocOHcjMzOTEiROsWbOGhQsXVguWetECc1q1aoWrq6u29FdNPv744xrHfffdd1XaOnfuzIkTJx77HF9kbdu2JSgoiIyMDPT19dHT02PEiBE4ODjQpUsX9PX17zu2T58+eHl54e/vz4ABA57irIUQQgghhBBPmtzeKYQQQoi/re3bt5OXl8fkyZPJycnh3LlzBAUF0aBBA15++WVGjRpFmzZtWL9+PdHR0VXuzu3Xrx+HDh0iMjKS4uJioLyMxcGDB9mzZ0+V51m5ciVubm4kJiayZs0aLl26hLGxMfv372fjxo1Pdc3i6VCr1Q/d99SpU9oNDzs7u/tmyah8bO3atX99krVAo9HQp08fnJ2duXPnDo6OjgwaNOihx1de94cffvhIz+3p6YmhoSEuLi7UrVuX3r17c+LECYKCgnj99dcxMjKiU6dOeHp6AhAcHIxKpWL//v3a4Lt728zMzLRlb4SokJmZSUJCgvZrlUqFl5cX7777Lk5OTkRHR+Pq6sqnn37KzZs36d69O05OTowdO1bbPyQkBCgvlTZ8+HBsbW05f/48t2/fRqlU0r17d/75z3+yY8cOUlNTUSqV2mCyTz75hOHDh3P37l28vb1xcXFhyJAhlJSUcOrUKbp168bbb7/N7NmzgfJyTEOHDqVPnz54enqybNkynJ2d8ff3r3F9jo6OHD58mPT0dHx8fNi+fTuvvvoqwAODDDIyMkhJSaF79+7079+f/Px8oLx0ioGBAQCffPIJI0aMYMKECRQUFPzF74QQf11KSor2X3Nzc958800SExMZMGAAGo0GfX19FixYwH/+8x+mTp1KWVkZM2bMYP369URERGBsbIyNjQ379u1DpVKRkpKCiYkJFy9epKysjJMnTz70XCr/bvizIiMjq5Rge1jPQsmtykFS8fHx2vbw8HC6du1KSEgIly9fBsDExIRXX32Vpk2b8sYbb/DSSy/RtGlT8vLyuH79ujZYys3NjezsbAkEFI+VkZERSUlJbNy4Ufs50d/fnyNHjvDee+9hYWEBlP9MV2TGUalUAEyYMIHvvvtOgnKE+BMWLlyIk5NTbU9DCCGEEOK+JGOOEEIIIf62zp49i5GREe3atUOhUNCgQQPq1q1Lx44duXDhAgDp6el4e3tjYGBQJdV4+/bt0dXVpWXLlly9ehUovzsSoF69etWe5x//+AdQnrmjVatW2NjY4OPjQ8eOHfnoo4+exnLFE6BWqwkMDOTcuXPUr1+fu3fvYm9vz+XLl1m1ahWjRo0iJycHExMToqKiOH36NOPHj6eoqAhPT08+++wzVq5cSW5uLvv37ycgIID4+HjatGnDlStXMDc3p1WrVqxYsYJBgwYRHx9PixYttBvx06dPZ9euXcybN4/r168TGBjIli1btPP7o8w6SqWS+Ph4Zs6ciZOTE8bGxo9UQudRnDp1ipycHBo0aMDu3bs5fPgwXbt2Zc6cOQ99jsrrqSgp9UeUSiVKpRInJyd27dpV7Xj37t21G6+zZs166LkIcT8rV67k0KFD/PDDD7z11lskJiaSk5PDmTNnWLJkCbNnz8bU1JS8vDxu3bpFXFwcQ4cOZfPmzfz0008EBQXx888/s2TJEq5cucLKlSuZN28ep06domfPnrRr147jx4+TmprKa6+9ho2NjXZDb9asWdqsNYsXL8bT0xNvb2+WLVtGTEwMXl5eqFQqdHR06N69OxMnTgTKN7HXr19PYGAghYWFJCUl4ebmxu+//84rr7xSZX1NmjQhOzub5s2b4+joiJeXF2PGjOHixYvVsvRULudhbm7O//3f/xETEwOUl4MDqoxxcXGhT58+zJ49m127djFkyJAn8j16XPLz80lISKB///61PRXxhOjr6+Pu7k5hYSHr1q2jX79+HD9+HCMjIywtLdmxYwdffvklBQUF+Pr6cvToUT777DNKSkro0aMHCoWCjz76CFdXV3R0dLC2tmbJkiWMHDkSBwcHunXrVttLfKIZth6nykFSrq6unD59uko2vLi4OKKjo4Gq5YEqP9ZoNNpgqdjYWHR1dSkpKalWTuh5VvG5RzxbFi9ezLZt2yguLtaWdBRCPFnbtm3D2dm52mdZIYQQQojaIoE5QgghhPjbsrKy4scffyQ1NRV3d3du375NREQE2dnZGBkZ4ejoSHJyMv/973/R0dEhICBAOzYlJQV7e3suXrxIkyZNAIiJiSEoKKjG5zly5Aht27ZFrVZTUlLCxIkTUSgUuLm54ePjo802IJ4v27dvp0mTJqxevRq1Wo2Li8sjb4oHBgZSWlqKv7+/dnP9nXfe4d1336VZs2a0atWKgQMHap8zMDCQr776Stt3+vTplJWVsXnz5ir94I8Dc+51vxI69/NHm3kajYaxY8dy5swZcnNz0Wg05OTk4O/vzy+//MKvv/6Knp4e48ePZ/To0dy6dYs2bdqwdOlSrly5wsiRI7l79y5dunTB3NxcG5C0ePFixowZw759++jbty9xcXEAuLq6snfvXmJjYwkPD6e0tJSpU6dqS1QUFRVV6e/i4kJsbOwDSwoI8agCAwOxsLDg3XffZfny5SxatIgvvviC5cuXU1hYyCuvvEJ8fDyurq7k5uYycOBAcnNzqVevHl26dGH//v1YWlqye/duWrVqxbZt2/D29mbXrl14eHhof9+MGjUKX1/falnaKrLWpKWlkZyczIoVKygsLMTb25sLFy4wadIkCgoKOHPmTLXA0qZNm1Z5nJeXV+NmhqmpKTY2NpiZmXHt2jUcHP4fe3ceV1P+x3H8dVsQkRCRFslkTJGtUZGrlTTJPvYijW3GNsSUNETWGYaxhox9nUGWRmkhO00TsvRLDGWJymRJde/vjx73TFcZzDCY+T7/up1z7rnfc+6te7vf9/l87Nm0aVOZ7QwNDbl//z49evRgxYoVUsUsTU1NnJycmDJlitr23t7eUqWcbdu2/c1n4s3Lzc1l586dZYI570vQQXgxGxsbtXZA5bX0eTZAduTIEbWfO3bsiIeHh9qyYcOGMWzYsFceT0pKCp988gn379+nT58+VKpUCT8/P0JCQqQwxrfffotCoeD+/ftERUVRoUIFevbsSUFBAfr6+ri7u5ORkYGvry81a9bEw8ODjz76iICAAAoLC/Hz88PX15fIyEimTp1Kq1atKCoqeuWxvm6lQ1Lz58/n/Pnz6OvrS9XwmjZt+lL7eV5YShDepLFjx0phWEEQXs6CBQuYPXs2AA8fPqR///5s3rwZLS0t9u3bh6urK8XFxZiYmHDu3Dnpfjdu3KBVq1Y0adKESpUq4ePjQ0FBAUZGRpw7d05qOW5hYUH16tXJzs4mNDSUZcuWYWVlxbVr13B1deXcuXPI5XKmTZv2tk6BIAiCIAj/MiKYIwiCIAjCf5aXlxc//fQTc+bMYd68eZiamnL+/HmMjIyoXLky7dq14+7du/Tt2xc3Nze1+27bto0xY8bg6+tLhQoVgOcHc4YOHcrAgQNZt24dDRs2ZNKkSQwZMoSioiLMzc2lYI/w/rl8+TL29vbAH1Uf/sqkuMq5c+dYs2YNR48e5fjx41J1mWHDhjF16lT27dvH0aNHKSgoAEra3CiVSvz9/dm9ezcZGRlASeBk9OjRUpAlMDCQatWqlZl0e1ZcXJxUQadZs2Y0a9aM5ORk1qxZw5IlS/j555/Jz89HR0cHfX19bGxspMpAaWlp6Ovrs3fvXnbu3MmUKVOQyWSYmZlx6NAhPvzwQ7Kzs9HV1WXlypV06dKFGzdukJSUREhICJ6enqxatYq9e/fy1Vdf8fDhQ8aOHYubm5s0yV06kARQsWJFDAwMuH79OgqFAmNjYzQ1NZk3bx6HDh1CoVDQqVMnKZhTsWJFTE1NSUtLo7i4GAsLCxHKEd6Y//3vf7Ro0QIoCbKkpaWhpaWFiYmJtOzWrVv07duXM2fOcOnSJX788UfatWuHkZERtWvX5u7du5w4cQJ/f3/27NlDcXExGzZsICQkhC+++IJatWqVqfSg+ltkaWmJs7Oz1A6jsLCQcePGERAQIFWRUrVv+bPqEuUpfbX/zZs3AdR+N318fKTbUVFR0m1fX98yf3tKhxhKb/uuOnr0KGPHjqVKlSpcvHiR4uJi5HI527Ztw8XFBWtra6ysrKhTpw5r164lPz+fmTNn4ubmho+PD3p6epw5cwZXV1emTp3KiRMnGD58OJaWlly6dImzZ89y9+7dMmFF4f0SFxfHN998g1KppFevXnz//fdoamqyZMkStLS0WLNmDfPmzcPIyIi9e/dy//59Tp8+zcSJE1+47z179jBjxgypGtWfbRMTE0NBQQG2trYEBgZKrRkB7ty5Q3R0NJqamri7u7N7926qVq2Kq6sr/fr1IywsjPj4eHJycujQocNrOS9/VXlVYFQtgsqrhlf674rqdun2kx4eHmXCUoIgCMK7KSsrC1dXV7Zs2YK1tTVnzpxh8+bNNGrUCA0NDa5duyZVTUtNTcXc3JwlS5YQFBRE9+7d6dSpE7q6uiQlJbFixQoOHDhAUFAQISEhPHr0CDc3Nx48eEBBQQH5+fnk5ORQp04dvv76a6ysrIiOjsbGxkZ8HhMEQRAE4W8TwRxBEARBEP6zZDIZOjo6WFtbU6VKFVJSUtDR0aF169ZERUWxadMmBgwYIFXzkMlkjBgxAoBx48aRmprKggULOHHiBPb29vz444/I5XIWLlyIp6cnN27cwMvLiwsXLrBjxw61xz58+PDbOGThNVNVQ/L09EShUACvPimura0tBW1OnDiBk5MT69atY968eaxevRpHR0eg5Cr9QYMG0bFjR3r27AmUXA0YExPD9OnT0dPTIysrSwqcdOnSRa3FTXmTbn/m1q1bHDt2jKSkJKZOnUqDBg2wsrIiMjISKysrTE1NWb9+PYsWLaJp06ZYWlqSlpYmVQbq1asXc+fOZdq0aTg6OlJcXIypqSmNGzcmMjKSOnXq0L9/fxwcHBgzZgyRkZHo6+tjYGBAixYtWLVqldRa6s8qT3Tv3p0dO3agUCjo3r072dnZpKam4uLiApRMPJYOF/Tr14/NmzdTXFxMnz59Xun5FoSXoWrfZG5uzs8//8xHH31EVlYWdnZ2PHz4kAsXLgAlv2MymYyZM2fy9OlT7O3tsbCwIDs7G4C+ffvSt29f/Pz8pLDMyZMnCQgIQKFQ4OPjQ3BwMI6Ojnh7ezN+/Hi1cfj7+zN06FCWLFmCUqkkLCyMzp07M2rUKJo0aSKFSoVXs2/fPmbPno1cLufq1atMmTJFmuy/ceMGR48epUqVKjx69AhfX1/y8vLo2bOnFPBVfU74+OOPmTp1KtOnT2f37t3o6+tjamoKwKxZs5g8eTJ2dnYEBARw7Ngx7Ozs3toxq/zXKgH93ZZAT58+Ze/evdjZ2ZGYmMjNmzcZNWoUe/bs4cKFC2RkZGBlZUViYiI5OTkv9ViqilZGRkbIZDKpJVzp97nS2+Tm5pKVlUXz5s2BP8LDUBLu1dTUBEoqQXp5eQGQnZ3N3bt30dDQQFdXF11dXQwMDP7yeRAEQRCEv8rc3BwoeZ+rV68e8fHxtG/fXvrs9fjxYx48eEBKSgq5ubk8fvwYBwcH/Pz8OHLkCHv27CE6OppHjx6hqanJlStXyMvLo1+/flJ78p9//hlLS0uqVq3K8ePH0dXVpVKlSsyaNQt3d3cpIP+ufB4TBEEQBOH9JYI5giAIgiD8Z0VGRmJiYkJ6ejpXr15FU1MTbW1trly5wrRp07h16xahoaGMHz9ebYLswYMHzJ49+7nVPNLS0qhVqxZffvml1DJH+Hfy8vJiz549ODo6oqurq7buZSfF27Rpg4+PD+fOnaNLly6EhYUxYMAAfHx8uHz5MgsXLiQjI4OGDRsC0KpVK5RKJd27d8fExAQbGxuuX7+Oj4/PnwZOypt0U1EqlcyfP5/MzEzy8/M5cuQIWlpa+Pv7ExQURGJiIqmpqWhpaVFcXIyGhganT5+mTZs2KJVKsrOzyczMBODixYsUFBQwffp0KlWqxOPHjzEwMCAjIwNXV1fy8vJYsGABR48eRUtLi5UrV2JsbMzChQvZvXs3v//+O/Xq1ZNCTy4uLtLv2LOVQaDkqndvb29kMhmjRo1CW1sba2troqKi0NTUpLCwUO1+7du3Z9asWRQXF5dpoyMIr4OVlRWTJ08mPT2dWrVqMWXKFKpWrcqwYcOoXr06Pj4+ODs7Y2pqiomJCT/++KPUniUvLw8zMzNCQkIoLi5GW1ubPn36YGZmRkREBABjxoxh8eLFJCQk0L9/f7XWGKWr1ujo6EiTFqWpKkiplK5uExISIt1WPZ6gbsSIEYSGhrJq1So+//xztXWWlpZUqVIFKKn+s3DhQpRKpVp1NFVoQkdHB4AHDx5Qv359ABo1agSUVFybNGkSMpmM/Px8bG1tXziu0hXPADIyMggKCir3NQDw+eefs2jRIkC9ClD//v1JT08nNjaWihUrsnPnTsaMGYOuri6XL18mKipKalGoeo09fvyYfv36UVhYyG+//YapqSlTp05l0aJFKJVKTp06xdy5c1m9ejWVKlUiMjKSDh06qL1e/41atGjB3bt3MTU1RVtbGzMzM/Ly8pDJZFSsWJFDhw4xatQodu/eTXZ2Nl9++eUL91n6/SwnJ4fff/8dKGlxpapq82zVqwYNGpCcnIyHhwdJSUm0adMGUA+9Nm/enO3bt1OlShUKCwvR1tZGoVDw8OFDcnJy1D4zCMJfdevWLVatWkVgYGCZdREREVJrV0EQBBXVe1peXp4UEpXJZDx9+pRu3boRHh5OpUqV0NDQoHXr1uTm5nL+/HkCAgKAkraqkydPJiYmhsDAQOrXr8+mTZuYN28eUVFRFBcXk5WVhY6ODjk5OUBJEPnx48ekpqZy4sQJrly5QmFh4Ut9HhMEQRAEQfgzIpgjCIIgCMJ/0tGjRxk5ciT379/HyMiIW7duUaVKFYqLi9m2bRvXrl1j//79tGvXjvPnzxMbG0u1atW4evUqFStWZOPGjfj6+hISEkLbtm1p0qQJKSkptG3blqZNm2JtbU1oaGi5QQLh30NDQ4NVq1aVu+5lJ8XhjwpKjx8/pkePHmRmZtKvXz969uyJq6srt27d4v79+4SGhnLkyBG8vb1ZtmwZbdu2BaBmzZp8+eWXdOnSRS1wUvr1V96kG5R88bhu3Try8/MxMzMjJyeH9PR0Hj16xMqVK2ndujUFBQXIZDK0tLSYO3cu6enpVK5cGS8vL9asWYOGhgZ6enqYmppy+PBhLC0tefz4MZaWlqSmpnLz5k00NTU5ePAg1tbW5Obm4uPjw+3bt6lWrRozZ85k2LBh5OfnU1hYyOTJk9myZQuDBg0iNDQUe3t7Zs6cibGxMd27d5cq6ajOs76+Ptra2lSsWBEoqWjl7OyMTCajSZMmfP/992rPWdOmTSkqKvpPVX4Q/jl6enokJCQ8d315gZfSbVdKs7KyolmzZmrLevfuTe/evf/WGIW/Tl9fnyVLlkh/pw0NDaV1pf+mqNoAFRQU4ODgIC1/9nNBtWrVyMzMpHr16qSlpQElAZ/+/ftL1U2Kiope+3GoQjlQUgUoLCwMJycnkpKSiI6OJjExUa0Ki4ODA4sXL2bPnj2YmJiwdOlS9u/fz7Jlyxg/fjwHDx7kzp072Nvbs2rVKm7evIlSqeTHH39k1qxZnDx5kpiYGPz9/UlKSnrtx/Mu0tDQkIKphYWF3Lx5Ez09PaCkcs3ixYuJjY1l+/btFBQUUKlSpVfav6amJgcOHODUqVNoaT3/6z1vb2969OiBu7s7+vr65W7z9ddf4+XlhUKhoEaNGuzYsYOAgAAcHR1p0aKF2uv8n/bLL79w5swZhgwZUmbd6tWrGTx48HPvK5fLiY6O/tPzI/xzDA0Nyw3lCILw7lMqlXh6evLbb7/h6enJzJkzpXV/Fqxr27btcz/nvorq1atz+/ZtaSxKpZL169cTGRmJQqGguLiYli1bcv36dT744APWrFlDw4YNmTt3Ln5+fty/f58dO3awc+dOCgoKGDVqFDKZjFq1avHJJ59IlSydnZ1RKpVkZmaSnJyMt7e39P/+m/g8JgiCIAjCf4v4z1QQBEEQhP+kffv24e/vj46ODt26dcPDw4OdO3cyduxYZs+eTadOnbhy5QqXLl1ixIgRpKamsnXrVj799FP2799PQECA1G5EoVBQq1YtrK2tOXLkCH369MHT05OWLVsyePBgbt++TZ06dd7yEQvvg+XLl7Nz507y8/MJCAhg9erV9OjRgxUrVtChQwfs7e2pUKECa9eule7TuXNnnJ2dqVSpUpnAia2trdTiprxJN4Ddu3ejUCj44osvsLe3x9fXl5o1a2JsbEx4eDjVq1encuXK3Llzh4cPHxIaGkqVKlWoWLEic+bMoWLFihgZGZGfn09eXh7fffcdlpaWnDlzht9//50KFSqwefNmrl27Rq9evdDQ0MDJyYknT56QmZnJsWPH6NatG05OTuzcuZOHDx8SEBCAoaEhUVFRaudn48aN0u3SX/Bu3rxZbTsPDw88PDzUlpXeXiaT0bdv37/5bAnCm3P//n26d+/OZ5999raHIjzjz/5Ol+bp6YmjoyO2trZUr179ufubMmUKn3zyCRYWFhgbGwPw1Vdf4e/vT15eHhoaGqxcuZIGDRq8cGzJycl06tSJgoIC5s2bJy0fPXo0v/zyCwqFgg0bNmBiYiJNlPn4+CCTyRg0aBByuRwrKyvs7e0B9RCRKiSUmprK5s2biYqKoqioCDs7O+7du8fw4cM5duwY2dnZNG7cGEdHR3777Td+/fVX1qxZw8SJE4mMjGTPnj1kZmZKk1tr1qxh7dq15OfnM3PmTNq3b4+np6dUcdDJyYmoqCgpTPq+0dTUZNSoUbRr1w4NDQ0pKOrg4MC2bdvQ09Ojfv361KpV64X7Kt1aS1Xp6tmqTartSm8DsGfPnjLblQ4P29raEhMTo7bey8tLqrT3NtnY2GBjY1PuuhcFc4R/ztOnT+nZsycFBQXo6+vj7u5OWloaoaGhUiBVLpdLlbx++uknZs2ahY6Ojlq1tps3bzJ06FDCw8OpV6/e2zkYQRDKyMrKomrVqnz33XdER0f/I485ZswYxowZA5RUIhw6dKhUqXbz5s1MnToVpVLJ2rVr+fjjj/Hy8kKpVJKVlUVGRgb79u1j/vz5BAcHY2tri6+vL+vWrcPY2JizZ89KF1m5uLhgY2PD2LFjGTRoEIaGhowbN44ZM2bg7++Pk5PTK30eEwRBEARBeB5Z6Sug3rZWrVopT58+/baHIQiCIAjCf0BmZibTp08nNjYWXV1drl+/TlBQEMeOHePu3bt0796dSZMm0bx5cwoLC7l06RKmpqZkZ2cTFxeHjo4OgwYN4tKlS9jZ2fHNN99IlUUqVKhAzZo1pYBESkqKqJzzBmRkZJCeno6Tk9NLbe/j40NQUBAWFhZ/ut2sWbMYMGAARkZGL7Xf13UV4OswceJEevbsSevWrV/6PrNnz+bBgwfIZDJCQ0Np3749ADExMXzxxRfs3bsXXV1dqlatSq9evXB2dsbZ2RltbW2USiXGxsb07t2bixcv0rp1a/Ly8li+fDlFRUUYGxuTkZHBjRs3yMjIICQkhLCwMIYOHUpkZCTbtm1j7969/2jLnODgYC5dusSWLVv+sccUBEF4nqKiIrS0tHj48CFubm4kJib+pf3ExcUxY8YMDh48yJYtW7h69Srnzp1j/fr1PHr0iMqVKxMdHU1sbCwzZsxQC+Z06NCBQYMGkZmZyZAhQ6hZs6YU2lAqlfj6+krvn7t27SItLY3x48cDUFhYyHfffUfNmjWRy+V06NCB3r17c/78eZo1a0ZoaCiNGjUiICCANWvW0L59e6ysrAgODiYtLU0aW15eHj179uTnn3/Gz8+PSZMmUVxczPz588uEnoR/n7i4OBYsWIBSqZSCXqrWZ19++SUxMTGMGzeObt26IZPJsLa2xsXFhQEDBtC8eXMCAwM5ffo0Bw4c4MmTJyxbtozmzZtLFXO2bt3KiRMnWLhwIeHh4VLAeeHChZiZmant97vvvnvLZ+P9tHXrVq5cuUJgYCD+/v7Y29s/N5jzww8/8PHHH5OQkICOjg4KhYIffviB69evc/z4cVauXPnSn8MF4WW86v+NQln9+/fn4MGD1K9fX2pvKJPJaNiwIZ07d0ZPT4/09HSWLl1KkyZNCAsLIzQ0lBMnTjBhwgSpqp6JiYla+8x3JVxZOqTzst8bCIIgCIIgAMhksjNKpbLVy2wrarcLgiAIgvCfpK+vz9KlSzl06BAGBgbUqlWLkSNHMnbsWBo2bEiPHj1wdXUlLi6OxMREsrKyOHDgABYWFpiamgDUGpwAACAASURBVGJoaMj+/fvx8fFhyJAhbNy4kdDQUO7evYtcLue7775jyZIleHt7i1DOG5KRkcGhQ4de+34nTZr0Xk4GBAcHc+3atVcK5UBJyxQouQrS0dGRc+fOqa0LCwujefPmVKlShQULFuDi4oKenh56enoUFRWhra2NlpYWZmZmrF+/nvj4eNzc3BgwYABHjhzB1NRU7fHq1q2LjY0N7dq1Izo6+h+vgjBt2rSXDuVEREQwa9YstdZZL+Lj4yO1oxHURUREcObMmde+X1V1CEF4HyUmJtK+fXvatWvHhAkTXum+Y8aMobi4mLi4ODIzM2nevDlQUmGk9NXsjRs3pl27dgQFBZGZmVlmP5cuXcLR0RFPT098fHwwNTXFwcEBJycn8vLy1Lb18vIiIyMDJycnnJyc2L9/P05OTsyfPx9/f3+pEs4HH3xQ5nE0NDSoUKECtWvXxsDAACi5Al4ul+Pl5cVvv/0GQL9+/di8eTObN2+mT58+r3ROhPeXUqlk165deHh4SK3PjIyMpNZnZ8+eRS6XExsby8KFC/Hy8sLa2pq4uDhcXV0ZPXo08fHxbNiwQa1i1ObNmzl+/DgLFy4kOzub3bt3k5CQwK5du5g2bVqZ/Qp/TXp6uvQ3qGXLlly7dk1a9+xFoXfv3sXU1BQdHR3gjzaAy5Yto2fPnu/l53Dh3ZaRkcGaNWsICgr6W/tRtREubfXq1X9rn++L0NBQXF1dmTlzJm3atKGoqAhzc3MCAwPZu3cvly5dYuXKlZw7d47Zs2czePBgVq1ahbW1NevWreODDz7g008/Zd++fcyePZtDhw7h6+v7tg9LEhISgouLC1DyP4sI5QiCIAiC8CaIYI4gCIIgCP9Jy5cvlyah5HI5tWvXxtvbmy+++IKJEydiYGBA586dcXR0pEOHDsyaNQsDAwO6d++Ovb09HTp04MqVK9L+VJNS3t7ePHz48C0e2X/HihUrWLduHc7OzkybNg25XI6TkxMZGRkABAUFSROLubm5ACxatIi2bdvy9ddfAyUhitGjR5dZlpaWxsOHD+nRowft27eXvjQcPXq0NIF6/fr1f/6g/8SrBE5K8/Ly4tatW1y5cgVdXV2sra2JiYlBS0sLf39/9u3bR1ZWFkqlkm3btrFu3Tp0dHRo2rQpTZs2ZePGjXzyySdERUVhY2NDZGQkWlpaHD16FCcnJwICAgAwMzOTrpgOCQnh8OHDODk5YW5u/jpPw2tnaGhIYGDg2x7GC8XFxf3tyYbSEwtyuVyaYH9dfHx8pHY4b1JERAQKheKNP44gvA7t27cnPj6es2fP4u3t/Ur3XbBgAZqamsTFxZGVlUVycjJQ0tLK2dkZgHv37pGXl8fhw4eZPn16mQlygMGDB5OQkMDZs2fp3bs3M2bMIDExkUOHDlG9enW1CSqZTMaiRYs4dOgQhw4dwsvLi+bNm5OSksKKFSto3749jRs35sMPPyQ0NBSAOnXq4Ofnh0KhYMKECTRu3Fi62j4sLIz9+/eza9cuaXK+ffv2HD58mMOHD0tV3IR/PysrKwDq1aundrtZs2ZAyetCoVDQt29ftTZcKuvWrcPR0RE/Pz+1AFpYWJj0GS89PZ3k5GQ6dOhAt27dyM3NfeF+hZfToEED6W9QUlISenp6ZGVlAZCSkqK2rYGBAdevX+fJkycA0nt2UFAQP/30E8ePH/8HRy78k+Li4vD29qZLly60bduWDRs24OzsTOfOnSksLKRPnz44OjrSp08fioqK/nR7pVKJUqlk+PDhODk50blzZ3JycoiLi6NLly588sknODg4kJ+fz4oVKzh48CAbNmx47cf0ssGcf8tn06ysLA4ePEheXh6pqanUr1+f27dvs2bNGlq1aoWRkRGtWrXi9u3bDBgwgJMnT5KZmUmrViUXkY8YMYKtW7cyYMAATp069ZaPRhAEQRAE4Z+l9bYHIAiCIAiC8DaU7leekZFBSkpKmS/jfX19y1zFNWLECEaMGCH9HBISIt1+9ktnEJUc3iR/f3/Mzc3p3bs3ixcvJi4ujtTUVMLCwhg2bBjp6ekkJiaqTULK5XIWLlzIxx9/zNSpU5+7DEqCP25ubvj7+0tfpIaFhUntQJYvX/5KlVTeVRoaGqxatarcdTo6OuVOUnXs2LHMssOHD0u3Fy1a9KePGRgYyLFjx9DU1GTr1q2vOOI36+nTp/Ts2ZOCggL09fVxd3enf//+rF69mm7duvHw4UMMDAzYunUrcrmcVq1aceTIEQYPHoy/v7+0n19++YXRo0dTUFCAl5cXX331FV26dCEiIgJ9fX3GjBnDgAED/pGgystavXr1ay0nP3ToUMaNG8eHH37Id999x/Lly1m4cCHOzs6MGDGCS5cuSa+xmTNnSq10AgICSEpKYtCgQcydO5erV68SEBBAYWEhfn5++Pr6EhkZydSpU2nVqlWZAFFERAT9+/eXJvmfZ/To0XzzzTccPnwYExMTzM3NOXDgAMXFxXTu3Pm1nQdB+LsmTJhQ7u/HqVOn+OWXX4iIiEBTUxOlUomLiwvJycmYmJiQm5uLvr4+Ghoa1K9fn4KCAmxsbN7acQQEBODo6EiLFi0wNDQEwNPTE0dHR2xtbalevTpQ8r7UtGlTqSWo8N9QusJk6duqz3HFxcVMmzYNKKkKNWDAALXtlixZQlJSEv/73/8YOnSotHzt2rX079+f7du306BBA1q3bs327duBklZs5e1XeHXe3t706NEDd3d39PX1qVatGpmZmXh4eFCzZk21bTU0NJg8eTLt27enSpUq0ufvChUqsGHDBnr06MG3337Lhx9++DYOpYy4uDji4uLU/u9TtWiNiIjg888/f+FnX+EPqupYM2fOlKpj+fv7880339CkSRM2bdpEaGgoO3bsoE6dOs/dPikpiZs3b2JiYsLSpUvZv38/y5Ytw87ODoA9e/YwY8YMaXtNTU1MTU3p1asXt2/fpmLFimzfvp379+8TFBTE+vXr1Z7roKAgEhISaNasGb///jsREREUFxczatQojhw5wqxZs3j69CkpKSnI5XICAwOpVq1amc+scrkcW1tbMjMz34vwX0REBEVFRfj5+RESEoKdnR3ff/89eXl5XLt2jQsXLmBjY8PFixepXbs2EyZMoHbt2nTt2pW5c+dy/PhxioqKqF27Nps2baJnz54MGjSIbdu20aZNG/T19VmyZInUPnP//v1v+5AFQRAEQRD+MSKYIwiCIAiCILzXUlNTiYuLk0JQdevW5fLly9jb2wPqkzuqK7BVpfOftwzg8uXLjBw5EvijxP6cOXOIiYmhsLCwzGTBw4cPcXNzo169eowcOVKa6BfKmj179tsewnP99NNP2NraEhgYqBa0uX79OrVq1SIyMlIt7NW1a1dmz55Nu3bt8PHxkZZbWloSFxeHTCajQ4cOjB07lp49e7Jjxw4GDx5McnIyCxYseO3jDw8PZ+3atQAsXLiQFi1a0KxZM5o1a0ZycjJr167FxsamzGRDt27d1CYWAKZMmUJ0dDTDhg1jyJAhf/q4CoUCf39/rly5QuXKlRk/fjyHDx/mwIEDrFmzhgMHDvDgwQNWr17NsGHDaNq0KfXq1SMxMZFx48bh5eVFt27dqFOnDunp6SxatIiDBw/i6uqKlpYWsbGxXLhwgU6dOrFixQqys7NJSkrCxcWFS5cu0bp1a4YNG4a1tTW//PILzs7O+Pn5UVRUxNq1a8nPz2fmzJm4ubnh4+ODrq4uly9fZtSoUchkMrp168bu3bsxNjame/fur/15EQSVuLg4oqOjpWoyL8Pe3l5qq1m3bl1+//13bt++TbVq1YiPj8fHx4e2bdvi4uLCt99+S69evaRQqYaGBgYGBsyePZvDhw9z9epVAI4cOQIgVTJ7HVQtDZ+leiwvLy+8vLzU1gUHBxMcHFzmPjKZjL59+762sQnvv5MnT/LVV19RWFgotRuxtbXF29ub8ePHY2tri6OjI46Ojmr3s7GxYcKECQwcOJBNmzZJFTE1NTVxcnKiffv2ZfYrvLqKFSuyZ88e4I+/K+VNuKv+RnTt2pWuXbtKy0tXxzpw4MAbHOnrJ0I5r6Z0RSxVW8N69epRVFREixYtAGjVqhVnzpyhTp06z90+JyeH1NRUNm/eTFRUFEVFRVIoR3UfIyMjcnNz0dPTkx4/IiKCypUrEx4ezpYtW3B1dS0zxqysLM6ePUtCQgJbtmyRXsv37t0jODiYwsJCRo0axY8//ii11ANwd3dn9+7dVK1aFVdXV/r16weUvN5VY3vf5ObmYm9vz6effoqbmxsWFhZER0ejUCjIyMggIyODoKAgfv31Vzw9PenUqRONGjWSAv/nzp1j+/bt2NnZMXv2bCpWrMjOnTvJz8+XKqsKgiAIgiD8V4hgjiAIgiAI/3nPm0gS3m3a2toUFxdjaWmJm5ub9KV4YWEh58+fZ8+ePYwaNQr442rr0iEdlfKWQUmw4vjx41hZWaFQKKTS6PHx8cTExJQphZ6cnEy7du2YNWsWISEhtG3bVgRz3kPp6ek0b94cQK2ajYWFBdbW1vTr14+WLVsybtw4AJo3by5dgXvnzh1p+6tXrzJ+/HgePXrEpUuXuHPnDt7e3vTr149GjRqVmTh8HXJzc9m9ezcJCQnk5OQwePBgfvrpJ27dusWJEyc4c+YMa9eupU6dOmUmG7y8vNQmFmbMmEGvXr0ICQnB1dX1hcGcXbt2Ubt2bcLDw1EoFDg6OnL06FG8vb2ZPHky5ubmaGpq4ujoiJWVFcHBwdja2mJgYMDhw4eZPXs2Dx48oFGjRixcuJBRo0bh4eHBggULMDc3x8vLi19//ZW6deuybds2rKysqFChApUqVcLY2JgjR47g6upKQkICNjY2REdHo6WlxaNHj/D19SUvL48ePXqwdetWDhw4QJ06ddDX16dXr154e3uTmJhIXl4egYGBhIeHU7t2bb755hsATpw4wePHj4mMjGTOnDkUFRURHBxMx44dsbOzo2XLltKV0+VVkxKEv8vBwYEJEyagUCjo168fu3btok6dOty6dYvY2FgqVKggbVteqNTAwECqYKFq7fguCw4O5tq1a7Ru3fptD0X4h8jlcilgXTrkqqpQogrMqEJeKvPnz5dut2vXrsx+Ve9ppfdfXkXMZ/cr/LvFxcUxf/58ioqKKCgoYNOmTfTt25fCwkKpKqKmpiaDBw/m+vXrmJqaYmxsDJT8fYqNjZU+KwK0bduWI0eO4OPjg56eHmfOnMHV1ZWpU6dy4sQJhg8fjqWlJZcuXeLs2bNv67DfGc+rjtWoUSPOnDlD586dOX36tFoLxfK2VyqVWFpaMnDgQMaPHw+U/B+YmJhYZjttbW0UCgXFxcVMmDCBlJQUHjx4QNeuXcut0HXt2jUp3GNjYyMFcwwMDKhduzZAue+nycnJUgA1Oztbatv4LlXIfJFnz8fVq1dp2rQpZmZmjB8/nooVKzJnzhypytDUqVOxs7MjPj6eLVu2UKVKFen+z2tHqapcLAiCIAiC8F8jagILgiAIgiAIrywiIoKIiAhu3boltXNavXq1tH7MmDEUFxe/0TFYWVmRmJjIzJkzMTQ0RC6X06FDB9asWYONjQ2mpqY4ODjg5OREXl7eK+9/yJAhzJgxg+rVq2NiYkK3bt347bffqFevHhERERw4cIA2bdpw48YNACZOnMimTZv46quviIiIYPz48dKXxML7o0GDBiQnJwOQlJQkLS8oKGDs2LFs2LCBAwcOcPv2baDkC/ji4mKuXbsmfVEPsHTpUgICAoiPj8fCwgKlUomuri7VqlVj4cKF9OnT57WPPT09neTkZDp06EC3bt2kCQMLCwsqVaokXTX87GTD81hZWVGxYsWXaiVTukqVhoYGMpmMGjVqYGFhQVZWFt7e3kBJEPKjjz6ifv36HD16lJMnT1KnTh1q167N06dPMTAwQC6Xo1QqcXZ2pl69elSuXJm9e/dSoUIFatWqRf/+/Xn69CnXrl2joKCAR48ePXecUVFRyOVyvLy8SE1NpXbt2nTs2JEtW7YAJZNpNWvWZMKECcjlcrS1tYGSyh5xcXF8+umnBAUFoVAomDdvHocOHSIuLo65c+cCf1w5vXfvXpYvX/6yT5XwH5eSksInn3yCg4MD169fp0OHDrRt25YRI0aQkZGBnZ0d4eHhQEkw4cKFC1y4cIH4+HhWr17NZ599RsuWLcnKymL9+vWsW7eO4uJivL29OXjwID169CAjIwOFQsHgwYM5f/4869atA1Cr+PWumjZtmvQ7KgjC+8fHx0ctYPUuevLkCfv37+ezzz5j9erVREZGkpCQwIcffsihQ4c4efIkmpqaREdH07BhQ6CkisrJkyc5fPgwbdq0KXe/crmcI0eOsG/fPgCmT5/O7t27CQ8P5/r16//Y8b2P9PX1OX/+PI6OjqSkpLxUBUMvLy8yMjJwcnLCycnpuW2RrKysOHfuHBERETx8+JCEhARGjhyJUqlET0+PW7duAX+0pjY1NeXChQsA/Prrr9J+ygvxlF7WvHlz9u7dS1xcHElJSRgZGQG8V20Z9fT0yMrKAkrOR4MGDaTzUvpcqPTr149vv/0WPT09tVCOIAiCIAiCUJaomCMIgiAIgiD8ZYaGhlLbG1W5auCNtOh5lp6eHgkJCdLPqnGoqAJDKqXbdaiuoP6zZT/++CN9+vRh5syZKBQKnJycWL9+PXZ2djx+/JhKlSpJbYoeP35MaGio1J6kQoUKUlsR4f3i7e1Njx49cHd3R19fX1p+7do1hgwZQlFREebm5lIIZ9u2bYwZMwZfX1+1qhWdO3dm1KhRNGnSRG25KujRuHHj1z72Bg0aULlyZbZv3w6UXDUMZScRXmayobyf/4yqwpSnpycKhQKFQsGDBw/w8PBg7dq1eHp6MnnyZGQyGV5eXgwfPhwnJycA7t+/D0CFChWwsrLCzMyMoqIiKehjbGyMl5cXhYWF6Ovrs2vXLnbu3Mmnn35KZmZmmcpUqmpaWlpahIWFER8fT0FBAZaWltjb27N9+3a0tLSkYzQyMmLFihV89dVX0sQMwPHjx4mNjWXz5s3cvXuX1NRU6Xf6zp07KJXKF145LQjPs2fPHmbMmEFSUhIHDx5ES0uL/v37S62mnlWjRg0eP35MTEwM1apVQ6lUUrduXTw8POjcuTOjR4/m4sWL3L59m65du2Jvb0/Lli0xNDTEysqKhg0b8vTp07897pdpxVV6G1UliXdN6THm5uZy6NAhunXr9lL3/emnn3B0dKRGjRpERERgbW39XlVDEAQBqeKNjY0NBw8eZMiQIdy8eZPbt2/TqFEj7t27p1ZB8dixY1y7do2mTZtKy37++ecy+322Re6DBw+oX78+UFIR5r/uRdWxnm0r9aLtofxWYuXdZ+HChURGRnL8+HE6duyIsbExRkZG0kUYLi4uWFhYYGhoSN26dbGxsaFdu3Y0adJECm6Xp3RLva+//hovLy8UCgU1atRgx44dLzwn7xpnZ2fmzp3LqVOn0NLSonr16iQmJuLu7o6urm6Zc/HBBx9w/fp1goKC3tKIBUEQBEEQ3h8imCMIgiAIgiCUS6lUMmLECC5duoSOjg6rV6/G39+fgoIC9PX1cXd3l3rK9+rVi5SUFORyOYGBgcyYMUOa8Lpx4wYZGRmYmZkRHh7O//73P/r27YuhoSH5+fmsWrUKMzOzt324ZTxbAQT+KENeXpsi4d+hYsWK7NmzR22Z6kv9w4cPl9l+zpw5UsgD/gh2WVhYlNvWSCaT0bdv39c34FL09fVp1aoVjo6OaGpq4uTkxJQpU8ps97zJhtITC6/Ky8uLPXv24OjoiK6uLsHBwbi5uaFUKtm3bx9Vq1bFzMwMZ2dnZDIZ5ubmHDp0CCipWgPQuHFjqbR969atsba2BqBq1arExMRw8uRJJk+eTIcOHahRowZnzpxBLpcTHR2tNpbOnTvj7e2Nn58fnp6eODo6YmtrS40aNTh+/DgACoVC2r558+b88MMPuLi4SG0Nb9++TWBgID/++CMymYxatWphbW1NVFQUmpqaFBYWIpPJyr1yWhBeRDVxa2RkxN27d6lfvz5Pnz6loKCA+vXrk5uby9KlS1m6dKnU9q5KlSo8ePAAT09PZs2aRX5+PoWFhWzYsAFdXV1atGghXZ3fqFEj2rdvT5cuXbh//z4rV64kKiqKY8eOSSFU4Q+5ubns3LnzpYI5CoWCn376CSsrK2rUqPHOVwURBKF8quqIycnJNGjQgMLCQjZu3EhgYCBKpZIGDRoQGxsL/FFB0dTUVKocUrqqYmnPhpqrVatGZmYm1atXJy0t7U0djvASSod8nlW68qtKSEgIWlpabNmyhfT0dEC97Z3q/bR0Sz2AmJgYtZ/ft/fdqlWrkpiYqLbM2dkZLS0thg8fjrm5eZlW4DVr1qRTp07/9FAFQRAEQRDeOyKYIwiCIAiCIJQrMjISExMTli5dyv79+1m2bBm2trYEBgbi7++vtq2XlxfW1tbSF4+lq9V89NFHhIeH4+bmRm5uLvPmzWPhwoW0bt36T9vovG3PVgCBPwI6qjZFcrmctm3blpmQV1XsEF6PiIgIBg4c+JfKwL9qJYQ3aceOHXz77bfs2rXrte+79GSDr6+v2jrVJIKZmZkUHCpvsqH0xELpSYSXmVDQ0NBg1apVasvc3d3Vfi69n9ITG6rbL1pva2v7p5MdqttjxoyRAj7du3cnODgYKJlQHzp0KOnp6dJ61X537NjBzJkzMTExAWDFihX89ttveHl5SfseN26cFCxq0qQJxsbGFBQUqI0nJCTkTyd+XoVcLn9nJ3OUSiWenp7cvXuXqVOn8tFHHxEUFKQ2SfM6vatVV/6q0hO38fHxtGvXjm3btknVFJ48eUKfPn1o2LAhc+bMwdLSkidPnjBw4EAaN27Mrl270NXVxdvbG4VCweTJk/n111+JjIwkMzMTKKmYdfbs2TITy6+DqhXX/fv32bRpE4MGDaKwsJCmTZuyZMmScu8THR0tXU0fGhqKra0tQ4cOZcuWLTg4ODBhwgSaNm3KvHnz+P7779WCwevXr6d69eplliUnJ/Ptt9+iUCi4f/8+UVFR6OrqvtQxnDt3ju+//56lS5eSn5+Pnp4eDRo0oG7duqSlpdGgQQP09PQwMDDg9u3bnD17lvr169OjRw82b97Mzp07MTQ0pHv37jg7O/PZZ5/x9OlT8vLyMDc358iRI2hra9OzZ0+ePn1K9erV6dixowjyCMI7Qltbm44dO/LkyRPWrl1L165dOX36NHp6ejRq1IiPP/6YpUuX4uzsjKmpKSYmJtStW5eWLVvSrl07mjVr9lKPM2XKFD755BMsLCwwNjZ+w0clvE6BgYEcO3YMTU1Ntm7d+raH81Z17tyZ/Px8LCwssLOzK7PO2dlZrUKoIAiCIAiCUD4RzBEEQRAEQRDKlZqayubNm4mKiqKoqIgTJ05IgYJXadmgqgxQr1498vLyuHr1Kk2bNkVTU1Na9y56tgJIac9rU6Qil8v56quvOHHihBQKEP66iIgI+vfvrxbMUSgULxXUeZVKCK/qVUMT3bt3p3v37q99HOVRBXA6duzIqlWrCAwMVGs396LJhnc5FPJXlRceOnz4MN9//z2xsbF88MEHauuerTbk4eGBh4eH2rJJkyZJt+Pi4tRaK/yZl339vquysrKoWrUqe/fuBSAjI+PtDugZ79P5zcnJ4dy5c3h7e1OlShWgpGJUVFQUAE+fPiUzM1MK7bRq1YqVK1fi5OTEuXPn2LZtG4mJiSQkJKCtrY1cLkcmk9GnTx/8/f3LTCy/Ls9rxXXlypVytw8JCZHavnTs2JGjR4+Sl5dHQUEBNWvW5OjRo+Tn52Nvb19uMNjKyqrMMtXkoGosMTExdOnS5aXGf+LECczNzTlz5gyLFi0iPDycNm3asHz5cs6ePcvy5cupWbMmiYmJxMfHU6VKFTw9PQkODuby5cuEhIQQFxfHrl27cHZ25v79+7Rt25ZJkyYxceJEYmJiePLkCfb29kyaNInhw4e/nhP/H/F3ArnCq8vIyCA9PV1qMakyZswY5s+fj6amZpn7vO+BSRsbG7WWfGfPni2zTemWtyrltfFTnYfyWuS2bNmSM2fO8PDhQ9zc3P7eoIV/1OzZs9/2EN4Zqs8k5VF9FhQEQRAEQRBeTARzBEEQBEEQhHJZWloycOBAqa3Nli1bSE5OxsPDg6SkJNq0aaO2/bOl28tbrioNn5KSQqtWrTh//vybO4C/qbxJfJWOHTuWaVNkZmYmVclwcHAgPj7+TQ/xvaNQKPD39+fKlStUrlyZ8ePHq1VQcHFxQS6XY2dnR3R0NMOGDcPa2ppffvkFZ2dn/Pz8iImJQVdXl8uXLxMREUG/fv3UKjUcPXqUsWPHUqVKFfr3709aWhoHDx5ELpezbds2DAwM3vJZ+GcZGhoSGBgIoBbM+S9PNjz7Opw+fToDBw4Env86HDJkCIMGDSIjIwMNDQ1iYmIYPHgwQUFB1KhRg+7du6Ojo0OFChWQy+VlWgGqqnt888030rri4mLmzJlDUVERwcHBdOzYkRUrVrB69erXUnHnTZo4cSKxsbFoaWmxbNkyXFxcpHV2dna0atWKhIQEJk+ezNatW6Xf4ZUrV5a7Pi0tjXXr1tGsWTNGjx7NL7/8gkKhYMOGDWphkjlz5qChocGXX37JtGnTOHToEBoaGlILCl9fX2rWrImHhwfx8fFqz9e7MsFfuqKSj48POjo6ZGRkEBAQwMiRI2ncuDE3btwgMTGRuLg44uLi8PDwYNmyZSxcuJD169fTqVMn6b7ffvstDg4OAJiYmJQJ1JU3sQx/VD36/fffiY2NLXfi/VkZGRnMmjVLCucaGRmRm5uLoaEhH330ERkZGVLFnmfJZDKqVasGID2Wubk527Ztw8PDg+PHPdP6ewAAIABJREFUj3P06FEmTJjAtm3b1ILBdnZ2ZcLCqlBO6bZgubm5LzwGlS5dunDu3DkGDBiAl5cX//vf/3jy5Ant27cnLS2NwsJCKleuzEcffQSUtLCpUKECxcXFnD59mj59+lBYWEj16tWlx2/atClGRkbIZDJyc3PJysqiadOmAO90hcB3UXmBXOHNycjI4NChQ2rBHIVCwYIFC97iqP4dEhMTCQ4O5vfffxdh/Tdk1qxZDBgwACMjozf6OLdu3ZLC7u97ME0QBEEQBEF4O0QwRxAEQRAEQSiXl5cXX3zxhfQl/ejRozl69Cju7u7o6+uX2d7W1hZvb28pyPM8X375Jf369aN27dro6+ujra39RsYvvHt27dpF7dq1CQ8PR6FQ4OjoqFZBQTW536tXL0JCQnB1dSUhIQEbGxuio6PR0tIiJiYGBwcHFi9ezNOnT8tUati3bx+zZ8+WwhHXrl3j+vXrb6zFztv0bPhj9erV+Pv7U1BQgL6+Pu7u7mRkZBAUFESvXr1ISUlBLpcTGBhItWrVCAgIoLCwED8/P3x9fYmMjGTq1Km0atWKoqKit314b8xfeR0OHDiQGzduEB8fj1KpVAschoeH4+fnR79+/aT2XeVV/LCzs+Pp06ccOHAAhUKBk5MThw4dQqFQ0KlTJ1xcXFi1ahWJiYmcPHmS48eP//Mn5yWpKga4uLiUea3cu3ePoKAgiouLadGiBRkZGYSHh7N27drnrj979iyrVq3iu+++IywsDB0dHaKjo1m+fLnUGnHu3LlAyXtISkoKN2/eJC4ujtTUVMLCwpg8eTJ37twhOjpaCvWU93y9a7y9venZsyfu7u7o6upy8+bNMtvY2tqydu1a2rVrR9WqVdm4cSO7d+9m8eLFPHr0iP79+wNgbGxM9+7dmTFjBo0bN/7Tx83KyuLx48fUqFGDbt26ce/ePT777DMiIiKoVKkSJiYmjBw5EisrKxYsWICxsTFmZmacPXuWixcvkpOTg62tLRs2bKCwsJCKFSvy4YcfMnLkSLS1taXAiopCoeDBgwcAUqtHe3t75s2bx7p160hKSuLixYs0aNCgTDC4sLCQffv2lVmWmJhYJvz7sqpWrUrt2rWZPXs2rq6uNGjQALlcjo+PD4sWLWLlypUEBwdz8OBBAB4/fgwghcbWr19PQkICGzZsAEqCR88LInt4ePDrr7/SunXrlx7fu+7ZgKOjoyMHDhzgyZMnLFu2jObNm5cbcCxv2bNtzqpVq6YWyB0wYMBbPtp/vxUrVpCYmMixY8dQKBRSwPGHH34gOjqa7OxsfH19efz4MXZ2doSFhUn3/eKLL7C3t+fTTz99i0fwal5Xy8mX0b59exHWf02eVw2vdPXCN6l02F0QBEEQBEEQ/goRzBEEQRAEQRDKJZPJWLRokdqy8lpEqAIP8+fPl5aprtgv3dZFddV+UVERx48fp7i4GAcHB+rUqfN6By68sy5fvoy9vT1QUpGovAoKUFIBQVtb+7lXyquqNdy7d4/hw4eTm5srVWoYMWIEoaGhrFq1is8//5zatWu/4aN6e8oLf9ja2hIYGIi/v7/atl5eXlhbW0u/m+7u7uzevZuqVavi6upKv379CAsLIz4+npycHDp06PAWjuif8Vdeh9ra2gwaNIj+/ftjamrK9OnTpe3S09Px9PQEoEWLFkDZVoCq6h6q9dnZ2aSmpkohoDt37nD37l1MTU3R0tJ6pXaBb8Px48eJj4/n/Pnz5Ofnk5+fT3R0NJ07d6ZatWp8+umnFBYWAlCpUiVq1arFkydPePDgAdnZ2dy7dw8DAwOePn1Kp06dqF+/PlDynrFr1y4yMjIwMjLizp07HD16lLS0NDZt2iSFlVJTU4mLi5MmVuvWrQtAs2bN0NTURFNTs8zz9a5W3qhYsSI7d+5ES0uL4cOH4+TkJE38lZ48/v7779Xu17t3b3r37q22bOPGjS/9uBMnTiQpKYnc3Fx69erF3bt32b9/P3369CEoKIjffvuNwsJCwsPDWbRoEYaGhjx69Ahzc3NcXFw4deoUu3btokKFCjx+/BgNDQ1OnDjBZ599hqurq1SdSyU4OBg3NzeUSiXTpk0DSqrLff7551hZWdGqVSuys7OBssHgMWPGlLtM9Xv7V+zZs4fTp0/TuHFj6tevj4GBAbGxsZw6dYrU1FROnTqFvb09RUVFODs78/DhQ7S1tbG0tERDQwN7e3s+/PBDtLSe/7Xas6Grf1MQ+dmA45MnT5g8eTJpaWlMnTpVCiyVDjgOGTKk3GXltTkrHcgV3jx/f3/Mzc3x8/Ojc+fOREdHo6mpyQ8//ABAWFgYY8eOxc3NDYVCId1v9OjR2NnZvVehHOHd92zw7/Hjx9ja2pKZmcnvv/9OREQE+vr6jBkzhgEDBrBo0SKCgoI4cuQIUVFR5OXlASUtlu7fv0+PHj3Q0dFBW1ubsWPHqoWynq20uX79emrVqsWVK1eYMmUKy5Yt49GjR0RFRXH37l2CgoLUwv5paWmMGDGCgoICXF1dpZDh6/BXKtsJgiAIgiAI7zbxH64gCILw3oiIiGDgwIHv7MSKIAgvJz09HT8/Px4+fMiQIUPEpMufGDNmDPPnz3/lL2IjIiKwtrYuM7lfugS7SlxcHCYmJpibm3PgwAGKi4vp3Lnzaxn/sywtLTl+/Dienp4oFIpyKyhA2bZo2traFBcXS68V1fvAxo0b8fb2xsfHh379+qFUKtHX12fJkiVkZmYyZMgQwsPD1fb9b/Js+OPEiRPs2rUL4IXBjuTkZLy8vICSkMjdu3fR0NBAV1cXXV3df3XLr7/yOiwuLqZPnz4MHDgQf39/Tp06Ja1r0KABycnJNGnShKSkJNzd3cut+JGYmCi9dmvVqoW1tTVRUVFoampSWFiITCbj2rVrFBcXk5SU9E+cir9t9OjR7Nq1i+TkZFxcXKhcuTI3btyQKlnVrl2bK1euACXnYMCAAZiZmdGkSRPGjx9P/fr1iY2NZdiwYVy9epW6deuSl5dHTk4O48aN4+TJk8TGxuLg4EBwcDC+vr6sW7cOS0tL3NzcpPBoYWEhN2/elM5vec/Xxx9//NbO04t07tyZ/Px8LCwspBDXmxYaGsrt27epVKkS1atXZ/LkyeTk5LB7924+++wzbGxs8Pf3x9/fnydPnpCYmIiNjQ0ZGRkcPnyY06dPs2bNGqKiojh16hQHDhygY8eO5OfnM2PGDGniU9Xqw93dXaoopdKgQQNycnIAGDp0KEOHDgXKDwYD5S4r3RbsVSxevJjFixe/cLuioiK0tLSYPXs2JiYm6OrqcvHixTLbpaSkSLdLtzcpHboyNzd/pTG+y54NOK5bt44NGzZIYUeV8oK2zy57XjhSeDtUAcfSLl++LFUvUz1vly9fplKlSqLd1TsuLi6O6OhoqdLdX1X6uxgfHx+CgoKwsLB4TaNU92zwz8nJia5du2JnZ8f69evZtm0bfn5+JCcnl3n9/Z+9Ow+oKf0fOP7uVhTJVpSlLJElKkukulIkGVkHkULJvg9NNGSmIoNhZuwhJusMMrIn19rMfIUYk2XkIkslooX23x/97plSDDP2eV7/yLnPPfc55957zrnn+TyfT40aNdi8eTMjRozg/Pnz7N+/n5EjRzJw4EC6detW6rWKZ9q8fv063333HVFRUWzZsoX169dz8OBBgoODOXDggBRcXdzMmTNZs2YNdevWxc3NjcTERCnY+N+6e/culSpVYs+ePa9lfYIgCIIgCMK7J0ZBBEEQhA9GWFgY7u7ury0wR5Xu/n0ubyAIH6PGjRtz7Nixd92ND8I/Hex43gBlWSnYFQoFtra2NGjQAGdn53/0ei/L1dWV3bt3I5fL0dHRKTODQlm6d+9Or1698Pb2LrHcwcEBDw8PIiIipGUrV65kx44dZGRk4Ovri4GBgTRbdtWqVVSrVu2Nbd/b9mzwx9atW4mLi8PFxYWzZ8/Svn37Eu2Ln+8sLS356aefqFixIrm5uWhqalJQUEBmZiYPHz4kJSXlrW7L2/RPPofp6em4urqSn5+Prq4uLVq0kB7z9vamb9++bNiwgfLly0uv8aLsHjKZjClTpuDo6IiamhrNmjVj6dKlDBs2jA4dOtCxY8c3uAdej8qVKwNQpUoVGjduzMWLF6lVqxZPnjyhX79+pKWl8fjxY+7cuQPAzZs3GTBgAKmpqUBRYNmNGzewt7fnwYMHVKlSBW1tbfT19XFwcMDU1JSHDx8yePBg0tLS6Nq1K6mpqUyYMIHvv/8eAwMD7O3tUVNTw83NDScnJ6lvL3q/3kcHDhx4p6+vCuS7f/8+cXFxnD9/noiICLS1tfn888+lAAwLCwtSU1NZvXo1EyZMoE+fPpw/f146tvTu3ZuKFSuSnp7+wQSX/R0vLy+uX7+Orq4uP/300ys//10EXb0NzwY4Llu2jLNnz3Lt2jUpwArK/p317LKygiOfDcgV3izV/gbK/K2ter87d+4slRNq3Lgxbm5uTJs2jQULFrztLgt/QxWQo8rMV5bnlYYqThWQExYWRnR0NLNmzXrdXS1FFfinypxz7tw5AgICyM7OxsLCgu3bt7N+/XpsbGwA+O233/j999+BosA/gNq1a5OWlsb169fp0aMHUHQOe9azmTabNWuGTCajVq1a0rpq1aolBZE+6/Lly1K5vbS0NG7fvv3aAnOmT5/OkSNH6Ny5M7m5uWRnZ+Pq6sqMGTPIzMzE09OTlJQUGjRowLp164iMjGT+/Pnk5eUxa9YsHBwc6NOnD5mZmejr67Nt27bX0i9BEARBEAThnxO/cAVBEIT3wrPpiuVyOfv37+fp06esWLGC3Nxczp07h6OjI97e3lhbW5dKGfzrr78yevRoTE1NuXz5MmfOnOHmzZsMHTpUuonh6+tLQEAAN27c4Pbt2zg6OmJmZkb37t2JiIjg2rVr0gCnIAjC26JKVZ6SkkKVKlV49OgRt27donHjxtIs18TERJRKJfXq1SM0NJSUlBS8vLxIT08nKSmJ7du3s3XrVg4cOMCFCxewt7fH0NCQzZs3U6NGDfz9/VFXV2f69OnUrVuX1q1bc+7cOf73v/9hYmJCjx492LVrF1WrViUpKQkbGxtu3rwplVmpUqXKv95OmUzGmjVrSix7NoOCqtRS8b8nTZrEpEmTAOjbt6/0uKWlZYksBVCUPUHVVuVdD3q/Kc8Gf0ycOJFTp07RtWtXqlatWqq9lZUVvXr1YurUqcyZMwdXV1cKCgqoVq0a27dvx9fXF7lcTqtWrTAwMHjbm/PW/NPP4bMBharyfM+2V3lRdg8AFxcXXFxcSjw+atQoRo0a9YLevx8MDAykbFVQlFUkPDycgIAAvLy8qFmzZolMVgYGBkyePJnExEQ+++wzoGig96uvvpKCQvLy8ggMDCQoKIjOnTvz5MkTtLW1ycnJkQbfBg0axKBBg4CiWerPBhqqyktUqVJFBIACERERyOXyvw1ILJ7JqW3btpiZmWFra0tOTg69e/eWPrcdOnQgMDAQNzc3zpw5g1Kp5N69e9J6ypUrx8SJE8nLyytRyvJDtn79+n/1/I/5/FM8wNHKygq5XI5cLn/ldZUVHFk8ILf4eV94M8zMzPDz8yMhIaHMkmuff/45np6eBAYG0qFDB4KDg4GiwLW5c+cSEhKCr6/v2+628JLi4uLo1q0b2dnZLFiwgClTpqCnp4eLiwvNmzfH19eX3NxcvL29GTZsGHPnzpXuxeTn59O4cWPOnTvHpUuXaNmyJVB0jRMbG0uXLl2YPXv2a+2vKhAsNzcXfX19LCws2L17N05OTlKA76VLl6hUqRIFBQU8ePAAMzMzTpw4USLwr7CwkPr163PhwgWaNWvG+fPnS13vPZtps3r16tJjz67reX1dvHgxhoaG5Ofnv9ZJX6osR6tXr0ZLSws1NTU6derE5MmTWbVqFU5OTvj4+EjZHxcsWEB0dDQFBQV069YNExMT9PT0iIyMfG7/BUEQBEEQhLdLBOYIgiAIJbzpMibP82y64qdPn+Ln58eff/7J7Nmz2bhxIxYWFkRFRaGhocGAAQNKpQz+6quv+Pnnn6latSrGxsYAhISEMGfOHOzs7Ojatas0m6lx48asW7eOW7duMXPmTLp3786PP/5ISEjIW91uQRAE+CtVube3N//73//w8fFh5syZ3L59W2rTvHlzQkNDcXJyIi0tjXnz5uHn54e1tTX9+/fnm2++oVatWqSlpTF69Giio6PR1tYmMjKSzz77jGHDhnHp0iW6dOnCmjVr0NPT48GDBxgbG1OtWjUWLlzIxo0bGTNmDM2bN8fb25tbt26JG7nvsbLKvfTs2bNUO1WwwsKFC0ssP3z4cIn/u7q6SuWthFf3MuUiirextbUtUfLmTRk6dCgBAQHUq1fvjb8WFAV5LFy4sEQmKyj6vK5cuZKBAwdStWpVZsyYgY+PD48ePUImk7F69eoS7X/++We+//57srKycHd3fyt9/xC8TIYDlYiICMzMzJ4bmFOzZk1pJr6npydqampUqVKFdevWcfToUYyMjKhXrx5t27bFzs4Oc3NzHBwcCAsLY8WKFQwePJiOHTtKgYDDhg1j79692NraMnHixNe2zcL7p6wAx2eVFeBY1rKyypwVD8j9L3hb54PnqVy5cpnBjKr3yMDAoFSQmaq/fn5+b7x/wj8TFxfHoUOHuHr1KlFRUQwZMgRPT09SU1MJDg5mxowZxMXFERQUxOjRo2nUqBHr1q3jyZMnrFq1ioSEBNzc3PDz88PQ0JC2bdty69Yt9u3bR6dOnThx4gTm5uacPHmyxISpf0sV+DdlyhSqV6+Ojo6OdN5r3bo1AwcOZMaMGZw+fZrjx4+/MJhcFdy3bt06ZDJZqcCz4pk2BwwYUCrg/+8EBQUxfPhwsrOz0dTUZPv27ejo6Lz6Rr/A9evXmTp1KllZWVy+fJnk5GSuXLnC2LFjgaLjcXJyMvHx8VKGpOTkZBo2bEiLFi0YPHgwrVu3ZsqUKa+1X4IgCIIgCMKrE4E5giAIH6lXuWlf3JsuY/I8qnTFUHRj4YcffmDjxo3IZLIyZx2VlTL48ePHUtrgRo0aAXDt2jWpFrilpSXXr18H/krZX7duXR48eEBqaippaWmvLe2wIAjCq1ClKv/xxx8ZM2YM8NcsTVtbWwoKCkhNTcXQ0JDLly9jbW1N9erVOX36NGpqaqSnp5OTk0NSUhIymYz169djaGhIYmIin376KQC//PILU6ZMITY2lt27d/P06VM0NTXR0NAgMzOTCRMmAEVBQidOnEBbWxtzc3PMzc2Ji4tj/fr1WFhY4O/vz7FjxzA3Nyc9Pb1E1hBBEP4b7O3tpSwqxUvnqbKkTJs2rcznACXKAe3cubNEm+JZVgYMGMCAAQNeS3/flVOnTjF58mQqVqyIu7s7CQkJBAYGSsdNe3t7hg0bhq6uLklJSWzevJn69esTGhoqZWpZsmQJrVq1wtzcnBYtWmBmZsalS5eoXLlyiWwF69atY/369WRkZBAcHEyTJk3Yv38/8fHx9OvXj4sXL+Lv74+JiQn29vYoFApMTEw4evQot2/fplevXgwcOFDKUDB+/HgmT56MqalpqWAze3t7oqKiyszupKmpSf/+/d/4vhWE/7J/+ltf+G95+vQpISEhLFq0iIMHD5KTk4ORkREtWrRgzpw5/PzzzzRq1IiZM2eyZcsWypUrx+bNm1m7di1du3alWbNmVKhQgcOHD0sBH/b29jx69EgqV3j37l0iIyNLTJj6t/dUVIF/ERERnD59msDAQAoKCqTH1NTUcHd35/z58yxZsoQtW7ZgYmKCiYmJtA7V9URBQQHR0dHIZDK6d+9eKkj5eUGAz7vOUQW7qwLTTExM2Ldv37/a3r+zfPlyfH19sbe3x9bWlsLCQimrkJmZGQUFBejp6dGiRQsOHDiAuro6ubm55OTkMHnyZGQyGU5OTgwePJiaNWu+0b4KgiAIgiAILyZ+xQmCIHxEFAoFrq6u9OjRgz179iCXy+nQoQP79+8HimbNtm/fnk6dOnH06FGePHmCm5sbDg4ODBgwgNzcXMLCwggNDSUoKEi6wfDzzz/z9ddfl9n+dVHdWICimyfLli1DoVCwevVqKVuDpqYm+fn5UvvNmzejUCiIjY2lbdu26OrqcufOHbKysvjzzz8BaNCgAbGxsQCcPXtWuhFT/Eamq6sro0aNkmqPC4IgvG2BgYF06dKFsWPHkpCQAPyVMv3BgwfI5XKCgoKYNGkScrmcwMBAMjMzWbRokXQcbN26NWlpaXh4eNCjRw+uX7/OypUrWbJkCRUqVGDOnDmUL18eFxcX5s2bR2FhIbm5ueTn55OSkoK1tTW6uroAVK9enUePHnHv3j1WrVrF0qVLWb9+PXfv3uXMmTMcO3YMW1vbd7a/BOF9deHCBXr06IGNjQ0ZGRm4ubkhl8txc3MjLy+vVPu7d+8ycOBAoKiUk4ODA3v27JEyxZQvX54HDx6wdu1atm3bxs2bN3FwcMDGxkbK8lfWsuvXr9O+fXt69epFYmLi29sBL6GwsJDu3bsjl8vJzMzExsZGCiB8kbS0NHbs2PEWevj67N27l5CQEKKjo6lfv36Zbe7du8f27dtZsmQJISEh3L9/n59//pljx46xa9cuqbRPYmIiK1eu5PPPPweKBg1PnDjB3r17gaJAJoVCweHDh1mwYAFGRkY4OzuzcePGMgOlVBo3bszBgwelchfHjh2jadOm5ObmsnPnTum88DJ8fHyoUaMGhoaGL/0cQfjQ3Llzh06dOmFra8uYMWNQKBT07NmzxLF/9OjR/P777wAsXryY7du3061bNwBmzJjB5MmTgb8mxaSnp+Ph4YG5uTnnzp0DIDQ0FDs7O+zs7Dhz5gwA5ubmuLu7M3/+fP7880+cnJzo2LHjCzO1Cf9dlpaWQNFviaioKClLmkwmIy4uDldXV3Jzc6XSt+PGjcPNzY2QkBCaN29eIpOdpqYmhYWFmJmZAaClpQVAVlYWQ4YMwd7envj4+BLZPv8tV1dX7t69i1wu55NPPgFgx44dBAcHM3z4cAYOHMj169dp0qTJc9eRkZFBx44dadeuHRYWFtSuXfu19e9t6d69O+PGjaN///6UK1cOgBEjRrBv3z46duyIt7c3MpmMKVOm4OjoSKdOnZg0aRI3btygY8eOWFtbo6+vT40aNd7xlgiCIAiCIAgiY44gCMJHJicnh7179+Lg4FCivrSTkxNBQUEcO3YMbW1tCgoKWLp0Ka6urri5ubF8+fISM5g//fRT5s+fT7du3dixYwezZ88mNDS0VHs3N7fX0m9VumK5XI6Ojg5WVlbI5XLkcrnUpnv37vTq1Qtvb+8yUwZ/8cUX9OjRAxMTE+rWrQuAr68vnp6e5OTk0KNHjzJvxHz66adMmTKF5cuXv5ZtEQRB+KcsLCw4c+YM/fv35/bt2zRq1Ag9PT10dHTQ09OjYcOGqKurU7NmTUxMTJg2bRpnz56lXLlyzJ07lw0bNmBra0t0dDQVK1Zk69atREZGcvfuXYKCgli6dKk08Kqjo4OdnR1JSUloa2tz5coVqR81a9ZES0uLhw8f4uLiwuLFi0lLS+PGjRvSDXkLC4s3PkNUEF4npVJJQkICDg4OL2ynUChQKBQlsre8it27dxMUFMT27dtp1qwZmzdvJjAwkO3bt5eaqWxoaEhmZibp6emcOnWKzp0706FDBzZt2oSZmRn29vbExMQQExPD7NmzmTt3bqkSnWWV7fz6669ZuHAh7dq1w9zc/B9tx5uiKt23Z88eTp06hZ2dHfPmzXvhcwoLC3n48CE7duygT58+b6mn/96YMWMIDAxkzZo1eHt7S8sLCwulrGgtWrRAQ0MDCwsL/vzzTxISEoiLi6NTp04l1mVqakrFihWl/6uOxdra2gAcOHCAJUuWUFhYyK1bt0qVGVJTU+PXX39l8uTJnDhxAgcHBxo2bMjJkyc5ePAgurq63L9/n+TkZNTV1SlXrhzh4eEUFhbi7e3N1atXqVChgnTc/+KLL6SsOV5eXkRFRXH+/HkAoqKipOwKgvCx0dPT49ChQ2hoaODu7s7Vq1eBv479hw8fZvDgwWzZsoXAwED27dvHrl27OHbsGJcvX+bmzZtoaGhw+/Zt6TfrvXv3+PXXX4mNjWX9+vXUqVOHOXPmEB0dTfXq1Rk+fDgREREkJiZy6tQpKlasWGZpZ5H9VSguLi4OFxcXsrKySE5O5tGjRzg5OXHx4kUsLS356aefuHjxIr6+vri7u3P27FkePHjAwIEDOXDgAOvWrUNNTU0qdf7111/Trl27Eq9RoUIFNm/ejKGhIfn5+WVmO/6nnlcyT5WVTU1NjUGDBr1wHbq6uhw/fvy19akshYWFjBkzhsuXL6OtrY2RkRFjx47FzMyMxYsXU7duXeRyOV5eXqSnp9O0aVOWLVvG0qVL+eGHH9DW1mbhwoVSpmeVevXqSRl6yspsvX379hL/d3FxwcXFpcSyN73tgiAIgiAIwqsRgTmCIAgfmVatWnH//v1S9aVTUlIwNjaWbt7LZDLi4+OJjY1l5cqVPH36FDc3NypXrgwUzZ69du0au3btIi4ujvr165fZ/kUCAgJKpAB+kefddCnu2TTDzw4It27dmtjYWDIzM3FycgLA2NgYhUJRql/P6tq1K3p6en/bT0EQ/p5SqcTf31+6kSi8PJlMxtChQ+ncubO0D21tbaXjVkBAAGFhYSiVSsqXL090dHSJ569duxZXV1datmzJ/fv3CQoKokuXLkRFRdG0aVNMTU2JiYlh9erV3L59m4CAAGxtbRk2bBjx8fFcuXIFhUJBVFQUN27ckIJ8lEolhYWFGBsb88cffwBIA7DCxyksLIx79+6Rn5/PzJkz/9E61q5dy/Dhw1+qbUBAAEOHDi1VYuB1UiqVREdH/235XXM2AAAgAElEQVRgzr+hCpaoXbs2SqWSNm3aANCmTRtiY2PLLCHQp08fdu3aRXR0NP7+/lStWpXU1FROnTrF9OnTiY6O5tatW9SpU6fMEp1lLUtISMDS0hINDQ1atmz5xrb3WaoSScU9O2AFcPr0aby9vbl06RK3bt1CQ0MDHx8fhg4dSnZ2Nq6urvj6+hIQEMCNGze4ffs2DRs25NChQ9jb2/Pjjz+ir6//1rbrn6patSrLli3jzp07eHl5UatWLaAos5Lqffn999/Jz88nLi6Ohg0bUr9+fdq2bSsFzKsyVD5btubZwc+5c+dy9OhRsrOzsbGxwcvLi19++UXKNlm5cmVSU1PJyspCJpMxcuRIVq5cKQ22NmnShL59+3L27FksLS359ddfGT58ON9++y02NjaEhoZKpUSgaGA0ICCALl264OXlRUBAAAcPHqSgoAAXFxfpd4jqnOLt7f1K1waqclkaGuK2lfB+SU1NZfTo0aSlpaFUKmnUqFGJY39aWhqurq4EBASgVCoxNDRES0sLGxsbjh49Svny5SlfvjyHDh2SSjmbmJigpaUlPT8hIYGHDx/i7u4uHTehZIDes6WdVecJQVDR1NRk3rx56Orqsnr1ar755htat25NeHg4v/32G66urhQUFFCtWjW2b9/OiBEjpMlRycnJBAcHU6NGDWlyVJcuXXB2dmbcuHHSPZ5Tp06VmjClo6Pzxrdt+/btfPPNN+zateuNv9bfiYyMxMjIiOXLl7Nv3z5Onz5dKjBv5syZ+Pn5YW1tja+vLzExMezatYsjR46gra0tZUoVBEEQBEEQPm7iDocgCMJHRiaTlVlfWk1NjZs3b/L06VO0tLQoKCjA1NQUR0dH+vbtCxTd+N+4caO0LlWKfNWMpLLav09OnjzJrFmzSE9PZ9asWS/1nEuXLuHt7U1wcPAb7p0gCMI/k5SUxPDhwwkODubWrVtMmjSJ8ePHl2p37tw5MjIyAPjjjz+kkn4qpqam/Pnnnzg7O1O3bt0SGcS8vLyYO3cuISEhpWbCFmdoaIiFhQV2dnY0a9YMTU3N17SVwvvIwMCAoUOHllhWUFBQKkDgeV42MKf4YP+btGrVKk6ePElMTAzNmzfn3Llz6OrqsnHjRipXrszw4cO5efMmxsbGUhaD/v37k5SURPny5fnpp5/Yt28f9+/fZ+zYsZw7d441a9bw3XffSa9RPFhCW1ub2NhYunfvzunTpzExMSmzX3379mXw4MHk5ubSoEEDAOrWrUt0dDR+fn58++23VK9eHfirRKdcLufs2bOMHz++zGX169cnLi4OKysrLly48Fr236u898U9O2B17tw5qlatSmhoqBS0ERgYyNixY0tk/hk8eDBQFCy+bt06lEol6enpH1TQ58qVK9mxYwcZGRn4+voSFhaGi4uL9H4C0qBnSkoKGzduRF9fXyr1pa6ujoODA1988cULX0ehUPD48WMMDQ3R1tamatWq+Pv707VrV5ydndHQ0KBVq1asWbMGY2NjNDU1+fnnn4mJiSEnJ4eOHTty48YNvv32W7S0tPjtt98AuHHjBo8fP0ZNTQ1zc3Pmz59P165duXnzJhMmTCAnJ0cK/Llw4QKBgYHcuXMHNTU13NzcSEpKorCwkPbt27/0Piv+Ofu7Y4NqIFNNTe0ffz4F4WWdOnWKyZMnk5qailwux8jIiD/++IP9+/djY2ODUqkkJCSESpUqsXjxYho0aEC7du3Q09OTyva1bt2aSpUqoaGhgUKhoF+/fkRGRvL06VOqVatGbGwsZ86c4eHDh+jp6dG+fXtiY2OlgNLs7GycnJzIzs4mPz+fzZs34+fnR8WKFZk1axYHDx4sEQgZHh5O1apV3/GeezMiIiKQy+VUq1btpZ+jUCgwMjKiQYMGhIWFkZeXVyKb2cekrAlSxc+fVlZWHD58uMTjxUtXqRSfHKW6DwRIQbgmJibvJINm3759S/TnXYqPj2fLli0cOHCAvLw8rK2tOXv2bInAvPj4eD7//HPU1NTIyMjAysqKOXPmMHr0aMqVK8dXX31VZvC2IAiCIAiC8HERgTmCIAgfIVV96datW5OYmIiOjg7fffcdmZmZ6Ovr06BBA7799lsMDAwYOXIk3t7e1KtXj8WLF7NixQrS0tI4dOgQM2bMwNLSkq+++oqgoCCaN2/OTz/9xJw5c8jKymLNmjWsWLGCpKQk9PX1CQ8PJz09nb59+6KtrU25cuVeKlvO69KxY0eOHj36Ss9p0qQJJ06ceEM9EoQP2507d6TB4pYtW9K/f3+++eYbCgoKePDgAQcOHEBTU5NPP/2UnJwcqlSpgrOzc4nvfWRkJPPnzycvL49Zs2bh4OBAnz59pOPRtm3b3t0GvkeKpypXUf3fz8+PuXPnYmBgwI0bN0o9rnLu3DnGjRsHlExlXvzGfFnHO9UyPz8/admz7evVq0dYWBhQlNlEQ0ODrVu3kpCQ8E82V3hP5eTk8Omnn5KdnU3VqlXp2rUr7u7uhIeH0759eywtLdHW1sbPz69UOv579+4xbNgwnjx5grW1NfXr1+fChQvY29vz3XffERcXx/fff4+6ujrLli3D3Ny8xDpnzJhB5cqV2blzJ3PnzkVHR4fPPvusVEr+f8PHx4cGDRrQs2dPVqxYwbFjxwgPD2fFihV06tQJdXV1oqKiCA4OJicnByjKHFShQgVCQ0PZunUr7u7u9O3bl7Fjx7J169YXZg+sWrUqUVFRyOVyDA0N8fX15eTJk6Xa6erqoqWlVaL0T4cOHUhOTkZNTQ0dHR0psKGsEp1lLfvss88YNGgQNWvWfKWBHoVCwcKFC8nLyyM7O5sFCxYwdepUqlevjouLC0ZGRvj7+wMQGBhI586diYyMZPbs2bRp04a8vDygZLaTSZMmoaOjw86dO7l8+TLlypXD2NgYgPXr1xMdHc2pU6fIz8+nevXqdOrUiTt37rB06VL27dtHQUEBBw8e/NvMiu+jZ7M9DhgwoMTjSqWSOnXqlDqeDxs2jGHDhpVYVvz4rToew1+l10xNTbl06RJBQUGYmZnxv//9DxsbG5o2bcrevXvZunUrjx49orCwkJycHOzt7TEyMuLSpUts3bqV6tWrk56ezsGDBxk8eDCffPIJK1asQE9PD0tLS6ZNm8bIkSPp2rUrderUkbKp2djYSH1xcnLCysoKc3Nzxo0bh7GxMX369OH06dPs3buXO3fukJGRQevWrbl37x7lypXj119/5dq1a7i7u5Ofn0/Tpk3Jzc3l5s2b2Nrakp2dTXZ2NtWrV8fCwoKLFy+SkJCAkZERFSpUkAIe7ty580EFbQkfnr179xISEkLlypXp168feXl5dOjQgebNmxMTEwNAVlYW06ZNQ0tLS8oy5ebmxoEDB2jUqBGZmZns27ePe/fu0bt3b3r37s22bdt4/Pgxbdu25erVqzx48AAHBwfq1KnDoUOHqFmzJmvXruXLL7/kxo0bREREULduXT755BMGDRrEpUuX0NfX59SpU6UCIVesWFHi+u5jEhERgZmZ2SsH5tja2kpBsILwOpiamuLh4cHUqVOBoglss2fPZtq0aXh5eUlt3N3dad26NQB5eXnk5uYSFhbGpk2bCAsLw9fX951tgyAIgiAIgvB2iMAcQRCEj0jxwVcXFxcqVKjAvHnz2Lt3Lw4ODsTFxVFQUEC3bt2ws7OjXbt23Lp1C21tbQoKCli6dCkTJ07Ezc2N5cuX88cff7B27Vry8vKQy+XMnz+f8PBwhg4dyuzZs4mMjMTV1VVq/9NPP3Hr1i28vb0ZPHgwXbt2fbc7RHjviNnMHxY9PT0OHTqEhoYG7u7uXL16FYDdu3cTFBTE4cOHefr0KR06dODzzz9n9OjRJZ5fUFDAggULiI6Olo49JiYm6OnpERkZ+Z9K2a1QKFi8eDGFhYVSCYS1a9eipaVFZGQknp6e7N69GzU1NXr37s3AgQMZMmQIBQUFNGnShMTERNq3b0/FihXJz88nNzeXQYMGERoayt27d9m7dy/jx49HQ0ODadOmMX78eLZt20a5cuXo0aMHhw8fRltbmxUrVmBqavqvtmXmzJnExMSgrq4uAqs+MhEREVhZWTFz5kx8fHxKPHb//n1mzpxJnTp1mDp1aql0/Fu2bGHy5Mk4OTlJx/oNGzagUCjIz8/Hy8uLkydPcvv2bcaNG0dkZGSJdaps376dbdu2Ua9evTd2jChe+qlNmzYcPXoUY2NjLC0tgaLSmDExMeTn5zNt2jQuXLjA48eP6d27N9ra2tSoUYObN2/y66+/lsi4V/w6TJVpaMSIESVe+3mBcpqamlKGQigZmFE8m2FZJTrLWtawYUN+/fXXV9sx/+/p06ccOnSIrVu3cvDgQZKTk4mKikJdXR1bW1sOHjwIgLOzM507d5ZKKD18+JBOnTqVWp+2tjYeHh6cOHGCDRs2oK6uTkBAABcuXOD+/fsMGTKEwYMH069fPy5cuEBycjLGxsaMHDmSrVu3smrVKhwdHblz546UnUUo7dlSOlCU8Ua13MLCAij6rKmy84wePZrly5djbW0tlXR1dHTk8ePHjB07lvLly9OiRQseP37MwIED+f333wG4d++eFMyWnZ0NFH0OVWXvmjdvzuLFi7l37x7ly5dHX1+fiIgIevfuzfbt2+nfvz9fffUVw4YNY+rUqfTr1w8NDQ0pw06jRo0wNjZm2bJlrFy5kpiYGE6ePImenh4nT55k06ZNbNy4kT/++AMnJyd69+6NtbX129vZwn/SmDFjCAwMJD09HU9PT6pXr87YsWO5dOkSycnJANja2jJ8+HAUCgWNGjWiWbNm1KlTh4cPHxIfH0+tWrWYPHkyAL1796Zly5Z88cUXdOnShZ49e5KQkIC5uTmampqYmJgwc+ZMGjVqJJ036tSpU6J81cqVK1m+fDkzZsxAR0enzMwd75uCggJ8fHy4evUqFSpUYOrUqaUCPu3t7bG2tiYqKopRo0bh5eWFp6cnSqUSmUzG+vXr2b9/P/Hx8fTr148WLVowd+5cMjMzmTBhAh4eHgQEBJCYmIhSqaRevXosW7aMsLAwdu7cSefOnWnRogUAISEhmJmZ0b17dyIiIrh27ZoUYCG8e0qlkoSEhDdahvTfcnV1ZcKECVIfJ02axODBg7G3t2fz5s0AzJgxAx8fHx49eoRMJmP16tUEBARw/fp1srOzWbdu3bvcBEEQBEEQBOEtEYE5giAIH7lWrVpx//594uPjpZnYycnJpKSkYGxsLNWsl8lkxMfHExsby8qVK3n69Clubm5UrlwZKCojcO3aNZ48ecLt27epX79+me0TEhKkmT+qQa/nmTRpEgsXLkRdXf3N7gThjZg2bRqenp7cuXMHX19fzp49i6enJw0aNCA6OpqnT5+yYsUKLC0tsbe3x8rKijt37tC5c2cOHjzIo0ePUFdXp1u3bmzevJnGjRsTGhr6rjfrnSmeWv3fsLW1fW1ZoFQBJGlpaSiVSho1alRq4O/u3bu0bNkS+GvQT6WsY0/Dhg1p0aIFgwcPpnXr1kyZMuW19PVDUFhYyK5duwgODua3337j8OHD+Pj48OWXX9K4cWNSUlI4dOgQfn5+aGhoUKlSJa5evYqPjw93795ly5Yt+Pv7k5iYCMCuXbvYvHkz8+bNw9LSkooVKzJ9+nQGDhyImZkZPj4+2NnZMXLkSG7cuIG6uvprKRkUEhLyr9chvJ8SEhJKBKcUV6NGDSmApqx0/FeuXCEoKAigVACm6ppDU1OTevXq8ejRo1LrVPH39ycwMJC8vDxpQPJ10dTUJD8/nwYNGkjBJadPn6Zhw4bUr1+fI0eOAHD27FmgKAtVZmYmx44dY/Xq1dy+fRuAQYMGMXXqVKysrEqUrvqnfHx8qFGjBoaGhv96Xa+D6jNgYWHB6tWrMTc3l67V1NTU0NXVBZCWyWQydHR00NHRQV9fX2qnUr16dZRKJUeOHGHMmDH06tULNTU14uPjiYuL4/z585w4cYKGDRvyzTffkJSUhLu7O/Xq1cPc3Jx58+Zx5MgRAgICePDgAf369WPVqlWvlCXhfVVWtrR/qvg+VwW1GRsb88cffwBw/vx5oOh9TUtLk4K5li9fjkKhwM7OTnp+hQoVpHO6TCaTshXZ2toCRcFWR48e5dq1a1LwWbVq1aQsSUuWLKFOnTpYW1szevRorl27RkpKCtra2iiVSq5du4adnR0pKSlUqFCB2rVr06RJE+naoEaNGpQrVw4zMzOUSqX0mXv69CkDBw7k4cOHQNGxBUofrwThTahatSrLli3jzp07eHl5Scds1XkE/voenj9/nj179kgZwQoLCzE1NcXJyUkqf5ibm4u6ujoymYy0tDTs7e2l7JIqz55jTE1NWbx4MYaGhuTn56Ompsby5cul825ZmTveN7t27aJGjRpSRiG5XF4q4BOKSkkGBATQpUsXPDw8SExM5OjRoxQWFqKmpoazszP+/v6YmJiQlZWFs7MzeXl52Nvb4+HhARQFCYaGhuLk5ERWVhZDhw7F1taWzp07S5nHBg0axMyZM+nevTs//vijuM59zyiVSqKjo/9RYM7bmhSkpqZWoqwpFJUVHjBgABoaRUMv+vr67Ny5s0Sb9evXv/G+CYIgCIIgCO8XMWVdEAThIyeTydDT06NFixYcPnwYhUJBXFwc+vr63Lx5k6dPnwJFNy1MTU2ZPn06CoWCX375hTFjxpRY17M3C8tqX79+fW7dugX8NbD1vIHgxYsXvzAo53UMIAtvTocOHTh58iSnTp3C0NCQ9PR0kpKSmDZtGkePHmXjxo0sWLBAat+7d29p8ElfX589e/ZgYGDA06dPOXbsGDdv3uTBgwfvanP+sXPnzr2W8hoKheKVywL909d+2e/Wpk2b6NWrFwqFAhsbGzp27Fhq4E9Vrgb+GvRTKevYk5OTw+TJk9m4cSP79+8nKSnplfv/oVIFNdWqVavE31paWmzevBkDAwMGDhzI9evXuXbtWqkAiWez08yZM4eZM2dy6tQpkpOTqVSpErq6utSqVYtatWqhoaFBTk4Ourq6JQbQBeF56tevT1xcHPDXOVyl+GfH1NSURYsWoVAoOH36ND179sTU1JRffvkF+OsYozpe6Ovro1Qqyc3NRalUSkG/ZX0ejY2NCQ0NxcfHh0WLFr3W7TMzM+PkyZMsXLgQbW1t7Ozs2LRpE6NGjaJdu3ZkZ2fj6OjIlStXpO38888/cXZ25rfffpPW4+joyIkTJ15YxupVrFq1isWLF/+rdaSlpbFjx46XaqtUKqWMPuPHjy/1uOozEBcXh6OjY4n3qaCggMePH/P48WMpe01BQQGZmZkkJiZKgRKVK1fm7t273L9/n3v37vHdd9/h4ODAihUrmDBhAhs2bMDU1JSePXty48YNFAoF27dvZ8uWLTg7O+Pn50d+fj7btm0jKiqKlJQUzpw5w4EDB/jpp58+iqCct8HQ0BALCwvs7OykrEfPY2VlhYuLC23btv3bIDErKyvkcvlzZ/j7+Piwc+dOBg0axK1bt2jevDmzZ88Gij4vMTExHD9+nPbt21OpUiVycnJo3769dG2gKommpqZGgwYNyMjIAEBLS4tt27YxdOhQVqxYQe3atQFxbhPejpUrVyKXy/nkk08YOnRoqfNIcS1btmTo0KE0btxYWmZubo6BgQH29vZ06tRJ+v5YWlqir69P+fLl0dDQoEOHDs/tQ1BQEMOHD8fBwQEXFxeysrJKPO7q6opSqcTBwQEHBwf27dv3GvfA63HlyhVpG2UymRTwWfx6FYrO2eXLl0cmk6GpqYmnpyfu7u74+/uX+i0TGxtL586dcXR05OLFiyXWAUXX26qg4GfVrVuXBw8ekJqaSlpaWqmAYeHdWrVqFT/88AOOjo58+eWX2Nvb4+DgIF1XOjo6IpfL6du3L/n5+SiVSjp16kS/fv0ICwvD09OTjh070qlTp7d2f+n48eN4eXkxYcKEt/J6giAIgiAIwodDZMwRBEH4D5DJZEyZMgVHR0fU1NRo1qwZS5cuxc/Pj44dO1KxYkVmz56Nj48PI0aMYNmyZRQWFjJ37twS6/n0009p2bIl8fHxACXap6amSgE56enpHD58mNu3bxMTE0OtWrXo0aMHCoWC+Ph4TE1N6dOnDwcPHsTNzY358+eTkpJC48aNWbVqFZ6enqSnp6OmpsaTJ0+4desWmpqaODo6sn//fg4cOMD8+fPJy8tj1qxZODs7v/V9+jEJCwvDw8PjlQc1bGxsmDZtGgUFBQwePJhdu3ZRs2ZNfvjhBzZu3CjdaFUpPpv5eQEKDx8+/OAG27Kysli1ahUbN27E3d2dH374AV1dXZKSkti8eTP169cnNDRUmhG3ZMkSWrVqxfLly1m/fj3a2tqlUqsPGTKEiRMnkp2djaurKzNmzCAzMxNPT09SUlJo0KAB69atY9y4cZw4cQKlUklAQIA08xNg3bp1rF+/noyMDIKDg3FycmLo0KHo6Ohw5coVaWbqizg4OODh4UFERMRz2/Tq1YtPP/2Url27oqOjg6ampvRYWceeiRMn4uXlRV5eHg0aNKBGjRr/fOd/YIp/H4r/3aRJExo0aMC0adMYOnQobm5uNGrUiOPHjwNFARJqamps27aNJk2aAEVZAywsLPD09GTBggWEhYUhk8mkgXLV+o2MjHjw4IE0Y1SUkxNepFevXvTr14+uXbtStWrV57YrKx3/559/jqenJ4GBgXTo0IHg4GDq1q1L3759CQoKYty4cdjZ2SGTyVi6dOlz1x0QEMAvv/xCRkYGCxcufK3bV7lyZY4dO/bcx4sfQ1Wel4HMzMwMc3Pz19W1f00VmNOnT59Xet6zM7yhKLOQs7MzT58+ZeHChSUGOWfNmoWTkxOFhYV8+eWXAPj6+iKXy2nVqhUGBgZA0TVijx49sLW1lbLoBAcHM2LECKlk38SJE6VBajU1Ndzc3HBycpJeKz09HVdXV/Lz89HV1ZXKjgillVVGTSUgIAANDQ22bt1KQkICfn5+JR5XZc553vet+HdA9ffq1atLtSteTk1bW5vw8HAWL17MunXrOHr0KJMnTyYiIoJatWqRnZ1NlSpVqFGjBu3btycpKYkffviB6OhoGjRoQGZmprQuX19fzM3N6dChA/3792fUqFEkJCRw+PBh8RtAeKsmTZrEpEmTpP8PGDCgxONVqlSRJiE87zs5c+ZMqeSbypw5c6S/T548Kf1d/Jyk+n6ZmJiUCrYp3q6szB3vG1Ug7yeffEJBQYEU8AmUKFdY/Fo5Pz8fNzc3PDw88PHx4X//+5+UBS8iIoIVK1YQGhpK7dq1S2Tae3ZCgeo5CoWC5ORk6Xenq6sro0aNokePHm9684VX5OPjQ4MGDRgwYADff/+9dE9p7ty5rFixgsjISLS1tfH39yc6OppGjRpJJTgLCgrYuHFjiUxLb4OdnR0xMTFv5bUEQRAEQRCED4uaKsXx+6BNmzaFp0+fftfdEARBEP6B2bNns3HjRv78808cHR2pWLEiJ06cICUlhStXrrBgwQKsra1JTU3l/PnzhIeHY2trS9WqVcnJyWHdunWMHTuWnTt3oqOjw/fff8+wYcNo27YtHh4e9OjRg4CAANauXYuDg4N0o6Vbt24cPnz4XW/+B83e3l4qPfCqnJycqFOnDrNmzaJXr16MHj2aZcuWcfbsWam8gUKhKPEaYWFh5OXl4e3tTUBAgJROfOjQoVI68g/JkCFDALhw4QINGzZkz549hIeH880333DlyhUOHz6Mv78/SqUSExMToqOj2bp1KyEhIWRmZtKqVSu0tLTQ0NDgxIkTaGlp0ahRI1auXMmyZcvw8/PDwsKCtm3bkpWVRWxsLBUrVmTatGn4+vrSs2dP9PT02Lp1KzExMVhaWtKhQwfmz5/PZ599xsWLF4mPj+fKlStMnjyZrl27vrYsDyp5eXloaGgwevRoPDw8sLa2fq3r/xgoFAqioqIIDAws9R2wsbFhzZo17N69m5ycHLS0tOjYsSPnzp0jJycHTU1NatSowYULF6hUqRJGRka4urqycuVKypUrR3Z2NkePHsXDwwNtbW0sLCxQKBT07NkTb29v+vfvj0wmQ1tbmxUrVmBqavqud4cgfLAePHhA3759GTlyJAMHDnynfTl16hSTJ0+mYsWKXLp0ifz8fJo2bcrXX3/NkiVLCA8PR6FQoFAoCAgIYNasWRw5cgRLS0seP35MWFiYVP4wLi6OMWPG8PDhQxo1asSuXbve6bYJr4+vry8xMTGoq6uzbds2KVBKEJ6n+HXKs+7du8eaNWtKBZcIwssqKChgxIgRXL16FR0dHSZOnMjs2bOlgM+uXbuW+O1ob29PREREiUDN7du3s3fvXpYvX05WVhaurq5s2bIFCwsLzp8/z9mzZ0v9zgwICOD27dvMmDEDmUxGmzZtMDU1xdvbm4cPH1K3bl2USiV6enrvehcJxSgUCilT3tatW6WMboaGhqxevRofHx9u375NUlKSNPFsxowZbNq0CYANGzZw8OBBjI2N+eqrr977CQqFhYWMGTOGy5cvo62tjZGREWPHjsXMzIzFixdTt25d5HI5Xl5epKen07RpU5YtW/auuy0IgiAIgvCfpqamFltYWNjmZdqKjDmCIAjCa3H37l0sLCwAkMvlhIeHk5eXh6OjIwCZmZlcunSJmzdvkpOTw/79+3n69Cnnz5+nevXqtG7dGplMJpVjWbFiBevXr+fRo0dER0eTk5ND3759uX//PvHx8VLt+eTk5Lc6++lDU1BQgI+PD1evXqVChQqkp6dLs53t7e2ZP38+586dw9HREW9vb6ytrRkzZgzZ2dl06dIFf3//F67f0NCQFi1aUK9ePVJSUujQoQOnT59GLpcjl8vfxia+cz179mTu3LlcunSJ7777jrS0NIKDgzl58iRt27Zl7dq1xO84Md4AACAASURBVMXFcefOHSpXrkzTpk358ssvsba2JiIigpkzZ1KnTh2sra1xc3NjwoQJeHl50aFDBy5duoS2tjY//PADc+fOJTExkW3btlGvXj0KCwvx9fUFijLbqMqGpaam0q9fP4KCgjhw4AB169aVAjKgZOai16V79+5kZGRgYmIignKe43kzpwMCAgDo0qULOTk5yGQyNDQ0cHd3Z/bs2Wzfvp39+/cDSAPoKl999VWJ13hegHvxEjyCIPw71apV48iRI++6GwDs3buXkJAQ7O3tuX79Ol988QXh4eEolcpSbe/evctvv/3G8ePH2bRpU6msaV988YUUYO3p6Ulubm6JDGjChyskJORdd0H4iBgYGPzngnL+zSQGoTSZTMaaNWuk36nBwcFUrVqVqVOn4u/vz+zZswkMDJSCcqytrenSpQujRo3Cy8sLT09PunXrhkwmY/369VhZWREREYG7uzstWrRAqVTSpk0bJkyYQOfOnaWsYd7e3tSrV49Dhw7RuHFjKaOkSteuXUVQzntIU1OThw8fkp2djZOTk5QRKjc3l59//pnGjRuzadMmZs6ciWrysSr4Jj8/nwEDBpTItNSuXbt3ti0vIzIyEiMjI5YvX86+ffs4ffo0W7ZsITAwkH379rFr1y5mzpyJn58f1tbWUvCt+A0uCIIgCILwYRC/KgVBEITXwsDAQEqxfeLECUxNTZHJZNKyli1bolAouHPnDt7e3syaNQstLS3atGnDxo0b0dbWZsOGDYSFhVGhQgWmT59O3759efLkCa6urhw6dIhx48ahqalJixYtOHDgAOrq6uTm5oqgnBfYtWsXNWrUIDQ0lIKCglLBMlZWVlhYWEg3mwcMGMCaNWuoW7cubm5uJCYmUqdOneeuX1WeCeD27dvA35c3KCsoAcouIfIhqFSpknRzODg4mJs3b9KmTRsuXLhA/fr1kclktG3blps3b3L8+HFyc3Oxs7Pj7Nmz6OvrU6dOHQoKCkhNTWX16tXs2LGDP/74g7Fjx7Jo0SJ69erF559/TrNmzahduzaBgYHk5ubi7+9PTk4OAEqlEplMxv3793n8+DFyuRwPDw+qVKlCfn4+9+/f58GDBwBvZJbggQMHXvs6/4tSU1MZPXo0aWlpKJVKGjVqRKtWrd51t4T/qMLCQj755BPS09M5cuQI6urqL2x/7tw5CgoKxGf2LRozZgyBgYGsWbOG8ePHS8ufLd0BcOPGDVq2bAkUBWg+G5jz8OFD6tWrR7169bCzsyM5OZnatWu/ha0QBOFNeTbzwsCBAzl//jwhISG4uLiwevVq1qxZg1KpJDExESMjI9auXSs9Pzc3F2dnZ3Jzc9HX12fbtm3cunULf39/wsPDsba2pnXr1pw4cYJ58+aVKC02fvx4vvvuuzIzYhbPZPIxEmVDX05Zv1NV5yZnZ2fp89G/f38CAgLo0qULHh4eJCYmlihN5OzsLH3GsrKycHZ2Ji8vD3t7ezw8PABo3rw5oaGhODk5kZWVxdChQ6XP4KVLl/D29iY4OPid7Qvh+czMzDh06BCZmZkYGBgQGRnJw4cPMTAwYN26dQQGBvL9998jk8kwMjLCzs6OjIwMOnXqRKVKlbh06RL6+vofTEnM+Ph4tmzZwoEDB8jLy8Pa2pqzZ8+iVCoxNDRES0uL+Ph4Pv/8c9TU1MjIyMDKyupdd1sQBEEQBEF4SeKXoiAIgvBa2Nra8ujRI/T09IiLi6NNmzZoa2tjb29Pp06dqFy5Mq1bt8bBwYEzZ84waNAgNDU1cXFxoV69elSpUoUZM2bQo0cPatasyc6dO3F0dKR79+4A6OvrU758eWQyGVOmTMHR0ZFOnToxadKkd7zl77crV67QoUMHoGRAxvNKWV6+fJkhQ4Zgb29PfHy8FGwjPN/u3bvZsGED8fHx2NvbU716dY4fP86ECRMYOHAgFSpUoHv37pw9exa5XM6MGTOoXr06ffv25ffff6dTp05cvXoVS0tLypUrh4ODAxs2bODHH39kwYIFNG/enPbt2wMQGxvL1atXSU1NZdGiRbRv357169dz9OhRjIyMmD9/Ptra2qirq2NnZ0daWhrm5uZYWlqKm80fgE2bNtGrVy8UCgU2NjZ07NixxPdWBCEKb9Pdu3epVKkSx44dKxWUc+/ePYKCgkosO3fuHGfOnJH+fZHiM9SFf65q1aosW7aMkJAQfH19yc/PB6By5crcu3cPKCqzCGBsbCz9ffbs2VLrqlKlCkqlktzcXBISEqhRo8Yr92fSpElSH15G8QCAD5mqVJggvG9UmReio6MZN24ciYmJJCUl4ePjQ48ePahbty4AjRo1IioqivLly/PLL79Iz9fQ0CAyMpJjx47RtGlToqOjS6w/NTWVWbNmsWfPHlauXFniMVVWi/eBqrxnjx49sLGxISMjAzc3N+RyOW5ubuTl5TFt2jR+//13Dh48iKWlJQCenp4kJycDRVnF2rZty5o1awD49ddfsbe3x8bGhnXr1gFFmXWmT5+Oh4cHT548wc3NDQcHBwYMGEBubu672fj32LO/U9XU1NDV1UVXV7fEdYeZmZl0H0BTUxNPT0/c3d3x9/cvdT0RGxtL586dcXR05OLFiyXWAVCrVi0ePXpU4jlNmjThxIkT/5lsrx+aypUrs23bNiZPnkxERAROTk6kpaWxc+dOwsLCOHPmDLdu3SI5ORlnZ2cSEhJYvHgxycnJ7Ny5kytXrnDy5En27dtHhQoV3vXm/C1TU1M8PDxQKBScOHGC4OBgrKysmDZtmlRC1dTUlEWLFqFQKDh9+jQ9e/Z8x70WBEEQBEEQXpbImCMIgiC8FuXKlWPEiBEEBgZKy/5ukGLy5MkAeHt7l1geExMj/V18Br5CoSAqKorAwEBcXFxeX+c/Yqampvzyyy988sknFBQUUFhYSHZ2NpcvX5baaGpqkp+fj4aGBqampixevBhDQ0Py8/NFIMBL6NevH1WqVEGhUDBgwABiYmIwMTEhPDwchUJBfHw8w4YNk/ZrdHQ0y5Yto127dmzatEkqifL999/j4+ODQqHg2LFj7N69m4CAAFJSUti0aRPr1q0jIyODX375hbt37/LZZ58BULduXQIDA0lLS6NWrVrs2rULgI0bNzJhwgQuXrxI+fLl2bdv3weblei/wsHBAQ8PDyIiIsp83MrKil69ejF16lTs7OzeSB+KH2efR6lUSrPli7O3ty+RHUv4sE2fPp0jR47g5eVFVlYWSUlJ6OvrEx4ezr179zh48CC7d+/G1dWVGTNmsGrVKlJTU6lWrRpNmjTBxsYGb29vAgICpDJuixYtkjI45OfnExISQn5+PrNmzSqRaeFDFxYWhoeHBzKZjHnz5jFkyJA3kn1m5cqV7Nixg4yMDHx9fVm7di39+vVj1apVGBkZ0blzZ0xMTDAwMMDQ0JDWrVtjZ2eHubl5qXV9+eWXDBo0iPz8fMaOHfvCMlbPywaxePHiV+r/2rVrGT58+Cs9RxCEl1dW5oWRI0fSrVs3li5dKrVTBaJYWPwfe2ceV1P+//Fn2xCRCJGUJUuR0CRK3RaiEhGGLGljYuwNBmmM7OuMsYaMfRdZopTIYKKSKUtDDNFCSdF67++PHvf8umq27zCYOc9/uvfcc06fz+fce8659/36vF6mHD9+nBMnTlBeXs6OHTvQ1tbm8uXL5ObmEh4ezg8//MDLly/p0aMHmZmZhISEMG7cOKKjo7G1taVjx458++23CvGbK1eu5ObNm0gkEubPny/83zcdfXbu3ImWltY7G4/jx48THBzMoUOHMDIyYs+ePSxYsIBDhw7Ro0cP4uLiePLkCU2aNOHly5dkZmYKIsXKri3e3t4EBgZy7Ngx6tSpQ69evfDw8ADAzc2N7t2789133+Hq6sqwYcNYv349Bw8eZNiwYe+sbx8jb35PlUql5OfnAyiIPCt/Hy0vL2fYsGEK0UTy77IAS5cuJSQkBF1dXQwNDavdh0wmU9hG5OMhNTWVmJgY4b6ySZMmFBYW4ufnx+PHj8nMzMTQ0BBDQ0M6der0h26PHyKurq5MnDgROzs7oEL07OHhgUQiYc+ePQB89dVX+Pn58eLFC5SVldm8eTMtWrR4n80WERERERERERH5k4jCHBERERGRd4pcCFA5vujPIpVKSUxMpKysTIzG+B9xdXXl+PHjWFtbo6GhIdh2Vy6AOjs7M2DAAHx8fAgODsbLy4vi4mLU1NQ4dOgQGhoa77EHHz4SiUT4cTA9PR0NDQ1BsFD5tTp16rBv3z6FbeUFC6hwhTpy5IjC65WjwgCWLFlS7f+HCreDV69eCcuVlJQ+qNnKIn9M586dBUcLOfLjC7BixYp/uEUi/2Xk4ixTU1OysrIoKCjg5s2bmJqasnnzZvT09Ni5cycdOnTg6NGjvHz5EldXV+Li4jh9+jQpKSmoqqpy/fp1JBIJoaGhPH36lKVLl7JixQouXbrE9u3bKS0t5bPPPsPIyIjAwEDs7OwYOHAghYWFQnTKh0p1ApXExEQWLVrEiBEjUFZWZubMmVW2S09PJygo6G+LJSdPnqzgHDh06FDh8datW5FIJGzYsEFYVp3gTn4d6ty5M19++SXW1tbUr1+fmJgYVqxYQVlZGcXFxSxfvpxp06bRoEEDnJycaN68OXPmzBH26+DggEQiITIyktzcXLy9vXn58iXt27dn3bp1PH36lDFjxvD69Wu6d+9OixYtSE5ORiKR8N133/3leImYmBhWr16NTCYTYgC3bt1KzZo12bRpEyNGjKC0tBQTExPWrVtHTEwMq1atQiqV8vz5cyIiIsjPz8fDw0NhveLiYgYPHkxJSQn16tWjT58+eHp6Mn/+fM6dO4eysjJbt27FwMAALy8vHj58iL6+vuA8IiLyISF3Xpg2bRoAxcXF9O/fn3nz5rF48WLmzZsHQFJSEk5OTiQlJWFsbExpaSlTpkwhJSWFhIQE+vTpg46OjiAWz8zMZNy4cYSEhDBr1iyioqKoV68e0dHR1bpyWlpasm7dOlxcXBTcOOWOPuvXr+fUqVNs2LCBWbNmvZOxkDum6Orqkp6ejpmZGQBmZmZcu3YNX19fAgICkEqleHh4EBYWRuPGjRW2V1NTE875SUlJuLq6ApCTk0N2djZQERUIFQKCa9eusXHjRoqKikRRTjW8+T01MDCQ3r17I5PJFARclZHfa5SXlwvRRI6Ojvj7+zN48GDc3Nzo378/pqamvyvykkgkfPXVV1y5coXAwMB31UWRt4RcSNW2bVt69+4tfMctLS3l2LFjtGnTht27dzN79mzhHPSxxslV9x0+JSWFoUOHoqpaUcap7ncDERERERERERGRjwNRmCMiIiIi8laoLECojoCAAEaPHk1GRgYzZswgISGB0aNH4+zszMqVKwHFwo65uTkZGRncu3ePZ8+ece7cOfz8/EhOTqZfv35CUSUgIIDx48fToUMHVq9ejZ6eHoMGDfqHev3ho6ysLFiuy/H19VV4/mZh79SpU/9I2/6NGBgYVHERERH52EhKSqJv374UFxdz8OBBgoKCSExMpG7duuzatUth3U2bNgkCAJF/J6mpqURHR/P06VPatm1L27ZtOXDgAOfOncPa2prbt29z8+ZNfvzxR0pKSjA2NiY2NlaIp6hcpJXPXi8sLERVVZVly5aRlJREkyZNiI6OxsnJidatW6OtrU14ePhvxi7+VaoTWzx8+FBBaAHg5eVF/fr1uX//PmFhYTRr1qyKIANgzJgxgkAlMzOT06dPU1RUxIYNGygtLSUzMxN7e3t8fHyIiopizpw5NGzYEA8PD/Lz82nZsiVQIV6OiIgQYjVOnDjxXp3qjh49SocOHahfvz4ARUVFnD17ln379nHmzBmysrKIjIxERUUFKysrzpw5A0CfPn1wcHAQ9rN48WJmzZpF9+7dmTFjBj/++CN79+5lypQp9O7dWxA0/fDDD3/LZUsmkxEWFsbChQu5evUqUVFRwqz5s2fPoqqqyogRI7h7966wjdwxIyoqir59+1ZZ7/r16/To0YOZM2fy+eefAxVxYI8fPxZc8BYtWoS3tzcqKipERkaycOFCSkpK/ud+iIi8K950XpBIJLi5uTF27Fjc3d2FqJ/U1FTs7e3R09PD2NgYfX19APr378/3339PdnY2nTp1okOHDiQlJaGvr8+NGze4ffs2p0+fxsHBAZlMxvDhw+nbty8jR45UaIfckadjx47cv39fWF6do8+7ovK5VV1dnWvXruHs7Ex8fDytW7emUaNGPHnyhGbNmmFpacmAAQOEc8Cb28v7dPDgQdTV1SkvLxdcxuRigLZt22Jvby98LxWjrKpS3fdUR0dHheeVrxHyx7GxsQrruLu74+7uLjx/04mtsouvXBBrYGDA+fPn/8eWi/zTdOjQgVmzZnHv3j1MTEyQSCQoKSkxbNgwnJycCA4OJj4+Hk1NTQWnpH8DFy5c4Msvv6wyYUdEREREREREROTjRBTmiIiIiIi8dUpKShg8eDDFxcVoaWnh6OjIo0ePGDhwIKWlpRgYGJCYmEhYWBhHjx5l0qRJTJ8+nS5dutCkSRNu3LiBp6cnS5cuRU9PD11dXdq2bcu0adNo1qwZx48fp1WrVkRERGBgYICTkxPNmjWjuLiY6OhoXFxcPoqZ9iL/LSq743xMhIaG0rFjR2EG8F/lt2KP/i6JiYlcu3YNb2/vt7pfEcVi/Pfff09hYSGxsbHs3LmTDRs2CK4cZWVlbNmyhbi4OK5evcrly5ffc8tF3gVt27alcePGFBYWsnTpUm7evEnfvn0xNjZm586dGBsbU6NGDdTU1CguLgYqip5PnjyhefPmgjuCTCYTCpbdunVDWVmZHTt2YGpqSqNGjXB0dCQrK4tWrVrRsWNHPDw86Nq1K1OnTv3bfTh69KiC2OLly5dVhBazZs0iNzeXyMhI9uzZw6FDh7Czs6t2vcoClVevXjFr1izS0tKYN28evr6+aGpqkpuby9mzZwkPD2fgwIHcvn0bVVVVZDIZP/30EwYGBkCFSKmgoIDbt2+zfv16/P39sbCwwMTEhOvXrxMUFISLiwtXrlxhxowZlJaW4uPjw5gxY5BIJHTv3p3IyEjGjRuHt7c34eHhzJs3DzMzM8rKygBIS0vD39+f4uJievXqxZw5c/D09ERTU5Nr167Rq1cvxowZw+nTp0lNTcXd3Z1PP/1UId5m8+bNCrEQSkpK1K1bF6BKVERqaiozZ85ESUmJgoICzM3NuXPnDsHBwcDbm8Uud8Bo2rQpDRs2FB7fvXuXhQsXkpeXR3p6OhkZGQrr6+rqkpeXJzjtVF7v/v37mJiYCP2W9+fN6Ix79+4J49O1a1eFGFYRkQ+F6pwXQkNDCQkJ4eDBgwAcOHCAUaNG4eDgwNOnT5k9ezbl5eX4+Piwf/9+vvrqKxISErCzs6NGjRooKSkxadIk1NXVWbx4MZaWltja2vLgwQMkEgkrVqyoIsxJSkrCyMiImzdv0qVLF86dO4eVlZXg6DNo0CDmzJnDwoULAYQIwLNnz1JWVqYQe/xnIjf/CC0tLSIjI+nUqRM5OTmYmpry3Xffoa+vz61bt/Dy8uLWrVt06NCBjIwMEhMTsbGxEWIAY2JiKCgoQF9fH11dXVq3bs2hQ4cU/oefnx++vr6sW7cOmUzGokWL6Nat2//cZhGR/zKampoKgqzZs2crvH79+vUq2/xbJsv07NlTvMcQEREREREREfkX8XH6OoqIiIiIfNAcPXoUc3NzTp8+TZ06dXj58iVqamp0796djh07oqSkxNq1azE2NsbExISvv/6akpIScnNziY2NpWPHjhw+fBiA3NxcRo4cydixY8nLy0NPT4/09HSaNGlCfn4+J0+eREdHh4CAADIyMsjKykJbW5vo6OgqsUEi/zxHjx7l+fPn77sZIn8DT0/P/1mU8y4xNTUVRTnviMrF+O3btwtRgmZmZqSlpQnr5eTkoK+vj6qq6gf5HhF5O/j5+XHx4kW2bNmCnZ0dYWFhODg48NNPPzFhwgRKSkooLi7GwsKCHTt2sHv3btq0acPp06dZu3YtRUVFAAouCSoqKkydOpXPPvuMkpISjIyMiImJISkpiZKSEqZMmcKuXbs4ffo0mZmZf7sPb4otXr9+LQgtPv/8c/Lz8wEwMjJCWVlZEG5UFmRUXq+yQGXHjh1YW1vj4+MjCEAAMjMz2bRpExYWFhw5coQbN26Qk5PDhQsX6NatGy9fvkQqlXL79m3BFVDuHJCdnc2cOXM4f/48ixYtAiAwMJBjx45x8eJFdu3aJTi0DBkyhIsXLwozqRctWsT58+eZM2cOT58+BSoKWFu2bOH8+fP8/PPPPHr0CKhwz7h48SInT56kefPm9OnTh127dhEQEABUFNPlf+3t7RUENVKplPz8fPLz8ykvL1cY77Zt27Jy5UpiYmKIj4+nf//+tG3bVhDvSaVSoKoDxV+l8vaVHz969IgBAwYQExODpaWl4LxUeR2ZTMbu3burrCeP2AK4ceOG0J/evXsTExNDTEwMP/zwAy1atBDGJyEh4W/1Q6R6ZDLZW3PNEvlz6OjoMHLkSNTU1OjTpw/r1q1jwoQJ6OrqEhoayu7duxk3bhzHjh2jZ8+edO/eneHDh3P16lWsrKy4fv26gnuWnPPnz9OzZ086deokiOigwtEnPT2d4cOHExkZKbh2zpw5E11d3bfWL4lEIgh5PD098fX1Zd++faxZswYzMzNOnDiBk5MTQ4cOpV+/fpw7d44jR44QGxuLtrY2OTk5xMXFkZ+fz+bNmwGoXbs2OTk5JCUlCaKcmJgYIWpGXV2dnTt3EhUVxblz50RRjoiIiIiIiIiIiIiIiIgozBERERERefu8OYv49evXXLlyhePHj/PTTz9Ru3Ztrl69irq6Ojdv3sTf358bN26Qn5+Pra0tN2/eJD4+HqiYlayqqoqOjg6jRo3i9u3bHDp0CDMzM16+fMmtW7f45ZdfGDVqFGpqagoz7VetWlWlbfJikMg/gyjM+bgIDQ3Fzc2N1NRUAL799luMjY2JjIzk0qVLdOvWDTs7O7Zu3UpMTAxz5swRtgsNDeXu3bvo6OhgbW3NoEGDqhRr3yYhISG4uLhgamqKp6cnHTt25MiRIzg7O9O1a1eh8DxkyBBsbGzo3bu3UFSfM2cO1tbWfPHFF3h6egIQHh6OtbU1PXr04PTp05SUlODi4oKtrS1Dhgx5Z/34EKlcjB85ciTXrl0DID4+nlatWgnraWtr8+DBA8rLy8XC9L8QeTSfuro6s2fPpnv37nzyySecPXuWCRMm4OLiwoEDB9i+fTujRo3C19eX4OBg1q9fz8GDBwVXBC0tLVauXIm2traCmM7JyYnz58+za9cuUlNTsbW1ZfLkyTx48AAbGxu6d+9Ow4YNadSo0d/uy5tiixo1alQRWkBV4UZ1ggxQdHxZt24dMTExbN68WRARKCsr07JlS2rWrEmtWrXIz8+nbt26aGpqApCfn0+dOnUoKCjgyZMnODg4sGPHDp49e4ZMJqNBgwY0b96c2rVrCwKgpKQkXF1dsbW15enTp2RnZwMVLjA1atQQ2qSsrIyGhgZ6enpCAfz27duMHDkSiURCamqq4GIkd5BRV1evdtwqF+d79+6t8FpgYCC9e/emV69ezJs3T+G1r776igULFmBnZ4eDgwO//vorM2fOZNmyZUgkEuHaIY8fvXXr1p88kn8OZWVlVqxYwYABAygsLPzN9ezs7KqsN2DAAOLi4nB0dOTp06eoqanRqVMndHR0kEgk2Nrasm3bNrp160ZxcTH29vbcuXPnrbb/QyEmJoYBAwbQv39/rKys2LVrF/b29jg7O/P48WNsbW2xsrLC398foMp9QlpaGj169MDW1lZwQqnumrx+/XosLCywtbXl9u3bBAUFMWbMGBwdHcnJyWH+/PlIJBLs7OxIT09/X8PxwSGTyfj888+xs7PD2dmZHTt2EBAQgFQqpU+fPvz6668EBQXh6emJg4ODEO9z8eJFLly4QGlpKfb29pw7d47169dTXl5Oeno6wcHBmJqa8uLFCzp06IC9vT36+vrY2Nhw69Yt2rZty5gxY9DR0UFHR4fVq1czaNAgrKyskEqlPH78mK5duwrfw7p27cru3btJSkrizp07lJaWcvv2bYYOHUrjxo35+uuvadKkCTKZjFWrVnHs2DEaN25M586dSU5O5syZMzg6OtK/f/8qkXEhISH07NmTnj17VuuY8Weo7KSVmJjI3r17kUgkBAcH8/z5c549e4a7u7sgZJQLMOWiZRERERERERERERERERGRP4sYZSUiIiIi8rtIpdK/HDkgn0Xs5OREQkIC7du3F36ANzU1ZcKECejr67Nr1y4ePHjAZ599Jgh15DPTZ82aRb9+/cjMzGTGjBlER0eTlZVFeno6O3fu5MWLF3zyySc0a9aMsrIyfv75Z5ycnAgJCaFOnTrs2rWLVq1aYWBgQP369Vm5ciUymQx/f3/Ky8tZunQpZWVlBAYG0qdPn3c0eh8fly5dYsqUKdSuXZtBgwahr69PmzZtsLCw4NmzZ8ybNw8XFxfq169fJRbjzaiMUaNGKcRiyGfgi3y4eHp60qRJEw4ePMjcuXM5ffo0Tk5OAJw8eZIlS5YgkUiQyWScP3++yvaqqqrY2tqyZ88e5syZw7lz5zA0NHwnbW3dujWmpqb89NNPXL58mevXrzNhwgTi4+PZu3cv+/fvZ+rUqYSGhlKrVi1CQkLYt28fLi4uXL9+ndjYWPbt28epU6eQSqUsX76cc+fOIZVK6du3L61bt0ZbW5vw8PB3KjD6EJEX44uKijh06BCBgYH07NmTOnXqsHv3bvLy8oCK4z1mzBh69OiBjY3Ne261yLvG1NRUITpEHhHg5uaGm5ubwroXLlwQHsfFxVXZlzwSCCoEOvLzSaZyQwAAIABJREFUTHXbvw0GDBjA4MGDcXR0RENDgx49elBQUIBEIkFJSYlhw4ZVEZ4ACoKM31rP3Nwca2trrK2thWWGhob89NNPgouCTCbjiy++EArI6urqNG3aFA0NDZo1a0ZUVBTffPMNVlZWKCkp8fz5cx49ekT9+vWF80/nzp05ePAgtWvXprS0FDU1NaCq64xUKqWwsJDc3FxBvNO2bVtWr15NkyZNKC8vR0lJifXr11fZVk1NTeF891vHHMDR0RFHR0eg4ng6OjoilUqZPHkya9eu5ciRI1XGs0mTJsyZM4fWrVsDsHv37mqP159BIpEI7yO5wBIgKCgIoNp7jurWlwu2KnP48GFUVVX5/PPPadmyJVDhOvRmdEZoaOj/3P6PBZlMRlhYGAYGBly9epWoqCj8/Px4/PgxRkZGfP/994wYMYK7d+9WuU/YsmULfn5+eHp6CqK1N6/J/fv358CBA8TFxaGioiII6Nu0acO2bdtITk6uEie3cePG9zkkHwzh4eE0b96c9evXc+rUKRITE8nMzMTPz49+/fqhp6cHVJyPQkND+fzzzxUiJ1VVVQkPD0ddXb3ae7Znz54RGBhIaWkpQ4cOxcbGhkePHvH8+XPCw8MZOXIkhYWFtG/fni+//BJLS0tWrFjB5s2befHiBWPHjiUsLIwffviBzMxMMjMzsbS0FBzHMjMz2bt3L+vXr+fp06f06tWL7du3Y29vj6OjIzNnzsTd3R1LS0v279/PkiVLOHz4MDo6OkCFa9+xY8eIjY0lNzcXLy8vjh49+pfHsfJ5sF69eowaNYpp06YBUFpayrfffsuAAQPw9PTEw8NDQYD5R7yrOFeRd096ejr37t2jZcuW4jEUEREREREREREREXlriMIcEREREZEqxMTECEIWPz8/li1bpiBiOXr0KIsXL0ZdXZ2goCBMTU3x8PAQhDfLli3D1dWVZcuWUbNmTa5cuUKXLl1ISkrixIkTbNu2jTp16jB27FhycnLo3r07gwcPZvLkydSrVw9DQ0NGjRqFiYkJrVq14tWrV1y6dAk9PT0+/fRTjh49io+PD0lJSejr63Pp0iU0NDTQ1tbm2bNnbNmyhW3btlGrVi20tLQAKCkp4fTp00ilUuzs7BQK8KIw5/+pXFRJSEhg//795OTk8Omnn5KSkkJiYiJz585lxIgRbNmyBT09PYYNG8ajR4+EqAz5MmVlZfr06aNQhBP5sPD19WXq1Km0b9+eb7/9lo0bN7Jy5UqOHj3KkSNHePz4MWpqaujo6PDy5Uv279/PV199hYODAzY2NuzatYvY2FhevXqFv78/r1694scff6Rnz54kJCRw6NAhWrZsKXwO3yaJiYnExMRQUFDAuHHj+PHHH2ncuDH9+vXj7t279O3bl/LyckxMTMjOzkYqlfLFF1/w4MEDcnNzsba2pnnz5ly+fFmIItDW1kYmk6GpqUmrVq2Ijo7G0NCQpk2boqysTGRkJCoqKgwaNIj169e/FSePD43KxW4533//vcLzevXqCQWKcePGMW7cuH+qeSJvIJPJcHFx4eXLl0RHRwvuKm+LrVu3Ci4LHxISiYSYmJg/vX6NGjWqiC08PDyYPXu24IYjdwiS71/+OahOkFG5QCePNZETExODubk5r169YtCgQXTt2pWgoCDatWvH2LFjOX/+PG3atKGgoAAvLy90dHSwt7dHSUmJ7OxsHBwc0NbWJigoiMTERAIDAwH4+uuvcXV1RSqVUr9+fUH08yYzZszA2tqaLl26CAXs4OBgvLy8KC4uRk1NTWHbyp93R0dH/P39GTx4MO3atQMUBdp5eXmcO3eOgQMHVhFuL1u2jHbt2rF27do/fVw+VJydnSkoKKB169Z07979fTfnLyEXC1UWH/0d5G4in3zyifC4adOm3L17l8ePHyORSEhPTycjIwN/f38WLFjAli1b+OKLLxgyZAhBQUF4eHgwYsQIevfuTUBAAMnJyeTn5+Pm5sb9+/fp0qWLcO6Sv6fk8YiV4+SgQtwlUkFKSgrLly9n6dKlKCkpYWFhQb169Thy5AgPHz7E1dVViFaKjo7m9evXCnGUeXl5tG/fntevXyOVSmnVqhXq6uokJyejqalJRkYGJSUlNG7cmMTERNLT0ykrK8PZ2Zm7d+9SXl6ORCJBR0eHb7/9lokTJ6KmpiZEWRUWFpKdnc29e/fo1KkTT58+5fXr15SVldG2bVs8PDzQ09MjJyeHgQMHsnbtWqZNm0ZKSgq3bt3i9u3b5OXlYWpqCiCIseXntXv37pGUlIStre1bG9O6dety/fp17OzsAJg8eTJ2dnaMGjXqL4l+5IKcysJGkY+L9PR0zp07J4gzf4v/ZRKTiIiIiIiIiIiIiMh/F1GYIyIiIiJSLSUlJZw8ebKKiKV3794EBwcTGxuLuro6UqmUFStWMHToUEaOHImPjw+JiYnY2dkxZswYPvvsM/r27cvIkSMZOXIkq1atIiwsjODgYDp06ICmpiaRkZH4+fnxww8/cPHiRQA6duxI586duXXrFpMmTSI4OJgbN26wb98+rly5goODA99//z1GRkaoqKgwffp05syZw/bt25kxYwY+Pj7MmzdPmAUptxvPyckhNTVV+NE4KysLmUxWZdb4f5XKRZUJEyaQnJzMixcvmDp1KhcuXEAqlaKmpibEYkDFD/uPHz+udpnIh427u3sVdxwVFRXKyspo164dAQEBQsRIzZo1WbNmDatWrWLr1q24ublhbW3N9u3b6datG6mpqRQXF1O3bl22bdvGwIEDmTp1KjY2NsydO/ed9aG0tJQNGzZw4sQJfH19ycnJITAwkCtXrpCYmIiFhQU7d+5k1KhRJCcnM2TIEH755ReysrKYMmUKAPXr1wcgMzMTJSUlHB0dKSkpEYpZXl5edOnShejoaMzNzSktLf1XinJ+j5iYGCIjI8Ui0wfGkydPUFZWJigoiF9//fU3Z3X/UeGosuCiMlu3biUrK0uIQfozWFlZCdfy/4V3VeT6p8QWb4rbDAwMBLFEdZ+f6hyDVFVVCQkJUVhmbm5OVFSU8FwqldK6dWvs7e2pVasWc+bMwcLCAoAlS5YIAsrZs2cTEREhiIKSk5OJi4sjNDQUiUTC/fv3qVmzJp06dSI7O1sQTHz99dcoKSnRvn17VFVVKSoqom7duqSnp3P58mWuXr3KixcvePHiBc+ePaNFixbcv38fS0tL4uLiaNeuHTo6OuTk5KCiooKWlhavXr0CYP78+Zw7dw5lZWW2bt2KgYHBWxj5t0dERMT7bsJbZdOmTezevRupVEpGRga+vr4cO3aMGjVqEBoaSvPmzTE1NcXU1JRr164xf/58QkJCuHv3riBeLyoqYvPmzWzYsIEuXbqgrq5OSkoKd+7cwdXVlenTp1OzZk0cHR3x8vLC29ubw4cPs3LlSkpKSrC0tKRRo0YUFhYSGxvL5s2befz4MS1btiQhIUH43Msdc+TnAHmc3HfffQdUXPNFKsjPz6dbt26cPHmSU6dOER8fz4YNGzAyMkJNTU1wzFFWVubMmTMYGxvz+vVrYfuoqCi8vb0JDg7G0tKSlJQUDA0NKSkpYf/+/bRr145Dhw4xceJEWrRogaurKytWrGDWrFloaGgwYsQIYmNj6dixIwAJCQm8fv2aI0eOkJ+fj4WFBQ0bNqSwsJDx48fj4eGBiYkJ3bt3Jy4ujl27dtGpUyecnZ1xdXUlISGBwsJC9PX1MTIyYu7cuZw/f56rV68CFXF+leM0W7RowaeffsrBgweB/+29UZ3z1pgxY6qsV52zVnXXxJiYGFasWCHELU+dOlV4bdKkSSQmJiKVStm1axfNmzevMtnF3NwcLy8vMjMzadiwITt37iQ8PJxFixahoaHB9OnTq1wvRN4NmzZtIi4ujh9//BGZTIa7uzv3798nLCyMsrIyxowZQ4MGDXBycqJ58+ZCROOCBQswNzfH19eXffv2YWlpSUBAACYmJixfvpwhQ4awatUqpFIpz58/JyIiAg0NjffcWxERERERERERERGRfwpRmCMiIiIiUi1dunSpVsSSnZ2Nvr4+6urqQMWPvb/88ovwI6GZmRlpaWncv3+ffv36AQgzHeH/Z97q6uqSl5eHpqbmb7YhKSmJV69e8ezZM3r16sW9e/eQyWQUFBQIVuuNGjXC19eXgoICADQ1NYUfT5OTk4VZlPIf+LW1tenYsSMRERGoqKhQWloqinIqoaWlxbp168jIyMDb2xs1NTXy8vKQSCQEBgYKM0iri8WobllISMh/LgboY8Le3p4lS5YI7lUvXrwAYPr06Xh5eaGkpESdOnWoW7cuCQkJWFtb8+DBA5ycnGjVqhVnz54VolZatGjBjRs3ePToEebm5hgYGLBx40aF2dnvgpo1a1KzZk0aN26MpqYmysrKaGtr8/r1a1q3bk1UVBT169dHSUmJjh07UlRURKtWrejZs6fghPP8+XNkMhmNGzcGKs4X6enpZGdnM3jwYKBiFvW+fft4/PhxldgeEZH3xZdffsnFixd5+PAhDRo04ObNm0ycOJFvv/2W0NBQTp06RUFBAcHBwXh6elYpvD99+lQoMk2ZMoU1a9ZQo0YNDh48yN69e7lx4waqqqo4Ozujq6v71totL16WlZVRXFzM8uXLmTZt2m8WuRwcHAgPD2fevHmYmZlRVlYGVBRGIyMjUVVVFVx0bt26Jbg4ubm5MWnSJObPn09xcTE1atTg66+/BsDLy4uHDx+ir68vFLA/JsLCwmjUqBEjRoxg+fLlDB48mI4dO7JgwQL69etHr169ePr0KXp6eqioqPD555+zZ88eli5dipubG1999RVPnjyhcePGLFmyBEdHRx49esSxY8eYNm0aLVq0oF69ejRq1IgbN27QsGFDbGxsSEpKEsZ86NChAISEhLBlyxbhHgEq7s9iYmJwcXEhNzeXmJgYRo8eze3bt8VoordMSUkJgwcPpri4GC0tLezs7LC3t6e0tJSGDRuyf/9+SktLiYmJwdXVlVmzZlFSUsKYMWOYMmUKderU4c6dO9SqVQtzc3O++eYb4uPjBZErwPPnz/nyyy9xc3PD1taWNm3a8PjxYwYMGMC1a9dYtWoVGRkZLFy4kL179zJ37lyOHTvG2rVrefXqFSNGjKBt27akpaXRp08f9PT00NXVpWHDhgwaNIgePXqgrq7Ohg0bFPpWXZycn5/f+xjmD466dety9epVtLS0kMlkGBsbM3z4cDZu3Ii9vT0///wzAOXl5djb21O3bl3h+xtUTILw8/Njw4YNlJWV0b59ewDhXqpGjRrk5eVRWFjIo0eP2LFjBzKZjMmTJ6Ours7z589RVVWlb9++rF27lsOHD6OsrMzkyZNJS0tDX18fFRUVmjRpwvLly1m7di3q6upkZmYSHx9PvXr1qFGjBt7e3gwbNoz79+9jZmbGrFmz8Pf359atW2hoaKClpUXv3r2pWbMmBw4c4McffwSgYcOGODs7Y21tjYqKCnZ2du9UCP57yK9pmZmZpKWlERkZycSJEzlz5gzx8fHY2NhQWlrK3r17uXPnDlOnTuXXX38lNTWVgwcP0rNnT8aMGYOvry8NGjQgNjaWkJAQDh48yIkTJ9i/fz8GBgZCjJbIu8fPz4+WLVvi4+ODm5sbkZGR7Nmzh0OHDtG/f3+ysrIEJ00rKyvOnDkDQJ8+fbh06RIvXryguLiYBg0acOnSJQoKCujRo4ew/+PHjxMcHExUVBT9+/d/X90UEREREREREREREfmHEYU5IiIiIiLVIi9uvyliUVFR4eHDhxQVFVGzZk2kUiktW7bk2rVrGBsbEx8fj4+PD48ePSI5ORkjIyNu3LiBo6MjgIII5s0fF98UyMidWVauXMmaNWtYsWIFOjo6mJiY4OHhQYMGDcjLy8PCwgJPT09u3rzJwoULWbZsGT/99BOqqlUvc8rKykydOlWIjTAyMqoS0/JfZuPGjRw+fJiCggJmzJhBSkoKeXl51KhRA1VVVeEHxepiMapbVjkWQ4y7+fBQVVXFwMCAZcuWMWXKFG7fvg1UOOmMHDlSEGiNHz+elJQUtmzZwtSpUzExMeHs2bP4+fkRFBTE7Nmz0dLS4uLFizg5OXHv3j0uXryIsrIyvXv3ZseOHW+97aampuTk5AjPmzVrhqWlpcJraWlpODo6EhoayubNm3n06BH6+vpoaWkRHh7OtGnTSEtLQ1tbGzMzM4VznZqaGiYmJly8eJHQ0FDKysqIi4tj//797N69+63352MhJCSE7du3A7BmzRq6dOnCkCFDyMzMFAQddevWpVOnTnTq1ImkpCS2b9+uINAUeXssWLBAEOaUlZXRoUMHjh8/zpkzZ/Dz86NevXoYGxszefJkUlJS2LdvH5mZmTg7O9O5c2dUVFTYu3cvz58/5/Xr1ygpKdG3b1+MjY2xsbGhfv36GBgYoK6uTmFhIaNHjyY7O5uWLVuybdu2ah0A/ixFRUWcPXuWffv2cebMmd8tcjk4OLBo0SLOnz9Pbm7u70aXzJo1iw0bNtCuXTukUinJyclVhCDe3t6oqKgQGRnJwoULKSkp+dvH4m3yZxyH7ty5I1yTi4uL6dChA+PHj+fSpUuUlZWxb98+7O3t2bFjB2fPnqVXr16sWrWKwYMHk5qaSkZGBg4ODuTk5PDJJ5/wySef0LhxY+zs7CgpKaFTp04cPnwYExMToCIO7LPPPmPdunVcvnwZe3t7Hjx4wPjx4wkLC0NZWVnhPu7Zs2dCLGbTpk2Bivu8X375RYwmesscPXoUc3NzZs+ejZ+fH6qqqoSHh6Ours6cOXM4d+4cr1+/Jj09nXbt2qGrq0tKSgrZ2dkUFxdTp04dmjdvzqVLlzA1NcXY2BhlZWUcHByEY2pkZMSECRMAaNy4MQEBAYSFhXH06FFMTU1Zt24dUBFztXHjRrp16wYgiLfkVPfe9vf3x9/fX3geFBSk8Hp1cXIi0K5dO2bNmsW0adOAivNA//79mTdvHgUFBRgbGwMVrl1btmzB39+fVq1aUVZWRllZmSDklN/HGRoaKtxLfffdd8TExBAREcGkSZMU1uvVqxfTp08HYOXKlVy9epWlS5eyYcMGId5P7rakr6/P3bt3BQGl3EW1MnJXHDlvurdVprLLzZgxY6p1uHkfFBUVsXTpUlauXMmZM2eoX78+kZGRmJqasnfvXkaNGoWlpSW6urqkpaURHx/P9OnTBRfY/v37U79+fU6dOkWnTp2oW7cuw4YNEyKxysrKhPEX+WcxMjJCWVlZOHZQIRqUR/ApKSlRt25dAGFZy5YtOXDgAE5OTly+fJlLly4REBDAgwcPqkxUEhERERERERERERH57yAKc0REREREfpPfErHMmjULGxsbateuzbx58/Dz82P48OFs3rwZExMTLCwsMDQ0ZNCgQWzbtg1lZWXU1NT+0GJcT0+PQYMGERwcDFQU17/55hvGjx/PxIkTWbFiBWpqajRv3pxNmzbRunVrJBIJrVq14sKFC8J+4uLiquy7st14dbERIhVMnjyZyZMnV/ta5XFt3bo1p06dUni9umXu7u64u7u//YaK/G18fX2ZOnUq7u7uuLm50aJFC8zNzdHS0sLb25sXL16gqanJ6NGjOXDgABkZGZiYmKChoYGxsTErV64kKSmJjRs3Ymtri5aWlrDv4uJievbsyc8//4yzszONGjXCzs6OiIgI1NTU3mo/5FEOKioqyGQy5syZg4ODA0lJSTRr1oybN29Sv359NDU1MTExYdiwYdy9e5eaNWvSoEEDatSogYODA2VlZdja2vLq1SuePHmCnp4eT548UfhfTk5OREZG/q7T17+ZvLw8jh07RmxsLLm5uXh5eXH06FFCQ0OpVasWISEh7Nu3D19fX54+fcqVK1e4du2aKMx5xxgaGvLs2TMWL17MjBkzCAgI4ObNm8THx2NoaCiIUjp37szKlSuZOXMmTk5O7Nu3j5EjR5KQkMD8+fM5ePAgUqmU7du38+zZMzZu3CiIaqEi1qF37974+fkJcTOLFi2iVq1aREZGsnHjRuH6/Wfo3LkzUHGt37x58x8WuZSVldHQ0EBDQ4OGDRsK68mRi31zcnJo166dsE1qamoVIci9e/eE/9+1a1fBgeFjom3btly+fBkHBwdMTU25dOkSrVu3Zv369airq1cZSzU1NWG8lJSU0NDQoGbNmmhrawMIxzQpKQlVVVWUlZWpVasW0dHR9O7dm2PHjpGRkQEgRA4ZGBhw8uRJsrOzkUqlaGpq8vjxY3Jycrh37x7x8fEMGTKE1NRUoOIYtWjR4nejiWQyGS4uLrx8+ZLo6GihHwCnT5+mvLwcY2Pj34xtexO5k9K/ldDQUE6cOCGIE7p27UphYSHe3t48fvyYzMxMateuzYULF0hLS+PXX3+lQYMGXLhwgdzcXExMTCgqKqJ27dpAhQtddZ+rtLQ0CgsLefHihfDZlFOdY6LIu8fV1ZWJEycKTlUSiQQ3NzfGjh2Lu7u74Jjz8OFD7O3t0dPTo3v37oIIu1u3bgQHBxMfH4+mpuZvCj6qW09HR4fnz5/j7u7Opk2bhHX19PTo3bs3MpmM+fPnv+MReP988cUXwrlMfk15/vw5kZGRFBcX4+TkxJ49e7CwsCAlJYVBgwbRt29fvvzyS5o3b87Dhw8pKSkhNTWV+Ph4nj9/jpqaGmPHjmXSpEmUlpZSVlZGSEgIly5dYuXKlaxfv/59dvk/g5qamuD6Wt05sXLkplQqJT8/H0DYpkePHixfvpwdO3aQkJDArVu3aNGiBQ8ePPjdiUoiVQkICGD06NFkZGQwY8YMEhISGD16NP7+/syYMYPS0lJ8fHwYM2YMV65cqbJMIpFgZmbGxYsX8fLyEl3XRERERERERERE3iuiMEdEREREpAqVZyJWJ2Jxc3OrEuVy8uRJhedaWlqcO3cOZWVlnJ2dMTAwQFdXV9ivp6enwv8DFFwovvvuOyIjI+ncuTOXLl1S2HdoaKjw+N9cbBEReZe4u7tz8OBB5s6di729PcbGxjg6OhITE8P27duRSCTIZDLOnz9PZGQkp06dEj57o0ePZvjw4cJsfBsbGwwNDUlMTGTnzp1YWVlx8eJFfHx8mDlzJnfu3KF169ZvVZRT+Tzl4OCARCIhOjqaqKgoJBIJ6enpABw8eBBnZ2du3LiBiooKEomEvXv3CrEBr1+/Zu/evaxfv5569eoxYMAAoTBpa2vL69evhf+ppKTE8OHD31ofPjbu3bvHzz//rOBWUl5eTkBAAMnJyeTn5wvXhtatW1OzZk1xNvA/hJaWluBSd/36dbp06cKZM2d4+vSpIEq5d+8e7dq149WrV1y5cgUbGxvu37+PqakpKSkplJeXExsby+bNm5k/fz61a9dWKB7duXOH8ePHA/9fkFq6dClRUVGUlpYKMSh/lqSkJOFv5dgVqL7IJZVKKSwsJDc3l+zsbKAicuXJkyeoq6vz9OlToCLe5M6dO7Rp0wapVErbtm2rCEGuX79OdHQ0AAkJCX9tsD8QXF1dOX78OBMnTuTJkyfs3LmTzz77jKKiIsHlBv5/LMvKyoTjJpPJKCwspLi4WHAeU1JSwt7eXogJgwpHAAcHB169ekXr1q0xMDCgVq1aAMyYMYN58+aRl5fH8+fP8fHxwc/PjyFDhhAUFESjRo2wtrbG0NCQ7OxsJBIJr169on379ty4ceM3o4mePHlCnTp1OHHiRJU+yx045Od3kQq0tbVJSkrCycmJhIQEDA0NadOmDbt372b27NmcOnWKvLw8CgoKiI6OxsfHh4CAALS0tNizZw/z5s37QzGNnp4eXl5epKWlCe44cqpzTNTQ0HiXXRah4jMrP6+9ycGDB4GKeyUrKyshlhgUv4Ndv369yrZywVvl+6zq1ouIiBAey52QKp/H5VT+rvYxf2+TSqUKYgxAYfzln8HXr1+TlZXFixcvCAoKYvXq1Tx58oQePXpw+vRp6tatS0FBASUlJcJkl9zcXEaMGEFAQAC+vr6EhYURFhbGokWLOHz4MJcvX6agoIAVK1b8093+z9KhQwdmzZrFvXv3/vD7y8uXL6sI0iwtLfniiy/o0KEDZmZmCi6fIn+NHj16EBcXx5MnT2jSpAkvX74kMzOTwMBAjh07Rp06dahfvz5Dhw5VWNarVy88PDyAit+vlixZQs+ePfH09OSTTz55z70SERERERERERH5ryIKc0RERERE3gkFBQU4OztTUlKCg4MDurq6f2n7yj8Gi4iIvH3s7e1ZsmQJY8eOpU6dOsJseX9/fxYsWMCWLVv44osvqszqVFJSorCwED8/P2E2vqGhYbUzrT08PNi7dy/l5eUMGzbsnfSjcnt9fHyqtBUU7eYBwsLCmD17Nr/88gs6OjpIJBKKiooYNmwY9+/fZ9q0abx69Yrbt2+TlZUFQHR0NFlZWVVEiP8lWrRoQa1atYSCX2lpKYmJiRQWFgqCjsePHwO/H1so8nZRUlLCxMSE48ePk5KSwuDBgzEyMuLMmTPo6OgIohQrKyt++OEHQkJCqFu3LufPn2fEiBG8ePGCtm3bkp+fT58+fdDT0xOOn56eHtHR0QwbNkxwaOnQoQNSqZTc3FxiYmK4cOECZ8+eZdeuXX+p3WpqavTp04eioiJWrFihUNANDAysUuSaMWMG1tbWdOnSBR0dHQD8/Pzo168fVlZWgovOwoUL8fX1RUlJCTc3NyZNmiR8zisLQdavX4+9vT36+vp/KYLrQ0FZWZktW7YQExPD8uXLWbVqFbq6uqxYsYJVq1YBCDE08rGcN28eUFF4l4+l3M1m4MCB3Lp1CysrK5SUlNi5cye3bt1i7Nix1KhRAy8vLyZMmICTkxOfffYZmzZtqlbUVFBQAMDatWt/s+2/F0305ZdfEh0djYODA6WlpRQXF+Pq6spXX30lxArIm4zcAAAgAElEQVRWFhmEh4ezdOlSysrKCAwMpE+fPmzatImtW7f+a+8jS0pKGDx4MMXFxWhpaWFnZ8fSpUuJiYkhLy+PrKwsbt++zZo1a/jkk0/o2bMnsbGxNG/enAEDBpCdnU3Tpk1Zvnw5+vr6AOzduxeocMypTpghF9JVRi7GqM4xUUTk30BMTAwrV65EJpORkZHBtWvXSE9PJygoiNDQUEGIvnjxYu7cuUO/fv1QUVEhKiqK0aNHExgYSFlZGT179sTCwoJ27dqxZs0aJBKJ4D67dOlSzM3N8fX1xcXFBZlMxqJFi4Q4OPlfkX8GuQBLU1OT2NhYhdcqnxMrO7bVr1+/iuisRYsW5ObmAhUupb6+vlX2UVkkJ/LbWFpaEhAQgFQqxcPDg7CwMBo3bkxERASurq5AxXUxOzubpKQkYVlOTo4g5JbHt+rr65OVlUWzZs3eW39ERERERERERET+24jCHBERERGRd0LdunUV4qVEREQ+LFRVVTEwMGDZsmUMGDBAiDbQ0tJi3bp1ZGRk4O3tzaJFi4RIp+TkZExMTIiIiFCYjf9bwgsbGxsWL15MeXk5c+fOfSf9eLO9TZs2VWgrUGWG8+LFi1FVVWXNmjU0a9aMQYMGARVCk6lTpzJjxgxhlrm8b7a2tgrCn/8iWlpamJmZYW1tjYqKCnZ2dkyZMoW0tDRB0PFXRZh/F7mL0x8VN54+fcqWLVt+UwzwsWJgYMCBAwfo168fTZo0oVmzZnz//ffExMRgampKUFAQwcHBSCQS1NTU2LZtG/369WPz5s24uLigqanJoEGDaNWqFV26dEFDQ4MlS5YIYo3du3fj6elJq1atsLKyYtSoUezYsYNWrVoREhKChoYGdnZ2Cg4tfxZTU1MWLFggPK9c5HJ0dFSI0YIKhxh5sUWO3NUvNDQUMzMzANq1a8f58+cV1qtOCFLZfQ8gMTERqVTK1KlTP2hXh8TERK5du4a3t7ew7M2xXLBgAZ6enoSGhv6psZw5cyatWrUSxBlyqhvLyi4Z7wJ5PzZv3qzgXjZlypQq60qlUpYvX865c+eQSqX07dsXBwcHtmzZQlxcHFevXuXy5cvvtL3vg6NHj2Jubs7s2bPx8/NDTU2NoUOHsmDBAuF9XVZWhqqqKp6ensJ1TC5A6969O99++62wP9GJ8t9LUFDQ+27CR09JSQmnT5/Gysrqd9fr2rUrEyZMwMPDg65du9KgQQOio6NRVlZWEItD9e6zfyaaT+TdUFmAdefOHXR0dJBKpezatYvmzZvTvXt3unbtKoiwfksAGhkZyZw5c4CKa5nc0dPS0pKIiAjGjh3L+fPnSU5OZunSpVWuzSLVU1ZWxvHjx1FTU0Mmk3Hz5k00NDQoKSlBTU2Ns2fPYm1tzYYNG3j9+jVDhgzB39+fuLg4PDw8SEhIIDg4mPnz5/PgwQMaNWr0vrskIiIiIiIiIiLyH0YU5oiIiIiI/KuJiYkhMjJSoWD1Z9i6dSteXl7vqFUiIv8ckydPZsWKFQqOMXLc3d0ZMmQIT548EYQ5Gzdu5PDhwxQUFDBjxgxMTEzIyMjAycmJBg0aABWzd4ODg4mPj0dTU5Py8nJatmxZZf/KysqYmJgoRKj8XSQSCZGRkaiqqlbb3tDQUIW2/h5+fn74+vqybt06YYays7MzEyZMwMjI6L3anMtkMlxcXMjOzmbevHkYGxszZ86cd1a4kc/6/i0qz/AdM2aMwmvVbSdfZmBgUEUA8T7Q0dGpIsyoLpbiY+SPZnVXJ0r5s7EkoFi0P3TokMI24eHhVfbze++jt83bPIaJiYkKMU4fKqamppiamr7VfV6+fJnIyEiFZe/78/Fb7mWVycnJITU1VXDQycrKIjs7G319fVRVVenates/3ex/hHv37tG5c2egQgzw4MED4TW5AEAeKebh4cGIESPo27cvd+7coWbNmqxevfp9NV1E5KOjS5cuCs9/S4zeqFEjJBKJ4CD55ZdfMnr0aBo0aEBwcLDgTCnyYSIXYL169YpatWoRGRnJxo0bCQ4O5tmzZwQGBlJaWsqECRN+UwAaFBTEmTNngIroRfm1yd3dncDAQJo2bSpEh44bN04U5vxJtLW1cXZ2pkuXLly7do379+8zePBgVq5cyaxZs7C1tSU1NZU1a9bg7OyMi4sLBw4cICUlhbt37+Lq6sqOHTs4e/YsXl5eYoyViIiIiIiIiIjIe0UU5oiIiIiIiFSDKMwR+bfwewU4JycnIXZEPqvawcGByZMnK6xXXURF5cJ+UFAQJSUlgmikcmFeSUmJ4cOH/24b/04BePLkyQrtHTp0aJV1KotZKrsBqKurVyt06dOnj8Lz92E1/+TJE+rUqcOJEycASE9P/8fb8Hv8k0X7jIwMPDw8KC0txcTEhNWrVyvEuDg6OpKeno6Xlxfa2trcvXuXuXPnsmHDBl69ekVERATZ2dmCsMnCwoLOnTujrq7OrFmz8Pb25uXLl7Rv355169b9I336r/N34irlM9vLy8vJycnh7t27KCsrM3r0aObPn8/+/fv59ddfMTIyYvHixZw8eZKtW7dSVlaGra0tffv2ZcWKFWRlZdG6dWu0tbUJCgpiwoQJKCsrC6K/7OzsKu+N6txq3jZvig+r639kZCTHjx+nU6dOJCUlsX37dqAiAiw6OloQbcD/i+7k8SubNm1i4MCBFBYW0rBhQ6ZPn05iYiL29vb4+PgQFRWFhoYGd+7coVWrVowfP54OHTqwevVq9PT0BIexd8369eurdS+rjLa2Nh07diQiIgIVFRVKS0tRUlLiwYMHlJeXVxu19W+gRYsWJCUl4eTkREJCAu3atSM5ORn4f7c4NTU1Vq5cSUlJCZaWlvTt25c2bdowbNgwAgICWL58+XvuhYjIx4H8XqeoqAhA+KxVRkdHh6lTpyoss7Ozw9nZmYULFxIeHl7t/ek/zZ91GfwvIhdgLV26lKioKEpLS2nfvj0ADRs2FFxW8vLyyMnJqVYAqqSkRN26dQEUJkR06NABNTU12rVrR+PGjQGEmCuRP+bZs2e8fPmSsLAw0tPTmTp1Kl27dsXc3JyoqCig4t5JPs6mpqZER0ejo6ODq6sriYmJ6OrqcuTIkX/c2VNERERERERERETkTT7+KaIiIiIiIiJ/QFJSEn379sXOzo7nz58zf/58JBIJdnZ2pKenk5aWRo8ePbC1tWXhwoVs2rSJ5ORkJBJJtT++ioh8yEilUnx8fLCxsaFv375YWFgwfPhwgoKC8PHxwcHBQYhkys7OxtXVFVtbW7y9vTl8+DBBQUH4+vri4ODAuHHj+Oabb7CwsGD+/PkAnD59GhsbG8zMzPjhhx8oKSkhNDSUadOmMW3aNF68eIGLiwvW1taYm5vz4MEDWrZsia2tLU5OTvTv35+ZM2cSEBCAq6sr/fr1IyIigkmTJmFjY0PPnj15+PAhABYWFvj5+WFmZqbgzDF37lw+/fRTtmzZwv+xd+dxNeX/A8dfbZIhhbILY6cRjdJ+WxRlyT6mokSDwTC+xkSTwkhj7CM7GdnGMnZZ0rUPM1EasoSiTZEWItW9vz96dH5dZcbMGNt8nn/dzjn3nM853XvOuefz/rzf6enpfPLJJ0BpqnMHB4fXfMT/HV999RXR0dFoamqyevVqlXkWFhaMGzeOjh07smXLFvr168dHH31EXFzcS82v7FiX+e6776QO2+fPlUlJSdjb2zNgwIDXmgXn2bNnUqf80aNHGTt2LDdu3EBbW5vo6GjOnj2Lh4cHMTExbN68mREjRuDn50dBQQFFRUUcOnSITZs2SanuY2JimDZtGu3ataNTp07cuXOHefPmUaNGDc6ePfva9kv4+549e4aXlxeZmZlkZmbSp08f9u3bR0pKCjo6Osjlcj766COqV69OVFQUixcvJjs7GycnJ7S0tPj6668ZNGgQenp6NGzYkMmTJxMcHMzs2bOlciNz5szB39+f6Oho6bNhYmLyt4NyFArFqzwEZGRksHLlSsLCwli/fj3p6emcP3+ekydP0rVr1xe+786dO9SpU4fo6Gi2bt2KmZkZJiYmREVF4eXlBYCVlRWHDx/Gw8NDKm918OBB3NzcXuk+/JGy7GWDBg164eh2dXV1vvzySxwdHbG3t2fChAloamri4+ODpaUlO3fufG3tfZ3c3d05c+YMLi4u5OTkoKurK2W2y8rKAmDPnj3Y2NhgYWGhEhzr6+tL7dq1CQ0NfVPNF4R3kpubG9bW1hXK+72Iu7s7NjY2HDx4EDs7u3+5dX/P37kuvepr2dtCXV2dBw8eIJfLOXnyJDNnzpTuPcuXIVMqldSpU6fSAFCFQkFeXh55eXmUlJRI08ve//x6hJezadMm3N3dkcvlWFlZ0bFjRylLUfnPY/njC9CpUyf279+PiYkJv/32mwjKEQRBEARBEN4KImOOIAjCO8zb25uAgABatGjxppvyVnv69ClHjhxh69atLF26lNTUVORyOQkJCYSEhNClSxf8/Pzw9vaWSgD8+OOPKpk1BOF1+7tl2Hbv3o2hoSGrV69GoVDQsmVLqcxUXFwcmzdvZsyYMeTk5DBnzhwsLS3x8/Nj6tSprFixAgsLC9q1a8eqVatwdnbm4cOHzJo1i6+//prAwEBsbW2JjIwkNDQUR0dHhg4dire3N5aWljg7OzN37lwGDx6Ml5cXI0aMYOTIkaxevZrPPvuMTz75hB49ekhtLUsbD2BnZ1chdXxZlpPatWvj7OxMz549AaQSHd26dcPX15fHjx+Tn5/PmTNnpLTx77qy/7uTk1OF8joPHjwgICCAkpISOnfuTFJSEhcuXGDNmjUsXrz4T+eHhIRUONYAc+fOBeB///sf8fHxFc6V/v7+ZGZmcvTo0UpLo/1bykYg5+XlkZaWRkZGBrq6uuzevRt3d3du3brFxo0bcXJyIi4ujlatWjFy5EhCQkKwsLDg6tWrfPrpp1y5coXGjRuTnp5O1apV2bNnD8bGxuTm5uLs7EzTpk0xMzN7LfuUlJRUaWmy8tnaxo0bx5IlS9i1axe2trbUqlWLoKAgrK2t35vP+d/VuXNnfv/9d3JycnByciItLY3c3FyioqLIy8tj4sSJ1K9fn8TERHR0dFi4cCErVqzg6dOntG/fntOnT6NQKNDQ0MDS0pJz586RkJBAUVERrVq1IigoiFOnTrF+/XqUSiWFhYUYGxtTWFjI0aNHadu2LXl5eYwePZpLly6xYsUKfvjhB8aMGcO1a9ekbFxxcXHMnz8fpVLJiBEjWLVqlZSp5qeffiIkJITIyEiePn3K8uXLVTLd/JkWLVpQtWpVGjZsSE5ODsnJyXz00UdAaXmjsnIaZco6AVu0aIGxsTEeHh6YmppWyPJQ9n4oDdAJCgoiKSmJ+vXrU7Vq1b/7L3tpTZs2lb4X5bOXKZVKtm3bRn5+Pj4+PtIyrq6uqKurU1JSQvv27fH09CQiIoJRo0a99DblcjkLFy5EqVTy4MEDRo8ezdq1a6latSorV67E09NTytgVFhaGXC5nwYIFKBQKsrOzOXToEHl5eSqZvcLCwigsLGTgwIE8e/YMPT09unfvjre3NzNmzODYsWOoq6uzdu1amjZt+peOkba2Nnv37lWZVlmWx+czdJRls/P39/9L2xOE/6ry2d2Cg4MJDg5WmV/2nSofrFz2+7F8ecg36dmzZxWyDNrb21O7dm1cXV1p3749U6ZMoaioiBEjRuDj41PptUkmk2FmZkZaWhr5+fmEh4ejr6/PhAkT8PLyei9KB+rr61O9enUcHByk62llygeAlg+6CgwMxNnZGaVSKQ1oEP45BwcHhg4dyq5duwDQ1dUlPT0dW1tbqlevzoEDByp9X3BwML1790ZNTQ1PT88K5VgFQRAEQRAE4U0QgTmCIAhvgddVEuT5UV+vsxTJm1TW0WViYoK/vz9aWlrSQ9b69etLnfweHh54enqqBA4Ir86L0qeX76Au64iuTGUd0nK5nCZNmkiBJ/8Vf/TdPXjwILGxsVy8eJHCwkIyMzNJS0sjNjaWlJQU0tPTadCgARMnTmT37t08fvyYbdu2kZaWxpMnT7h27Rpz584lNDSU2NhYqlSpQp8+fahevTpTp05l//79ZGdns2XLFgoLC+natSvFxcX8/vvvKBQKFixYgL6+Pkqlko8//pjQ0FAuX75MrVq1OHz4MCYmJiiVSi5cuEBSUhKurq7s37+fzp07S+/Ly8ujX79+1K5dmyZNmgCVp4QvOwb9+vVj9+7dHDt2jICAgH//H/CGGRgYSKnwP/zwQ6pWrUqDBg2ktPh/Nr+yNP15eXls3rxZGoGakJCAXC5XOVcCdOzY8bUG5UBpsEpKSopUHkBbWxsdHR0AcnNzpU7tatWq8fDhQ/Ly8ti5cydnz57lxo0b0n6XZQqpW7cut27dIi4ujpKSEurWrUuHDh2Qy+UVgqBet/KBOWXnwl27dtGhQwdq1ar1Jpv2VlFXV6d9+/bUrl2bqKgoPv/8c1q1asWtW7c4f/48kZGRaGhoEB8fz5MnT/D396d///4olUq6dOnCl19+ydOnT1mxYgUAH3zwAU+fPqWkpIQbN27g4uJC48aNqVq1KsePH+fbb7+lWrVq0vZ79erFkCFDGD16NDt37mTAgAHs27ePJk2asGzZMg4ePMjy5cuxsLCQAhATExOpU6cO+/btk+7HvvjiC/z9/UlMTGT69Ols3LjxpY/B8yPvjYyMpCx/5UfwP19+pbCwkIkTJ6Kuro6zszMeHh5oaWlRUlIilc8qO7eqqalhZmbG5MmT/9XyXS/j+fJ+5ZUF8PyTkn9KpZLdu3cze/Zszp8/T1RUFH5+fqSmpnLkyBE0NTXx9PTkxo0b0nv27t3Lt99+S1RUFD169Kiw3IULF7C0tOTrr79m9OjRAJUGPZZ9DgVBEF61Xbt2YWZmxrRp0/Dz8wNQCbJ2cXFhz5491KhRg27duuHh4fHCa1Pfvn2xsLAgIiKCHTt2MHz4cOLi4v6wbO67oHwAVvkMnWXKl+gtC7waNWpUhQBQFxcXXFxcVKaVH+hTfj3lXwt/rFOnThWyGD+fIbX8cS57Xb7UlSC86/6s1G2ZjIwM1qxZw7Rp015TywRBEARB+Kve/95YQRCEt5RcLpfKuLRt21alrMizZ8/o2bMn9vb2DBo0CCj9Ifa///2Prl27snLlSmk98+fPx9bWlsDAQEC1NM2YMWOA0oAGHx8fXFxc+O2336RSJCEhIe9lCZjnlZVviYuLY9iwYTg7OyOXy5HL5fz4449oaWkxf/581q1bJx3H51MhC39NeHh4paVu7t+/j6enJ1CaDeJ5ZR3RQUFBHD16VGVeUlIS6enpADx+/BgrKys+//xzbt26VWE9lb3/XVS+DNuFCxdUygidO3cOmUyGlZUV69atAyAkJITDhw8TFxfH7NmzcXBw4PHjx/z222+0atUKIyMjAgIC2LNnD+fPn6dfv35oaWmRmZmJt7c3nTp1QqlUMmXKFCIiInB1daVr165s3ryZhw8fsnr1aho0aEDVqlXp1q0bSqWSK1eukJWVxaNHj7C1tcXLy4snT54wceJEZsyYgZaWFk2bNmXChAloa2tLJQD09PQYMmQIDRs25MSJE6ipqeHr60twcDAPHz7E1NSU7OxsUlJSKCgoqDQlfJn+/fuzdetW0tLS/hNBWuX3v7K0+H80/0Vp+nV1dQkJCcHHxweFQkHr1q0rnCuBNxLMmZ+fT2ZmJnp6eujr69OlSxdSUlJwcXGhoKBAZVmlUklUVBStWrVCLpfTsmVLAG7evMnNmzelMl3NmjWjS5cuXLx4UQr+cnJy4u7du6+kzWfOnMHc3BwHBwfWrl0rBYyVPzempqbSp08funbtyu3btyuUUbS2tubOnTtERkbi4eEhZTQq28/Ro0fj4OCAm5sbDx8+rLDN912/fv2oVasWBgYG/Pzzz+zfv5/69etTUFCAoaEhxsbG5Ofn4+DgwKhRo9DX18fOzo7OnTszdepUli1bhp6eHgBeXl5ER0ezb98+1NTUUCqVeHp6kpGRgYODAxs3blS51ujq6lKlShXu37/PokWLsLW1JSEhgS1btiCTyfj222/Jzs4GSrP7gGqmmgULFgCwYcMGbG1tGTFiBGlpaf/oeNSvXx9TU1NsbGxUOvyeL7+SnJyMnZ0dFhYWGBgYYGhoiJubG+7u7pWOJvfw8EAul7/xLE1l5f2cnJyws7Oja9euzJ49Gyj9Xj1f8u9lyeVyAgICSEhIwNramuTkZA4fPoybmxvVq1fH29ubunXr0rBhQ06dOsX+/fuZNm0aV65cwcrKitq1a3P79m3s7e1VlktKSiI4OJht27bxySefSOeqmTNnsmHDBvT19fHx8SE1NVWlnKogCMKrdOvWLWmQSllWm/JB1nFxcdKzg4yMDLKysl54bSp7v7u7O3v37uXkyZPY2tq+5j0SBEH4b0hKSuLYsWMvvfzFixdJTU0VQTmCIAiC8JYTGXMEQRDeoLJR1AUFBSplRXx8fCqMqobSUWqhoaHY2NhIWUesrKwICwujZ8+epKamMn/+fPz9/bGwsGDKlCmcPXsWgFatWrFu3TqSkpJURsn16tXrvSsB8zwtLS26d+/O06dP2bFjB8uXL0cmk6GmpsaQIUOoWbMmP/zwAwUFBVLQSOPGjenfvz/ffvstbdq0ecN78Pb6s5E7z6dPNzU1lTqe1dXVK4xut7a2JiAggLNnzxIREUGXLl24du2alF1l06ZNrF+/Hh0dHSwtLdm2bRuTJk3CycmJefPmvYY9fr3Kl2E7fPjwS41wNTc3Z/To0bi4uNCmTRvU1dXp2bMnbdq0ISUlRcp8cvPmTUJCQti/fz/Pnj3jxIkT1KpVCx8fH/T09KQgAENDQ6KiosjIyGDYsGGYmJgwduxYzpw5g46ODlWrViUiIoKePXvy2WefERUVxaNHjygoKKBmzZrUr1+fvn37smzZMrKystDU1ERDQ4NmzZoB0LBhQxQKBUZGRvj7+2NnZydle6lTpw5BQUHExsZKQXOV0dXVpWrVqu/tOexV+qM0/S4uLjx48IDx48fzww8/UK9ePZVzpbOz8xtps5eXF0eOHAFKO4XMzMzIy8tj1qxZhIeHU1xcTNOmTenXrx8AI0eOZOjQobi7u1O3bl3c3NzYsGEDtWvXxsnJiUaNGmFgYICbmxv9+/dHQ0MDR0dHvvnmm1fW5gMHDhAaGopMJiM6OrrSAMKMjAyOHDlCTEwMoaGhLF++vEIZxSZNmtC9e3epbGVQUBBApdlZHj9+LG2z/L3D+6b8yPbz589XmP/8w2g7Ozu+++47lWmWlpaAaga3Bg0aEB8fzzfffEO/fv2wt7dn4MCB0ufsee7u7nz33Xfo6OigoaFB69atGTp0KJMmTQKgqKiI06dPS8FslWWqCQsL4+LFi9y8eZORI0f+5f2H0tJPZe2rrPRhZeVXTp48qfL3hAkTmDBhAlAa6FiempoagwcP/tMRuv+2mTNnEh0dzdOnT5HL5WhqamJvb8/EiROJj4+nqKiINm3acPr06b+8bqVSyaBBg6hWrRrR0dFMmjSJ8+fPk5+fj6enJw0aNODo0aPk5uZK7xk8eDA6OjpcuXKFjz76iD59+jBy5EhpuZMnT2JiYkLHjh1JSkri+vXr3L17F4VCga+vL2PGjGHhwoV07twZbW1tqZyqIAjCq9SsWTPi4uJwdXXl4sWLdO3aVSXIulOnTmzfvp0PPviAoqIitLS0XnhtKntf9erV0dXVZdGiRSKgUBAE4R9SKBT4+flx48YNqlWrxqRJkwgICCAvL49OnTqpDKC8c+cO3t7eFBYW0rt3b6ZMmUJQUBDJycn8+uuv9OnThwULFhAREYGFhQWmpqacOnWKOXPm0L17d5YvX054eDi2tracP39e5XenIAiCIAivhwjMEQRBeIPKRlE/X1ak/KhqU1NTvvzyS6D0wZmGhgZGRkZkZmZK0wCMjY25ffs2CQkJfP3116ipqfHo0SPMzMwAVOq+lx8l976XgHm+AwtKO+2e77gbPHiwyt+bNm36t5v23nk+CMfFxQVPT08uXbokBWHk5+dTUFBAXFwcpqamhISE0L17dw4cOMCQIUOIjY2le/fujB8/ni5dupCRkcGVK1d49uwZsbGxVKtWjSFDhrB27VpiY2Np1qwZVatWlUpEyGSy9+rhQvkybKtWrap0hGtxcTF37twhKyuLffv2sXTpUrKysujYsSOjR48mJSUFdXV1goKC+OWXXzAwMODLL7+kT58+GBgY0KJFC7p27cqECRPo2rUrT5484fHjx2RmZhIeHs7w4cNJSUlh/fr1hIeHs3jxYubNm4epqSnNmzdn+/btWFlZ0adPH1JSUmjZsiV79uyhY8eOWFhYAKWjdY8dO8bYsWOJjY2lTp061KhRgxEjRhAUFISamhqRkZF4eXnx+PFjtmzZAoCmpmaFLAiVpSqH0gC8sgxj74OmTZsSERGhMq3s78pS4Zdf/s/m/1Ga/k8//ZRPP/0UqPxc+XybXofKUtiXndfLB1aUBa0AL1y+PB8fH3x8fF5VM1WMGTOGWbNmsWbNGkaMGCFNVyqVUhYjY2NjNDU1MTExITEx8S+tvyw7y6FDhyguLsbCwoKJEydK2xw3bpx0/RdKVXaNmjFjBseOHUNdXZ3Fixczd+5cNmzYwIMHD7h9+zaOjo6sW7eO0NBQnj59yueffw7Ar7/+yrx587hy5YpUSs3CwoIJEyYwa9YsqlWrxrJly4iKimL79u2cPn2a8ePHM3/+fIqLi2nevDmGhoaYmZlha2v71mYcOHnyJF999RXr169/000hMzMTLS0tVq5cSa9evSgoKODatWtkZmZibGz8j8rQld2jNGjQgEaNGkmvL126xNmzZ7l9+zZKpVK6by8fWHr79m0ePXrEwYMHOX/+vDy8OS0AACAASURBVLRcRkYGgwcPZs2aNSQmJlKtWjUyMzOJj48nJiaGDRs2oK2tTbt27bh27ZoopyoIwr/C3d2dAQMG4OLigr6+foX5wcHB9O7dG4VCQa1atdixY8dLXZs++eQTAgICxAAWQRCEf2j37t0YGhqyevVqFAoFtra2HD58GF9fX7Zv305GRgZJSUk4Ojpy8+ZN5s+fT8uWLXF1dcXLy4udO3diY2ODrq4umzdvRqlUEh4ezq1bt9i9ezdz5sxh1qxZaGlp4e/vj5WVFfXr1+fBgwfY2tpSXFxMYGCgVBpWEARBEIR/lwjMEQRBeIPU1dVVyoocOXKEjRs3VjqqGko74s3MzEhOTsbQ0FCa1q5dO37//Xc+//xzWrdujaenpxSIU1xcTHx8vMrIuPKv+/fvj4eHB0VFRf+JEjDCP/P8aB6Ab775hqNHj0qZLMo6OM+cOUONGjVYunQp06dP5/r168TFxZGSkkLdunXJzs4mIyMDuVyOmpoaVapUobCwkPDwcB48eECLFi24d+8eJSUldOnShbZt2+Lu7s7Vq1dRV1enRo0ab6SszutUvgybo6Mjly9fluaVjXDNyspi6tSpNGzYkLCwMBYuXMjMmTOJi4sjLCwMAwMDlVH4ampq0v/JxsaGpKQk5s+fT7169SgsLERLS4tdu3bRpk0bLC0tSUtL4/vvv2fFihW0bNkSGxsbHj58iJaWVoX2Ojs789133/Hpp5+ir6/P5cuXqVu3LvHx8dSqVQstLS38/PzQ19evtBP17z7k9/Pzw9DQUMoGJAhvmr6+PmFhYaSlpeHr60uDBg2A0oChskxFv//+OyUlJcTFxfHhhx8ClZdR1NLSUinlBlSanaW4uFhlmwcPHvw3d/Gds2vXLszMzJg2bRp+fn7k5+eTmpqKXC4nISGBhQsX8sMPPzB37lw2bdoknTefPHmCj48Pubm5DBw4kMOHD9OrVy/27dtHrVq1MDIyAiA0NJRNmzZJGQsNDAxISEggMTERHR0dlEolffv2VWnTqlWrKrTzbQoutbGxkTIvvmkhISHcu3cPFxcXatWqhY6ODtra2iiVSk6dOiVlzIHSIKx+/frx+PFjDAwM+Omnn/5w3U2bNpUyI1lZWUlBo+bm5vTu3Rtvb288PDykzBH379+Xlre2tubBgwcMGzaM6Ohoabl79+5x9epVdu7cyRdffMGVK1fo0qUL8P9lO8u+tzo6Ojx79gwrKysRmCO81cLDw8nIyKCkpKTSUhl/lkmzjLe3NwEBASQmJlJSUoKbm1uly40YMYKrV6+ydetWGjZs+Er24V2Xk5PDsWPHpCyBfzZ/48aN7N27FygtI+zt7a0S1GxmZkZUVJTKOl7m2qSmpiYFcguCIAh/3/Xr16Vsnurq6qipqaGrq8vnn3/OuXPnWLhwIS4uLkRFRSGTyYiMjGTQoEE0a9aM0aNHU6NGDfr06SMNbPv9998BqFGjBoaGhujq6vLo0SNyc3PR1tZm3759PHnyhODgYC5evIhCoaBHjx4iMEcQBEEQXhMRmCMIgvCGVVZWJDk5GV9fX5VR1QDbtm1jwoQJ+Pj4UKVKFQCOHz9OWFgYdnZ2NGrUiKlTp+Ln50dubi7q6uqVPlgrT5SAEf6K50fzODg4MGjQIIKCgmjTpg1Lly5FJpNRq1Ytbt68yZIlSxg7dizZ2dlUr16dAQMGsGrVKgYNGkRMTAxt2rTh8OHD9OjRg/T0dKpWrQqUZkoxMDDgwYMHaGhoMHz4cJYsWcLdu3fR1tamS5cu5OXlVQjMed/KQJQvwzZv3jwpMOfMmTPcvXuXRo0aUVBQgJqaGjKZjGbNmtGvXz/at29PkyZNkMlk6OnpERgYiJ2dHfHx8YwZMwaA3NxcmjVrxt27d/n8888ZPnw4NWvWJC0tjY4dO1KlShWKior46KOPaNmyJR4eHowbN44+ffoQExND8+bNKSoqYuHChVJ7Bw0aJAX7NW7cWDoP+fr6snnz5kr3sXyWk+cf8pfP/PJHVq5c+VcPrSD8q1asWMHOnTt59OgRU6ZMITw8HFdXV2rXri0tY2hoiLu7O1lZWWzcuBFQLaNYxsXFhTFjxjBw4EBpWu/evRk/fryU2nzChAncunWL7777jnr16jFlyhTGjRsnBQAIpZm7yrKQmZqakpubi1wul7Ip1a9fX+XBeFmQ1KFDh1i0aBFKpVLKVpiTk0OTJk2A0lKhQKUZC4ODgxk9ejRVqlRh5syZUpk+4a/73//+R1xcHAsXLmTq1Kk0adKEa9eu8fTp0wrL3rlzp9KSsH+Vuro68+bNY9euXX+4nIODA0OHDlVZzt3dnYEDBzJ37lyUSiXt2rVj6NCh3L1790/LqQrC26xevXoqgR3/xJ91Al67du2l7wX/K3Jycti5c+cfBuaUn7927VqGDx8O8MruCXbs2MGCBQvYvXv3K1mfIAjCf1nr1q355Zdf6NmzJwqFgkuXLpGdnc3jx49RKBQkJCSQk5ODo6Mjt2/fRltbGyh9VrR//37Gjx9f4blY+cEeZffCNWvWRENDA4VCwYkTJygoKJCeA2dmZqpkdhUEQRAE4d+j9jZ1YH388cfK33777U03QxAE4a30siMQ/45PP/2UefPmiWwTwp8KDQ2lffv29OzZEyj9XB45cgQtLS3atWuHl5cXtWrVIigoiA8++IAnT57QuXNnTp8+jYODA127dmXx4sXo6OiQkZGBra0td+/epXnz5lSrVo2tW7eyatUq1qxZQ0pKCgqFgkePHrF06VL8/f3p2rUrNjY27NmzhypVqlCnTh0OHz6Mi4sLYWFhNGvWjLS0NIKCgrC2tn5vA84CAgJwcnJCJpNx+/ZtvvnmGyIiIkhKSmLkyJGYm5vj5OSEXC4nKCiIunXrkpycTExMDNu2bWPhwoUq07Zv386CBQuwtrbm1KlTyGQyFixYQLt27ejWrRsnTpzAysoKMzMzzpw5Q3x8PMnJyRgYGFRoW3FxMZqampSUlGBlZYWzszO2trZ/+r8o/5C/fPCCIAgVlf2GU1NTU3ktvNjWrVu5desW/v7+jBo1irZt25KYmKiSveTy5ct8//33Usk2pVKJubk5x48fp7CwECsrKy5fvkzPnj1Zvnw5+vr6GBkZcf/+fSZOnFghY2FRURE6Ojps2rSJu3fvMmXKlDe2/++6pKQkAgICmDp1KpMmTZJKWZ07d47o6GiKi4txcnIiICCAiIgI5s2bx4ULF1RKwr5uZdfD0aNHM3ToUKm8oyC8SyorA3j06FHWrl1bITOVTCbj448/5tSpUwwfPhw/Pz8SExMZM2YMhYWFdOvWjYCAACljzqlTpyguLmbEiBEqpQXXrl3L6tWrWbJkCTY2NpWW4HxfnTlzhokTJ/LBBx/g6elJSkqKynEJDAxk8+bNVK9enaCgIHJzc1Xmr1y5kjVr1tC2bVt69OjB7Nmz6dSpE0uWLGH06NGcOnUKb29vatasSUxMDN26dWP69OmcO3eO0aNH07p1a65du8aFCxfe9KEQBEH4T1AoFIwcOZIdO3ZgYWFBamoqOjo65OfnY2xszNSpU3F1dSU5OZnU1FS8vLwoLi6moKCAkSNHsnr1aubOnUtGRgbJyckkJCQwYMAAvvjiC5KTk+nXrx+3bt1i4cKFhIaG8vDhQ7p27cqGDRvIzMxEQ0ODoqKiSjMiC4IgCILwctTU1GKUSuXHL7OsyJgjCILwHydKwAh/xfOjeeD/O4Pr1KnDmTNnkMvluLq60rlzZ5YvX05+fj4KhQJHR0d69OjBjh078PX1JTw8HFNTU5ydnQkPDyc7O1vKPFCzZk0+++wz9u3bx7FjxwCwt7cnNjaWxMRE5s6dy8yZM+ncuTN79uzBx8cHPz8/6tWr92YOzCvy/MP4W7duER0djba2Njt37uT+/fuMGTOGvLw8jhw5QqtWrcjOzubmzZtYW1vTpUsX6tati7e3N5988glZWVloamrSokULRo0ahUKhICoqisLCQho0aEDVqlU5dOiQVDKrvA4dOqClpSWNvtLQ0GD69OkcO3aMuXPnVhqUA6VZKUaMGMHjx4/x9fWVMvT8mf79+9O/f/+/f/AE4R03cuRIvvzyS9q2bYulpSUDBw4kOjqahIQEmjdvjra2NvHx8Whra9OkSROMjIzYvXs3xcXFfPLJJ8TGxnL58mWmTJmCmZkZffv2pX379vTr14+dO3dy5coV3NzcSExMJC8vj379+nH06FFGjRqFr68vw4YNIykpCXV1daKiot67UoHu7u4MGDAAFxcX9PX1qVmzJvXq1VPJXuLn54eRkRFWVlbSebdnz57Y2tpiZmaGnp4eUFrCsXfv3rRq1UrKnFNZxsKgoCBu375NYWEh69ate5O7/95YtmwZU6ZMQSaTYW1tXWlGnMpKwr6JbEVubm48evSIFi1aiKAc4Z31fBnAMi/KTNW3b19CQ0OxsbHB29ubadOmsWbNGho3bsyQIUNISUmpsI34+HiV0oIhISGsWLECuVz+nwrKAThw4AChoaHIZDLi4+M5d+6cynHR1dWVBkbEx8fzww8/qMz39/fnzp07UoDp3r17Ky2RKJPJWLRoEebm5kyfPp2ZM2eyZ88eKeBUEARBePWeLw0/adIkAgICuHLlCk2bNmXv3r04OTlx9OhRrl69irW1NVFRUZiamuLk5MS1a9cYM2YMxsbGjB8/ns8//5wff/yRuXPn8vjxY4qLi+nSpQuOjo40atSI3r17o6mpKWU57tSpE7Nnz+bcuXNcu3YNR0dH1NTUaNeuHUuXLn3DR0cQBEEQ/htEYI4gCMI7orIHaq/C3ykBEx4eDvDSacyDgoKQyWRSuYh/SiaT/WvHQ/hjvXv3Zu/evdja2lK9enWVeerq6uzdu5eRI0eSkJDAhx9+iJGRkVQqZOTIkWhqavLZZ59RXFzMqVOnCAoKolWrVsTExODh4cHVq1cBaNu2LUuWLOHGjRusXbsWPT09mjRpwtq1a/Hx8WHmzJk0aNAALS0tOnfuXCGwpHx5pHdJ+YfxFy9e5OjRo5w+fVrq8Pjss89Ys2YNderUYfjw4XzxxRf06tWLFi1acPLkSUxNTdHX12fatGn06tULpVLJ5cuXKSoqAuDjjz9GXV0dDw8PqaNDLpdX+gD++ewbCoWC9PR0IiIiuH///gv3oVWrVpw4ceJVHRJB+M8YMGAA27dv55tvvqGoqIht27Yxb948Zs6cSWZmJn5+fnTu3Jno6GiCg4MJCQnB1taW7du3s2rVKszMzFi9ejX+/v7Y2NjQoUMHDh06RKNGjUhJScHV1ZUrV65w/vx56tatK5Uh7NatG0OHDiUlJYXjx4+/t2nMtbW12bt3b4Xp06ZNU/m7fBkxgMDAQAIDA1WmmZubV8gmYGBgwM8//6wybf369f+kyUIl3NzcGDt2LO3atZPKuj7vRSVhX7dDhw69ke0Kwt8hl8s5evQos2bNUpn+fBnAMosWLcLY2BgPDw+VzFSdOnVCQ0MDIyMjMjMzuXbtGl5eXkBpmaXU1NQK205ISKhQWvC/asyYMcyaNYs1a9ZgbGxc4bhMmDABLy8vvLy8Kp3/sjp06ACAjo4OAHl5eTRq1AiAli1bvrodEgRBEKSAnLNnz/L06VNWrFjBtGnT6Nu3LxEREcydO5f4+HigNMC8LAjnk08+Yfny5bRo0YLOnTtz/fp1nJ2dMTc3l4JtevTogba2Nv7+/irbPH36dIV2XLx4ETs7O549e8b69eulgXGCIAiCILw+IjBHEARBeOUUCsVLjbR/2eWEt4e6ujpr1qypdF5ZsNSqVateOA9UA7qCgoI4fvw4dnZ25OfnExgYiLu7e6XrL3vovGrVKjQ1NQkNDZUyFbwvyj+M79ChA5aWlsD/B8mUdW6kpKSQkZHBhQsXaNWqFQqFggEDBlC1alWaNGnCtm3bOHnyJFWqVEFPT08K7OnQoQMXLlzAysqK/Px8kpKSMDQ0RENDA4D8/HzMzc25fv0669atIz09ndjYWBwcHBg2bBgODg7k5ORQpUoV7t27x+DBg1FTU8PY2JjFixe/mYMmCO8JR0dHQkND+eyzz2jatCnHjh3jyy+/5ObNmxQWFrJo0SIeP35MlSpVSEtLo3379ly/fh0PDw/69evH6dOnuXbtGpGRkaipqaGhoYGuri5qamro6uqiqalJjRo10NbWBlSzYmlpaTFs2DA8PT0xMjJi5syZ4vosvFWaNm0qZYDo3r27yrzy9xVly5w8efK1tU14O7wosET4Z5o1a0ZcXByurq5cvHiRrl27AvD9999L15CyzFQAcXFxmJmZkZycjKGhIa1bt2bhwoXUr1+fkpIS1NTUWLZsmco2WrdujbOzs0ppwf8qfX19wsLCSEtLw8PDo8JxSU5OxtTUlNDQ0ErnZ2ZmUlJSIq3vRYG2z0/X1dUlLS0NPT09EhMT/6W9EwRB+O9RKBQ4Oztz/fp1dHR0GDZsGH379qVNmzY0btyY0NBQKdj8zp07XLhwgZYtW6Krq8uNGzeYNGkS+fn5nDlzBlNTU0aNGoWenh7JycnSNsoHzv6RiRMnMnHixH9lPwVBEARBeDniaasgCIIgSUtLw97eHmtra8aMGcPkyZP5/fffOXz4MB07dqRPnz40bNiQ3bt3s2/fPpo2bYquri5dunQhKSkJc3NzGjZsSIMGDQgICMDe3h5jY2OWLFnC+PHjWbduHebm5lSvXh0LCwtmzpxJt27dpO07OjpSVFTEvn37sLW1xdLSksjISKA0s0/Xrl35+uuv39ThEf4ldnZ2HD9+nAsXLrwwKKc8X19fbG1tOXnyJH379n0NLXx9yh7Gh4aGIpfL+eWXX6R5SqWS1q1bs3nzZhITE8nNzSUhIYFmzZqxbt06tm/fjpaWFmvXrsXV1ZWYmBiSkpKIiYnh4sWLADRp0oTw8HDU1NSk7/iIESOkLFi9evWS6o5nZGRw7NgxcnJyWLp0KefPn+fs2bP06NEDa2tr4uPjkclkREdHS2XNBEH4+zQ1NWnatClz586lX79+1KtXj5YtW7Jo0SKGDx/O2rVr8fb2JiwsjD59+qCurs7o0aNZt24ds2fPZv78+bRs2ZLAwEAUCgUlJSXk5eWhVCrJy8ujuLj4hZ11JSUlDBkyhIiICLKysvj111/fxCEQBEF4ayiVykpLpb3vQkNDsbKywsHBgTt37uDu7s7atWvR19cnKiqK1atXA2BpaYmdnR0mJibExcUxePBgUlJS2LZtG5aWlgwdOpQqVarw7bffMnz4cBwcHHB1daWgoKDCNjt27CiVFrS3t/9Pl/5bsWIFtra29OzZk1GjRlU4Lnv27CEyMpL27dvj6elZYX69evXIzs5mwIABZGdn07hxY/r37y9lJX2Rb775hl69euHj40Pjxo1f094KgiC8/3bv3k1JSQlhYWGEhISwatUqOnTowJEjR0hJSUGpVFJcXAzA3Llz0dbW5vTp0xQUFKCrq8vDhw8pLi7mu+++48mTJ/To0YPIyEgKCwulbYgBFYIgCILw7lB7mx40fPzxx8rffvvtTTdDEAThP+vZs2eoq6ujqamJp6cnHTt2RFdXl/T0dHbv3k2vXr04f/48TZo0oXXr1ly/fp3JkyczYcIEGjZsiFwuZ+DAgcyaNYvQ0FBq1qzJgQMHePr0KWPHjmXy5MmsWLGC/v37k5ycTPXq1fn000+ZM2cOCoWCoKAg1q5di4ODA0ePHkWhUNCjRw8OHTqElZUVp0+f5vz580ydOlWUshLeSwsXLmTnzp08evSIKVOmcOnSJeRyOdra2uzcuZP79+8zbtw4CgsL0dLSYseOHYwdO5aAgABatGghlXlLTEz8w+UALl++jEwmIz09HU3N0iSKaWlpzJo1i/z8fAoLCzl58iStW7cGSs8PJSUlJCYmsnfvXrp06cLMmTNJTEykR48eUpkCQRD+vgMHDjBo0CDS09PZt28fXl5eUuYsHR0drl+/jr6+Pjt27GDy5Mlcu3aNKlWq0L59e27fvs3FixeZOXMm7dq1Y8CAAbRr104qQXjlyhW2bNmCq6srenp63L9/H01NTWQyGbt27aJ3796UlJSgq6vLjh07qFat2hs+GoIgCC+vLGNOjRo12LNnD9ra2oSHhxMfH8/t27cZPnw4+vr6pKens2vXLqpXr469vT2+vr7k5+fTtm1bwsLCCAoKIjk5mdTUVDZu3IiBgcG/1uakpCRu3bqFg4PDSy0fHh7O0KFDX9gBN2fOHLy8vGjYsOFfbotcLiciIoK7d+9y6NAhTp06xcaNGwkMDMTX15cDBw6wdetWDh48SHh4ONbW1pw6dYq+ffsSEhJCmzZtRDbUd1hxcTGampo8fvwYZ2fnSkugCIIgCH9daGgoeXl5qKmpMWPGDBo0aMCTJ08wNzcnJSWFu3fvoqamhpGREQ0aNODSpUts3LiRbdu2sXHjRqpXr07dunWZO3cuVapUoX///tSoUQN1dXUSExMJCgrC2toaJyenN72rgiAIgvCfpaamFqNUKj9+mWVFKStBEARB8uDBA0aPHk1OTg5JSUmMHDmStWvXolAoaNWqFQUFBdStWxdTU1MOHTpEZGQkW7duBUrrGhsYGJCfn4+HhwcPHz5k6NChxMXFoVQq+eabb6hduzY//fQT6urqXLlyBTMzM/r378+OHTtQKBT079+f+/fvk5CQIP2ozMzMJCsrCyMjIzQ1NV86RasgvIsmTJjAhAkTpL8HDx6sMl9PT4+DBw+qTCvLdgP/XzKsRYsWf7gclGbLGDx4sBSUA/DBBx+QmpoqZeMxNjbG1taWY8eOUaVKFebMmcOsWbP43//+h6amJt27d2fTpk1Ur14dLy8v9uzZQ3BwMKamply5coVTp07h7e1NzZo1iYmJoVu3bkyfPv0fHCFBeL+5urry6NEjAIYMGcKQIUNeuOz27dv/cF35+fnS62nTpqnMy8nJkV6XnTdOnDjxV5v7XinrZBYE4d2VkZHBr7/+yunTpzl16hQhISHMnj2bTZs20aFDB2QyGWfPnuXs2bNMnz6dOXPm4O/vj4WFBVOmTOHs2bMAtGrV6rVkbUlKSuLYsWMvFZijUCgIDw/H09PzhcEv/zSzaFJSEp06dQLg448/Jjg4mOTkZDp06ACAiYlJhfvL+/fv06ZNG0CM2H+XnT59msDAQKm0sCAIQmUmTJjAvHnzpFLYUFpSNCgoiKZNm765hr3FWrduza+//kp6ejp2dnYUFhZKGU/v3r3L9u3bCQkJQalU0qxZM3x9fZkxYwaxsbGMGTOGqlWrcuvWLQC6dOlCVlYWz549w8rKCigtDy8IgiAIwrtD/GoWBEEQJJs2bcLd3R25XI6FhQUzZsxgz549nD59mvr167N48WLOnTvH5s2bOXfuHO3atePDDz9ETU2NxYsXk5mZSWxsLFevXuXXX38lNzdXKpVRpUoVgoODiYmJobCwEF9fX6C0EzIyMpIjR47g7OxMnTp1MDY2JioqCrlcTlxcHAYGBiQnJ1NSUiKV5BEE4e87efIkvr6+jB8/XmX6+PHjiYuLIy8vjw4dOlC1alWWL1+Ompoa9vb2rFmzhtu3b1NUVMSsWbM4cOAA5ubm1KxZEygdDXbixAmmT5/OvXv3pPXKZDJOnTrFgQMHXut+CoIgvEqibJ8gvN2SkpL46KOPgNLAksTERPT19Xnw4AFnzpzhq6++4syZM9y9e5dGjRqRkJDA119/jUwmIyoqirS0NIBXMhBAqVQyevRoHBwccHNz4+eff6ZPnz706tULKysrHj16xMqVK9mwYQOOjo4AzJgxA5lMhoODA0lJSSQlJWFvb8+AAQP4/vvviY2NxdHRkQ0bNrBu3TpkMhkff/wxhw8fBko7RxMTEwkPD2fIkCG4urri6ur60iW5mjZtSlxcHAC//fYbH374IUZGRly5cgWAS5cuVXiPgYEB169fB8Q58l32V0sLC4Lw37Rw4UKVoBzhz/Xu3ZuMjAxu3LhBjRo12LJlC9999x0aGhps374dFxcXAKKiovD39ycsLIxnz54xZcoU5syZA8DQoUNxcnJiz5492NjYYGFhwaeffvomd0sQBEEQhL9JZMwRBEEQJA4ODgwdOpRdu3aRmpqKsbExjRo1Iisri8jISABq165N3bp1yc/PJyEhgTp16qBQKNi5cyfq6uqUlJRQUlJCzZo12bx5M7m5uRQVFVG7dm1Gjx5NtWrVUCgU0uh9HR0d9PX10dLSQltbG4Avv/wSR0dH1NTUaNeuHUuXLsXHxwdLS0vs7Oze2PERhPeFjY2NNCq8vLZt2zJ48GBcXV1ZsWIFubm53LhxA6VSSXR0NPXr1+fs2bMEBQWxYsUKpk2bRo8ePbC2tgZAQ0ODDz74gA8++IA6depI6y0baa2jo/N6dlAQhPeeXC5n3rx5FBcXU1hYyPbt2wkKCiI2NhZdXV02btzIw4cP8fHxQVdXl3v37rF582bU1NQICAggIiICuVyOXC5XGWkaEhJCZGQkT58+Zfny5XTq1AmZTIaZmRlpaWlERES8uZ0WBOEPVRZYAtC4cWOOHTuGv78/ixcvpnbt2kDpKHZPT08pEKe4uJj4+PhXkvll3759NGnShGXLlnHw4EFiY2MB2Lt3L99++y1RUVH4+fnRvHlzZs2aRXx8PKmpqcjlchISEggJCcHf35/MzEyOHj2KhoYGBw4c4OjRo2hqalJQUICPjw+5ubkMHDgQZ2dnle0bGhqyefNmRo4cyaVLl+jYseOftrlevXp8+OGHWFpaUqVKFdavX0/9+vUxMTHBxsaGdu3aoaWlpfKe2bNnM3LkSNTU1Ojbty9ffPHFPz52giAIwps1efJkhg0bRlpaGlOmTOHixYsMGzaMX3/9lUuXLnH37l2GDBlCvXr1pGyfT548Yfjw4dy7dw8DAwMiIiIqxSW0wQAAIABJREFUXDPeVWXlMnNzc1myZEmly3h7e6uUDgfYtWsXtra2rFmzhvDwcIyNjTE1NZWCccqvH8DIyEh6Xab875TBgwdXyKosCIIgCMK7RQTmCIIgCJJOnToRHx8PwJw5czA2NsbNzY3IyEhiYmJITU0lPz+fcePGcfv2bbKyshg7dqz0fkNDQxYtWkTNmjUpLCxELpfj7e3N1KlTadWqFWlpacyaNYuOHTvSvHlz6X1btmxRaUfZ6M7yRo0axahRo/7FvRcEoVmzZsTFxeHq6srFixdp27Ytzs7O0sOnoqIiiouLmT9/vpQ+uUePHtL7FQoFBQUF5OTkcP/+fWl6Weast8W4ceNe+EBtzpw5eHl50bBhw1e2vfDwcIYOHSpKPAjvjMoCVspbu3Ytw4cPf72NqsTTp085cuQIW7duZenSpTx+/JgTJ04QERHB8uXLGTx4MBkZGRw5coSYmBhCQ0P/tNTLF198gb+/P4mJiUyfPp2NGzcC0LdvXywsLF7HbgmC8DdVFlgCYGlpSWZmJmpqalSvXp2uXbsCMHXqVPz8/MjNzUVdXZ1Vq1a9srYkJCSwZcsWDh06JAUQlgXPNGzYkJycHCnjYNnycrkcmUwGQP369QHo2LFjpdkJDh06xKJFi1AqlWRmZlaYXxYUXbatPyOTyaRt+/v7q8wLCgpCU1OTrVu3SuU0ykr/tWnThuPHj//p+oWXp1Qq6dmzJ1lZWUyfPp327dtLAaX/lEwmq9DpKwiC8DxLS0tOnz5Neno69evXJz8/n3v37mFoaAjA3LlzmTdvHubm5lLg5+rVq+nduzdDhgxh2bJlbN++/Q/L8r6LXvQM4UV27dpFhw4dqFWrFt7e3v9OowRBEARBeKeIwBxBEAShUs2bNycmJgY3NzdpxOm0adNIS0vD19eXkJAQ9u7dKwXmKJVKQkJCOH78OIWFhVK9Y0DqjNbX1ycsLExax8GDB9/IvgmCUDl3d3cGDBiAi4sL+vr61KxZk3r16iGTyVBTU2PIkCHUrFmTH374gYKCAjw9PQF48OAB2dnZfPXVV9ja2mJiYkLdunVfS5sVCsVfDnj5owdqf9Zp/3eEh4fj6ekpAnOE98bbEpjTqVMnAExMTJg2bRoTJ04ESkvYlHUUGxsbo6mpiYmJCYmJiSqBgpWVd9mwYQMbN25EXV1dZdlXUdpGEIR/T1lgiVwu5/Hjx8yaNQuA2NhYFAoFu3fvBpCC7aC0DFNWVpYUZAK8MCDxr2rdujVDhw5l0qRJABw5ckQlgEWpVKKlpUVJSYm0/PPB0KmpqSr3DmXLa2pqvvB3V5k/O9f9FdOmTePs2bNoaGjw008//aN1CX8uPT2dGjVqsH//fqC0RJsgCMLrZGVlxeTJk1EoFHh4eLB7927q1q1LcnIyALdu3aJTp05oampKJSQTEhKIiYlhxYoVPH369L0LygGwtrbm1KlT7Nmzh+DgYExNTbly5Yp0H7FkyRJiYmLo1q0bPj4+REZGkpCQwIABA3j8+DHW1tZoamqyYMECFAoF2dnZHDp0CC0tLQYOHMizZ8/Q09Oje/fuIpBHEARBEN5TondAEARBqFTfvn25fPkytra2xMfHk5KSgq2tLT179sTb2xsTExOMjIywsrLCwcGB3Nxcevbsia2tLdOmTSMlJaXCOlesWKGyDkEQ3i7a2trs3buXQ4cOsWXLFry9vZk2bRpyuZzo6Gj8/PwYPHgwJ0+eJCYmRuoENzc3Jzs7G1dXV3777TeCg4OlUeDh4eFSOudXNUJXLpfTu3dvevXqxf79+7G1tcXS0lIquWdhYcG4cePo2LEjW7ZsoV+/fnz00UdSeYuy0lve3t588cUXWFtbExwcLE1LTEzk559/xszMDAcHBw4cOIBCoWDEiBHY2dlJWYLOnTuHTCbDysqKdevWAaUdg/7+/nTp0oU1a9Zw/vx5YmNjcXR0ZMOGDa9k/wXhrwoPD2f16tVAaaezXC6nV69e9OjRAwcHB7KzswEYPnw4Tk5OKp/VQYMGYWdnh7OzM3l5eaxcuZL4+HhkMhnx8fHs27evwnfwdSn7TsfFxeHl5UVMTAygWsLm999/p6SkhLi4OD788ENq1qxJRkYGgJQlsLywsDDkcjmrVq1S6cx+FYF1Z86cwdzcHAcHB9auXUtAQABQ+v8JDw8HICAgQLq3ysnJ4erVq1LAwaJFiwCYMWMGMpkMBwcHkpKSSExMxNLSEnt7e2bPnk12djYymQx7e3vGjx//j9stCO8yExMTfH19X9n6FArFSy3Xu3dvkpKScHBwwMHBgSdPnlRYpkOHDpw+fZrBgwfTsWNHKRja3t5euq8oz83NDXd3d3bs2KHyu0tPT+8f79cfCQ0N5cSJE0RHR2NgYPCvbuu/RKlU4ubmhpmZGfv37ycpKQlPT0+++uoroqOj0dTUlK7dZcrucevUqVPpPW5l1+SVK1fStWvXfyX4XBCE95OhoSHp6eloaWlhZWXF999/j6WlpTS/LNNuSUmJdD/dunVrvvrqK+RyOb/88gtjxox5U83/15VdF6dPn869e/ek6TKZjFOnTnHgwAGaNGlC9+7d2bhxI5MnT66wjr179+Lq6kpUVBS7du2Sztv6+vqvc1cEQRAEQXjNRMYcQRAEoVJaWlps3bpVZdrzPya//fZblb8DAwMJDAwE4PLlywBSRxPAhAkTyMnJUUmVLgjC20WhUODn58eNGzeoVq0akyZNkjqPZ82ahZOTE8OGDSMpKQl1dXXWr18vjQRr0aIFUVFRGBgYsGLFCmnkelBQEKmpqdy+fZsWLVrQsGFD9u/fj6urK4GBgWRlZeHr60t+fj5t27YlLCyMpUuXsmHDBnR0dJg3bx6dO3dWaeezZ884cOAADg4OHDt2DIVCQY8ePejevTsPHjwgICCAkpISOnfuTFJSEhcuXGDNmjUsXrxYZT1lnd3m5uZMnz5dmr5jxw5++uknmjZtilKpZNeuXRgaGrJ69WqpUy4wMJA9e/ZQo0YNunXrhoeHB1AayBAUFES3bt04ceIEJiYmHD16FE1NcestvD5/VLItMjKSzMxMzp07x9atW1m5ciUODg5oaGhw9OhRZs+ezbNnz4DS6/j58+eZO3cuW7du5ccff8TY2Bi5XI5CoWDcuHEVvoOvi5aWFt27d+fp06fs2LGDwMBAbGxsqFGjBps2bSInJwdDQ0Pc3d3Jyspi48aN6Onp0aRJE5ycnGjRogX16tVTWaeZmRm2trbY2tq+8vYeOHCA0NBQZDIZ0dHRUkmYMhcv/h979x6Q4/3/cfzZSUxzrklfhMja4o4cInV3UAnJYUgkpDluxjCKlcMcNmbOhyJD04Qc5jDRLeXQRMnWnFKmnElE6u6+f3/0u691V+xkTvs8/nHf131d131dl7urq/vzut7v02RkZJCYmCiFgoYMGcLKlStp3rw5KpWKtLQ0srOzUSgUpKenM2fOHNq0aUNgYCD+/v6o1WoOHjyIXC4nJCTkH1fKEITXUVpaGt27d+fu3btMmTKF48ePM2vWLIKDg4mPj6dly5Y8ePCAiIgIiouLGTNmDAkJCcydOxcPDw92797N/PnzUSqVTJ8+HQ8PD9q3b4+NjQ1VqlRh4cKFf7gNOjo65c7BXl5eAFo3KMTHx0uPg4KCCAoK0lqmdPuicePGMW7cOAB69+4t/d2lofm7SxOIhudXAUh4/p5WGUdT7cnV1RWlUqm1jOYa19HREX9/f27fvi1d4y5atIivvvpK63eyq6sr4eHhJCYmkpSUxPHjx4GSkHuDBg1o3Lgx+/bto7i4mK5du764nRcE4ZVnamqKtbU15ubm3Lp1iw4dOvDdd98B8OmnnzJgwADeeecdqVJuYGAgw4cPZ/ny5VJF7Xbt2r3MXfjX6OnpUbVqVapWrUqdOnWk6Zo2klWqVHnm8mXbTV67dk2qPCSTyf6lrRYEQRAE4VUgRgcEQRCEcnJycvD19aWoqIgWLVqwdOlSrYH6vXv3MmfOHPbt20dBQQErV67ExsaG3bt38/nnn2Nrayt9iXj+/HnGjBnDkydP6Ny5MwBz584lJiaGn376CU9PT65du8axY8cYPXo0vr6+dOvWjQMHDgDg7OwslXYVXi65XC7CBf8yhUJBbGys9IX8P5Gbm8uhQ4fo1asX8Psg/Z49ewgKCmLMmDEV3kH+3nvv0bNnT5RKJVOnTmXo0KH8+OOPAHh4eODo6MjVq1c5fPgwarUaHR0dPDw8CA4OxsLCAn9/f+lxaVZWVqxZswY3Nzfc3d2ZNm0atra2TJ8+nblz5zJlyhTs7OyYPHkyx44dY8eOHcTFxVGlSpUKB5ZbtWrF7du3SU9Px9XVFYCbN2+iVqsxNjaWviBs0qQJlStXpl69ety7d6/cep725VlwcDCzZs1CqVQSFBTE+fPnpbsENZUzUlNTpUG227dvc+vWLWmdBgYGonWV8NKoVCqtAeGyLU08PDykgJlMJuPAgQOYm5tLraFat27NsWPHKC4uZuLEiSQkJHD9+nXatm2r9T5P+xks/X7/JplMpnW+XLZsmdbrubm5/O9//9Ma2IaSVlxlaUrQr1mzptxrz6va16hRo5g1axbh4eEEBARI0zXHrPR5RnMMb9++TfPmzYGSc096ejoKhUIKOJuamkphQF9fXwYOHIirqyvx8fEMGDCALl26MGjQoOey/YLwOtm1axezZ8+WWkVdu3aNU6dOER8fT1RUlNRS986dO0yfPp2ioiLGjBmDm5tbuXCDh4cHt2/fJigoiP/9738vc7eEN0jpyjgrV66UfpcC7N+/n+vXr3Pu3DkeP35MfHw8LVq04K233uKdd94hNDSUmjVrMmLECHR0dNi+fTs//fQTGRkZtG3blgsXLqCrq4uNjQ3vvvsu+vr6Wi0ZFQoF9vb2NG7cGA8PDxQKBRkZGSKoIwiCZP369dLj7Oxs4Pdr4iZNmnDixIlyy5S95n5TqVQqHj16RG5uLrdv35aml/0bqHTLytLK/m3WqFEj0tLS8PT05MyZM7Rp0+bf23hBEARBEF4qMbImCIIglFOnTh3Wr1/P4MGDiY6OJiUlBZVKRVhYGFevXsXGxobExER+/fVXRo0axZAhQ6hevTqnTp1i3759NGjQgGbNmjFp0iSioqLYvXs3H330EcuXL8fa2hodHR0cHR1ZtGgRlpaWbN68mQULFuDs7MzQoUNp2LAhFy9epLi4GAsLCxHKeU2pVCoRTHiJcnNz2bZtmxTM0QzSx8TE8N1330kDvWU9fvyYDh06EB0dja6uLjo6OlSrVg0ouTPMwMCAwYMHM3DgQBo2bMjMmTO1li/7JZOGJgBTr1496bGRkRHFxcWkp6fz2WefoaOjw8OHD2nbti2hoaGMHDmSSpUqMXPmTCloo6Grq0udOnWwtrZm//796OnpUVRUhI6OjtY2PG17Knq9tIYNGxIWFsbRo0dZuHAh7u7uHD9+nG7dukmfbRsbG6Kjo6latSpFRUXSueppX8iJUJvwPCmVSgYNGkR2djZmZmYMGzaMxYsXo1arGTVqFLNnzyYhIYETJ04QGhpK1apVWb58Oebm5mRlZXH27FkUCgWffvop+fn5JCUlYWtrS05ODiNHjkSpVPLzzz9TtWpVvvnmG7788kvpZ6ioqIj+/fsTGRnJ+++/j0qlIi4uTvoZFCpWs2ZNli9fTk5ODsOGDaNevXpASXWPFi1aYGlpya5duxgzZgyAFDQ8f/48zZo1Q6VSYWlpiZubm3ROLyoqQqlUsnDhQgoLC+nYsSNOTk7MmDEDKAkvvcnBnJCQEORyOTVq1CA5OZlhw4Zhb28vBa00NOFUTXhUc53ZsWNHrRCr8GYoeyc6QFZWljRdJpNJwRxjY2NMTEwApAG2igKHJiYmIpQjPFfPqozz5MkTunfvjoeHBzNmzMDV1ZWxY8fSp08frfnS0tLIzc1FV1eXjIwMrK2tuX79Ok2bNqVq1aqcPXuWwsJCHBwcuHXrFmq1msLCQiIiIti+fTuurq5YW1uzbds2PvroIxYtWkRKSgrVqlXD3t6ee/fuMXToUGrVqsXly5fZsWMHBQUF+Pn5YWhoSOfOnZk6deoLO2aCIAivgkmTJuHg4IBMJiv3PUVp7u7ujBo1ig8++OCZ6/P29uaDDz7A3d0dIyMj8R2oIAiCILzBxOiAIAiCUM6dO3cYM2YMKpWKt956i4cPH2Jra0tiYiLXrl3D1NSUNWvWsGvXLrKysqhWrRqHDx/G1taW5cuXs2nTJgwMDOjZsyc//vgjPXr0wNDQEBMTE+7fv0+NGjWkL8ZNTU2l6hKawTxfX182b95McXExPj4+L/NQ/KeVbWkEMG3aNGJjYxkxYgTDhg2rsHKSXC6nbdu25OTk4Orqyo8//sj9+/fR09OjS5cufPfddzRr1oywsLCXvIevptTUVLp06cKTJ0+Ijo5m6dKlHDp0CF1dXdauXYuZmRkeHh4UFRVhbGzM999/z5EjR6RKO5o2BufPn+fAgQPI5XK2bNlCz549mTt3Ljt37iQ1NZUFCxbw2WefkZCQQGZmJiEhIURERFClShWpzL1KpeLnn38mKyuLmjVrcunSJZKSkvDx8cHPz4/AwEB++uknrTvBqlevzrVr16hfvz4XLlyQ9utZYRlLS0sGDhwo3cmrVCopKioiIiKCyMhIIiIimDx5crljpaury/jx43FxcUFHRwcrK6tyFTP+rpCQEI4fP87Dhw9ZsGABDg4O7Nq1CwcHB4yMjNizZw+hoaF4eXmhUqmoVasWW7durXBdXbt2xdvbm4CAAHr37v1ctk8Qtm/fjpWVFd999x2zZs3izp07FBYWsm/fPuD3dpMzZ85kz549DBkyhOTkZMzNzQHQ19dn0qRJZGZmcu7cOVauXMnBgwfx9fXFwcEBc3Nz0tPTSUtLY9KkSRQVFUnv3aRJE+Li4jh9+jRyuZx169bh5OT0XH8G/8ifaYtpbm7+St25u2rVKrZt28bDhw+ZPHkyEREReHp6Urt2baAkLNCwYUM6duyIoaEh27Zt44svvmD48OHo6OjQs2dPPv74Y+rWrYtcLkdHRwcfHx+qV6/O0qVLefToEQMHDiQpKYmpU6dSVFSkVYHhdfNXAr4ymeyZpf/LthTStFzLzMzUCrEKb4aKQrkNGzbkl19+AeDMmTNPnfdpoV8RNhdeJENDQ6pXr45SqaRhw4bo6elRr149rQBPYWEh169fZ+PGjUyaNIlff/2VOnXqcPDgQapXr46XlxdFRUXUr1+fvXv3UrNmTamiplqt5vHjx7Rs2ZLCwkISExNJT0/H0NCQTz/9lISEBFauXEl6ejpJSUk4OjoyYsQI1qxZQ1RUFEZGRjx58uSNDn4KgiBolP27w9PTEy8vL7KzswkMDAR+bycJv1cW6tOnT7lApWZ9oN3actu2bejr6zNy5EgaN278vHdBEARBEIRXhAjmCIIgCOVERkbi7OyMQqHg119/5dGjRxQVFXH06FGKi4vx9fVlypQpdOvWjWnTptG1a1ccHBykAMfVq1cpKiqidevWWFpaYmhoyGeffYalpSVBQUGkpKQ8dZAewNHRkblz51JcXMy0adNe9O4L/2/Hjh2YmJgQFhaGSqXC2dlZapfRuXNnhg0bxscff8yUKVO4ePEin3/+OZs2bQKgZ8+e2NnZERERgbGxMZGRkQQGBlJQUEB8fDxubm7cvXuXWrVqveS9fPUUFBRw4MABoqKiWLZsGdnZ2SgUCtLT05kzZw4rV65k9+7dVKlSheDgYA4dOlThHVWBgYFcuXJFa1Da3t5eq+0UlHyBVLr8cq1atbh27Rp79+4lMzOTgIAAnJycMDY2xtjYmGbNmuHi4kJxcTHVqlXD2tpa604wPz8/hgwZgkwmo27dumRmZnL58mXs7e25fv261mCYxtSpUwkMDOT+/fvo6uqyZs0aQkJCuHz5Mk+ePEGlUjFhwgSp4kzpL8Y8PT3x9PSU1qVpD6OpIqKpmmBubk5AQADBwcHStIq+PNNMmzdvXrntDA8P13retm1bDh48qDWtdMsbzeNx48Yxbty4cusThH/i0qVLtGrVCgBbW1uSk5Ol56Xl5eXRvHlzjh07hp2dHdu2bcPf358mTZowfPhwDhw4QO3atTEzM2Pw4MG4ubkxcuRIFAoFmZmZrF+/HrVaTWxsLCEhIcTGxhIZGcm6detIT0/n8uXLxMbGii+Q/4Sy54J+/fqVm0cTqNKoUaMGhw8f1poWFBREUFCQ1rSy69Kc58LCwrC1tSU0NLTCtiQVVZd50coGgR8/fiwFfNesWcPQoUO5ceMGxsbGbNy4kQcPHtC7d2+qVKlCpUqVkMvlWq0gHzx4gI+PD+fPn2flypW0adOm3H5GRESgVCrJyMiQQqwjR47k9u3bjB49mpSUFMLDw8sFeoTXl6mpKTKZjE6dOmFlZfXUu9H/zdCvIPwZ5ubmWFpaSgO2ERERbNy4kczMTNzc3KT5NNVx6tevz+zZs+nevTuXL1+mUaNGLFy4kB9++IELFy5QWFhIu3btUCqVnDlzBgcHB4YMGYKdnR0zZ84kICCAjh07Ym1tLVVya9iwIceOHaNSpUr06NGDLl26EB8fT9WqValUqRKdOnUiKSmJWbNmsWrVqpdxmARBEF6a6OhoVqxYQX5+PosXL34u6+zatSsPHz7EwsICOzu757JOQRAEQRBePSKYIwiCIJTj7OyMp6cnpqam2NnZ8fDhQ+7cucOxY8eoWrUqs2bNIj8/n6NHj7Ju3TpycnL49ddfWb16NRMnTiQ0NJRKlSqhq6vL7NmzcXFxITY2Fmtra1QqFXp6es98f037HGtr6z91d6pmQEZ4vs6fP0+HDh0ApP8HTXUjzfMNGzawadMm6f9MQ1P5RLMMaLcwqlevHvfu3aNWrVrSYNm4ceNYsGDBH34+3nQ2NjZAyd3/U6ZMwcDAQAqhmJqakp+fT2BgINnZ2dy4cYOmTZtKFTCg5G7vv9pKpnSLJx0dHcLDw6V2H3Xr1uXcuXOMHz+eQ4cOUaNGDeLj47WW79OnD7169ZI+F6mpqdJrCoWC+vXrS1UbTp06pfUalLSR2L59u9Y6S/e0/6OqGKX34dy5cy99kFkQXoTGjRuTnJxM165dOXnyJBYWFpw9e7bcfNWqVSMnJ4caNWpw8eLFcq+XrRYRGRmJt7c3/v7++Pr6VtgCDqB37974+vpSVFQkQjmvqIiICKKiokhISKBy5crlXo+JiZGqL0RERGBtba31+/tFqSgIrAn4LlmyBC8vL3x8fFixYgXR0dH89ttvBAQE4Ovri7u7e7n1/fbbbyQmJnL//n0+/PBDdu/e/dT3Lh1iffz4Mb1792b06NFERUWJqo2vqdLh3dJ3okNJNTx9fX2ioqLIyMgA0Lpm0FyXlA39lp1PEF4F5ubmUhWoc+fOASVB3aSkJEJCQrh+/Tq1a9fm/v37bNu2DTMzM5o2bUpycjIbNmxg69atXL16VVqfqakpycnJODg4kJWVRZUqVXj33Xc5f/48tra2fPfddzRt2pR3332Xr7/+mgMHDpT7GRMEQfgv6N+/P/3793+u69y/f/9zXZ8gCIIgCK8mEcwRBEEQyrGxsWHPnj34+fkBYGRkxLhx41i3bh0ymQxzc3MqV67M9u3bsba25tatWzg4OODg4EDr1q1Zs2aN1MLGwsKCU6dO0bt3b3R1dTE0NGT8+PFStY7SgZrSX3ifPXuWmTNnvridFsqxtLTk+PHjdOvWDZVKBZSvbrR8+XJOnz7NpUuXGD58uDS9dKDqWS2MSlu0aNFz3f7XlSbUkpqayuDBg7l9+7Z0x35RURE7d+6kWbNmREZGEhQUhFqtltpHAaSlpdGiRQut9lJlFRYW0qNHD9LS0ti/fz8mJiakpqYil8s5e/YsmZmZACxcuJDU1FQuXbrEl19+Kd1RW1xczJgxYxg4cCD+/v4YGRlx/vx5IiIipIH6Fi1asHz5clavXk1iYiLHjh0jPDyc4OBgNm7cyMaNG1m6dCl6enqYmJhw9+5dUlNTcXR0JDY2lvr167N06VKtNixXrlzB39+fJ0+e4OXlxeTJkwkJCSErK4vs7GyaNm3KmTNn6NatG3369EGpVBIQEEBISMifCvcIwuukZ8+eDBw4EAcHB0xNTWnXrl2F802bNo3u3btjYWFB/fr1gZLBPHt7+wrnd3Z2xs/Pj5iYmGe+f7Vq1ahcufJr3SrpRTl69CiffPIJVatWZeDAgWRkZGi1HtQEIePi4qQWVtevX2fEiBEAUgurGTNmaLU2VCqV+Pn5YWhoSOfOnRkxYgS9evWSws0HDx4kOzsbd3d3wsPDCQkJYePGjSgUCqkiUlFREV27duXBgwfs3buXjh07Uq9ePbZs2fLMfdK0Q3keLaAqCgJrAkLp6ekkJyezatUqCgoK8PHxISMjg27dugFUWCXKwsICIyMjjIyMuH///p/ejipVqmBiYsKVK1c4ceIEX3zxxT/dNeEVExQUxLFjx9DT0+P7779/2Zsj/MdV1G5R87z038Wlqz9qXl+yZAmxsbGMHTsWPz8/Hj16hLe3NxcuXMDPz4+VK1eio6ODoaEhSqWSHj16IJPJqFmzJvPnz2fevHksXryY3377DQA9PT2aNm1Keno6X3zxBYaGhixatIiVK1diaGjIyZMnMTMzA0qqUnbq1IkbN25IN10IgiAIgiAIgiAIf0wEcwRBEIQK2djYkJaWxsGDBxk8eLAUrPHx8aF27doUFxcTEBBAYmIiBQUFpKenc+7cOZo0aUJgYCCpqanUrl2b77//HkNDQ+7du8f777/P+vXrqVGjBh9//DHr169HJpPRt29fbty4gaGhIdHR0QwYMICbN28yceJElixZQlZWFvPnz0epVDJ9+nQ8PDxYvXo1a9euFYPt/yIvLy+ioqKoUaMGurrSa3ERAAAgAElEQVS6VKlShcOHD7No0SLOnDmDs7MzLVu2pF27dty8eZP8/Hzat28vLR8WFsb8+fNRq9XSwNnMmTOZOXMmFy5c4OOPP9Z6P7lcLrWhuHr1KpmZmZibmxMWFsalS5cYMGAAdevW5eHDh4SHh2tViXmTGBgY4OHhQUFBAVu3bmXlypXI5XJ0dHTw8fHB09OT2bNnc/LkSapXr07Tpk1p0aIFOTk5eHp6Urt2bQDq1q3L3bt36dOnD6tXr9Z6j9jYWNq2bYtMJmPVqlVYWVnx6NEjTp8+TatWrZgzZw537tzhzp07JCYmsnv3boKDg1m7di2bNm3CzMwMe3t7qXVKx44dWbp0KYWFhRw4cAB9fX0GDhzIhQsXCAwMpHHjxsyaNUsK/BQXF7N48WISExNZu3YtX375JRcvXqRZs2Zcu3aN5ORkJk6cyPTp07UG/efNm0doaCidOnXC3d2dQYMGAdCsWTPWrVsHlASadu/erdWmShDeRAYGBkRFRWlN69y5s/RYM5DXunVrkpOTyc/Pl1pghISESPNVVFkiLS2t3Ptp5is9WGhgYEDfvn3/yW78J+zZs4d58+Yhl8uJi4uTKnVonD59moyMDBITE1Gr1SgUCgYMGEDz5s0ZP3488+fPZ+3atZiZmaFQKGjZsiVdunTh8ePHeHt7s2jRIjp27Ejbtm2lKoK+vr58++23AAwZMoTt27dz4MABbG1t6devH/fv32ffvn08fPiQ4uJivL29CQsLo2PHjvz22284ODhgZmbGhg0bSEhI4Ouvv0alUnH37l327dvHvXv32LZt23MJ5lQUBNYEdCwtLXFxcaF3795ASUBVExq1srLi9OnT5armXLx4kfz8fO7fv0+1atWe+d5lQ6wDBgxgwoQJtG3b9i9XnxNefRW1qQSkVmj3799nyZIl0jWppoXm07wKreCE/6bSlaGmTJkifYarVq3KqlWryM7O5n//+x8zZ84kJyeHb7/9litXrrB582YSExOZOXMmMpmMBw8e4O/vT9OmTZk6dSouLi5MnToVpVKJi4sL27Zt48yZM0RGRhIZGUlubq4UsteEPAVBEARBEARBEIQ/RwRzBEEQhGc6cuQIRkZGXL16FVdXV4YOHUqPHj1Yu3YtM2fO5KuvviInJwd7e3tiYmL44osvyM7O5t69e/j7+/P5558zd+5coGTwfsuWLaxevZrk5GQpmBMREcFbb71FWFgYUVFR7N69G3t7exQKBSqVirFjx3Lo0CFUKhVdunTB1dWV8PBwEhMTSUpK4vjx4y/5KL2ZdHV1Wb9+Pbq6ulLQIiMjg4KCAu7evUtUVBSXL19mxowZdOnShUuXLpGcnMy6devIzc1l586dnDt3jnv37jF06FBiYmKYNGmS9H998uRJqW1TWe+99x5hYWG4ubmRm5vLV199xTfffEObNm2QyWQv+Ei8OKW/ZNcICgoiKChIa1rpdlAae/fuLTetdDlkzcBRREQEc+fOxcbGBk9PT+rVq8f9+/cJDw9HLpdTrVo18vLyGDhwILdu3QJKPgu+vr7s3LlTCkQ1atSImzdvAr9XNrhz5w4jR44kNzeXzMxMcnJyKtzPW7du0bBhQwwMDMjNzcXQ0BAoaWmlq6tL8+bNefjwYbm2ZpcuXZJCXjY2Nly+fFnr/Ut7VnWm/zLNwM2sWbNe9qYIL0hiYiLTp0/nwYMHTJ8+/bmtNzAwEBMTE0xNTZ/bOv+Jf2OAXFNt65+GgEeNGsWsWbMIDw8nICBAmq5pPVi6YoyOjg46OjoUFBRw8OBBnJ2diYuL4/vvv2f48OHI5XLOnz+Pm5sbK1eupHXr1ty6dYvc3FwcHR2Jj48nPT2d8+fPI5PJUKvVDBw4kIsXL5KamsrSpUtp2rQpRkZG6Ovro6enx7Vr19i5cyeFhYXcuHEDKysrNm7ciFwu57333sPR0REoOdfu3LmTTp06YWdnx4EDB5DL5URFRdGvXz+pUs/ixYv/0vHx8vJi165dODg4YGRkpPVaYGAgw4cPZ/ny5ajVaubMmUNAQAC9e/fm22+/lX5/lFa/fn2GDh3KxYsXWb58+TPfu2yI1cXFhcGDBxMcHPyX9kF4M2gqFArC66ZsUKesUaNGSY8tLS0ZOnSo1usdO3bk8OHD5ZZbtmyZ1vMaNWpIVXuex+9HQRAEQRAEQRCE/xIRzBEEQRCeKScnh5YtWwLQsmVL1Go1N27cYNCgQdja2nLs2DHef/99jIyM0NHRwczMjOzsbORyOZmZmVoD4q1bt8bCwoLKlStjZmZGbm4uxcXFTJw4kbS0NPLy8ujZs6fW+9++fZv09HSpasbNmzelQX19ff0KB+SF56ds0KJp06ZSmEYmk3HgwAEArK2t0dfXRyaTcfHiRTIyMkhNTcXJyUla1x/9X5emKYuuCY1cvnyZFi1aoKenJ0qmPweNGjUiNTUVT09PTp8+zbvvvoubm5tWy6yff/6ZXbt2YWpqytdff01MTAzx8fFkZmZiZmZGRkYGJiYmwO+VDSIjI/H29sbf3x9fX1/UanWFLbWMjY2lFio1a9aksLAQKBmQVqlU5OXloVQqyy3XuHFjkpOTcXBw4PTp04wdO1br/UurXr26VPUjLS1N67Mo/Hmac7ioHPH6cnR0rHCw7Z8qW4mrLLVaTbdu3cjLy0OhUJQL2v0da9eulQYTIyIi8PPzq/Dn/89QqVR/e9m/qmbNmixfvpycnByGDRtGvXr1gN9bD1paWrJr1y7GjBkDlBw7ExMTTpw4QXp6Oi4uLuTn52NoaEhcXBzt2rUjOjoapVKJhYUF69atk6oZhoaGEh8fz4IFC6hRo4a0DSdPnuSHH34gJSWFx48fM3r0aBITE/nll19wcnLCwsKCt99+mx9++IEJEyYwb948Ro0axZMnT4iJicHOzg4oOQ93794dR0dHHjx4wMaNG4mNjUUulxMSEvK3gpC6urqEh4dX+FqVKlXKtXoBKqzSoBkg1rSELK10OBWQWqqCdoi1uLiY999/X7r2BVEV5b+k7P91ZGQkJ06c4JtvviEsLIz169cD8M0330hB4WvXrvHJJ5+wefNmlEolbm5uHDp06KVsvyAIgiAIgiAIgiAIr64X802kIAiC8NoyNTXl+vXrAFy+fJl33nmHdu3aMW/ePJYtW4ZMJuOXX36RBm3VajV79+5l79699O/fX2swV1dXt1wVi5SUFPLz84mPj2f06NHlBoHr1KmDtbU1Bw8eRKFQkJqairGxMVlZWRQXF3P69OkXdSj+kzRBC4VCQceOHXF0dJQGvFJTU2nSpAkAZ8+epbi4WJrWqFEj2rRpI5U4P3DgwFP/rytS9nPSqFEj0tLSKC4u5ueff/5L+6BQKP7Rne//dPlXkbe3N0ePHsXd3Z3c3FyqV69O3bp1kcvlODk5sW7dOmQyGQ0bNmThwoVUqlQJfX19ZsyYwYABA7C3t2f06NEYGBhordfZ2ZkFCxbg7e1Nfn4+UBKySkxMlNpeAejp6TFmzBg6depEREQE7733Hg4ODvzyyy9Mnz4dNzc3UlNT+fzzz7XWP3nyZKZPn06HDh2Qy+WYmZk9dR9dXFzYt28fXl5ez/HIvXoUCgXe3t706NEDe3t7Nm3ahIuLC127diU7OxsnJyfs7e217pQGyMvLw8vLi19++YVbt27h5eWFk5OTNF9ISAhDhgzB3d2d27dvv4xdE15jCoUCd3d3UlJSmDRpEk5OTnTo0IF9+/YBYGdnx9ixY2nZsiWRkZH06tWLFi1aSL9fdu/ejYODQ7llgoODadmyJZs3b2bixIm0bNlSWkapVBIYGIitrS27d+8G4MSJE8jlcjp27Ci1u5PL5UyaNAk/Pz8eP36Mj48Pzs7O9OvXj6KiIu7evYuTkxOenp6kpKQ8l+OxatUqHBwc6NatG/7+/lLrQU1VMs35tmPHjjg7O5Ofn4+TkxOfffYZhYWFeHt7c/LkScaNG4eTkxNpaWksXLiQLVu2kJKSgp2dHXXq1CEhIYFWrVpx6tQpXF1dMTAwkH7XLl68mO7du/Po0SMeP35MREQEaWlpPHr0SGtba9SoQXJyMpcuXSIvL48mTZrQtGlT7t+/D4C5uXm539+Ojo6oVCoGDBhQYYjmdXH37l1cXFwYNmzYy94U4RWwefNmjh8/zjfffMPt27fZuXMn8fHx7NixgxkzZkjzmZqakp+fz4MHDzh48CCurq6kpKQ8NWy2du3af7Rdf7ZCiahkIgiCIAiCIAiCIAivFlExRxAEQXimTp06sWXLFhwcHCgoKKBBgwYsWbKE+fPnY21tzYQJEzh79izr16/n6NGj9OnThxYtWuDg4ABA1apVn7l+S0tLLl68iIeHB/Xr15cG2uvXr0/v3r2ZPXs248ePx8XFBR0dHaysrFi2bBlDhgyhQ4cOUnsF4d/h7OyMn58fMTEx0jQDAwM8PDwoKChg69atPHjwABMTE7y9vbl16xabNm3C2NiYrl274uDggJ6eHs7OznzyyScV/l//GZ9++im+vr6YmJhQs2bNcoEQ4a8xNDRk165d5aaXbZk1e/Zsrec2NjYcPXpUa5qm+oDmdU2VmtLi4+Olx5pB28GDBzN48OAKt8/d3V3ruaYyQsOGDctVSQgJCdF6rrnT/e233yYxMbHcut/EgSq1Ws2OHTv44osvSEpK4uDBgwQGBpKdnc2BAwekVnQXLlwA4MGDBwwaNIg5c+ZgZWXFhAkTmDJlCnZ2dkyePJljx44B0KxZMynMIAh/1dmzZ1EqlQwfPpxWrVqRl5fH8OHD+e2337h8+TImJibUqVOHjz76iICAADIyMvDz80Mmk5GVlcWwYcNYtmwZ/fv35/Dhw1y5coUHDx7QsGFDhg8fjq6uLnp6ekycOJHly5dz5swZ1Go1np6ezJkzh+joaOLi4jA1NcXDw4NNmzbh6+sLQM+ePbGzs2PJkiV4eXnh4+PDihUriI6O5rfffiMgIABfX99y56K/a9y4cYwbN056XjqoqFH6fKtQKKhTpw6HDx9mz549zJ8/n507d2JlZYVCoaB9+/ZcuHCBLVu2sHHjRhwcHJgyZQpTpkyhW7duHDlyhK+++opFixaxf/9+duzYQb169UhPT6d58+ao1WouX75MdHQ0CxYs4Pz581IFGUtLS37++WfOnDlDYWEh06ZNY8GCBVqttgCtamjFxcVSUEEmkzFo0KDnctxeFIVCwcKFC1Gr1UyYMIEvv/ySxYsXM336dDw8PAB48uQJ3bp1kyoFOjs7s3//fnE98gabM2eOdE1RUSXI0nr16sWOHTs4dOgQwcHBNG7c+KmtV0tX/hIEQRAEQRAEQRAE4b9DBHMEQRCEZ3J1deWXX3555jxl744uW5kBfm8roPmC29zcXBrQr6g9QGRkpPS4efPmeHp6ar0+YsQIRowY8cc7IPwjZYMWCoUCmUzGrFmzpGkPHjzgf//7X7nPwZAhQxgyZIjWtIr+rzXTNIGL0kELzWdEqVRy/PhxiouL6dixI++8885f3pd58+axc+dODA0NiYiI4MiRI+Tl5TFy5EjOnDnDqlWrWLp0KaNGjeLcuXPl2mdERUVx+/ZtRo8eLd0JrWn9JAgvU+nWb8bGxtLjCxcu8MUXX0it6HJycgDYsmULw4cP57333gMgPT2dzz77DB0dHR4+fMhbb70lDS6W9VcHFP9puyHh9dWzZ09u3LjB/v37pYp7Dx8+5Pjx47z99tvUrVuXVatW0aZNG86cOUNMTAyDBg2ioKCA9PR0xo4di42NDcbGxkydOhVzc3N0dHRISEigY8eOGBgYEBYWRmhoKEFBQTRr1owTJ07g4+ODUqkESipDNWrUiIULF9KgQQOpQo2mDWZ6ejrJycmsWrWKgoICfHx8yMjIoFu3bgBSq5oXTS6XSyFCT0/PctdA+vr6hIWFSc8zMzN58OABP/30k9Z8pQNBX3/9NT/99BNqtZqPPvoIZ2dnAHx8fEhKSiIkJASFQkFsbCxRUVFkZWUxePBgHB0d6dWrF1OmTCEkJAR3d3dcXV0pLi7m7t279OnTh48++oipU6dSVFQktR593RQWFrJnzx6cnZ05dOgQKpWKLl26SMEcQ0NDGjZsyMWLFykuLsbCwkKEct5w69evZ+DAgURHR0uVIKOjo4GSlp+l9e7dG19fX4qKimjcuLH0s7Rr1y6pstf69etJSkoiLS0NuVzOkiVLyMrKYv78+SiVSikIZmdnR+vWrUlISGDu3Ll4eHiwevVq1q5dqxUuPnHiBJMnT6aoqIiAgACGDBnC7t27+fzzz7G1tZXOg4IgCIIgCIIgCIIgvBpEMEcQBEEQhFdeRkYGAQEB5OfnM2zYMPT1/9olzPXr1/npp59ITEwkISGBOXPmMG/ePHx8fBg5ciTbtm2jT58+7N69mwYNGrBixQr27t3LypUrsbOzA8DLy4tevXoxevRooqKi8PHx+Td2VRD+stKt30o/vnr1Kt7e3vj7++Pr6yu1nxkyZAhXr14lJiYGb29vLC0tGThwoBRWOHjwIAcPHqwwTPN3gjkDBw587YM5arWabt268eDBA+Li4tDT03vm/CkpKahUqpcW7HgV6OjoYGhoSPXq1YmKiqJFixYsW7aMS5cuoaOjI33eCgsLpXBZzZo1qVy5MpaWlpiYmBAdHU1RURHOzs5P/Zyr1WrOnTvHuXPnsLOzk9roAVhbW/PDDz/QtWtXDhw4IAUpNJ9HS0tLXFxc6N27N1Ay2L5w4UJSU1OxsrLi9OnTz61qzvN29OhRPvnkE6pWrcqvv/5KcXExcrmcLVu2MHr0aG7cuIGhoSHR0dFs3rxZKwxw+vRpEhISyMzMJCQkhLVr19KtWzfy8/OlcN8fVSjT09Nj//790vOKgrevk1atWnH79m3S09OlcNHNmze12nb5+vqyefNmiouLxTXAf4BMJmPixIn4+fnh4eFBly5dtCpBTps2TZq3WrVqVK5cGVdXV+RyufSzcv36dU6cOEFycjLr16/n66+/5ttvv0WhUKBSqRg7dmy5INidO3eYPn06RUVFjBkzBldXV8LDw0lMTCQpKYnjx48DMH36dHbu3Mnbb79N586d8fX1Zc6cORw+fJh79+49tbqPIAiCIAiCIAiCIAgvx+v9DbkgCIIgCC+UXC7XqpYDJdWPylbLed6aNWtGfHw8ycnJFVZk+iOZmZm0aNECAFtbWy5evEi1atXQ19fH3d2dJUuWsGLFCjZs2MCCBQuoUaMGvr6+XLt2jevXr7NhwwY8PDw4e/Ys4eHhLF26lHXr1mFvbw/AxYsXcXNzw9HRUTo+qampdOzYkfbt20vHRy6Xo1Qqyc3NlQaip06diqmpKU5OTmzYsAEbGxvCw8Mr3A/N+wnCn6Grq8uCBQvw9vbWCivo6OiwatUqNm7cyOHDh5k6dSqzZs3C2dkZV1dXbt68CcDMmTNxdHTEzc2NvLw8Vq9eLQ3up6WlsXv3bhwcHOjQoQP79u2jsLCQbt264eTkRN++fUlKSiIlJQUXFxc2bNjwsg7Dc3Ht2jXefvtt4uPj/zCUAyXBnFOnTr2ALXu16ejo4ObmRr9+/XBycmLZsmU0adIE+D0cY2hoKFXmu3fvHjo6OkycOJH9+/cjl8sZOnQo1atXl9anUbqVkqWlJVZWVrz33ntUqlRJaqv08ccf4+XlRUpKCv379y+3fYGBgWzfvh0XFxecnZ05deoUAQEBrFq1ii5dumBoaPjvHZx/ICEhgT179jBv3jwOHTpEYmIinTt3RqFQYGxsTEREBIcPH6Zv375ERUURGBiItbU1CoUCa2vrcuu7cuUKderUIS4ujqioqJewRy+frq4uderUwdramoMHD6JQKEhNTdX6zDk6OnLkyBGOHDkiWqm+AVQqlfRYc31buoqjvr6+FHbbsGEDgwcPJj4+nri4OCmUUzqQZmBgQN++fbXew8LCgsqVK2NmZkZubq7Wa6WDYG5ubly7dg21Wo2xsTEmJibSMrdv36Zhw4bo6+tLgUYouc708vLCycmJ69evc+vWLXR1dTEyMqJ+/fpSyE4QBEEQBEEQBEEQhFeDqJgjCIIgCMIbz9zcXGqndvLkSWlg2MzMjJ9//pkPPvgAHR0dHj9+TOPGjUlKSmLjxo1cuXIFgEePHjF9+nTCw8OZPHkygYGBjB8/XmopEBQURHh4OPXr18fHx4erV68ybdo0Nm3ahJmZGfb29vTr10/antzcXKmlSmJiItnZ2ejq6jJ8+HC+++47mjdv/gKPjvA6K93yxt/fX5quuVt/4sSJFS4DSC05ALZv3y49VigUODg4MHXqVN566y3CwsKkwf1n3elvYWFBnTp12L17N2q1Gh0dHWQyGbGxsX+5ytWrZtKkScTFxTFkyBBu3bpFXl4eMpmMxYsXc//+fXx9fbWmrV69mjt37hAXF8eXX34ptThp0aIFy5cv58mTJ3zwwQcUFhZSo0YNPDw88Pf3Z8aMGRw6dAhdXV3Wrl2Lubn5y971v0Uul2Nubk5wcDALFy5kwIABPHjwACcnJ9q3b8/UqVOlNitJSUkEBwczaNAgrKysUKlUdO/enaVLl7JixQouXbrEsmXLsLGxYcKECXh7ezNnzhySk5MZN24cAQEBtGzZkrFjx5KRkUHt2rVxdXUlJiaGli1bcvDgQeRyOVu3bgXQqgJTtmWhRtlKMS+CpvVN6fDr9evXCQ8PJygoSKta1bhx45gwYQJz5swhPDycsWPHSssUFxczceJE0tLSyMvLo2fPnk99T001GAsLC6ytrfH19aV169aMHz/+X9rLV5uuri7jx4/HxcUFHR0drKysWLZsmdbrLVq0QKlUvvZVwF43ISEh2Nvb/+VWaRWda9evX0/t2rXx9PTkxo0b7Nu3j4KCAlauXImNjQ1yuRw7OztiY2MZMWIE1tbWUsg0ICAAOzs7Ro0axZMnT+jcuTPBwcH07NmTxMREJkyYQF5envT+Zat7lZ6mCYLt378fPT09ioqK0NHRKbdMnTp1yMrKori4WOv8YGNjQ3R0NFWrVqWoqAgDAwNUKhX5+fncu3dPus6MiYnBwcGBWrVq/fUDLwiCIAiCIAiCIAjCc/N6f0MuCIIgCILwJ9StW5cmTZrQoUMHKlWqxPr16wEwNjbmxIkTBAcHk5GRwd27d7l8+TLOzs48evSIatWq0bhxY9555x309PTIy8vj7t27HDlyhKCgIAoKCpDL5SQnJ5OVlYWhoSGnTp0iPT2dq1evUr9+fY4cOcLDhw+5efMmN27cYP369Vy6dIl79+4hl8v58MMPqVu3LnK5nMOHD3PmzBkWLFjAZ599ptVqJCIi4uUeROE/5Y8G9ytq+dKkSZM3dnBfMxhqZWVF3bp1GTRoEAEBAZw4cYL4+Hj69eunNS0wMBClUklAQACFhYUcOHAAfX19Bg4cyIULFzh16hQdOnTgs88+Y+TIkQCkpaWRnZ2NQqEgPT2dOXPmsGrVqpe52/9I6Wpqe/bs0XqtdIgMSgbd9fX1iYqKIiMjA4DBgwczePBgrfkWLFggPe7UqRPjxo2Tnu/du1dr3tLnzJcRtHke6tatS1BQEKDdRm7RokU8fvyY5cuXk5OTg6+vL3Xr1gVKqjXl5+cTHx/PmjVryM7OBrQDAgUFBUDJZw5KwguffPIJurq6uLm54evryzvvvPPC9vNlKx1w9PT0xNPTU+v10lVRdHR0GDBgwIvcPOEfiImJKXeuvXnzJrGxsejp6fHo0SOmTJnCxYsX+fzzz9m0aRMAffv2JSQkhM6dOxMfH68VMu3Xr1+5MLZSqeTkyZPUqlWLhg0bPnOb6tevT+/evZk9e/Yzg2Aa+vr6DBkyhA4dOpCTk0Pjxo0BCA0NxcvLC5VKRa1atdi6dSuTJ0/GwcGBVq1aSeeEmJgY3n//fRHMEQRBeE1FRETg5+cnQsGCIAiCIAhvABHMEQRBEAThjVZ6wG3KlClar1lZWREaGkrnzp0ZPXo0DRs2pEmTJqxdu5aNGzdy9epV2rdvj0wmA0oGM6tVq8aYMWOYM2cOeXl5KBQKunTpQp06dfj222/Jz8/nrbfewtLSksjISExNTbl37x4mJiZUqVKF3Nxc+vTpw9KlS1EoFNLgqkwm48aNG4SHh2NhYfGiD9NrSaFQ0KBBAxo3bsy+ffsoLi6ma9euL3uzXpiyFTQWLFhQrs1SSkoKKpWKVq1a/aV1p6Sk8M477zx1cL+iO/0LCwvLDe5r2g297hVzNC5duiQN2mva4lU0rbQ7d+4wcuRIcnNzyczMJCcnh8uXL0vt9TTnl/T0dBQKhXS+MjU1fUF79fIFBQVx7Ngx9PT0+P7771/25jwXmsCMplJS3759WbRoEWq1WvpMrF27lsqVK7N7926gpDVNly5dePLkCdHR0eTl5REcHEzfvn2lNnJBQUHMnj2b7t278/333/PLL79Qr149srOz6dOnD1DSvtHDw4PU1FQ+/PBDli1bRnp6OsbGxqxcuZKuXbtib29Pu3btAMjKymLYsGEolUoaN26MiYnJSztur7Lp06eTlZVFmzZtXvamvFGGDx/O+PHjeffdd1m8eDE1a9YkLCyM/Px8PvroI/z8/KR5IyIipNBjSEgIcrkcR0dHRo0axblz56QqWDVr1gSo8FzbsmVL6Xflhg0b2LRpE7q6ulrhtffffx8DA4MKB0HPnTvHoEGDgJIKiNnZ2eTm5tKgQQOgpP1q6WtPKAkqasKCkZGRqFQqAgMDuXDhAm+99RYTJkwgODiY9u3bS0FQTeWeNm3aMGLECJYsWYKbm5u03XZ2dujp6aFUKrGxsQFg27Zt2Nvbk5ycTOfOnbly5Qr79u0jPT2dPn36VFhFTxAEQXi1RUREMHDgQBHMEQRBEARBeAOIKzpBEARBEP6zvL29SUxMxN3dnevXr2NmZkaVKlXo1KkTkZGRjJQnmHcAACAASURBVBgxQpo3Ly+P8+fPExAQwPz581m5ciWFhYXI5XLu3r0rtUtp2rQpDg4OFBUVMWPGDD766CNsbW0xMDDA0dGRb775hkWLFlG5cmVpG9LS0ti7d690d3NpmtYHQnkKhUKqruHh4fGfCuWoVCrWrl0rPV+0aFG5UA6UBGxOnTr1l9f/3nvvcfHiRTw8PEhKSpKma+70P3/+vHSnv5OTE+PGjSMrKwtHR0fs7OwwNjbGxMSErl274u3tLbURet01btyY5ORk4Pe2eBVN0wSSoGQQ1tvbG4VCQceOHVGr1TRq1EiqVnLmzBkALC0tcXNzQ6FQoFAo+Pbbb1/CHr4c8+bNIz4+nri4OIyNjV/25jwXderU4cCBAyQkJJCXl8eFCxdQq9Xs2LEDT09PkpKSOHjwIGZmZpw+fRooCX/u3buXDz/8kNWrV0vr8vLywtraGoVCQefOnQH4+OOPsbW1Zc+ePZw7d45GjRqxePFijIyM2Lx5M/v27cPS0pKQkBB27NjBb7/9xq1bt+jVqxehoaEkJCSwYMECIiIiaNasGUeOHOHYsWNs2rRJK6Ag/G7GjBlERUW97M144/Tp00dqrbhv3z569erF4cOHOX78uNbPwdPs3r2bBg0acOjQIcaMGcPKlSul1yo615Ye2Fy+fDkKhYI1a9ZoXW+V/RkofU63tLTku+++Q6FQkJycTJs2bahevTpXr14lPz+fCxcu/OE279ixAxMTEw4fPswPP/xASEgIP/74Iz/++CPTp0+X5uvbty8JCQmsX7+etm3bIpPJOHjwIIMGDZLaqB4+fJiff/6Zq1evAiWBnoSEBPbs2UODBg3w8PBg06ZNIpQjCILwClKpVAQEBODo6EiXLl2wt7eXXpPL5SQlJUntFDds2PASt1QQBEEQBEF4Ht6MW1cFQRAEQRD+BkNDQ7Zt24a+vj4jR46kcePG+Pr6as1To0YNNm7ciEKh4N1332Xu3Lm0bduWEydOsHXrVqlFSlFRETt37iQtLY2QkBCCgoJo2rQpMpmMJUuWACUDPTNmzKBz584UFRUBsH//fuzt7Tly5IhWe5eyrUbeZGq1Wutu9/79+3PmzBnmzZuHp6enNGDm7+/PkydP8PLy4pNPPiEiIoLt27fj6uqKtbW1dBd9cHAwcXFx0v9vjRo1XvYu/i0VVdxYuHAharWagICAchU0YmNjWbVqFRs2bKBKlSosWLCA1atXc+fOHeLi4qQWHX+k7J3+pUVGRkqPmzdvXq7ly5EjR7Sejxs3Tqvd0OsuMDCQAQMGsGbNGlq0aEH79u1p3rx5uWnGxsb4+/tz9uxZhg4dip+fHzExMdJ6vL29+eCDD3B3d8fIyAgDAwNatmwptbXT0dHBx8eHwMDAl7i3wj9RtlJS06ZNef/99wGoV6+eFECqV68e9+7dQ09PT6p6IZPJOHDgwB++x6VLl6RqWDY2Nly+fFkrUKAJGoSGhjJy5EgqVarEzJkz/1Ntqt50KSkpJCcn06RJE2JjY6VKMn+2/eXYsWOla5SXxcXFhXnz5vHhhx/y9ttvc+rUKUJDQykqKuLnn3/Wmreiz3d6ejqbN29m//79KJVK7OzspHnKnms11d802rZti4ODAw4ODs/cRk3INCAggNmzZzN06FCePHmCgYEBW7duZdq0aXh5edGsWTOpcs6znD9/ng4dOgBI1XqqVasGoBWy/auVezTLAFSpUuUPt0MQBEF4uTRBzbCwMFQqVbnfR5pQpqadoiAIgiAIgvB6E1d0giAIgiD8p3Xt2pWHDx9iYWGhNZhTEQMDA1q3bk1WVhbm5ua4u7trDaJ7enoye/ZsTp48SfXq1WnatCktWrQgJycHT09PateuDUDdunW5e/cuffr0eerd4GVbjbzJNHe7r1ixgr1795KSksKNGzcIDAyke/fu1K9fn9GjRxMaGkqnTp1wd3dn0KBB+Pv7Y29vj6urqzQIefr0aTIyMkhMTHztqw1pKm7o6+szcOBALly4QGFhIfv27QOQKmgAzJ49Gyj5cjcuLo4qVaqgVqsJDAyUAkvC32dubs7GjRsB2LNnj9ZrNWrUKDetSZMmWiGltLQ0rdZrQLlQIJS0dAoKCvo3d6WczMxMMjIysLKyIjw8nKCgIK02aXK5XAwG/A2aSkn+/v74+vri6OhIbGys9HpFAYPU1FTp3yZNmmitr6IqNppqTQ4ODpw+fZqxY8dSvXp1rl27Rv369aXKHTKZjIiICCIjI4mIiGDy5MnPfX+Fl0MmkyGTyaTfBX/VPwnl5ObmcujQIXr16vW31wGgr6+Pubk5X375Jd7e3syfP5+wsDDMzMxo2rSp1rzVq1eXAstpaWk4OTlhaWmJn58fEyZMAJCCz1A+gO3s7Kx1jl2zZk257Sl9LDWPy4ZM9+7dq7VMu3bt/lJ1OktLS44fP063bt1QqVSoVCry8vIApMo88PTKPfr6+lhaWrJo0SJMTU0pLi5GR0eHFStWPLPajyAIgvBqKRvU1Hjd/4592TIzMxk3bhxGRkbS33AVyc3NZdeuXVStWvUfX88IgiAIgiD8GeLbVUEQBEEQ/tP279//p+Z7VhWR0ioamCk7gFP2fRMSEgC07nAPDQ0lNDRUaxnNfDExMTg4OFCrVq0/s+mvvIrudv/www/p0qULy5YtAyquDFGR0l9uvu7tWCqquKE5Bk9TtjKG8OpQKBTY29tLIRxNKLBJkyZ/GAr8N2VmZnLo0CGtAevSwRzh73F2di5XKemPGBgY4OHhQUFBAVu3buXBgwfSa23btsXb21sKHwBMnjyZwYMHU1hYSPfu3TEzM8PPz48hQ4Ygk8mk9ogjRozg8uXLPHnyhHXr1j2/nRReOoVCQWxsLFeuXOGHH35gw4YNFBYWcuPGDdzc3MjMzERfX59vv/0WS0tLOnXqxOPHj6lRowbx8fH079+fWrVqkZOTw5UrV7C2tmbEiBH069fvD987NzeXbdu2PZeBrD59+tC3b1+uXbvG48eP6dGjBzKZjJo1a2rN5+LiwpdffslPP/0khQW9vLz46KOPcHZ2BkpCNF5eXtIyfyWA/aJ4eXmxa9cuHBwcMDIyYvr06bi5uaFWq5kxY8ZTl+vatSu2trYMGjSowso9FalUqRI9e/Zk8ODBKJXKFx7+FAThz9EEpTXnsj+SkpKCSqX6w78NhFdb2aCmWq3myZMnnDt3TpqndChTeL5yc3PZunUrRkZGIpgjCIIgCMILofMqJbBtbW3VJ0+efNmbIQiCIAiC8JdoBsZmzZr1j9f1Z+5A9/f3Jzg4GAsLi2euS3Od96oHVHbs2MHFixelAecnT57Qo0cPOnfuzMOHD/n8888ZNWoU/fv3x8HBAXd3d9auXUtERAS2tra4u7sTERGBUqnE1taWr776SrozTq1Wv/L7/zQLFiygdu3aUsWN4cOHa33OOnXqJFVl0VQ1KSoqokqVKkT+H3t3HldT/j9w/NVtU0iWLGONiKZMBllaXC1K0WQKk5K0GduMZYw98RXDMD+7smZGlq9sY0ZS6lpnLE0lM41hyJIGDSGm9d7fHz06325lMJYMn+c/rnM/55zPOd17z/J5n/d7yxauXbtGs2bNyMvLY8SIEdW5KW+8J5Vji4yMpFevXtSpU0cqvRYbG0teXh7h4eHMmzePmzdvoqurS0xMDMXFxXz44YdoaGhgYWHBsmXLXlrfhwwZwvHjxzExMaFJkyYMGjSIoUOH0qlTJ7UyaXfv3iUwMJAHDx7QoUMHVq1a9dL6JAjC01EoFHzzzTekp6djYGBASUkJKSkpNGzYEF1dXfT19bl27Rr6+vpMmTKFhQsX4unpya5duzAxMeGPP/6gUaNGHDt2DAsLCz755BO8vLwYM2aM9Hu2efNm0tLSWLx4McXFxRQUFBATE8OiRYtYv349HTp0YMeOHVJ5NuH1Uhb0Xb5cakVKpbLKclmCILw6z3o9WXbtI7Ji/rsplUqCg4O5cOECtWrVYsCAAaxZswYXFxeOHj2KQqFgyZIlxMXFERQUhKenZ3V3+YVSqVT069ePBw8ekJSUpFbO8VmdOHGCoKAgrl+/TtOmTYHSB12Kiopo3rw5+/fvZ8GCBezatYv8/Hy6du2KmZkZkZGRFBUV0bVrV3bt2sXgwYNfyTWYIAiCIAhvDg0NjWSVStXladqKUGtBEARBEIRqolQqCQkJ4cKFC+jr62NnZ8eePXv4/fffMTY2plOnTsjlcrp06cKxY8cICAjAxcWFAwcOkJGRgZeXFz///LMUpCOXy1EoFISFhXHlyhWysrKIjo5m9erVJCYmIpPJ2LBhA8XFxfj5+aGrq4uTkxPTpk2r1v1Q8Wl3uVzOgAEDGDFihLSNVWWGkMvlTJs2jZMnT9KiRQugtKxHy5Ytsba2lkpYGBoaVufm/WNPyrhRVQaNipkxdHV18ff359y5c89VskT4e08qx9ayZctKpdcMDQ3Zvn07UDq4oq+vz7p169i+fTvGxsbI5XLCwsJeeir7kJAQWrduTVBQEDNmzMDd3b3KMmlffPEFU6dOpUePHkyePJkffvjhtck+IQhvsytXrtC6dWvy8/Np1KgRhoaG6OnpsW3bNmrXrk1hYSE5OTkMHDiQCRMmEBkZiZGREcnJyZiYmJCRkYGOjg6enp4MHDiQ77//Xu33LCIigh49epCfn098fDzbt29nzZo1hISEcPXq1b8tESE8v+DgYCZMmECHDh1YtmwZK1eupEaNGtSqVYvc3FyUSiXa2tocPnwYNzc3goODadiwIUOGDKFHjx6cP3+e8ePHs3v3bj7++GNMTEzo2rUrP/30E2lpafTp0wddXV1Onz5Nbm4ujx49YtKkSYSGhrJnzx6++OIL9PT0CAsLw8rKioCAAG7evImRkRGbN29GW1u7uneRIPxjr1NQ2po1azh+/Dg//PADvXr1Urt2u3v3Ll9++SVbtmzB19eXcePGsWbNGv7880+SkpKIjo6u7u6/9TIzM5kxY8YzHxNlMhnr169XmxYcHKz2/4rlFN8k2dnZ1K5dm++//x74X6DSxYsXpfsjBw4cID8/n4iICOn+iLW1NXFxcYwYMYLDhw+Tnp6OmZkZnTt3ZsyYMWzatIn09HQaNGjA4sWL+eyzzxgwYADZ2dl07dqVX3/9ldOnT/Po0SOcnJykklcJCQmv7BpMEARBEIS3kwjMEQRBEARBeAHS0tLo27ev9CT5ihUr1G6oNm3aFBcXF4qKijAyMuK///0v8+bNIyMjg+PHj7NhwwaKiopwcHDg4sWLuLi4sGzZMrKysggPD8fb25t+/frh7++Pi4uLFIzzuCeg27Vrx8aNG0lPTycrKwuFQkFGRgbz58+na9euhISE4O/v/1rccNLQ0Hhs0EhMTIz0uixQoIy1tTWHDx+uNE9ZIMG/XadOnUhPT1ebVr6c2uLFi6XXZftm06ZNlZZTllVHeHmephxbRZ07dwagpKSESZMmkZ6ezv379xkwYAD+/v4cOXKEIUOG0LdvX4YOHfoqN6dKGRkZTJkyBQ0NDfLy8rCysqruLv0tGxsbqfyfIPxTz5sR70Vm1Hucli1bcu7cOe7evUu7du04f/4877//Pjo6Oty5c4fQ0FD++9//8uDBA2QyGdeuXaNTp05A6QBY06ZNkclk7Nu3Dx8fH3755Rfp9ywzMxMXFxd69OghzWNpaUl8fPxL2x5BnZeXFzExMcycOZMDBw7g5uaGs7MzhYWFzJw5k9GjR3Pu3DkiIiJo3rw56enpXLt2jcaNG7Njxw7MzMwwMDDg//7v/5DL5WzZsoUGDRqQlZVF3759uXz5MmfOnMHAwIDExESaNGnC6NGjUSqVhIeHc+TIEfT09FAqlaxcuRJ3d3e8vb1ZvXo1MTExeHt7V/cuEt5AFTMRBgUFERUVhVKp5M6dO8TFxaGvr6/2gENsbCwJCQnMmDEDgLlz5+Lo6Kh2PlD2EINcLsfKyoobN27w2Wef8emnn1JQUIC7uzvTpk3jzz//xMvLCz09PbS1tRk/fjy9evVS69PmzZsrldt7HmWB0oMHD2bFihVq126RkZEYGxszYsQI3nnnHbp06UJISIjImPMWi4qKws/PD5lMplbmOioqCgsLC+k643X3+eefk5SUhJaWFp6enly8eBFLS0saNWrEzZs3SUhIYN++fdy6dYuuXbvywQcfcObMGfr374+RkREjR47k9OnTNGrUCEdHR3JyctiyZQtdu3bF1taWtLQ0GjdujIaGBrVq1cLJyYmOHTsyf/58QkNDOXz4MN26dZP606tXr9fuGkwQBEEQhDeLCMwRBEEQBEF4Aco/Sb5y5cpKwTARERF899136OnpMWPGDBITE7l+/TrNmjUDSp+WO3HiBBkZGWhpaWFmZoa7uzujRo2iU6dO/Oc//8Hc3Jxbt26prbd8mabyQTZlN+MyMjKkG9CAVKomLCwMHx8ffH196du370veO4LwZjM1NcXPz69SObZZs2bxxRdfMGvWLLS1tSkpKZHmKXtCOzU1lYcPH3LkyBHWrl1LVlYWJSUlzJkzBygdBH+ZN4Ur9guqLn9namqKr6+v9NtSXFz80vpU0d8FN2zYsIGAgAC1Nkql8pX1TRCqW5MmTSgsLGTPnj1ERkaip6fHxo0bCQ8Px8jICC0tLQoKCjh69CgPHz6kcePGdOrUifv371NQUMDFixd55513yMnJYdCgQVhZWan9nhUVFXH8+HHS0tKA0kDkNm3aVPnbIbx4Dg4OLFiwgBEjRlC7dm00NDSYPXs2f/zxB9evXyc8PBxtbW08PDykwJxbt27h7u7O3r17pfPMjIwMzp8/j52dHQ8ePMDBwYGMjAyaNGmCSqWiTZs2REREUFxcTHZ2Nrdv36Zly5bo6ekBpcesjIwMkpOTiYyMJD8/XwTlCC9NVZkIAfbt20d4eDiHDh1CqVTSsGFD1q1bJx33w8LCOHjwIAAuLi44Ojo+dh0DBgygR48e/PXXXygUCjQ0NOjduzfjx49n3bp1jBgxgo8++ki6TqrYp4iICKZOnfrCt72qazcozYppbGzMlStXXvg6hf+5ceMGPj4+FBUV0bFjRwYNGsT//d//qQWFaWtrM3DgQAoLCzE0NMTFxUXt4YnvvvuOhQsXUlxcTGhoKC4uLi+8n1FRUfj6+kqBOebm5tSrV+9vyxa+jsrO7R0dHfnhhx8YNGgQ7777Lvb29ujr6zN06FA6d+5M06ZNefjwIREREaSlpbF582aSk5Np3749SUlJ+Pn5ScfF5s2bk5ycjEwmQ09Pj9zcXACMjY25ffs2R48eJSoqihs3bvDo0SPy8/OpVasWwCu9BhMEQRAE4e0kAnMEQRAEQRBegPJPkk+dOhVtbW21G6oPHz4kJCSErKwsbt68Sdu2bWnevDk///wzUHoTKCkpCYVCwbhx47h//770lGZcXBw//vgjBQUFNGzYUG0wrE6dOmRnZ9O8eXMuXLgg9ads0N/U1JQ+ffpIGWmKioooLi7mq6++orCwEGtraxGYIwjP6WnKsVVVeg1Kv6NlWbKaN29O06ZNOXXqFNOmTaOoqOhvB5VeBHNzc6ZOncqlS5ekkiRVlUmbNm0aISEh3Lt3D5lMxtq1azE2Nn6pfSujUqmIjY3lxIkT6OnpsWbNGnx9fSkqKuL3338nICCA1NRU/vvf/5KWlsaoUaOA0gCpfv36Sdk97O3tpQEVQXgW69atkzKSLV26lIyMDO7fv8/IkSM5e/YskZGRrFixolI2hZdNLpdL5xpl5R8uXLjA6NGj2bt3L7NmzUKlUjFnzhycnZ2JjIwkISEBLS0t5HI58+bNIygoiKysLJo0aUL9+vU5ceIEV65cYc+ePVy8eJGwsDBatWrFuXPnqF+/Ppqampw9e5b9+/ejUCho3LgxFhYWHDx4kEePHjFs2DBu375N69at2bhx4ysZoHyTaWlp0apVK7788ks8PDzYuHEj1tbW2NjYMHv2bEJDQ0lPT2fKlCkMHjyYO3fuYGhoiIaGBosWLcLAwACAd999l8aNG7NlyxYcHR2Jj4/HwcGB2NhYNDQ0qFGjBuvWrePEiRN4eXlhZGTE1atXyc/Pp0aNGiiVSkxNTXFwcMDT0xMoPacUhJehYibCgoIC+vTpA0DTpk3Jzc3ljz/+oGfPnsD/rns0NDSkz7ympqbaMitmCS0LNL58+TITJ07k0aNHnD9/nlu3bnH58mX69+8PlF7bVdWnF13Os+z6rqprN4ApU6awdOlSQkNDWb9+Pdra2hQUFEjzl2UDEp5PgwYNiI+PR0tLC19fX+n6unxQWH5+Pj179mTKlCmMHDlSbX6lUsmiRYtITExEqVTSt2/fZz7uVSx3/eDBA7WsTwsXLiQ1NRUHBwfatm2rVub64cOH2NjYoKWl9VQBRa9TIE/nzp1p2LAhJ06cIDY2lvT0dE6fPs3kyZPx8fGhS5cu1KhRA11dXYyNjZHJZOjq6nL37l0uXbrE/fv3qV+/Pvn5+ejo6GBmZkaHDh0wMjICoFmzZujp6REVFYWmpibdunXj/v375Ofnk5iYiLu7O5999tkruwYTBEEQBOHtJAJzBEEQBEEQXoDyT5IPGzaMnJwctRuq3377Le3atWPLli1Mnz4dlUqFq6srX3/9NXZ2dly7dg1jY2M++ugj8vLyaNiwIQCNGjVi8uTJ5OXlERoaio6ODs7OzowaNYqBAwfi5+fH8OHDsbS0pHHjxpX69d5779G4cWPkcjkaGhp4e3tTp04dVqxYwaNHj/D19X11O0l47fzTMityuVwa3BWevhxbVaXXatWqVWXJpVdVhqlOnTocOXJEbVpVZdKMjIzYvXv3K+lTRT/88AMGBgY0aNCAjIwM7OzsOH36NDExMYwZM4Zu3brRq1cvbt68SU5ODkeOHKFJkyYsWLCAc+fO0b17d8LDwzExMWH27NkkJSWhq6vLrl272L17N5s2bSIvL4958+bRp08f/P39MTQ05PTp07i6upKdnc0PP/zA6NGjCQgI4OLFi4waNYqCggKcnJykshnCmyk3N5dvv/2WI0eOcPfuXQICAvj666/x9vZm5MiR7Nq1Cy8vryqzKbzogdu/I5PJWL9+vdo0Z2dntf+XH7RVKBTMmDGDVatWIZfLSUlJ4csvv+T48ePSAPbw4cNxcHBg2bJlWFlZsXv3blavXk1SUhIymYxBgwaxdOlSgoODOXv2LImJifTp04eQkBCUSuULGaAUSstZDRo0iOzsbBQKBTExMfz222/k5uYSGhrKlStX2LdvH82aNaNevXo4Ojpy5MgRfv31Vylwa9y4cXz88cc4ODhQWFiIg4MDqampTJgwgdWrV3Pt2jV69eolnYPKZDKmTp1Kr169qFmzJrNmzSIkJITg4GBWrVqFSqVi/vz5aiVA/g2e9vzlWc9zDhw4QElJCW5ubk/V3t/fXypLK1RWMRNhfHy82jmUSqXC1NSUH3/8kX79+qFUKpHJZCiVSu7fvw8gPcSgUqkoKCjg/PnzausoC+ZZvXo1kydPRi6XY2Njg0qlwtjYmPT0dMzMzDh79izOzs6V+vSiA9PKB0pbWFioXbs1bNiQli1bMnr0aD799FPi4+Pp3r07/v7+nDt37rHnoBWV7Sfh8f78809GjhxJbm4umZmZtG3bFnNzc+B/QWHZ2dl07NgR+F/gVpmcnBwyMjKkoI5bt26hUqmqzEb5OHv37lXLBmVnZ6f2vpWVFZaWliQkJODo6EifPn0IDQ3FxMSEsLAwtbZPG1D0OpDJZLi7u7Nx40Z+/PFHOnfuTJcuXdiwYQOFhYVqbStmDTY2NsbQ0JCcnBxOnTrF5MmTgdIgfblcTvv27QkNDUVLS4v+/fvz2WefUbduXUpKStiwYQOtWrWSlidK4QqCIAiC8DKJO+mCIAiCIAgvgLa2Ni4uLuTn57Nz504iIiLUbqi6uroSHh7OmTNnqFOnDm3btsXS0pI2bdqgoaGBjY0NDg4ODB06FFdXV2rXri099Xzz5k3i4uJ47733gNIBGi8vL2ndZUFBZSrekJs+fTrTp09XmzZ48OCXsyMEQRBesCtXrvDLL7/Qrl076tSpg6GhIfb29hgaGiKTyVi4cCHJyckUFBSQl5fH9u3bCQwMJCsriy1btrBnzx4mT55MSEgICoVCLfBg8ODBDB8+nHv37jFw4EDpifxevXqxZMkSTE1N2bZtG4sXL8be3p6AgACmT5/O+vXrad68Od7e3mplCd82ZcF99+7de6qBwXHjxrF48WKOHj1KixYtaN269RPnCQsLU8sM86pdunSJ5ORkWrVqJWWJMjAwQEdHh5ycHI4ePcrMmTNZvHjxY7Mp/NMgyJdt1KhRzJ07l/Xr12Nubi5ln6g4gHjlyhXOnDmDXC6XShjVqVOn0mDlb7/9xujRo4HSAbZbt2499wClAK6uruTl5QEQGRn5VPNMmjSp0jQPD4/Htr9+/XqlaQMGDGDAgAFq015FJqh/IxFw9mJVzEQ4bty4Ktvs27cPOzs7atWqxf79+wkNDaVPnz5SpjAoDYKysbF57N/Izc2NMWPGYGZmho6ODgBBQUF4enqyceNGZDIZ2traVfbJ3d39hW1zSkoKhoaGPHr0iPfee4+DBw9SXFxMixYtcHFxISkpiV69eqFUKpk4cSItWrRg6NChbNiwgSlTpkjLOXnyJJMnT6aoqIigoCCGDx+OXC7HysqKGzduiO/wE2zZsgUPDw/8/f3x8fGhV69eJCQkSO+XD9xydXXl7NmzdO3aVXq/QYMGWFhYEBcXh6amJkVFRc98zPvtt9/o2bOnlDknPT2dvn37cv/+fSnrY2pqKqdOnSI1NZVff/2Vjh07cufOHb755ht2797NzJkznymg6HUhk8mIjo7GxcUFpVJJ+/btcXBwICwsTHqQYNu2bVJQ/PLly0lISMDIyIgvv/wSAD1IXwAAIABJREFUOzs7NDU1sbe3Z+bMmdJyywcmu7i4iN9sQRAEQRCqjQjMEQRBEARBeE5VDRhWFQzz008/VZo3Nja20rS4uDi1/7/77rtSUI4gvGjp6en079+fO3fusHXrVoYNG0ZRUREdO3Zk1apVldKpl//MbtmyhZMnT7J06dJq3ALhTde8eXPMzc1p37496enpXLx4ESsrK/bs2UPDhg1RqVQ8fPgQpVKJo6Mjjx49orCwkKSkJH799VfS09PR0dGhdu3alQIP4uLiWLp0KSqVilu3bknrLBvMaNKkCebm5mhra0vznD9/nqFDhwKl2VSysrLe2sCcMk/7tP6SJUuA0gESGxubpwrMqW7GxsY8fPgQW1tb5s6dK2VJ8PDwYOHChbRt2xZNTc0qsykcP368Orv+RHXr1mXVqlXcuHGDwMBA6tevz5gxYwD1si/29vb4+fmplTCKjo6u9MR6WQYLc3NzlErlCxmgFAQo/c1YvHixVNboiy++YNy4cejq6uLk5ESbNm3Iyclh9OjRpKamsn79epYuXVrl+cvMmTNJSEjg448/JjAwkISEBGmQd+7cuWrlS65evYq/vz8FBQW4u7szefJkfv/9d4YMGULjxo3Jy8tj/fr1KBQKiouLCQoKYsaMGU/MzCb8vaoyEZYFwZQvvVNVlrCKmcKCg4MJDg5Wm/akQXqlUkliYiIymQw3NzdatWr1t9kRX5TCwkL279+Pvb19pUxj8+fPR19fn4SEBCIjI5k9ezbr16/n+PHjnDp1ih9//BGA0NBQvv32W2rXro2TkxM+Pj5AaaDdq8zi9m9Vdrzbs2fPY9t4eHgwcOBAnJ2dqVWrllqJVJlMxoQJE3BwcEBDQwMzMzNWrlz5TH0oO5YWFRVhZGSEubk5u3btomfPntSpUwco/Y507txZetCnf//+hISEEBAQgK2tLZqamlVmlXlcQFF1adWqVaVgsSdlEy0/T/n7MMOHD2f48OEvt8OCIAiCIAjPSQTmCIIgCIIgvKbu3LmDTCardDNZEF60sjTnKSkpxMfHo6Wlha+vLxcuXODcuXNq6dTLbNu2jVOnTrFs2bJq7LnwNrC2tmbt2rX88ssvdOjQgS5dunDixAk8PDykUhU1a9ZEU1OTQ4cOsXPnTiZOnIizszPLly9n0qRJFBYW0qFDBxYtWqQWeDB//nwOHz5MQUEB1tbW0jrLD2ZUDCQwNTVlyZIlNGnShJKSEhFoANjY2HDs2DHkcjnW1tbExcUxYsQIDh8+THp6OgsXLsTZ2Rm5XM7BgweJiopi9+7dODo6MnfuXAICArh58yZGRkZs3ryZBw8e4OnpiZ6eHjo6OtWWLQdKg1e6d+/O119/zY4dO8jPz6dFixbMnTuX4OBgPv74Y6B0oGjmzJl89913/Pbbb9SvXx99fX21z9WdO3f48MMP0dDQwMLCotp/PyMjI9m1axd5eXlMnjyZs2fPYm1tLQUUlKmqhFFVgoOD8fPz45tvvqFNmzZs2LDhuQcoBaFMfn4+8fHxbN++nYMHDxISEoK/vz8qlYr8/Hw8PT0ZPXo027dvx9vbu1I5mDKDBg0iLCwMJycnAgMDCQsL4+DBg0BpkEb5wJwFCxYwe/ZsbG1tcXZ2ZujQoSxatIilS5fStWvXSlknUlJSuHTp0lNlZhNeX3l5ebi5uVFYWIijoyNNmzZ9Jet9//33H1sKaeHChRw6dIiioiI6dOhATk4OLVu2REtLi86dO0vLSEtLk4KYcnJyuH37NoBaG+HxOnXqRHp6utq0snOQ8kFhu3btQktLi5EjR9K6dWu1YBFXV1dcXV3/cR/KskFNmDCB+vXrM2LECOzs7MjJyaFOnTqoVCrq16+Ph4cHt2/fZuTIkYwaNQpzc3N2795Nenp6lfcP/i6gSBAEQRAEQXg1RGCOIAiCIAjCa6pevXokJSVVdzeEN1zFNOdeXl7k5uaSmZnJjRs3pHTqUPoUaJn58+dX+TSjILxoGhoaDBw4kB9//BEdHR0aNWrEqFGjCAsLY8iQISxfvpwPPvgACwsLjIyMUCqVeHp60rhxY+RyOZcuXcLX1xdLS0tatmypFnjQr18/7OzssLKywtDQ8Kn6Ex4eTkBAAAUFBWhra7Nz505q1ar1kvfCv4eXlxehoaG88847/PLLL5SUlPDxxx9LWQxkMplUWsTR0ZHly5fj7u6Ot7c3q1evJiYmhmvXrhEUFISPj0+l7AevUtmT2AqFgocPH3L16lX27t3L3bt3CQgIICcnB29vbwB2797N0qVLycvL49y5c0ydOpXY2FhSU1Ol5f3000/I5XLCwsLUMtJUl3HjxqmViKlY5jIqKkp6XfGJ9m7dukmvy5fQ3Llzp1q75x2gFIQynTp1AkpLsMTFxXHnzh18fHzw9fWlb9++NGzYkKtXr3Ly5EnmzZvHwoULqzx/KcuCVjZNQ0MDAwMDADQ1NdXW+fvvv/P+++9L6798+TKXL1+mY8eOaGpqSudQZcqfMz0pM5vw+jIwMODo0aOvfL0ymazKTGN37txBoVBw9OhR4uPjiY6OpkGDBly5coWSkhJSUlKkZXTq1ImYmBhq1qxJUVGRFHxR/jsgPD83Nzfy8vIwMTF54ZmIZDIZ69evZ8+ePZw5c4bg4GACAwOxtbUlLi6O9PR0mjVrRmxsLE5OTnh4eDB48GD++usv9PT0mDdvHvfv35fKZ/5dQJEgCIIgCILwaonAHEEQBEEQBEF4i5XP9pGTk4OHhwf+/v74+PiolSbp168fSqVSurG/adMmfH19iYmJQU9Pr7q6L7wFqioXWGbLli3Saz8/v0rvFxQU0KhRI+bNmweUBtWUFxoaSmhoqNq08sEI5ctdlAWimZiYVFmGUChVNujdvn17GjVqBMDdu3cf2z4jI4Pk5GQiIyPJz8/H29ubS5cu0a9fPwBpULy6Xbp0iZ9//pnevXtL0wwMDNDR0SEnJ4ejR48yc+ZMFi9ezLZt24iLi6O4uFhtwK5Xr14cOXKEIUOG0LdvX6kkmiC8bFFRUVhYWPyrs2akpaVJ/7Zt25apU6dSWFiItbU1ffv2ZciQIUycOBErKys0NDQee/5SMcuZUqnk/v37AFIWtjKtW7cmOTkZOzs7UlJSGDt2rFQOpkuXLvz8889q7U1NTdm3b99TZWYThKpUVQpp+fLl1KpVC3t7ezp27AiAlpYWw4cPp2fPnvTq1Uuaf/bs2bi7u6NUKqlXr16lYEnhxahYevplKMucY2dnR61ataSg5vKl19zc3PDw8CAoKIg1a9bw6NEjAHbs2FHlMl9mQJEgCIIgCILwZCIwRxAEQRAEQRAEoHQwYPHixezZs0eaVvGm8P79+4HSJ9YnTZqEn58fW7duRUtLXFoIr585c+ZUdxfeOmWD3uUHvytmh9HW1pYGwE1NTXFwcMDT0xOAoqIivvrqK9LS0jAzMyMlJaVas+aUMTY2Rl9fn5iYGKC0n1BaGmLhwoW0bdsWTU1NTE1N8fPzY+LEiVK748ePA6WD/mWfSUtLSxGYI7wy5TMmvCjlg11eBW1tbVxcXMjPz2fkyJHY2try6NEjfH19AXBwcGDYsGHMmDEDePz5S0WhoaH06dMHlUpV6ZgxefJkhg0bRmFhIf3796dp06Z89tln+Pj40LBhQ+rWratWDuZFZWYT3j7lg5CryjT23XffVZrn448/lsoplrGysuLQoUNq08oHGQv/HmWZc8qrWKKqfOa7svOov/MqAooEQRAEQRCEx9N4HdInl+nSpYvqzJkz1d0NQRAEQRAEQRAE4SWzsbHh2LFjfPHFFwwdOpSmTZtWd5eEZ6RQKEhISEChUHDs2DHkcjkJCQloaWlJf1/439+67P2TJ08ybdo0HBwcmDRpEsHBwWRnZ0vZJUxMTPD09ERPTw8dHR3Gjx//2KxJFfn7+zNjxgxMTExe+Ha2adOGjRs3oqmpib29PTNnziQ3N5d33nmHvXv34uTkhEql4pNPPpEyaYwbNw4DAwMSEhLo06cP06ZNo6ioCFtbWxYtWvTC+igI5QUHBzNhwgQ6dOjAsmXLiIyMZOnSpTg4ODBq1CjOnz+Pnp4emzdvZt68eQwbNowbN24wefJkUlJSGDZsGF9++SWXL19m8uTJFBUVERQUxPDhw5HL5VhZWXHjxo1KJc5elrLvYFlplqqUlJTg4uJCfHz8S+1LcXExWlpalJSUYG1tzbFjx0RwsiAIgiAIgiAIwltKQ0MjWaVSdXmatuLKURAEQRAEQRCEt45KpaJfv348ePCApKQkNDU1/7Z9amoqGRkZPHr0iMDAwCcuPywsDBsbGxwdHf+2XVnZpCdlM1AoFCgUCsLCwp647n8DpVIpvZ4yZcpTz/MqszMIT1axzFhVpb/KK3vf2tqaw4cPA7Bnzx6WLVtGvXr1iIqKQktLi/r16z/VE/5P+z17XuW3c/jw4WrvGRoaSqUjoDRT0PLly6tcBlS9XwThRfPy8iImJoaZM2dy4MABKfvGd999R4sWLVi9ejWxsbFERETQs2dPjh8/TnZ2Nk2aNOHBgwfcvHmThg0bMnToUL799ltq166Nk5MTPj4+AAwYMOC1KoNy584dPD09GTFixEtf16VLlwgKCuLhw4cEBgaKoBxBEARBEARBEAThqYirR0EQBEEQBEEQ3jrZ2dnUrl2b77///qnap6amUlxcTFBQ0BPblg86eVuoVCq1LAxr1qzB19eXoqIiOnbsyKpVq1AoFHz11VdS2zJlGU6aNm1KQEAAN2/exMjIiM2bNxMdHU1sbCx5eXmEh4djaWlZjVspPI1nDaDas2cP5ubm1KtXr1KA2okTJxg/fjw1a9bE19eXS5cukZSUJJWISUlJYffu3WhrazNv3jz69OkjzfvXX39V+jyVLzkjCG8yBwcHFixYwIgRI6hduzY1a9YEICMjg23bthEXF0dxcTE9evTA2tqaSZMmoVQq8fHxYe/evTRq1AiAtLQ03N3dAcjJyeH27dsAdO7c+ZVuT8UgwIrq1atHUlLSK+lLu3btOHLkyCtZlyAIgiAIgiAIgvDmEIE5giAIgiAIgiC8dT7//HOSkpIIDAzk0aNHaoP3P//8M59++ikFBQW4u7szbdo01qxZw7Vr11iyZAn379+nadOmPHr0iB49evDRRx+xd+9eoqKi0NTUZP78+fz222/s3LmTv/76i379+rFw4ULMzc3R19fHxMSEoqIiCgoKqFu3Ls7OzgDMmTOHxMREZDIZGzZsoFWrVgQEBHD16lVatmxJ8+bNq3mvPV7FLAzr1q0jPj4eLS0tfH19uXDhAgCFhYUcOHAAgPDwcLVlrFu3Dnd3d7y9vVm9ejUxMTFAaUaS7du3v9oNEp5J+aCrkJAQvvzyS2nQf8iQIVK7jRs3smnTJjIzM1mzZg3t27fnwIEDZGRk4OXlxcOHD7GxsWH79u1MmDCB/fv3Y2VlhZ2dHeHh4dy+fRttbW0sLCyoU6cO5ubmjB07li1bthAWFkafPn345ZdfOHDgACqVqtLnydvbuxr3kiC8OlpaWrRq1Yovv/wSDw8Pzp8/D4CpqSl+fn5MnDgRgKKiIrS1tcnOzqZZs2ZYW1vj4eHByJEjAejUqRMxMTHUrFlTaguI7GWCIAiCIAiCIAiC8IzElbQgCIIgvGEyMzPx9fWt7m4IgiC81ubOnYuTkxOWlpa4u7uTmJiIXC4nJiYGU1NTFAoFP/74I/Hx8fz111+EhITw0Ucf4eHhwb179/Dz82PVqlWkpqZy9+5dDh8+jJWVFTk5OQwfPpwTJ06waNEipkyZQlxcHFevXkVfX58lS5YwcOBArKysOHDgALVr1wYgPT2drKwsFAoFK1euZP78+Zw6dQpNTU0SEhJo06ZNNe+xv1eWhUEulxMeHs7169fx8vJCLpdz7Ngxbty4AcD777//t8tYsmQJcrmcTZs2cevWLeDVZ2YQ/pnCwkL27t3L4sWLSUxMRKFQkJqaqvb3Gzx4MImJiTRp0oRFixbRokULXFxciI6OZtKkSVK7sjI8o0aN4ttvv2XXrl1cvnyZQYMG4e/vj76+Pj/++CMXL15k4sSJ/PTTT/z2228AZGVl0bt378d+ngThbeHl5cXq1avp16+fNM3d3Z3MzEzs7e2xt7cnNjYWgCZNmmBhYUGrVq24ffs2PXv2BGD27Nm4u7vTu3dvPvroo2rZDkEQBOHNoVAomDFjRnV3QxAEQRAEoVqIjDmCIAiCUI2etdyDIAhvp9zcXBITE/nwww+ruytvnIyMDJKTk4mMjCQ/Px9vb28uX77MxIkTefToEefPn680oN+wYUO0tbVp2rQp+fn5ZGdn07ZtWyl45s6dO9y+fZvPP/+cgoIC7t27R5s2bWjYsCFz585FV1eX0aNHA/8LOsnIyEChUEilOpo0acKlS5fo1KmT1O6HH354RXvl2VXMwrBgwQKsra3x9/fHx8cHlUoF/H2WBVNTUxwcHPD09ARKMzlER0eL4+S/xPvvv4+fnx/p6ek4Ojpy/fp1rl27Rnx8PPfu3cPd3Z3s7Gz++usvfv31V3R0dIiPjyc2NlYaoImKisLGxoYzZ86wePFidu7ciampKYsXLyYmJobo6Gj09fXR0dFh1qxZpKamsnHjRtLS0pgzZw6ZmZno6emhq6tb5edJeDMpFAoSEhKYO3fuS19XWFjYE8sqvS5cXV3Jy8sDSvtdZvny5ZXabtq0SXqdlZUlvbaysuLQoUNqbRUKxYvtqCAIgiAIgiAIgiC8BcQdTkEQBEF4CU6cOEG3bt2wt7dnw4YNzJgxA2tra+zt7cnNzcXf358xY8bg4uKCSqVi5MiR2Nvb4+bmxt27d6ucplAo+OCDD+jfvz/W1tbk5eWhUCjo378/ffv2xd7enjt37qj149NPP6VXr17Y2tpy9epVTp48KT2RnpOTIwb5BeFfIjc3l127dlV3N95IpqamfP7551KGnFGjRrF69WomT57M4cOHMTExQaVSoa2tTUlJCVBaIiQ7OxuAu3fv8s4773DhwgU0NDQAqFevHo0aNWLhwoV88cUXjBgxgsLCQmrWrMmMGTO4du0ax48fByAlJUXqR58+fVAoFCgUCr7++muMjY1JS0tTa/e6qpiFIT8/n8WLF+Ph4cHDhw+fahkhISHs3r0bBwcH7O3t+emnn15yr4UXSSaT4ePjg6GhIYcOHaJdu3aMGTNG+l4UFhaioaHB6dOn6dKlC8bGxjg5OaGhoSF9t8qMHz+eDz/8kBo1anDy5En69euHgYEBrq6ulJSUoK+vzyeffIKenh4TJkwgIiKC+vXrM2nSJIyNjYHX//OkVCqruwuCIAiCIAjVYt26ddja2mJrayudo7333nv4+fnx3nvvkZqayp07d5DL5fTu3ZtPPvmkmnssCIIgCILw/ETGHEEQBEF4Cfbv38+CBQuQy+WkpKSQkJDA8ePHpYwBANbW1qxYsYJ9+/bRokULVq9eTWxsLBEREZibm1ea1qNHDwD27dtHeHg4hw4dok6dOuTn5xMfH8/27dtZs2aNWpr5+fPno6+vT0JCApGRkYSHhzN16lRUKhU7d+7Ey8vrle8bQXibKRQKFi9eTHFxMQUFBcTExBAWFkZqaioGBgZER0dTp04d5syZQ2JiIjKZjA0bNrBmzRri4+ORy+Xs2LEDIyOj6t6UN0ZISAjBwcGsWrUKlUrF/PnzcXNzY8yYMZiZmaGjowNA9+7d+eKLL6hRowaGhoYcOHCAw4cPA2BoaIidnR1RUVGcOHFC+s3+/PPPMTAw4OLFixw5coSzZ89y/vx5OnbsyNmzZ3F2dqZu3bpA6Y3oxo0bI5fL0dDQwNvbm5CQEGbNmkXPnj1p3749LVq0eObte9rsDlFRUQD4+/s/8zoANDQ0KmVhmDVrVqV25ftx7NgxtXUDbN68Wa19t27d/lF/hOrh5ORErVq1sLW15eLFi9y+fZu+ffsCpRl1atSogZ2dHdevX6d169ZA6fdn1KhRauck33zzDadOnSIjIwNra2uOHDmCtbU1d+/eRUtLC5lMhpmZGZqamsycOZOEhAQmTZqEXC4nOzsbLa3SWx0VP08vm1KpJCQkhAsXLqCvr8/EiROlbEBz587F0dERuVyOlZUVN27cYO3atQQEBHDz5k2MjIzYvHkz2trar7TPb4q0tDT69u0rHVtXrFihdhzdvn075ubmuLm5sWfPHn7//XeCgoLw8fHh/v37WFpasmzZMqKiooiLi+PevXsAfP/999y9exdPT0/09PTQ0dH5V2TLEQRBEITXVW5uLt9++y1Hjhzh7t27BAQEsGfPHv744w9OnjxJcnIymzZtws3NDblcTlhYmNq9NEEQBEEQhH8rEZgjCIIgCC/BqFGjmDt3LuvXr8fc3JyePXsCSE+Ng3r5km3bthEXF0dxcTE9evSochqAubk5AE2bNiU3N5c6depIZU4sLS2Jj49X68fChQs5dOgQRUVFdOjQAQBbW1uOHz/Ovn372L59+8vdEYIgVFI+mG7lypU8fPiQI0eOsHnzZiIiInB1dSUrKwuFQkFGRgbz589n6tSpXL169ZUPMr/JWrVqJe3Pqvari4tLpWnp6emPXZ5cLmfJkiXS/6Ojo5+5T9OnT2f69Olq07p3746NjQ2Ojo5q021sbKTAFkGobuWDvzp37kz9+vUZO3Ys58+fB0pL5yQkJBAaGkpoaCi2trYcPXoUgPr167N//37Onz9Pq1atcHR0ZOLEiZw9e5bff/+d4OBgALS1tdm5cydz587FxsaG1q1b89FHH7F3714CAwPR0NBg8ODBUlBOddi7dy8NGzZk3bp1KJVK7OzsOHjwIFD6m1L2PR4wYAA9evRg+fLluLu74+3tzerVq4mJicHb27va+v9vVvHYWvE4OmPGDKZPn46bmxs7duxgwYIFrFmzhsGDBzN06FCCgoI4efIkUFqucOvWrQQHB3P27Fni4uKkIB5nZ+dq3lJBEARB+He7dOkSP//8M71791abbmJiQo0aNaT7Xb169eLIkSMMGTKEvn37MnTo0GrqsSAIgiAIwoshAnMEQRAE4SWoW7cuq1at4saNGwQGBlK/fn3GjBkDID3pI5OVVpQ0NTXFz8+PiRMnAlBUVMT+/fsrTTt+/LhaYE/ZcsrKnKSlpdGmTRvp/T///BOFQsHRo0eJj4+XBol9fHyYOnUqderUoWbNmi9zNwiCUIXywXTTp09n/PjxAHTp0oXDhw+TkZGBQqGQBrmbNGlSXV0VXjKVSsWoUaM4f/48enp6fPTRR6SlpbFw4UJcXV2JjIwkKiqK3bt34+joyNy5c6XsGufPn6eoqIjo6Oinyu5QcV2bN2+mZs2aDBw4kIKCAurWrSsGnIUXwsvLi0GDBpGdnS0F5lRkZWWFh4cHEydOxN/fHxsbG7VgOCsrK+zs7LCzs/vbdfn4+CCXyxk1ahSBgYFs2rTphW7Ls/rtt9+kYGyZTIaGhgYGBgYAaGpqSu3KB2cnJycTGRlJfn7+axWUo1Kp6NevHw8ePCApKUmt/6mpqSiVSt5///1q7KG68sfWqVOnoq2trXYcbd68OXfu3OHPP/8kNzeXZs2a8fvvv+Pq6gqUHoMvXrwIVA6Ev3TpEv369QN4IducmZnJpUuXsLe3f+Z5y8odhoWFPXc/BEEQBKE6GBsbo6+vT0xMDFB6vwuodL+rpKSEOXPmAKXHdxGYIwiCIAjCv50IzBEEQRCElyAyMpJdu3aRl5fH5MmTOXv2LNbW1ujq6rJr1y61tu7u7nzyySfSzflx48ZVOa1sYKcibW1tXFxcyM/PZ+fOnTx48AAoDQ6qVasW9vb2dOzYUWrfrl07rl69KpVWEATh1SofTDd06FCSk5MBOHPmDG3atMHU1JQ+ffpIZYGKioq4desWJSUl1dZn4eX47rvvaNGiBYMHD2bKlCnMmzePxo0b884776Cvr09GRgb+/v5oaWlx8OBBzMzMGDx4MFu3bsXExES6mf002R3K1lW+RGKbNm2wsrJi+vTphISEVOeuAGDs2LGVymE9C39/f2bMmIGJickL7JXwrFxdXcnLywNQCx4oX/5n8eLF0mtbW1spK06ZtWvXVlquQqGotMyyLDm9e/fmhx9+eP7OPydTU1N+/PFH+vXrh1KpRKlUcv/+fQC13/DywdkODg54enoC/xuYeh1kZ2dTu3Ztvv/++0rvpaamUlxc/FRBKkqlUtrel6n8sXXYsGHk5OSoHUeh9Jz7448/pn///gC0bt2a5ORk3n33Xc6cOUNQUBC//vprpYFBY2Nj0tLSMDMzIyUl5bmDGDMzM0lMTPxHgTmCILx9KgZXT5s2jQkTJlCzZk18fX2xs7PDz88PXV1dnJycmDZtGoMGDeLmzZvo6uoSExNDbGwsOTk5jB49mtTUVNavX/9c51yC8Dzq1q1Lly5dsLOzQ1NTE3t7e2bOnFmp3alTp5g2bRpFRUWVsocKgiAIgiD8G2m8TvU5u3Tpojpz5kx1d0MQBEEQ/jUUCgUJCQnMnTv3meZzcXHh22+/RUdH5yX1TBCEqigUChYtWkRxcbEUTBcaGsrZs2epXbs2W7ZswdDQkPDwcOLj49HQ0MDb25vAwEBcXV2pXbs2a9asoV69etW9KcILsHDhQqKjo9HQ0ODKlSsEBgZy6NAhLl68yI0bN/Dw8MDGxoY9e/aQnJzM6NGj2bZtG506dSI5OZm5c+dSp04dioqKCA4OJiwsjN69e7N161Y++eQTzMzMmDp1Ks7Ozpw6dYro6Gjq1q0rlUisX78+HTt2lLLz6Orq4u/v/0K38VUNyoMIzHnbHD16lM8//5xNmzbRrl276u4OUPp5Dw4O5sKFC9SqVYtPP/2UWbNmoVKpmDNnDs7OzsjlchISEtDS0uKvv/4iODiY7OxsVCoV8+fPp1u3btW9GQD4+voSHx840n3KAAAgAElEQVRP//79+eijj3B0dMTf35+wsDCGDBnCn3/+SZcuXXBycqK4uJigoCDCwsKkAKyvvvpKGkwuKSlh4cKFFBcXExoaWmWpwOdR1bE1IiJC7TgaEhLC3bt3ad68OZmZmTRo0IDc3FyGDBnCgwcP6NixIytXriQqKqrS9lhYWKhlIRs/frxaoNmzGjJkCMePH8fExIRevXqRmJiITCZjw4YNAAQEBFCvXj0uX77M3r17adasGQEBAVy9epWWLVvSvHlzkTFHEN4i48aN49dff8XW1pb333+ffv36cejQISkj4qxZs5DJZISFhZGSksJPP/2Et7c3+vr6rFu3DpVKha+vL56enuzfv5+pU6fSv39/KcObILxoFe9TZWZmMmPGjBdelllkkRMEQRAE4XWgoaGRrFKpujxNW5ExRxAEQRDeMm5ubjg4OIigHEGoJpaWlmrBdCtXrqzUZvr06UyfPl1tWlxc3Evvm/BqlZUy7Ny5MwcPHmTkyJEsX76cZs2aYWFhgb6+PoWFhVy9ehVHR0euX7+OgYEBSUlJ2NraMmrUKCmwp8zjsjtUVTZx165dpKWl4erqSkpKCt27d/9H26FQKFi8eDHFxcUUFBSwaNEiJk6cSP369XF1deXdd99l8uTJFBUVERQUhJOTE5MmTWLr1q2UlJTg6OhIUlISNjY2HDt2jISEBCmr29y5c3F0dJTeg9LMKwqFgmHDhpGZmYlMJuPQoUNSfz744AOioqKoW7cu48aNY+jQoVLpIOHNYWtr+1pkySlPJpOxfv16tWkVs6uUZf4BpLJyr6Oy41SzZs0qvRcSEiIFr0RFRVU5f2FhIQcOHECpVGJvb09iYiJKpZK+ffu+8MAcuVxeKVCmquMolP49GjRoAIChoSH79+9Xe798cGL5gb7yf7fnFRISQuvWrRk8eDArVqxAoVCQkZHB/PnzmTp1Knfv3iUhIYGtW7eyc+dOevTogaamJgkJCcybN4/CwsIX1hdBqG5lvyH/NDD4ebPt/RvcuHGDX375hfz8fGJjYwkICOC///0v69evZ+zYsTRp0oRdu3bh4+ODr68v/v7+fPLJJ6Snp3P//n0GDBiAnp4eDRs25OrVq5w8eZJ58+Y91bpfZYC18GZQKBSsX7+eli1bAqVBOePGjaNWrVpPnLf8563sYfLy1zlCqdTUVJKTkwkMDJSmlZXJzMzMJCAgQJpePnipfPAxlP7+PnjwgNatW2NtbU1iYiIffvjhU/dDoVDQokULWrdu/eI2ThAEQRDecCIwRxAEQRD+xaoaiHiSqkoSCIIgCK9eWdnCzZs3c/fuXXR0dGjdujXnzp1j8ODBzJgxgwcPHhAREYFcLmfy5MkEBgbi6OjIuXPn+Omnn6pcblBQEJ6ennz99dfo6uqqrat8iUQPDw+8vLxwdnambt26z7Ut+fn5xMfHs337dg4ePMitW7dISEhAU1MTZ2dnvv32W2rXro2TkxM+Pj7k5OTw119/cfLkSezs7NSWFRYWxsGDB4HSDG9Vpa4vKiri+vXrHD58GJVKpXbTfuDAgezcuZOAgADS0tJYsmTJc22bILzNKgb+Pe37ZWWucnJyyMjIkL7Ht27dqvSdfRV+/fVXgoKCnnow+lXIyMhAoVBI5/JNmjQBwMzMDJlMRtOmTbl48SKXLl2iU6dOAHTu3Pm1C0gThOr0pgblFBYWMnDgQAoKCnj48CE9e/ZES0uLzZs3s3XrVpYuXYpMJmPs2LEA5ObmUr9+fcaPH4+1tTUlJSW4ubmxdu1aoqKiGD58OEOGDKFjx440a9YMS0tLNm3ahKWlZaWyVwYGBrz33ntYWFjQtm1bjh07Rnx8PAD29vbExcWhra1dnbtH+BdIS0ujb9++3Lt3D0NDQ2l6WbB9ZmamFCzSvXt3LC0t0dfXx8DAgCtXrpCVlUV0dDSrV69WyyzXqlWrSlnk3jaWlpZYWlqqTSsrk6lQKAgICHhiUJ1SqVQLiMzMzGTXrl1qgTlly3jcshQKBTY2Nk8VmCOC/ARBEAShlAjMEQRBEARBEIRX5J8E072NoqKisLCwqDLLSdnTgGUBJv9mGhoaLF++XEr3HhYWhpWVFQ4ODmhoaLB27VpWrlxJdHQ0Cxcu5PDhw5iZmbFlyxZsbGzo1q2bWtmbJ2V3qGrwat++fS9kW8oGjS0tLVm7di3vvfcempqaQOmNeXd3d6B0kP727du4uLhw4MABxowZw4EDB9SWpaGhgYGBAYC0jDJlA//a2toMGzYMX19fWrZsyX/+8x+pjYeHBz4+PrRt27ZS0I8gCM+mTp06Uqmtn3/+GSj9/hUUFEjvp6enA5Cenk7v3r0BpMGXBg0aYGFhQVxcHJqamhQVFVXL0+/t27eXsm69aOWfXN+wYYP0pHr5TF/laWtrU1JSgqmpKX369JF+m4uKisjKyqoyC1pSUhIAKSkpL2UbBOF5qFQq+vXrx4MHD4iNjaVPnz6888477Nixo8r25YNO6tati7OzM3PmzCExMZHz58+zY8cOGjdujJ+fH7q6ujg5OTFt2jTee+89zMzM+O2334iIiKBr167S92zatGkcPnwYHR0doqOj0dbWJjAwkAcPHtChQwdWrVr1ivfK89mzZw9WVlZMnz6d4OBgLl++zLlz57C3t+f8+fMYGxvz6NEjJk2axJEjR0hISODChQs4ODhQs2ZNFAoF3333HQMGDKCkpIT58+ezYsUKHjx4wIYNGygqKpICc6KioqSyV9u3byc4OJjr169z4sQJatasSVBQEBcvXqSkpAQTExMRlCM80cWLF7lw4QIdO3bE3d2d7du3U69ePWxsbIDS67nPPvuMWrVq0b17dzIyMrCwsOCrr74iLCyMdu3asXHjRtLT08nKylLLLBcYGPjWZZErLi5m6NChZGVl0bRpU5o1a8Yvv/zC5cuXuXr1KsXFxTRs2JDc3Fzy8vKoX78+7dq1448//pDOK/T19Tl9+jR79uxhzJgxGBkZERAQQFJSEllZWfzxxx8UFhZy8OBBjIyMUKlUZGZmUqNGDWbPns3YsWNZvXo1mzZtQk9Pj4iICKKioti9ezeOjo7Url0bGxsbtdKnCoWC2NhY8vLyCA8P58yZM2zatAmApUuXSkHcgiAIgvA2EWGqgiAIgiAIgiC8Vvz9/R9beqjsacCKVCoVbm5u2NnZUVJS8sR1pKamPjbjzD/xPAFXcrlcKhvj6uqKQqEgKSlJKnNW1bSXNcD8T6WlpUn/Ojg4SE9XQmnQzvfff49CoSAlJYWmTZvi5eVFTEwMjx49wsLCQm1ZSqWS+/fvc//+felvqVKpKCgokAIASkpK8Pb2ZvPmzdy+fZvTp09L89eqVQsDAwOWLl2Kt7f3q9h8QXhjffjhhyxZsoRBgwZJmbW6d+/O5s2bGTt2LA4ODhw4cEAKvqtIJpMxYcIEHBwc6N27N+PGjXuV3X8lLC0tpXISGzZseGJ7c3Nzjh8/zrx582jcuDFyuZzevXtXKoNWplu3bhQUFODg4PD/7J13WBTH48Y/d4CCqGgQe8EWK/aGoFQR0RCMxkRBBEWi/uwmKlY0YG+xd4nBiIkNKwrIiWAsUSEWLESwYQFsKIocN78/+N6GA0xMxJbs53l8vNvd251Z7m7mZt55Xy5fvlykZf+nqFQqKXIwb5217h2F4e/vT0RExBsvm8zb5/bt25QqVYro6Gji4+Pp0KHDS0U58IfoJCwsjFKlSpGRkSFNvrdr147ly5ejUqnw9fUlKioKPz8/AG7cuMGaNWvYtWsX06ZN0zlnbGwsR44cISoqikqVKjFr1iz8/PyIioqiVKlSH5zTVF6nrFatWuHh4YGjoyObN2/G0tKSmJgYTp8+Te/evWnbti3jxo3j1KlTfP755xQrVozFixfj7e3NmjVrWL58OYmJiQCUKlWKNm3aUKVKFR4+fEhOTg7ffPMNHTt2ZOnSpaSkpAC5cavGxsYAuLu7ExISQkhIiNyvknklXrx4Qf/+/fnqq69ITU3lzp07BY7Riu3T0tKoW7cua9askfZpfwfmdZYbPHgwjx8/LuAi96GStx39K3bs2EHDhg2Jjo6mcuXKhIaGApCens7w4cOZO3cukBvzamJiwv79+2nYsCFpaWn4+fkxduxYdu3aRUJCAsbGxvz444+ULFmSpKQkbty4QadOnejWrRs1a9Zk+PDhXLt2jVKlStGxY0cSExOJjIzk3r17/Pzzz8TGxhIVFUXdunXx8vJi/vz5zJ8//6VlL1OmDHv37qVq1ars2rWL6OhoQkNDmT59+uvfRBkZGRkZmQ8Q2TFHRkZGRkZGRkZGRuadMnDgQEaPHk2DBg1YvHgxq1at4rvvvkNfX5+FCxei0Wi4f/8+Bw4cYPXq1cTGxvLLL78QFhaGs7Mz2dnZlCpVCmNjY/bu3Yu3tzc3btygevXqVK9eHX9/f9auXauzQu+3335DrVa/0kq9/NbbycnJTJo0ieDg4FeqX1xcHBqNhhYtWug4K7wLUlJScHd3Jzs7myZNmtCrVy/mz5+PWq0mKyuLrVu38vjxY7y9vSldujR3795l8+bN1KxZs8A9bNGiBb169eLSpUukpKTg6OiIWq3m1q1bqNVq5syZQ8+ePbl//z5Vq1albNmyNG/enPHjx/PVV19x/fp1KWorL1OmTMHJyQkhhDRo6+XlhbW1Nc7OzgBkZGTg6upKTk4OpUuXLiDu+fLLL5k0aRL169d/w3dURubfibm5ufQdd+rUqQL7jxw5Ij2OjY0tsD+vWNHFxQUXF5eiL+RbQKVS6bRDYWFhjB07lkuXLmFkZERwcDDx8fFERERQvXp1zp49i62tLUuWLCEnJ4ehQ4cSExPDrFmzcHZ2Zs+ePcyZMwe1Wo23tzfOzs7s3r2b5s2bc/nyZQYNGiTd97wue0FBQe/uJvwFeV2C/q2xQjK65Hdv0NPTIyoqCh8fHy5evMiNGzfQ19dnxIgRBVxr/P392bt3L9nZ2SQlJdG6dWuSkpLYuHEj27ZtIycnB2tra3r16oW/vz/u7u54eHjQpUsX6tSpQ8mSJSlZsiSPHj3SKdPYsWPp168fpqamBAYGkpCQwPjx41EoFDx58oQ2bdq8o7v1z6hZsybx8fG4uLhw5swZ2rVrB4CZmRnXr1/n+fPnGBoaotFodFzMtJibm0ui6V9//ZUqVarg6OhIhQoVpGOEEMTFxfH06VOio6NZs2YNt27dAtDp99rY2DBr1ixycnKYPHnym666zL+AunXrEh8fz4ABAwgICNB53z1//hwhBA8ePKBUqVKUL1++QMSR9nlhznKnT5/+z7nI/f7779Jv1iZNmkjCnOrVq7N9+3aUSiWpqalkZGRQsmRJrl69SqVKlcjOzmbHjh08fvwYhUJB/fr1efbsGS4uLnzzzTekp6dTrlw5UlNTcXJyIjo6mlatWlGyZEmSk5O5ffu2FG2VlJREixYtJDfT/H+zl0WbasVTV69eJT4+XnJWlJGRkZGR+a8iC3NkZGRkZGRkZGRkZN4pWveUyZMnExYWVmACd/fu3QQGBhIZGYmvry+1atUiICAAIQS7d+/m888/R6VSYWBgwCeffEJCQgLVq1eXJiKioqIYN24cderUwcLCgtGjR/PixQvS09OJioqiU6dOqNVqfHx88Pf3lyZCFyxYwNmzZ1m+fDk5OTnSZOpXX30FwOrVq1m/fv1fuuXExcVJIqBmzZrRrFmzN3EbX4ly5coRHh6Ovr4+Hh4eXLlyhefPnxMeHs6WLVtYvXo1X375JXfu3CE8PJxTp04xe/ZsAgICpFWODx48oH///uzcuZOgoCBOnDjB3LlzcXNzY+DAgZiamnL9+nWMjY354osv2Lp1K9WqVaN3797MnTuXwYMHs3PnTj766CNq1KghlU3rAtS5c2c6d+6sU+6BAwcycOBAnW3R0dE6z/NOXCsUCvr06VPEd09GRiYvcXFxLF68mPbt2+Pj4yNtV6lUqFQqnXi9Dx1tO3To0CGqV6/OihUr2L9/PytXrsTS0hIAX19fNm7cKEUJpqenM2XKFLKzsxk6dChOTk7MmzePQ4cOodFo6NKlC87OzqSlpTFx4kSqVq36zuqnUqlYtGgRQgjS09MZPHgw69evx9DQkJ49e5KTk1OgjYTcdjCvGGnw4MHExMTg5eVFiRIlOHfuHLa2tjor44UQDBkyREfcpHVjkvkw0Lo3bN68mYCAACnaaO3atVI8Z0BAAGPGjMHPzw9LS0vGjRsnudY0aNCABg0aEBUVRU5ODleuXKFr166EhITQtGlTFixYgIGBAQsWLODFixdYWVnRpUsXEhMTefr0KY8ePZIiL7XY29vTtWtXZsyYwZ49e6hXrx4eHh7SpLBarX67N+k1cXNzo2fPnnTu3Fnn86FUKvHz88PGxgZjY2OmTp1Ku3bt8PLy4ty5c/To0QOAihUrYmdnR/v27SlWrBjff/89NWrUkKKEtNSrV4/ExEScnZ2pVq0aVapUKVAWpVJJkyZNUKvVBSbjZWQK4/fff6dChQp88cUXPH36lHr16gG5opyuXbvStWtXFAoF1atX/9P3VNOmTSVnOYVCQe/evfH19WXFihU4ODhQo0YNqlev/raq9Ubo1asXd+/epXjx4mzdupXSpUvTtGlTmjZtSnx8PN9//z21atVi7ty5zJo1C7VajbGxMRkZGZw/fx49PT0aNWpE2bJlKV68OPfu3WPu3LmUKVMGAwMDMjIy0Gg02NjYcObMGZ4/f46DgwNpaWmcPHkSQ0NDWrRowdKlS3n48CFDhgzB0NCQGjVq0KFDBwICAsjOzubhw4ecOXNGWrCiFQVq3U0Liz6FPwQ8NWvWpHXr1mzduhXIFVnJyMjIyMj8F5GFOTIyMjIyMjIyMjIy7xQHBwdmz57NV199JTnfaGncuDGAZLlvYmIi7Xv69Cl9+/bl5MmTVKxYkQoVKmBqakrHjh1Zv349w4YN48KFC3Tq1ImSJUtiZGTEjz/+SNWqVZkwYYIkxsnvRHDu3DmWLVvG3bt3mTdvHidOnGDhwoU0b96ctWvX4uXlhbm5OevWrWPChAlMnTqVpKQkycFn586dzJo1CyMjI/z9/Vm9erUkAho4cKA0YTV79mx27dpF8eLFCQoKonr16gUGYotaxKOdcH348CHJycnUrVtXsoNv1qwZ4eHhAFhYWKCvr0+zZs1ITEwsdJWjNv7gyJEj3L17V1qNnjf+4NKlS/Tt2xeAhw8fcuvWLR4+fCgNon/88cdFWj+Abdu2sXDhQmk1qYyMzJuhSZMmdOzY8R9NeOd3IntdXsWNLDk5GX9//7/tPqNth3744Qd69+7N9u3bOXDgAGq1WhLlFIaZmRnly5cHcr//0tLSSEhIwNHREYB79+4hhKB8+fLvVJSjRQhBaGgoM2bM4MSJE5IY9sGDBwVEEFryi5HyYmVlxfLly+nWrZvkwgGwZ8+eAuImbVSRzIdBXveGVq1aFeqqBbzUteaLL75g5cqVnD9/nuLFi/Po0SMcHBxwdHQkLS2Nn3/+mdq1a7N06VIyMzPx8PAAoFq1avTv35/ExESWL1+ucy03NzcyMzMB+Pnnn7G3t8fX15dHjx6hVCpZs2YNNWvWfFO3pMgpXrw4u3fv1tnm5eUFQPfu3enevbvOvrwuZlrxnJ+fX4HPllYEbW5uLn0XFhaPmn+bLHiW+TtUqFABtVpNmTJlWLduHQsXLiQ4OJipU6cSGRlJly5dSE9PJygoCGtra533W35R78SJE5k4caLOtvfZRe7vEhQURIkSJVi7di1btmxh4MCB3Llzh+PHj3Pq1Cm+//57Ro0axYgRI6hbty5CCMzMzDh//jxqtRoDAwOys7NRKpUcPXqU4sWLY25uTk5ODqampty8eRM9PT1UKhWNGjXi8uXLZGZm4u3tzZkzZ7h+/Tr79u0jLS2NYsWKkZmZiUajoV27dmzcuJHY2Fjs7e2ZPHkyPXr0oH379hgZGbFy5UpsbW2ZMGECx48fx8vLi+7du7Nr165CxbZmZmZS7LSenp50ThkZGRkZmf8asjBHRkZGRkZGRkZGRuadoq+vj7m5ueS6cunSJWlfflvsvCvzDhw4wO+//45CoaB48eJcvnyZK1eukJGRQWJiIpcvX+bFixdcvHiR+/fvY25ujlqtRq1Ws2rVKinmyMDAgF27dlGnTh2SkpJYt24dpUuXplOnTixZsgQLCwuysrK4cOECjRs3pmTJklSqVAljY2M8PDzo3LkziYmJzJ07FycnJwIDA4mOjsbIyAiNRoOvr68kAtJOXt65c4dDhw4RGxtLTEwMM2fOZMWKFQUGYotamPPjjz/i5uaGl5cX7u7u2NjYMHPmTADi4+OpXbs2kCtOysnJkbYVtspRG3/w22+/vTT+oF69eixatIhKlSqRk5ODQqHAxMSEmzdvUrZsWa5cuVKk9QPo0aOHtGJcRkbm1fjmm2/o168fKSkpjBs3jhEjRrB69WpGjhzJ6NGjKV26NGXKlMHU1JTo6Gi8vb05f/48hoaGVKhQgezsbE6ePMmFCxd49OgRvXr1wtvbm507d6JUKunZsye9e/dmwYIFCCHw8fFhzZo1PH36FDMzM3766SeOHz/OuHHjyM7OxsfHB29v71cu/5t0I8vbDpUpUwZPT0/GjBkD5H4X5o3yynts/varXLlyWFhYcODAAfT09MjOzkahULw3DhRaAVLlypUxMzOTHpuamkor2/PGU/wVWtGnhYUFSUlJ0vaEhARCQkJeSdwkk8u+ffuYOHEiQ4cOfWdRmHmpVasWp06domvXrvz666/o6xc+vFyYa83Zs2cl0YmXlxf+/v7Mnj0bZ2dnpkyZQtOmTenTpw/m5uZ88cUXOucrVaoUW7Zs0dmmndA/cOBAgevv2LGjKKpbJPzdGFQtw4YNY8mSJQQFBeHp6flOvi+mTJnCtWvXaN269Vu/tsyHR94YRi3a9/20adOYNm2azr7ChGH/FbSLHM6ePcvjx48lwV2dOnUwNDSUFqakpKTQt29f5syZw6VLl5g5cyYRERHMnz+f06dP07JlS0aPHk2HDh10RHq3b9/WWZDh5+fH+PHj2bdvn3Qu7e/XyZMnU6lSJQAqVarE7NmzmT17tk55hwwZwpAhQ6Tn9erV4/Dhw9Lz/CJNrZhQi7e399/q28nIyMjIyPwbeT9+/cvIyMjIyMjIyMi8A1QqFZMmTWLYsGFA7oo1jUbzj8+XnJzMoUOHiqp4/yl69uzJihUr6Nat258e17hxY2JjY/niiy9o27YtGo0GfX199PX1KVu2LJMmTaJGjRrcv38fe3t7Ro4cib29PWXLliUnJwd9fX1q167N0KFDpb+1iYkJGRkZAFy9ehVTU1Pq1KnDhQsXePDgAcePH0ej0VCuXDl69OhBtWrVKF68OL/++iuGhoZStMLt27dJTU2lRo0aGBkZAbx0AiU5OZkmTZoAuavNExMTgYIDsUWNvb098+fPx83NjadPnwK5wiRnZ2eWL1+Or68vAOXLl8fNzY3hw4czduxYnVWOdnZ2zJo1Syf+4MSJE4VeLzAwkP79+2Nvb4+LiwuZmZlMnjwZV1dXBgwY8MHbz8vI/Fto3749sbGxHD16lEqVKvHs2TMeP37M4sWL6du3L3PnzuXixYvs3r2bjz76iEqVKkkr2Js2bUpwcDB6eno4OztjZWXF5cuXUSqVjBgxguDgYCm27sWLF+zevZtGjRpRrlw5oqKipIn2KVOmsGvXLmJiYti0aRMvXrx45fJr2/OmTZvi6elJ06ZNiYuLk87boUMHFixYIB2/Z88eOnbsSPv27QkLC3vptt27d7NhwwbGjx8PQOnSpUlOTsbe3h57e3v279+vU45q1arRo0cPLl68WKCMSqWS0aNH4+DggJ2dHSNHjnzl+r0NXiYqMjY25vbt2wCcPXv2T1+Xl/j4eCBX6Glubi5tr1evHp6enqhUKmJiYpgxY0ZRFL/IsbW1faPxR3+nv7lz5042b978XohyINex5fz583Ts2JGzZ8++VAw7YcIEAgICsLe3x9HRkRs3bhR63Ndff83IkSPp3r07FSpUeJNF/+BYsmQJ8Pq/UV6H6dOnFxBEycjIvD7aRQ7R0dH83//9nyR+zS/srVGjhtT+njlzBoCsrCxGjRrFpk2bCAsL4+7duygUCtLT04HcNka7IEOlUmFlZSWdX9s+axdg1KtXDycnJymKdOPGjW/tHsjIyMjIyPzXkB1zZGRkZGRkZGRk/vPkHfT28PD4y9WoL4vg0Apz7O3t//KaRR3j8aHj4uLCkydPAF0Lc+2Ky7wr7qKjo6XHe/bsYdKkSSgUCvbv38+2bdtIS0vD1NSUI0eOcPLkSQwNDbl9+zYWFhbUqFEDBwcH2rVrx7Rp07hx4wahoaEMGzaMCRMmoKenR7169Rg8eDA7duyQVignJCTw+PFjUlJSuHPnDhYWFpQvX57U1FQcHR2lqCc9PT2uX7/O8+fPMTQ0RKPRYGBgQFZWlk59zc3NpUHRX3/9VXKqyT8QW9Q0b95cZ2JVpVLRrFkzAgICpG0ZGRlUrVq1wKruwlY5/lX8QZ06dQpMXLdt25bTp0+/Vj1kPmw+xO8/f39/rK2tpRiifxtWVlZ88803aDQa3N3diY6OpnTp0igUCooVK4axsbEUUVe8eHHKlSsnvdbIyIgXL15Qt25dDhw4wJgxY1i4cCF3794lIiKCZcuW0bp1a9q3by/F39SpUwcLCwvc3d2lld7x8fG4uroCkJaWRmpqKlWqVPlb9cjvOlahQgVOnDjBkSNH+PHHHzl48CAajYZ58+Zx6NAhNBoNXbp0wcnJqcA2R0dHYmJiuHbtGidOnODYsWMvXe2tbat+/PFHaVve70KtW5qLiwsuLi46r33f3QKKFy9OWFgYJ0+eLNQZRStGCgwM1Nl++PBhllynG0MAACAASURBVC9fjo2NjU5Ul6urK8OHD5f6SiNHjpT+7v82VCoV8+fPR61Wk5WVxbx58xgzZgympqa4uLhQvXp1Jk2aBEBAQACOjo5ERETobDM0NGTXrl3Ex8czf/58rK2t32WVgFxBb36hhrbPkNctw8zMrIBrTd4+Xt44muPHj//ldd/nz8rRo0cZNWqU5KZ49epVAgICpDra2tpy69YtPv30U+7evcvmzZupWbOm5PZ16tQppk+fztq1a7lz5w6hoaFUrVoVa2trFixYQFxcHA4ODvj4+EgRoTIyMh82jRo14tixYzg7O1OtWrWX9nkqVapEy5Yt6dChA02bNgXg2rVrDBgwALVaTa1atShfvjwzZ87kk08+oXjx4gwaNAh7e3s8PT3ZuXOnzvm0izKeP3/Otm3bMDU1pWLFitja2qJQKOjdu7e0WENGRkZGRkamaJGFOTIyMjIyMu+YoKAg7ty5Q05OToHs7Fdl/fr19O/fH/jD7lpGRubVKWzQ29LSkiFDhpCVlUWnTp2YNGkSXl5elCxZksuXLxMUFIS7uzvZ2dk0adKE5cuXs3r1amJjY/nll1+YPHkyERERBQblvb29pQmZRo0a/ePYDhldWrVqhZubGz169KBfv35cvXqVGzdusGzZMpycnLC2tmbZsmXExsby5MkTateuzZw5czh79iylSpWidevWDB8+HIAZM2YwZcoUnjx5QsWKFalYsSI///wz5ubmuLu7s379egDq16/P1KlTWbNmDc+fP2fkyJEsW7YMPz8/bGxsMDY2ZurUqbRr1w4vLy/OnTsnrSqvWLEidnZ2tG/fnmLFivH999+/s3v3ugQFBaFWq3F0dPxHMQ0y7xcqlYqFCxei0Wi4f/8+vXv3xtDQEB8fH/z9/aUJ10WLFiGEID09ncGDB7N+/XoMDQ3Zs2cPkGt3f+nSJYyMjAgODiY+Pl6KMRoyZAjp6eksXboUPT09li9fTtOmTbG2tiYmJobk5GT8/f1ZvXo1n332mU7ckcyboXz58ty+fZuqVatiZWXFpEmTsLCwID09ndOnT9OmTZs/FQt26dKFTZs2YWlpyW+//YapqSkODg6S04x2IkkryNKu9FYqlTg5OeHu7k7z5s3ZunUrxsbGZGdnY2Bg8Lfrkd917Nq1a5I7WcuWLTl48CBpaWkkJCRIIqt79+6Rmppa6LYaNWqgr68vRfH8W8krpsgrhNWKKD755JNCXwMvFyN9/fXX1KlTp8C5gPfyt4o2evLKlSuUKFECQOrLDRo0iAEDBhQQzTg6OtKvXz+Sk5NRKpVERkZy9epVqf9Yp04dnj9/Tnh4OFu2bOHgwYPcu3ePiIgI9PT0sLa25uDBgwA4Ozvj6OiIv7+/zrajR4/i7OzMpEmTdO6nzPvFvn37mD17Nra2tkRFRXH16tUCx9y5c4fw8HBOnTrF7NmzWblyJbdv3+bYsWOcPn2aoUOH8uuvvxISEsJPP/3E6NGjAWjTpg3NmjUjIiLipbFhMjIyHxaFRX5p0bal5ubm0jhC3kUUWvLGVkGuyPro0aM62/I73RW2KANg4sSJ/3g8UkZGRkZGRubV+bCWqMnIyMjIyPxLqVixIhMnTiQoKIhZs2YRGBj4t6yqtZPEkOuGoEUbz/Nf5c6dO9Lq3bVr19KqVSv27t372vdFjiv6d6Id9I6MjKRv375MnDiRdevWcfjwYc6fP8/NmzeB3AGvgwcPUq5cOcLDw4mJieHx48dcuXIFX19f+vbtS2Rk5Euvc+/ePbZs2UL//v1fK7ZDRhdfX1927NiBg4MDN27cYN68eaxcuZLRo0fTq1cvihUrBkC7du0IDg5m2LBhODg4EBYWVmClfps2bYiOjub06dOYmZkxceJEnJ2dCQ4OxtfXF0NDQ4KDg5k8eTKLFi2iUqVKNG7cmGXLlgG5EQ/Hjx/n0KFD2NjYULt2bY4cOcKSJUuwtbWVBkL9/Pw4evQoKpVKinkpbCD2TZK3PNp2x9zcXBbXyLB7925cXFzIyckpdL8QgtDQUFxcXDhx4gSRkZFUqVKFM2fOsGfPHszMzBg6dChDhw5l5cqVwB8xRk5OTixevJgjR46wadMmaSLg+vXrRERESNe4fv16gbijN8HAgQNJSEgAYPHixfzwww/Y2NjQqlWrAnb+QUFBrF27FsgVGqhUKoQQDB48GHt7e7p27cqDBw84evQobdu2xd7eXqef9j5TqVIlLCwsMDc3Jysri+vXr5OTk0NsbCxff/01HTp0eOlrR48ezfnz5zl+/DiXL1+mXr16nDhxgjJlylC6dGlq1aqlc/y1a9ewsbHB0tISMzMzypcvz7Rp03B1dcXOzo4vv/zyH9XhVeIfypUrh4WFBZGRkahUKuLj4zEzMyt027Vr18jJyZFe+28nb9/5fXBmeZuEhoZSvnx5Dh8+zN69ewHo1asXMTExknhWK5o5ePAgU6ZMITs7m5s3b3L48GEOHTqEUqnU6T8mJSVJYhqtsKJp06bo6ekBue/X0qVLU7p06T/dJvP+M2TIEH766Sf69u2r4wiXV9BoYWGBvr4+zZo1KxBhWrlyZRo0aIBSqaRy5co8ePDgrddB5r/NyJEjC/T5vLy8SE5OfjcFkpH5wHj48CHbt2+Xnr9KXHpycjIeHh5vpXwyMjIyMu8Hry2zVygU1YCNQEVAA6wWQnynUCj8gYFA6v8OnSCE2Pe615ORkZGRkfk38OLFCz7//HOysrIoW7YsnTt3xsPDA0dHR9asWYOTkxNff/01fn5+DBgwgMePH9OwYUOWL1/OnTt38Pb25tmzZ1haWlKzZk3Onj2Lra0tS5YsYeTIkfTv3x8vLy9MTEywtramU6dOTJ06lePHjzN48GDq1avHpUuX/vVRIlrBE8BPP/1ETEwMhoaGdO3a9bXO+3fiimQ+XC5duiRZxT98+JBbt24BSKvmtS4RDx8+JDk5mZSUFJ3X558c1D7POyFTFLEd/3XyikgKE5M4OzsX2JZ3dWFsbGyB/XlXL2qFMnlFMtpIkpYtW3Lq1CmePn2Kk5PTPyn+O0elUkkuJr6+vsydOxe1Ws2UKVNwdnZm586dzJo1CyMjI/z9/TExMWHEiBFkZWXh6urKhAkT3nUVZN4AjRs3BqBKlSooFAqys7MB3QlG7TGVK1fGzMxMevzgwQMSEhL4+eefWbVqFXXr1sXS0hJAijHSOpEYGBhgbm7Oo0ePdK6vvU5hcUdvgp49e7J161YmT55MWFgYP//8M3379kWtVmNra4unp+efvn7Pnj1Ur16dFStWsH//flauXMnTp08l94Q3EUv3Jsjr3JW/TYuLi5MmFS5evChtz/t9qVargT++L6dNm1bgGtrjP/744wIrvdu0afOnwlbtefM6uvwVhcU/3Lt3j8qVK+Pg4MCZM2fw8PBg2bJljB49GgcHBxQKBQ0bNmTZsmV4e3vTvn17bGxsdOqgbQc+dPLeUyEEFSpUKJIV829DWFrUXL58mfbt2wN/ODs1btwYAwMD6blWNAOgp6eHgYEB/fr1w8PDgxo1avDtt9/q9B9v3rxJZmYmkNvnc3Bw4Pz589I1NRoNjx8/BpAmxAvbJvP+U7ZsWZYvX05KSgoDBgygcuXKQK5bhba9PHfuHDk5OcTHxxcaYfpncaYGBgbk5OTIjjkyf5tXjQ9dtGjRWyiNzLvmz5x6ZF4PrTDns88+A/5+XLqMjIyMzH+DomgN1MAYIUQDoB3wfwqFouH/9i0UQjT73z9ZlCMjIyMjI/M/du7cSZs2bQgLC6NEiRJ89913HDp0iAMHDpCRkcHdu3dZsGABTZo0QV9fnxYtWqCnp0eHDh1o1aoV+vr6qFQqhg0bxo4dOwCwtLTkl19+ITMzE1tbWx48eMDBgweJiYlh69atWFlZ4ezsjJeXF2vXruXChQuMGDECa2vrQidO3iYqlQo3Nzc+/fRTrK2t2bRpEw4ODnTt2pVbt25hZ2eHtbU1Q4YMAZAmhJ2dnfnyyy8JCgoiOTkZe3t7evbsScuWLbl586a0+mTr1q2cOHGCzp07k5iYKK0Ajo2NxcrKCjs7O7Zs2VLoineVSsWnn37KJ598gpWVFU+ePGH16tX88MMPODg4vMvbJvMG0A56A9SrV4/NmzejUqk4deoUrVu3Bv6YrPnxxx9xc3NDpVJhZWWFEELn9SYmJty+fRvQtZDOOyDTvHlz9u7di0ql4syZM7Io5wMjNjYWGxsbOnTowDfffPOui/OPefHiBaGhocyfP59Dhw6hUqmYO3cuGo2GwMBAoqKiiIqKokOHDtSrVw+VSsWxY8cIDw/n2bNn77r4Mm+AvJODDx48KPS7rLDJxBs3bjB06FCCg4MlYYe+vj6jRo1i8+bN/PDDD9jb2/Ps2TOSk5NZunQpzZs358KFC1y6dEkSduzZs4dDhw6RlpbGqFGj2LRpE2FhYdy9e/eN1NfBwYGoqCju3btHqVKlOH36NI6OjgUm0fPXWztxmpCQQEhICLa2tgQGBnL//n0d94STJ0++kXK/Ln/HnTEuLu69FnRr3b9eFv9w5MgRli5dyoYNG6hQoQIbN25EpVJhYWEhuZ25uLigUqmIioqStg0aNIjjx48zZ86cNybGyd/XzMjIKNAf1Wg0+Pj4YGNjQ5cuXQA4fvw4tra2WFlZsWHDBgD69euHjY0NdnZ2aDQaJkyYIPV1U1JSCAsLK+AGtXPnTry9vencuTMnTpzQWbmtjfPUYm9vLwn1/m3Uq1ePY8eOAX98NvJ+3rXbHz9+zOPHj8nJySEnJ4fevXsTHBxMamoqJ0+e1Ok/rlq1ClNTU5ydnVm+fHkBEe+UKVNwcnKSFlG8bJvMmyH/5yoiIoJ27drRrl07yb3N1tYWPz8/Wrduzbp164CCvyGDgoLw9vamY8eOtGzZktatW3Pu3DkqVKjATz/9xLlz54DcyEA3NzeGDx/O2LFj/1ZZu3btipubG9u2bSvamyDzr0SlUuHq6sonn3xCgwYNpN8r169fB3IdRH19fWnVqpUUQWpra4tarSYpKYl27drh5uYmOcbKyMgUTl6HzPbt2xMeHo6trS2pqalYW1tz4sQJKS79hx9+4OLFi5I46rvvvgNyxfB5xzEBpk+fjq2tLfb29iQnJ5OYmEj79u2xs7NjxowZ77LKMjIyMjKvyWvL7IUQt4Hb/3ucoVAoEgB5RkFGRkZGRuZPuHr1qhQ5pVQqqVWrFo0aNaJEiRKULl2aEiVKAPD48WNSUlK4f/8+CQkJjBgxgiNHjlCnTh1++eUXQkJCGDVqFBkZGQQGBqJUKvn6669RqVR4eXlJ57l9+za7d+/Gw8ODTZs2MXjwYEqVKiX9GGzbtu07H/jVRmLMmDFDisTw9fXl1q1bhIeHo6+vj4eHB1euXOH06dO0b9+e8ePHM3jwYOkcDx48ICIigs2bN7Nt2zY+/fRTIHcl/NKlS4mIiNBZZTh+/HhCQ0MpV64cGo2m0BXv2lX+u3fvJjAwUCpXrVq1Cs35lvmw0Q56+/j4EBgYSP/+/cnKysLAwKDAQLi9vT2enp7s3LlT2ta4cWP8/Pz44osv2Lx5MykpKbi4uGBqalro9bSxHRqNho8++kgebP/AsLGx4fDhw++6GK9NixYtSEtLIyEhAUdHRyDXUULramJkZATktldJSUmMGTOGzMxMLl26xL17995l0WXeAnp6eoSFhXHy5Mm/XKl/5coVfHx8GD16NF5eXhw4cAClUkl4eDinT5+mX79+ODs7M2fOHDw9PZk4cSINGzYkIiKCunXrUrduXXx9fVEoFFhbW3P//n26d++OWq2mVq1alC9f/o3UUV9fH3Nzc+bOnYubmxtz5sxh7dq1VKlShbp16+oca2JiIgmUzp49i52dHfXq1cPT05MxY8YAkJ2djVqt1nFP2L9//xsp+6ug0Wjw9fXlypUrlChRgmfPntGmTRtSUlJYs2YN/fv35+7du5iZmREcHMz58+cLOGOtXr2a9PR0oqKiCA4OZsiQIVy6dAkjIyOCg4MxNjYu4AZZFBTmMjl9+nQpNmj9+vWo1Wo8PT0pXrw4nTp1YsKECaxYsYLvv/8eIyMjVq5cyebNm7l27Rq3bt0iMDCQ7777juDgYNRqNb6+vpw+fRp/f3+6devG8ePHGTduHNnZ2fj4+ODt7c2ePXuYOnUqrVq1kgRkRY22r3no0KEC/dH69etTvnx51q5dK4lGtHGYpUqVolOnTvTp00eKVdI69cXGxnLkyBGUSiVCCMqUKYO9vT09evRgxIgRkqvc4cOHadGihRTfaWNjQ3x8PBcuXKBSpUq4uLiwcOFCLly4wN69e2nSpAnz5s1j+fLlb+RevAtcXV3ZvXs3HTt2pGTJkoUeoxXNCCGYPn06GRkZuLq6kpOTQ+nSpbGwsNDpP2ZkZGBnZ8ecOXOkc+R19+vcuXOBz0ph2z5EB6IPAW18mfZz1bFjRw4ePAjkOi5q+0S9evXC39+fTp06MWDAgAK/ITdu3IijoyM+Pj74+/tLk6mzZs0iLCxMul5h4r68YkLteyOvo4V2/8iRIxk5cuSbuhUy/0JevHhBWFgYmZmZlChRgoiICFatWkVgYCCpqalMmjQJU1NTnJyc6Natm/S6uXPnMn/+fNq2bSs5zcnIyBTOvn37JIfMpKQkJk+erNPOa+PStWOR3bt3l/p1Go2G69evFxjHtLe359atW6hUKhISEpg5cyatW7fG19dXcjiUkZGRkflwKVL/S4VCYQ40B44DVsBQhULhCfxKrqtOgYBchULhC/gCVK9evSiLIyMjIyMj895Ss2ZN4uPjcXFx4bfffqN9+/akpqbSsmVLoqKipONMTExYtmwZLVu2xMXFhbCwMK5evcrvv/+OtbU1ly5dIjAwEIVCUagtqnaVZ3Z2Nubm5pQpUwY9PT2uXbtGRkaGZKutnXR9l7wsEuPy5cu4urry/PlzTExMSElJISkpiSZNmgDQrFkz6RwNGzZEqVRSpUoVEhMT//R669evB6BcuXIEBQXh6ekprXg/cOAAarVaEuUkJSWRmJhIlSpVePjwISYmJkRHRxMRESEN2Mp8mOS3cs4/6J1/IjXvxEjz5s113CO0REdHv/T1QIGBmj+L7ZCReRsolUrKlSuHhYUFBw4cQE9Pj+zsbPT09Lh+/TrPnz/H0NAQjUbDihUrGDduHLa2tlhbW8sDg6+ISqUiIiLiTwWdycnJTJo0qdBItrdJ3u9FbWTQsGHDpP3565I3VigkJISAgAA8PT0ZNmwYOTk5BAcHc+zYMcnR5Pnz50ybNg0vLy8sLS0JDAzk0aNHTJkyBTs7O1avXs2mTZuws7MDKBB39Kbo2bMnvXr14vbt2zx79oxPP/2UZs2aUbZsWZ3jHBwcmDt3ro5QydXVleHDh0sRlyNHjuTq1ats376dJ0+eMG7cuLdSh5eRf/LZ3t6e7t27Y2lpyZIlS3B1daV3796sWLGCrVu3Sm5wCoUCOzs7Ro0aha+vL2q1Gh8fH3bv3l1AOFK7dm3atGnDxIkT8fX1LbKya10mtefNyMj4y8mKe/fu8fPPPxMbG4uenp4kZPn444/ZsGEDycnJ0vkLm5zML3hxd3dn5syZHD58mAcPHkjvzaIkb3xcXFwc27dv1+mPFhazlD8OMy0trUCs0tixY+nXrx+mpqYEBgZy+vRphgwZwpMnTwAoVaoUz549Iycnhy1btnDjxg1Onz5NSEgIrVq1Yt68efj4+ODr60twcDC1atXi6NGjPHnyRCrPvwWlUik5ouRHK6goTDSTt98HuRF82v6f9vtS5v0k/+cqf1SZlvyRZpD7GzLv67Tk7Rdp4xtlZN4F2vffnDlziIyMJDs7mwYNGgBgamoqzcPkfa/DH4vI9PX1pTEXGRmZwhkyZAgBAQGsW7dO5/fSy0hLS6N+/frAH/25/OOYCQkJqFQq6fdYpUqVJIGou7s7Hh4eknuijIyMjMyHR5EJcxQKRUlgGzBSCPFYoVCsAL4FxP/+nw/0z/86IcRqYDVAq1at5FFdGRkZGZn/BG5ubvTs2ZPOnTujp6fHjRs3MDQ05MyZMzrHVatWjYCAAB49ekRiYiJLly6lTZs29OvXj8WLF5OZmcmxY8eoVq0an332GTNmzJAGBu/fv09aWhqQuxI8OTkZPz8/nJyc8PPzw9jYuIA9+6ugUqlQqVT4+/szbNgwlixZgq2tbQE3Gi8vLyZNmkSdOnVe6byFRWJAbjxEjRo1OH78OO7u7gghqFmzJmfPnpWETdqIobz81WTx+vXrUSqVpKenExQURJ8+fQpd8R4bG1tgsNXAwOBvxT/IyPwVDx8+5NChQ1IeuYzM20apVDJ69GgcHBxQKBQ0bNiQZcuW4efnh42NDcbGxkydOpWuXbsydOhQGjZsSLFixd51sWXeM8qWLSu5xLi7u1OxYkUg1wkgPj4egF9//ZXatWtTq1YtsrOzad68OdHR0VK7vXjxYmbMmEG1atVeuQ9RFLi4uEhihf79+9O/v+7whb+/v/Q4Nja2wOuXLFlSYNv74m5QmKijZcuWQG4/69SpU6xatYrnz5/Tu3fvv3TGKkzIrFAoJDdI7bmLgrwuky1btuTRo0d/OVnx0UcfSTGwhdU5L4VNTuYXvKSmpqJUKilZsiQlS5aUBORFSd6+ZpkyZQr0R/fu3cuxY8fo1q0bGo0GpVJJ8+bN2bp1K8bGxmRnZ6NUKunduzeenp74+vpy8uRJKQ5rxowZ7Nmzh+DgYFxcXLCysmL48OG0bNmS/fv3U7t2ban+SUlJdOzYkStXrlCqVClsbGzIyspix44dDBkyhBMnTnD06NEPOsLxZRR1fyy/AFzm/UIbX6b9XGmjygApmhYKRpopFArS09MxNTVFo9EU6qQGFLpwRkbmbaEd61CpVBw5coTw8HA2bdoE5I4V3bx5k48++kjnvQ5/LCJr06ZNoYtQZGRk/uBlv33yoo0719fXx8zMjMuXL/Pxxx8XGpsphKBevXo4OTlJvy20TpwLFizgxYsXWFlZycIcGRkZmQ+YIhHmKBQKA3JFOZuEENsBhBB38+xfA+wpimvJyMjIyMj8GyhevDi7d+8GICsri549e5KRkYFarWbixInSykoDAwN27NgB5K7o9fX1ZdGiRSiVSoKCgjAyMqJfv35kZWXRvn176tevT9euXenRowdz5szBx8cHgIiICPr06SPFKvTs2ZOaNWsWKJd2UuxVBTuFTUL9HYKCglCr1dSpU4fo6GhUKhXfffcdGo2GDRs2YGNjQ1hYGL/99hs1atSQYoL09PRISUnh0KFDpKenc+rUKTZu3IihoSGTJk1i9+7dFC9enHPnzmFoaMiePXuIi4ujQ4cOTJ06lfT0dFJSUqhVqxYtWrTg1q1bNGvWjPHjx7Nv3z4CAgLIyclhzJgx2NjYALBgwQIiIyOpX78+Gzdu5MaNGwQEBODg4FAgziH/6vq/w6u4Ksj8+3j48CHbt28vMBGknXyTkXlT5J00dHFxwcXFRWd/9+7d6d69u842bfSJlryOKe/a7eV9Jj4+ni5dupCVlcXmzZvp06cP2dnZmJmZ8dNPP+kcO2LECOLi4tBoNGzatInq1atjaWlJy5YtiYmJYdasWTg7O7Nz505mzZqFkZER/v7+tGnTpkAskYGBQZHX5ezZs3zyySfcv3+fsLAwxo4dy6VLl7hz5w5lypQhIyMDjUZDXFwctWvX5uTJkzx48IDmzZtjYmKCra0tKpUKQ0NDGjVqhKGhIe3atSM1NZX09HQ2btyIm5sbjRo1khzuZP45+Sef4Y8J43r16uHg4ECPHj2A3MH/0aNHF3DGMjAwICsrS3pNfuHI9u3bJTfIM2fO0K5duyIpe16XyTNnztCgQYO/nKzYt28fZ86ckdrQ/HXOS2GTky9evCA0NBQTExOys7MlQfbTp0958OABqampLy1vUThflS5dmtOnT+s4MOWPWdq3b1+BOMx169YViFVyc3MjMzMTgJ9//pmnT58ybdo0wsPDKVu2rLQoIG/f//Lly6Snp9O6dWuEECiVSiwsLDhx4gQdOnQgPj6eixcvFvpb4p+SnJzM1atXpTr/GdroIE9PzyLvI72sPybz7yT/5yp/VNnLmDlzJp988gnFixdn0KBBuLi4FHBSk5F5HyhbtiwlS5bE3t5ex/2mXLly+Pv7ExcXx5QpU3Re8/XXX9OnTx8qVKhAhQoV3naRZWQ+KFatWqXjkLl+/Xp69uzJ6tWrpWPyxqXPmDGDgQMHolAo6N69O59++mmBczZt2pSKFStia2uLQqGgd+/emJiYsHTpUjIzM/Hw8HibVZSRkZGRKWqEEK/1D1AAG4FF+bZXyvN4FBDyV+dq2bKlkJGRkZGRkSkaoqKixMSJE0WTJk1E3759RZMmTcSaNWtEx44dRdWqVcXHH38sbG1txcWLF8XUqVOFl5eX6NSpk7h3756YNm2asLGxEXZ2diIpKUkIIUSDBg2Eg4OD6N+/v5g6daoQQggrKyshhBA2NjZizJgxom3btmLVqlVCCCH69esnrly5IjIzM8WXX34p7OzsRK9evcSLFy+kMm7YsEGsWbNGCCHE1KlTRVRUlHB1dRVCCBEQECB27twpkpKShLu7uxBCiDlz5oiNGzcKIYTw9vYWx44dE7a2tuLTTz8VQgiRkpIiunTpIoQQIiQkRPTr10/k5OQIGxsbkZ2dLbKysoS9vb1O2bXlz87OFkII8fTpUyGEEA8fPhSdOnWS6hIcHCyEEKJr167i5s2bYurUqSI8PFzs2rVLzJgxQwghxL59+6THr/t3k/kwiYqKEt26dRPOzs7Czs5OpKeni2HDhokOHTqIrl27iocPHwohRIHPmJ+fnyhfvrywsbER9+7dE02aNBHu7u7C399fODo6Sue3s7PT+QzJyMh8GERFRUmf5ZCQEDFjxgyRRM3e0wAAIABJREFUmZkphBBi4sSJ4uDBgzrtnbYtCg8PFxMmTBBCCFG3bl1x9+5dcfPmTeHm5iZycnJEq1atpPPk5OSIxYsXix9//FEIIcTy5culx0Vdl/xtdf52MCsrS2pX3d3dxeXLl0VYWJiYPn26EEKILl26iCdPnkhtqbbty8zMlNrx8ePHi9jY2CIv/z8hKSlJREZGvuti/GNycnJE//79RYcOHUSXLl10+j2ZmZnC3d1d2NvbCzs7O3Hs2DGxf/9+0ahRI/H5559L7VRiYqKwtrYWQ4cOFRqNRgwdOlTY2dkJOzs7ERoaKp4/fy66desmnJycxBdffCE2bNhQJGUv7LwBAQHCxsZG2NrailWrVomQkBBhbW0tWrRoIRYsWCCEEGLZsmWibdu2On3d8PBwIYTQ+ay1bdtWDBgwQLRs2VKEhoYKIYRo3ry5sLOzE7a2tuKzzz4TQggRGhoqWrRoIXx8fHT6kHnRaDTi6tWr0rnfVwq7p3nLrK2jn5+fsLGxEUII4evrK0qWLCk0Go1YvXq1dF+Kipf1f3NycqT9n3zyiejWrZvYtWuXMDExEe3atRP79+8XWVlZomvXrsLW1lZ8/vnnQojCf5tcuXJFdOrUSXTs2FF8++23QgghEhIShI2NjbCxsRGLFi0q0B+TkZGR+TfysnZMRkZGRkZGRkbm7wP8Kl5RV1MUMn4roC9wVqFQxP1v2wSgt0KhaEZulFUy8FURXEtGRkZGRuaDJCgoSFrVOWvWLPr27UuVKlWK/DqFrTa9c+cOx48f59SpUwwcOJANGzbg5+dHeHg4enp60irijz/+mA0bNnD27Flu3bqFSqUiISGBmTNnMmDAAKysrFizZg0zZszgxYsXBa7dvXt3Zs+eTYcOHXTcE9auXYurqyu9e/dmxYoVbN26ld69ewMFLVsBGjduDECVKlV4+PChzjV+//13yc3h2LFjxMTEYGZmJm27du2a9PpmzZqxf/9+0tLSSEhIwNHREYB79+79aczVgQMH+O677xBC6EQ3aGMULCwsSEpKkrYXFufwdxBC6DjuaF2OIPfeff/99wB89913tGjRgkmTJhEdHU3Tpk3JyMggKCjovXdW+C8RFxfHsWPHaNWqFXfv3mXevHlERkZiamrKzZs3WbRoEZ999hm7du2iZMmSPH36lAkTJjBkyBDWr19P+fLlcXJy4urVq5QrV47k5GTq1KlDYmIiOTk51KlTR/4b/cv4K5eskSNHMn/+fCliJC83b97Ezc0NS0vL13Ywk3nzaNuRZs2aER4ezoABA7h16xZ3796lbt261K1bVzp2zpw5REZGkp2dTYMGDQAwMzOjfPnyQK6rQ2pqKjVq1MDIyAjIdQMpLJboTZC3rY6Li2P79u067WB6ejqDBw/m4cOHJCcnk5KSgoODA7Nnz+arr76iVKlSGBsbFzivkZER5cuX5/r16xw/fpwZM2a8kfL/XZKTkzl06NBfunm8ry5nSqWSdevWFbpP6/aXn/zOWABHjhyRHhf2naN1gyxK8rpM5mXixIk6z7/44gud50OGDGHIkCHS87xRZObm5lKdjx07hkajwdfXl/nz57NixQpKly7NwYMHefDgAQMGDMDOzo4GDRpw6tQpwsLCmDlzJq1atWL48OF4enri7+/PtWvXuHXrFoGBgQAcP36crVu3MnfuXNLS0vD19WX79u1FdVtei8Luad6++5o1a6R7IoSgTp06VK1alUaNGmFpaUlAQADbtm3D1tYWS0tLIiIiGDRoEAMGDCA2NpaxY8dSrFgxBg0aRK9evQo4S8bHx7Nw4UI0Gg3379/nwIEDrF69mtjYWH755RfWrVuHt7c3pqamuLi4cPfuXUJCQrh27RqRkZFSufT19RkzZgyLFy/m9OnT1K1bFwsLC6ke+X+bTJw4kXXr1lGtWjV69+7NzZs38fPzY+XKldSvXx+NRsP169e5fv267P4mIyMjIyMjIyMjIyMjU+S8tjBHCBFDrmtOfva97rllZGRkZGT+LQQFBeHh4YFSqWT8+PFv7DrJycmEhoby7bffkpaWRrFixTAzM+PLL7/k6dOnJCUlsWnTJhITE3F1dWXPnj3cuXOHoKAgjI2NuXHjBra2toSGhrJlyxYAcnJysLOz49ChQwCEhIRQunRp9u7dKwln0tPTGTp0KK1bt+bKlSs6gpY/myQ0MTGRcsvPnj2LnZ1doWIdLbVq1eLUqVM0atSI9u3b4+Pjw8WLF1Gr1QDUqFGDCxcuAPDbb78BuTbNFhYWHDhwAD09PbKzs1EoFDrXyZv5PHPmTA4fPkxWVhZWVlbSMfHx8TRs2JBz587xf//3f9L2wuIc/g579uyhevXqrFixgv379xMXl6tzTktLY9euXURHR/PgwQP69+/PihUrOH36NNHR0WzZsoX9+/cDuXbqJUqUICIiglWrVhEYGEh6ejpTpkwhOzuboUOH4uTkRGBgINHR0RgZGaHRaFi2bNlLRVMy/xxjY2P279/PwoULCQgI4OOPPyY6Opo5c+awdetWjI2NSUxMpFmzZgghOHHiBEOGDOHFixeEhIQQEhLC0KFDiYyMZMaMGWRnZxMSEkJOTo789/mPodFoWLRo0Uv3R0dH4+Pjw6BBg95iqWT+KfHx8dL/NWvWJDs7mx9//JGJEyfqtHfp6emoVCqOHDlCeHg4mzZtAgqKWc3MzLh+/TrPnz/H0NAQjUZTaCzRmyBvWcqUKVOgHVy8eDFubm54eXnh7u4uTaKbm5szd+5c3NzcXnruPn36MGbMGNq0afPK0ZpvmryiARsbGw4dOoRSqZRitvKKCDZu3IiVlRUHDhzgq6++4vDhw5w9e5Y5c+bQuXNn+vXrR3JyMkqlksjIyPdSyKNFK/pt0aIFcXFxnDp1igEDBrzrYhU5oaGhlC9fnrVr16LRaCQB1qxZs/Dz88PS0pJx48bxyy+/0LFjR5ydnVGr1dja2uLp6Qn8IXBPTk4GoG3btvj5+SGEYNu2bfTs2fOt1inv3+5l+//s75n/nnTs2JGDBw8CuaItreC9V69e+Pv706lTJwYMGMD48eMJDQ2lXLlyaDSaAv3clStXSiL23bt3ExgYKIltatWqRUBAAMnJydy7d4+IiAj09PTIzMzE0tKSLVu2MGPGDG7evIlCoUCpVCKEYNWqVQwYMICrV6+yfft2vL29gVwxpJ6eHjVq1ODevXtcunSJvn37Arnixlu3bpGWlkb9+vWBwqPOPlRe9/OqXUiSmpr6p++j94lXjQNOTk7G39+foKCgt1MwmQKkpKTg7u5OdnY2TZo0oVevXixatAghhCTsXb9+vRRJ/f3336NWq/Hx8cHf3x9bW1uKFSvGqFGjMDY2xsPDg/79+zN9+nSd9tnc3PxdV/W9JSYm5l0XQUZGRkZGRkbmP4kcfCsjIyMjI/Oa5B9YWrp0Kb6+vly5coUSJUowbdo04uLicHBwwMfHh8jISCZNmkRMTAwHDhzg0aNHAOzdu5f79+/Ts2dPjIyMMDAwYNSoUdja2gK5g435V5cOHDiQW7duUaVKFX744Qdp4qh27dosWbKEzz//nCdPnnD37l0iIyMlgc3jx4+5c+cOZ86coWHDhnh6etKxY0eCgoIwNDTk888/Z8mSJfj5+VG/fn1q1qzJ06dPAXjy5AmWlpYsXrxYWrl//fp1duzYQZ06dfjhhx+k7cCfThI6ODgwd+5cTp48ib7+X3dLfH196dOnD2vWrKFJkya0a9eOixcvSvsrVapEs2bN6NChAw0bNsTAwAClUsno0aNxcHBAoVDQsGFDli1bRps2bXBzc2PMmDE6mc/dunWjY8eOtGnThjJlykjnPnz4MMuXL8fGxoaqVatK211dXRk+fLg0iTNy5EhcXV1f+f2T33EnKyuLzp07c/XqVeLj47Gzs5OOLcwRCN5/Z4X/GtqJZIVCUag7k0ajkY4pUaIENWvWRF9fn9KlS6NUKqlcubLkJFG5cmWys/+fvTOPqyn94/j7tidaUCJL1gZRBlla3BZKkZC1rFPxs4x9icgSCRlmrMnIjF32XcmNMoytGIw9S0K2Eu33/v7odc90KzNjZmwz5/1Pt3vPOfec85ztPs/n+/nkEx0dTWFhIdOmTftwGyLywUhOTqZjx47k5uaycOFCxo0bpzLIHxsbKzg3vHr1ioYNGzJ//nxmzZqFQqGgoKCAESNGfOzNEPkDNDU1cXNzIycnh3Xr1tG1a1fOnj2LgYGBiluOkZER5cuXx8nJiaZNm751eWpqagQGBtKuXTv09PQIDg4mICAAf39/li9fjkKhIDQ0lFatWr3X7dLX1+f8+fMq90EnJyf69+/Prl27VKb19vamZ8+epKWlvXV5zs7ODBgwgKCgoPe63u+CUjTQq1cvli5dquIqGBgYqCIi+OGHH/D29mb69OlUq1aNK1euUFhYyNChQ3FycuLBgwfEx8ejUCg+ivDoXVx9kpKSKCgo4Msvv8Ta2hpra+v3vHYfh+vXr9O2bVtAVZxx9epVJk+ejEQiISsrCxsbGwoKCpg5cyb5+flcvnxZmLZ58+allmtvb09iYiJ79+4VBO8fArlcrtJ2ZfFH7Vlyn0gkEvT19QFUHNwsLS2F520llStXFuZ7m7NkSYdMAwMDle+3srISvufHH39k2bJlZGRkULt2bZo0aUJ+fj5Hjx5FoVDQvHlzHj9+jEQi4ebNm4I4Pzk5GRsbG+7evYuJiQkWFhYsXryYqlWrUlhYiEQiwdjYmOvXr9OgQQPkcrkg1v/c+Tvnq1wuFwpJYmJifvc4Evl9IiMjWblyJTNnzsTDw+N3p32frrqfGpUrVyYmJgYNDQ18fX25ceMGCoWC3bt3M3fuXH7++WdBsHfhwoUyl3HgwAHCwsKQSqUoFIoyXX9XrVr1gbdMRERERERERERE5PcRhTkiIiIiIiJ/k5IdS+Hh4SoVpmpqalhbWxMbG4uGhgZHjx4V5jUxMWHTpk34+/tz8eJFDh06xJAhQ+jduzcdO3Ys8/uU1aXbt2+nUaNGbNq0SbCUDwgIwMTEhJSUFAICAnj58iVVq1bF19eXChUqoKGhgYODA5aWlowePZrBgwfz3XffsXXrVnbv3k1GRgb+/v6YmppiaWlJRkYG06ZNo1WrVigUCpydncnOzsbExARtbW1hnSQSCfv27SMxMZGqVauipaUlfPZ7g4QVKlQgMTFRZfuUQqTilvpKO3lDQ0MOHFA15Ss+HRRFFWhoaLBlyxZu374NgLu7uxB3JZPJuH37NuHh4cI89vb2jB49GoDu3bszffp0lWWWVVFZPBJBGecglUrx9PQkKiqKJk2alDlIU5KSjjsxMTHEx8dTu3ZtWrZsSXR0NAD3799n2bJlpRyBPgdnhf8aWVlZuLm5cf/+ffz9/dmzZw/29vZkZmbi5eWFq6srO3fuBIraSSqVYmxsTF5eHt7e3kL1vRKJRELTpk0pKCj4V1Vzi/xGTk4OMTExbNmyhSNHjpQa5IfSzg2XLl1i8uTJQgWxyKeNVCoV7m9Kzp8/X2o65f1u3759pT4rXt0sk8mAoqiWrl27lrmM90XxbVHeg5UOFcVROuIVx93dnaysLOH/4vfS4vvH0tISKyurf2R9/0muXr2KTCYT1rVq1aqAqogAfhMrfPHFF1SpUgWAFy9eoKmpyYABA/D19aVWrVrMnj37vV3XlVFESqF4dnY2NjY2PHz4kNWrV5eKsrx8+TKjRo0iNzcXT09PpkyZQkREBM+ePePYsWP4+/sLbhRhYWHs2bMHbW1toqKiqFmzJlZWVlhZWZGcnMy6des+KxGPhYUFp06dolOnTkLEq/J9X19f4XmuoKCArl27EhkZiZmZmYqgrqx29PHxITAwEAMDgzKj296Fku05Y8YMJk2aRH5+Pn5+fgwaNAipVCq08e3bt4W2W7BggUoRwfLly1XcRcpqu5L7RC6Xk5mZCaAiXCkpLpNIJDx79oxKlSoJz5olHbUSExNV5rt69SpxcXFUq1atzP25fPlyFi9eTHR0NFeuXGHs2LH4+Pjg7OyMpaUl1atX59mzZ6ipqdG5c2dcXV2ZP38+27ZtY/To0QwaNAgtLS3mzJnD4MGDyc3NRVNTk+3btzN37lz8/f2RSCR07dqVESNGCIUSERERVKxY8W+12/tEJpO91WVk/PjxHD169K3t+7ZzuEmTJlhaWvLrr78SFBSkcg3Q19dn+PDhWFpasnjxYmrUqCH8hvg7lDy2x40bJwgzQ0JCcHFx+VOxacprbUpKCkFBQaxfvx6ZTIZMJmPGjBlMnz6dY8eOCbGSUHSvnT9/PgUFBUyfPr3MCD8lUqlU+D3/tu1QU1Pj0aNHrFmzhqlTp/LNN9+o/GYuPl1J3qer7qdGybjL+vXrC2K9atWqYWxsLLx+8eJFmY66w4YNIyQkhDVr1jBy5EhSUlLKvD+LiIiI/JP80b3gfc0rIiIiIvLvQezZFxERERER+Zs8e/YMb29vpFIpCQkJvHnzpsyq27IoWS16584doTq+rAGN4tOnpKQI1YstWrTg5s2bAPzyyy94eXkxe/ZsrKys+OGHH1BTU6N27drUr18fMzMzhg0bRrVq1Vi4cCE///wzkydPJjk5GVtbWxQKBd27d6dWrVrcuXOHgIAAAOrXr8/Ro0exsLAgODgYQOjYtLS0JCQkhJ07dwoDU1FRUdSrVw9dXV3Wr1/P0aNHiYuLe++V+1OnTsXBwYGVK1eWOVitFOaUpPhATHFmzJhBbGxsmZ8Vn0dZrQdFA5XNmzdn4MCBQru8DU9PT1JSUnBycsLJyUlwJjI2NsbDwwMHBwccHR2Jiopi3rx5giNQbGwsmpqaKs4K+/fvf+v3FHdWcHJy4sSJEwQEBLBz506cnZ1xcnIqc5BY5N1ROi0ZGxszceJEwUXCzMyMMWPGYGVlRadOnYTp1dXVUVdXx8nJiejoaPT19RkwYIDKMiUSCX379v1wGyHyQVFeS5UizpKD/PCbc4NUKuXo0aM8fPjwY6yqyL+AR48eMWfOnLd+roxn+hg8f/4cFxeXTy4uSemiYWFhQYcOHYTBXqVwruTzXnHnNCUKhUKIJFy/fj3p6emcOXPmva2zMoooPj5eeD7o2rUr69evJzIyEk9PT+Li4pBKpURHR2NhYYFMJuPUqVPExMSQnZ1NQEAAEyZMEES/UHT8xMXFkZiYyKxZswgNDRXej4iIYPny5axbt+69bdf7wNPTk7S0NBwcHFTuz1OmTCEkJAQnJydcXFy4f/8+Xbt2pUuXLvj5+WFkZPS7y23QoAH37t2jZ8+ef3sdS7bn9OnT2bNnDwkJCWzYsIG8vDzgtzYu3nbKIoKEhAQyMzO5ceOGyrLLaruS+2T69Ol06NCB9u3bC78DyiI0NJTOnTvj6OjItm3bSj3nKt0eS2JsbExiYiK9evUq9ZmNjQ3Tp08Xnq/c3d0JDg6mXLlyODk58e2331KxYkV0dXV59uwZ2dnZQJGj5OnTp4W4x3r16nHw4EHi4uI4fPgw5cuX54svviA+Ph6ZTMaoUaNQV1fn8OHDREdHf9KiHCVKlxF3d3fBZcTMzEzFZaRk+77tHH7w4AGrVq1SEYgUP458fHzYvHkzAAcPHvxDB5g/S8lje8aMGRw5coQjR46oFEv07NmThIQE4RhVxqYdO3aMHj16/O53pKWl8fPPP3PixAlat24NFP2OW7hwIXFxcchkMhYsWPDO6y6TyfD09KRz587s378fBwcHunXrRvPmzYmOjub69evo6elhYWGBlZUVvr6+zJ8/n7Vr1yKVSmnRooUQEaf83RgVFUWfPn2EwpKy3Dc/dzZu3IiXlxcymQxbW1vatWuncr8see80MDAQnPaUol8jIyOWL19OWFgYwcHBb70/i4iIiLxP/uh3VVn8mX5CEREREZF/L6I8U0RERERE5G+i7FgaOHAgPj4+WFlZqVSYqqmpCQM6JSsjSnY61a5dm0uXLtGoUSMuXryIq6vrW6fX1dXl3LlzeHh4cPbsWerVq4empiY1a9YkPDycypUr8/jxY5Xll1wGUGbcxIIFC7h//z4uLi6YmpoKnbBvY+LEiTg4OGBtbS1UK34MCgsLyczMRENDA11dXQ4dOsTFixcJCwvD3d2dVatWERUVxc6dO3FxcaFJkyYcPHiQrKws5syZw9y5c3n8+DHa2tpER0dTvnx5EhIS2LZtG1WqVCmzotTZ2ZkhQ4aQmpoqVPrOmDEDOzs7Hj16xJAhQyhXrpwQP5aZmVmqarlu3bps27YNuVzOmDFj8PDw4Ouvv+bMmTPcuXOHa9eu8eLFC3x9fYmIiCApKYmEhATU1NRQU1Nj2rRpTJo0iTNnzghipE/FWeG/SJUqVTh06JDw/7Jly0pNM3XqVKZOnarynrItSrpRTJ8+nbt379KyZcv3t9IiH5Xk5GThr7Ozs0o8ipKynBvE81fkXVEoFFSpUqXU9ac433//PYMHD/6Aa/UbFStW5NixYx/lu38PS0tLAgMDuX37Nk2bNkUqlSKRSOjTpw8dOnT408t59eoVnp6eFBYWoq+vT5MmTd7bOpcVz6S8fpQVZXnnzh3GjRvHmzdvuHbtGk+ePClzuSkpKYKIvEWLFsycORMoEj3o6OgIYvPPCTU1NdasWQMUCcsfPXpEWFgYU6dOxcPDQ4iiiYqK4siRI3z//fcqrojFnZ/Mzc1Vrs2VKlV6qwvmu1CyPZOTk4Xo1KdPn5Keng6UHalV0p2ipLCzrLYrvk+UlPxdony+VL5++PAhQUFBqKmp0bBhQ6pUqYKXlxdyuZzc3NxSz8HDhg1Tce8ZPnw4T58+xdzcnPHjxzNy5EiaNGnCjRs3UFNTY+vWrdy8eZPIyEi2b98OQO3atQXBzX+Rt7mMWFlZCdfSku2rPIeTkpL45ZdfhMFBCwuLtzo7zZs3D19fX2JiYmjdujVVq1ZFR0fnH9mGfyo2TUlZ7ip3794VrlvNmzfnyJEjPH36lPPnz9OgQQMUCgW6urqsXr2aVatWMXPmTE6fPs3KlSupXr26yu/bQ4cOERoayuvXr2nfvj15eXm0atUKf39/LC0tmTdvHt26dWPp0qVCZOH27du5efMmJ0+e5MaNG6xcuRKZTEZGRgY9evQodR8p6ar7KTrI/R3eFnf5NsqKv161ahU7duwgKyuLSZMmYWVlhampqcr9WVlgJCIiIvJXUbq6nTlzhqysLGrUqMG0adNUHNyUzm7FXQxPnz5dytlQye3bt5k9e/ZnJ2QXEREREflnEIU5IiIiIiIif5OSHUv6+vpChWn58uU5cOAAHh4eeHl5/WHciJ+fH927d2ft2rWCoOdtGBkZERsbi4ODA1WrVmXSpEm8efOGmzdv0qhRI7Zs2SIM/mtra5ORkUG9evWEql1zc3NcXFyA0nETJeM24DehR8lOeCiqXPX09CQ1NfWDd4DJZDIWLVqEQqHA2tqaQ4cOUbVqVRwdHXnw4AFRUVEcOHCAjIwMfvrpJ3R1dXn16hX9+/fnwoULXLlyhYoVKzJy5EgiIyOxsLCgTp06eHp6YmFhwZ07d1i1ahUPHz6kXbt2XLx4kRs3blChQgVu3LjBgQMH2LVrFz4+Ppw9e5bWrVtjbGyMnZ2dsI5bt26lVatWtG3bFgsLCw4cOICuri6+vr5C1XJBQQFPnz5ly5YtBAYGIpVKGThwIMnJyaxcuVKoIB49ejRnzpwR2hgQqqYrVKhA+/bt8fHxUYkTE/lwWFtb8/Tp0390mbNmzfpHlyfy6aGpqYmbmxs5OTmEh4eXKcyZMmUKAQEBZGRkoKamxurVq//29yoUCjp16sSrV684duyYygBYVFQUBQUFuLi4CJEQ/yQzZswoM95J5N3x9/dn7NixNGzYkG+//RYjIyMiIyN5/fo1X3/9Nf3792fGjBncvXuX1NRU5syZw5IlS1i/fn2pGI+8vDwuXbqEVCrlq6++Yv/+/WzevJmCggI6dOhAXFzcx97cj4KBgQHHjx8X/n+bsBJUn5OKi2SVr4sv531SVjyTcvC6rCjLsWPHMmnSJKRSKXZ2digUCjQ1NcnNzVVZrrm5uSAmPHv2LHXr1gXKHgz/XDE1NRVi2rZu3UpCQgI6OjrMmzePn3766Q/nVwrzPTw8cHZ2/keeyUq2Z7NmzYiOjkZPT4/8/HzhN4OyjYu3XckigpLt80+1Xcl4X+UzrjKG9+jRo3Ts2LHMaaDIpad79+4MHz6cLVu20KdPH9q2bUtAQACBgYFYWlry9OlT9uzZw/Hjx3nx4gWDBw8uc3C/+Hn4b+b3XEbe9r7yHF6wYAFZWVkkJSUBZTu9ampqkp2djbW1NcnJyRgaGjJq1ChBdD5y5Egh0vePKB6fVpx/KjZNiYGBAY8ePQJ++41bq1Yt4bXSTahy5cpUr16d8ePHM3jwYPLz8/Hw8BDO9wkTJuDn58fcuXORy+WCA6aDgwNubm4UFBTQrFkzOnXqxJs3b8jKyqKgoICxY8eSnZ1N9+7dKV++PEeOHEGhUDBv3jz09PTYsmULtWrVEtxWyxJBlnTV/bfRrFmzt/Y/FI+pLi56LCv+WhlFraSswgcRERGRv4PS1W3JkiXExMRw4sQJTp48iZGREZMnT0ZdXZ3AwECuXbvGhg0bGD16NJcvX+b7778nJSWFY8eO0a9fPxISErhw4QKbN28mPT2d77//nuzs7FLRsr/XBywiIiIi8u9AFOaIiIiIiIj8TcrqWFJ23CkZPXq00HGkHASpV6+e8Lmy00kulxMXFyd05pubmwvTlHTRgKLBOCUKhUKIutm4cSNAKUvVqKgo4fXixYs5f/68EIf1R7x8+ZK4uDi6desGqHbERkdHs2LFCl6/fs233377p5b3T5KXl8eBAweoX78+FSpUQENDg/DwcPz9/dHR0eHu3btcunSJNm3a4Ofnh7GxMWvWrOF1Ute+AAAgAElEQVTLL79kyJAhjBgxgsOHD9O3b1/09PRITU3Fy8uLnj17cunSJS5fvkxMTAzm5uZUqFCBJk2akJCQwM2bN2nbti01a9ZEXV2dunXrkpiYiLm5Ofn5+UBRjEFkZCRt27alTZs2pKWlYW9vT/ny5VWqlpXHg7W1NS9fvsTQ0JC9e/cya9YsVqxYIWxrREQEFhYWnD9/nvXr1zN27Ngyq6bNzMw+cCuIAH9ZaPA2RyuRfz9lHTNlDfIbGxuzc+dOlelq1679t747LS2NChUq/G4Mnsinj7e3N9HR0UybNo1Dhw6xbds2+vXrR0FBAVKplP79+wNF96O1a9eSkpICqMZ4yOVyOnbsyNGjR2nSpIlw3G3dupVXr15x8uRJQcwr8nng6enJ3r17BaF4cQICAvD392f58uUoFApCQ0Px8PBgxIgRNGrUSBCStG7dmoEDB/LLL78Iz6+mpqY4OjrStm1btLS0/hXVvnl5efTo0YPc3FyMjIxwdXXF19cXLy8vfv75Z1xdXenRowcXL15EKpWyb98+Fi1aJDyzK+PfBg0aRKVKlXB3d6dx48a8fv2aXbt2UblyZQYNGoRUKqVNmzYqVdaJiYlMnDgRLS0thg4dSs+ePRk2bBjXrl0T4mCNjIxKtefMmTPx9PRELpdTsWJFwUFGSfG2Gzx48Du5U/xVSjrz1K9fv5TA4Pfce3R1dTExMeHevXucPn2auXPnArBjxw6ys7Px8fHh559/Jjk5GUdHx/e6LZ8j165dw8vLi6tXrxIdHU29evVwdnbmypUrpKam0rt3b+7cuUO5cuVwdHTE0tKSV69ecfz4ccLCwrh48SJOTk7C78VOnTphYWFBcnIyurq67N27l/v373Pnzh3WrVvH7t27GT58OFD0u7JGjRrCdeJdKHlsK2PTFArF74rTlbFp2traDB06VHC1MTQ0pGbNmri4uFCvXj1MTU2pWrUqzZs3x97eHktLS+Li4nB3d8fY2Jj58+cTGBhIs2bNVM7327dvs3fvXqZMmcKiRYtISkqiffv2/O9//2PJkiVcvnyZrKwsatWqRfPmzYXY5/v37zNlypRSTrdaWlrCsZ2VlUV8fDy5ubnY2tqW2rbPUeiYlJTE0aNH2bdvn+AM27NnT7755hvkcjn379/H39+fxo0bM2bMGKpXry44yuro6NCvXz9SU1MxMzMTIpaHDx+OpaXl3zq+RERERP4OxV3dLl68yPnz5zExMSE6Opo2bdqwdOlSnj17hp2dHZcvX0ZLSwtDQ0OysrKoV68eubm55Ofn07BhQ3Jzc/n6669xc3MDEKJl+/Tpw4oVK4iOjqZPnz4fc3NFRERERD4AojBHRERERETkEyIrKwsPDw/y8vJwcXF5J3HFuw6wJiUlUVBQ8E7CnB07dgjCnOLVkb1796Z3795/el3/ab788kuePn3Ks2fPgKIojGrVqjF79mwiIyOZOXMmP/zwA3Xr1kVXVxdDQ0NevHgBwJEjR9iyZQsvX74kOzubc+fOUbduXfT19TE3N+fx48eEhYUxefJkrly5AhQNPDg4OKCmpkZhYSEPHjygsLCQtLQ01NXVMTQ0FKobJRIJV69eJSYmBplMRnZ2Nra2tmzcuFGlalkZQZCcnIyvry87duzA1taWK1euCNXoALm5uYwZMwY1NTU6dOiAj4/PW6umRT4uJV0sqlatyo8//sirV69o2LAhy5cvL+ViMWrUKLS1tWnfvj1TpkwhMjJSGPRcsmTJnz5fRUT+DBMnTuTYsWMMGjSI9PR0MjMzsba2fqvAcv369SxduhR1dXWWL1+OhoYGa9euZeHChZiZmbF//36eP3/O2bNnGTlyZKkKwFevXtG9e3dhgOq/6pZTlsOAVCr9yw4Pzs7OhIWFMWTIECpUqMD58+eZOXMm+fn5Ku5LJSNunj59ytWrVwXBzZMnT0oNAHbr1o3du3cTFxdHUFDQX1o/kXcjJSXlH3GpKiuKSIlS8FES5UBBcU6cOCG8Vp6zgYGBBAYGqkyndAQyNzdXEYJ/DuzatQsbGxumTp2q4vzo7e3N0qVLiY2NRUNDg82bNyOTybh06RKpqanIZDKuXr1KaGgogYGBPHnyhNjYWNTV1XF1daVXr17o6OiwYcMGfHx8AOjZsyczZsygffv2fPXVV0yePJndu3dTuXJl5HI5+/bto2bNmri6upKXl8fKlSsJDAwssz2PHj2q8n/xa8js2bP58ccfBZF/ySIC+K09/6m2K+nM065dO2JjY4XPFQrFH7r39O3bl3HjxmFjY4NEIuHXX39lzZo17N69GygSpLZs2ZLo6GgAQQj/X6Rk0YZMJuObb77h2rVrQjzvkiVLCAgIIDU1lYSEBMGpyNvbWxCJaWtrExcXx8uXL/H09KR169ZYWVlx69Yt3NzcqFChAikpKWzduhVjY2Nu3rxJWloaffv2pWPHjty/f59NmzahpqbG0qVLGTp0KPb29qWie9/GX4lNA7C1teXkyZOl9gkgiOWKo3Tq2bp1K9WrVxfO90GDBhEbG8v69euRSqXC+b5s2TK6dOnCnTt3ePDggfB81KlTJzZs2EBAQADPnj3D2toaiUSCt7c3zs7O5ObmCr9Ji2NsbCwc2+XKlcPBwQEbGxsMDQ3fum8+J6ytrWnUqBGjRo1CQ0MDHx8fwRFr9+7dhIaGUr16dQDu3bvHhQsXBCetvLw8GjVqxKZNmwgJCSE8PJzIyEg2b95MSEgIBw8eFK4BIiIiIh8Spaubi4sL2dnZmJiY4O3tLbihDRs2jKCgIDQ1NfH09CQyMhIPDw/Kly9P06ZNycnJwdDQkCdPniCRSBg9ejQRERHk5OSUGS0rIiIiIvLvRxTmiIiIiIiIfEJUqFABfX19Ll26RM2aNd9p3okTJ7J7927atm0r2Nd7enoyZcoUoqKiOHz4MBkZGQDs37+fiIgInj17xrFjx1iwYEGpztOTJ08yZswY9PT08PX15ebNm8TExCCVStm2bRtdu3YlISGhVKWvMnLpQ6KmpkblypVp0aIFFhYWXL16FRMTE+bPn0+lSpUYN24c3t7eZGdnI5VKGTt2LDk5ObRq1Ypr165x7do19uzZg7+/P25ubrx+/Rooqgo3NzfnwYMHBAcHC5XGaWlpXL9+nVu3btGrVy88PT158OABlStXprCwUHC8UWJhYYGamhotWrTAysqKfv364eXlVWoblFE227dvZ/PmzVy4cIEXL16wceNGQehz9+5dvvrqKwoKCqhTpw4mJiZ/WDUt8nEo6WJhYWFBYGAgbdq0YdKkSUIchtLFIjIykoCAAAYOHIhCofjTcQ0iIn8V5SBVo0aNMDU1pV+/fvj5+XH69OlS0xYWFvLtt9+SmJhIamoqI0aMYO/evVy5coWUlBQsLS1JTEzkxYsXSKXSMisA79+/j5+fHz4+PqUG3T53lNE1f4a3xX78VcGOhoYG5ubmLFiwAC8vL+bPn09kZCRmZmbUr19fmK7k+lWuXJkmTZpw+PBh1NXVyc/PRyKRqFTqd+/eHTc3Nx4/flzmQKdI2bzL8SDy8bl9+zbNmjUDSgvYymLFihXs3r2ba9euAVC1alUArKyshEjA5ORk7t69CxSdo0oBtqWlJZqamirHR8WKFYGic/Tq1ats3ryZx48fC84Rnwsl433/yjTOzs4MGDBAEAIuWLCA+/fv4+LigqmpKZs3b8bDwwMHBwfU1dVxcnJi2rRp72V7PkeUDkXVqlXD2NhYeH3jxg3mzp1bplNRSkoKTZs2Zffu3TRq1Ijc3Fz279+PkZERvXr1ok2bNtjZ2ZGSkkJKSgoNGzZEJpOhUCjo16+f8P7ly5cFgVlBQcFbI8s+Nn/2fK9UqRJpaWn07NmT+/fvo6GhwYgRIzA1NcXf35+cnByqVatGSEgIM2bMoFWrVkydOlUQV0KRWEVDo6jrPTk5merVqxMUFISVlRXTp09X+T6lKK4sV91PlQMHDjB16lRGjBhB3bp12bVrF2vXrkVHR4e8vDwuX76MhoYGbm5ufPnll6xZs4b69evz+vVrpFIpzs7OLFu2jJs3b6Krq8uAAQMoKCgQ9mFGRgbNmzcnOTkZZ2dn/Pz8GDRo0MfebBERkf8QSle3UaNG8erVK3R0dCgoKBBEnGpqalhZWXHy5Elu3rwp3B9q167Nr7/+yvPnz6lfvz7lypUjPz+fPn36cPLkSSZMmED79u1LRcuKiIiIiPz7EYU5IiIiIiIinxBK15tZs2ZRUFDwTvOGhITw008/ERERQePGjZFIJDg6OjJmzBgATExM2LRpE/7+/ly8eJGAgAAKCgrw8/MjLy+vVOfpgQMHCAsLQyqVolAouHv3Lvfu3StVYV2y0vdjcPPmTZo3b46DgwPJyclIJBIaN27M9OnTOXLkCFAUt2VnZ4etrS3BwcEsXbqUYcOGsXXrVho2bIirqysdO3YkKioKOzs7oSPU3t4eOzs7GjdujK+vLxs2bKBv3744ODjg4OCAvr4+MpkMqVTKl19+Sdu2bZk6dSodO3Zky5YtjB07FjMzM/z9/fnxxx/54YcfWLNmDa1atVLZhl69egmD5FDkArRnzx4hTsLQ0FDY98Wr1wFsbGxKVU2LfHxKulhcu3aNyZMnI5FIyMrKwsbGBvhtUEBZRe/j44Ovry+VKlUS4xpEPgi3bt3C3d0dgBYtWnDz5s1S06Snp1OrVi00NTUxNzcnIyMDiUQiVNqPGDGCPXv28PTpU8aPH8/GjRtLVQDevn2bTp06AXyW7k8ymYzw8HAKCgrIzc1l4cKFjBs3ToiuqVmzpjAYFxISwhdffMH48ePZvHkzhYWFuLi4cOzYMezs7EhISGDfvn0EBwfTokULCgoK+O6777h58ybDhg0jNzeX9u3bAzBlyhTi4+PR0tJiw4YNVKtWrdS6eXt707NnT9LS0sjOzqZLly5YW1tjZGT01u1RU1Nj7NixODs7I5FIaNSoEcuWLcPGxgYvLy/GjRuHvb09WlpaKs5t/3YePnyoIlbu2bOnSrtHR0eTmZnJoEGD0NfX5/Hjx2zatInatWtjZWVFkyZNsLS0pGPHjgwbNozCwkJGjBiBr68va9euZd26dWRlZTF37lw6dOjAr7/+ytChQwHo2rUrXbp04eHDh3h7e3Pnzh12794tuAyIvB9q165NcnIy7u7uXLhwgdatW5c53ePHj4mMjMTU1BRdXV1mzJjBN998Q2ZmJt7e3tStW1eIxSosLKRJkyZ4eHjg4+NDaGgoSUlJdOjQgbVr15KTk4OjoyNXr15l6dKlnDt3jpSUFJ4/f06XLl2IjIxEQ0ODSpUqce/ePQYOHEhubi6dO3fmxIkTpKeno6enR15eHp6enkyaNIkFCxawYsUK6tWrx6VLlz74oH5Z8b4lY3jh9917oEhcYmVlBVCm69OgQYPEwfm3UFxYWfz1gwcP3upUZG5uTnJyMpUrV6ZSpUrUrVtXEI4VF66Ym5szZswYNm3aJCy/QoUKTJgwAWNjYypXrgwU3Vt+L7LsY/Nnz3coOv6Sk5OJjIwUhLP5+fmkpqaqOJsVP9fMzc2F90sKa4sf2/8Gdu3axaZNm/jiiy+QyWT88ssvFBYWcvv2bcFRSFdXl507dzJ58mQUCgWdO3dm69atyGQyoqKi6N69O0ZGRuzfv59Vq1ahq6uLubk5MpmMKVOm8L///Y9ly5bRrVs32rdvj4+Pj/D7WEREROR9o3R1k8lkhIaGsmfPHmxtbcnMzKRy5cqkpqaira1NjRo16NGjBxERESgUCiG2b9q0aRQUFHDixAm0tLSoX78+pqamBAUFMXPmTOLj41WiZUv2E4qIiIiI/PsQhTkiIiIiIiKfEMpYkejoaFauXEl+fj5ubm7k5+djbGzM1q1bWblyJbVq1aJBgwa0bt2aZ8+eERwcLAxy3r9/n7Fjx5KUlMTLly/p0aMHXl5e5OfnY2NjQ3p6OvXq1SMzM5NNmzaxceNGOnXqxPHjx1U6T4cNG0ZISAhr1qxh5MiRmJiYvHW9i3fEfmgcHBzYuHGj0ClYEqU9f/HXT548oVu3bqipqXH8+PHfnad4R6tS/LJ69epS85TlaFA8DuBdIik8PDxwdnYWOx0/c0q6WPz888/4+voKgxwFBQVcunRJOG80NTVZtGgReXl52NracuDAATGuQeSDUKdOHc6dO0fjxo05e/Ysfn5+/PrrryrTGBsbk5KSIgxIGRgYAEWDdkuXLhXuXbm5uejo6GBhYVGqAnDRokUkJyfTqFEjLly48Fm65uTk5BATE8OWLVs4cuQIT548ISgoiMWLF5OQkECTJk0ICQnBzc2Nxo0bk5mZSb9+/Th37hyZmZnExsaSl5dHnz59uHfvHs2bN+fixYukp6djZ2eHmZkZd+/epXz58kRFRWFkZERiYiJr165lxIgR9O7dmw4dOhAUFKTipuPu7k5WVhYAgwcPZvDgwSrr/bZBQ3d3d0GUpSQ8PFzlf3V1dSQSCZ07d+b58+ccOnSIiRMncu3aNSESKTs7u5TzXllxfsuXLxeifrp3786KFSt+9/niY1C5cuVSYuXi7R4REUHv3r159OgRMTExnDt3jrCwMFauXMmDBw84efIkenp6eHp6smHDBszMzLCzs6NXr1706tWLQYMGkZGRQY8ePejQoQOBgYGsXLmSL774Arlczr1797h58yYpKSls2rSJvn37lvmsAkVih6CgIBWHhf8qyjgB5XHZu3dvLl68SFhYGO7u7qxevZrLly8TGhrK69ev+frrr+nfvz8zZszg3r177N27l+XLl2NoaEhMTAzly5cHitxEBg8ezMOHD3n8+DEANWvWRFtbm9GjR3P9+nVq1KhBdnY26urqKrFYXbt25dKlS6xfv566desKUTihoaFA0fPojh07hPNp5cqV9OjRg1GjRgnuVY0aNSIsLIyZM2dib2+PVCrFwMCAli1b0rt3b+zt7XF1daVfv34cPHiQnj174ufnR4sWLT5aW/xVnj9/Tvfu3RkyZMjHXpV/HWpqaoSHh5fpVGRqaoqjoyNr164lOzub48ePC8UWJX/btWzZkjlz5ggOb8bGxshkMr744guePXtGpUqVkMvlfxhZ9jHx8vLC29sbV1fX3xWvKrGyssLU1BSpVIpEIqFPnz506NDhnb7zUz+25XI5AQEB3Lhxg3LlyjFu3DgVobGLiwtSqVSIPxs6dCgWFhbs2bOH5ORkwsPDGTlyJK1atSIxMZGGDRtibW3NuXPn0NLSomfPntSpU4cXL14wevRonjx5wtq1a5FIJBw8eFCI1tTU1KRdu3ZUqlQJAB8fH+bNm8e3337Ld999x9OnT0lPT3+nuG8RERGRfwpNTU26dOmCnp4eq1atok+fPjg5OWFra8uqVas4cOAA1atXp2/fvly5cgVbW1tevHjB7du36dWrF4cOHQJ+6ydUV1cnPDxcfI4XERER+Y8heiuLiIiIiIh8QoSEhNC+fXsiIyOBooH9ffv2cfz4cRo2bEhcXBxt27YlMTGRkydP0rJlS65cuUJSUhKNGzcGYOPGjXzxxRcsWbIEGxsbWrduzdmzZzl//jxbt25lwIAB2NjYcPnyZby8vIiLi0Mul+Pl5YVMJsPW1haFQoGRkRHLly8nLCyM4OBgNDU1KSwsLLXOEomEZ8+eAQiduDKZTOjMK4vRo0dTWFjIjBkziI2NVZm+a9eudO7cmYoVK+Lk5MTz58+ZNWsWUqkUJycnwS7d0dERb29vunXrxrp167CxscHNzY2IiAgcHBxo27Ythw4dIioqiuHDh9OsWTOqVKlCfHw8ERERQnxX8e8OCwvD1tYWJycn7t27BxR1xvbv3x8rKyuSkpL+oZZWRSqVqrjl7N+/nwkTJryX7xL5sHh7e7NixQo6derElClTCAkJwcnJCRcXF+7fv68y7Z49e7C3t6dNmzb07dsXY2NjIa7B0dGRefPmfaStEPm3ExAQwObNm7G3t0dbW7vM6nF1dXVGjBiBvb09ffv2Zfbs2QDY2tpSWFiIgYEB1atXp2HDhsIyd+7cibOzM05OTpw/fx4/Pz9WrVpFx44d0dbW/qDbWBZ/xeVNGX9hbW1NbGysEF2Tk5ODpaUlw4cPJyEhgcLCQv73v/8REBDA2bNnsbe3Z9u2bUyfPh0tLS2ePn0KQN++fenQoYMQOXLt2jVu3bpFuXLl0NbWJi0tjYkTJ9KhQwdq1KjBwYMHuXz5Mg8ePPjndsTvEBAQgJGRETo6Ouzduxd3d3fi4uKoWbOm4JS0cuVKQcySkJBAZmYmN27cEOL8AA4dOoS7uzvOzs4cO3aMzMxM8vPzPzlRDsCzZ8/w9vZGKpWSkJDAw4cPVdpd6SjVpEkTNDQ0VN6zsLBAT08PgBcvXmBubo6mpia1a9fmyZMnHD58GKlUiqenp3APePr0qSAsVg6C5+TkoKamhpmZGc7Ozh90+z9X9u3bp3JcPnjwgMePHxMQEEDnzp2pUaMGDg4OxMfHc+rUKSIiIoR5mzRpQnp6Og0bNmTWrFncunULTU1NoEj8ZGFhQWxsLC1atOD27dsA1K9fn6+//hoLCwuuXbvG0KFDKVeunBCTY2Njw/Tp05k8eTIBAQGCiG7kyJFkZmayefNmrKyscHBw4NSpUyxZsoS9e/cybdo0lixZgqurK+vXr8fT05Nbt24JAvz09HSOHz/O7t27hZjThw8fcvLkSdLT06lRowYaGhoYGhpy4cIF4Xny6dOndOvW7UM1x1+iYsWKHDt2jN69e3/sVfksKf57YuDAgfj5+QFFwswJEyZw6dIldu3axa5du5BKpeTm5qKrqwtAYGAgV65cwcXFhX79+tGpUyfhugfg5+eHiYkJrVu35ssvvyQtLY3nz58DRa6f8+bNo3Pnzjg6OrJt2zacnJwIDw/Hy8tLiAj+VNDW1mbv3r0cPnyYzZs3M3DgQBWHG2X0VPFCjalTpyKTyTh27BgBAQEqAtc/w6d+bO/evRsTExPi4+PZv38/M2bM4MiRIxw5ckQlcqtnz54kJCSwbt067OzscHNzY8OGDdjZ2QFFIi9LS0ucnJxYtGgRBgYGxMfHs2XLFtzc3Hj48CHHjx/HxsaGDRs24OrqysuXL0lISGDz5s24ubmxZcsW4V4okUioUaMGBw4cQCaTceHCBVGUIyIi8lGQSqXs27ePQ4cOoaOjw9dff02bNm1o06YNERERnDx5khcvXpCSkiI84/Xp0wczMzOsra35+eefGTZsGKmpqbi7u6s4yWVnZwsin169eokFWSIiIiL/ckTHHBERERERkU+Y169fExAQQGpqKo8fP6Z+/fo4OTkxbdo0MjIyGDt2LCdOnEAulwsDCI6OjowfP54NGzYgl8t5/fo1DRs2xMPDg5CQEM6ePUu9evWYOHEi3bt3F7Lh58+fr1JFuWrVKnbs2EFWVhaTJk3C1NSU58+f4+3trTKYERoaSufOndHW1mbo0KH06tXrd7dJLpezePHit34+atQo5syZQ9OmTRkyZAjLli0jNTUVmUzG1atXCQ0NJTAwkCdPnnDkyBEcHByoWrUqsbGxzJ49mzVr1pCYmIhcLqdjx474+Piwf/9+Dh06REhICPb29ioxXsqBkkePHhEXF0diYiIJCQmEhoayYsUKHj16xOnTpzl37hzr1q3D2tr6b7SoyH+N4i4WFSpUYOfOnSqfF3exULopFEeMaxB5nxQfWDpw4IDKZ8VjR5TTDBgwgAEDBqhM5+joSHJyMgBz5swR3lc6qZSkLHex98m7xk+5uLiQmJjIxIkT0dLSYujQofTs2ZNhw4Zx6tQpHjx4QGBgoBDV9ebNG/bv30/Hjh05ePAgw4cPJzs7G7lczpw5c9DR0eHWrVtUrFiRzp07o6WlRUZGBgYGBujr6+Pp6YmZmRn3798nOzsbc3NzJBIJampq6Onp8eDBA0JDQ8nNzSUuLg5LS0seP37M8+fPyczMfO/7LyIiAplMRkxMDABmZmYkJSWxY8cODh8+TEFBAW3atCkztqRknJ+enh59+/YlNDSU1NRUunbt+t7X/69Q0umhXbt2gsNJcnKyEOt16dIlhg4dytmzZ3ny5AmJiYlcunQJJycnfH190dTUpHnz5lSoUIGbN29iYmLC2LFjqVatGnK5nNzcXAAuXryIl5cXd+7cYe3atRw6dIiXL18ilUrp378/a9asITg4uMwYLJHfuHr1Kps3b1Y5LocMGULHjh1ZtmwZAOfOnWPmzJnk5+dz+fJlYV5LS0sAqlWrJrwuX768IEhXChQsLCy4fv06DRo0IDU1VYh5lUqlPHr0CAMDgzJjciwsLOjQoUOpKBzl4HNhYSF9+vShf//+BAQEcObMGRVBvNLVzMHBgUqVKmFhYcH9+/e5ceMGUOTGUb16dYyNjXnw4AGFhYW8fPmSZs2a8d1336FQKNi+fTve3t7vuxlEPhNSU1OZPXu2cG7Ab3EdZVH8meDw4cNAUbSutrY2X3/9NQ0aNODkyZMq8/xRZJnIp8P169dp27YtUHQcSCQS9PX1gSJhthJLS0s0NTV/1yVX6Y5Ur149jIyMGDt2rBD5/OTJEzw9Pbl+/TrZ2dn8+uuvlC9fHicnJ5o2bSosw8bGBnt7e54/f054eDienp7I5XIqVqzI9u3b38cuEBEREfnTKO+DSgICAqhTpw5+fn4EBQXxww8/0KpVK44fP46uri5yuZwffviBe/fu4e/vz+rVq1WiiSMjI/H09KRPnz6sWLGC6Oho+vTp86E3S0RERETkAyEKc0RERERERD5hDh8+TIMGDdi4cSNTp05FoVCgrq6OmpqaMGgzffp0nJycMDc3x97eHgcHB4KDg6levbpKhEhBQQG6urqcPHmSH3/8ke7du5OWlsbDhw/56quvSnWeSqVSRo8eXWp9lCirCG1tbYWO2AkTJtC4cWPOnKig4A8AACAASURBVDnDd999x7lz50hKSmLUqFHMnTsXTU1NBg0axNmzZ1EoFBQWFrJp0yY8PT3R1tZm37599OjRgwYNGpCRkcHChQu5ePEiampqbNmyhZycHOrUqcPWrVvR0tLCzs6OCxcuUFhYiI+PD1lZWdy/fx9TU1PU1dWpUKEC69atQ1dXFx0dHQDOnDnDli1b6N69O0+fPmX69Ok4ODiQkpIidAi2aNGCmTNnAkWdijo6OpiZmQmVySIiIr9P8YgdEZGPTVnxU8o4JTs7O44cOQKAm5sbLi4uTJ48md27d1O5cmXkcrngxNGrVy8mTpxIq1atKCgooHz58nh4eCCXyzly5AhaWlrCwNHjx48ZP348dnZ2NG3alDZt2nDhwgVq1aqFvr6+4BZz7do1bG1t2bRpE3p6eqxevVpwSElJScHAwAA9PT2eP39Oo0aNqFy5MnFxcVSqVInatWt/sH0okUiE14aGhvTv359x48YBRc8Y3377banYkpJxflAkMHj48CFbt25l48aNH2z93wUnJyf69++vIlbW1NTEzc2NnJwctm/fzqtXr1BXVyc+Ph4DAwNmzJiBg4MDjRo1Ii4uDoVCQUpKChs3bkRDQ4OQkBAyMjLQ1tYmNzcXKysrrl+/Liz72bNnqKmpMXbsWKKioli8eDEymUzlOlpWDJbIb1hYWKgcl7m5uXTp0oXg4GDmzZtHcHAw8+fPJzIyEjMzM+rXry/MW/z4Lv5aOcCsFNrk5+dz/fp1lixZIjg51KlTB5lMRlRUFIWFhWXG5PxRFM6rV6/w9PSksLAQfX19mjRpgqurK8OGDaNHjx5MmjSJAQMGkJeXh52dHQ8fPsTOzo5169YRHR1NlSpVMDU1xc3NjZUrV3LmzBnhudfe3p7ExET27t3Lli1b3l8DiHxWmJmZqTjC/BXs7e356aef/qE1EvmYWFhYcOrUKTp16oRcLkculwvi3+KOucWvjyXR1tYmJCQEGxsbduzYQW5uLqdPn0ZNTY0OHTrg4+ODvb090dHR6OnpkZ+fj6amJo6OjqWWVTJSUxQVioiIfE6kp6dTq1YtwZVOKWZcuXIlc+bMKeX8dfXqVc6dO8eqVavIyckRRTkiIiIi/3LEKCsREREREZFPmFatWrFnzx46depESkqK8H6zZs0wNjZGW1sbDQ0NocJNSVkRIjNmzKBdu3aMHDmSXr16sWrVKhwcHOjUqZNKFeTfQRmzdfnyZTQ1Ndm6dStVqlRh5cqVVKtWjZs3b6pUUzZu3JhvvvlGGBQNDQ2ldu3aGBoaoq6uzoQJE6hVqxZVq1bl5cuX6OvrExYWhlQqJTs7m9OnT/Pll19Sq1YtNmzYgIaGBjVq1GDRokXUrVuX/fv38/jxY3JycoTK9JYtW3Lv3j0KCgrYvn07Dg4OQJFzhNL14ezZs0JFfFkDNCIiIv89Skb0JSUlvbWyHBBs/ct6b968eaSmpv6p74EigUZcXNxfWW0R3h4/BQhV4fr6+ipV4b/88gtBQUGoqakJThyjR48mLS2NLl260L59e3Jzc3nw4AFnz57lzZs35OTkYGxsjLW1Ndra2ujq6lKhQgUMDAyEeCsPDw/at29PxYoVefPmDbq6ukRGRmJtbY1EIsHJyQlTU1N++eUXXr16RUZGBrm5udSpUwcdHR3OnDnD0KFDUVNTo0GDBh9lf+rr65OSkoKTkxNOTk4cPHjwrbElxeP8lLi7u6OlpYWBgcHHWP0/pFmzZiqRL1B07Bw6dAiZTEalSpWAIkGNlpYWOjo6fP/99wwePBh7e3v69evHmTNnGD9+PJ6entSrV48qVapw+/ZtsrOzKV++PLdu3aJJkyZA0YDoiRMn2LlzJ7Vr18bc3FxoW6lUSs2aNQHKjMES+Q1PT0+V4zIsLIyuXbsybtw4Ll26xOXLl+natStdunTBz89PEM38Ga5evYqzszMFBQVcvHiRUaNGMWzYMPz8/PDy8kIqlbJu3ToKCwvLjMmB34/CMTQ05Pjx4yQmJnLw4EHKlSuHt7c3R48eZejQodSqVQuZTMbJkycZNmwYALVq1WL8+PEkJiaipqZGdHQ0Z86cwcrKisjISMzNzfH29sbMzAx/f39OnTpFUlKSirPZHxEVFUVkZCQvX75kx44df74xRP41HDp0iP3795c6BkaOHFnm9H/0bCTyaeLp6UlaWprQNzB9+nQ6dOhA+/btCQ4O/lPL8PDwwM7Ojvj4eADu3r1Lu3btaNOmDcbGxpiYmDBz5kw8PT1xdHT8ZGO9RERERN6V4i6HAMbGxty7d4+cnBzgt/jkoKAgdu3axalTp1Tmt7CwYOLEichkMk6dOiU864mIiIiI/DsRHXNEREREREQ+IcrKqz9//nyp6ZRuLgCJiYnC66ioKOF1yeW0atVK5f+yHHH+Lra2tkyYMIG0tDRat27N7t27MTc3RyaT4e7ujpGRkcrAp4mJCVpaWoL4RU1NTXC6SUtLIyAggPz8fORyOYaGhrx69YoTJ06grq4uRHcVRyKR4OrqyurVqzl//jwjR47EwsICMzMzevXqxaNHjzhx4gROTk4sX76czMxMVqxYQWJiIqampjg6OtK2bVu0tLRYt27dP7pvRET+bcjlcgICArhx4wblypVj+PDhBAcH06JFCwoKCj726r13rK2t/3K03eTJk99peqUwx8nJ6S99338dpegyOTkZZ2dnlQibsqrCJRIJGRkZwudKJ47mzZsTGxtLcHAwYWFhGBkZIZPJCA4OJj4+nsLCQtq0acOTJ0/Q09MjOzubV69eoampyalTp2jRogW3bt0iLS0NPT09YmNjqVixInK5nKysLJo2bcrdu3fR09MjLS2NunXr8u233+Lh4UFhYSESiQRPT09WrlyJRCIRYmzeN1KpVIgfUYoMyorYKyu2pHicnxKJRELfvn3/8fX80CijyJQOLcqIMqUT4Y4dO1i0aBF5eXnY2tpy4MABWrZsSXR0NFDkNARlC4DLciUIDQ0lPj6e3NxcbG1t3/fmfXZIJBIhKqokyn3euHFjBg8erPJZ8UjJ4s/Rxd2K+vfvj4uLi/B/cUH71KlTmTp16l9f8b9It27d6Nq1K3v27BFERgYGBrRu3RooGhS/c+cOOjo6jBs3jvXr12Nra/uXjh2lKKNbt27/6DaIfNrI5XLc3NyAoueQ4sfA2861v/NsJPLxKCvGzNXVVeX/4tdE5evi18yZM2eq9FFAUdxZcWxsbDh69OjfX2ERERGRTwhLS0sCAwO5ffu2EPcXGBhIu3bt0NPTEwSOWlpabNiwAW9vb7755hth/oCAAPz9/Vm+fDkKhYLQ0NBS/bciIiIiIv8eRGGOiIiIiMh/AoVCQadOnUhPTyc4OBgPD4+/vCxlVbRIaUxMTEhLS0NdXZ3MzEwWLlxIy5YtMTAwoLCwkMzMTAoLC1WcCoqjtM6uU6cOMTExPH/+nE6dOvHixQt++ukn2rVrR0hICAEBAdSrVw8ADQ0NWrVqRb169dDS0qJatWocP36cypUrI5FIaN26NcbGxkycOJGgoCDatWtH1apVefjwITo6OnTs2JGOHTsCEBgYSGBgoMo6KW3ezc3NVTofRUT+6+zevRsTExMiIyORy+XY29sTHx/PixcvyrSl/zdw6dIlOnfuzPPnzwkMDOTUqVOEhIQQFBTE8ePHsbKy4tWrV0KkyYgRI0hISGDevHnC4BYUDeoGBQVhZGSEt7c3urq6aGpqMmbMmFLfc/jwYSIiIkhMTOSnn34SBzT+AsVjiMLDw1WEOcqqcIVCwaxZs4AiAcSQIUPIysoiPT2dy5cvc/v2bczMzKhQoQL169enfv363LlzR7i/GRsbk5WVxYMHD8jLy8PCwoKFCxeyatUqwRlFR0eH27dv4+TkRGJiIhoaGpiYmNC2bVvBEWP69Omkp6dja2uLmZkZS5YsITw8HE1NTbZv3860adPw9PSkQYMGgpPK58Ty5cvZuXMnBw4ceG/fIZPJWLx4MQqFgmfPnvG///2P77//Hh0dHSIiIvD19SU/P5+mTZuyfPlyZDIZ33zzDXK5XDjnzp49W+o9hULBsGHDuHbtGrq6uuzcuZOvvvqK0NBQADp27Mjdu3fJyspi0qRJ7Nmzh6VLl/LmzRt8fX0xNjbGw8MDBwcH1NXVcXJyYtq0aaXWPykpiby8PLp3767ibtKpUycaNWqEu7s7hoaG723//dFzbvHPR48eTXh4uIroWuT9UlzE/9NPP9GjRw/U1dU5d+4crq6uxMbGYmhoSHZ2Nq6urvTo0YPs7GzCw8OpW7cu8+bNY/369ezatYt58+ahq6vLjBkzOHbsGHZ2dri4uDBw4EAVwVJERAQxMTFIpVK2bduGsbHxR9p6kfdBSaF1dnY2NjY2PHz4EBcXFwoKCrh9+7bKMdC1a1cSEhJITExk4sSJaGlpMXToUKpUqUJsbCxjx46l2//Zu/e4Hu//8eOP3gkp50KiAzaWUsmcOr1Lkqgxh2YihcgwZpOEYiX2ncM2Z7Kcx7DCSmQlh2GLkvOhQhGJTEOq9/X7o1/Xeis+tpnD9rrfbm7e7+t8Xb2v6329r9fz9Xy+/z4aGhpYWFjw9ddf06VLFzp06EBycjJBQUFs2bKFS5cusW7dOiwtLV/1YRAEQRCEv6Ru3bokJyerDevbty99+/aV3zs6Osqvd+/eDTy7Y6UgCILw7yUCcwRBEIT/hBs3blC7dm1+/PHHv70sEZjzbAYGBujq6nLlyhWOHTtGtWrV+OyzzwgNDaV79+7MmjVLbsR6UmBgIF5eXlSvXp369evj4OCAubk5R44cwdnZmfT0dB48eKA2j7OzM6tWrWLbtm0YGRkRFRXF0aNHMTIy4tq1axgYGFTK3vH2229z9erVSuViBOHvUKlUcv3w/4ILFy7IZfQUCgUKhQJdXV10dXX/1Y12O3fuJDw8XM6ucuPGDY4fP05ycjKbN28mLi4OgPz8fGbMmEFxcTFjx45VC8wpt2rVKkaNGsUHH3wgBwg+uZ59+/bh7+9PixYtCAsL++d38F/IyspK7dhVfPDZo0ePSr3CbW1tWbRoEVu3buXq1ascOHCAu3fv4ufnR3R0NI0bN+azzz6jadOmNGjQgMmTJ+Pr68vu3bvZuHEje/bsqTKQszzQs6Jz585RrVo1jh49ioGBAcuXL3/mvnTq1KnKTHpvijFjxryU9OySJBETE8Ps2bM5duyYfB7l5OSwd+9eqlWrhre3t1rWoYrnXHmZrYrDFAoFRkZGLF26lLi4OJYvX87HH3/Mw4cP5QfsT/Ly8lJ77+vrWynbUFUBwEePHq00fsaMGezZs4fFixfL454WMPw830dPm+bPBOYsXLjwmev4N6gYoPK6iY6OpmPHjgQHB+Pv7y8P79+/P4sWLSIhIYH33nuPZs2akZycLJfFValUhIeHk5ycjLa2NiqVisTExKeux9/fn6tXr4pGo3+pJwOtnZ2d6du3L126dJGvMU/7DEyZMoWYmBj09PRQqVRyw+Tx48dRKpWEhobKmcDy8/OZNm0apaWltG/fnqysLI4fP05kZCRff/31S91nQRAEQRAEQRCEV0EE5giCIAj/CZMnTyYxMZFq1aqxbNkyXFxc8PPzo0GDBmRmZhITE0OzZs2YNWsWP/30EwqFgtWrV1NSUsLQoUOpUaMG3bt3R09Pj/T0dJRKJd98843cC174w5o1a4iNjSU4OJjFixczfPhwAMaOHStP82QjaFRUFCqVivbt2xMXF0dCQoJaI+qyZcsqTV9u1qxZcpaDfv36ycNjY2M5ffq0WrmBig+TGzZsWKkhXBCeJTU1lQ0bNhAZGUmnTp04cuQI8fHxBAYG0rBhQ9zd3TEyMpIDvsLCwnBxccHHx4dTp06hoaHBsWPHyMjIYMyYMRQVFdG9e/cqA8TehIwErVu35siRI/Tu3VvOdvX7779z9+5d8vLyXvXm/SPMzc0BMDQ0pKCgACgrF1I+3MrKSg7M0dfXp1GjRgDytE/KzMzEw8NDnvdp6ykPEhBeroyMDE6fPl0pA1R5hrbatWtTUFDAlStXaNeuHQA2Njbs2bPnudfxzTffEB0dzePHj0UJxReo/Bxq2rSpHCjYtGlTLl68yOzZsykoKCArK4vr16+rTV/xnHty2M2bN/nuu++Ij4+npKSELl26ANC+ffsXuu1JSUkkJCSwc+dOLC0tSUtLY82aNRw7dkztHvTKlSt88cUXlJSUMGPGDNzc3OjcuTPW1tZoa2tTp04dsrKyyM7OxsjIiNWrVxMVFUVcXByFhYWEh4fz66+/yp+7r776il9//VVtHatWrSI1NRWVSsWGDRtITU2VxwcHBxMeHk5CQgLXr19n2LBhFBUV4enpSWBgIKGhoWRnZ5OVlYWJiQmrVq16ocdJKLtGWVtbA2XXnqr8+OOP2NnZqQ3Ly8vD2NgYbW1toCy4tqqSasJ/w5OB1lD15+n69ev8+OOP2Nrakp+fLw+fOXMm33zzjVqgn6OjI1u2bKFTp06MHTuWIUOGoK+vT+PGjQFo2bIlNWvWpGnTpty9e/ef3D1BEP7lkpKSMDIyokWLFq96UwRBEARBEP4nEZgjCIIg/CeUB3mUp+MGuHv3LgkJCWzatIlt27bh7OxMTk4OSUlJnD17loiICN599138/f0ZNmwYkiShoaHB2rVr1WqsC+pUKhXR0dFs2rSJNm3aPNc8qamplJSUvLDGrW3btrFgwQJiYmKqHN+rVy+6detG9erVX8j6hP8GKysrCgoKWLlyJXFxcZiZmZGQkMCtW7dISEhAU1MTOzs7uVHezc0NR0dHsrOzGTduHMXFxSgUCoKDg4mMjKR58+Z88MEHZGdn06xZM7V1vQkZCTw9Pdm5cycODg7o6uoSGBiIg4MD7du3p0mTJq968/4RVTVcGhsbc+bMGQBOnjz5zGmfZGpqSnp6OmZmZpw8eVIOWnxyXi0tLTlDj/DnKJVKlErlX5rX1NSUWrVqsXXrVgCKi4uBsr+PUqnExMSE0NBQjI2NSU9PB+DEiRN/ah0TJ06US5gJL07Fc6ji6+zsbPr06cOwYcMYPHiwfG5Wdb4+Oax169YMHTqUSZMmAWWfh0OHDv1jmdJyc3M5evQoKSkprFmzhgULFsj3oCqVinHjxvHTTz+hUqno2bMnbm5u3L59m+DgYJo1a0ZoaChvvfUWUVFRBAQEcOTIEQDq1avH5s2buX37NjNmzCA5OVktI1TF+9yIiAhq1apFQkICy5cvJzw8HAsLC3l8eamtuXPnMnPmTOzt7enRowdDhgwBoG3btqxatQpXV1cKCgr+0RJc/0WmpqakpaXh7u7OiRMn6Ny583PNp6+vz9WrV3n06BE1a9ZEpVJRt25dbty4gSRJauX+APEd9C/3ZKA1UOm6pqmpSePGjenVqxdZWVlyYI6GhoacVap8XoDS0lJWrFgBlN0/Dxky5KnX5TcxECw0NFQu/fY8srKy5FKWgiC8WElJSdjZ2YnAHEEQBEEQ3ggiMEcQBEH4zzIzM0OhUGBoaMilS5c4e/YsSUlJcgOegYEBAwcOJDQ0lMGDB+Pt7f2fzLCSlJTEvHnzKCkpoaioiK1bt7Jo0SK1zEJQVp6hYcOGtGvXjh07dpCWlsa8efMoKCio1KM7OjqaOXPmoK2tTWhoKCtWrCA/P5/ExERGjhwJIDcaffTRR6SmphIZGck333zzXNvcr18/tew5T3oRJc2E/56kpCQiIyPR1dUFQFdXl3379vHw4UMyMzNp1aoV6enp1KlTh8WLF3Pq1ClcXV1xcnLis88+k0tFpKSkYG1tjSRJ1KtXj0mTJpGbm/vCMhIsXryYdevWoa2tzbx58154NodyCoWCyMhItWGenp5/ejl/p7GiPLPEqyzxZGBggJWVFfb29piZmaGlpfXc844YMYJ+/frx7bffolAo0NLSkoM/KjI3NycoKAgvLy82b978IjdfeIb69evToUMHHBwc0NTUxNnZmenTp1eazsDAABsbG+zt7bG0tHwFW/rv8aLP6ejoaLWGGoVCwbx584iOjv7Ty/L09GT8+PHytWrChAnUqVPnTy9HkiTGjBnD+fPn0dbWZurUqXzyySfo6Ojg7e1NjRo1iIqK4tGjR8yfP58PP/yQY8eOYW9vT3p6OsePH6dZs2YcOnSIZs2aUVhYSKNGjZAkCZVKRf/+/dHW1qZt27bY2tri6enJ+fPnuXjxIt7e3nImjIyMDNLS0iplhKroiy++YN++fRQXF/POO+88dbrLly/L3zXW1tZkZmYC6pmL7t27JwJzXrA+ffrQv39/evToQf369Z97PoVCQVBQEI6Ojujo6BASEsL7779P37592bFjR6VlNWnShDt37tC/f39WrFhBgwYNXvSuCK9QxUBrHR0dzp8/j7OzMzo6OmRmZmJiYkJiYiLp6enY2Njg4OBAQUEBSqWSyZMnY2pqio2NDU5OTmzZsoXCwkKqVavGtm3buHPnjhwgW36PfPr0ae7fv49SqaSwsPBP3Te9qbKysvjpp59EYI7wRkpKSmLhwoVIkkR+fj4BAQGsXr2amjVrEh0dzdChQ8nJycHQ0JB169YREBDAJ598wjvvvMPXX3+NgYEBSqWS4cOHc//+fd555x2WLFlCaGgoOTk58u9oQ0NDfvzxR9zd3ZkxYwZ5eXlVzlPxt++SJUuIiorihx9+wMXFhXnz5r3qwyUIgiAIgvBskiS9Nv9sbGwkQRAEQfgnZGZmSoMHD5a+/fZbaeXKlfJ7SZKkxMREKSQkREpNTZXGjh0rz/P48WPpwYMHkiRJUlFRkdShQwdJkiTJzs7u5e/AK5SYmCi5uLhIkiRJ3333nTRr1izJ399fkiRJOnPmjOTv7y9lZmZKZmZmUklJiSRJkuTj4yNdvHhRKi0tlRwdHaXi4mKpqKhIcnZ2lkpLS6UOHTrIx7a0tFT+u5SvLzg4WHrw4IHUs2dPSZIkacqUKdKhQ4de9q4LgprExETJ29tbqlevniRJkvTOO+9IYWFhUosWLaSLFy9KkiRJderUke7duyc5OTlJnTp1kkpKSqSioiLp22+/lezt7aUjR45ISqVSUiqVkiRJUklJiXT//n1JkiRp79690tSpUyVJkiRbW1t5veXn0JgxY6Tk5GRJkiTJ1dVVysnJkUJCQqT58+dLkiRJ3bt3l+7evSt1795dPr9UKtVLODJ/T/k5X1FpaelfnvdVKC4uliSp7Bo5e/bs556vtLRU3ld3d3cpOzv7H9k+QXhTPM85/bzXB0mSpJCQEGnv3r1/d7NeqB07dsjXidjYWEmhUEiJiYmSJJVdsz/99FOpd+/ekq2traRSqaSUlBSpWbNmkkqlkjp37iy99957UmlpqaSlpSUVFhZKBw8elMaNGyfdvHlTqlu3rnwvNmPGDMnOzk46fPiwFBAQIA0ePFgKDg6W77du3bol9evXT96ux48fS5L0x33u7du3JUdHR0mSJGnPnj2Sj4+P2nhJ+uP7KSAgQNq/f78kSWXfT9nZ2WrH3sfHR8rMzHzxB1MQhBdq+/btUlBQkCRJkvw77vDhw5IkSVX+jpakP+5Z7ezspLy8PHneJ6/nsbGx8m9IV1dX6d69e5JKpZK6desmFRUVvZT9e5JKpZJGjx4tOTk5Se7u7tKIESOkM2fOSJIkSV999ZW0ZcsWKS4uTnJwcJBsbGykNWvWSJL0x3dLxd+wISEhUmJiopSTkyMplUrJ1tZWCggIkCRJkgYNGiQZGRlJzs7OkiRJ0syZMyVHR0fJyclJXBuF115iYqLk6ekpSZIkhYeHS+PHj5ckSZJGjhwpzZkzR5o1a5YkSZL0+eefS9999520e/dueVjPnj2lwsJC6ZNPPpGvJZMnT5YOHz5c6Xfs9u3bJUmSpPL2oeeZ5+7du6/lvZ4gCIIgCP8twK/Sc8bCiIw5giAIgvD/WVpa0qRJE5RKJRoaGgwaNIi6deuyaNEiHjx4gLe3NwDNmzenX79+hIeHP3eppjedtbU1UJaKPCgoCC0tLbXMQlB2/DQ1NdXmu337NmfPnpXTfN+6dYu8vDyMjY3R1tYGKqdKL6etrU2jRo24evUqR48eZfbs2f/ErgkvSW5uLpGRkQQHB7/Q5UZFRVFSUsKIESNe6HKfRUNDAzc3N65fv46Li4ucNQrAyMgIV1dX7t+/T9OmTfHz8+PChQvcvn2bmjVrYmFhwYgRI5gxYwbOzs5oaWlhY2PDgQMHXlhGgpkzZxIQEED16tX5/PPPady48T94NP6+FStWcOjQIX7++WdUKhUNGzbE3d2dmzdvsnv3bh49esSyZcuwtrbm0KFDTJ48merVqzN69Gh533777Te8vb2ZM2cOZmZmL30fgoOD+fnnn9HU1GTLli3PPV9hYSG9evXi8ePHuLi4YGho+A9upSC8OQYOHMjNmzepUaMGW7dupU6dOlhaWmJhYYG5uTlOTk4EBATQunVrzp8/z/Hjx6vsWV0uICCAjz76CHNzcxYuXCjfy70KZ8+e5bvvviM+Pp6SkhL8/PzYsmULkZGRjBs3DqVSSXJyMpmZmezevZuioiLu3r2Lk5MTGRkZXLp0iQsXLtCqVSt69epFUVERBQUFDB48GB0dHfleTENDg4yMDNzd3alRowbNmjVTy1ijr69Pr169KmWEKj82n3/+Obq6ujg7O9OuXTt5vo4dO9KnTx+5pBdAYGAgPj4+PH78GA8PD3Et+w9RqVT/WDk3eHFZtKKiogAYNmzY39+of7ELFy7QtWtX4I/faOVZtqoSFRVFdna2XNZOT09Pbd5yGRkZLFy4kB07dgCQlpaGp6cnly5dom7duuTl5b2S68auXbswMjJi6dKlzJo1i6VLl5KXl0d0dDS7d+/m+++/l+/7S0pKUCqVDB069JnL1NPTY+/evVSrVg1vb28uXryIv78/LVq0rvXkgQAAIABJREFUICwsjPT09Erls5cvX/6S9lgQ/pqKvzf19fXl1xXLkXfo0IGUlBQCAwOZO3cuo0aNonbt2ujo6HD27FmmTJmChoYGhYWFdOzYsdJyy1/r6upSWlr6XPPcu3fv5R0EQRAEQRCEF0AE5giCIAj/CSYmJqxfv15tWPn78vTaUNa4+mTggJeXl9r7jRs3/nMb+hz+1wPqCRMmMG/ePD7//HPs7OyoVq2aPP24ceOeuxwUlD1sNTIyIi0tDSh7iOrj48Pt27fl5RQXF5OTk1PlQ3k9PT0sLCyIj49HU1OT4uJiNDU1uXr1Ko8ePaJmzZqoVCq0tLQoKiqqNP+HH37IpEmT6NixIxoaGs+93cLrp0mTJi88KOdV0dHRYffu3SiVSmxsbPDw8ODGjRs0b96c/Px80tPTefjwIdra2mzcuBEzMzO53EitWrUwNDRk0KBBhIWFkZ+fT79+/Thw4AB79+5lw4YNAFV+3lu0aEFKSgoODg6cOHGCcePGVZpWkiSsrKyIiopi48aNREVFERgY+HIOzF9U3lgxYsQIevXqRUJCApqamjx48ICgoCAuXbpESEgIGzZsYMqUKcTExKCnp4dKpSI5OZn79+8zZMgQIiIiXklQDsDcuXP/0nx16tThwIEDL3hrBOHNFxUVRa1atVi1ahWbN29m5MiRZGdnc/jwYXR0dOjdu7dccsfY2BiAOXPmEBQURJcuXQgMDOTnn3+Wlzd48GC+++47wsLCiIuLIyYm5lXtGq1bt2bo0KFyYMv9+/epXbs2169fZ/jw4Wzfvl0O2LO1tSU2NhY3Nze2bt0KlN13aWlp0aBBA5KSksjKyiI0NJQWLVrQpk0bOVBCkiQ6d+7M1KlT5Yb1kpISqlX74zGQr68vvr6+attX8T53165dlba/YpmIpKQkAIyNjeXX5UJDQ+XX5UERwpupqKiIAQMG8PjxY+rVq4ebmxtr1qx5ZiCtj48PWVlZKBQK9u3bh5+fH7Vq1eLUqVMolUpmzZqlto5/OsBHeD6tW7fmyJEj9O7dG5VKBVQOstHS0qK0tFTtfXBwMPHx8eTn59OwYUN5XoAHDx4watQoVq9eTY0aNYCyAPOtW7eio6MjX9NeloqftYqBkufOnaNHjx5cu3aNW7duyQEFBw4cYObMmRQXF3P69Gm1fXvyHhyQS/0UFBSQlZXF9evX1dZfVflsQXjdVfysV3z91ltvkZKSQq9evfj1119p1aoV1apVw8TEhP/7v/+jT58+QNm1pWI5zZKSEtLT05+6XEmSnmseSZIqXZMEQRAEQRBeZyIwRxAEQRD+RVQqFQsXLnzq+D8TlANlDSnTp09HS0sLNzc3Hj16xLZt21i2bJlaZiFXV9cq51coFHzyySd069YNDQ0NzMzMWLx4MUFBQTg6OqKjo0NISAidO3dm2LBhnDp1Sq0He7du3fDx8WHatGl/aruFVy8pKYl58+ZRUlJCUVERX375JfPnz2f9+vV06dIFGxsbDh48yJw5c3Bzc6ty2Mcff0xqaioqlYoNGzZgZGREdHQ0c+bMQVtbW63RD2DWrFn89NNPKBQKVq9ejYmJyUvZ16FDh+Lr64uVlRVNmjQBYPTo0WRmZlJUVMS3335LjRo1qvyM169f/4VnJHhy3W+Sipm31q1bx4YNG1AoFGoPYJ/sjf39998zcuRI2rZtKzdQi0ZgQXhzlZaW8tlnn5Gens5vv/1G3759gbJGHR0dHaAsS1azZs2AskYh4Kk9qwFsbW0JDQ0lKysLAwMDatas+ZL36g+enp6MHz8eZ2dnoCxAPCEhgcLCQgIDA9mxY4datsanZbZ5kr6+Pv369aNr165oa2vTtm1bOQj03r17KBQKVq5ciamp6cveZeEJfzd7y8vOFhgdHU2XLl24fPkysbGxnD59mvv37/PgwQNWrFjBtGnTCAoKolOnTgwZMoQaNWrw4MEDbGxsOHnyJHv37gUgMTGRXr168c0336Cjo0NgYCDDhg1DV1eXCxcuEB8fz5gxYzh//jza2tpyJ4r09HQ8PDy4c+cO8fHx6OjoVJouLS2NBQsWoFKp5OmqV6/OgAEDKCoqon79+vTo0eOlHK9/WmpqKikpKQwfPvyFL9vT05OdO3fi4OCArq5uldM0aNCAffv20aRJE2xtbQHw9vZm1qxZtGrVCoA2bdoQERHBunXrOHnyJPv378fFxYWCggL09PQYNWoUnp6epKSk4OTkhIuLC+vWrUNbW5t58+Zx5coVIiIi0NXV5dNPP8Xd3f1P7UdVv0MmTZokB5O1bduWwMBAbt68Sbt27Rg3bhz9+/fn7Nmz6OvrM3r0aM6ePUvXrl0pLS1l8+bNeHl5UVJSwqeffoqmpibTp0+nsLAQbW1tRowYwZYtW/j111+5ePEiTZo0ITk5mffff5/Jkyfz+PFjatasSVhYmHz+NGrUiK+++goLC4u/90cThFeofv36nD59GgcHBwwMDOQOIf3792fgwIHcuHEDgKlTp+Lv7692P/K/PO88SqWSqVOncvToUWbMmPHidk4QBEEQBOEfoFEe0f866NChg/Trr7++6s0QBEEQhNfa/3rQuHbtWjlDTmFhIb1795YbfH755RcOHTpEREREpZ6tSqWSLl26kJCQwOjRo7GwsMDV1RVjY2NMTEyIiYkhNDQUOzs7uTSVUqms1EO6KpIk0bt3b+7fv09iYmKlkldPa2AoLS3Fzc1NfqAvvDmSkpIIDw9n7969bN68mczMTE6dOsX69et5++23OXjwIMXFxYwdO5YffvihymEPHjygVq1aJCQkkJiYyOeff06nTp1ITk5GW1sblUrF2rVrKSkpoVOnTixatIjly5dz9uxZFi5cKNLCvwFUKhU///wzu3btYtSoUUybNk1uiLO0tOTEiRNcvnyZkSNHkpSUhIODAz/88IPcGzs5OZk9e/Zw8+ZNPDw8sLKyEoE5gvAGS0pKYu7cuTRu3JioqChWrlxJTk6OfP9x8OBBAHr37s2KFSuoV68exsbG5OXlMXHixEo9q8PCwuT7lqlTp3Lx4kWGDx+Om5vbq9xN4T/uTQvMmTNnDoWFhahUKoyNjdHS0iIwMJDLly8DZdlPDA0NOXnyJG+99Rbr16/HysqKXr160bRpUzIzM2nYsCGnT5+Wyxn9+OOPHD9+HH9/f3r06MGgQYPYuXMnp06dIigoiLi4OFJTU+nSpQsLFiwgJiaG8PBwzM3NUSgUzzVdUVERFy9eJDg4GH9/f7p27SpKWT3hr2Qq2rJlS6XjmpCQQGhoKGFhYURFRSFJEhoaGiiVShYsWICZmRlNmzblzJkzlJaWMnr0aHbs2CEHJrq7uxMTE4O2tjaSJDFkyBDCwsIwMTGRl/VnVPU7pDxISFNTkx49evD999+jq6uLsbExLVu25Pz584SGhmJoaMh7773H7du30dHRwdLSkurVq5OZmUnz5s05ffo0Xbp0YdCgQfj6+tKmTRtMTU3Jz8/H2dmZESNGYG9vj6OjI+fOnWP06NH4+/vTu3dv+f61Y8eOxMXFcf78eWbPno2/v/+f2j9BEARBEARBEF4fGhoaKZIkdXieaUXGHEEQBEF4Az169Eh+0Lhnzx5u3boll39Zu3atPN3u3bvp3bs3AAsXLsTOzg6Ajz/+uFKJGICBAwcSGhpK9+7dSU5OxsrKiunTp5OYmPiXt1WlUpGbm0vt2rX58ccfn3u+O3fu0K9fP0aNGvWX1y28WtbW1gBYWVmxcuVKOZuMvr4+jRo1AqCgoOCpw7744gv27dtHcXEx77zzDnl5eRgbG6OtrQ2op9YXaeHfHElJScyfPx9JkvD39yciIoJTp05x+PBhmjdvLmdFysvLw9LSEldXV9LT03FwcKBRo0Z4eHhw9+5d6tWrhyRJWFhYYGBgwIgRI3B0dKR27dqvehcFQfgb2rZty5EjR3Bzc6N58+ZVZgebPn06Hh4etGrViubNmwP/u2f14MGDUSqVbNq06aXshyBU9Pjx40rZW57M9Ldhwwbat29Pz5492bFjB+fPn2fs2LH4+flx8+ZN9PX1K5XmHT9+PKmpqdSpU4cNGzZw9+5dfH19qVOnDjdv3mTTpk1/O0uSqakpUVFRfPTRR8TFxfHuu++ioaFBnTp1AMjNzeXixYt07twZbW1tsrOzadiwIVu3bsXf359r167RsGFDfv/9d6ytrZkzZw4tW7bk1q1bAHIwXcWyQiUlJXTp0gUAc3NzAAwNDSkoKODmzZvPNd2NGzfke9HydfwblJc1BkhOTsbS0pL79+8TFRVVZQbK9evXs2jRIjQ1NVmyZAmWlpZ07twZa2trtLW1CQoKYvjw4dy/f5933nmHJUuWPHP9GRkZVR7XVq1aYWFhweDBg7GxseGTTz4Byv4uWlpatGnThsaNGwNw9+5dtWXOnDmTgIAAqlevzueff860adMICwujpKSE4OBgOTPan/Hk75CKWRnT0tLw9PQEoG7dumzYsIHg4GC6detGnTp10NPTk7O1aWhokJqaiq2tLYcPHwbKsoRs27aN7du3Y2BgwMSJE0lPT8fW1hZra2v69+/PzJkzGT16NAEBAejq6nLgwAGOHTvGgAED+O2339DS0sLc3FwE5QiCIAiCIAjCf4gIzBEEQRCEV0iSJLVU7B988AEnT55k7ty5uLu7s3LlSrS0tPD19eXhw4d06dKFHj16oKmpib29PQ8fPkShUGBpaUn79u0xMzMjJSWFX375hfPnz5OZmcmECRMwMzNDqVQiSRKjRo2Sg3lKSkro2rUrVlZWZGVloVQqqVGjBgYGBuzevZuDBw8yePBgatWqJT/UP3LkCIGBgXTo0IGSkhIALl26xJgxYygqKqJ79+5MmzZNLTV9o0aNSExMZMSIETRr1kzuvT5s2LBK5YjKNWjQ4G8FBAmvTlJSEpGRkXKDS1paGt26deP06dNA5frxVQ3Lz88nKSmJli1bypmZ9PX1uXr1Ko8ePaJmzZqoVCp5ntatW+Pq6iqXaysuLn7m9pVnlRJejcePHxMbG4uzszPJycmoVCp69uzJ2rVrK2VFmjdvHgsXLmTIkCGMGDGCzz77jLNnz/Lzzz+zfPlybty4ga+vL7dv32bjxo3s2bPnVe/ea2f16tX4+fm96s34Sz3zhf8WpVIpB1g+qTxbDpQ1BqekpPD777/L5TT19fX54Ycf1OapeI+hoaGBl5cX1aqJxyDCyxcdHU3Hjh3lLCP3798nJyeHpKQkzp49S0REBJMmTeKLL76gZ8+ebN++nZCQEFatWoWnpyeDBg1i6dKlbN26VV7mL7/8wu+//45CoWDAgAEsW7YMLy8vcnNz2bt3LykpKcydO5clS5bg7+/P7t27MTc359NPP5XLxIaFheHi4lIpc+bw4cPlYXv27OHOnTt8/PHHGBkZERsby927d1myZAne3t5Ur16devXq8fjxY1q0aMHSpUu5fv069erVo0uXLnJAdUFBAV27dsXd3Z2kpCQ5ILv8e6F169YMHTpULuNZXFzMoUOHKt0jPu90pqampKWl4e7uzokTJ+jcufM/+Bd+uW7cuMGNGzdITk5m8+bNxMXFAZCfn8+MGTPkDJTdu3fn66+/5tChQ+Tk5DB27Fh27drF7du3CQ4OplmzZkyaNImgoCC6dOlCYGAgP//8sxzsVJWnHdeioiImTpyIQqHA1dWVwYMHA3/c41d1/1/OysqKqKgoNm7cSFRUFOPHj2fVqlUcPnyY+fPns3Tp0j99jNLS0uT/K/4OgbKgna1bt6Kjo0NxcTFaWlryOD09PSwsLIiPj0dTU5Pi4mI0NDTU7l9at25dKUNbenp6lZ/VI0eO4OLigkqlwtTUlHfffVc+j5/1e0UQBEEQBEEQhH8f8VRUEARBEF6hXbt2YWRkxE8//cTYsWPJzs7m5s2b+Pv74+HhQfPmzYmIiGDixIlySu579+5x/PhxkpOTGTNmDIWFhSgUCq5du8bKlSsxNzcnLCyM1q1bY2pqysKFC2nRooW8zqtXr1JYWMinn36Kjo4Ov//+O4WFhRQVFZGZmYm5uTmZmZk4ODhQu3Zttm/fTpMmTVizZg0AmzZtYv/+/UybNo3c3FwAgoODiYyMZP/+/Zw+fZrs7GwAbG1t2bNnD2FhYXTv3p1Vq1a9/IMsvDJaWlq4ubmxZMkSueH0edWvXx9dXV3i4+PlcmkKhYKgoCAcHR1xdnbmwIED8vSWlpY0adIEpVKJk5MT3377bZXLrRjMI7w67du35/bt25w9exYXFxdcXV25ceNGlVmRLl++TPv27QHo0KEDly5dAv7opX3lyhXatWunNuxNkJWVhbe39/+cLjU1lePHjz91vFKplIMkn2b16tV/evv+quvXr+Pk5ISdnR1jxowhKSkJT09PPDw8iI+PJzo6ms6dO+Pk5MT+/ftf2nYJ/y6HDh3C0dERe3t7Pvvss/85/YEDBxg+fDjjx49/CVv371dQUMD27dtf+HKjo6O5c+fOC1/u6+DJLCMPHz6UM/0FBATw22+/8fbbb3P58mUePnxITk4OpqamcnlOpVLJmjVr5KBnQO370cbGRv5+tLCwoFq1alhZWXHp0iViYmJo1KgR2dnZxMbGEhoayp49e9izZw8zZsyQlzdw4EAOHjwo3/OXDzt8+DDNmjVDqVRy+PBh9PT02LlzJ0FBQXTr1g1DQ0MyMjLo3LkzqampjB07Vs5aExcXJ2cpad68Oc7Ozuzbt4+hQ4dSvXp1tWPk6elJVlYWzs7OODs7y8EmT3re6fr06cPhw4fp0aOHnI3x3+LKlStyhiArKyt5eHkGyvLjX35fpaWlhYmJCffu3QOgUaNGNGvWDCjLVDRlyhSUSiX79u3j+vXrz1z3047rlStXcHR0pEuXLmqZMJ/H6NGjcXBw4KuvvsLDw4PQ0FAcHR0ZN24cXl5ez72cip71O2TmzJl4enri5OTEBx98oDZOoVDwySef0K1bN5ycnJgwYUKlZU+dOpWwsDCcnZ1xcXHh2rVrVW7DlClT+L//+z+USiXTpk1DX1+fXr164eDggJOTE3PmzPlL+yYIgiAIgiAIwptJdBUTBEEQhFeoqpTto0aNomfPnixevBiACxcuEB4eDpQ9KLx+/TqFhYVyjfqWLVsCZenDdXV1qVGjhvzQtSqPHj2ibt26LF26lIYNG3Lz5k3q16+PQqGgTp06GBkZ8csvv9CtWzfu3buHu7s7JSUldOhQVibz3r17fPfdd4wYMQJ9fX0Azp8/z5AhQ4CyxpqcnBxyc3NJTk5m0KBBaut/Vm9J4d/j0qVL3Lp1C2NjY7Zv386iRYvIzs7G2dmZ9evXk5WVhZ+fH3p6etjY2BATEwPAtGnTKC4uxsXFhe3btzNhwgTq1q1LSkoKM2fOJCQkhJiYGOrVq8fUqVNxd3fnxo0b2NjY8NFHH5GUlMS3337LmjVrWLFiBbNnz8bV1VUtg9PUqVMB+O233/D29mbOnDmYmZm9ysP1n6NQKKrskaypqVkpK1KLFi1ISUmhbdu2/Prrr4wYMYJz587JPZeNjY1JT08H4MSJE69yt57q8OHDTJw4ER0dHby9veXG0aysLLKysjAxMcHX15dr165hZGSEkZERoaGhWFlZoaurS2ZmJosWLWLVqlXk5uYSExNDs2bNWLVqFSdOnECpVPL111/Tvn17LC0tsbS0JC0tjTVr1nDs2DHS09NRKpV88803WFhY/OX9SE1NJSUlheHDh1caV56VR09Pj71791KtWjW8vb25ePEijx8/Zvfu3ahUqkoZkcozp5mYmDzXNlTM/jNhwgTmzZsnN/oK/x2Ojo5/KrDL3t6en3/++R/cov+W8sCc999//39O+2cyZUVHR2Nubk6DBg3+7ia+dp7MMvLOO+9UmelPqVQyY8YMnJ2dgbLMHN26daNfv37ydOvWrWPNmjUUFhaSl5dHq1atCAoK4sSJE7Rq1YpTp04RHx/PpEmTyMvL48cff6RPnz4olUoSEhIoLi7Gy8uLhw8fygEFN27cYOzYsSgUCh4+fMidO3dITU1lwoQJWFpacvr0aflvqaOjw5w5c+Tykx988AF6enpyIDWAj4+P/PrgwYMMGzYMKCtTWjFrVVRUlPxaQ0NDPh4VlWfRKl8G8NzT7dy58xl/lZfnRWeMMzY25syZMwCcPHlSHv7k7yx9fX2ysrIoLi4mJyeHunXrAvzP7C/PUqNGjUrHtfyYVwyaB9Q+ExWznpW/Lh9fMRgMYO7cuc/chudhZWWllh2zYhm4jh07sm/fPrXpK34W3d3dcXd3Vxtfcfv/V4a2isuKj49Xm87X1xdfX9/n3g9BEARBEARBEP49RGCOIAiCILxCT6ZiLyoq4r333iMkJIQ5c+YQEhJSKQV2//792bdvn1oKbC0tLRo0aMDvv//Oxo0bGTlyJKGhoezbt08uC6FUKtm/fz/jx4+nsLAQBwcHLl26RH5+Ps2aNaO4uJgHDx7w+PFjTE1NuXDhAtra2kRERKg9HJUkiaKiIrKzs8nLy5P3Y8SIETRs2BBLS8sqU5aXq1u3Ljdu3ECSJLWU4sK/y+PHjxk0aBAWFhYsXry4UrmGoKAg7ty5Q0JCAps2bWLbtm04ODiQkZHBoUOH1IK2lEolX331FZ06dSIkJAQoa5RduHAhrVu35rvvvmPevHk4Ozvj5+eHl5cXvr6+3Lt3jwEDBsi9ZG1tbVm0aBFJSUncv3+fIUOGEBERIYJyXpGKPZI1NDQwMzNj8eLFclYkHR0dQkJC8Pf358MPP2TlypW0a9eOzp07c+7cOXk5BgYG2NjYYG9vj6Wl5Svco6eLjY1l7ty5VK9enVGjRnHnzh0+//xzfvjhB8LDw7l69arc0NWlSxcSExM5e/Ys169fp0WLFmhqajJ8+HBu3bpF9+7dcXR0xMTEBB0dHaytrbGysqJbt258+eWX5ObmcvToUVJSUlizZg0LFixg7dq1ao1jf5WVlZVaz/yKygNm8vPzCQgIoKCggMzMTN566y05o0NVGZH+rIqBOQsXLvyLeyIIwp9VMcDw3LlzlJaWolQq+f7774mJiZEb1r/66is5SNDCwgJzc3P69+9fqeRpWloaY8aMobS0lLFjx+Lg4MDu3bs5e/Ys/fv3JzY2loSEBDQ1NenXrx9Lly5l4MCBdOjQgYMHD+Ln54e/v3+V5VSnTp3K/v37qV69Ohs2bKBp06av+OiVZRnp378/PXr0oH79+tStW1fO9KehocGgQYPw9/dnwIABtGvXjrNnzwLg7+/PyJEjWbJkCZIkERERwYkTJ6hduzYHDhxgzJgxbNiwAQsLC1JSUvDw8KBRo0YMGjSIli1bEh8fzwcffECTJk2AsgCRa9euMWXKFLp164abmxu3b98mPz+fU6dOcf/+fd5++22OHz9OvXr12LdvH5qampw8eZKkpCR69uxZqQSQhoYG+fn5cqcBLS0tSktL1fY/KirqqWXqXpXr168zePBgiouLadeuHQMHDmTBggWoVCru3LlDfHw8J0+eVAusffjwIcbGxrz99tt07tyZ/Px8QkJC6N27Nw0aNHhmad8XWWrTwMAAAwMD7O3tMTMzUyvFVJGmpiZjx47F3t4ehUIhd/yoaOrUqfj7+3Pv3j0UCgUrV66USxgLgiAIgiAIgiAIL44IzBEEQRCEV8jT05Px48fLvWKVSiV9+/Zl1KhR9O/fn9OnTzNlyhR8fHwICwuja9euzJ49W06BrampibOzM9OnT6d58+b4+flx6dIllixZApT1BuzTp48c+AMQGBhIp06dyMvLY9SoUSxatIjmzZtja2uLq6srly9fplWrVty/f5/S0lJCQ0Plclnly5w2bRoRERE8fPiQx48f0759e3x9fdHV1aWkpKRSL9alS5cSHx+Ps7Mz4eHh+Pv7M23aNN5++22OHDlCdHQ0Tk5OcuOEhYUFX3/99Uv6Kwgv0uHDhwkICODBgwe0aNGCpKQk4uPjefDgAfv376devXpkZmZy9epVatasibOzM40bN+bQoUOcOnWKrl27yhlvCgsLqV+/Pubm5kydOpVz587h5OSEvr4+qampzJ07l5s3b1JcXEyNGjXkQLD4+Hi++uorJElSK/lQsczR999/z8iRI2nbtu1LP0b/deWBglB1j+S+ffvSt29ftWGxsbFq7yv2hgfUekS/jsaMGUNYWBgHDhyga9euJCUlsXz5cjIzM6lVqxZDhw6lSZMmrFq1Cjc3N2rWrEnjxo05ceIEo0ePJjc3l/T0dHbu3EnTpk2xs7OjV69eeHl5ce/ePe7fv4+FhQVr1qyhVatW1KxZUy5j8SIlJSWRkJDAzp07n5qVp0OHDqSnp+Pq6kpubi5t2rQhMDCQ/fv34+HhwdWrVzl37hzDhg2jcePG/P7770BZT3M7OztcXFzkLDr6+vr4+PiQl5dHixYt6Nu3r7ye4OBgwsPDSUhI4Pr16wwbNoyioiI8PT0JDAwkNDSU7OxsOSORKKUoCH9PeYChUqkkMzOT6dOns379em7fvs2OHTtITk7m7t27+Pn5ER0dTXZ2NocPH0ZHRwcvLy8iIyNp3rw5gwYNIjs7m+nTp7NhwwYMDQ2xs7PDy8sLNzc3pk2bRqtWrSgqKiIxMZGOHTtSXFwsl8Xp27cvc+fOxd7enmHDhsnlVCsu+9ChQxw4cACFQvHaZGesKssIlJWDrcjMzEwtY4m2trZapg8ouxb36NEDgCVLlnDmzBn27t2LlpYWCoWCZs2aUVpaKmcv0dPT48aNG6SmpvLee+/RtGlTZs+ezZw5c5g1axYZGRkUFhbi4uKChoYGJSUlODo6AuDt7U2vXr3kdZeXAFKpVDRo0IBt27YRERGBh4cHNWrUYPTo0bi5uREUFISXlxebN29W2+7XSVUZ3qAsy054eDj79u3jl19+kT/3kiSRmprKli3m/+PFAAAgAElEQVRbuH37Nu+++y5nzpwhNTWV6dOnM3jw4EqfRfgjMPxFKb+PKikpoVq1amzevJmMjAxAPatL+fH28fFRy2D05HRVZX9501W81xQEQRAEQRAEQXhdiMAcQRAEQXiFnpayHZAz4sDzpcCuXbu22sNvgPz8fL788kuys7OpXbs2Hh4eFBUVcebMGRYtWkR8fDytW7cmMDAQgD179uDo6IiRkRGpqalYWloyf/587t27h7e3N7t378bW1hY9PT169erF+PHjsba2xsPDg5o1ayJJErVq1UJbW5spU6aQkJBAbm4uqamp5OXlcfDgQdauXcvOnTuZNm0a69evJykpCSsrK9q2bcvdu3cJDQ19bRpRhD8vNjaWUaNGERcXh6mpKbt27cLHx4cDBw7g7e2NUqnE3d2dRYsWERISQnZ2NnZ2drRu3ZqYmBgKCwuJjIzE19eXgoICzMzM0NDQ4NChQ1hZWZGYmIiPjw/79u0jMTGRnj17Ym1trbYNERER7N+/n6KiImxtbeXhFbNz+Pr6kp2dTXR0NH369Hlpx0f4b6pfvz5Llizh+PHjeHh4ULt2bb755hvee+89HBwc6NWrF1FRUWhoaLBr1y4UCgVNmjRRa5zV0NDgwoULmJub8/vvv9OyZUveffddbt++zd69ewHo3r07KpVKnqf8WlpV9rK/41lZeU6cOME333xDRkYGbdq0YdOmTTg4OLB27Vp69OjBqFGjcHR0xNDQkPHjxzN+/PinrmfFihW4urri7+8vlwGxsLCQGxvLyzzOnTuXmTNnYm9vT48ePeTSim3btmXVqlW4urpSUFBAvXr1Xuhx+DcoD7Z6kcFtSqXytWuAF/6+8gDDyMhIxo0bJw/PyMggLS0NJycntelbt26Njo4OUHXJ07t378ol7ExNTdUCaQE+/PBDIiIiyMnJUQvWtLa2RlNTE2NjY27dulXlsidPnoyPjw8NGzYkPDxc3o5/i/Jsmr1795av+U9e51UqFb/99pv8OjIyksuXL7Nz504+/fRTevfuLWfjzM/Pp3fv3mrZOEtLS8nKygLKsqWlpqYCVZcAsrW15fDhw2rDkpOTX/h+/xXPyoqTm5tL48aNycnJ4cyZMxw6dIi2bduyePFi8vLyOHfuHIsXLyY/P5/x48czceJEunbtyqpVq9DS0qJ79+4cOHCAEydOMHHiROLi4rh48SKXL19GkiS53HDFwPAXKTg4mJ9//hlNTU22bNnyj6xDEARBEARBEARBeHFEYI4gCIIg/EtVbJwFePToEXv37mXz5s1PLS1069YtEhISuHbtGjExMcyaNYvw8HCOHDlCjRo1WLduHe+99x5jxowhPDycRYsWcfLkSQwNDbG3t8fW1pZr166prTcrK4t27doB0KFDB2bOnKnWeFDecOzo6EhycjIffvghPXv2lBtZhDfLmDFjCAgI4PTp0wQGBnLz5k1WrlxJWloac+bMYdmyZejq6qKpqSnP89Zbb5Gfn4+ZmRl6enq0b9+emzdvYmZmxoMHDwCYPHkyfn5+TJgwgZKSEj7++GMCAgK4cOECt27dwtDQUF5e7969cXBwoGPHjk9tiNfQ0GD58uV88MEH1K9fX+4ZLrx65Y36EyZMYN68eWqflTfV8uXL2b59O7/99hvz58/n+PHjuLm5oaWlxZ07dzh27BiPHj3i0KFDmJqa4urqSnBwMF27dkVLS0u+nrdu3Zpt27ZhbGxMw4YN6dWrFxMnTsTFxQUXF5enrr958+b069eP8PBw2rRp87f351lZeaytrbGxsZEDSt3c3NiwYYM8rk2bNlhbW7N9+3Zq1aolfz9U9b1w4cIFPvroI+DZZa8uX74sl8uytrYmMzMTAHNzcwCaNm3KvXv3RGDOn1QeDCUI8EeAYXmgQ3lpJFNTU9599121oA5QP2dbt27NwoULMTAwoLS0FA0NDerVq0dWVhaGhoZkZGTQqFEjtRJILVq04Pr162zZsoWNGzfKy0pLS6Njx45cuXKFRo0aVbnsoqIievXqxezZs9m1axdeXl4v6zC9FJ6enuzcuRMHBwd0dXXVxtWsWZP169cTHx+Pq6srkiQxa9YstWmeJxuno6MjU6dOpbi4+JnfL6+7Z2XF6dmzJy1atMDKyoqGDRsybdo09u7dS9euXYmNjaWwsJAOHTowduxYLl++zHfffcfu3buxsrJCX1+fhw8fsnz5curVq4etrS15eXkYGBiwYMEC7O3tARg+fPg/dh2tWGpYEARBEARBEARBeP2JwBxBEARBeA0cPnyYiRMnoqOjg7e3NxkZGYSFhREVFQWUNVT7+vpSp04dbt68yaZNmzA1NWXVqlWsWbMGQC79ZGlpiYWFhdwgOX/+fA4dOiT3FraysiIoKAgtLS05xbeBgYE8b8VG8I0bNzJq1ChOnDjBo0ePGDJkCPfu3ePo0aMYGxtz7tw5WrZsiba2Nvfu3QMgPT1drde0iYkJaWlpAPz666+0bNmSunXrkpubK08PUFpaKjccWFlZicCcN1T9+vWJiYnh+vXrDB8+HAsLCxo2bIiJiQmenp4olUqmTZuGiYkJ69evR6lUUrduXaZPn469vT1r1qzBzs6OEydOyBlvWrVqhaGhITdv3mT27Nl06dIFCwsLfvzxR7788kvWr19PYGCgnJZ/xowZzJgxQ227ys8lUE9vXzEzlfByPG9j/8KFC1/C1rwcEyZMYMKECSxcuJDFixdTWFhIYGAg6enprF+/njFjxuDi4sKSJUvo2rUrmzZtYt++fSxYsAA9PT2WLVuGlZWV3BibnJxM7969iY2NZc2aNSQkJFCtWjX27dsnnwcmJiby575io/aLUFUQTcVhFf++LVq0ICUlBQcHB06cOMG4ceMwNTWVG9fLvwPq1q3LjRs3kCSJ06dPA39khTA3N5c/N1Vl/6lqHU/bTqGytLQ0evbsSVFREV9++SWTJk2iYcOGuLu7Y2RkxLRp04CyknEuLi5ERESwe/duHj16xLJly7C2tmbXrl2EhITQoUMHtUxPwr9HeYBh+fVr9erV9O/fnxUrVlRZYrWi8PBw/Pz8KCoqQktLi23btjFr1iw+/PBDSktL+eijj9DS0qJHjx6MGTOGAQMGMHr0aNzd3UlISKBu3brysr7//nsmTJiAr68v1atXr3LZ/fr1kwN7v//++5d6nF4GhUJBZGRklePKs1X16NFDLnf15LgmTZo8VzbOiuWO3lT5+fkEBARQUFBAVlYWb731lvwbqXPnzqxcuZK2bdty+fJlZs+ejaGhIe3atSMnJ4eHDx/y9ttv06dPH27dusWKFSuIiIigoKCAs2fPoqenh0qlolGjRtjY2PDuu+8ycuRIvv/+eyRJeuHfvYIgCIIgCIIgCMKbTQTmCIIgCMJrIDY2lrlz56JUKklMTCQjI6PSNLm5uezdu5eUlBTmzp1LWFgYO3bsIDk5mbt37+Ln50d0dDTZ2dkcPnwYHR0dhg0bhq2tLQMHDmTAgAHk5OSQlpaGj48Pt2/flstoFRcXk5OTU6mx3MnJSW6Qa9++Pd9++y0JCQnExcWRkJDAw4cP2b59O48ePWLy5MlcunSJVq1aqS2jSZMmODk50bVrV6pXr86aNWuoV68eRkZGuLi40KpVK5o0acKxY8f+sZ65dnZ2lRoXlEql3JgtvDhPNtxFRUXh7u5Ow4YNnzrPk41sVWW86dOnj1oj20cffcTBgwc5e/Ys33777UvZN+GvS0pKYv78+UiSxIULF2jSpAkqlYoNGzZgZGTEihUrWL16tRwwBX+co9evX2fYsGEUFRXh6ekpl957E5UH6DxpyZIl+Pj4sHz5cgwNDdm6dSs1a9aUxx84cEB+/WRjbMWSQS+6fFBqaiopKSkMHz680rjVq1fj7Owsv6+YlaeiwMBAfHx8ePz4MR4eHgQHB+Pr68uECRNo3LgxjRs3BuD999+nb9++7Nixg/r16wMwcuRIhg4dyrp162jZsiWrV6+mY8eO9OnTh0mTJgHQrVs31q5dq7aOihm0/ovKA7KGDRv2XNNfvnyZM2fOsHnzZvbs2SNnz9PU1MTOzo49e/YAZdmPXFxc+PjjjwkKCuLSpUuEhISwYcMGuYTg3bt3K5U0Ev4dnrx+VcxC87+COlq1akVcXJzaeGtr60rlj/r370///v3l9xoaGnz44Ydq03zxxRdq925VLfvJoBPhv2vjxo306dOHYcOGMXjwYBwdHUlISADA2NiYsLAwvLy80NbWloPKNTU1MTIyQldXl6+++goHBwf69++Pl5cX27dvr5Shyc/PD4VCQatWrYiNjVVb1pOfTUEQBEEQBEEQBOG/S7RECYIgCMJrYMyYMYSFhREZGcmIESPk4ZIkyT3+LSwsqFatGlZWVly6dImMjAzS0tIqNYC1bt1azo4DZQ0ft27dom7durz//vtoa2uzbds2li1bhlKpRENDg0GDBuHq6irPY2Jigr29PQ4ODvj5+REbG8sXX3yBr68vZmZmbNu2jR9++IE5c+bQs2dPQkJCiIuLY9iwYRga/j/27jyuxvT/4/irFEXKFhJJMtlSyVZRRwhFdmZIhWQb+1galC2JYZgxsoQyGfugQqicKMuMVBrTSJItIqnsLef8/ujR/SsZs3zHMuZ6/uN0n/vc57rvk/t0zv253h996eJ66b9eXl54eXmVG+fWrVsrHIf/dWauaLvx/k2dOpUrV65w5coVtm/fzvDhw7l06RL+/v44OjrSrVs3vvrqK3r37s3z589JT08nMjKSoKAggoOD2bFjB2vXrsXb25vAwEAuXbpEly5dWLt2LW3btsXb25shQ4ZgYWFB7969yyXhCB+2goICIiIiePbsGVWrViUyMpKNGzeyaNEitmzZQlxcHD/99BPnzp0r9zh/f38WLVpEly5d6NmzJyNHjqRBgwbvaS/entL0sw+Jubk55ubm0s9l06Y6d+7M6NGjy6XylJ6Dy57LGzduXK5gyN3dncaNG3P+/PkKzxcfH19h2f79+8v9vGrVKum2XC5HJpNVeA6AhQsXSrfFeeLN8vPzgZLXe/PmzeXS81RUVNDW1gaQln3//ffs2LFDSjBSKpWkpKTg6OjIyZMn0dXV/d3nksvlREZGsnTpUmnZmwrAhP+u9evXc+DAAY4cOfK+hyL8i9nb2+Pq6srBgwd/d51Xi8qh5PNTbm4uVapUQU1NDWtra+D16U9/tC1BEARBEARBEARBAFGYIwiCIAgfhJo1a7J+/XppdmXpRefk5GTatGkDwC+//EJxcTFJSUk0bdqUJk2a0L59e6kVT2FhIUCFwpSkpCT09PRQUVFh//79NGzYEIB58+Yxb968cuuGhIRIt8teyHR0dMTR0bHcugMGDGDAgAHllpVNdYCSC3Br1qxBqVRKUfJbt25FQ0OD8PBwJk6cyJUrV9DU1CQkJISkpKQ3rl9cXMzIkSO5c+cO+vr6fP/998TGxkpJHBMnTiQiIoLExMRyaRxFRUV4enpy8eJFFi5cSJ8+faQxPnjwgDFjxvD48WNatGjB+vXr/9yLJrxWeHg4BgYGBAQEcPToURITE8nKysLT05O+ffvSqFEjpk6dyvTp03FwcEAmk5GdnV0h/SkwMLDCsoCAAH766SdOnz7NDz/8IKU4CP8Obdu2BUrSDqKioigsLKRFixZkZ2fTuHFj1NTUsLS0rPC4a9euSY+1sLDg+vXrH2VhzoeotIgiLCwMMzMzkpKSCA4O5qeffiI5ORmZTMa3337L2LFjsbCwQFNTk2nTplVIOLp+/TqfffYZ9evX58mTJ0BJ4Uznzp3p3r077u7uLFy4EF1dXdzc3Hjw4AFGRkZs27aN8PBwVqxYQVFREd7e3vTq1eu1CUsfmze9fx48eBBXV9dy74UKhYIhQ4bw8uVLatasKbWwWbx4MdHR0aiqqrJ161aKiopwdXWlSpUq9OjRg4cPH5KVlYVMJqNPnz5069ZNaiUGJQWvpYU7xcXFQEnBREJCAteuXWPs2LHcvXsXVVVVjh49yt27d3nw4MFf2tdXC8AEAUqK1idOnFhu2T+dCib8bzIyMkhPT8fIyIj58+eX+xzxv3pd2uXWrVsZPXr0X9qOhYWF1DKxVOl7R9lUsVfT7BYtWiTdjouLk24bGxszZMgQaRyTJ08u95np95LxBEEQBEEQBEEQBEFMKRcEQRCED8DGjRuxtbWlT58+uLu7k5mZiaOjY7mLW3Xr1qV///5MmTKF2bNno6uri5OTE7a2tnTt2pXly5e/dtsxMTFMmTKFevXqSUU575JSqeTQoUM4Ojry008/ERUVhb6+PosXL8bAwIDo6Gg+//xzNmzY8Mb1ExISOHDgAC1btuTUqVO0atVKmqVaUFBAWFgYvXv3ltpp+Pj4sHHjRqCk+Gb+/PnExMTg5+dXbnzLly/Hy8uLkydPUr16dc6ePftuD9BHJiUlhV27diGTyfD19SUnJ4dx48axZ88eKQ0qNTVVmnksl8u5efOmlP40cOBAcnNzyyVClS67ceOGVKj2ugIO4cOmqqrKw4cPkcvlnD59miVLlqBUKqlTpw43btyguLiYhISECo8zMjKSklQSEhIwNDR8xyMX7t27x6ZNm1i/fj3BwcF4enpiamqKXC7H1NSU7Oxs5s2bx+rVq6WEo7i4OKKjo8nMzGTlypWsWrWKffv2cffu3d99nk2bNuHg4EBMTAxbtmxBoVDw1VdfER0djVwuZ+XKlRQVFbFlyxZiY2NxdnZ+h0fh3fu998PVq1dXeC88ePAgHTp0ICIigurVqwMlxb137txBLpfz3Xff4efnh1wux9PTk5MnT+Ll5UXfvn2pXr26VABbNj0PwNvbGwcHB3r06IGPjw8AHTp0wNbWVmojOHv2bIqKitDT06N9+/ZkZWWxbNkyAA4cOECHDh2wt7eXkk+Sk5Pp27cvNjY2PHnyBLlcLrXN9Pf3x8bGBnt7e27evAmAmZkZrq6umJmZkZiY+PYPvCAIf0pGRgbR0dHv7Plel7b5PpQdR2lbYEEQBEEQBEEQBEH4IyIxRxAEQRA+AKWzK0tnnh49erTc/RkZGTRs2BB7e/tyM0VHjRrFqFGjyq1bdnbpq+07ZDIZcrmcadOmsWrVKqktxdvUunVrABo0aCC1t2jQoAEaGhr88MMPHDt2jKKiIqysrN64/qNHj8olZ7Rr1474+Hjq1asnLYOKaRwAtWvXxsDAAKDCPqekpDB37lxUVFR48uQJHTp0eFuH4j/BxMQEV1dXZs6cCcDLly/p168fPj4+LF++HB8fH0xMTDh37hzdu3dHoVC8Nv0pNze3wrLs7Gxp1vPrCjiED1/NmjXR0tLC3t5eKrJSU1Nj1KhRWFtbY2dnV+Exc+bMwc3NjYKCAvr27Yu+vv67HvZ/nrGxMRoaGujr65Obm1vh/rp160qFn69LOEpPT8fCwgI1NTXpdS9t0wglBShQUrQ3adIkoKSQ6/79+6SkpNC9e3cA7t+/z4MHD96YsPQx+b33w6KiogrvhZUqVcLCwgL4/8LFlJQUqd0XgJ6eHkOHDmXhwoWMGDECFxcXevfuTcuWLYmIiABKiiVLi99KEytK03dKbd68udzPbm5u9OnTh759+9K9e3dq165N165dmT59Ovv372fPnj0YGhqiVCqJiYkBICwsDF9fX6KiotDR0QFKCsCio6OJi4sjNjYWPz8/AgICuHfvHufPnyc+Pp7g4GCRriMIH4hNmzYRFxfH2bNnUSqVDB48mOvXr3Po0CEaNmzIlClTSExMRFtbmx07dpCQkCC1siv9jOLu7s6oUaO4desWBgYGGBgYsHDhQh4/foyrq+trk9rWrl3LvHnzePr0Kbq6uuzZs+cPx1pQUFAhVSwtLa3CWP4oZaxOnTrlEuMmTJhAbGwsSUlJDB48mNq1a/P5559z/vx5Hj9+jI6ODvHx8VJx45dffklMTAyVK1dmx44dIgFQEARBEARBEAThP0QU5giCIAjCB6R05qm9vf1r7/87Ee6lF9ZkMpl08XPNmjV/+Di5XI6BgQFGRkZ/6fleVfbia9nbzZs3L1fAUVhYSFxc3O+ur1QqpeQMJycnLly4gLGxMfD/7bvKpnGcOHGCHTt2AJCTk8Pt27epVauW1IqjlImJCS4uLtKFzKKiov9pf//rnJ2dmTJlivQ7LJPJGDBgAOPGjWPw4MFcvnyZuXPn4ubmxtKlS7G2tmbZsmVS+lOlSpWwt7dnwYIFr11maWlJly5dMDMze897KvwVMplMKg4IDw+vcP/48eMZP358uWWlLUsaN278n2pfkpubS3R0NAMHDnzfQ5G8roim7LKyLRRLz9O2trYkJCQwefJkmjRpQlJSEh06dJCK63R0dLh79y5KpVJqnVRatNe6dWsUCgV16tTB1NSUY8eOUalSJQoLC1FRUXljwtLH5PfeD5s1a1bhvVBFRYWkpCQcHR1JSEigU6dOmJiY4ODgICU6FBYWUlRUxOrVqykoKMDGxobevXuX2/bfsWjRIubPn8/OnTuldpBXrlzh/v37zJ8/n6VLl1JUVCS1zywtOCot9CotzMnIyJAKt9q1aye1kvmjwjDh36e0EP33/t4V/h08PT0xMjLCw8ODAQMGEBkZyc6dO9m/fz/W1tY8ffqUU6dOERISwoYNG+jYsWOFbZw/f54qVaoQGRmJv78/z58/B/4/qe3AgQMEBwfz9ddfs337duRyOWlpadSpU4fw8HDpPemPlKaKzZs3D09Pz9euUzZlLCUlBT8/P9q3b4+npyfu7u4olUpUVFSkcZS1YMECdHR0OH36tPTZa+zYsVIhUceOHfHx8SEuLo7Tp0+jqqr6p8cuCIIgCIIgCIIgfBxEYY4gCIIgvCNFRUWMHDmSO3fuoK+vT7du3QDw8PBg4cKFyGSycjNPN27cWG6Gpq2tLWFhYdIMzcDAQBITE1EoFOzYsQMDAwOsrKywtLQkNjaW5cuX06tXL+7du0enTp3IzMykSZMmQMlF8tIZq7dv3yYjIwNDQ0MCAwO5du0aw4cPJy8vD01NTQ4cOPBWWsdUrVqVjIwM6aLMtGnT0NbWfuNjBgwYgIuLC7a2tujp6TFnzhzi4uKk+1+XxgFQp04dFi5cSGJiIt7e3uW2+eWXX+Lp6UleXh6qqqps3rxZOk7CX6eiovK7sf6l6TcAx44dK3ff69KfXrds6dKl/9BIBeHDlJuby48//vinCnMUCkW5oph3qVGjRgwaNAhfX99yy1+XcPTFF18wfPhw6tWrR7169QAYOHAgAwYMIDQ0lJo1awIwduxYXF1d+f7772natClbt25lxowZdOvWDRUVFVq2bMl33333xoSl/4KaNWty+fLlcu+FCoWCwYMH07NnT+l4mpmZUb9+fWQyGSoqKnz22Wfo6Oiwbt06nj17houLC5mZmaSmplKnTh169OjBuHHjpOd5/Pgxn332GampqWzYsIH27dsTHh7OihUrKCoqwtvbm169ejF48GAaNWrE8ePHady4MaNHj6a4uBilUknjxo0JDAzkzJkzrF69mmHDhr220AvA0NCQpKQkAC5cuEDTpk2B1xeGCR+O1xXZyOVy6e9MKElwNDU1lYqgf68QvWxyifDv0rJlS1RVVdHX1yctLa1CymVMTAydOnWS1i8tcrl+/br0N7u5ubnUUtbY2JiOHTtSr149qUivlLGxMaampowYMQJLS0tmzJjxh+MrTW6DklSxGzduACVJOmvXrqWoqAhtbW3S09OJiIigSZMmvHjxAnNzc3799VfatGmDUqlEV1eXly9fkpaWhqurK5cvX2bZsmWkpKRw//59evToQa1atbC2tqZVq1ZUqlQJGxsbUlJSCAkJYfbs2TRr1gxtbW00NDTo1auX1CZQEARBEARBEARB+LipfEhfbLVr10554cKF9z0MQRAEQXgr9u7dy2+//caCBQtYunQp6urq1K5du1xhDkBkZCRLliyha9euZGVlYWRkxLBhw0hOTubs2bNoaWmxefNmCgsLmTRpEpmZmVSrVo0zZ85Qr149qV1EtWrVOHHiBDVr1uTRo0e0b98ebW1t9u3bR4sWLWjVqhXPnj2TinA2b96MsbEx9+/fZ9OmTbi4uHD//n1GjBhBYGDg+z14giAI/0JKpZKJEydy5coVNDU1pXNrYWEhbdq0Yf369Zw5c4bp06dTrVo1XFxcSEtLY8uWLbRo0YK9e/dy6NAhgoODAVi7di1t27bFzMwMU1NTWrduzdy5c9/zXgr/ZgUFBaiqqqKmpoaLiwt2dnbcuHGDpUuXUqtWLW7evEleXh7jxo0jNDQUe3t7IiMjUSgU9O7dm6ioKNq1a0fz5s3Jysrixo0bmJubk52dzdatWwkICODcuXM8efKEVatWAVRoZWNoaCgt8/PzIywsjMqVKxMcHEzjxo2l9ImMjAwWLlxYoU2n8H69WoTzumWvngsVCgW//vorxsbGREVFMX/+fE6ePElOTg6TJ09m4sSJ72t3/pTSAnc1tf/2XLe4uDjCw8MxMzNj1qxZtG3blvT0dJo1a8atW7e4d+8eN2/epHv37mRkZNCgQQMaN27MihUr6NixIxoaGrRp04a6desybNgwJk2aRGFhIbq6uigUCvz8/Ni3bx9PnjwhISGBe/fuUb9+fTZv3ky7du3w9vbmu+++Y+DAgRQXF7/x3LB7927S09Px8vJi/PjxNG/enOTkZHr27MnatWsZO3YsYWFh5OXl0alTJ5YuXUpgYCAKhQIrKyvWrl1LUlIS27dvx97eniVLlqCmpkZgYCCnT5/G2dmZu3fvcvbsWWxsbFBTU+OTTz7h1q1bbNmyBTc3N168eMGJEyeYMmUKhYWFODs7s3r1as6fP/8/vxbvs1BXEARBEARBEAThv0xFRSVeqVS2+zPr/re/RRAEQRCEd+jVmaNlv4R9tVA2PDwcO9ivJk8AACAASURBVDs7Hj9+TEJCAtHR0SgUCtLS0liwYAGNGjWiY8eOPH36FC0tLT755BOys7MpLCzk3LlzPHr0CBMTE7Kzs6lSpQpqampUr14dgOXLl2NgYEBUVBR2dnbSl7j6+vps374dS0tLmjZtyqhRo4iJiWH+/Pnv6AgJgiB8XMLDwzEwMCAgIICjR48SGBjIiRMnpCKIq1evcuTIEfz9/aV2gzdu3ODmzZuEhISQnZ1NaGgop06d4tGjR4wePZqDBw9y+/Ztzpw5Q7Vq1d73Lgr/cg8fPmTChAnk5uaSkZFBs2bNpPuMjY3R0tJCS0uLvLw8srOzSUlJoXv37gDcv38fpVKJhoYGISEhuLu7ExAQILWZBPD396/wnKWFyGVTUUqXeXl54eXlVW792NhYoKSA520X5fzdFksymQy5XM7y5csZOXIkDx48QKFQ0LZtWxITE4mPj2fMmDH/09hKC5Q+NKVpj76+voSHh+Pk5ERsbCznzp0jICCAJUuW8Pz5c7S1tQkMDGTBggVcuXKF58+f07x5cyIjI9m4cSOFhYVUqVKFCxcuSGkkpamRX3755fveTeE1WrdujZeXF+fOnUOpVHLo0CE8PDxITk7m559/plWrVhgaGqKhoUF8fDxxcXHMmDGD0aNHY2trS48ePYiMjOT+/fvMmDGD/Px8qa1laTvaUvfu3UMmk5GVlcU333zD1atXSU1NxdHRkR49ehAREfHGsfbv379cqpi2tjaZmZksWLAAfX19ABwcHNizZw/ff/89cXFxGBgYULVqVb7++muuX79Ow4YNmTBhApUrVyY0NJRatWqRmppKREQEixcvxs7Ojs6dOzNp0iQ2b94MQF5eHoaGhqioqNCkSROcnZ1JSUmhUaNG2NnZERAQ8KePd2ZmJiNGjJCKe4cOHcrq1aulwrcbN24QFBSEnZ0d58+fRy6XlztvlJ6nzp8/z5w5cygsLMTDw6NCOqUgCIIgCIIgCILwdojpFIIgCILwjhgZGREfHw+UtGgwMTHh7t27ACQnJwOgrq5OcXExKSkp/Pjjj1y8eJGXL18SERHBuHHjyM7OxsPDg4cPH3L16lXOnTvHkiVLgJKI9mfPntG1a1cGDhxIYWEhderU4eXLlxQXF/PkyRMAUlJSSE9Pp1u3bly/fp2cnBwAatSogVKppHbt2vz0008oFAop5l0QBEH461JSUti1axcymQxfX19u377N4MGDkclkxMbGkpmZycSJE9mzZw8jR47k559/Lvf49PR0kpKSpPN6bm4uACYmJqIoR/hH/PDDD/Tv3x+5XI6NjU259mBpaWk8ffqUzMxMtLW1qVOnDqampkRFRSGXy0lKSirXZqr0b5h/s9IWS2UpFIo//fi5c+eir69PYmIiFy9eBEra8/yvRTkfMk9PT0aOHMnNmzfZvXs3UJKYY2BgwKZNm7C2tqZdu3Y8fvwYDw8PLl++TLVq1ejUqRMdO3bEx8eHGjVqcPDgQfr160eXLl2Qy+V4enpy8uTJCoVa/zSZTEZRUdEb11EoFHh4eGBnZ0fv3r0BWLBgAe3bt2fLli0A+Pn5YWdnR8eOHUlISJC27eXlVW690NBQLC0t8fT0pHPnzkDJ/zUHBwfs7Oz+VS07dXR0OHXqFD4+Pri5uQElBWQeHh4ADBkyhIkTJ6KhoUH//v3x8/PD2dmZbdu28fTpU4KCgoiNjWXixImsXr2aZs2aYWRkhL6+PnPmzAFKPp8EBQVhbGzM7t27CQoKQl1dXUq52bFjh9Si6k2qVKlCWFgYx44do1evXqiqqnL06FEWL15Mjx49cHd3JyEhgb59+9K9e3dOnjxJ7dq16dixI7t27WLs2LGkpaUhl8tJS0uTxnL79m28vb2xsLDAzMyM8+fPS8ciKCgIPT09MjIyOHHiBOnp6Zw4cYLevXuza9cu6tev/5eOd506dThx4gSxsbHk5+dz9epVCgoKCAsLo0ePHgQFBREXF/eHrTC9vb0JDQ0lNjaWHTt2UFBQ8JfGIZfLSU9P/0uPEQRBEARBEARBEERhjiAIgiC8MwMGDODy5cvY2tqSnJyMk5MTERERODs7S+u0bt2auLg4QkNDMTc3p7i4mJcvXzJz5kyWLFlCmzZtsLCwICsrCx0dHbp06cLhw4dRKpU0adIELS0t5HI5crkcMzMz1NTUqFu3LtbW1jx48AAouaDbtGlToqKi8PT0xNrautw4W7VqxaJFi9i7dy9aWlqoq6u/0+MkCILwsTAxMcHV1RW5XE5sbCzGxsbliiCUSiU1a9Zk/fr1+Pv74+PjU664oUmTJrRv3146r584cQJAtKsQ/jH29vasWrWK/v378/Tp03L3NWrUiNGjR9O3b1+8vb1RVVVlxowZdOvWja5duzJt2rRy6/fs2ZOJEyeyYcOGd7kL/6hNmzbx/fffS/s4ePBggoKCyhVdLFq0CIVCQXh4OJaWlowbN04q7HB3dyctLY1NmzaxcuVKRowYgVwul9IH/f39sbGxwd7enps3bwJgZmaGq6srZmZmJCYmAjB06FDs7OxwcHAgPz///RyMv6hRo0bk5OTw8OFDnjx5QkREBAYGBtjb21O7dm06depE9+7dad++PRoaGiQnJ7Nr1y6eP3+Orq4ue/bs4dKlS6SnpzN06FAuXbrEiBEj/jAJ5X+VmJj4h4U5hw4dom7dusTExHD48GGg5DWKjY2VWg1OnTqVmJgYbG1tWbx4sfTYV9fz9/eXilmysrIAmDdvHlu2bCEmJobLly9z+/btt7Grb1XZIr2yt5s3b17ufXDZsmUVCgJXrFjB1KlTuXXrFgMGDAAqpomW3aZSqaRx48b8+uuvAFy6dOlvj7t///6cOXOGnj17kpubKyXpODo6Sp+dzMzMqF+/PjKZjK5du7Jt2zZCQ0Pp0qULVlZWDB8+HCj5PzBo0CB+++03afuLFy9m+PDhUpLO//K56uHDhxWKe0vTWLOzszEwMKBSpUqYm5tXeGzZ45mUlISzszMymYx79+5J+/lnixBFYY4gCIIgCIIgCMLfI1pZCYIgCMI7oq6uLs0kLhUXF1dhvVOnTqFUKpkyZQrq6uro6Ojw/PlzBgwYwLhx4xg8eDBKpZKzZ8/i5uZGYmIi1tbW6OrqsnLlSmxtbalUqZLUakJPT4/Y2FhkMhmRkZE8evSIjIwMHBwcUFVVxc3NjbNnzzJ79mwMDQ3R0tLiwIED3Lx5kz59+rBp0yYWLVr0To6RIAjCx8TZ2ZkpU6ZIbXHs7OxYtWoVBw8elNbZuHEjP/74I0+ePGHOnDnUr1+fnJwcBg8ezKZNm3BycpLO6/b29ixYsOB97Y7wEbKwsJBS+0qVtpVKSkqqsL6joyOOjo7llpW2SRk8eDCDBw9+OwN9Rzw9PTEyMsLDwwMnJyciIyOpVKkSz549w8vLi7S0NGxsbJg3bx5+fn7ExMTw6NEjunbtWmE7RUVFeHh4IJfLgZJWPNHR0cTFxREbG4ufnx8BAQHcu3eP8+fPEx8fT3BwMObm5gQFBVG1alUCAwOltI43USgU761gr2wxobOzM+PHj8fa2ppu3bpx+vRpDh06RKdOndi3bx+//vorz549w8nJiTNnzqCjo8PUqVPZuHEjSUlJZGRk8OOPP/Lll1+yevVqCgoKsLGxkVJq/gkKhQJPT0+uXr1K1apVAfDx8SE6Oprx48czZswY/Pz8iIiI4MWLF2zYsIHU1FTCwsJQKpVERkaSn59P69atOXr0KAkJCXh6ehIdHU2DBg14+fIlV69exc7Ojps3b9K6dWt8fHyk9LOioiKqVatGtWrVqFOnDgBXrlxh5MiRAOTm5nLnzh0aNmz4j+3z+1S1alUyMjKk98Fp06Zhb2+Pq6ur9F5YmooUGRmJhobGn9qunp4e5ubmdOnShZYtW/6lgpeybfRKk3QAqVXe0aNHKzxm3rx5zJs3r9yyYcOGlfv5hx9+kG6XnhctLCw4c+ZMufXKtuQrPT/8GaUFTe7u7owYMQI7OzsiIyOBkjSdW7duUVRUxNChQ0lMTKR37948evSIjh078vz5c6m4qaCgAAsLCx48eICrqyszZszgyZMn+Pr6cuHCBamIbO3atbRt25aAgACCg4PR1NRkw4YNBAUFceDAAbp3786qVav+9PgFQRAEQRAEQRD+61RenYXyPrVr10554cKF9z0MQRAEQfhPS01NxcPDg6dPnzJmzBgmTpz4vockCIIgvENyuZyvv/4ahUJBTk4OERERzJ49mytXrqCpqUlISAjLli3Dzc2NzMxM5syZQ0JCAm5ubqxcuZK6deu+710QhD/0aoHGzJkzmTJlCnl5efj7+3PkyBEyMzOxsrJi586dVK5cmerVq5OUlETTpk3Jy8uT2vCcO3eO2bNnk5aWRn5+Pk+ePCE9PZ1Ro0Zx4cIFzp07x+jRoykoKODBgwdUrlyZvXv3MnnyZKKioti5cyfDhg3j2rVrTJ8+ndu3bxMeHs7jx4+pWbMm586do1mzZrRp00ZKl7l16xajRo2idu3aUoHVrl27KCoqwsHBoUJLrrclLy+Pvn37oqenx4YNG2jUqBE7duzg559/pkmTJvj4+PDs2TNMTExYtGgRMTEx5OfnSwUFS5cuxdvbm8zMTAA+/fRTZDIZ69at49mzZ7i4uDB9+vR/bLz79+9nyZIl6OjooKmpyblz5xg4cCCXLl0iPz+f1NRUFi1aRHR0NLm5uTRo0IBx48bx6aefMnz4cJKSkkhJSSE/Px9TU1Nu3bpFv3792LlzJ0VFRRgYGFCnTh2mTZvG+PHjsbKyIikpidatW3PgwAGMjIzo1KkTAL/88gt37txh2LBhrFmzBj09PYqLi1FRURHJaH9CUVERampq7N69m/T09P+57VlpwUzZwp0PSUJCAq6urjRt2hQoKXKKjIyU2p9t2LCB1atXU6NGDXR0dDh27BiffPIJ2tradO/enY0bN5KXl4elpSUqKipUr16dx48fY2lpycaNG8nOzmb06NEcOnSIR48eMXr0aDZt2sSnn37KiRMnqFSpEgqFgsWLF9O5c2dpEoggCCVK2zgaGRkRERFBcXExTk5O73tYgiAIgiAIwlumoqISr1Qq2/2ZdUVijiAIgiAI5XzyySecOnXqfQ9DEARBeM/CwsLw9fUlOjoaAwMDAgICOHr0KBs2bMDa2pq4uDju3r2Lnp4ejx8/JisrSxTlCP8ape2JAgMDUSgU2NrasmbNGiIiIli9ejUtW7YESloRHT58GB0dHbZu3Ur79u2ZPXs2y5cvZ86cOSxdupThw4dz+fJlqSVSy5YtGTRoEKtWrWLWrFmYmJhw/PhxatasSYMGDahfvz7Dhg3j4sWLFBYW4u/vz/Tp0zly5AihoaE0atSIUaNGcenSJdq0aUOdOnVo2bIlp06dYv78+URHR9OsWTPu378vpfr07duXx48fc+bMmXd6wVxHR0f6u/HRo0f07NmTfv360a9fP4KCgli4cCEeHh7S+g4ODhW2MWjQoArLXk0j+accPHiQTz75hD179qBQKKhVqxbjx4/HzMyMevXqAVCrVi2USiUaGhpcvHgRZ2dnFAoFFy9epF69ehQUFACQmZmJhYUFK1asYPfu3dja2vLw4UPy8vJYvnw5xcXFLF26lMWLF/Pzzz/Tr18/3N3diYuLIysri1q1agHg6+vL6NGjefnyJerq6uzfvx8tLa23sv8fk3nz5nH27FkqVarEnj17/uft/ZmCnNIEUjW1N3+dGhQUhKurK6qqqri7uzN//nyMjY3/p/G9KeEMwMPDg7y8PNTU1EhNTUVVVRU9PT1Onz4NwNmzZwGoXr06x48fp3LlygQFBUm/z+np6VKyU6nr16/Ttm1bKlWqBLy5laZcLi9XKHTv3j22bNlSIWlIED40ubm5REdHM3DgwN9dp2wy3aspdaWPv3TpEp07d8bIyIhevXq99XELgiAIgiAI/z6iMEcQPkKvfiHyd02ePJlvv/32HxqVIAiCIAiC8G/RunVrAPT19UlMTOTHH3/k2LFjFBUVYWVlhY2NDbNmzUKhUDBixAgOHTokXdQWhH+Do0ePcunSJfr168fDhw958OABvr6+JCcno6qqSk5ODrm5uSxfvpz27duzb98+nJycePr0KSdOnMDR0ZHNmzdz/Phxnj9/TlZWFu3bt6dy5crI5XJCQkIoLi5m3bp1aGlp8dtvv+Hg4MCRI0cwNDRk7969bNiwgcOHD3Pt2jUmTZrEkSNHsLKyIjIykosXL9KsWTMAnj59KrVHysrKolmzZjRr1gwzMzPpgvnAgQM5dOgQ0dHRzJ8//50fz99++w0PDw+WLVv2zp/7r1BRUZFa+pQyNTWlSpUq0s/+/v4YGRkB8PLlS1RVValatSpnz55FU1OTGjVqSIUZx44dIzc3FzU1NWJjY2nSpAk7duwgNTWVly9fYmVlRbt27fjyyy+ZNWsW+vr6XLhwgc8//5zSxGhjY+PXtk8S3szf3/99D+F3BQUF4eLi8reSj/5ua7pvv/2W7du3k5eXR3R0NAqFAoVCQX5+PoDUcg7KF9iU3m7SpIl0rgMoLCwkNzeXhIQEaUwKhaJc+7o3qV+//t8uyilb2CQIb0PZdMjMzEwMDAz49ttvKSwspE2bNqxfv57o6GjWrFmDUqlk4sSJLFq0CAsLCzQ1NXFwcMDPz4+nT5/y2WefER8fz5kzZ6Q2b6amphQVFZGVlUXbtm3p3bs3oaGhpKSkMGXKFEaPHk1WVha6urqEhIT8pXZ8giAIgiAIwr+X+IQjCMJrKRQKUZQjCG9RRkbG32oxEBERweHDh4GSWZGdO3cmLi6OLVu2/NNDFARBEP7Dyl64rlGjBq6ursjlcmJjY1m2bBl169bl7t27qKurY2Njw1dffYW1tfV7HLEg/DUGBgbk5ORw6NAhevfuzePHjwkLC8PZ2Zlq1aoxZswYzM3NadWqFQ4ODujr6+Pm5oZMJqNatWpYWFjQpUsX+vfvT1FREWfPnsXY2BgtLS2ePn1KVlYWZmZm1KhRg3Xr1mFqasqDBw9wdHRk+vTpNG7cmF9++YUjR45gZGREdnY2QUFBXL58maNHj+Li4sLMmTNZuHAhx44dY9KkScTExDBo0CBKW5KXvWg9aNAgdu/eTWZmplRU8k+7d+8evr6+r72vefPmxMbGYmtrKy1zd3cvl5bzIejfvz9XrlzB1tZWajHyaqHO8+fPKS4uxsLCotzyV9fT19enc+fOzJw5U7rPwsKCuXPn4u/vzzfffMOzZ8/YtWsXn3/+OQ8ePCA1NRU7Ozu+//57XFxc3uKeflwSExPf2ucduVxOenp6uWWzZs3il19+4fjx49LvgZubG/fv32fBggW0atUKb29vAM6fP49MJsPGxoY5c+ZgZ2dHXFwctWvXZsKECRw7dowePXrQuXNn2rdvj729PTKZjK5du2JhYUHDhg2xt7fHxsaGkSNHUqtWLbp27SoVuQ0dOhQ7OzscHBykIpv58+dja2vL5MmTpaSfZs2aUbt2bQoLCxk4cCB9+vTB29sbBwcHevTogY+PzxuPg66uLk5OTtja2tK1a1eWL1+Orq4ugwYNwtramq5du3L16lVkMhnLli1j8eLFFbaRlJRE7969sbe35+LFi9Lv+NSpU7Gzs6NLly7cvHmTgoIC+vTpQ9euXRk6dGiF7QQFBaFQKMote/Xnv0upVErnUOG/65dffuHUqVNS4evJkydRKBQcOHCAnTt30q9fP3bt2kVsbCwHDhygd+/eJCUlMW/ePDw9PVm2bBkqKioMHz6cNWvWEBUVBYCnpydZWVkAXLlyhXv37rF//37MzMyYPn06Dx8+xM/Pj8uXL1NcXMzz58+lYjhBEARBEATh4ycScwThI5WcnEzfvn3JyckhIiKC2bNnc+XKFTQ1NQkJCeH58+eMGDGi3GwQuVzO6tWrpdkgvr6+xMbG4u7ujo6ODvHx8dIXOufPn2fChAmYmJhw5coVLl68+L53WRD+VUoLc+zt7d+43quRyWUjka9cuUJsbCwANjY2b2+wgiAIwn+atrY2Fy9elN6zpk2bhrOzM3p6epiammJoaMiDBw9EYY7wr2Jtbc3evXuxtbUlNzeXoUOH4uDgwK1bt+jRowdt27YlKioKS0tLEhMTefHiBRYWFlSrVo3NmzejqamJk5MTXl5ehIeHo6KiQrdu3YCSIpXSJBsoSaBSVVWV/qaLiYlh/fr12NnZ0bBhQ+bMmYObmxsFBQX07dsXfX39cmPt2LEjvr6+XLhwAR0dHSlJpyxtbW00NDTeahur/yUB40PRv39/Dh8+zNWrV1FRUcHc3FxKvzE3NwdK0odSUlKoVauWtOx16/n6+kqFSpqamkDJ67BixQpiY2MpKipCS0uLevXqMXbsWKpXr86oUaOwsbGhevXqJCQkYGdnx4sXL9iwYQP169dn+vTp7Nq1i6KiIhwcHNi3bx8DBw5ERUUFU1NTvvnmm3d6vP6KoKAg4M+1hPqrzM3NpeP+T1IoFMjlcqn9TKk3tWscOnQoRkZGrFy5ksWLF+Pt7U1oaCjVq1enXbt2NGjQABsbG7p160Z2djY9e/bkzp07dO7cmcDAQH7++WdsbW2xsrJCXV2ds2fPEhwczPz581FXV2fNmjW4u7tLxSNBQUFUrVqVwMBAdu/eTZ8+fbh48SKnTp1i9+7dHD16FB8fHw4dOsSqVauIjIzkp59+4siRIwD07Nmz3D7L5XLp9quv1ahRoxg1alS5ZRMnTmTixInSzyYmJsTExLz2eL548YITJ06we/dujh8/jlKpxMPDgytXrqClpUXXrl2xsrJCV1eXunXrcvLkSWQyGV5eXkRGRjJ+/HhMTU1JTEykW7dueHh4EBUVhZaWFqmpqRw5coSRI0dy584d9PX1+f7775kwYQIzZsygRYsWfPPNN+jp6SGTyRgzZgyPHz+mRYsWrF+/noULF3Ljxg3u3LmDr68vU6dOpUqVKvTo0YOmTZuSnZ3NpEmTpCIwMVHt43b+/HmcnJwICQlh5cqVHDhwgJo1azJkyBDy8/OZMGECGhoaHDt2THpM5cqVadiwIQMGDMDT05OgoCAOHjxIXl4ezs7OGBsbo6OjU+55ateuTUxMDLdv38bMzIwVK1ZIRbwqKiqcOXMGS0vLd737giAIgiAIwnsiCnME4SMWFhaGr68v0dHRGBgYEBAQwNGjR9mwYQMzZ87kxIkTqKmp4eLiwtWrVwEoKCggIiICoNxsSJlMxtq1a+nYsSM+Pj4sWbKE0NBQatasSePGjd/L/gnCv9mmTZuIi4vj7Nmz2NnZER0djaqqKlu3bgVKvhStXbs2jo6ObN++nQ4dOpCZmUn37t0pKioiIyODS5cu0adPH7744gupfV1AQADBwcFoamqyYcMGTExM3vOeCkJ5Bw8exNbWllq1ahEUFISpqan4MlIQPjAymQyZTAb8/0W7Vy/UAQQHB0u379y58y6GJgj/GFVVVfr27cvSpUsJCgqiqKiINWvWsHDhQlq2bEl8fDxyuZylS5dibGyMn58fSUlJeHl58dtvv9GuXTssLCwYPXq0dAG3sLCQO3fuSK2k5HI5MpkMFRUVYmNjpf9XX3zxBcbGxtJYGjduXO5iOYCPjw99+vRh8eLFnDx58rUTIUJCQsr9rK6u/tr0iT8rMzOz3OQNFxcXpk+fTrVq1XBxccHe3p758+cTEhLC1KlTSUxMRKFQsGPHDgwMDLCyssLS0pLY2FiWL19erqD8Q6Gqqvq7ySulr8HmzZt/976yt589e0a1atW4fPkyzZs3B/6/OKXs6ztr1izu379PcnIynTt3Zs+ePRgZGeHl5YWxsTFpaWn4+PiwY8cOnj59yuPHjzlz5gzdu3fn4sWLyGQyFi5c+J9O+ZDL5Zw4cYLDhw9jbm5OfHw8ixcvJjAwkHv37nHo0CEaNmyImZkZLVu2JDU1lQ0bNtC+fXtCQkJYt24dlSpVYv369ZiZmdGpUyepJc2PP/4otZ8ZOXIkU6dO5cmTJyiVSlq1akWjRo2kor3nz5/TqlUrJk2axO3btxkxYgRJSUk4OzsDkJOTg42NDZcuXaJBgwbUr1+fuLg4mjdvjoaGBo8ePcLOzo6LFy9y/fp1GjVqRGpqKmPHjqVSpUosXryYkJAQRowYgYuLCw4ODsyaNYvk5GTy8/MZMGAAN27coFWrVkBJwdLRo0d59uwZN27cYObMmTx69Ihq1aqhVCorpDy9baXpQubm5mzevJnCwkJsbGxo2LAhkZGRLFmyBGdnZwICAmjTpg0jRozg9u3bDB06lIULF9KjRw9OnTqFubk5kZGRqKmpERUVhY2NDevWrWPv3r20bNmSnTt3snTpUvbv38/gwYPZt28fCxYsICIigr179+Lt7Y2XlxdWVlbMmTOHs2fPAvDJJ5+wbds2AgMD8fT0lAqgXrx4waBBg5g0aRK7d+/ms88+e6fHTXj3+vXrh5+fHyNHjqRJkya8fPmS/v374+7ujq6uLhoaGkDFpDSA7Oxsdu/eTWBgIPr6+jRp0gQoeQ8um+xUes6WyWSkpqbSo0cPoCSVrbR9YsOGDd9qQa0gCIIgCILwYRGtrAThI9W6dWugJF47MTGRXbt2IZPJ8PX1JScnh4cPHzJ48GBkMhmxsbFkZmYC0LZt2zdur3QmYH5+Pg0bNqRatWqvnbEpCMKbeXp6MnLkSNasWcOdO3eQy+V89913+Pn5AXD//n12797N6NGjARgwYEC5iy9Lly7F1NSU8PBwadn9+/fZu3cvcXFxnDx5UvzfFN6pPxsvf/DgQXJycoCSC/6iKEcQhH/am1qelL1v8uTJwOtbZpS9v+x5S/hvqFmzJpcvX8bW1pbk5GQGDRpE//79OXPmDD179iQ3NxcAMzMz6tevL7Wl2bZt219+LplMRlFRUYXld5W1rAAAIABJREFUd+/epXr16pw6dapc+s6rSn93PT09qVu3Lnp6etJ9pQXf8P+/z6/j7u5OWloaR44c4dNPPyU2Npb8/Hy+++47/P39iY6OrlCc5+fnR0xMDD4+PmzcuBGAhw8f4u3tzeHDh6VlH7PS16Vy5cp89dVXv7uejY0NZ86c4cqVK6Snp2Nubo6enh5RUVHY2tri4eEhfR4fOHAghw4dYvfu3Xz66afY2dmhUCgYPnx4hUKsD0FBQQH9+vWjV69eUrLE4sWLkclk2Nvbk5GR8dplGRkZdO3alX79+tGpUyeuX78OQGBgIF26dKFLly5SMZqZmRm+vr6cPXuWu3fvsmHDBjZu3MiSJUsICwtj5syZ7NmzB4Bbt26xefNmQkNDWbRoEcXFxXzzzTecPn2aHTt2SIlP2dnZzJs3j9WrV+Pu7s6qVatYtWoVJiYmyOVy4uPjycjIQEVFhWbNmpGWlsaCBQuoXLkyycnJeHp60qhRI3bs2IGFhQWHDx9GLpezefNmtLW1pQv0pRf179y5w/79+1EqlXzxxRdoampSt25d5syZQ1ZWFl26dOH48eOsW7eOixcvsm3bNsaOHUuHDh3Ys2cPa9euZdKkSWzbto3t27fzww8/kJOTw6BBg4iMjCQ1NRUjIyNWrVrFyJEjSUpKYsuWLeWOZU5OjnSumjJlyh+2k/o7kpKSpH+7detGfn4+rVu3llphGhoaoq6uTpUqVaTjl5OTg66uLlWqVCnXnq+s0s8L165dk76zateuHWlpaXTr1o2TJ09y//59qlevTrVq1UhJSWHu3LnIZDKioqKk/1+l2xk6dCiXLl1ixIgRRERESK/HzZs3OX/+PFZWVv/I8RA+XNWrV6d37974+/uzd+9elEolq1aton///uX+JqxSpQp3794lOzubgoICoKTtm5WVFf369WPMmDHo6OhQXFyMTCZj48aNUiFYadH6kCFDyMzMZPDgwQBYWVlJyXo1a9b83d97QRAEQRAE4eMjEnME4SNVdlZHjRo1cHV1ZebMmUDJTM5vvvlGmg0yYsQIaSbH730gfHWWiLa2NpmZmdSoUYO0tLS3tBeC8PFLSUmRZlMD0sUUMzOzchdh/kzxwvXr12nbtq30OPEFj/BPk8vlrFq1iqKiIl6+fMlXX33FzJkzpXSnVq1aMWfOHAoLC/Hw8GDUqFG4ubmRkZGBqqoqwcHBREREkJKSwuDBg3n69CmdO3emS5cuDBkyhIKCAmrUqEGvXr1wd3dn8eLF5dKkDA0N3/chEAThX+BNLU/K3leachIUFISLi0uF983S+w8ePEjr1q2pVavWWxz1f0PZFp3v2+uSoQAWLlwIIM1sLyssLKzCsnnz5lVo71S2gOJ1SSt/xuzZszl58iSjRo3iwYMH5OfnY25uzpo1a9i+fTtHjx7lyZMn+Pr64u7ujrm5OWfPnuXAgQNSioiqqqpU5P1n2rI8efKE4OBgdu7cSUZGBsHBwezevZstW7YwefJk6tatK627YsUKoqKiKCwspEWLFgBSexpAKl76mH366ad8+umnf7he3bp1uXv3Lg0bNuTYsWP079+fCRMmsH79ehISErh27Rpjx44FYNCgQVJqkZGRES9evGDx4sVAyflr5MiRb3Wf/qqDBw/SoUMH5s2bh6enJ48fP5YmHaSkpODn58fnn39eYZmXlxf37t3jxIkTxMfH4+/vz9KlSwkNDeXUqVM8evSI0aNHc/DgQW7fvs3y5cuJi4vj5cuXaGho0KBBA1q0aIGqqioNGjQgJSUFQGoRo6WlRV5eHg8ePKBx48aoq6tjaGhIXl4eUPKaNGzYsML+XL9+nZkzZ/Ls2TOeP39O48aNqVOnDkVFRVhbW1OlSpUKv9uLFi3C2dkZhUJBcXExtra2ODk58e2335ZrN6xUKqXvZj755BMKCgr47LPPqFKlCi9fvsTKygodHR0SEhKwsrJi8uTJTJo0CTs7O5ycnHBycgJg5MiR1KpVC0tLS5o0aYKVlRU3b95kyJAhUmJOZmYm2dnZ5Y7l559/Xi596dq1a9SpU4fw8PB/LI1JXV2dXr168eLFC1atWkVERASXL1+W2lg9fPiQgoICLl++TFJSktTOq169ehW2U1xcLLWPK33fMDIyIj4+HicnJy5cuICxsTFqamoYGhqycuVK+vfvD5S023JxcZE+QxcVFZGcnCxtR11dndWrV1NQUICNjQ29e/dm+PDhzJw5kw4dOrzzpCHh3UtJSeHUqVMcOXKEhQsXsnXrVqpXr86mTZtwdnaW/j74+uuv6du3L507d5Z+n5YtW8a4ceOoWbMmlpaWbNu2DUdHR77++mvCwsL44osvCAkJkZLTWrZsiY2NjTRxavny5UyePBmlUknlypUxNTV9L8dAEARBEARBePdEYY4gfETWrFnDvn37qFu3Li1btpSWa2trc/HiRUxNTalRowazZs3C3t4eV1dXDh48+Leea8GCBfTt2xdjY2MaNWr0T+2CIPxnlH7ZaGJigoODQ4UWCK9etPozF7GMjIxISEiQLnp9SBe/hI/HixcvOHHiBLt37+b48ePcv3+fyMhIKlWqRM+ePQkNDaV69er06NGD4cOHc/v2bWJiYqQ4/V69ejF//nyMjY2li58HDx7E2tqauXPnMmHCBACSk5MrXMT5L8y+FwThf7dmzRoCAgK4d+8eGhoaVK5cmZo1a3Lv3j2p+O+bb75BS0sLmUzG6dOnMTMzQ11dndzcXPT09CgsLOTFixccOXKE0NBQ9u/fT926dZk7dy5hYWE8fvyYFi1asH79+ve9u3+bXC5nzZo1KJVKHj58yIQJE9i6dSsaGhqEh4czceJErly5gqamJiEhITx//rxcm6P169dz5syZcq2OjIyMpPaapS19ZDJZuRadryvi/C+YNWsWbm5uZGZmMmfOHBISEnBzc+P+/ft06NCBtLQ0DA0NCQgIwNPTk1u3bqFUKsnKyuLq1as8ePCA1NRUUlNT0dXVJTQ0lCpVqjB79mwyMzN58uSJlKAxceJE9PT0CA4ORltbm+bNm/PkyRN+/fVXtm3bRnBwME+ePGHZsmU4ODhIYzx37hzm5uY0b95cao/j4ODAxYsX8fHxISAgAChJxpHL5Zw+fZoTJ06wY8cOoPxkjv9y26XX0dPTw9TUFENDQx48eIC1tTUXLlzA1tYWW1tbaT1tbW00NDSk1iY//fQTX375JYWFhR9ku5P09HSpfZGlpSV5eXkVJh383kQEU1NT1NTUMDc3Jy0tjfT0dJKSkujatWu55zAxMZGSe8v+jr3u9y0tLY2nT5+Sl5eHtrY2urq6ZGRkSJ+xdHR0ALh8+TJFRUWoqalJn8sAAgICmDNnDjKZjM6dOzNmzBjkcjkrV67E1NQUd3d3KlWqhLq6OjNmzACgQ4cOREVFVTg206ZNk27L5XKOHz/OtGnTMDU1RVNTE01NTQwNDYmKimLq1Kns2bOHly9fkpCQgFwuZ+PGjTg6OlK9enW0tbXZvHkzMpkMS0tL2rdvT3Z2Ns2aNaOgoIA6derQqVMnOnXqRGRkJM7OzgwZMqTcsbSzs+PUqVMMHz6c3r17M3LkSExNTRkxYgSWlpbS/vxdZYsdS508eZKxY8eSn5+PlpYW27Ztw8fHhwkTJrB371569uwptfsry8nJif79++Ph4VFu+YABA3BxccHW1hY9PT3mzJkDwODBgxk6dCh3794F4Msvv8TT05O8vDxUVVUrtKcLDQ1l3bp1PHv2DBcXFwC6deuGm5ub1IpQ+LhNmzat3P/RYcOGSbdjY2Ol246Ojjg6OpZ7bPPmzYmJiSm3rDQxDMqn1b1um8bGxhw9evTvD14QBEEQBEH41xKFOYLwEfrxxx+l26WzP0eNGoW7u7t0MRRKLnq+quyXgqUfHEu/VIf/n+VpaWlJfHw8T58+LfdlriAIf07r1q3x8vIiOTmZ27dvS19IfvbZZzg4OHD8+PG/vE1dXV0GDRqEtbU1mpqabNiwARMTk7cweuG/rPTii7m5OZs3by6X7pSUlISzszNQ0iIgOzsbNzc3XFxcaNy4MUuWLHntNq9fv06bNm2k7cLvp0kJwofk3r17bNmypUJahvD+KZVKNDQ0mDRpEr/88gtpaWn069eP58+fS8kKBQUF7Nu3T2pZER8fT3BwMI8ePWLMmDEYGhpiYGCAuro6Ef/H3pnH1ZT/f/zZrchStsrSZt8pGktJXaFSGEsYkpKmwWAYX4wkIUu2YcYuZIx1MiMMRXQ1QvZkX7NUKISMUvf2+6PHPb9uZZuxDZ/nP27nns+5n3PU/Zzz+bzer1dkJC1btuT7779n/Pjx2NjYMG7cOA4dOvSfjrzIy8sjIiKC6dOnc+TIEfbu3Yufnx9TpkzB3NycJUuWsGvXLpYuXcro0aPZs2cPOjo69O/fn8uXL7Nz505CQkKQy+Xk5eUVWahS8zIRp4eHByVKlHjPZ/7+sbW1JS4ujtTUVKpWrcqTJ0+4e/cu2tratGnThkOHDmFtbY29vT3NmzcnLi6OmTNnsnPnTkaOHElMTAwtWrSgVq1aBAcH4+HhwaxZs2jXrh3ly5cnIyODgwcPMmLECCIiIggNDWXDhg2cPn2a6tWrS84dffr0YeDAgTx69IhevXppPMs1aNCA5cuXk5KSwtWrV7l48SLTp0/H2NiYiRMnSvtVqFCBsmXL4ujoKI3fgpezZs0a6bU63qSwWECNrq6uFC1kb2+vsaD7sVGjRg0SEhJwdXXl5MmTNGjQoEjRwblz54otRDhz5gxKpZKEhARq1apFjRo1aNGiBeHh4dJ+8GYuoGZmZvj4+HDlyhUWL16MtrY2w4YNo23btshkMhYtWlSkjVwux9/fn/j4eNzc3Bg2bBgNGzYs9nspLy+PvLw8Wrdujbe3N2fOnHktNyr1eRgaGtKkSROioqLQ1tYmJycHLS0tbt26hUql4vTp09L+xTkqqY8zYcIEoqKiiI2NZf/+/Xh6euLs7CztU9y1VCqVGu5LvXv3ZtSoUchkMpycnPDw8CjiXPNvkclkRaIlC/YTincVKyia6Nmzp/S+rq4umzZtKvI5rq6uZGZmSj8bGRnxxx9/aOyjLgiA/O/BgkIMNY0bN8bS0vLlJyUQCAQCgUAgEAgE/xAhzBEIPjHu3btHxYoVadCgARYWFigUCp49e0azZs04e/Ysp0+f5tGjRxgaGnL37l1q1KiBgYEBeXl5XLhwgRo1aqBUKqlevTqhoaEv/Jy4uDgCAwN58uQJgYGB7/EMBYJPg3LlyhEbG0tSUhIBAQEakQcAdevWlV4XnKwsGLWgnqQvWJ04dOhQhg4d+s76LRAkJCRI/7Zv356zZ89K7zVr1ozw8HDKlClDTk4OMpmMvn37MmDAAPz8/Dh69KhGVbKaGjVqkJiYiKurK6dPn6ZFixbFukkJBG8buVxOdHS0FJXwMiIjI1EqlVKUBECVKlWEKOcjxcjICCMjI0lYo6uri4mJCfr6+tJinZ6eHnp6epQsWZIaNWogk8m4ffs2oaGhREREkJ2dLR1PHWN14cIFfvjhB7S0tMjMzKRly5Yf5PzeFo0bNwagWrVqGBkZSa/19PRYv349UVFR5ObmYmNjI7nqZGRkkJSUREpKCkOHDiU4OFiKOirsYKH++WUizrS0NExMTN7L+RZ2Exw5ciRz587ViA8tDm9vb4KCgv5VpGKbNm0YM2YMKpUKDw8PIiIiqFy5MpcvX2b//v04Oztz69YtfHx8WLduHe3atUOlUlGiRAliYmI4f/48urq61K9fn/T0dNatW0d4eDgqlQpDQ0NMTEwYPHgwZ86c4enTpzx8+BB9fX2Cg4PJzc0lKysLyK/qX7BgAXl5edy7d0+jjxYWFkyePBlfX186d+6Mp6cne/bs4c8//5T2Ud+z7tixo8g5FhSQvElsl+D/8fPzw9jY+D8jSO7WrRvu7u44OztToUIFypUrR5UqVTSKDvz8/Ipsc3JywtjYmG7dupGWlsa6deswMjLCzc0Ne3t7tLW1cXR0lARhhd1YqlevLv0uFnxPX1+/iHDDy8sLT09P/Pz8GDlyJKVLl5aE5mlpaYSEhCCTybhz5w4uLi4AzJgxg6dPnxIbGyv9/Q8cOJDk5GSGDRuGkZERf/311xtfL5lMxvfff0/79u3R0tKiYcOGLFq0CC8vL2xtbaVoJ8h34insqKQmJCSEsWPH0rNnTwYMGEDJkiU13i/uWjo4OGi4L924cYNBgwaRm5tLzZo1NaLqPjfUbmPffPPNh+6KQCAQCAQCgUAg+IQRwhyB4BOkYcOGODk5ER4ezvDhw/nhhx+IjIwkICCAtWvXUrduXcaNG8eZM2dYuHAhgYGBXL9+nX79+lGuXDlGjRqFk5MTGRkZlC9fvtjPcHBweGFF7H8VX19f5HK5ZGUs+LzJy8vTiHDw9fUlLCwMlUrFgwcPiIqK4vTp0xrxDT4+PkyZMoV9+/Yhk8kkC2MfHx8MDQ25fPkyEydOZOnSpfz999+S3XFycjJffvkld+/eZcOGDdSoUUPqR3x8/GcZ9yD4eNHV1cXFxYWsrCzmzp2rIcyZPHkyXbt2RaVSUbFiRVauXEnXrl1RKpUYGBjQpEkTnJ2dGTp0KL169ZLadevWjV69euHs7EzZsmXR1dXF0tKy2IUdgeDfkpubi6enJ8nJyVy4cIG9e/eycOFCcnNzyc7OJjw8nIoVKxb5Pq9fvz4+Pj6sXr2a69evExERQW5uriSutLGxwdramgMHDjBz5kxcXFxYunQpYWFhODg4EB8fLxaq3yOF404Kx2QUpKAwa926dXz11VeMHz+eatWqAfkLqenp6dSuXZu6devi6emJtbU1kP/79F/mRbEw9evXZ8CAAYwePRrIF0f+9NNPdOvWDW9vbzw8PMjLy6NChQosXryYlJQUBg0axIwZM6QokcTERMlNpaAYprCIU70I/bYo7h5u9erV0vbIyEhOnTqFUqlk/fr1rxTlvC2MjY1JTU3F1NSUNm3a0K1bN4YMGcLx48fp378/Y8eORS6XM2/ePG7fvs24cePo168fhw8fZvDgwWRlZXHq1CnWr19PUFAQnTt3ZsmSJeTk5ODg4EBSUhLjxo1j48aNHDp0CMj/3Q4NDeXgwYOS68SMGTPYv38/2dnZkotOcXTt2pXBgwfTpUuX93J9BPksX778Q3fhjShZsiTbt28vsr2waHXChAka25KSkjA1NS1SnDBw4MAizztvwzEoIiICY2NjQkNDUalUODo6AjBz5swiLmj29va4uLiQm5uLXC5nwIABQH7hxOrVq//R5xcUDxUXjePr68vgwYOJj4+XniGLc1QqeB9RqVKlYu8r1J/zOtfyn4iLPkUqVqxITEzMh+6G4D2Tl5dH586defLkCTExMe/tfuBVvKh4SyAQCAQCgUDw30cIcwSCTwx1pau5uTm1atVi1qxZLF26FFNTU7Kzs8nIyMDd3Z2//vqLp0+f0qtXL549e0ajRo0AzarZR48evVCY8ynyMocgwcdNWFgYAwYMeCOb81exY8cOjQiHU6dOAbB9+3amTZvG3r17OXr0qEZ8Q2JiIsnJySgUCs6fP8+MGTMYP348Dx8+JDo6mo0bN7JmzRp2797N9OnTiYqKonnz5ty5c4c9e/Zw/PhxQkJCWLp0qdSPwMDAzzLuQfDxYmVlRXBwsPRzwQnDli1bsnfvXo39Y2NjNX52d3fH3d29yHF///13dHR0GDJkCDVr1gSKLuIIBP8WlUqFs7MzV69epUGDBpQpU4b79++TkZGBrq4uycnJUjzM7t27yc3NRaVSMXr0aGxsbLhy5QoKhYLOnTvj5uaGUqmUHM7OnTuHrq4u9erVY9SoUXTo0IGwsDDi4uI4duwY8fHxH/jsBS/C0dGR0NBQtmzZgo2NDWvXriUzM1MS7Hz77bc4OztTpUoV/ve//xEcHMyjR4+QyWSsWLFCQ1BbEIVCQXR0tMZ35pvyqmOsWrUKHx+ff3z8F1G6dGmSkpKkxeuRI0fi6OjIgAED2Lp1q7TfsmXL+P3338nMzGTcuHE0bdqUlJQUXF1dqVSpUrHHLizi3LJly1vps0KhYO7cuaSkpJCRkcHRo0f57rvvGD16NI8ePeL48eNA/kK8kZER1atXp23btly9epWUlBS8vb3Jzs6ma9eujBs3juvXr9O3b1+qVKmiEZHyb6hatSpNmjShevXqpKWlYWtry4YNG7hx4waOjo4kJCTw448/cufOHbp06YK5uTm9evWiRIkSqFQqxo0bh5GREQEBAUycOJGNGzdSoUIFNmzYgI+PD8HBwVhYWCCTyWjdujUGBgYYGRlhbGyMoaEhAJ07d8be3p6WLVu+9FmvV69efP/99yxZsuStnLtA8D54kYjn0qVL2NraAppCwfPnzxdxQcvNzWXy5Mnk5ORoCNDVgsx3wc8//8zWrVt5/vy5RuzZhyQjI4N9+/bRo0ePF+7zrsagD/U5gs+L1NRU9PX1NVzhCjvrvW/UcXkCgUAgEAgEgk8TIcwRCD4x1JWuKpWKtm3bYmdnx8WLFxk0aBDLly8nIiKCbt26UaNGDS5cuMC4ceMA2L17t0Z74JN6GKxfvz5z5syhc+fO9OzZk4oVKxIeHo5SqaRNmzbs2rULuVyOq6sr33//PY0aNeLu3bvo6uqSlpbGypUrGT16NCqVCnd3d1atWoWXlxdJSUnIZDL27t37QR/eP3fCwsJQKpUMHDhQ+n/4txMq58+fZ+PGjVKEQ3Z2Nk5OTgCYmJiQkZFRJL4hKSkJhUIhVSmqLegbNmyITCaToiGaNWtGs2bNqFy5MgBNmjRBR0cHKysrrly5otGPDxn3IBC8T9zc3MjMzKR27drY2Nh86O4IPlEiIiJQqVQsWrSITp06YWVlxdWrV8nMzOSnn37C2NiY9u3bExcXx8mTJ7G2tkYmk0mCyKpVqyKTyXj+/Dm9e/emfPny/Prrr8THx1OqVCliY2MJCQnhyJEjpKenY25ujra2NlZWVh/4zD8vRo4cyciRI1/4vtoF5vHjxwBMmTKFKVOmAEiuIgCLFi0CICAggICAAGn7119//db7/E/5N4uVBR0cCkZlBgUFAdCxY8cibRITE4sco/C13rVrV5F2rxJxvi2ysrLo06cPixYtwtrammfPnmFmZkaHDh0kwfT58+dRKpXcvn1biisLCQlh8uTJtG3bFmdnZzw9PZk9ezZz586lVatWWFpavpX+FVxwT05OBoqPfHpVVPA333xTJHKloIBAzblz54o9duHjh4WFAVC7dm2N7c7OzpKgRyB4mxSMonof1KtXj8OHD9O5c2dUKpXG9v79+2u4oHXv3p3Q0FBMTEyoU6eOtO+7fN4fNWoUo0aNemfH/ydkZGTw+++/C2GO4JNl7NixxMTEoKOjQ8+ePcnMzGTatGlMnz6du3fvUrJkScLDwzEwMMDKygorKyuOHz/OlClTCA0N5c6dO0RERGBqakpoaKg0xi9YsIDU1FSuX7+Oj48PFSpUIDU1la1bt1K2bFlat25dRAwcFBTEjRs3SE5OZtq0aUC+W6GXlxfffPMNDg4OH/JSCQQCgUAgEAjeEmIVWSD4RMnKymLZsmXMmTOHLVu2MHbsWAwNDYmJiWHChAlcuHCBU6dO8f333zN69GhpYeJTxdPTkx9//BHIt2tWKBRMnTqVx48fc/ToUU6cOCHtO2HCBCpVqkRGRoZkxa+O/srIyGDr1q08efKE27dvs3//finmQvBuSElJoV27dtjZ2TF06FBUKhW+vr44ODjQqVMnjhw5wqlTpxg9ejS//PIL3t7eDBs2DBcXF5RKJUOGDMHR0RE3NzcePnzIwYMHadWqFY6OjqxatYorV65ga2tLu3btmD59uvS59erVY8CAASgUCg4cOMD06dOLCNfU8Q0hISFMmjSJevXq4eTkhEKhQKFQ8MsvvwCagrlLly6xYcMG7O3tJfHbmTNnUCqVJCQkUKtWLen4kB/38Oeff6JQKDh58qQQ5Qg+KHK5/F85P7yMqKgo4uLiPpoqYcGnyaVLl2jZsiXHjx9HJpPx5MkTatasya1bt2jevLn0Paynp4erqys1a9akbt26zJ49G/j/7/Pq1asDUKVKFZ4/f87169cpU6YMkO8qlZeXh6GhIbdu3UKlUnH69OkPcr6CD09iYiJdunShTZs23Lx5U+OeBvJFGd26dePLL7/Ezs6OdevW0b59e9zc3IqI5ENDQ2nbti1t27blxIkTLF++nMTERORyeRHBzPskKSnptaJg1Yu8aoYPH/5W+xEZGYmVlRX16tXjq6++QktLi3LlyvH8+XOioqJ4/PgxDx8+REtLiwMHDjB16lSp7dWrV2nevDmQf+91/fp1rl27RrNmzdDR0ZEiuT4XLly4QJcuXfjuu+8+dFcEgrdC165dSU1Nxd7ens6dO0vb/f39CQ4OxtHRkQ4dOnDr1i26d+/Ol19+ia+vLxUqVPiAvX7/FHxWtrW1Zc+ePcjlctLS0ujduzcODg44OTnx+PHjImPQjh07sLe3x9bWlsjISABsbGwYPnw4lpaWbNy4kR49etC0aVMSEhIAXthm2LBhWFlZERkZybZt26TP2bNnzwe7NoJPj+DgYDp27EhoaCjly5fnzz//xMrKirCwMPbv30/v3r3ZtGkTkO+us3TpUpYtW8bUqVPZvn07o0ePZvPmzaSnp7Nt2zZiY2OJiIhgypQp2NracujQIY4cOYJcLufQoUMcOnQIW1tbSQwcFxfHvn37SElJAfLj8nbv3o2RkRE5OTl4e3vj5+cnRDkCgUAgEAgEnxDCMUcg+IQoXB2snvD/J6irJj8VRo8ezZw5czh79ix6eno8fPiQ3r17A/mVoQXjJU6fPk2HDh0ApAiDhw8fSjFfWVlZXLx4ES8vL/r374+FhQVTp04V4pxGVY3PAAAgAElEQVR3hKGhIWvWrMHLy4vw8HBOnTolTUxcvnyZSZMmUbNmTa5du8bq1aslp5wmTZrwxRdf0KtXLyB/ktHGxgY3Nzc8PT1Zu3Ytv/76K7GxsXz55ZdERERIE33+/v7cu3ePuXPnMnXqVOrUqcPIkSNZu3YtcXFx6Ojo4OHhwZgxY9iwYQM5OTmYm5tjZmbGuXPnKF++PFpaWowZMwZ7e3uio6Nxd3dHX1+fy5cv4+XlRfv27bl37x6LFi0iOTkZR0dHsrOzycrKYsiQISQlJREUFETJkiUxMzNDT0+P8uXLY2BggKurK4GBgURGRjJjxgyePn3KiBEjGDBgAEFBQdy+fZukpCSqV68uVXINHDiQZ8+eYWNjw4wZM4pUdFWvXp0ePXqgpaVFkyZNpMWpghX0oJl3Pnz4cH7++ef39JsgEAgE/5569eoRHx/P2bNnsbe35+nTp1SqVImyZcvi6OhIqVKlkMlkdOzYUXJBu3fvHiNGjJAiMEDTYRCgRo0a/P333wCSCEdHRwcvLy9sbW2xsbFBV1f3/Z2o4KNCHYN58uRJ9uzZg46ODv379+fy5ctAvhg3IiKC6dOnc+TIEfbu3Yufnx8nT56UjlFw0efhw4f4+PiwdetWfvnll2IdVz5GCrsvvO17iMjISIyMjJg1axZLliwhLy+Pp0+fMnv2bI4cOcKkSZO4desWOjo6ODo6aohtatasyfHjx7G3t+fkyZMMHz6cGjVqkJCQQMuWLT+o8OlDUL9+/RdGAgkE/0VkMhkrV64sst3IyIg//vhDY1uNGjWKuLOoncQ+dXbu3ClFNV+/fp2JEydKzkZhYWGULl2a0NBQNm3ahJ+fnzQGqVQqhg8fzr59+1CpVHTq1AkXFxfu379PQEAASqWS5s2bk5SUxIkTJ1i5ciXz589nzpw5xbYJDAwkJyeHYcOG8ccff9CkSZP/zFgn+G+ids1SKpWMGTOGxMREHj9+TPfu3YH8eUM9PT2qVatGgwYNJEfk8+fPc+3aNRISEmjXrp10vAoVKnD//n0OHjzI2LFj2bdvH7du3cLU1LRYMXDBPkB+HLSzs7PkbCj476Au1Ptcxg2BQCAQCARvhlhFFggEnwV6enoYGRnh7e3Nl19+SZUqVaTKlytXrtCiRQtpXysrK/bt2wfkW1kDVKxYkUuXLpGRkcGDBw9o1qwZffv25ddffyUtLY2jR4++/5P6TLh//z7Dhg1DpVJRunRpMjMzuXv3LsbGxuzfv58///wTAwMDLC0t2bt3L7Vq1aJSpUq0adOGvn37smLFCqKiotDX16dRo0aUKFGC1atXY2BgwMyZM1mwYAHR0dHk5eUxduxYxo8fT3p6Otu3byc5OZlr165hYmJC5cqVGThwIDExMezevRtvb2/c3d1p3rw5jx8/ZuLEiSxatIjatWuTkZHBwYMHuXHjBqamplSqVIlNmzaxevVq3N3dWbduHVOnTuX06dMcOXKEhIQE9PX1OXz4MJmZmUyYMIHk5GROnTqFvb09Dx48oHHjxkybNo3Dhw+zbds2AOzt7dm/fz+HDx9m+fLl0jVr1KgR0dHR3Lx5k4yMDGbMmMGoUaNQKBRMmzat2IquEydOIJfLiYmJYcGCBa/1f/NPF9QK2scLBIJ3i0Kh0Ijg+dzp2rUr9+7dIzU1lbJly9KwYUN0dXXp0qULpUqV4vnz5zg5OWFiYsL169dRqVTo6+sTHByMoaEhvr6+AFSuXJmgoCCqVKlCjx49aNWqFS4uLrRv357Tp09LUUe+vr4cPnyYr776ipo1a37IUxd8INTCbnUMpru7O3K5nAMHDkgV0up9qlWrpvH64cOH0nEKLvr06NGDjIyMf9WvvLw8DVfBu3fv8uWXX+Li4kLfvn0JCwvT+P4ICwsjLCyMnJwc2rdvj5WVFRUrVqRdu3Zs3rxZcjNwdHQkKSmJpKQkHB0dcXd3x9ramtu3b7N8+XIN9wU7Ozsg341twoQJfPHFF6xYsYL+/ftjaWlJVFQUAPHx8cjlctq0acPq1aulNuPHj6dFixasXLmSI0eOcOXKFU6cOIGlpSVZWVkcO3aMIUOGMG/ePOLi4li9ejUymYx27dqxb98+5s+fT/369YF8d8zAwEBsbW2Ry+WYmJjwv//9j5EjR9K9e3cpflTw/7zO+PK6bkoCgeDjYOjQoWzevBlPT0/S0tKk7Wqxgr29PQsXLpTGLzXp6emcP3+eDh064OTkRGpqKnl5eRgZGVG5cmWqVasmORKqx7eXtTE2NpbGzU+FpKQkaZ5J8PGhLrQ7deoUT58+JTY2lm+//VZyLywoyi/spFyjRg1atGghCTLUBV9mZmbs27cPR0dHzpw5Q6VKlYD/FwMDnDx5UnLiLFjs1759e8zNzUUhlEAgEAgEAsEnhnDMEQgEnw0eHh4EBQURERHBV199hZubG/7+/tja2vLFF19I+02dOpWGDRtSrlw5SpYsyb1795g1axb169cnLy+P0qVLc/bsWbp27YpSqcTAwIAmTZp8wDP7tFm/fj2Ojo4oFAouXLjA33//zZUrV+jRo4fkjqOrq0t2drZGO2tra0qXLk2jRo2k6ug7d+5gbm7O9u3bGT9+PN27d2fDhg1s2bKFiRMn0r9/f3799VcqVapUpOLJwcGB2NhY+vXrR6dOnfD09ATyK5wgX9A1fvx4dHV1paqmqlWrAmBpaYm2trZG/9LS0rCwsEBXV5fq1avz6NEjAIyNjTE1NQXyJ4UGDx4MaC7WlS1bFqVSyfHjx5k8eTI5OTmcPXtWOnbBRb1Hjx5x6dIlKadcJpMVW9Hl4OBATEwMpqamVKxYkUaNGuHs7MyUKVOkuLZVq1ZpnIOdnR179+6lc+fO0uRT+/btiYyMJCoqilmzZpGbm0tgYCAuLi60bt2aZs2aUapUKWrVqsXatWspVaoUc+fOlSrGBAKB4F1SXMW8QqGgXLlyRSqxC8eqNWzYUHqtrh6Xy+XSd/6KFSvQ0dEhJCQEc3NzIF/AuHXrVp4/fy5i2j5TCi7epKen061bN7y9vfHw8HitxR416kWf8PBwAHJycors/ybs2LEDc3NzlixZwq5du1i6dCktW7ZkwoQJ+Pn5vbCdjo4OO3bsYNq0ady4cYMBAwagVCpZsWIFCQkJnD9/nhkzZjB+/HgePnxIdHS0dK/l5+fHzZs3pb+fgri7uxMYGEi1atU4d+4cSqWSwYMH4+zsTGBgINu2bUNfX5+OHTvi4eEBQO/evQkKCqJjx47ExsZSu3ZtXF1dNaJJJ0yYwIQJEzQ+q+Dnq//uLSwsinwH1KpVS8NVUyAQCD511FHNKSkpeHh4UKVKFUBTrLBixQqSk5OB/x+DDA0NadKkCVFRUWhra5OTk4OWltZLx7fXaVPcOPlfRS3McXR0/NBdEbyAMWPG0KtXL44ePYqBgQF9+vTh6NGjdOrUicTERNq0aUO3bt0AmDFjBhs3biQ9PZ2ePXtiY2ODsbExjRo1Qi6Xo1AoGDBgAEePHsXe3p6LFy9KbsTjxo3Dy8uL58+f06VLlxfGlU+ZMoWhQ4eyceNGvvrqq/d1GT57wsLCyM3NxdfXl6CgIEqUKEFERARlypShf//++Pj4FJknq169Oj4+Pty8eRMLCwvMzMw+9GkIBAKBQCD4SBHCHIFA8NkwadIkJk2aBOQLFgpXXxWcjL906ZLGewMHDmTgwIEa22JjY99NRwUaODo64urqStWqVbGxsSEzMxPIr+Zr3LgxO3bswM3NjeDgYGmxCvIXX7t27cry5culqJJx48Zx+fJlevXqxbNnzwgICGDEiBGULl2a7OxsfvjhBwIDA9m5c2eRxS+lUsmUKVOAfBGOWpiTkJAg/evl5UV6erpU1ZSTk0NycnKxMWc5OTlERUVha2tLzZo1MTAwwNfXl7Nnz9KpUycmT57MnTt3GDt2LGlpaTx48IA+ffpQokQJHj16RF5eHv369aNdu3akpKSgp6dHq1atuHfvHpmZmXTs2BHIn8ysV68ehw8fpkOHDqhUqmIX95RKJZaWlgwZMoTffvsNfX19njx5QnJyMgqFQmOhrSAlS5bEyMiImzdvolKpMDMzQ1tbu1hb8vT0dCZMmICpqSlOTk7ExMRQqlQpjYVHwT9DHX32qcUQCt4evXv35u7du5QsWZLw8HDJaczS0pKEhATWrFmDlZUVAQEBxMbGYmlpyZMnTwgLC8POzo4DBw5o/J599913nDp1CpVKxbp16zA3N2fp0qWEhYXh4OBAfHw8CoWC+Ph4xo0bR05ODr6+vkXG0o+BguKaf8OgQYO4fv06BgYG0vfrqFGjGDVq1L8+tuDTQCaTMXfuXLZu3frKfZOSkrh8+bLkvmRkZISbmxv29vbcu3cPDw8PJk6cyPPnz+nZsyfTpk2T3F9eh/Pnz7Nx40aioqLIzc0lPj6eiIgI4P+jFAovjmppafH06VP8/Py4du0aFy9e5OrVq9jb23P37t0iwuSGDRsik8kwMTHhypUrL+1P48aN0dXVpX79+pI7jdoxKCEhga5duwL54ia1i4O6jYiT/XAkJCTQqVMnsrOzCQ8PZ+HChS8UdP/6668sXLgQbW1tFi9ejKWlJTY2NlhbW3PgwAFmzpyJi4tLsWOJQCB4Pyxbtozff/+dzMxMxo0bx6pVq3B3d2fevHlcuXIFFxcXzMzMJCGBmZmZNAZ9//33tG/fHi0tLRo2bMiiRYte+lkymey127Rs2ZJu3boxevRo2rZt+1bOVS0+ysnJoWnTpixcuBA/Pz8uX75M6dKl2bVrF3FxcYwdO5YSJUowePBgevbsiaenJ8nJyZiYmEjx2AUX8dVj4Y8//ohKpeLBgwdERUWxfPly4uLiOHToEHv37n0r5yD4d1SvXl1DrPvHH39w8uRJevXqxZEjR5g3bx69evUiMDCQW7duSQLhnTt3kpuby/jx47ly5QqTJk1i3bp1REZGsm3bNuLj41GpVHTp0oU//viDiIgIKYYUihcDF4w9KtivxYsXv/PrIHg5BSP+8vLySExMLDJPNmjQILS1tYmOjmb69Ok8f/78Q3dbIBAIBALBR4oQ5ggEAoHgo6ZZs2bs3LmTAQMGAPluMSNGjGDdunVcvnyZzp07s3PnTiDf3cDX15ft27cD+QtKO3bsYMSIEZw9e5b58+czcuRIevXqxe+//86KFSskocnChQvZuHEj/fv311j80tbWxtHREQcHB/z9/cnJyaFDhw5S/3R1dXFxcSErK4stW7awdOlS5HI5Wlpa9O3bFycnp2LPq3LlysyfP5/ly5cTFRWFh4cHpUuXpkmTJuzYsYOuXbuSl5eHu7s7np6e+Pv7s3btWtq0aUOlSpXIycnB3Nyc/fv3I5fLOXPmDCEhISgUCtq0aaPxWT/88ANeXl4EBwdja2vL9OnTiz2/sWPHUrJkSbp06UKdOnV49OgRCoWiyEJbYXr27MmKFSvYuXMnQUFBfP3115ItOcC9e/eQy+UabkCTJ09myJAhlChRgqlTp362ERFq1yeB4F0TFhZG6dKlCQ0NZdOmTXz99dfcuXOH+Ph4jh8/zpo1a6hcuTInTpwgNjaWTZs2sWvXrhceb8aMGZQuXZro6GiWLVvG5MmTCQsLIy4ujmPHjkkuE8U5XZQoUeJ9nfZ7RTjiCApTUPSlrpIuTqhVeB/16+joaI1jqIXidnZ2TJw4Eci/D9myZcsr+1J4vKlXrx4DBgxg9OjRAGzatImEhARcXV05efIkrVu3ply5cqSmpgKQmJhI06ZNiYqKom7duqxcuVKKeNu8eTNVq1aVFpnUwuTCwh5dXV2USmWx/VPvW5xTQrNmzQgPD6dMmTLk5OSgq6tbZF/IFy+pRfiC90NWVhZ79uxh06ZNLFq06IWCbqVSyU8//URcXBzJyckMGzaMHTt2cP/+fQIDA8nJyWHYsGF06NCh2LFEkI9aKCsQvCtGjhzJyJEjpZ/79OkjvS7ud2/9+vXS6/r16+Pq6qrxfsE26tcFRQeurq4vbaMeV+bOnfump/JKDA0N2bNnDzo6OvTv35+5c+dibGxMaGioFL38ww8/EBERgaGhISqVii1bttCwYUM2bNhAcHDwC8ffU6dOcfz4cby9vSlVqhQrVqxAV1dXetYviFrEqBZtvIzIyEiUSiVubm5S25e18/b2JiAggNq1a7/WNfncadOmDWPGjEGlUuHh4UFERASVK1cmKiqqiEB4x44drFu3DplMJt2PuLi4EBkZyb59+yQRc2GnYsHHTVhYGLGxsdja2hIUFERsbCypqal4eHhgbm7OggULmDNnDjt27GDz5s3Uq1ePGjVqcO3aNclN29ramkOHDn3gMxEIBAKBQPCxIoQ5AoFAIPjoadasGYmJiRrbCltAF5xE7Nmzp7RdS0ur2FzughOOoDnpCMW7JBU3GWllZUVwcLD086siE9SOJqmpqWzbtg09PT3KlClDhQoVsLa2Zvr06aSkpKCvr4+NjQ3+/v5A/gSmemHO1dWVBw8eUKdOHVavXk3dunVJSUkhODiYJ0+eSJObBd1ToqKiXnl+ISEhXLt2jfHjxzN48GAaNGiAk5NTEQegwri6urJgwQJSU1NxcnLCzc0NJycnDVvyjh07aiwIWllZERYWxvr16wkLC2PcuHFFjvupoFAomDt3Lrm5uWRnZzNnzhxGjx5NpUqVcHV1xdzcnICAAACCg4OpX78+Y8aMYcOGDSiVSjp06EBMTAyhoaHSwv+CBQto3rw5gYGBxMTESJNAAkFxKJVKxowZQ2JiIo8fP6Z79+4A1K5dGz09PUxMTMjIyODGjRtSFJ6VlVURYU5Bd6tZs2axd+9ecnJyaNCgAenp6Zibm6OtrY2VlZW0X3FOFy+yaxcIBEUp7Ha1ceNGEhMTkcvldO/eXXo9YcIEDAwMijhUyeVyWrZsSUpKisb9SNeuXRkxYoR0P/Xdd99x8OBBnJ2dqVChAgBNmzYlJSUFV1dXKlWqBECrVq2YNm0av/32G2lpaZQqVYoxY8YQGhr6SmFylSpVePDgAe7u7ixfvvy1r8HkyZPp2rUrKpWKihUrvnAh1M3NjW7duuHr66txLyh4d7xOpCu8OMLVyMgIY2NjADIyMl44lnxqCGG24N+iFn4MGjTolfsWFG+MHDmSuXPnkpqaSrdu3bCxsSn2Wflz4P79+wwZMoSMjAySkpKoU6cOtra2ABp/n4aGhtK2q1evShHMX3zxBcePH5cKT0DzXrl8+fIAmJiYoKWlxcCBA4mOji7Sj9cR5qiFQk5OThp9e5UwR/BmGBsbk5qaiqmpqRRbNWTIEO7du1dEILx48WJOnjzJ1atXJXdDd3d3/P39SU1NpUmTJqSlpRUbQyr4uClVqpQkTE9ISGDs2LGMGzeO5ORk+vTpQ5UqVRg0aBBDhw5l/vz5LFy4kBMnThATEwPAyZMnP2T3BQKBQCAQfOQIYY5AIBAIBB+A9evX061bN7y9vfHw8MDS0pLDhw/TuXNnxowZQ0xMDGlpaaxYsYJOnTpx/vx5OnXqxN27d1GpVBgbG5OQkICnpydlypRh8eLFLF68mJSUFAYNGvRSp4sX0a1bN9zd3aVFuXLlylGlShXkcjmPHz/m4cOHVK1alby8PEaMGEFiYiKdO3dm3bp1lCtXjpIlS1KyZEns7Ozw9/enRYsWXL58mapVq1K2bFlKly4tfdbgwYO5fv062dnZrF69+m1e2o+SghXlu3fv5t69e+zevRtdXV3s7OzYvXs3kF9ld/DgQdLT03n27Bnx8fHY29uTnp7Otm3biI2NlWywlyxZwpEjR/jrr79Yv369dAyBoDCnTp2icuXKxMbGsmLFCklgV9iZwsLCgnPnzgFw+vRp6b2srCwASSB5//59FAoFf/31F3v27GHdunUYGhpy69YtVCqVRtsXOV0IBILXo7DblZ+fH7/88ovkIvDbb79Jr52dnYs4VAF0794dGxsbjeMWJ1z+8ssvpc+E/EXI4u4nTpw4UWTbsGHDimxTC4EKuv4UFAqrBc8F4xyKc1do2bJlkdiPgm3Urws7PQjePa8T6Qr5ApykpCRpW7ly5YCi49CLxpKPHYVCUSS25uuvv9aIuzlw4ADz5s0jLy+PoUOHMmXKFL744gtiY2MZP348mzdv5sqVK6xduxZLS8tiIyMFAjVWVlavLV4rKN6YP38+kB/L7evry+DBg99ZHz92XvY8rhbPaWlpcf/+fSpVqoRKpaJmzZocP34cNzc3jh07Jonc1ffIiYmJNGnShIULF3Lz5k3mzZuHlpYWeXl5lCxZEpVKRUxMDKdPn+b58+eULVuWzMxMcnNzMTMzY9iwYcyePZunT59ibGxMtWrVuHTpEjKZDKVSSW5uLiqVikOHDjF16lQOHjyIvr4+v/zyCydOnODnn38mNzeXb7755p24DL0MuVxOdHQ0wcHB2NnZabgM/5eoWrUqTZo0oXr16qSlpWFra0uzZs2KCIRbtmyJvb099vb2UlsLCwuuXbsmiZ6Lc2JWOx4KPk60tLRo0KABGzZsID09nZo1a7Jt2zbmzZtHhQoVcHFxYdeuXRw/fpy1a9dSsmRJrK2t8fPzY8mSJbRv3x4LCwsxZgsEAoFAIHghQpgjEAg0UCgUKBQKjXxjgUBQPAUXmt4UR0dHBgwYwNatWwEwMDAgNTUVe3t7ZDIZHTt2RKVSsWjRIiC/Ui8jI4NHjx7RunVrLly4wN9//81vv/1GTk4OPj4+6OjokJmZ+Y/dZ0qWLCnFgBVkwoQJBAQE0KFDB+RyOUePHmXp0qU8evSIX3/9laVLl/Lzzz9Lri+Q76KzZMkStm7dSsWKFbGwsOD+/fvS+59L5ItCocDf3587d+7g6OjIsGHDCAkJQV9fn7Vr12Jubs7p06dxcnIiODiY3Nxc+vbti4uLC3/++ScjR45k165d/Pjjj+zevZvy5ctLE8Bubm6kp6czYsQIvv32WyHMEbyQRo0acfjwYVxcXDAzM3uhY03VqlWxsrKibdu2NGzYUBLRuLm5YWdnR6tWrQCoUKECZcuWxdHRkaZNmwKgo6ODl5cXtra22NjYSG1f1+lCIBAU5UVuVy+iOIcqyLfUFwjeBa8b6aqtrc2wYcNo27YtMplMur8tzIvGkv8K27dvZ9q0acXG3VSuXJnnz58TGRkJ5LtUBQQEoFQqad68OUlJSZw4cYKVK1fy008/FYmMnDZt2hv1RaFQSIvknxJhYWHk5ubi6+tLUFAQJUqUICIigjJlytC/f//Pxj1EoVAQGhoK5Isg1fM4I0aMoEePHmhpadGkSRM6dOig4aw2bdo0duzYwZQpU8jLyyM7O5sdO3awZ88eIP8ZNSoq6qP628vLy6Nz5848efKEmJgYtLW1X7r/67rIvOx5vGzZsuzcuZMZM2bQpUsXSpYsyeDBg+nRowf9+/fH3t6eqlWrMm7cOLKyspg9ezZHjx5FR0eHcuXKMWTIEH788Ue0tLQoX748Dx48oGXLlsTFxXH79m0qVKjA8ePHMTQ0pG3btty7d4+xY8cSFhZGqVKlWLJkCYGBgVy4cAFLS0seP37M3LlzuXHjBps2bWLIkCGYmZmhr69PRkYGAIsWLeLmzZuoVCpq1arFjBkz/v3F/wwpOE9R0C24sEB4xYoVxbYvHGFUnFOx4OOlXLly3Lx5k7i4OHr06MHXX39Np06dpAK4gQMHolQqNUTI6u/Lgo7VAoFAIBAIBC9CCHMEAoFAIPgAvCyeKykpiYCAAJycnHB0dKRDhw4cOHCAdevWoVAo2L9/P+fPnwfA19cXyK/O2rBhwzvr79ChQwkODmblypXUqVNHw8J7//79xbbJyMiQKoXq1q1b7D4vs2EfPnz4G1mrBwUFfZTVec+fP6dOnTr4+PgQHh5OiRIlsLOzw8fHBzs7Oxo0aEB4eDg9e/ZER0eH9PR0OnfuzLfffouuri5Vq1aVKjNXrFiBj48PgwcPZs+ePZw7d44FCxawadOmD32ago+UlwkI1W4U1atXlyYSg4KC0NHRYdOmTVy7dg3IF9dMnjxZo+2OHTuKHE9deR0fHy/Z8hfndCEQCF6P13G7Kvj6RQ5VbxqZ4+3t/e87L/jkKW58eVmkq5eXF15eXhrvFXRIUjsfFTeW/BdQR0GamJiQlJTEF198Afx/3E3lypWl+2fId1KoXLkyALVq1UJPT49q1arx8OFDoGhkpKB4du7cSUhICHK5XCNG6HPlxIkTyOVygoKCyMvLkwQ66r+vadOmoaenxw8//CAJnBITE7ly5QpKpZLatWt/VKIcyI+A1tfX588//3yt/V9XmPM6cdlt2rTh4MGDGtsKP3fp6uoSFxen0d/JkyeTk5NDVlYW1tbWVK1aFaVSyaBBg5DJZMyfP5+uXbsydOhQjWNpaWmhpaWFkZERurq6lC1bFgB9fX327dvHpk2beP78OZmZmVhbW1OuXDnpPuDYsWPSs/ezZ88kce7bQKVS4efnx+XLlyldujSjR4/WiGIu7vk7JSUFDw8PcnJyaNq0KYsXLyY7O5tevXrx/Plzypcvj4uLC97e3kyZMoV9+/Yhk8lYtWoV1atXf2t9FwjehPbt22sI7S5evMiMGTOkAjhLS0vJVVotQvbz8/vQ3RYIBAKBQPAfQghzBIL/MAcPHmTUqFFSddipU6c4deoUBgYGrFu3jpMnT0pVcuoFN7lcjo+PDxUrVuT69etERERgamqKj48PN2/exMLCAjMzMx48eKBRafXTTz992JMVCD5zClv916tXDycnJ41KnXdJhQoVNKKyqlatCuRPANaqVavYNgYGBlJF4OXLl4u8r1KpXmrD/iainI+Z2rVrk5mZycKFCzlz5gytWrWSFkm1tLSYMmUK7u7unDt3jvDwcM6cOcO5c+c4c+YMXbp04dq1a5w/f55SpUpRs2ZNIN++vkyZMgaFMzcAACAASURBVNy6dYv69evTsWPHD3mKgk+ICRMmcOjQIbS1tdm8efMbtf3555/ZunUrz58//2xcsQSCd8mL3K7MzMzo2bMn06ZNo2XLlnTr1o3Ro0e/V4cqtXg2LCyMAQMGvLH4RyB4Ef/VsaTgvXqpUqWKxN2ApkjuRQK7vLy8YiMj/ymhoaHSdVywYAHVq1fXeM6fM2cOPXr04OnTpxgZGbF582aio6OLLLrL5XJsbGyIjo5m8ODBxYrq3weFr9XQoUPZvHkzK1euZPjw4bRs2fKD9OtDoKurKz0DqkVJDg4OxMbG0q9fPzp16oSnp+crj+Ph4cHGjRtRKpX07dv3nfb5nzB27FhiYmLo0KEDOTk5ZGdn07VrV/z9/Xn69CleXl6kpaVRs2ZNunfvruEQ9Ouvv5KUlIRMJmPv3r3vZaxav349dnZ21KhRg5MnT2Jubk5sbCxmZmaoVComTZrEX3/9xcOHD5k7dy76+vro6OiQmpqKSqUiMzOTtLQ0cnJypP/XnJwcYmNj8ff35/Tp02zevJk//vgDIyMj4P///69cuYKOjg62trYvdMh8FUlJSRpxTAAREREYGxsTGhqKSqXC3t5ecmtt27atFE29f/9+9u3bh52dHYaGhuzZswcdHR369+/P5cuXOXHiBLa2tvzwww8MGTIEyI//Sk5OJiwsjOHDhzNjxgyWLVv2zy6+QPAv0dfX1xDaAUViUosTIQsEAoFAIBC8LkKYIxD8hylYHXb06FHi4uKIjY2VomXUkROFefjwIdHR0WzYsIEtW7ZgY2ODtrY20dHRTJ8+nefPnxeptBIIBB+GkydPShW3YWFhZGdnA7z3Sp1ly5bx+++/c+fOHVQqFYmJidSpU4e8vDyOHTtGaGgoV69eJSkpicTERNzd3WnWrBkNGjTAxMSEZ8+esXz5cvz8/PD29qZs2bJcunQJf39/oqOj+f7774uIAe3s7Dhw4ADe3t6UK1eO48eP07FjRyZNmkR8fDxDhgyhXr16XLx4kRMnTkh9HTJkCN9++y2NGzdm/vz50gLmh+Lq1as4OzvTtGlTrl69ytmzZ6XqcZVKhY2NDbt378bFxQVnZ2fq16+Pv78/DRs2ZMWKFaSlpdGiRQvCw8OB/IlZpVKJnp4eU6ZMwcrKioULF77w89/UeUjweRMSEvKP244aNYpRo0a9xd4IBJ8vL3O7Wr9+vfR67ty5Gu8VdqhSuyS8bdTjSlhYGP379xfCHMFb41MYSypUqEB0dLRG3E3hhb5XtS8cGfk6zJ8/n/DwcMmJKCMjg23bthEbG8vDhw/x8fFh2LBhGs/5V69exdDQkB07dkjP/UFBQdKiu4uLi+SG0bt3b4KCgujYsSODBg1CLpe/s++YF1GuXDnJ5SQxMZHWrVtrFA/s2rXrX39GccKEF1FQnOjt7U1AQIAkxHrXlClThgsXLgBI10SpVDJlyhQgX8jv6empIWYqDgcHB2bOnIlSqWTixInvttP/AHUc24oVK9DT00NLS4t27doxatQoli9fjpOTE35+fqhUKmQymeQQlJOTw8yZM9m/f7/kHvQ+cHR0pEePHuTm5lK6dGn09PR49uwZBw8e5MSJE+zcuZOrV6+Sm5tL5cqVMTU1JTk5mdmzZ2NqakpOTg4DBgzAyMiItm3bkpqaiq6uLmXKlCEkJAQTExPq16/PmTNnuHPnDkZGRqxZs4bevXtTs2ZN9PX1ycrK+sf9T0pKYt++fRq//5cuXcLW1hbIFxhqaWlhYGAA5LvzFHwWV3P//n2GDBlCRkYGSUlJpKSkcP36dek7TV2cc/78eRQKBQkJCVy/fv21/u4EAoFAIBAIBIL/KkKYIxD8h3lVtEzr1q2lfQtORDRs2BCZTIaJiQlXrlzh2rVrNGvWDABra2sOHTr0jyqtBALB26F69eqScEOhUFC2bFnp54K8z0qdkSNHMnLkSAICAqSq2ZiYGPbu3Uv58uUxNDTkm2++AcDU1JRNmzahra3NgQMHmDZtGq1bt6Zt27ZSPEabNm1YuHChNJn/KjGgXC5nwYIFtGrVikmTJjF16lS2bdtGhQoVsLCw0NhXXfUZHBzMrl27iIiIeKfX5lXo6OiwYcMGDhw4wNy5czl79qz0XmBgIE5OTuTl5UmT6BYWFhqLAUZGRri5uWFvb4+2tjaOjo60bduWgIAAcnJyXhndJUQ5AoFA8OG4c+cOK1eufK3xWi2kfJPF3XfhXFPYlXPt2rUYGBhw9+5dNmzYQI0aNbCzs2PevHmcOnWK9u3b4+vri42NDUOHDiU7O5uOHTtKjhufA1u3bsXe3p6KFSt+6K4IPgAFhXTqe92vv/76hfuAZoxXwWhJ9T1/cZGRBdu8DteuXePs2bO0a9dO2lbcc36jRo3w8PDA2tqa77//XmPRXVtbW2rbuHFjdHV1P6gQ71UxI2+D4oQJatFHYT6kOLF8+fKYm5vToUMHateuTZUqVThy5Aj+/v4azwgFndWKQyaT0bRpU3Jzcz9qkeX169cZPXo0f//9NxcvXuTevXtcunSJb7/9Figa26irq4uXlxf9+/fHwsKCqVOnvpfza9asGdevX9fYNmvWrLf6GTt37uTs2bOMGTNG2ubq6sry5cs19lM7Z78Jy5cvJy4uTpoX3LdvH/fv38fBwQETExNmzZqFSqWiT58+DBkyhNTUVGbPnk1GRgYAd+/exd/fnwcPHjBy5EiGDRtGvXr1GDFiBNra2mRnZ+Pq6sqiRYvIzs6mcuXKODg44O/vT0BAAMuXL6dfv3588803ODg4vFafFQqF5Bb+Ml435uxdtRcIBAKBQCAQCIQwRyD4D/OqaJly5cqRmpoK5FdQqStTCts/16hRg5iYGCDfnQOKr7QSCAT/joLZ7E+ePMHNzY3Y2FiysrJYunQpzZo1w8vLS7LbXrNmDZGRkZw/fx53d3eePn2KnZ0dOjo6/Pjjj6hUKh48eEBUVBS6urrF5rW/bQoKAn19faXtBcV/lpaWGpP4zZo1Q1tbGwsLC+7duwfkiwAL8ioxYOPGjYH8aACAx48fY2pqCkCdOnU09m3Tpg1BQUEkJSVRtWpV9PT03sap/2Pat2+vMUlYUGTl7OyMs7NzkTaHDh1CoVDQpUsXcnNzyc7OZv78+YwePZqEhARMTEwICgoiICCAAwcOEB0dTf369RkzZgwbNmxAqVTSoUMHYmJiJOeh4iIItm3bxuTJk7G2tubcuXNvvOAjEAgEgpdTpUqV1xbRvqmQUqVSvRPnmoKunNevX2f27Nns2bOH48ePExISwtKlS4H8xV4rKyuio6PR0dGhT58+rFy5EjMzM/r27cvt27elsfpTZ+vWrTRu3PiVwhy1+Ph9OTcI3j+vs0CclJREQEBAscL7t4GXlxfh4eHk5ORgZWWFQqHAzMyMx48fU7lyZU6fPo2pqSkymYyJEydSr149rl69yrZt2wgMDERbW5vHjx9z9epVEhMTcXBw4ObNm2hpaXH06FGOHz9Ov379ePz48Tvp/8t4nZiRf0tBYYJKpaJSpUq4urqyatUq6V5ZLpcza9YsDXEi5H+PF3T5fFdkZ2dTqlQpVq1aVeS9wvfzBZ3V1EURhZ8TtbS06Nev31vvZ3GoxSKF+/Cqv4slS5Ywbtw45HK55Nxar149Dh8+TOPGjSXxlPr7VR3NNWDAAPz8/Dh69OgLXaX/S2zZsoUff/zxnRWf+Pn5UbNmTfr06SMV0pw9e5aePXty+vRpUlJSqFu3Ln/99RdJSUn4+fnRoEED6f8tNzeX6dOnc+zYMYKDg/ntt9/Iyspi2bJl0j3Frl27ePz4MdOmTSMvL4+1a9fy1Vdfce3aNdq1a0dISMhri3LehOKENS8S3b1ue4FAIBAIBAKB4E34eEshBALBK1m2bBn29vZ07twZb29vSpUqRdu2bVm/fj2DBw+madOmpKSk4OrqSlpa2guP06pVK7Kzs2nfvj2XLl0C4MiRI9jZ2dGqVatXujEIBILXQ53Nvn//fpo0aULv3r3Zv38/69atY86cOeTk5HD79m0pm93c3BwXFxfWrVunUQ2nZvv27bi6urJ37162bt2Kra0tkZGRVKhQ4Z2dg1oQGBISwsyZMzXEf2oKT2wlJCSgVCq5ceMGxsbGxe6jFgOuX7++SCwHFF3AMjAwICUlhb///psrV64U2bdly5aMGTOGr7766p+f7EdAVlYWu3bt4ptvvmH37t3cu3ePTZs24ePjI8UM7N69m8DAQExNTUlPT+fZs2f89ddf2NvbFzle7969OXDgAGvWrAHyY4tiY2OZNGkSd+/efd+nJ/jIsbOzw87OTvr51KlTrFy58gP2SCD4b3Dw4EFatWqFo6Mjq1aton///gDY2NgwfPhwLC0t2bhxIz169KBp06YkJCQQFhZG3bp1NY5z6tQpHBwcaN26NdOnTwfyFzT79OmDm5sbp0+fxs7OjiNHjkiLw2vWrKFjx45s3bqVBw8e4OjoSE5Ozhv1f+jQoWzevBlPT0/S0tJo0qQJOjo6WFlZFRlzC3Lx4kU8PT2Ry+WcP3+e5OTkN7xyH5YxY8Zw5swZdu/eLbmJenl5ER8fj1wup02bNqxevVra7uDgQLt27bh58yaRkZF4eHgwe/Zs0tLS6Nq1K+3atWPo0KFAfjTQwIEDcXZ25tixYzg6OuLu7o61tTW3b9/+YOcs+PR4/PgxUVFRbN++na+//pqLFy9ib2+PhYUF//vf/2jZsiXNmzenVatW5OXlseH/2DvzuJqz/48/2yQhUVmTtTAkW0TLrbTYEiKUVMhOhkFq0tgaZixjX0JjG+vILkJKliGkMQ2iLGXL2kLb/fz+6HE/v25lhvlahvk8Hw8Pt3M/yznn3vs5n895v8/r9csv5OTkcO/ePQwNDcnMzCQ3NxdHR0c6d+7M0qVLOXnyJNnZ2dy7d48ZM2bQvHlzVq9eze3btz91cz8Ifn5+DBo0iLVr1yrde5dEkZx47NgxcVGBTCbj1KlTHDx48IPVLy0tjZkzZ9K9e/f3crzg4GBu375Nu3bt3svxPhTdunVjzJgx9OvXT5zfGjZsGIcOHcLGxkZMjlJ8x0+dOoW9vT2dOnXi7t27tGjR4lNW/73Rp08fTp06RbVq1T7oeRQWUzKZjNGjR9OqVStiYmI4ceIER44c4fz585w7d07s1+joaNTU1OjTpw+dO3emV69edO/enZEjRzJ58mRxkYiFhQX+/v4YGhrSoEED2rZtS926ddm6dStqamo0bdr0jVaeCtLT07G1tcXS0lIcZxMSEujSpQt2dnY8ffqU5ORkOnbsiK2tLXPmzGH16tUkJiYik8lEG7yRI0cyadIkDh8+jI2NDW3btmXDhg1AkeJhly5dkMlkBAQElNpfQkJCQkJCQkJC4p8gKeZISHzGKKxlFLi7u5fapiyPdcVKluJy2mVJ3ErKCRISb0dxJZwKFSpgbW3N4cOHSynhxMbGoq2tzYgRI4iMjCQmJgYVFRXq1q2LiopKmXLbb0KhIFO7dm2eP3/O/fv3S/m1fwhWrVrFr7/+KsrFh4eH07Vr17+cGNyxYwf+/v74+PhQrly5MrcpS3b9r/j222/p0aMHjRo1wtDQsNT7Hh4eyGQyfvnll7dv3AegpG3Bu6IIDJqZmbFmzRolNaKybAacnZ05fPgwx48fx8/Pr9TxSloQqKmpoa2tjba2Nnp6ev+4nhL/DczMzD7o9UVC4kuhpOLM8ePHAXjy5AlBQUEUFhbSunVrUlNTuXjxImvXrhUtaYtjYmJCdHQ0Kioq2NraMmHCBKDIvmTbtm3idiWVa2JiYtiwYQMVKlSgUaNGaGhovLGuZSm4lFTlvH37NoWFhSQkJNCwYUOl/TU0NCgsLERdXR0TExMWLVpEzZo1KSws/OxUYTp27EhcXBz379+nZs2aZGZm8vDhQ4KDg9m7dy+VKlXCwcGBgQMHionUCsVAZ2dn0X5s4sSJBAQEYGFhwZQpUzhz5gwAxsbGrF+/ntTUVJ49e0ZUVBS//PILu3btYvz48Z+49RLvE0WAODc3l507d7J06VKOHz+OqqqqqHCSnp6Om5sbKSkp7Nmzh+rVq+Ps7Ex+fj76+vps376d77//ntatW9OlSxf27t3LtWvXGDNmDL6+vjx8+BB9fX02bdqk9Bt/8OABT58+pXfv3kDRbzsqKoo2bdrw448/kpeXR4cOHThx4gSVKlXCwsKC2NhYGjVqxE8//YSKigrly5fn7NmzmJmZERYWRlhYGLVq1eLhw4c8f/5c6Tv9pVNSCRQo03ZXQUmVzzchk8nEa3ZJwsPDadGiRSmFUQW1a9d+r3M1CqXkD4VcLqegoIC+ffuSm5uLrq4uTk5OzJgxo9TvIi0tjZ49eypZJ06ePJmHDx+yYMECTp8+zdatW4mMjMTb25slS5bg4+PDvHnz+PPPPzl8+DDz588XkyljYmI+aNu+RBTjuomJCY6OjqIynyLJd+rUqfz0008EBwezdu1aNDQ0yM3NFfdPSEgQ/2/YsCENGjTgyJEjQJG6d2xsLOfPnycnJwcLCws2bdok3lvY29tTt25dlixZwtixY99YRz09PY4ePYq6ujqenp7cuHGD169fc/ToUbZt28bq1avR09PDz88Pb29vcazesGGDqBqVkZFBYGAgderUIScnB2dnZwoKCpDJZHh5eREaGsqECRNwdHQUVXWK7y8hISEhISEhISHxT5AUcyQk/uNER0cTEhLyqashIfFZU1wJ58CBA4wfP75MJZwFCxbg4uJC3bp1cXJyonz58iQnJ7NmzRoEQRDltjdt2sTjx485f/68ODFWkrIs6RQrt65cufLB2urv709MTAwXL17E3d2dQ4cOcfDgQTZu3Ii3tzf16tUTk/9SU1NJSkpi3rx5nDt3jhEjRgBFk82NGjUCiialZ82ahbW1NadOneLcuXP8+OOPwP8nBxbfXjER1qZNG+Lj41m3bp048R0SEiIm9aioqODu7l7mZPfnRPGJTXt7eyWlIblczsuXL3n58qX4HXFzc2Pnzp1cvXq1zFWhJYOkcrmcnJwc0tPTycjI+IAtkfhYnD59mq+++orKlSvTtGlTmjRpgp6eHlWrVsXMzIyUlBTCwsJo3LgxOjo6tGrViosXL9KvXz/09fXR1dXFzs5OyZ5i3LhxODs7ExwcTFBQEFAUqPLy8qJly5ZcvnwZgKCgIKytrRk7duwHsdKT+DIIDw8nPj7+U1fjg1JScUaBvr4+1atXp1atWjRs2BBVVVWmT5/Ozp07iYyMBIoCpIcPH8bT05NTp05ha2tLlSpVOHPmDB07duTx48e0adOGfv36YWNjw9WrV8Xfa+vWrfH09EQul3PkyBF8fX1RUVHB29tbVLpRJIsWV3DJyMhgxowZyGQy7OzsCA0NFVU5ZTIZBgYGuLq6Mm7cOCZPnqzU1m7duuHq6squXbuYPXs2vr6+2NnZ0bVrV3Jycj5Cb78/OnXqxOnTp7l58yYeHh5iskRCQoKogPPgwQMyMjLEROqgoCDkcrnScZKSkpg6dSoymYxjx46Rnp4OKNt4NmvWDFVVVTHBWuLLorji4bJly0hLSyM6Opply5YRGhoKwLNnz9i+fTtff/01u3btQl1dnf379xMTE0PTpk05fvw4ffv2ZdeuXQD8+uuvuLm5ERYWhouLC8ePH0cmk7Fz506lc1evXp0aNWrw/Plznj9/Tnp6Otu3b+fVq1e8ePGCvn37vtFSraSipYmJCb/88gvR0dHEx8fTrl07dHR0uHfvHtnZ2dy4ceNDdeEnpfjzV/E+EQSB3NxcJbWMks9q7yMh0dvbmzZt2hAeHl7mAqoPRXR0tHifp+DBgwfMnj37b/dVKJiYmZnRt29foqOjsbGxoWXLlkRGRjJ69GguXrxIy5YtOXnyJJmZmSxfvlz8XXTs2BEoWqzRrFkzXrx4gbe3N56eniQlJTFt2jT69etHaGgoW7ZsQRAEBg8ezFdffYWnpycWFhbk5uYyYcIEJRW5jRs3fpC++pJp3rw5cXFxzJkzhxo1aiCTybC1tWX9+vVERERgZGTE6NGjqVixIkePHqVDhw5s2rRJTKTR0NDA2dmZ5cuX4+fnh7m5uZK692+//caVK1dwcnJSUvxWMGPGDJKSkti6desb6/jkyRPc3NxEhar09HSlBS3Jycn069ePK1eu4OHhweHDh0sdw8DAQLTbjI+Pp3Pnztjb23P16lUArl+/Ln4v34dN6IfmY18v/mu8S//+VVLZP+F/WeglISEhISEh8e/j845WSUhISEhI/AsoOWmzceNGNm/eLHrcK5RwduzYwdWrV4mNjeXWrVt06tQJa2tr0XIoMzMTFxcXCgsLqVy5Mi1atMDJyYlRo0bRt2/fv6yDq6srffv2xcnJiYoVK/7l6vgvgbi4OIKDg8nMzCQ4OFjpvdjYWCZPnizaNX3OKCY2X79+zfz588WJQiiSnXd0dEQQBHGlq5GREbdu3cLOzu6tjj958mSsra0xMzOjevXqH6QNEh+XgwcP0rp1a5YtW4aRkREODg7o6emxdu1a5s+fT0hICA8fPqRJkyacPXuWQYMGiTZyAFu2bCEmJkZU47h16xYVK1Zk8ODB1KxZk6ioKKAoUHPu3Dni4+P5+eefqV69OhcvXhT3LUuxT0ICEJO23hQY/hIoqTijUJUr3lYVFRUiIiJo2bIl1atXp0KFChQWFpKWloazszP9+/dnwoQJBAUF8d1331G1alUmTZrE4sWL8fDwIDw8nAoVKtC4cWO2bduGhoYG9+7d48yZM2hpaXHkyBGMjIxYsWJFmRYs8P8KLomJiWLiQFJSEosWLRJVBlJTU0lMTBSTbhUokmdLKnh+zr99AwMD7t+/T506dejUqROurq6MHDmSR48esXPnTrS1tcnPz0dVVZUBAwbg5eWFn59fqURqExMTPD09xUScgoICEhMTlQJ7JROsJT48giDQvXt3MjMzOXToEI6OjtSqVYsdO3a893MVDxAHBASgoaEhBtZq1qwJKCdnJScnk52djZ+fH2lpaTx8+JDGjRvj4ODAzZs3efXqFWlpadSvX5+kpCTi4+NZtWoVr1+/ZsCAAUrn1tHRERNoVFVVad26NZs3b2bUqFHo6emhp6dHjRo13qodimS73NxcNDQ02LVrF99++y0uLi4YGxtTt27d99dp/yKaN29OQEAAt27dUnqm8vb2xtLSEmdnZ7FMkZyosFF6EyUVVhUcPnyY0NBQsrOzGTduHF5eXoSEhGBpacmff/7JkSNH2L17N0+ePGHkyJGsW7eO8uXLs3//fhISEoiPj2fIkCFvPG9qaiohISH/OGBfo0YNAgMD/3a7gwcPEhkZyZYtW1i5ciU3btxAS0uLkydPUlBQwPDhw1m+fDkGBgbs3r1bTBRT/C4KCgoA0NbWpl+/fgQEBFCtWjVu377NtGnTGDhwIIaGhmRlZXHx4kW6du3K5s2bcXBwICcnh2PHjqGtrU1SUhLt2rVTUpGTeDd0dHSUlIZKfv6urq4A/PTTT2JZbGys+LqsJIJly5b9bVmVKlXEe43ly5f/ZR23bNmCq6sr3t7eeHh4YGNjIyY9KpR6NDQ0WLBgAXl5eXTq1IkuXboojb3Fx+R58+YRFhZG7dq1ady4MVA0lp89e5bOnTuLijlf4j2rxPtHoTIlISEhISEhIVEW0hOKhMRnxOnTp5kwYQLa2tp4enpy+fJlLl++TOXKldm8eTOXLl0iKiqKWbNmiRMvMpkMX19fqlatKspk16lTB19fX+7cuYORkVGZNjASEhJvj2LSpnv37sjlcpYvX86lS5e4efMmw4YNE5VwFAGcIUOGEBYWxqRJkzAxMVE6Vkm5bTc3N9zc3MS/Fb/tWbNmASipUvz666+oq6szcuRIGjRo8I/bEx4eTkFBAUOHDiUkJIRy5cqxZ88e8drToEGDUtcaDw+PUvL7AA4ODh9kQtTGxoaTJ0+W+Z6VlZUosf+5Y2ZmJn7WgFJg1MnJCScnp1L7lGy7InhaXHZb8bpr1664uLiQlpZWpvWVxOfHqFGjCAgIYPjw4TRo0IB69epRtWpV2rZty/Pnz7l79y737t3j6dOnGBkZoa6uTsuWLZk0aRIRERG8fPmSihUr0rBhQ65fv87z58/Jz8+nf//+Sr+5Ro0aUb58eVHt4fbt26J9g5mZ2WcdnJf45zRt2pS5c+fi4uJC7969qVOnDps3byYvLw9zc3OOHTuGTCZDU1OTp0+foqWlxR9//IEgCNStW5d9+/aJq5c/Z4rbPrq7uyupKxTn1q1bfPXVVzx48IA2bdpw9OhRoqOjefHiBUlJSejp6TF9+nRycnKoWbMmzZo14+HDh8jlcr755hsSExNJT08nPT2dbt26ceHCBQ4fPkyfPn3Q1dXF2Ni4VCCpeBKIInEkKSmJ6OjoUokD/0Vq1qxJixYtqFevHo8fP6Zjx460atUKFxcX5HI5VatWZe3atX+ZSD1t2jT8/Px48eIFqqqqrFmz5lM3SwK4f/8+lSpV4sCBA5w+fRorKyu+//77v9znnyYQFlc8HDx4MBkZGUp2MGlpaaV+l5GRkRgbG7NlyxYCAwPFc8tkMoKDg8WkaxMTE+zt7enTp494PAXFE+UU1kAKiivhlVWmUNUCRBWnRo0alRrP27dvz8WLF9+lOz47SiYmKBg2bBjDhg1TKive54rPBChld6NQWA0LC0Mul4ufp7W1tZKFTv/+/dm6dSsHDhygcuXKCIIgqudMnTqV2NhYAgICMDc3x8jIiJSUFJycnNi8eTPNmzenW7duREREcPPmTSZOnPiX7SwoKGDQoEGkpaVRu3ZthgwZUsqG7eXLlwQFBbFp0yb279/PvHnzKCgoIDg4GGdnZyIiIvj+++9JSkpi3bp1XL16lZycHHJycmjRogVBQUHUrFkTNTU1fv/9LzmjtwAAIABJREFUdxwcHEhLS6NcuXKoqqqiqqqKlpaWaGWUnZ1N06ZNuXLlCtWqVeP+/ftAUSKbl5cXEyZMwMXFhcTERAwNDREEAW1tbU6dOkX58uWxtraWkif+A9jZ2eHl5UVERIRYVnxBy65du9i7dy9Lly4lJycHT09PAAwNDenTp08pFahevXrRs2dPzMzM0NXVBYosuwYPHsysWbPo2LEjc+bMUdq/SZMmH6/BbyAvL++tLOJKzgm/fv0aLy8vNDU1cXBwYNq0aYSFhYkLm3766acyLVb/a7xN/xYUFJTqS0tLS06dOsXevXv57rvvaNOmDX/88QenTp3C29sbHR0d4uPjcXBwYPr06SQnJzNq1Chyc3NxcHAgKCiI8+fPM3z4cJo0aVLm+C0hISEhISHx+SIl5khIfEYcPHiQuXPnIpPJOH/+PHFxccTExLBp0yZWrlxJ+/bty9zv2bNnREVF8csvv7Br1y4sLCxQU1MjKiqKOXPmkJeX95FbIiHxZeHi4sK+ffuwtramYsWKmJubv5MSTnHp5v+Fbt26kZWVRaNGjbCwsHgvxwTla48gCGUmxCjk97W0tAgKCuL48ePiajOJfy87d+5kxYoVZGdns3jx4k9dHYn3gK6uLitXruTZs2d4enry22+/YWhoyMWLF9HR0aFOnTrUqFGDly9fYmVlxfTp07l48SKzZs3C0dGRTp06sXfvXgRBwNjYmIcPH6Kurs4333xDZGQkPXv2BEqrPRgZGfHHH38AH9ZOT+LfzdChQ5k/fz4uLi7Exsbi7u7O/v37adeuHfXq1RMTB+vUqUNAQACzZ8/G0NCQ3r178+zZM3bt2sX48eM/cSv+d0qqyChQJEoqXm/bto1bt26xadMmRowYgb+/P8nJyaUC+F27duXo0aPEx8djZWVFmzZtOH36NDExMaxZs4a0tDT8/f3ZuXOnGBhWVVWlW7duQFGQ+f79+xgaGipZzyhWi5uYmODo6Kh0XgXFLSr/CxRX20tLSxNfHzt2TGm7v0uk3r17t9L7xa2Di/epTCaTLAo+EAUFBfTq1Ytz585hb2+PmpoaJ06cYOjQofz555/cvXsXdXV1xo8fz5AhQ8jMzKRp06YsX76ckJAQbt++TVpaGps3b0ZfX/+dzl0yQLxy5UpkMhkqKioMGDAAR0fHUvu0b9+e2bNnc+HCBXR0dMT76L59+2JqakpSUhIAfn5+DBs2jOXLlyMIAqGhoW+cB5D49/AmW5z4+Hi+++478vPzuXr1KhEREdSqVYtp06axaNEi9PX1SUtLIzg4mDt37hAaGkr16tU5f/48c+fO5dtvv8XV1ZXdu3czZMgQzp8/z40bN9DX18fKykpUbwJYuXIl4eHh2NjYcO7cOUaPHs3Zs2cZOHAg4eHhVKpUiQsXLmBgYEC3bt1YvXo1JiYmHD16lI4dO/L06VN+//137OzsGDFiBHp6ejx58oSff/4ZJycnnjx5gru7OwkJCcydO5e1a9cCMGDAAAIDA4mLi2PZsmVoaGiQmpqKhoYGBQUF3Lhxg6dPnwJFvx03NzcyMjKoXbs2JiYmJCcnc/XqVX777Tdq1KjBgQMHGDZsGK9evSI7O5s6derg5OSEqqoqN2/eFI9TWFgoKeZ8obRq1apU0nPJsdTd3R13d3elMoVCKCjfk/n6+pZSF6xRo4ZoM1rW/u9CdHS0uLDpfRIREYG5uTmBgYH4+fmRmZmppIAYGhpKQEBAqTlhbW1t/Pz88Pb2RhAEMjIy2Lt3LzExMTx79gxfX1+lpKf/Km/Tv+3atVPqy+LMnTuXmJgYnj9/rvT9bNasGT179iQgIIDp06cTGBjI2rVrMTQ0ZMCAAdy7d48ZM2YQERFB1apVqVatGsnJyaK9+7vg7e1NUFDQP9pXQkJCQkJC4sMgPaFISHxGjBo1ilmzZrF27VoaN24srmBo27YtJ0+epEOHDuK2giCIQbOSMtm3bt0SJ2jatGnzxShLSEh8KlRVVcWJxzfxdwGcv+JtV0Ll5eWhp6fHtWvXSElJoX79+rRs2ZJmzZpx/fp1Vq5cSbt27f72fCUD7qNGjWL79u2sXbuWsWPHlnpfRUWlTPl9KTHnf+NjBOv69+9P//79P+g5JP456enpeHh4kJ+fj6mpKUuXLlWyQTh06BBxcXFMnjyZcuXKMWLECNLT0wkJCSErKwsNDQ1q1KhBeno6NjY2lC9fnsaNGzN06FCmTJlCbGws8+fPZ+LEiWRkZHDq1CmioqIwMDAQlTSqV6+OTCbj5MmTPH78+I11rVmzJmZmZlhZWdGsWbMv3k5PomzGjRsnBpYrVqzIhQsX2Lx5M4IgkJWVRXp6OoA4PhgbG2NgYIChoSHZ2dmiSsN/BVdXV9zc3HByckJXVxcdHR1q1KhRKoBvYGCAq6srjx8/ZvPmzVSvXp3k5GScnZ0xNDSkdu3aSscNDg6mYsWKrFixgoyMDLy8vPDx8cHMzKxMC5uWLVuWOq+kovb5oVihLVHE7t27ady4MTo6OjRp0kQcl8LCwpSCpBMnTiQgIAALCwumTJlCXFwc8P9Wb+9KWfdvgYGBpexgykrOKkuJplmzZqLND4CWltZ/KlnuY6L4Xrx48eK9W5GUVFhVUNJC59atW6JqmbGxMQkJCURHR3Py5EkEQaB169ZoaWlhZGSEqqoqFSpUIDMzE0NDQzIzM8nJyeHBgwc8efKE2NhYtmzZwpEjRygoKCA8PJy4uDguXLjAuXPnuHnzJhUrVsTNzY0OHTrg7u6Oj48PgYGBokrqwYMHkclkLF68GENDQ+zt7bly5QpVq1bl119/pXXr1lhbW/PVV1/x+vVrLly4UCo4XbVqVerVq8f9+/dRVVWlbdu21KpVi0qVKnHp0iWqVKmClpYW9erVw8zMjIiICNTV1bG0tKRixYqcOnUKS0tL1qxZw2+//aakYNakSROqVasm2lYpfkvFLcaKKxmVRUhICDKZjCpVqvytNZiExKdGYasFlJrbffHiRZkKiCXnhH18fAgJCcHDwwNPT0+qVatGQkICtra2n6RN/1bepn/79eun1JddunQR91dTU0NbWxttbW309PTEcm1tbY4fP46WlhYA165dY9CgQUCRYl1aWhrPnz8X7SIrV678MZorISEhISEh8ZGQEnMkJD4jdHV1Wb58Oenp6QwZMkR8yLpw4QINGzYUV8MCJCYmYmpqCpQOstevX58TJ04AcOnSpY/cCgkJiXflbVdCPXjwQFxRP3fuXFauXMndu3eJi4vjxYsXDB8+nP379//t+XR0dMQVaImJiXTo0EHp2hMaGlrqWvMm+X0JCYl/jp6eHkePHkVdXR1PT0/mz5+vZIMARTLre/bsQU9PD7lczoEDB5g6dSoBAQGEh4eLKg06OjrMnTtXtKCrU6cOdnZ2LF26lLCwMNTV1WnevLkoXd6vXz/U1NTQ1NRk9OjRBAQEYGlpyaxZsxg3bhxjxoxRsthct24dISEhqKuriyogEv89NDQ0MDQ0xMPDA3d3d7Zv386GDRtwdnamcePG9OzZkyVLlogBBRUVlTfaLP0X0NTUZN++faXKiwfwU1NTqVOnTqlAfFkJGIqyGTNmMGPGDKX3FNY6CooruCjOWTJxQOLzoXig/7+OYmzKyMige/fupKenk5qaSkpKCu3btyc/P5+vv/6ajIwMkpKSyMnJwd/fn2vXrqGiokJmZiZ5eXmcP3+e/fv3M3ToUHx8fD51syQ+Iu87KQdKK6wqKGmhU79+fY4ePQoU2Yupqanh6OhImzZtKCgoYPDgwXzzzTfi2FlcEaZjx47s37+f7t27i2Vt2rThyJEjZGRkULduXdTU1DAzMwOgQYMGZGZm0rx5cw4cOIChoSHJycnUqlWL9PR0HBwc2LNnD9euXaNfv36UK1eOjRs34uXlxcGDBylfvjx5eXm8fv2aihUrcvr0aXbs2EFWVpYYuI6KigKKEnf//PNPkpOT0dfXx8TEBH9/f9FuS6HUVtwCrKTKHBQtSiupYFbSrjc8PJwqVaoo2bBFR0cTHR1NSEiIUmJDcczMzMS+kZD4EPTr14+HDx+iqanJzp07OXToEBkZGYwePZrLly+zdu1aFi9ezKhRo7h27ZqYiJmQkMCCBQvERVOK5I/69euTkJBA165duXTpEk2bNi2lgFiWdaKGhgYLFiwgLy+PTp06cfDgQdq1a8fOnTvF/b5E/s6y3dfXl2+++YadO3dSv359evXqxfHjx5k1axa3b9+mVatWpfq3oKBAqS+LJ+bI5XJycnJ4/vw5GRkZYvm2bdu4cuUKL1++ZMaMGaSnp1OxYkU2bdqEoaEhwcHBXL16lU6dOrF9+3YyMzNZsmSJkv1VWZZYCQkJjBo1isLCQsaMGSNauAG8ePECDw8PXr58iZmZGYsXL+bJkye4ubmhpaWFhoYGEyZMYNu2bYwePZrmzZuzaNEi0b5NQkJCQkJC4v1R+klEQkLiX8uqVauwtrame/fueHt7o6WlhZWVFVu2bGHEiBGYmpqSnp5O165d/3JVe/v27cnNzcXe3p7r169/xBZISEj8E0qu1Hn16pW4UmfkyJGi53SLFi1QV1fHzMyM5ORkABo1akTFihWpXbs2L168eKvz2dvbc/jwYVxcXICiFTzFrz1lXWvat2/P3r176d69O6mpqe+5ByQk/psoJstkMhmnTp0iJyenTBsExQo8VVVVkpKS2Lp1KzKZjKVLl/Ly5UsaNWqEn58ftra2vH79muHDh4uJNcWly/fs2SMG88PDwzl58iT9+vVj27Zt4rnGjx+PhYUF/fv3F23ujh8/Lq6wtra2ZuXKlQwdOvQj9pTEv4kRI0Zw/fp1pkyZwvjx4/H09KRu3bo8efKEu3fvfurqSUh8toSHhxMWFgYUJVZFR0fj4uJCjx49iIyMpKCgAD8/P9q2bSsmYoeGhmJjY0P79u3FBRkymYyAgADatWv3t4qPnyOKsSk0NBRVVVWePXuGo6MjlpaW3LlzB3V1dUJDQ/Hy8qJp06aiDWvt2rXJyMhg8eLFREdHM2PGDE6dOsXmzZv/9dbPMplMSVVH4n/D0tISgHPnziGTyejUqZOonjR48GBsbGywtbV9p4Q4hcJqTEwMBw8eJDo6GnV1dXx9fUlISODnn3/m0qVLuLq6UqFCBX744QcqVKjAwIEDqVGjBuHh4WzevJn169fj7+8vqp+VL1+erKwsAPT19UlOTsbLy0tcZKH43evp6XH37l3kcrloOdqrVy9ycnKws7MjMTERDQ0N0Ybt/v37+Pn50axZM2xtbTl58iRbtmzBy8uLy5cvM3HiRFRVValbty42NjZcuXJFVHHetGkTY8eOVWr/gwcPmD9/PklJSUycOBEXFxdSU1Oxs7PDzs5OKYmmJMWvdQcOHMDa2pqOHTty+PBhoMiiq0OHDkyZMkVMCNq/f3+pa194eDiTJ0/Gy8uLp0+fYmtrS9euXbl8+bJ4nqCgIKBISc7Ly4uWLVuK7wcFBWFtbc3YsWPx9vZ+689eQkJByecrFxcXDhw4ABQlawwYMID9+/dTt25djh8/zpgxY1i5ciVQpI68b98+pcQPV1dXTp8+jZOTE8+fP1dSXrS1tX2j6tvevXuxsrLCwsKCgQMHoq+vT7du3bC2tsbW1pbvv//+w3fGv4CSz7KJiYm8fPmSlJQUli1bRkJCAkePHhUtoPv06VOqf0v2ZXEmT56MtbU1wcHBVK9eXSzv378/gwYNomHDhqSlpXH69GlUVFTo1KkTlpaW3Lhxg0OHDpGTk8PXX3+Ntra2OB9w8OBB8Tgly7799ls2b95MbGwsS5YsUUqwWr16Ne7u7sTExJCTk8O5c+cICwtj+PDhHDx4ULzP8fDwYOvWrQAcOnRItMWVkJCQkJCQeI8IgvCv+demTRtBQkJCQuK/QUpKinDs2LFSrxV/e3h4lHr9V6xdu7bM13+HjY3NW2/7qdi6daswZ84cQRAEYfjw4cKiRYuEMWPGiO/n5eUJKSkpQtOmTYWCggLh3Llzgp+fnyAIgqCrqytkZWUJaWlpQteuXT9J/SUkJP4ZP/74o7B+/XpBEARh4MCBwu7du4XAwEBBEAShsLBQEARBsLKyEjIyMsSyiIgI4ccffxSPkZqaKri4uAjNmzcXzp07J7Rr105Yv369cPz4ccHIyEg4d+6cULduXcHGxkb8V1BQIIwaNUqwsrISWrZsKYSEhAiCIAj6+vqCvb29IJfLBUEQhLS0NGHkyJGCp6encO7cuY/VLRL/cq5evSqMHj36U1dDQuKLY/369cKaNWsEQRCE6dOnCydOnBCcnJzE9xs0aCDcvn1byMrKEjp27CgIgiBkZ2cLgiAIN27cEAYOHCgIQtG978WLF4XXr18LVlZWH7kVHx7F2DRw4EDB3t5e0NfXF/r16yds3LhRaNGihZCZmSnY2dkJdevWFUxMTITFixcLDg4OgoGBgWBvby/cunVL0NbWFkxNTQUbGxvhq6++Eu7du/epm/WX2NjYCPn5+Z+6Gp89J06cEAIDA4VOnToJgiAIjo6OwosXLwS5XC7Y29sLr1+/Fuzs7ARBEMR7oU+Jor4+Pj6Cvb294O3tLTRp0kQQBEEIDAwULC0thdGjRwuDBw8WBEEQVqxYIbRv317w9/cXOnfuLAiC8ndH0e7ir7dv3y7UrFlTkMlkQu/evUvto3iWXrhwoeDs7Czs3Lnzg7TTyclJKCwsFM+dkpIiVKlSRejYsaNgYGAg5OTkCFZWVoKurq7Qv39/YeXKlYIgCEKfPn2E6tWrC76+voKRkZFw+vRpwdTUVDAzMxP69esn3LhxQ6hWrZpgamoq+Pr6CoGBgUJAQICgoaEhWFlZCREREYKtra3QqlUroWrVqkJ8fLywdetWsU8lJN6EXC4XunbtKlhZWQlRUVHC1KlTxecrQ0NDoUePHoIgCMLgwYOF27dvC7a2toJcLhfmzp0rmJqaCrVq1RI6deokTJo0SThx4oQQEBDwiVv0+RMeHi54e3sLa9asEYKDg4XevXsL5ubmQrVq1YQ2bdoII0aMEOrXry8YGBgINjY2QrVq1YRhw4YJ+vr6gkwmEw4ePCheRydPnvy3c4mK6+S9e/eU5uIU1+5t27YJxsbG4jN4//79ha1btwpLlixROs7gwYOF69evC4Lw/9fcssosLS3Ffdzd3YWwsDChf//+wo0bN4Thw4cLv//+uyAIRWPBpk2bhOHDhwtXr14VBEEQpk6dKpw4cUIc71JSUj76dW79+vXi3Edx/m5+d+jQocKMGTPe6VzvMmcsISEhISHxNgAXhLfMhZEUcyQkJCQkPgmpqakcP3681Ot/yrp168p8/SXwtiuhDAwMcHV1Zdy4cUyePBkAQ0NDfH196dGjB8HBwZ+yGRISEu+InZ0d8+fPx9XVlezsbCpXrsz9+/dFBSsoUkPo0aMHtra27Nixo9QK5N9++40JEyZgZ2fH9OnTSUtLQy6XIwgCubm5zJ49m3bt2okS/0ePHuXy5ctkZ2cTExPD6NGjRXshY2NjBgwYwDfffAP8v8Xm3LlzmT59+ifrJ4l/D7GxsQwZMoRx48Z96qpISHxxlGX71rp1a7GsWrVq1K1bF21tbdTU1ADYuHEj1tbWDB06lPT0dHHb5s2bo6mpWaady+eOYmz64Ycf0NDQwNHRkW3btlGnTh169+5NZGQkVlZW3L59mz59+lCpUiVWr16Ng4MDUVFR1K9fHysrK06fPk10dDSXLl2idu3an7pZSsjlcoYOHYqNjY2SesLhw4exsbGhbdu2bNiwAYBly5bRoUMHbG1tuXjxIrt378bc3Bw7OzullfcSpTl//jwtWrSgTp06PHjwgIyMDAYPHoynpydBQUGf3EIuNzcXLS0t1q1bx9KlS7lx4warVq0CYNasWcTGxrJ06VLCw8MBGDp0KGfPnqV///7k5+fz/fff4+DgINphlbSOys/PZ8mSJaxbt44TJ06wa9cuAFHtR/EawN/fn0OHDr2T5YlC3eZtaN26tWg/17lzZwYPHkzNmjXZuXMn5cuXZ/Hixdjb22NqakqlSpU4ffo0rVq1Ii4ujqZNm9KwYUOgSH323r17tG7dmunTpxMYGIi7uzs//fQTKSkpvHz5kri4ONq1a0dMTAympqZcu3aNhQsXMmTIEFq1aiXZXUm8Fffv36dSpUrExMSgpqam9Hxlb28vbjdw4EAmTpyIubk5KioqmJiYMGjQINLS0jh16hRz5swB+CLH64+Njo6OqCKdmJhI+fLl0dDQYOXKlejr6zN8+HCsrKxwcHAgOjoaXV1dAgMDuXTpEpUrV+bbb78lPDycuLg4evfu/bfn27lzJzY2NvTs2VPJLlZDQ4PCwkJMTExwdHQUn8M3bNiAiYkJZ8+eFbdV3O8VvwdUULKsSpUqpKamkp+fz61btzh58iS5ublAkXVhfHw8ABcuXKBhw4bUr1+fxMREBEEQldRUVFQwNzfnm2++oX///u/Sve+FssbVv5vfXbNmDd9+++07nedLmzOWkJCQkPi8UP/7TSQkJCQkJN4/q1evJi4ujjNnznD16lWeP3/O6tWrad68OVlZWTx48IDCwkKOHTvGkSNH6NixI05OThw7doxLly4hk8m4e/cuubm5NGjQgDNnzmBqaoqbmxuJiYnIZDICAwOpXLkyU6ZMIT8/n6FDh+Lj48P+/fuZPn06bdu2/Sxk3zU1Ndm3b1+p8uIP96mpqdSpU4dNmzYpbVOpUiUlGxoJCUtLS6WJd4l/L61atRKtCBTY2dkp/d2pUydOnz6tVKbwvQdYtGgRS5YsISsrC3d3d169esXu3bt5/Pgxp06domHDhqxfvx5ra2vU1NSws7NjwoQJJCcn4+zsjKGhoVJAcsiQIYSGhjJ37lw0NTX59ddfycrKYsqUKR+gByQ+N6ysrDhz5synroaExBeJjo6OOCYkJiZia2urFKh7+vQp9+7do2rVqhQWFgKwfPlyLl26xM2bNxk2bJi4bVkBni+FVatWiWOTu7t7qXG0ffv2zJ49mwsXLqCjo0Pjxo1LHeO7777DxcUFuVxO1apVxYSEfwt79uzBwMCAsLAw5HK5eG9gbW2Ns7MzBQUFyGQyvLy82LNnDydOnEBLSwtBEFiwYAHbt2+nXr16YsBPomwaN26MjY0N8+bNIz8/H1VVVQYMGICXlxd+fn6cP3+e9u3bf5K6paWlMXPmTJYtWwZAkyZN/vb+fsmSJURERJCXl0fPnj2pUaPGX1oyaWhoEB0d/d4SAuRy+T8+lqqqKnp6erRo0YLIyEgePXrE8OHD6d+/Pw8ePCAnJwddXV2gKPlm9uzZfP/991y/fp3o6GjatGkjHsfExARjY2MSEhK4du0aR48eJS4ujqysLIyMjJg8eTI+Pj74+/vj5+eHmZkZy5Yt4+zZs0ycOFEMYEtI/BWTJ0/mxIkTdO7cmcePH/Po0SM0NTVxdnbm1atXZGRk4OTkhKamJufPn8fJyUkcd1RVVZk1axatW7fGzc2N1atX8+zZM/T19Rk/fvynbtpni729Pd988w03b96kYcOGZGRkkJGRwciRI2nSpAl5eXno6+uzceNGbG1tEQSBs2fPsnTpUi5fvsykSZO4evUqampqb5Wg179//1LJLXK5nFWrVrFnzx7Cw8NxdnamcuXKQNFz9sKFC4mNjcXQ0JAXL14wc+ZMYmNj6d69Oz/99BNQlNSYkZGBm5sbo0aNEst++OEHBg4cyO+//05ISAjz5s2jsLCQNWvWMGzYMDp16sS4ceOoU6cOYWFh/PrrryxcuJDRo0djZmaGhoYGUGRnJZPJ+OWXX95n95dJXl4etra23LhxAw0NDfr27Uvt2rXJzMykSZMmTJgwgStXrqCrq4upqSk3btxAV1eXe/fuUb9+feLi4rC3t6dBgwYYGxuzfPlyNDU1ycnJYfPmzTg7OzN+/HguX76MXC5n8+bNXL58+W/njL8UFIm5b2O/KM0TSkhISHw8pMQcCQkJCYlPgp+fHw0aNGDmzJkcOXKE2NhYBEHAwsKC5s2b0717d6KiolizZg2dO3dm3bp11KxZk8ePH9O0aVOeP3/OgQMHMDEx4eTJk3Tr1o06deoQHBzMkSNHxNV7Tk5O7N27l0qVKuHg4ICHhwehoaGcPHmSZ8+eYWtr+2k7QkJCQuID4u/vj7+/P1CUwJeYmFgqgc/Hx6fUBFRZkzKKsoCAAKXjS0hISEh8eOzt7fnhhx84f/68qFZRHD09PUJCQrh8+bKokmhubo61tTXW1tZvdY5169bh6+v7Xuv9sSk+7hVHJpOJCh0XL14s9X7xsdHc3Jxjx459sDr+r1y/fp2OHTsCyioK8fHxfPfdd+Tn53P16lWgKMlo5MiRlCtXjpkzZxIUFMSsWbMoKCggMDCwzMQkiSK8vb2ZN28eq1atonPnzowcORI3NzfkcjlGRkYsWrTok9Wtdu3a7xxAGz16NNHR0eTm5pKQkECNGjXw9PRk3bp19O7dm+zsbPT19dm+fTsymQxzc3PS09NZs2YNvr6+PHz4EH19fTZt2sTLly9xc3NDS0sLDQ0NJkyYgLGxMR4eHuTn52Nqasry5cuJjo5mwYIFCILAqFGjuHv3LuvWrXsntRwFqqqqfP3119jb23Pv3j2MjIw4efIk5ubmbNmyherVq6OlpcWlS5eoX78+c+fORVVVFR0dHS5duqR0nKFDh9KnTx8ePnxIu3btCAgIoLCwkOPHj2NnZ4exsTEGBgYcO3aMqlWrsnHjRlxdXenQoQOOjo5iAFtC4k3MmjULKFLzKF++PCoqKtja2rJ79262bdtGXFwca9asITQ0lJSUFBo1akReXh6HDx8GioLkx48fp1evXmzdupUmTZp8cpWuz51KlSrxww8/kJiYyLfffkvv3r1ZuHAhXbp0IT09nSEOTOL2AAAgAElEQVRDhrBixQoePHjApk2bsLS0xN3dHXd3dzGJw8rKCrlc/o8T9Pbs2UOdOnV48eIFcrkca2tr7t27B4CzszMA9evXZ+HChTRr1oxatWrxxx9/UFhYyIgRI4iOjkYmk7Fq1So6dOiAlZUV0dHRODo60qpVK06fPo1MJuPrr7/mypUrBAUF0ahRIyZOnEhERAQWFhZMmTKFM2fOoKWlxdixYwkMDKRbt27Uq1cPKErednd3L/Ne830TERFBkyZNqFSpEoaGhuzbtw9HR0dWrVpFq1atuHPnDiYmJhQUFHDixAl+/vlnIiIi2LNnD25ubkRGRiodTxAE4uPj6du3L0uWLMHZ2ZnQ0FAqVKhAVFQUq1atYvbs2bRo0eIv54zLlSv3wdv+sXjx4gWzZ89WWtj5V4SHh1NQUMDQoUM/cM0kJCQk/rtIiTkSEhISEh+N1NRUbt26paT4kJ2dzbx580hKSiIrK4vjx48jl8u5e/cu169fJzk5mZSUFOzs7MjMzKRz5848evQIDQ0NDh8+jJqaGgYGBmhqavL8+fNS50xISMDFxQWAjIwMHj9+jKqqKhUrVqRixYro6+t/tPZ/SOrVq1cq2A5lB9clPj8Uk9nXrl1DS0uL/v37c+XKFebOnUvXrl1Zs2YNGhoa+Pj48OrVKywsLAgNDSUsLIyff/4ZgJ9++knJ8kJCQkJCQkLi86FSpUrExcUplRUPbhe3PlCwZs2aUmWKQETJ1/BlJOb8F1BYXXTv3l0pUDtv3jzCwsKoXbu2mHBjZmZGeHg4W7ZsITw8nHHjxhEWFsbp06dZsGABK1as+FTN+NdRPHkLilRoFLZw27dvp2vXrty5c4dKlSrRvHlzNmzYwIgRIz5Rbd+diIgIzM3NCQwMxM/PTyy/c+cOenp67N+/X0lFqVevXlhYWLBkyRJcXFwYMGAAK1asYOfOndy5c0dUrFHYqenp6XH06FHU1dXx9PTkxo0bAGKyQUFBAZ06dSIuLo7ffvutzGtWWRT/XLp27UrXrl25dOkSXl5euLq6UqNGDWbOnMnMmTP5888/qVatGj4+Pnh7e+Pt7S3OK3h7e4uB5mrVqhEdHU1ycjJjx45lxowZaGhosGvXLlxdXVFRUeHQoUPs2LGDCxcuYG1tzevXrzlw4ACJiYncunXrfXwkEv8BUlJSmDhxIjk5OVy7do1Hjx4BRcqoT58+ZevWrTRt2hSgzGf1jIwMmjRpAkh2Vu+DkknO165dIzQ09K0UYNXV1Rk8eDAdO3bEwsLiHyXolUysVVFRERVzFOMNFFmOamho0KRJE6pXrw7As2fPxPdbtWqFmpoaRkZGPHr0qEy70+IkJSUxdepUVFRUyMrKwtzcnLy8PHbt2sXevXvp3LkztWvXJjY2lsmTJ4tzSB+aW7du0bhxY6pXr46uri5bt27l1KlTODo6kpubK44jzZo1Q1VVlcTERC5dusTQoUPJzc1V6hMAAwMDDAwMqF+/PteuXQOK7o2OHTtGfn6++FsrTllzxv82C9N3IS8vj759+5Kbm4uuri52dnbs3buXyMhIMfk2JSUFLy8vNDU1cXBwYNq0aWRmZuLl5cWJEye+KNUgCQkJiX8jUmKOhISEhMRHIzU1VVyFpvBVjoyMxMjICGNjYw4cOED16tVZtGgR3bt3R1tbGxMTE+rVq8fGjRtxcHDgyJEj2NjYcOLECSW1GxUVlTL9l1u1asXOnTvR1tYmPz8fDQ0N5HI52dnZPHv2jMePH3/0fpCQeFf2799P3bp1WbFiBYcOHeLy5cs8fPgQPz8/evTogaGhIePHj2fChAk4Ojoil8vJyMhg7969xMTE8OzZM3x9fYmIiPjUTZH4hLwpgU9CQkJC4uORnp6upCrRr18/Fi1ahCAIpKenk52dTXp6Ojo6OoSHh7No0SLi4+PJzMykWbNmaGlpkZOTg4GBAYWFhfz2228YGxtTu3ZtcnJyePToEWlpaejr66OtrU1kZKRoD5CXl0eVKlVwdnbG0tJSaVJeT09PlPZfsmQJLVq0+J/bGh0dTVRUlKgc8E+QyWRERUV9lJXbnwsuLi7s27cPa2trKlasKJb36tWLnj17YmZmJtr6jBgxgpSUFHJzc1m/fj0hISGcPXuWrKws5s+f/9Hr/jlZJTx58gRNTU1atGiBmpqaUvDuxYsXZGZmfuIavhu3bt2iVatWAKK1E0CjRo1o0aIFHh4etGnThq+//lppm6SkJOLj41m1ahWvX79mwIABpKSk0KNHDwDR0uXJkyeMHDmS58+fk5qaSnp6OvD/yQYZGRkYGRmhrq6udP5/QnG714ULFzJnzhzRBtvY2FjcTmHjUZzi379GjRpx6NAhpfdLKjAoAtRTpkxhxIgRqKmpsX379v+p/hL/HVasWMGUKVOQyWRYWlqKc1YJCQmMGjUKDw8PDA0NgbITb/T19bl+/TrGxsb/kx2cRBFlJTmXVNlTPC8Xv1YoEpmHDh3KiBEjOHfuHOvWrXvn85dMrJXL5bx8+RJAtCGF/5/TfFPCTUJCAubm5ty+fRsDAwN0dHS4f/8+WlpaPHjwAECcc1Wc19PTU7z2FhQUkJiYyKJFi+jcubN43I9tS1y/fn2ioqKoXr06ycnJ1KhRg06dOhEeHk54eDgPHjwgISFB7Ic9e/YwaNAgvL296dGjR6kkpJL99eTJE6Kjo4mNjeXo0aNs3ry51HZlzRl/zsyePZtr165Rv359Tp48iYmJCQYGBvzyyy/UqVOH3r17c/HiRfr168f8+fMZNGgQrVu3JikpiR9//BFDQ0O2bdvGhQsXuHfvHmPHjlWyw/X29haVmCQkJCQk/hnSzIaEhISExEdj9erVxMXFcebMGQoKCrh8+TKamprUqFGDO3fukJuby6VLl+jZsyfJycnMmTMHFxcXNm/ejK6uLrq6uujo6CAIAj179iQxMZHs7GyOHj3K06dPuX79Oq1bt0Ymk+Hq6srEiRP57rvvRK/uqlWrsmvXLqZMmYK1tTWtW7emRo0an7pbJCT+lqSkJLZu3UpkZCQFBQVYWFgwfPhwunTpwrJly4Ci1VezZ88Giib1bt26RUJCgmTXJiEhISEh8S+iLFUJQRDYs2cPM2bM4PHjxyxZsoTGjRtz7Ngx0tPTGT58OGpqauzbt4/hw4ezceNGXrx4wZgxY8jNzWXs2LFs2bKFypUrM2nSJHx8fPD39yctLY1jx47x+vVrOnbsyNSpUxk5ciRQFGTy8/PD29sbQRBQUVFhw4YNpVR0PiZS0PHtUFVVZe3ataXKfX19SykelVz1Pnfu3A9at+K8y+cZHR0tJqgpEjzWrVtH+fLl2b9/v5Jy5KZNm3j16lWZtkkLFy5ELpfz9OlTIiMjuXLlChMmTEBbWxtPT893UoRatWoVqamppKWlYWNjw+vXr5HJZISEhBAWFgZAcnJyqVXn/1bFyvr165OQkCAqznTo0AGA3NxcJkyYgKqqKo6Ojnh4eAD/nyRgYmKCvb09ffr0ASA/P58FCxaQmJhIs2bNuHLlCk5OTmzZsgVXV1e8vb3x8PAQA6aK4xw4cIAzZ84wc+ZM8vLyuHPnzjvZa7yJCRMmMGHChDLfGzt2LEuWLPmfjq+gadOmNG3aFG9v7/dyvH9KREQE1tbWVK1a9ZPWQ+Lt6NatG2PGjKFZs2ZK9jhPnjzB0dGR8uXLs2PHjjcmQ8yZM4dhw4ahoqJCr169GD9+/MequkQZLFmyhIiICPLy8v6RqkzJxNrg4GAcHR0RBIEZM2a89XF27NiBv78/Pj4+lCtXTlywZWlpKaqCOzk5MWrUKPr27cu0adPw8/PjxYsXqKqqlqmo+ClwdXVl0aJFHDt2DHNzc7p378727dupUqUKOjo6JCQkkJycTGRkJLGxsTRt2pQNGzaUqQpUFrq6ulSsWBE7OztMTU3FcnNz87+cM/6cUSRoHTp0iGHDhnHx4kWuXLmCjY0Njx49onPnzsydO5fu3buTnp5OfHw8CQkJdO7cGXt7exISElBTU+PgwYPY2NiIVmsSEhISEu8PlbcdyD4Gbdu2FS5cuPCpqyEhISEh8YFQrJqdOXMmr1+/RktLi6CgIGxsbGjcuDFBQUFs2LABOzs7oqKikMvldOnSRVz5durUKfLz8xkzZgy7d+8WV1zm5+fj7OzMsWPHxMDC+yQ8PBwvL683TiwfPHiQwMBAxowZw5AhQ97ruSUkoGhlUHJyMhMnTgSKJtB79uyJg4MDWVlZTJ8+HX9/f7p3707nzp2Ry+ViUGPnzp0A4uqfz2mlsoSEhISExJfG/fv3lVQlfHx8yMvLY/bs2SxatIjw8HCqVKnC5cuX6dmzJ3fu3GHSpEk8fvyYS5cuYWBgwI0bN8jLy8PU1JSHDx9iZmZGdHQ0hYWF+Pr6MnfuXNzd3YGiVcH379/H1NSUrl27smrVKjQ1NenduzchISE8fPgQT09PunTp8t7vEUomSvzyyy8MHjy4VDLFggULEASBoUOHsmbNGrKzs0W5fZlMhoWFBVFRUYwYMUK61/6XU/zzVAR8UlNTCQkJITw8XPyOJScnM2rUKHJzc3FwcMDS0hI/Pz/09fW5f/8+tra2rF27Fj8/P2rXrk25cuUICAgQlSMnTpyIqqqqmOA2ffp00tLSWLhwIXv27GH27Nk0b96c8+fP07lzZ2Qy2Ts/J27dupVZs2ZRuXJl4uLiOH/+PE5OTpiampKdnS3aWKmrq4sJbk+ePMHX15c9e/b86xQrc3NzcXNzIy8vD11dXZydnYmKiiI4OJghQ4ZQUFBAgwYN2LRpE7a2tqJS1atXrxg2bBj3799HEARCQ0Np1KgRffr0oXz58qiqqhIYGEiFChXw8vKiYcOGwP+rUChUs8LDwzlx4oRoN3Xr1i3+/PPPT9kl74RCfedTJ+a8rVpBWWrCEhISnz+SkqDEX+Hj48OuXbto27YtWVlZ/P7776irq9OsWTNu375NaGgoCxYs4OHDh/j4+LBw4UKuXr1Kly5daNu2LZcvX+bBgwc8ffqUXr160bhxY/z9/Rk2bBhhYWFMmzaNoKAgateuja+vLw8fPkRfX59NmzZ99mpDEhISEv8LKioq8YIgtH2bbaURXEJCQkLio5Odnf1/7J15QI3Z4/9f3UoiJWSXLAkjYTCW4gqJaJiJmUhFNBi7jyGFUBqGGTNDtuySsWaLSK6SbUQ0ZFcICRUx1a3b749+9/l2K8uMfZzXP937rOc83Xuf55zzPu83np6eJCcnk5KSgrm5Oebm5kCBxXVCQoJkp3r//n3y8/MxMTGhcuXKAKSnp2scT1dXFzc3N1xcXKhduzazZs16o7NtV69ejYuLS4nHVKlUhIaGEhISomGbXRJiFrDg3+Lo6Mjo0aOxtbUFCjpj+vTpw3fffYeTkxPnz59n8uTJuLm54efnR7t27Zg9ezYODg506NABbW1tbG1tmTp16nuuiUAgEHyYvGlBglwuf6/OIx8Db9LJ4GOiqKtEx44diYiIAOD48eM0b96cVatW0bRpU5o2bcqTJ0+IjY3F1NSUpKQk2rZty5UrV9DS0qJu3bqcOHECKysrnj17hra2NoBGVGt+fj516tQhPj6eHj16cO7cOVq1aoWuri4///wzOTk5tG/fnu7du7+1Adxdu3bh7+/PmTNnirkFAeTk5LBv3z6uXr1KpUqV2L17t8Zs6H79+uHr60vXrl2FMOcjQP3/tLa2fu423t7erFixglq1auHs7IyFhQVZWVlER0ezdu1acnJyAKhevTqlS5dmw4YNGs6Rz4tNatKkCQA1atQgPT2dESNG4Ofnx4oVKxg1ahStW7d+5Xq0adOGZs2aMWXKFHr06MGzZ8/Q09Nj7dq1HDp0iNzcXOmzOWDAAFxcXKhYseIH61ipp6fHrl27NJapRSbR0dEaywvfv9QuRYVRqVRERkYik8lwcHDAzMyMGjVqSPFSanJycvjll1+wt7fH0NCQK1eukJKSgpmZGXp6elSpUgUbGxuysrK4c+cON2/exNLSkk6dOrFu3Tq0tbWZMWMGISEhmJub06dPH/r27UvlypXp3r07e/bsITExkWrVquHg4MCxY8c03IvU9/aIiAh8fHwA8PPzk8RaLxP95eTk0LdvX7KzszE2NqZbt26MHj2auLg4DA0NCQ4OxsjICB8fHw4dOoSenh7btm2jd+/e0sC5+nnA3d2d8uXL8+eff9KjRw/u3r3LsWPH+P777xk8eHAxsZqPjw/u7u4YGRkRGxtL165dGTRoEPv27SMhIQEnJycsLS0JCAjg6dOnjB49GldXV3x9fUlKSiI5OZnOnTvTpEkTHBwcCA0N5dq1a9JED4HgU+OfiOv27dtHXl4eDg4Ob7dQAsEbJjs7G5lMhq6uLrm5uWhpaaGtrY22trbUl37jxg20tLTYv38/Ojo6ZGdnAwXReR4eHvz000+cO3cOKOijHzp0KMuXL6d69erSeYKCgnB0dMTZ2ZnFixezZcsWnJ2d332FBQKB4CNECHMEAoFA8M5QZxyHh4fToEEDNmzYgLe3t0bHe6VKlbC0tCQ8PBxtbW2USiVaWlolZiurl+Xl5eHs7Iyrqyuenp78+eeffPHFF69Upjt37mjYoDs5OeHu7k5mZiZaWlps3LiR48ePU6lSJapXr868efOYOnUqV65coWHDhvTs2ZN169axY8cOTE1NGTNmDAsXLkRbW5vAwECsrKxo06YNzZs3R19fH0NDQ5KTk7lx4wb169enRo0a7Nmzhx49ejBt2jT27dtXYufa7du3SUxMxMzMjKCgIO7du8egQYP4+++/adu2LQEBAR+sbbrg9dHS0nru4KXaEQcgPDxcY92gQYMYNGiQxjLhliMQCD51hFD29XhT1+9TFOUA2Nra4urqWqKLRqNGjVi+fDm9e/eWhAkWFhacP3+e4OBgDA0N+frrr9m3bx8Affr0Yd68eQQEBEguHhMnTiQzMxNdXV2USiVQEBXQt29funXrhoGBAbq6uuzcuZOFCxfy7NkzXFxcAKhVqxZff/01/v7+NGzY8I3Ut6hQwsnJqZiYQv3MWr9+fSwtLRkwYACff/4548ePl46hq6srvrcfCUXbICU5dV+6dImBAwcCBZMuUlNTadu2LW5ubqSkpPDll19K2zZs2BBXV1dJUKBUKvntt99KjE0q2mY0NjYmMDCQO3fu4OHhwd69e/9xfRYvXsykSZOQy+VYW1tr1KeowC0sLIxWrVppOFb+F8nMzMTBwYGcnBy6dOlCjRo1StwuNDSU1q1b4+3tTefOnalbty6fffYZubm5lCtXDktLS6ZPn46/vz8ZGRkkJCRgYmKCjY0No0ePRl9fn759+xISEgIUONV27doVd3d3Dhw4gJ2dHZ999hlubm4EBQVhaWkpuRcVxtfXl/379wNgb28vTQJ6meivcPk9PT1JTU3l6dOnREVFsX79epYsWYKdnR3Xr18nJibmpfEqHTt2ZMGCBVhYWLBx40bmz5+Pra0tgwcPLiZWU8eHyOVyfv31V7744gumT5+Ovb295Jjz7Nkz7O3tyc3NRS6X4+rqCkCDBg1YtWoVt27dwtvbGwcHBzZv3vxOo+wEgo8Ze3v7912E5yKE/4IX8dVXXxETE0N8fDxVq1alXbt2VKlShRUrVlClShXc3d1ZtmwZpUqVQqFQYGtrS//+/dHR0UFPT49KlSrxxRdfSCKeXbt28dNPPxW7zyckJBAbG8vSpUvJysoSohyBQCD4BwhhjkAgEAjeGU2aNMHLy4uTJ0+SlpbGqVOnMDIyktxyoCCDfvz48XTu3BktLS0aN27MokWLSjxe4Vxgb29v8vLyMDQ0xNLS8pXLVKlSJY2Zu5s2bUJbW1uy2z9+/DgVKlTg5s2bXLlyBXt7e4KDg/H09ATAy8uLtWvX8v333zN69Gjatm1LTEwMycnJjBw5kt27d/PgwQO8vb2pWbMmvr6+NG7cmOXLl2NnZ0e3bt2YOnUqLVu2ZNq0aXTo0KHEzrXPPvuMoKAg7OzsSE9PJyAggHHjxmFnZ4dKpeLBgwfs3LmTqKioD842XSAQCASC903heBVPT09++ukncnNzmTZtmkbn+6pVq1izZg2ZmZnMnj0bOzs7nJ2dmTRpEtra2sycOZPNmzeze/du5s6dq3GMZcuWsXLlSuRy+fur6FviZdevbdu2tGzZkqioKLy8vNi0aRNXr15l3bp1WFlZMWbMGOLi4lCpVAQHB2Nqaio5GRR1BJg+fTpTpkzh8OHDlCpViuDgYI0Zmh87zZs3L+Yqof7MTJ8+nenTp7/0GOpZ3wAnT56UXufm5qKjo8Pw4cOpW7cubdu2ldZt27at2Dp13JWaDRs2/IsavZjCQokHDx6UKKZQC26ys7MZN24cMpkMOzs7BgwYUOwYgg8f9f8zKysLoNjnHQoEZwsWLKBatWrk5eVx+PBhkpKSmDNnDk5OTtJMbYAyZcqQmJgoOUeOHTv2hQK3wixdupRt27aRmZnJpEmT/lV9HBwcGDlyJI0bN6ZUqVIa64oK3ExMTD4Jx0pDQ8NiLjslcf36dZo3by7tY2pqSmpqKp06deLQoUPExMSwa9cuLC0tCQsLY926dZIgz9DQEKVSqSHIGzFiBI6Ojvj7+zN27Fi2b9/OnDlzCAkJwdPTk5iYGMm9qHv37tJ+WlpaGBoaAkjOYvBy0V/h8n/++eekpaVJwrOWLVty+PBhzMzMaNeunXSewn9BU5imFipWq1ZNOrd626JiteTkZI199PX1i5UvNjaWGTNmoFQqOX/+vLT8888/BwrElo8ePeLhw4ekp6dTs2bNEuspEPxXKcn1aubMmZLj18qVKwkODqZFixZ0796dnTt3cunSJUxMTMjNzWXIkCHFHLEePHhQzN1KIPhQKFeuHAMHDmTEiBF4eHiQlJTEvn37iI2NlZ77ZTKZJPAyNTVl2bJlHDlyhNzcXNzd3UlMTCQ/P5/evXtjZ2dHaGgojRo1ok2bNtJ5LCws6Ny5M19//TXw3xUiCwQCwdtACHMEAoFA8M4wMjIiKirquevVFtk9evSgR48eGusKu3yoGxDz58+Xlr3ouC+iqA26XC6XOttatGiBt7c36enpklDo2bNn1KxZk2bNmqFSqbh//z5Q0GGWmppK7dq10dXVxczMjIyMDAAqV66s0Qmm7lyrXr269NrAwIC8vLzndq4V3icjI4PLly/j7+8PFDSqrl+//sHapgsEAsGHzsqVKxk8eDDw6cbrfArk5OQQFhaGra0tkZGRqFQqunfvriHM+eabbxg0aBAZGRn07dsXOzs7FixYQP/+/ZHJZKxZswaVSsW8efM0jtGlSxdWrFhBTEwMJ0+e5Pjx4++xpm+HF12/hw8f4uPjQ15eHi1atCAxMZHTp0+zYsUKfvvtNwICAihTpgwREREsXbpUeoZRU9QRICYmhujoaGQy2UsdCAT/h4ODA5mZmdSvXx8vLy8pSqXousKCHSgQ+qgHoN4mMpmM+fPnP1dMkZSUhIeHB7m5udStW1eKsRV8nDg4OGBtbV2ik6m/vz+DBw8mOzsbXV1dtm7dypw5c7CxsQFg4cKFQIHTCUDXrl2LHaMkwY9a5FY4qmTs2LH/qvxmZmZS+7Soe0Lh4xcVuJXkWPmpUqdOHc6ePUuPHj148uQJt27donTp0pw6dQo7Ozt0dHQkQc6OHTvYtWsXAwYMkBxz7969i0ql4t69e1SoUAFjY2NMTU3p378/v/76Kzt27CAtLY1BgwYxe/ZsYmNjNeL51KhUKh4/fgwUuO2qeZnor3D5z5w5Q926dYmNjQXg1KlT1KtXDwsLC3bt2sXIkSOBAiGOkZERd+/eRV9fn3v37pV4vqLnLipW09LSYvHixcW2U7sQA8ydO5egoCBq1KhRbLKTGkdHR4YNG0avXr1eWFeB4L9IUderJ0+ekJycjEKhICEhgYCAACZMmMDcuXPp3r0727ZtY/r06Rw+fBiAM2fOFHPE+u6774q5WwnRm+BDYdeuXezcuZOwsDC++eYb9u7dS+/evUlNTSU4OPgfH089ScLJyYlffvlFWu7p6cnQoUMJDAwkPz+fgICAV3auFwgEgk8dIcwRCAQCwSfNhg0bNGbu1q9fn1WrVgEFjXC1Lfb+/fvR09PDwcFBspW+fv26NGAgk8kwMTEhMTERpVJJcnIyRkZG0rrCPK9DLj8//7mda0W3s7Cw4Pjx43Tp0gWVSkWdOnU+Cdt0gUDw6fJP43P+yfaFhTlClPPfpUWLFjx48ICEhAQpxuL+/fsawo/w8HB+/fVX8vPzJfFtlSpVqFu3LjKZjOrVq3P//v1ix1CLc3V0dKSZ6v81XnT9TExMqFKlCgD16tWjdOnSVK9enbS0NKBg8PDgwYMolUoaNWpU7NhFHQF++OEH3NzcqFixIv7+/pQtW/ZdVPGjp3CkZVHnpqJxl+8CuVxeTCgxbty4EreDgviVoi4chSMbRHzDh0/h//mMGTOYMWOGxjr1/7B+/frFYqXex2dU8Hbp3bs3Tk5OdOvWDWNjY65cucL9+/dp3rw5P/74I2lpabRp04Z+/fqRlpZGSkoK33zzDV26dGHRokVcvHiR0NBQqlevzsmTJ2nVqhX37t0jPj6edu3a0aJFC27duiXFX9nY2GjE86mZNm0adnZ25OfnM3PmzH9d/sqVK5OUlISNjQ3lypVjw4YNlC9fntq1a9O+fXvJUcPT05NevXphbW2NiYnJK52rJLFaSXTr1o0RI0bQt29f+vTpw5dffkmzZs0wNjYucfu+ffsyfvx4Fi9e/Mr1Fgj+KxR1vcrIyEChUEj3qWrVqtGgQQOuXbvG33//TXJyMnXq1JGEOZcvXy7miFWSu9XbFOYMGTKEixcvMmfOHLKzsyX3OIGgJBYuXCiJmxMTE4mPj5dExmoKT3xVu3DWr19fWqYWRVIYZJoAACAASURBVBdGHaNb2LWz6HEFAoFA8GoIYY5AIBAI3gthYWF4e3szcuTIEvPc3xVFbdDLlCmDUqmkQoUKaGlpcfnyZU6ePEm1atWoXr06vXv3ZvTo0dy8eZP58+ejq6srHUtbW5uRI0diY2ODTCZ7bgTXi3iVzjWAyZMn4+bmhp+fH+3atWP27NmfhG26QCD4tHhZfE5oaCg//vgj+vr6+Pr6cuPGDfbu3UtmZib+/v6cOnWKNWvWAPDrr7/SokUL+vXrR0pKCnp6emzZsoWNGzcSHx+PXC7n999/Z/jw4Rw5coSzZ88yYsQI8vLyGDlyJC4uLiVG7gg+HmQyGZUqVcLS0pLw8HC0tbVRKpUa4teAgAAOHz5MdnY27du3B+DcuXM8efKE7OxsLl26hLm5eYnHSEpKIi8vjzNnzryvKr5VXnT9XiQ6fvjwIQqFgujoaA4cOFDibM2ijgC2trY4ODgwe/Zsdu/eXcyRojByuVzDGeZTRaVS4enpyZUrVyhTpoy0fN++fQQEBPD06VNGjx6Nq6srixYtYt26dejr60sOlAcPHmTbtm0A7NmzR8RHCQSC10ZPT49du3b9q32nTZv22udXDz5269aNbt26aax7FdFfSeUv7JakpqgLXEkOwIUHMwufT13GksRqJe3j5OSEk5OTtFwtLFdT0oBqt27dqFSpUrHlAsF/naKuV40aNcLOzk6aiKGe0CaXy5k2bVox0UtJjlgluVu9TS5dusSRI0dQKBRERka+ljDnn050EQgEAoFA8Ob5tHuuBAKBQPBeUKlUhIaGEhISQsOGDV+67es0HNWz4J/XWG7evLmGDbpCocDV1RU/Pz9p2Z49ezT2KbwO4OrVq9JrNzc33NzcNNYXno1QuKOspI62wYMHv7BzrfA+RWeVCtt0gUDwX+R58Tl2dnb4+/sTFRWFvr4+KpWKGzduUL58ef744w8ePHjAtGnTiIqKIi0tjcGDBxMaGsrq1aspU6YMQUFB/PHHH3h6erJ27dpigzJTp04lODiYGjVqYG1tLQkDikbufMgoFAoiIiKK3bc+ZWQyGePHj5ciKi9fvkxSUpK0vmfPnnTo0IHWrVtTvnx58vLymDBhAuvWrSMnJ4dhw4axZ88ejWM0btyYRYsWMWjQINq1a0fHjh3fYw3fLkWvn7ruL8LY2BgDAwNsbW1p2rTpK52nd+/ePHv2DIDNmze/drk/BXbs2EHlypUJCgpCpVJJAzcdOnTA3t6e3Nxc5HI5rq6u7Nixg0OHDqGvr09+fj7nzp2jcuXKhISEMHToUM6dO4eVldV7rpHgY6cksdjUqVOJiIhg2LBheHh4EBERgY+PD1DQxurSpUuJy9zc3EhMTEQmk3Hw4EGuX7/OiBEjyM7OpmvXrtL2AoHg/7h48SJDhgxh9uzZ77soAsF7oajrlZGREVWrVkUul6OlpYWzszOenp707duXpk2bkpCQoLF/s2bNijlileRuZWBg8K/Kd/ToUcaNG0fZsmVxcXEhLi6OuLg4DA0NCQ4O5qeffuLcuXP07NkTQ0NDYmJiOHbsGF999RW1a9emQYMGtGnThocPHzJ9+nR69uzJ+fPnWbNmDZmZmcyePRs7Ozvc3d0xMDDg8uXLhIeHM2LECC5duoS+vj7r169/4aRAwcdL4UhOgUAgEHw4CGGOQCAQCF4bhULB/Pnzyc3NJTs7my1btrBw4UIiIyORyWSsXLkSKBCOVKxYkaZNm7Jz507Onj3L/PnzSUxMZOHChWhraxMYGIiVlRVt2rShefPm6OvrY2hoSHJyMjdu3KB+/frUqFGDPXv20KNHD6ZNm0ZqaioeHh48efKERo0aERgYiK+vL0lJSSQnJxMcHPzKFtICgUAg+LB4XnyOOjpIHX2jFnGqY4SuX7/O2bNn6dSpk3SsvLw8Jk6cSHx8PI8fP6ZPnz7PPW9aWhpmZmZAwWxLdaxR0cidV6XovTIkJIT+/fujVCoxMTFh06ZN3Lp1i8GDB1OhQgVu3LjBjh073qo1+j/hY59hWThepfBMdvUytYh22rRpxWbpHzhwQHodFhZW7Bhqhg0bxrBhw95G8d87z7t+agqLkNWvC3cG7969u9gx1duVJFR+UaTNvx3sf5WB/Y/ZFatw3ELh72psbCwzZsxAqVRy/vx5oCBiaPjw4ZQqVYpZs2YB//fbVqNGDdLT0194rtWrV+Pq6vpKvwlCIPjpUpJYrF+/fvj6+tK1a1c8PDzw9fVl//79ANjb29OlS5diyzp27Mjt27c5fPgw+fn5aGlp4e3tzYoVK6hVqxbOzs7cvn37g7lfCgQfCg0bNtS4PwsEnxrPc+3y9vbWeN+4cWNyc3Ol94WdsYo6YpUvX76Yu9W/JSwsjDlz5iCXy/nzzz+JiYkhKiqK9evXs2TJEvz8/FAoFOzevRuFQkHdunXx8/PjzJkzbNq0iQcPHtCqVSsuXLhAXFwcU6dOpUmTJgwaNIiMjAz69u2LnZ0dAO3bt2fhwoXs2rULU1NTFi9ezN69e1myZAleXl5vpD4CgUAgEAhezsfbsyoQCASCD4qsrCz27t3Ld999x6JFi0hOTkahULBo0SICAgKAgoHUP/74Q4ogCQ4Opm3btvz2229ER0cTHBwsNZAfPHiAt7c3P//8M1DQUI6IiOD69es0adKE48ePs3PnTgB+/PFHvLy8OHToEOXKlePYsWMANGjQgP379/8jUY5cLhcDBwKBQPABUTg+5+DBgygUCs6ePYuJiQk3b94kKysLKBisV28PBWKaVq1aoVAoUCgUHDhwgLi4OJ4+fUpUVBTff//9C13VypcvT2JiIkqlkuvXr1O5cuXnbvuqFL5Xrly5kt27dxMVFUWjRo2IjIwECgRBmzZtYvz48WzduvVfn6swc+bMoX379tja2nLz5k2Cg4NZvHgxUBDTpL4Ww4cPlyKE0tLSUCgUODo60qtXL3bt2kXPnj3p1KkT/fr1eyPleltMnDiRv/76i/3799O8eXOgwNHuxIkTyOVy2rdvz6pVqzT2uXfvHt27d0cul0ud00WvGxTMnHV3d8fS0pLt27fj4ODA559/zu3btwEICgrCxsYGGxsbTp8+/Q5r/eng7+9PQkIChw8fllwN+/Xrx5EjR6TounHjxmFjY8P+/fuZNm0aSqVSGthXC8fVA/uHDx/m/Pnz0v9QLpejo6MjibA+FiwsLDh+/Djwf7+HAHPnziUoKIiIiAiMjIyAgs/x6tWrkcvlkjCqaATZi1i9erXGOYqeUyCAksViTZo0QU9PT3qvpaWFoaEhhoaGaGtrl7hMV1cXNzc3XFxc8PHxQaVScenSJQYOHIhcLichIYHk5OT3U0mBQCAQCP4lI0aMYNOmTQwcOJC9e/fSokULAFq2bKnhzF2Upk2bEh8fz8mTJxk/fjzR0dGoVCp0dXUJDw9HLpfj6OjIrVu3pH3Uk1cSEhLYuHEjcrkcf39/Hj169HYrKRAIBAKBQAMhzBEIBALBG0E98NWsWTNWrVqFQqFALpczfPhwHj9+DICVlZXU4apG7Xigq6uLmZkZGRkZAFSuXFlj1qN6Fm/16tWl1wYGBuTl5ZGQkMDkyZORy+UcPHiQO3fuAP/X8PwvIZfLNWbyFEWhUODj48OoUaNeuP3YsWPJy8uT3ltbWwMQFxcnDSSqlwkEHxOJiYmSwKGkdS4uLu+4RII3QeH4nE6dOjF27FhkMhleXl507NgRW1tboqOjNfYxMTHBwcGBDh060KlTJ3788UcsLCy4evUq9vb2nDx5Utq2Vq1afP3111y8eFFaNnPmTPr374+1tTXff/89urq6r12PwvfKa9eu4eHhQceOHdmyZYt072rcuDEymeyVXCtehXv37hEZGUlMTAwzZ84kICCAXr16SQ4m27Ztw8nJid27d2NqakpkZCQjR45kyZIlQEGU2K5du/jss8+oVKkShw4d4o8//njtcr1N2rVrR0xMDEePHqVatWo8efKElJQUpk2bxs6dOzly5AjBwcHk5ORI+wQEBDBu3DgUCgX+/v4lXjeAu3fvsmTJEpYuXcqsWbPYtWsXEyZMkGat7ty5k6ioKHbs2MHMmTPf1yX4T3Pr1i3pGfF5g/1QMEv63wzs/1tXrPeNo6Mjd+/epUOHDvTs2VNa3qdPH7788kuGDBmCsbEx+fn5mJubY2RkxIIFCzh58iQBAQEsWLCAEydOsHr1akaOHCmJ19RitVatWrFixQpOnjxJXFwcnTt3Zt26dbi7uzNy5Ejs7e25c+cOnTp1wtramhEjRryVeqqdm4o+ywo+PEoSixUVt6pUKh4/fszjx4+l/2fRZXl5eTg7O7N+/XpSU1P5888/sbCwICQkBIVCQWxsLObm5mzbtu3dVvADQ90O/Keo240fA3FxcaxYseJ9F0MgEAjeCMbGxgQGBjJnzhyOHTtGbGwsAKdOnaJevXoa2+rq6kr3SW1tbWQyGenp6cjlclatWoWlpSVQ0KbZu3cvO3bs0HguVr+2sLDA1dUVhULBkSNHRNSdQCAQCATvGBFlJRAIBII3wtmzZ6W/bm5uPHjwgN9//x0ApVJJcnJyiXb3JiYmkiNBcnKyNJO36LaFO3GLzui1sLDAxcVFEuLk5uYSHx//wUVuKBQKTE1NqVu3Lvv27SMvLw8HB4e3ci71tX8eCxYsKHF5XFwcubm50kwdNR97hIng00EtzLG1tX3fRRG8AV4Wn9OnTx+NOKqOHTtqrB80aBCDBg3SWFaSpf+GDRuKrR83bhxHjx7V2K6kyJ1/QuF7ZZ06dVAqlWzYsAFvb+8S3Xte5lrxKiQmJkqCoJYtWzJjxgwMDQ0pVaoUDx48IDo6mqlTpzJ//nw2btxIeHg4ubm5tG3bFkC6H9SvXx9LS0sGDBjA559/zvjx41+7bG+L9u3bM3HiRFQqFQMGDGDHjh1UqVKF8PBwHB0dgQJnvtTUVGmfy5cvS1b1MpmMxMREmjZtCvzfdYOC61C6dGmqV69Oo0aNkMlkVK9enYSEhBLj0wRvHlNTU9auXUuvXr149OgRWlpajBw5kitXrhAfH09aWhr5+flkZ2fz+PFjTp8+zbfffsvly5dZunQpy5cv55dffiE5ORkdHR38/Pzo2rUry5cvZ8+ePejp6b3vKv4rZDJZiQPWgwcPZvDgwdL7O3fuYG1tzcaNG9m+fTt//vknW7duRaVS0b17d86dO0e5cuXo2rUrAwYMANCIH4qKiqJZs2ZERESgo6PDwYMHpXiEnJwcDhw4gI6ODi4uLly5cuW16/W8Z9DnPcu+jJJ+a319fTXuN4I3g6OjI7t27aJDhw4YGBiUuM20adOws7MjPz9fEjMWXfbkyRMcHR3Jy8vD0NAQS0tL/P39GTx4MOnp6SiVSmbPns2ECRP46quvXrvcYWFheHt7M3LkSDw8PF77eIV5lWi3xMREfHx8WL9+PaNGjXpuu+706dN4eHjg5ORULJbln/CyduOHRLNmzWjWrNn7LobgHfM2v5MCwftk6dKlbNu2jczMTCZNmkRUVBQ2NjaUK1dOo30KBcJxLy8vvvnmG/744w+aN29Oeno6enp66OjoSA51PXv2pEOHDrRu3Zry5csXO6ejoyOjR4+W+kvGjh0rtY8EAoFAIBC8fYQwRyAQCARvBF1dXezt7cnKymLr1q0sWbIEuVyOlpYWzs7OUq5xUbS1tRk5ciQ2NjbIZDIWLVr0j889ZcoUPD09ycjIQCaTsXz58tetjgbW1tavnc2uUqlQKBRYW1tTt25d7O3tX3k/T09Prly5QpkyZQCYOnUqERERDBs2DA8PD06cOMGkSZNQKpVYW1ujq6uLkZERI0eOJDY2lqCgINatW8elS5cIDg5mxYoV7N+/n1atWtGtWze2bNnCX3/9hb29PUeOHKFixYocOnSIjIwMHB0dyczM5NKlSzx58oQffviBYcOG4enpWWxW6qt2Ir8qJV13uVwuDQQJBCWxbNkyYmJipEg7pVKJiYkJmzZt0thu9+7dzJ07l9zcXCleT/Df5EMSFha+V65Zs4Y+ffpw6tQpjIyMMDc3fyvnNDMzkwRBhWdf9u7dm7lz52Jubo62trY0e3LChAlAwXcnJiZGunbZ2dmMGzcOmUyGnZ0dAwYMoEqVKm+lzK9L5cqVuXv3LjVr1qR9+/b07t2b4cOHc//+fbZs2ULZsmVRKpUaLkhqZ4cuXbqgUqmee91eJBRWx6dt2bIFKLiGgjdPu3btWL58ORkZGaSmplKqVClMTU1ZunQplpaWLFmyBFdXV3799VeioqKQyWTMmzePr7/+mm7dutG6dWsuXrxIdHQ0Y8aMwdnZmZYtW5Kenk737t3p3Lkzly5det/VfGv88MMPHDp0iEGDBnH8+HG0tbXJzMzkt99+Iy4ujnr16qFUKtHS0iI1NZUzZ87QpEkTkpOTuXz5Mjk5OcTHx9OlSxcqV65MmTJl0NHRQS6X8/TpU3JzczEyMuLUqVP89ddfaGlpFRNVFiU3N5eBAweSnJxMjRo18PDw4LfffiM/P58RI0Zw69YtVq5cqSGcUT8T+vn5cfv2bRITEzEzMyMoKIh9+/YREBDA06dPGTVqFK6ursyYMYOkpCSSk5Pp3LkzTZo0wcHBgdDQUI4ePSpEOW+BomKxO3fu0LVrV5RKJU2bNkWlUrF582b09PQoU6YM3bp1k1zK9PX1GTZsGHZ2dowYMQIdHR3KlSvH+vXrOXnyJPPnzwcKIiJtbW0JDQ3l7t27yOVyNm/e/EpRxs97PggNDSUkJISGDRv+q/3fJC9qT6k/54WfYc+ePUv37t3Jzs4mJCSE/v37azwL37hxA1dXV/T09OjatStTpkyR2lxubm4kJiYik8k4ePDgB/PsVBiFQsGmTZu4cOECWlpaWFpaMm/ePL766iuePn0q1bNwO1Iul6NQKDTazEOGDCkm3BZ8mKhUqlf+TgoEHxtjx45l7Nix0vtvvvmm2Dbq3zIjIyOioqKk5epJAwAxMTHS62nTpjFt2jSNYxSeXKKlpfVRCTIFAoFAIPivIUa1BAKBQPBGaNasmcbMP29v72Iz99avXy+9LtwwdHNzw83NTWPbwoIMX1/fEvdTuxWYmJiwfft2jf0L7/Mijh49yrhx4yhbtiwuLi5cu3YNf39/6TxyuZz4+Hi+/PJLUlJSCAkJoU6dOlhZWdG4cWMuX77MkiVLaNWqFevXr2fhwoVoa2sTGBiIlZUVbdq0oXnz5ujr67Nt2za2b99Oly5dsLS0JDc3ly5dujB48GAqVKjAjRs32LFjBzVr1mTQoEHcunWL/Px8cnJypMxoW1tbjVnLHh4eUjRHuXLlaNmypSSCcnJyIjo6mv/97398++23bN68mWHDhrFx40Z69OiBk5MTv/76K7GxsdSoUYPNmzcTFBTEqlWrCA4OxtLSkpycHExMTBg2bBg//PAD58+fJygoCCcnp+de0/T0dOEWIHhveHp6UrduXWbNmkVWVhb6+vr4+PgQGRkpCR9UKhXz5s0jMjJScggQwpyPm+zsbPr27UtOTg7ly5fH3t6eNWvWULFiRXr06EFKSgr79u0jKyuLJUuW0Lx5c+RyOW3bttUQOu7evZvp06fTsmXLF8YG/luK3ivV0YGFUd8r35R7Q9WqValXrx7t2rWjVKlSrFmzBoAvv/yS4cOHs2PHDqDk2ZOGhobScZKSkvDw8CA3N5e6detSuXLl1y7b26RatWpYWlpiZmZGamoq7dq1o3nz5jg6OqJSqahQoQJbt26Vtp88eTJubm74+fnRrl07Zs+eTadOnYpdtxdROD5NW1sbW1tbpk6d+jar+Ukik8lwcXGRnteSkpLYtGkTBw4cwMjIiEePHuHg4MCgQYPw8/OjdevW1KxZkxMnTmBjY8PatWuxtLRk2LBhQMFnZe3atYwZM4a1a9eSnZ1NYGDgv3LF+hhQ/wY1btwYIyMjDAwMuHfvHseOHaNChQqMGDGCUaNGkZ2dLbkHFRah3bx5Ez09PcLDwylVqhSDBg3it99+Y8+ePSxbtoxVq1YRHh5O7dq1WbBgAfn5+Rw8ePCFZdq+fTuNGzcmJCQEPz8/Hj58SE5ODvv27UOpVFKzZk0aNWpEVFQUN27cICEhASgQLZw/f56mTZty//59tm3bRn5+Pr///jvHjx/nxo0bjB07lnv37nH58mUsLS358ssviY2NZe3atcybN49Lly5J8Q937txhwIABknAkMDCQ4cOH8/3339OkSRMWLFggRR++DiUJzd3d3fHx8aF+/fqvdew3TVHRVNWqVfHw8ODOnTtMmjSJM2fO4Obmxk8//US/fv2K3VcLU6lSJQ1Hpfnz51O5cmWCgoKkqKvJkyezY8cOKlWqhEqlkmIWFy9ezN69e1myZAlt27YlKyuLAwcO0L59e1auXEnjxo0pX748lSpVwt7eXmpTzZw5k8jISGQyGStXrgQK3PTUzwefffaZhljD3NycnTt3cvbsWebPn09iYuIL23deXl54eHjw5MkTGjVqRGBg4EuvaWHxzJYtW1i4cGGxMqpRC0yuXr3KiBEjyM7OpmvXrnz77bcsW7YMIyMjMjMzpbaZ+rr88ccfrFy5kt27d2s8CyclJeHp6Ym7u7uGK59SqeT27dscPnyY/Pz8YpFjHxLnzp2jS5cu+Pr6kp+fz7Vr16hUqRK7d+9+odNg4Taz2hGsVKlS77DkAjVF+2CuX7+On5+fRh+M+nvatGlTje/k5s2biYuLQ6VSERwcjKmpKaGhofz444/o6+vj6+tL69atGTx4MCkpKZiYmLB+/fo3EkkrEAgEAoFAIBC8LkKYIxAIBIJPmrCwMJydnYmMjGT58uVUrlyZNm3a8PDhQwYOHIiTkxNKpZKtW7cSGhqKjY0N9erV48qVK8TExODl5UW3bt1o2rQpGRkZnDx5kuTkZEaOHMnu3bt58OAB3t7e1KxZE0NDQ6ytrenSpYuGwCgtLY2IiAhCQkLYunUrbdq0QU9Pj4iICLp37y45EqhnLTZp0gRdXV3p/dmzZyXr2UePHvHs2TNpO5lMhkql4qeffsLY2JhHjx4xceJE4uLiSEtLo127dgwfPhwdHR2ePXuGsbExf//9t1S2Fi1aEBYWxuzZs7l//z47d+4kLCyMv/76q8SObigQ5gwbNoyvvvpKoxO5c+fOTJo0iZ49e3LgwAEAOnfuzL59+/jf//5XrIMtNzcXT09PTp8+ja+vLz179pTOkZqa+o87wQX/XRITE7l+/bpGfNXTp0/x9PTk2rVrJCQkYG5uLglzHjx4QEJCAl26dAHg/v37H/wghODFhIaG0q5dOyZPnszw4cOBgv9rREQE2traPHv2DC8vL65evcr06dMJDg4GKCZ0DAgI4PDhw6Slpf0nBIaFxT1eXl4a68qXLy/dL+D5syfV+zdo0IDo6Oi3VtY3TWEhTXJysvS6qEBALb6oWrUq4eHhGuu8vLyKXTe1cNjMzKxEEVVJ8WmCN0/h3+vy5cuX6Pak5urVqzx9+pSMjAwMDQ2pVKkSlpaWhIeHo62tLbnDJCUlkZeXx5kzZ955fd4H165d4/vvv2fBggVERUXx559/0rhxY9avX8+2bduKidfUA97169enVatW1KlTRxKDX7x4UXJZvHbtGo6OjlSvXh1/f3+qVKlC7dq1X1oWdWxey5YtiY2Nld6HhIRQuXJlFAoFO3fuZPTo0ZIrVXh4OC1atODs2bN4eXmxdOlSdHV1WbNmDWvXrpXK3L9/fzZs2IC7uztr1qxhzpw5dO3alTFjxrBr1y5JiFlUOHLlyhUGDBjAxo0b8fPzY+/evZKY8VX4kBzb/i1FRVPm5ubExMRw9+5dqlWrxpMnT0hJSZHEmkXvq4V5+PAhw4cPJz09ncTERMzNzaXojcLXqVKlStKyhISEEmMW1RGN3333HT///DNz5szB0dGRTZs2SW0qW1tbkpOTUSgUJCQkEBAQgJeXl8bzQbdu3TTEGmFhYdjb2+Pj40OdOnUYP348MTExz23fTZgwAS8vL9q2bcukSZM4duyYVMbnUVg8s2jRohLLWBRvb29WrFhBrVq1cHZ2pnTp0ri7u0ttSzXq69KsWTMOHDiAh4cHycnJpKSkYG5uLv1/BgwYgIuLC927dwcKHP3c3NxwcXGhdu3azJo164P97Hbs2BGVSkX//v3p3r07AwcOfG7UZmGhTuE2szrOskaNGu+8/IKCPpg5c+Ygl8s5dOgQ169fL7ZN4e/p9evXJeFiixYtKFOmDBERESxdupRZs2bh7+9PVFQU+vr6qFQqFi1ahKOjI87OzixevJgtW7bg7Oz8HmoqEAgEAoFAIBBoIoQ5AoFAIHht3tSs/vfBiBEjGD58OKdOnWLdunUMHDiQpKQkFixYIM2sUlv0b9y4ETMzMw4fPkzFihVJT0/n3LlzfPbZZ2zcuJFRo0ahq6uLmZkZGRkZQEGcRs2aNV9YhsaNGyOTyahRowZXr17lxo0bNG3aFIDWrVtz6NAhAGkmaVHxQPPmzaVojoiICGmQUb2dubk5Li4ubNmyhczMTJ4+fUqzZs349ttvuXXrFv7+/hgYGLBs2TKMjY0pXbq0dGyZTIaFhQX9+vVj/vz5VK1alZSUFFavXq3RiTxmzBiSkpK4d+8ekZGRpKenI5fLMTIy4vbt27Ro0UISHcXFxdGiRQsGDhxIrVq1GDp0KGXKlCEvL4969eqxdOlSHB0dOXPmDFWqVCE3N5eAgAANYc6PP/74jzvBBf9dEhMTiYyMxNbWFl1dXfLy8ggPD6dBgwbMnj2bnj17anTMP29QVvDxUvh3s1mzZgBYWVmhra0NwLp16wgODkYmk2n8r4sKHWUyGQYGBhgYGLxSDMY/4WO+VwpK5kN1uPjUMDQ05PTp0891e6pVqxaDBw/m6tWrBAYGIpPJGD9+PJ07d0ZLS4vGY3rPZQAAIABJREFUjRuzaNEiBg0aRLt27ejYseP7qso7pW7dupw5c4YVK1YwZMgQhgwZwvHjxzEwMGDIkCHSc6e5uTk6OjrEx8djb29PdnY227dvl2Lt1q1bR0pKikZMnFoYrquri6enpzQY/qKyxMbG4uDgwKlTp6hfvz5//fUXUCCsu3btGh07diQ9PZ3c3FwOHTokxfOUKlWKmzdvMnnyZC5duoSJiQmnTp3C0dFRikGqVasWf//9N5mZmaSnp1OzZk3JcbNPnz4kJSUBxYUjd+7coUOHDvj6+pKYmEi1atU0npOhQNw3f/58cnNzyc7OZt68eUyYMEFyZDE1NcXHxwcocCtSiygmT57MkSNHGDx4MJ6entLx/v7772JOD8HBwezfv5+MjAy0tbXp3r07ISEhNGjQgKCgILZv305AQAAGBgb873//e2l02D+hqGjqxIkTXL9+HZVKxYABA9ixY4dGrGHR+2phNmzYQO/evXF3d2fAgAFYWVlx/PhxevbsKYmYtLS0ePjwIRUrVkSlUj03ZlEdNXjt2jWMjY3R0dHB0NBQo02VkJCAQqGQ7r3VqlUDNJ8PShJrqElNTaV27dovbN8lJCQwefJktLS0yMzMpHXr1i+9poXFM15eXujq6hYrY1EuXbrEwIEDgYJJEIUFp4VRX5ezZ89Sp04dlEolGzZswNvbm/z8fHR1dfn555/Jycmhffv2kjAnLy8PZ2dnXF1d8fT05M8//+SLL754aV3eB+rvGRRcw379+hWL2szPzyc7O1sjlrBwm7lonKXg3TJixAj8/Pyk+4+awhMlCn9PCzN37lwOHjyIUqmkUaNG0vdUX18f+D9BX2xsLEuXLiUrK0uIcgQCgUAgEAgEHwxCmCMQCASCT5r4+HhSU1PR09Nj1KhRPHz4ELlcTt26dfn777/R1dXl2bNnXLp0ibCwMPLy8qhTpw4ZGRlcvXoVDw8PvLy8mD17NtevX0epVJKcnIyRkRGgOftTLRgoSuFB4vz8fOrUqcPhw4cBKFu2LE+ePKFDhw4YGBiUWIcZM2ZI0Rx5eXl06NBBY72BgQETJ07E1dUVfX19rl69yoULF6hXrx6nTp2SYrKOHj3KrVu30NHRYdSoUdL+/v7+tGjRgvLly3P+/HmmT5/OwoULNTqRU1NTmTp1Krt372bWrFl88cUXKBQKmjVrxpUrV6hYsSJaWlrMmjWLmTNn8vTpU3755Rd+/fVX5s2bR82aNdHS0mLr1q307duXWbNm0ahRIzZs2EDt2rVp3LixRp3+TSe44L/LsmXLiImJ4dixY+Tm5hIXF4eenh41atQgKiqKp0+fAgVOGfv378fa2hp7e3s6derE+fPnKV26NO3bt2fTpk3vuSaCf0udOnWIj4+nR48enDt3jlatWmn8/gYGBvLLL7+wZcsWLly4IC0vKshSqVQ8ffqUtLQ0jcG5D51Ro0aV6HZTFLlc/p+N53nXqEULgndPYZGbu7s7QIkuReptypUrxx9//KGxrkePHsXEC8OGDZPirT4FPD096d+/P8uXL6dp06a0adMGS0tLXF1dWbduHfXq1WPlypU4ODhgbW0tDdKXFGtX+Fm0QoUKrFixAkdHR/Ly8jA0NJSiop5Hnz59cHFxoUOHDlSrVk1DENC4cWO6d+/O7du36datGydOnMDMzIwDBw4wfPhwrl69Sq1atZgyZQq///47vr6+HDhwgKlTp3LhwgWMjY0BsLCwYMGCBfTv3x+ATp06MWfOHIKDg3FxcaFbt27FhCPqQeLWrVszceLEYg4warKyshgwYAAnTpxg//79Gk4P1tbW7N+/HwB7e3u6dOlCVlYW586dIyYmBhsbG+lzDBAUFFTM6QEKovI2bNiAp6cnWVlZREVFYWdnx6NHj9i6dSubNm3CzMzshVE+/4aioikLCwtiYmKoWbMm7du3p3fv3pJTHRS/rxbG1tYWV1dXQkNDgQJR3d27d6V2TlhYGAEBAfTq1Qs9PT2GDRtGv379SoxZ1NXVxd7enpSUFDp27IiJiQk5OTk4OTnh6upKfn4+FhYW2NnZSfdHdTut8PPBi8QaJiYmJCYmvrB9Z2FhgYuLC59//jnAK8VgFhbPuLm58eDBg2JlLIr681utWjXy8vLQ0tJi7969xbZTX5esrCzWrFlDnz59OHXqFEZGRlJM18KFC3n27BkuLi7Sfk+ePHnud1Ydp/WhcPr0aaytrVEqlXTp0qXE3yS1m1DhqNqiv1OFHcE+FdLT04mMjOSrr7566baJiYn4+vpqOP1CyVF8JfGi7YyNjQkMDOTOnTt4eHhQvXp1oKBvRi20L0nc9/DhQxQKBdHR0Rw4cIDg4GBMTEy4efMmWVlZlC5dWhL0de7cWYodVCqVL62vQCAQCAQCgUDwLhDCHIFAIBB80uzatYv4+HjKli2LTCajdOnS6OjocODAAWn2p66uLp06dUJPT4+wsDB+++03SpcuTWBgIFeuXGHbtm0cPHiQL774AhsbG2QyGYsWLSp2LrlczpQpUzhx4gSmpqbPLdMXX3zBkiVL6Ny5M9WrV8fJyQlvb+9i26kHV1u3bl0smsPPz09jG/X5/y1169bFxMQEbW1tqlatWqwTOSkpCR8fH2JiYkhNTZUGBSwsLNDR0SE6Opq8vDzkcjnu7u707t0bpVKJlZUVly9fRqlUcvLkSaysrMjPz+fx48dkZmaSlpZGvXr1yMvL0xgE/Ted4IL/Lp6entStW5dZs2aRlZWFvr4+Pj4+dOzYEXNzc3x8fHB1dcXW1pY7d+6gUqno3r07K1euxM/Pj9WrV7/xgSzBu6V379707duXbt26YWBgUGxQq3Xr1owZM0YazHsekyZNokOHDrRo0YKqVau+7WKXyKtGnxQW47xIlCPEOCVz9OhRxo0bR9myZXFxcWHdunUYGhqSkpJCSEgIderUoV+/fqSkpKCnp8eWLVswNDTEysoKS0tLmjRpIh3r0KFDBAUFsXr1ajEDX/DBUziGLSwsTGNd2bJliw1Wz5gxgxkzZmgsKxprV9KzaFRU1CuXSVdXt5h4qmvXrgA4OjoSERFBWloap06dYsKECejo6LBp0ya+/PJLypUrR2pqKp6enmRkZDBkyBCWL19OcnKyRszP2rVrqVWrFtu2bQPA1dWVwMBABg4ciJ6eHlBcOKJmwIAByOVyQkJCSiy/2gHF1NSUiIgIDacHLS0tycGpsPtDhQoV0NbWpnbt2ty/f19aXpLTg5GRkfSbU716dY3XaWlp+Pj44OfnR25uLt7e3lJ055ugqGhq0qRJ7N27F0tLS8zMzEhNTZXiqF5G8+bNiY+P11hWOIYUoH379hw9elRjWdF7nFr87+fnR0ZGBr169WLKlCnY2tqyfv166Z5nZWVF1apVkcvlaGlp4ezsLMWvqXmRWENbW5uRI0e+sH03ZcoU6bMnk8lYvnw5derUeeF1KCye2bp1K0uWLHlhGaFgosTgwYPJzs5GV1e3RFFJSc58p0+fLrbdN998o/FeLbr5J9/Z98Xz3AeL/iYNHTqUoUOHaiwr6XfqUyM9PZ1t27a9kjDnbbJ06VK2bdtGZmYmkyZNYvXq1fTo0YOKFSu+cD9jY2MMDAywtbXVEPB4eXnRsWNHypYty/Tp0/H09GTo0KEEBgaSn59PQEDAB+sAJRAIBAKBQCD4tND6kAYhWrZsmX/q1Kn3XQyBQCAQfEIoFAqWL1+OiYkJycnJ9OzZk8WLF3PhwgUOHz7M0KFDuXnzJtWrV0dPT48rV65IM67u3r3L119/zbNnzwDYvHnzGxvIzc3NRUdHhzlz5mBqavrO7ZdVKhWenp5cuXKFMmXKcPfuXa5cuUJeXh61a9fm6NGjODs7c/LkSVQqFcOHD2f48OG0bNmSMmXKcP/+fY4fP46npyenT5/G1NQUc3Nz8vPz0dbW5tSpUzx58oQNGzbw7bffUqZMGczMzLhz5w4ymYycnBzKlStHp06dpNmeZcqU4fbt29LgzD/tBBf8d1EoFERERDB58mQ8PT1JTk4mJSVF6qT18fHh559/xtLSkkaNGgFw//59zp8/z88//8zp06f5/PPPGT9+/HuuieB1UP9uDh8+HFdX12LxdurPyeXLl4uJLd43kZGRLFiwgPz8fDw9Pfnpp5/Izc1l2rRp2Nvb07ZtW1q2bElUVBReXl5s2rSJqKgoDh48iJWVlTSb3d3dHSMjI2JjY+natSvTp0+nXLlymJub07BhQy5evFjiIB0UOI/4+vpiZmb2biv//3lV1583hY+PD126dEEul3Pjxg169OhBfHw8sbGxrFq1iiVLlvDs2TPKlClDUFAQ+fn5DB06lIoVK3Lz5k3Kli2Lu7s7NjY2HDx4kDVr1ghRjkDwAZOWlsaQIUPYunUrFy9eZMiQIcyePbuY02RJXLhwgcDAQBYuXKixPCcnh06dOnHp0iW6du2KsbExly9fJj4+ns8++4yVK1fSv39/dHV1USqVXLp0ifv379O+fXuMjIwICwvDxsYGhUKBp6cnPj4+7Nmzh5o1a2o4PQQHB5Obm8uQIUPw9fWVBEfqOL0aNWqgr6/P0aNHWbduHYsXL34r1/BDQX0/V09EEJRMYmIi169fl4TpAwYMQKlU0rRpUymmWB3BtmXLFh4/fsygQYOKiVStra3ZvHkz48aNY+PGjeTm5mJnZ0dkZOT7rqLgFVALkZVKJRcuXCA/P58yZcrwyy+/MHHiRJo0aUK9evVIT0+nU6dOpKSksHv3bvLy8mjWrBlpaWmcOXOGJk2asG7dOho1asSQIUOIiIhg2LBheHh4EBERUSyyT+2Yc+fOHdzd3cnOzsbR0ZFJkyZx7do1+vfvT9WqVcnMzGTFihWMGTOG1atXY2xszNixYxk4cKA0CUcgEAgEAoFAIPiQ0dLSis3Pz2/5Ktu+fCqmQCAQCAT/cerUqcP8+fNJTEykf//+bNy4kQ4dOkizX+3s7LCwsCA0NJRHjx6Rnp6OlZUVBgYGhIeHEx0dTXR09Bt1V/Dw8KBDhw5ER0fTp0+fN3bcV2XHjh1UrlyZw4cPs2fPHsqXL8+RI0fIyMigSpUqVKxYkdDQUNLT0zl9+jQRERG4urqSnZ3N0KFD6dixIzNmzGDv3r20adOG2rVrExoaiqWlJZcvX6Zu3bosXryYr776CmNjY06dOkVcXBy5ublcvnyZsLAw0tLSePr0qRTFpZ4Bq6Ojg4mJCdu3bycyMpKIiAghyvnEUcfEhYeH06BBAw4fPszXX3+t4YJTqVIlLC0tOXjwIAqFgrNnz5KTk8O4ceMIDg5m3759pKSkvMdaCF4XBwcH2rdvz7Nnz4qJcgqzevVqDh8+TL9+/Yo5NLxLFAoFjo6O9OrVi6NHj3LkyBEePnyIt7c3kZGRqFQqhg4dipWVlTS4plQq+f7779mwYQM1atRgxYoVuLu7c/36daytrYmLi0Mul/PLL78wd+5c+vfvz99//01oaCgtW7bk3LlzdOrU6bninPfJuxTlAIwYMYJNmzYxcOBAUlNTsbS0REdHh2bNmnH16lXy8vKYOHEiHTp0YOHChdy5cwcocGwrW7asdBy1m4gQ5QgEHy4XL16kV69ejBkzBoCGDRty5MiRVxLlREdH4+HhwejRo4utCw0NpWHDhrRp04YjR45w4MABDA0N6dq1K4sWLSIgIIBp06bx999/k5eXpyFmuHnzJu3atcPV1ZVSpUpJx/T09GT79u107twZW1vbV/q99vX1pWPHjowaNaqYG8p/EblcLkQ5r0Di/2PvzMOqKPv//wJEVBREAcV9QSkVwSVkUTiAIooLBWYGgqLikhpmuTyamYGEZVk9uaAiprglCooKgoALuHxdQCoyFTARxF2RlO3M7w9+Z+IAGpZrz/26rq4OM/fM3Pc4Z869fD7vd06O/LwZGhoSHx/PkSNHuHfvHufPn+fhw4fs27ePCRMmEBoaCsDVq1eJjIzkm2++ISQkRD6XiYkJRUVFFBYWcuDAAVmJSvDys3fvXkJCQvjqq6/o3bs3I0aMYOXKlWRkZGBqakpSUhJeXl6YmZkRGRnJiRMnGDhwIG+++SaXL1+mW7dudOrUiZiYGCIjIzE0NOTtt9/myJEjrF+/Hqh4B+3fv5/9+/ezYMECteuHhITw6aefkpKSQmJiInl5eXz55Zd888037NixQ1YMGzFiBJGRkSiVStLT00VQjkAgEAgEAoHgX4mwshIIBAKBgEdLlderV4+NGzdy4cIFNfnw2NjYZ1of1STXi+K3336TZelVlirdunVDW1tb/nvDhg1ERESgqamJnp4eSUlJKBQKZs+ezccff8wvv/yCt7c3WlpaZGZmcu3aNf744w+io6PVLEA6deqEqakpAHXr1mXYsGFIkkSbNm1YvHgx+/fvFxNzAjXCw8OBCoUPqHg2586dy4kTJ2SrC319fTUrB01NTT744AOcnZ3R0NDA2NiYd955h6+++oqysjI6dOiAsbHxC2iN4GkRFxf3l2VUwRYZGRncu3fvhQQ+qkhLS+PYsWNYWVkRFhaGrq4uxcXF/PLLL/Tv358TJ06gp6cn27TUqVOH4uJi2XYxKyuL7t27c/ToUR4+fAjA+fPn6datG35+fkCF0kJ5eTlt2rRh165dNGrUCIDVq1ezYsUKsrOzGTVqlJyx/KyojW2USvVHoVBgY2Ojlon9LDAwMGD58uXk5eUxbtw4Ll26RHl5Oenp6XTs2JG0tDSKioo4dOiQbIsDVLMZCw8PZ/LkyWzZsgVDQ8NnUlfBi+FpqnLExsZSXl6Om5vbU6iZ4ElRBeL8Hfr168fRo0dr3JeVlUWnTp0wMTFh6NCh3L17l7Vr12JiYsLkyZMxMTGhb9++mJqacuXKFc6cOUNeXh5btmxh/vz5sqUY/Nm3AdS2A2oWLAsXLqx2TOUAChWV1VLu3LlDYmLiC7evETxfQkNDSUlJ4ejRo/Ts2ZN169ZRXl6Orq4uhoaGnDt3Dk9PT3r27Ml3333H5cuXKSgoYN26dSQmJhITE6PWT3rrrbeIjo4mMTFRVkcRvPxMmTKFwMBALly4QPv27ZEkCUtLSyIjI7lz5w5eXl6Ym5ujra1N/fr1ad26NcePH2f58uXs3r0bW1tbtLW1OXr0KLt378bQ0LDavMCjLPsALl68SM+ePYEKO7vs7Gyys7Pp3r07Wlpa8ryAu7s7Xl5edOrUqVZBkwKBQCAQCAQCwauIUMwRCAQCwf80lTMufX19OXbsGKmpqbJajmoS39TUlH379pGYmEhcXBwNGzZ8YXV+HpiZmXHs2DGgwtYKKibcKrN8+XLZCqyyMolqgm7FihXMnj2bgwcPYmpqiiRJf3neHj16sGfPHhYtWkSTJk0YOXIkrVu3rrYQKhBURl9fX7b1OX36NDExMURERDBmzBjatWsnL3ANHjyY5ORkkpKSGDRoEDdv3uTw4cMcPXqUiIiIas+4CtWzKnj1qRxs8d577/GibX0bNmzImjVruHz5Mpqamujq6iJJEgkJCejo6PDTTz+RkJCAUqlk69atLFmyhKKiIvl4Vf0NDAw4cuQIJSUlaGho8Msvv2Bubs66devQ0NAgNzcXIyMjioqK6NSpE1paWhw9epQvvviCpUuXsn37dvLz859ZO1XZ2omJiTg6Oj4yI19F1UzsZ8GqVauwt7dnyJAhKBQKjI2NcXd3Z/r06cyaNQszMzMuXLiAq6srJ06ceOR52rRpw7fffou3t/czDW4SvNq4urqKoJx/Ie3bt+fixYsAnDlzBh0dHVxcXEhOTiY5OZkffvjhsWp+z5LKail37txhx44dtTpO9Hn+Pfj7+zN69GiWLVvGkSNH+PLLL0lNTaV+/fpYW1tz69Yttm7diqmpKfXr12fw4MEYGxszZ84cfHx8GD58uJysAuDh4cHWrVvJy8ujQ4cOz6UNlZ/j2jJt2rRnVJtXE1Ugsr+/P3v27JGDkF977TVatmzJunXrWL58OQDe3t5ERUVhZWVFWloa+vr6HDt2DC8vL7766iv09fXR0tKqNmZSKpXcu3ePe/fuUV5erravQ4cOnDp1Cqh4T7Zr14727duTkZFBeXk5P//8M1DRJ9bT0+Obb7557jbez5Oq7+OwsLAXWBuBQCAQCAQCwfNGKOYIBAKBQCCoxrBhw9i9ezf29vaPDEKysrLC3t7+kRltbm5uTJ06lS5dusgS/RMmTMDHx4cNGzbQsWNHwsLCsLKywt3dnZkzZ/Lpp58ybNgwlEolRkZGHDp0CIVC8ayaKXiJycvLw8vLi9LSUrp3786yZcsYMWIExcXFGBgYMHDgQIKCgujZsyeDBg1i165dnDt3jqlTp+Ln50dBQQFGRkZs3LiRiIgI4uLiuHv3LgB79uwhNDSUmzdvkpSUxIABAygrK2P8+PEsXLhQfua++uorJEliypQplJeXs2TJEsrKyliwYAFOTk689dZbFBUVYWRkxLZt217g3RLUlq5du3Ls2DFcXV1p3bo1LVu2fKH1MTExkT9LkoSmpiYtWrTA2dmZ0tJSgoOD+f7772WVnGbNmtW4aFqvXj3gz0BHSZLQ0NBAQ0MDTU1Nhg0bRn5+Pjo6Ohw+fJjCwkIcHR3JysqiR48e1KlTh+7duz+zdqqytdeuXcu0adOq2UZVpWom9rMgICCAgIAAoGLhLyMjo5pKRU0KG5W3VVa4eNZKeoIXx7179/D29mbmzJksXbqUwsJCXn/9dZYvX87169cZN26c2raFCxeSk5NDbm4ubdq0ISwsjPDwcMrKyujfvz9+fn40adKE7OxsoqOjadWqFWPHjuXy5cu0adOGNm3aqKmiCF5e3N3d2bhxI7///jsGBgbo6+vTvHlzFAoFGhoajBo1isGDBxMUFFSjmt+TkJyczLJly5AkiZs3bzJ58mTCwsKoV68eoaGheHt7y32m5cuXq6ml9OnTh/j4eBQKBT/++CPR0dFy4OM333xDz549sbCwwNzcnG7dunHv3j0OHjxI3bp1iYiIoEWLFk/ztgmeM5mZmeTn5/Pee+9Rv359uc+gr6+Pm5sbDx8+xMTEhM6dO9O8eXOuXbvGp59+Kge5q9DT06NevXrP1cZKFZjj5ORU62OetzXmy86qVavYsWMHV69epV27dsTHx5OQkMDnn3/OqlWrZAUcqAiMnjBhAvv37+f+/fu0bt2a/Px8xo8fz9mzZ1m/fj1ff/11tWssWLAAFxcXJEli0aJFavtmz56Nr68vJSUlDB06lJYtW/Lhhx/i5eWFsbExBgYGsh3oO++8w/z583nttdee/Y15QagCc1QKZmFhYbLS5eNQKpUiWUkgEAgEAoHgX4AIzBEIBAKBQFANTU1N1q5dW+O+5ORkoMIK5VH7oCI73NXVtVqZyMhItb+XLl2q9veBAwceeU5BdXJycqrZIagsM7p27SrvU9nEvCoYGhoSHx9PnTp18Pb25uuvv8bKyop58+bh7+8PwIgRI1iyZAmDBg1ix44dfPLJJ6xZs4Zhw4YxatQoVqxYwfbt2wEwNjZm8+bNTJgwgbNnz+Lv7y8H41ReXK9MSUkJsbGxKJVKnJycSExMRKlUMmjQIExNTTE0NCQmJuaFq64IaodCoXjpAv1Utmpdu3ZFX18fDQ0NhgwZwooVK9DT05Mz1Rs0aCAfowrm0dDQYOPGjZiamvLtt9/K5UxNTXn99de5d+8evr6+AJw+fZouXbpgYmKCtrY2kZGRdO7cmYSEBNLT07GysiIjI+OZtfOvbKNqui8CwctAYWEho0ePJjg4mLCwMObOnYuNjQ2zZ8/m6NGjbN++vdo2qLDpVNmcqZQCVdy+fZuEhAQ2b95MZGQk1tbW6OjokJCQQEhICA8ePHgRTRX8DXR0dNi9e3e17fPmzVP7+/Tp09XKVA0ErA2SJBEdHc3ixYs5ceIEBw4cwN/fnytXrqj1mc6fP4+/vz8dOnQgMDCQnJwcfv/9dzZu3MiNGzfYtWsXhw4d4vbt2/j5+REVFUVubi6pqano6uri4ODA4cOH0dTUFH2c/8+ruCiura1NeXk5ZmZmDB06VA5YKS0tJTIykiZNmshBpapgslatWlFWViaPGSRJUhs/aGtr8/bbbz+3NlQOMOvatStpaWno6ekRERHB7du3GTt27COtMVNSUpg1axZ169Zl0qRJjBw58rnV+2VCFYhckz1jVbvQ8vJybGxsiI+Pr3YeV1dXBg0axPDhw+VtqnH6wIEDGThwoFp51b62bdtWG8+3bduWY8eOUV5ejp2dHc2aNQMq+n/vvvvu323qCyc5OZmlS5dSVlZGcXExmzdv5t1336W0tFRO5AgNDZUDJQcNGkRGRgYKhYLvvvuOS5cuqSWCuLq6Ym1tTY8ePahfvz56enrk5uaSk5NDu3btWLNmDd9//z0bNmygfv36LF26VLYNEwgEAoFAIBC8nIjAHIFAIBAIBIJXmNzcXFJSUv5y39mzZ59ntf4xqmzwO3fukJOTQ6dOnXjjjTcA6NWrFwCdO3fm4sWLPHjwgCtXrtC+fXsyMzM5deoUq1at4uHDh4waNQp9fX05E7Rly5bcuXNH7VqVgwAqL0CpJjZv3LhBZmamnCF87do1OnbsiLm5OV5eXvTq1YsPPvjg2d0Mwb8SS0tLbty4gaamJosXL2bJkiXAn3aAlRVsVJ9btWqFnZ2d2ra+ffvStm1b+ZxQofY0efJkNSWcgwcP4u/vz927d5k+fTqrV6/mww8/5N1336VZs2byosizQJWtff/+fUaOHMm+fftwd3fn+vXrREREPLPr1pbKlneC/11qWrT88ccfmTBhAl27diUzM5NJkyZx584djIyMsLKyIjMzkzlz5qChocH9+/exsrICkC1Ra1KF6tKlC5qamrRs2ZILFy6QnZ0tf08tLS3l4B6BoCqqvkyLFi0wMjKSP58/f57FixfLfaa8vLxHniOhYhn+AAAgAElEQVQrK4v09HQcHR3VtpuZmaGrqwvArFmz8PX1pWnTpgQFBcnbX0WqKjDq6uri6+tLXl4es2fP5syZM/j6+vLFF1+wdu1aYmNjefjwIStXrqRHjx4oFAqsrKzIy8tj9erV1VQZVUofLyPdunVj7ty5ZGVl0b17dzUlJz09vSc+n7+/P8bGxmpqf88aVYDZ8OHDWblyJYcOHWLjxo2sXLmSkSNHcvXqVeLj4zl16hQhISGsXLlSPnbOnDlER0djaGgoLNpqwa1bt/Dw8GDixInV9rm5ueHs7Cyr4P5TsrKyGD9+PEVFRYwbN446deoQGRnJ119/TXR09FO5xovi4cOHxMfHs3XrVsLCwoiJiaF+/frMnz+fxMRE/P395UBJgN27d5OcnIxSqWTatGlqiSCurq7cuHGDefPm0apVKxYuXEjXrl1Zs2YNLi4u3Llzh+joaJKSkqhfv74IpBQIBAKBQCB4BRCBOQKBQCAQCASvGKmpqcyYMQNdXV1Zlai0tBRfX18mTpzI1atXKSsrQ19f/wXX9O+zadMm3N3dGTNmDF5eXrz22mukp6czePBgzpw5g7W1NVCR4auyloKKhSVnZ2c8PDyAivsSERFRLfhGW1ub4uJioELKX6UWkpGRIS9WqQIkDA0NMTc3Jy4uDi0tLUpLSykpKWHGjBloamri4uKCl5fXMw1sEPz7qKzgM3jwYAYPHqy2v3KGuupz5QAS1bbKik+qjOQ+ffpUU2gwMjJi586d1epx/Pjxf9SO2vAktlGVs6r/1xTT7ty5Q2Jiomxv8FdERUVhb29PkyZNatz/qimlvYyMHTuW3NxcoqKiMDMzY/jw4Vy+fJnAwEBZVcLb21sOGC0rKyMjI0P+vUpPT2f06NGcO3dOPmfV36P27dtz8OBB4NULohU8Xyo/O5U/5+bmqvWZVP2c8vJyALXP7du354033pAVBUtLSwHU1GCcnJxwc3Nj8eLFxMTEvNJKI1UVGNu3b09KSgr5+fmYmJhQWFhIQUEBxsbGvP/++8ydO5cLFy7wySefyIGjb775JjY2Nnz33XfVVBlHjRr1glv4aPT19Tl06JD8d1Ulp3feeUf+rPq9fZylY2ho6DOoZe24ePGiHDDfu3dv+Z35V9aYhoaGAK+c2tGz4K+UI5s0aUJSUlKN+/bs2fNU69K5c2e1ZxPAw8NDHr+9ylQOzI2Pj2fcuHFcuXKFgoICOnXq9Eg7w5oSQSRJwtjYmFatWsnlKgdo3r17l08//ZTJkydTt25dPvvsMzEeFQgEAoFAIHjJESMTgUAgEAgEgleM0NBQ7t27B1Qs6imVSnx8fCgoKAAqJtEPHz5c47H/+c9/sLOzw9HR8bEZ1S8aJycnli5diru7O0VFRTRu3JjU1FQGDhyopngzYsQIvv76azw9PYGKzNqdO3fi7OyMk5NTjfYRANbW1mzcuJFp06bh7OxMbGwsw4YNq7GspqYmH3zwAc7Ozjg6OhIQEMClS5dwcHDAxsYGIyMjjI2Nn/5NEAgE/1PcuXOHHTt2VNv+qEz/qKgobt269Y+umZyczPz585+4TE5ODmPGjPlH134ZycjIYOjQodjZ2fHHH38QGxvLxYsXmTx5Ms7OzmzcuJGNGzfSv39/zM3NycnJwdnZmd69e+Pk5ISLiwvh4eGsWrUKZ2dn/vjjD2xsbB57zT59+vDw4UOcnZ05e/bsS63A8b9CWlraIy1da0NtvlePIjw8/JEWm49CU1NTrc8EFYu3KSkpjBw5kubNm3Pr1i08PT3R0tLCzc0Ne3t7HB0d+fzzz6udz93dnX79+rFv3z4cHBz+VjteFm7evImnpycKhYIjR45gZWVFamoqFy9exMvLi+joaHkhe8OGDdjb2zN+/Hi1PrIq8C4zM5Nly5ahUChYv349165de+y1+/bt+8h9/8b357NAFVTWoUMHTp06BcDJkydlG8yffvrpkdaYGhoa3Lx5E3j076hA8LRJT0+X/9++fXs6d+7MwYMH8fDwqBY0CX8GWaoSQQ4cOEBycjLp6eloaGhUCyqrGtxraWlJeHg4CoXiiX87BAKBQCAQCATPH6GYIxAIBAKBQPCKoa+vT+fOndHT08PMzIxr165x/PhxwsLCcHBwYMOGDY88NiUlhcOHD6OpqflSy1336NFDVrFRMXDgwGrlunTpQllZmfx3/fr1q2X79unTR/68cOFC+XPl4KWa7MAqZ5XWpGjyqOAngUDwaIRtlDqVFdB+/fVXysvLUSgU/Pjjj3LwR7du3fD09GTKlCkUFxczYMAAfHx8iI2NJTMzE09PT0aPHs3YsWN58OABNjY2BAcHU1hYiI+PD+np6axfv162OhM8nt27dxMUFERpaSmenp7MnTuXffv2kZaWxmeffSbbXTVp0oT/+7//4+7du0ycOJFly5YRGBiIvb09dnZ2DBgwQD5n5UV41fNfWb1g9erV1KlTh5CQENq0afM8myuoAUtLy5fu+1L5ean8PKn6NR999FG1YyorUsTFxcmfx44dy9ixY9XKVlZGqVz2VaeqAqMkSeTn58vWkO7u7kyePBmA5cuXc+bMGS5evMiECRPkc6gWxmtSZRQ8WyrbcRkaGtKvXz8aNWrEpk2buHPnDsbGxo+0xgwODmbo0KHo6OgwadKkl0b5SRU8UVNw1vjx4/n1118JCQnh119/Zdy4cTWeY9q0aXz33XeEh4fj4+ODpqYmn3/+OaNHj6Zly5bPsPaCv0JbWxtXV1cePnzI+vXrefPNNzl58iT6+vp06tRJLVAyNDSU1q1b4+HhQVBQkJwIoqGhQZcuXfj+++//8nqTJk0iOzub4uJi1q1b9xxaKBAIBAKBQCD4J4jAHIHgFUCpVNZKerc2cvVVJfKFxL1AUHtUk13Xr19HqVTKctr/C6gm/2pDWloap06deuREouCfM336dJYuXUpBQQEhISEANGrUiIyMjMdKlAPMmjULX19fmjZtSlBQELq6us+hxs8eSZIYMmQIhYWFJCUloaWlJe+LjY2lvLwcNze3F1hDgUAgqM7evXsJCQlBoVCQnZ3Nxx9/LAdu5Obmkpqaiq6uLiNHjmTt2rW0bt2aUaNGoampiaurK/Pnz8fU1JT333+fGTNm4OLiIisDXL16lePHj3Pq1KnHBuaoVGJu3bpFXFwcEyZM4MqVK7Rs2bJaoOeCBQtISkqSrRpKSkp46623KCoqwsjIiG3btj3Du/XsUVlEtGzZkrS0NHbs2EFcXBxlZWXVlG9MTU1p2LAhDRs25O7du5iammJubk54eDhXr15VC8z5K8aNG0d2djZ6enqyxZDgxZGcnExCQgK7d+/GwsJCDm77+eefuXfvHpMnT+bs2bOsWrWKb775htGjR9f4nYmIiKhW/r///S9Tpkzh3LlzcjCxrq4uI0aMoLi4GAMDgxoDkV8GFArFK2cx6OTkhI+PD1FRUfI2ExMTzM3NadeuHdevX8fW1haAVq1aYWhoiIGBAb///js2Njbk5eXRtGlTdHR0OHToEIGBgQQEBFBYWEi3bt3Ys2cPt2/fZuzYsejp6VFQUMCbb77J7Nmz5esdP36c2bNnU1payvjx4xk7dizBwcFAhZLlwYMHqVu3LhEREbRo0eL53qCXnKp2XJX56aefuHTpEtnZ2WrbVb9PdnZ2pKamVjsuPDwcc3NzevXqRU5ODllZWbIl7ovm3Llz8vycnZ3dI8upxuXh4eF4e3ujqanJnDlznksdBY/H0tKSwMBA+e+a1FsrBz9u2rRJ/vzaa6891tq2coKJKsBr/fr1/7TKAoFAIBAIBILniLCyEgieE6mpqfTp0wcnJyfCwsKYP38+dnZ2ODk5cefOHdLT07Gzs5OtNaAig2bq1Km4uroiSRKTJ0+W/d5v375d7Rq1ked9lES+QCD4a+bMmSMv1DzKHuffSm2DcqBiMkoE5TxbIiMj+emnn/jtt9+4desWzZs3Z/jw4Wzbto0tW7Y89lgnJyc2bNiAsbExMTExz6nGz578/HwaNWrEoUOH1IJyAFxdXasF5QhJe4FA8DIwZcoUtm3bJgf+VsbMzEwOnjx37hyjR49GoVCQmZnJlStX1Mr+9ttv8uKyKqDf1NSUevXq0bJlSzULwJrYvXs3gwcPJjIyki5dunDo0CG6du1KZGSkXCY/P58TJ05w+PBhrK2tAfj9998xNDQkKSmJrVu3/rOb8RJQ2SKicePG+Pj4kJyczJEjR1i8eLFa2QsXLlBUVEReXh56enoUFxczY8YMMjIyyMrKku0la8P69es5dOgQMTEx1KtX76m1R/DPuHr1KqGhoSxfvpz169czdOhQue+0Y8cOPD092blz5yO/MzWVj4mJoU2bNiQmJjJ16lRWrlxJVFQUVlZWxMbG0qhRo2fern9DH2jatGm1KqdSYIyKiiIqKkq2oZoxYwYAV65cwdzcHKhQHerVqxeHDx/mjTfeYPDgwfTo0YPJkydz8OBBvv76a95//31cXFy4c+cOkyZNYuXKlUDFsxIZGck333zD119/rVaHBQsWsGvXLo4cOUJERAQlJSWYmJgAfypZJiUlydsE/4y/GreOGTNGtifLyckhMTHxmdeppKSE4cOH4+rqKgdlLFq0CIVCgZOTEzk5OcyfP5+zZ88yZMgQNTs8CwsLfHx8sLCwIC0tDahIsDtx4gRpaWk4OzuzYcMGxowZw4ULF7h79y5DhgzB3t6e6dOnAxVBHKNGjZIVQF9m1VSBQCAQCAQCgeDfjAjMEbyShIeHy/7SlQkLC3sBtakdqmzYxMREevToQVZWFikpKRw4cAB9fX0+/vhjIiIiOHz4MN99950si2xnZ8f+/ftrnMCDimy+YcOGMXToUB48eMDUqVOxtLQkNjaW48ePy5LWN27c4K233iI0NJT4+HgUCgXXr1+XJe4rD/ItLS0ZM2YM5ubm7Ny5Ezc3N3r16kVubu6LuXkCwT8gLy8PR0dH+vbty5QpU1AqlYwfPx4HBwcGDRoEQExMDL169WLixIn07dsXqMgIVdnjVJaNv3DhAqGhoXzxxRd4eXm9kDbVlqptTUhIwNraGmtraxISEoCKts2dO5c33niDtWvXkpuby6hRowAoLy/H0dERQO2+VC4PFRPKdnZ2ODo6snXr1r+cSJw/fz729vZMmzatRglvwV9Tt25doEIq28/PDzs7OxYtWiQvLPTt25d+/frJMv0A3bt3B8Dd3Z1+/fqxb98+HBwcXkwDngGzZs0iKSmJ/v374+DggLW1tbyIGh4ezpo1a8jJycHR0RFPT0+Cg4N55513ACgrK3tpMmUFAsH/FgYGBixfvpyQkBBmz55NeXm5vK+yYqaZmRmbN28mOTmZU6dO8cYbb6CtrS2XNzMz49ixY8Cfi+6Vg0wetwinUolJSkoiJydHVgTs3bs3Fy5ckMtdunSJ7t27o1Ao5EVNlUqMl5dXtcXoVx09PT1ycnJwcnLCycmJffv2qe1v3bo1fn5+DB06lAULFnDp0iUcHBywsbHByMgIY2PjF1RzwdOianCbnp4edevW5caNGxw+fBh7e3suXrz4yO9MTeUzMzPZsmULCoWCoKAgbt26RVZWFj169ECpVPLLL78QHBxc6747VO+L15TUU3neIC4uDhsbG7W5A6gYE9nb22NraytvCw0Nxdra+qmpcTytoKAnSRr4K1TjxWnTpnHjxg1mzZrFuXPn+OKLL4iLi2PZsmW4urpy/fp1Jk2axOHDh5kyZQq9e/fm7Nmz+Pr6cvPmTT7++GNOnjzJjRs3UCgU/PHHHwCkp6czbNgwHB0duXr1qloQpkrJMiAgQC4vqKCm5Dao6NeHh4fTqlUr2rVrx/Dhw7G2tpaVc1Tj1uPHj6NQKGjWrBlBQUEABAQE0KBBAywsLNiyZQsTJkzgyy+/xNDQkNu3b/PRRx/x008/sX//fll5x9fXl2vXruHr64uDgwOOjo5P/BxXDb4rLCzkypUrJCcn8/333xMcHExgYCDm5ubVEieqBgiqsLKywtLSkgMHDjB69Gh5e2hoKCNHjuTQoUP88ccfHD9+HABjY2P27t1Ly5YtOXv27BPVX1A7FAqFmlqOQCAQCAQCgUBQFWFlJXglqWkhV6lUEhYWhp+f3/OvUC2YMmUKgYGBrF27lm7duskZraoJ89u3b9OuXTsA2rdvz7Vr1wDkSW/VBF5NUuolJSXExsbSuXNnFixYQGlpKVOnTmXnzp3MnTsXSZKIjIzE09MTW1tbfv/9d1mVpyaJ+/z8fI4dO8bp06eZOnUqJ0+eZMuWLWzbto0PPvjged0ygeCpYGhoSHx8PHXq1MHb25ulS5dibGzMmjVr5Am14OBgDh48yO3bt+VAlMfh7+9PWVkZ48ePf9bV/0dER0ertdXe3p79+/cDFQoi/fv3B+Dtt99m4cKFDBgwgHHjxnHjxg0ePHjA8ePHsbe3r3bequXnzJlDdHQ0hoaGKJVKNbnxqu+YZs2acfr0aQ4dOsTWrVurLXIJakdAQAABAQHVti9fvrzaNtX7XiWDXVk6+9+EahJ09erV1KtXDw0NDRwdHeWMaBXXrl0jISEBLS0thg4dSmFhIampqfL3QSAQCJ4nq1atYseOHdy/f5/Zs2cTFhaGp6cnoaGhauWCgoLw8/OjuLgYbW1tIiMjGThwIFOmTGHEiBHMmTMHX19fAgMDsbW1rabuAur2uJU/a2hooFQq8fb25tq1a5w6dQo3NzdOnjyJqampfHzbtm3JyMgA4MyZMwCySoympiYuLi54eXnRrFmzZ3KvnjUKhUItGBtg7NixNZaDCgvJqipBhw8ffpZVFDxnagpuc3d3Z8mSJXTq1AktLS06dOjwyO9MTeXNzMzw8fFh5syZAJSWlrJjxw7S09O5fPkyBQUFzJs3Dx8fn1r33VV98ZiYGDw8POSknhUrVrBv3z5WrlyJjY2NPG8A4OHhQXR0tDx34OLiwpdffkliYiJKpZJBgwbRv39/1q5dS0pKCidOnJCD/56U5ORkvvrqKyRJwt/fny+++IKysjIWLFiAq6srNjY29O7dm0OHDjF37ly2bdvGhQsX2LBhAxYWFrz//vukpaWhVCqJiIigTZs2siX3mDFj0NfX59SpUwwYMIBPPvnkieunGi8eOXKEd999l23btnHp0iX69+9Peno6Xbp0kS2s3NzcSElJoVGjRmzevJmcnBwmTpzI559/zqJFizhz5gyGhoYkJyfLASI9evRg+/bt6OrqUlpaira2tnxtVfDU4sWLiYmJYeTIkX/rHv8bqWz1mJSURFZWVrUyV69eJT4+nlOnThESEiInsMGfSkWpqam89957fPTRR/zwww/4+fnh7u5OUVGRHLhjZ2fHypUrsbW1JSUlhfz8fExMTCgsLKSgoAADAwNyc3M5ePAgkiSpvRtqgyr4Dirm+O7evUtycrL8e/I4taQnUb8DuHjxomyHVDlYsLJVY23OIxAIBAKBQCAQCJ4+QjFH8EowYcIEMjMzAfj222/p2rUrCQkJallfu3fvJiMjA4VCQXx8vDwJAn9OntaUcVY166UmS6mnQeVs2OTkZLVJLUmSaNy4MTk5OZSWlpKVlSVnWKomzFUTeJWl1JOTkwkPD6dnz56EhYXJmZmVB9r9+vUjJSWF3bt3M3z48Gr1Ug3yAwIC5GNU21q0aMHrr7+OpqYmLVq0qNE+SyB42bl58yaenp4oFAqOHDnCH3/8Uc3qQVNTk4YNG9K6dWuMjIyA2meZv8xUtbXQ0NBAT08PPT09Naufbt26oaOjI98PV1dXYmNj5YC+qlQtDxUT2qrrVKbqROKlS5fkSUFLS8t/3MacnBy8vb2f+LiAgADKy8vJzc2ld+/eTJs2jdOnT9OjRw85o1LwapKdnc3gwYNxcHAgMzNTDnRVYWFhIT//b731FtHR0WzdulVWzxEIBILnSUBAAIcOHeL06dOMHDmSuLg4tm/fTpMmTeSASqj4Pd23bx8JCQm0bt0aNzc31q5dS//+/dm8eTPDhw9n8eLFmJqasnz5cjp06EBRURFmZmb06tWLixcv8sUXX9CpUydmzZrFkCFD6N+/P59++ilbtmzh7NmzBAUFYWBgwKFDh2jcuDHLli2jsLAQgPPnzzNkyBAKCgo4c+aMXLenoRJTWWnvaaNSO6xMVFQUt27deibXE/z7GT58OP/973/x8PAA4M033+Tnn3/G3t6ejIwMefujyg8bNqyaEpO7uzupqal89tlnFBcXA3/23Rs2bPiXfXeo6IuHh4cD1KjKA8jKPlChulh57uDGjRtkZmbSv39/XFxcyM/P5/r167Rt25Y6derICUN/l5KSEqKjo1m6dCmJiYkkJyfzxRdfABXjtfnz57Nv3z4CAgLYtGkTK1eulBWBVEkUn3zyCatWrap2btU4b+/evX+rbqrxompOxMvLi99++42pU6fSpEkTNmzYgKOjIwkJCfzwww/ExcWxfPlydu/eTf369enVqxfGxsa89dZbTJ8+nZYtW6qd/9NPP5UVc6r2N/+tSpZPg8pWj5Wf9cpjc3Nzc+rUqYOlpWW1d71KqSg4OJiCggIyMzPR0tKSx63nzp0jMTGRDRs2yN8TOzs7UlNTuXjxIl5eXkRHR9OsWTO0tbXx9fXF29ub+fPnP7FiTvv27UlPTwcqAlt1dHRwcXEhOTmZ5ORkfvjhh0ce+7h5icrKeSpUwYIAJ0+epGPHjn95HoFAIBAIBAKBQPB8EIo5glcCT09Ptm/fzscff0xsbKyc/QGoZX2Zm5uTnJwMVEx+VGXhwoVqGWcODg7Vsl5UllItW7akb9++jBw5Ui2j6e9SNRv27Nmz2NnZoaOjw44dO1i0aBHvvvsu5eXlvPfee9WuOWzYMKZPny5bbQQEBKCnpwdUTNqFhYVVG2grlUq8vLyYO3cu+vr66OrqcufOHbWBe02D88rbxOBd8KqzadMm3N3dGTNmDF5eXlhYWHDs2DGGDBkiZ4srlUqKioq4ffu2LC2ur69Pfn4+9evX5+rVq2rn1NbWlifNa4PKM75ysN/Vq1dZu3Yt8+bNezoNrQGVrYWqrUqlknv37gE88j0AFe/c//znP+Tn58vWSJWpWl5DQ4ObN2/StGnTapOUVd8hbdu25ZdffgF4YRLaSqWSZcuWAXDo0CHGjx/PpEmTWLx4McHBwbi6ur6QegmeDitWrGD27NkoFAr69u1b7ber8sS+h4cHXl5elJaW0qFDh+ddVYFAIHhiqqrhPXz4kLlz53LhwgX8/Pzo27cvlpaWBAUF0aNHD7Zt20ZsbCxaWlpMnz6dJUuW8Oabb6KlpYWmpiY3btwgKSkJgGbNmjFhwgS2b9/O77//TqNGjRgwYAB79+5l3rx5auqC//3vf+U6PQ2VmEuXLjF//vxqFhCqvlpAQABLly5VC054HLGxsdUWK1VERUXRrVs3mjRp8o/qXDlwSvDvorJ6EkC7du3koJfGjRurWQ5pa2tXU06qfHzV8hoaGjXaMO3evRt7e3vS09PZsGED69ev55dffmHFihW8/vrr8vzBzZs30dDQIDg4mLS0NPr06UNpaSnx8fGkpaXh7OxMjx49GDx4MKdOnUKSJBo2bAhUjD969uzJa6+9pvb9kCQJQ0NDzM3NiYuLQ0tLi9LSUjQ0NLh06RLl5eWyStbfpWfPnmrBP1ChYihJEkZGRrLSVseOHeUkIVVi0JIlSzhw4AClpaW8/vrr1c6tCvqvX7/+36qbarzYrl07pk6dypQpU0hISKBp06Z4e3vTvHlzAgMDmTFjBt7e3nKQUllZGR9++CFnzpyhVatW/PDDD2hqatKvXz/gz3eElZUVBw4cqPHa/1YlyyclPDwcc3NztQAwVXJbXl4e48aNo0WLFgBkZGTIFr0//fQT5eXlpKenywEoKiorFY0ZM4aNGzfStGlT+fvYqVMnBg0aRKNGjQgODpbVjPLz82U7YHd3dyZPnkx5eTmjRo3Cx8cHf39//u///o8+ffrUun3u7u54enoycOBADAwM0NfXp3nz5igUCjQ0NBg1ahT+/v5PfN/c3Nxwd3dXU/L19/fn3XffZfXq1XTv3h1ra2t+/fXXJz63QCAQCAQCgUAgePqIwBzBK4GzszMhISFMnDiRRo0aoaurK++rnPVVE5UX5FRqEQBaWlpqWS9t27bls88+q9FSqmrG09/BysqKzZs307hxY4qKiigsLERLS4sGDRqgoaHB3bt3cXJyIjAwUPbMXrhwIX5+fjRo0IAzZ85w/PhxWrVqhZ+fH99++y1t27YF4PTp07KsfEZGBhMmTOD333/nww8/xMXFhf3799OsWTN++OEHvLy8yM/Pp3nz5piampKTk6NWz+nTp6t5nj9rkpOTSUhIED7MgmeGk5MTPj4+REVFAaCnp0d+fj729vY0bNiQvXv3Mnv2bOzt7enZsyfNmzcHKia0hg4dSt++fWUVHRXW1taMGTOGn376qcaJ9ark5uaSkpLy9Bv3FwwbNkye5G/YsCELFizAxcUFSZJYtGjRI49r27YtWVlZciDgXxEcHMzQoUPR0dFh0qRJj7WwMDExwdLSkn79+tGlS5e/FfiYmprKjBkz0NXVxdvbm7y8PDw9PcnOzpazGl1dXSktLcXIyIht27Zx+fJlxo4dS9OmTRk8eDA//PADMTExLFq0CEmSKCsrIzQ0FH19fe7fv1+jUpDg1cDNzY2pU6fSpUsX6tat+9iyenp61KtXT9hYCQSCv01lS6jnQVU1vA0bNhAREYGmpiZXrlzB1taW1NRU3njjDdatWyfbx7Rs2ZL69eujra2NkZERx48fZ/To0fJ4ojIqlQGAGzducP36dVldsGHDhtX6RU+DixcvkpqaSmpqKl9++SUzZ86Uf7NbtWrFsWPHsLOzIzAwkDp16jB69GguX74MVARBJCcns2vXLj799FNKSi1pYHUAACAASURBVErQ09MjJSWFH3/8ke+++062uRk7diyxsbFkZmbi6enJRx999NTbIhD8XRYuXMgHH3xAYWEhmZmZbN26lUWLFpGZmcm6det48803adKkCSUlJbz//vvExcWxZs0apkyZIls4TZw4kVGjRtG5c2eMjIyoV68eBw4coEuXLhw+fJgDBw7QpEkTfvzxR7Vra2pq8sEHH+Ds7IyGhgZdunTh+++/Z+zYsdja2qqpuaiClGqyGK/K559/TseOHdHU1FQL/snIyOD48eNoaGg8NjHo5s2bJCcnc/jwYeLj44mIiKh2jSe1FaqKaryor69PaWnpI8v95z//wd/fn7t376Kpqcnq1auZM2cOb7/9NufOnWP+/PksXryY1q1b4+HhQVBQEK+99to/qtv/CjU9S1WT28LDwxk8eDBNmzaVyxgbG+Pu7s7169erPRsqpSKlUklJSQnbt29n586d+Pn5ERcXx9y5cykpKWHFihWEhYWxevVqhg0bhomJCebm5rRr147r169ja2tLYWEhw4YNo7y8HD09vRqTVx6Hjo4Ou3fvrra9apKOKpircnCfalvlAEHVtsr2xpXVuqqqR1W+vwsXLnyiugsEAoFAIBAIBIKniCRJL81/vXr1kgSCRzF27Fjpww8/lDZt2iR98sknUnx8vJSUlCTNmzdPLtO3b1/5s62trfTw4UMpPT1dcnBwkLfdvXtXunv3rmRjYyOVlZVJJSUlkiRJ0oQJE6Rjx45JQ4YMkbKzs6WSkhLpjTfekPf/U+bNmyclJSVJkiRJJ06ckPz8/CRJkqQNGzZIn3/+uVpb1q1bJ61bt07Kzs6WLC0tpfLycmnjxo3SsmXLpOPHj0vjx4+XJEmSgoKCpE8++USSJEmys7OTr9WxY0fp8uXLkiRJUlFRkTRw4ECpqKhILjN9+nQpLi5OkiRJKi8vl4+fPn26tGnTpqfS3tpS9d+wNqjqLBA8C1Tvi39KSkqKZGVlJTk6OkohISFSs2bNJA8PD6lnz57S5cuXpezsbMnLy0uSJEmytraW3nvvPcnCwkLat2+fJEmStHv3bqlfv36SjY2NtG/fPqm4uFhyc3OTFAqFNGLEiKdSR0mSpPz8fCkwMPCpna82lJaWSpIkSVu2bJEWL178xMdXfp9mZWVVe08qlUrpjz/+kMvu379fys7Olrp06SKVlZVJklTx71xaWiqtW7dOWr16tSRJkvzbIvjfYtSoUVJeXt6LroZAIHgBKJVKadKkSZKjo6M0ePBgaceOHdKwYcOkIUOGSLa2tlJhYWG1Mrdu3ZKSkpKkoUOHSkOGDJH27t0rrVixQurTp480a9YsycHBQcrLy5NGjhwpSVLFb56jo+NTq/POnTvlvnN5ebnUvXt3qby8XPrtt9+krl27SvPmzZMcHByk4uJiqXv37tLatWulwMBAuX9jbm4ueXh4SLNnz1b7DZSkP8cTrq6u0v379yVJkuSxkK2trXT//n3p8uXLUseOHZ9aeySpYjzQq1cvaciQIZKFhYXUoUMHqUOHDpKDg4Pk4eEhmZqaSnZ2dtLNmzelVq1aSYMHD5Z0dHSkcePGSZIkSVZWVpKVlZVkYGAgOTg4SEePHpWMjY2l1atXSx4eHlK3bt0kDw8PqUGDBtLly5clX19f6a233pKcnZ2lsWPHyuMpgeBx+Pr6SufPn5f27dsnxcTE1Pq4nTt3Sjdv3qxV2YEDB0rvvfeelJ2dLY0aNUre3qxZM8nBwUFycHCQunbtKuXm5korV66U+vXrJzk4OEgKhUKSpD/7t5IkSRYWFvIxFhYW0rFjx9TmS6ytrWvdhqqo5itqS+Ux/549e+Q6T5kyRZIk9bkM1WfVWKm8vFxyc3OTHB0dpffff1/y9fVVK6f6d5GkpzeOe5WpfK/Xrl37TM5/8eJFSZKkJ/4uVGb8+PHSL7/8IkmSJH3zzTdSly5dpPj4+Bp/cz/88EMpIyNDiouLkywtLSVJkiQfHx+poKCg2nkfPnwo9e/f/2+2TiAQCAQCgUAgEAieHOCkVMtYGKGYI3hl8PT05O233yY/P59z587VWMbKygp3d3dmzpzJmDFj6Nu3r5olSVW1iJqyXv7KUurvkJyczP/93/8RERFBUVGR7D/v5uaGnZ0dsbGxWFtbc+jQIZKTkzl//jybN29m1apV6Ojo8PvvvxMeHk7fvn3ZunUrCQkJODo6MnjwYEpKSqpdz9jYmFatWgEVakM3btxg0KBB/Pzzz0BFpm1QUBDwp6XHb7/9Rr169WR7l9q26+uvv0apVHLr1i1GjRpFvXr1GD9+PAsXLpQzfJYtWyZnu02ePJmwsDDq1atHTEwMUJGVO2jQIIqLi9m+fTtNmjRh0aJFJCYmyjZdgJrahZ+f39/7xxAInhOhoaHcu3cPXV1dJEmiqKgISZK4desWa9euxdnZWVbRSUtL4/XXX6e0tJRFixbh4uLC3Llzady4MUqlkjlz5rB9+3YMDQ2JiYl5qrZyzZs3f6Z2WjUxb948jh49ipaWFtu2bXvi46dMmUJgYCBr165l2rRpdOnSBU1NTVq2bMmFCxcoKirC39+fK1euUFBQQKdOnejUqRMWFha1tsAQ/G/g7++PsbExJiYmL7oqAkE1+vbtW80qZ9q0abVSahPUjpiYGNq0acOKFSvYt28faWlpQIWlTFBQEAcOHEBTU1OtzMqVK7GxsZHtdMvKyujbty8pKSmcPHmS48ePY2JiIitkpqamPlVVrqpqeFZWVtjb22Nvb4+hoSH5+fmkpaUxbNgwrKysCA4OplOnTvLxBgYGpKSk8PHHHz/SmqayykCTJk2IjIysUV3waWJqasrNmzfZunUrnp6eaGlpcf36dQ4cOIBCoUBLSws9PT00NTVp164dDRo0ICoqil9//ZWsrCxat26NpqYmFy5cICAggIYNG7Jr1y4yMjK4du0aVlZWtGnThlWrVhEVFYWuri6vvfYaxsbGT70t/0ukpaVx6tQpxo0bV21fWFjY3xqzjRkzhoULF8oqtlWJiorC3t7+H1uR/V2e1PL0SazTVBa7qs8qKlvyqOx2li9fzpkzZ7h48SITJkwAKmy1ysvLqVOnDmZmZixbtgwTExPKy8vR0NBAX1+f3NxcDAwMOH/+/BO1o6SkhBEjRlBcXIyBgQEDBw6sNmZv164d8+fPJykpSbbsDggIYP78+fTq1QsrKysaNmzIrFmzaNCgAQkJCQAMHTpUtvnetGkTAMOHD8fCwoIePXqwfv16LC0t1eqj+n1UKYgAsq25oILafgefRPktOTmZvn370qFDh39k//sou/qqv8srV67E1taWlJQU8vPzMTExobCwkIKCghrf315eXrzzzjt/u14CgUAgEAgEAoFA8CwRgTmCVwKlUsmOHTvo1asXb7/9NjNnzmT+/PkAsgWSQqHAzs6O3Nxcfv31Vw4ePEhJSQl9+/bls88+Q6FQ0Lt3bwDGjRvHwIEDSU9Pp7y8nPLycry8vGjQoAE//vgjGhoaNGjQgAEDBnD9+nXGjRtHYWEhr7/+OsuXL691vSsvnmtra5Odnc2cOXPYsmULTk5O1KlTh59//hkjIyP09fUpLCwEICEhgbfffptJkybJ7VTdh7179+Lk5MTatWsJDg6W91WWb648qWJoaMjmzZtp2bKlPClvZmbGsWPH6N+/vzwJ07lzZ0aNGsVHH33El19+Wes2wp+LF5V96qveh+joaBYvXsyJEyc4cOAA/v7+8mLAw4cPiY+PZ+vWrYSGhuLm5saVK1dITk4mMzOT4OBg5s6dy7Vr10hISBAL64JnytOa0NXX16dz587o6elhZmaGtrY2P/74Ix9//DHHjh3D2dlZrfznn39OaWkplpaWXLt2jXPnzmFjY4OOjg4ZGRl07NgRc3NzvLy86NWrFx988MHfqldxcTEjRoygpKSExo0b4+rqSkJCApMnT2bXrl2EhIRw69Yt/Pz8iIqKqjbhXlZWho+PDzo6OgwYMID//Oc/T1yHkJCQv1V3FQYGBixfvpy8vDzGjRunJmcuSRJxcXF07tyZTZs2MW/ePPld/DytRgSvBqGhoY/df/XqVdauXVvr4LXw8HDKysoYP37806ieQFANEZTzdMnMzGTLli3ExcVRVlZGcXExLi4uALRs2ZI7d+5QUFCgVsbGxgb40073xo0btGnTBi0tLbWF47feeovo6GgSExPV+vP/FE1NTdauXfvYMo/bn5iYiKurKxYWFlhYWKjtUy10W1lZceDAAbV9w4YNk+2tngUXL17E0dGR9PR0BgwYwObNm3F0dERLSwulUokkSdy7dw+lUkn79u1RKpW4ubnRqlUrTp8+zYMHDzAzM6NFixZcvHiR+/fvA8jJF5cvX6ZOnTrExsZiamrKoEGDiIqK4vXXXyc7O/uZtevfjqWlZbWACRU1BQU8SQDAo8r+VaCLUqnE39+f8+fP06BBg2pzB/3795fnDuLi4pg4cSIHDx4kIyODJUuWMHDgQHnu4MiRI/j5+eHv7y+fv/JvfdUglJ07d7J+/Xru37/P4sWLee2119Ss08aMGVNtbiE7O5tRo0bRvHlz/vjjD06ePMns2bPVEoRqCparHJSnws3NDXd3d8aPH09QUBB+fn4UFxejra1NZGQkH3/8McOGDaNz5860adOmVv8Ole+7lZUV8+bNw9/fn8LCwmpj9kmTJpGVlUVKSkq1RILIyEi2bdtGu3btkCSJgwcPAhV9rcTERFJSUjhy5AjBwcGsWLGCq1evcvz4cU6dOlVjYI6ggry8PLy8vCgtLaV79+68/fbbQEUfNyMjA4VCwXfffcelS5dYsmQJZWVlLFiwAFdXV6ytrenRowf169dHT0+P3NxccnJyaNeuHWvWrCE2Npbg4GCKioqYPn0677zzDuHh4ezcuZP+/ftjbm5OWVkZBQUF9OzZk0GDBrFr1y7OnTvH1KlT8fPzo6CgACMjIzZu3Kj2TD/Krr7q77KNjQ12dnZ89NFHKJVKvLy8ZOvimti+ffuzv+kCgUAgEAgEAoFA8DcRgTmCV4Lo6GiMjY1Zs2YNSqUSe3t79u/fD1RkrDk5OXHu3DkKCwsxNDRk5syZdOrUCS0tLRYuXMjAgQNJS0ujTZs2lJWVERISQnJyMnv27OHbb7/l3XffpWnTppw+fZo1a9awZMkSJk2aRFpaGm5ubhgYGDBnzhwyMjLw9fXlwoUL1K1bl4iICLS1tatNri1cuJBLly5x5coVgoKCeO+998jLy5MnkV1cXNDW1mbPnj00btyYcePG0b17dwoLC5kzZw6tWrXixIkTnDt3jocPH8r3oaioiK5du1JeXo6zszNt27aVJ9Qq+5hX5s0332T48OFYWlpiYGAAwJw5c/D19SUwMBBbW1sWL14MVAQsBQcHExISwuzZs2v1b9OtWzegYvFCQ0ND9mSvPBGnKtOiRQuMjIzkz7dv30ZLS4sePXoAFRO78fHxZGZmkpycLCvuqJQMhNqF4FVi+vTpLF26lIKCApYsWYK+vj6ampoYGRnx4MEDtbLa2tpyxp/qO6RCQ0ODNm3aUFxczIwZM9DU1MTFxQUvL69HTkg+jqioKGxtbZkzZw6TJ0+Wt9va2spBNrt27WL48OFkZGRUm3B/44038Pf3Z8yYMU9VuedJWLVqFTt27OD+/fuMHDmSjIwMtf19+vQhKCiIkydPoq+vr6YUIBAIBM+a1NRUZsyYga6uLt7e3mRlZREYGChn9SsUCvz8/GjSpAnZ2dlER0fz8OHDakGPhYWF+Pj4kJ6eLi9KqlR0FAoFNjY2JCQkMGnSJMaNG8fx48eZPXs2paWljB8/nrFjx77YG/EKYGZmho+PDzNnzgQgPj5eXiyGiv5s1TKlpaWkpKTIAQOGhoZcvnwZpVLJ2bNn5WM9PDzkxdIOHTo8x1Y9mlu3buHh4cHEiRNfdFWqUadOHcLCwjhx4gSurq40b95cvscLFixgxIgRuLq64uDggIaGBn369GHfvn24urpSXl5O69atmTJlCu+++y4NGzZEX18fqAjM0dDQoEWLFuTm5nL79m1Gjx7N6tWrMTEx4ddff0VHR+dFNv2VJjk5mYSEBLZs2cKdO3d4+PAhH374IadPn+bYsWMYGBiwefNmOcmiXr166Ovro6Ojg6amJoWFhRgYGKBUKnnw4AGtWrXiwIED3Llzh/v372NpacnJkyf56aef+Oqrr7CysmLLli3s2LEDMzMz9u7dy5AhQzh37hz16tUjPDycBw8ePHbuQKVg5enpyYIFC2jRogW//PIL5eXlTJo0iYEDBwIV4+iQkBD69evHmDFjqrX9zJkz1YJQRo4cydixY7l79y4jRoxg//79uLq6Mn/+fExNTZk5cyZz587FxsaG2bNnc/ToUTZs2MDSpUvp06cPFhYW7Nmzp5paUE3BcqtXr65Wp4CAAAICAuS/9+3bp7a/T58+nD59+sn+kf8/WVlZ8ri9V69e3L17t9qY/bfffsPW1hZQTxwCmD9/PoGBgZSVlakFPOfk5NC9e3cAevfuzaeffgpUqGjVq1dPDpIU1IyhoSHx8fHUqVMHb29vWQnJ39+f/8feucfVfD9+/HlOhUpyl7kUQ2MiJCqXU9ENibGNoiShmTuTazPXhpkRhonF8I1hhnQ7scx1uiC3KSaRIvfq1Hn//uh3Pt9Su9h8h+3zfDw8Oj6fz/mc9/tzPufz+bzf79f79dq8eTNqtRqtVsuHH35IXFwcWq0Wd3d33NzcyMnJYcaMGTRs2JCQkBDefvtt1q9fj4uLC3l5eXTr1g03NzeKiopQqVQMHTpUcqbu0aOH9FwzcOBAQkNDcXd3Z9euXcyZM4f169fj6enJoEGDWL16NZGRkQwaNEgqt76+PhYWFnz66ad4eXlJrtgV3XMNDAzIysqiYcOGODg44OXlVaYdKyPzIsnIyGDmzJlERES87KLIyMjIyMjIyMj8A5GFOTKvBaU7eJRKJQqFgmrVqgGgp6fHnj17MDAw4NixY+jp6VG9enXi4+PRarXUrVuX7t278/jxYzp06MCFCxdIT09nypQpXLlyhUmTJnHp0iWePn1Kfn4+7du3Z8yYMRw4cICioiIeP36MQqHA19eXBg0aYGJiQkREBGPGjKFfv37UqlWLWbNm8d1337Fp0yaOHTuGo6MjDRo0IDc3Fx8fH4yMjPjggw/Q09MjNjaWxMREEhISqFu3Lq1btyYtLQ2lUkmbNm0YO3YsnTp1wtDQUHKDAKhXrx6hoaFS5FWVKlXKzCLUWT4DZWIP/P39y81UNDMzIyoqqswy3XuCg4Of67sp3eF27949yfUnNTUVR0fHctuUfq3rwExOTpb+vvnmm1haWuLi4iLNCtdoNGRmZspuFzKvFbt27eLs2bPcu3evwsi536Ju3bq0atUKKPnNqFQqrl+/zvDhwykqKqJp06Z/OnohPT1d6vwuPfNUoVDQpk0bzpw5w969e1m/fj0xMTHlOtzfffddQkJC8Pb2xsfHB3d39z9Vjr/Cs4MOOlQqlVTWigYdSneu6ZyRSg+0hISEvMhiyrxk1Gr1r0Ypfvnll/j4+Eizi8PCwip0k1KpVKSlpQElorZFixZhaGhISEgIpqamjBs3joKCAjw9Pf+Ue5TMP5P9+/ezePFiVCoV8fHxXL16tdw29+7dIyYmhm+++YadO3dibGxcTvT4e24Buutxz549GT58OLNnz2bv3r2YmJjQs2dPvL29qVSp0t9S59cVT09Pxo4di5OTE0CF95aKttG1Q6BkcNHX1xd7e3vs7OwkR4Bq1apRpUqVFxpj9VepWbMm8fHxL7sY5VCpVCxcuJAlS5ZQVFTEwYMHWb9+PZ999hkArq6utG/fnpiYGMktFaB3797Y2NhgZmZGeHg469evp2PHjjx69EgSOo8cOZKDBw8CJQKfJUuW4ObmRnp6OpGRkTRs2FByVZX582RlZfHtt99ibGzMmjVrqF+/Pp07d2bdunUsX76cu3fvYmRkRFpaGu+//z4ajYY9e/bQo0cPNm/ezODBg3F2dmb+/PlUqVKFBQsWsGPHDmxsbFiyZAmDBw9m3bp15Obm0r59ezZv3kzTpk2ZPHkyhYWF5OTkMG3aNGbOnMnAgQN/s+9AR+vWrTEwMOCtt96SxO737t2T1rdr1w49PT3Mzc3Jzs4uV+eKRChRUVF8/vnnCCEqfE9aWhrTpk1DoVDw6NEjbG1tJcGLvr6+9Iz+KtKkSROSk5Px8PDgzJkztGzZslyb/dy5c3z33XeMGTMGKDtZx9zcnPXr13P06FGWLVvGe++9B4CFhYXUH3Dq1CnefPNNoOJ+A5ny6J5x8/LyyMjIqHBCQk5ODmlpadL9KDs7GyFEmQh0KDuh6v79+1y/fp2PP/5Y+m5/jRYtWvDzzz/z9OlTMjMzadKkCWlpaZw+fZq1a9eSn59fRpSjo6K4+oruuZ6entSvXx8rKyssLCy4c+eO9NuTkZGRkZGRkZGRkZF5nZCFOTKvBbropd69e6PVatFqtTx48ACA4uJiLl26hKmpKQqFokzn27fffotCoSAhIYHq1auzYcMGEhISaNy4MZs2baJevXpcuHCBvn37smLFCrZt28ZPP/3E+PHjOXv2LPr6+lStWpWPP/6YQ4cOceXKFQYPHoyTkxP9+vVj2bJlWFhY8NFHH5GSkkKzZs0IDg4mJSWFs2fPYmVlRUREBB07dmTr1q3Y2dlhZmaGn5+f5BxTuXJlDh48yMmTJ9HXL/lJlnaDKO1co1QqCQ4Opnv37hgbGzNnzhy6d+9e5lglJSWh1Wole/1nycjI4OrVqzg5OT13RMfvoaenV6YuSUlJnD59GnNz8998n4GBAW5ubuTn57Nz505q1aqFmZkZKpUKhULBoEGDpFgBGZnXBd3AnIGBAT4+PpKri7W1NXl5edKMP6BMJ7y1tTVKpZIFCxYQGhoKIMXNHTly5C+Xq0mTJqSmpuLh4UFKSgodO3aU1g0YMICNGzdSXFxMzZo1KxTJFRUVsWzZMgoLC3FwcHgpwhwZmT9CUlISx48fx9bWll9++YXNmzcDJcLRM2fOoNVqgZL4yMuXL3P8+HEuX76Mubk5p06domrVqjRr1ozExES0Wi1TpkyRnOe0Wi2Wlpao1WoUCgWOjo5MmDDhpdVV5tUiKCiIefPmsWHDhjKxZkIIaaCxVatWKJVKGjRowJUrVxg2bFg50ePvuQXoBpV1wuXk5GQpaignJ4c7d+7QoEGDv6HGry8KhaJcPJjuGJYWblYUIaYTggIEBAQwatQojh8/zldffSUtNzAwkGJFZH6b0uJaHRUJakNCQlCr1cTHx3Pr1i0iIyNZvHgxt27dwsPDg1GjRiGE4PvvvycuLg4zMzMiIiLw8/Ojc+fObN++HW9vb2rXrk2HDh1o2bLlK+FoJISgd+/ePHz4kPj4+NfOJbRVq1bs3r2brKwsfvnlFx4+fMitW7cYPXo09evXp1atWjRr1gx9fX0ePHiARqOhuLiYu3fv4uHhwdWrV+nSpQv6+vpUr14dIyMjFAoFp06dYsmSJVy4cIGqVaty6dIlqR2tVCpJSUnh3Llz1K5dm+LiYilK9rf6DnTorse/JgBJTk7G1taWa9euVSiIt7S0LCdCWbhwIQkJCRQUFEjP+QYGBtLnWlpa4uPjQ4cOHQAoKioiJiZG+qxnXSBLt93/DOHh4QwdOvSFTHDx8vJiwIABtGvXDgsLCzp37lyuzR4YGIi5uTkODg5SvJeOkJAQjh07xqNHj1i6dKm03MzMDEdHR+zt7alUqRKbNm36y2X9N7F161a8vLzw8/PD29ub7t27ExMTA/z33K5duzZWVlZERUWhp6eHRqOR+s5K8+xvITQ0lPXr15eJRS99PpdGpVIxe/Zs6Vy1tLTE2dmZd955ByjvCgvg4eEhxQ6WniBR0T239HmRmZn5+wdGRobyLpZJSUkkJSVRrVo1tmzZgpGREW5ubmg0GurUqcOOHTuk92o0Gnx9fRk5cmS5flcZGRkZGRkZGRmZP4sszJF5LfD09OS7776jW7duVK1aldmzZ+Pi4oIQgrlz5/L06VOps02r1SKE4MGDB6SkpJTp1MzJycHNzY169eqhr6/P3Llz6dixIx988AENGjSgUqVKBAYGcuzYMQA6d+5Mbm4uu3bt4siRIxgaGtK+fXtat25Ns2bNiIqKol69egQHB6PVatm2bRsJCQlUrVqVX375hZiYGA4fPoyJiQmTJ09m0qRJbNiwATc3N+C/nQ99+vQpU1+VSlVuxq6uY7pfv37069fvV49VUlISRUVFvynMiYuLw8nJCTMzs78kyindga4bvPjwww+l9Wq1mpycHGlm6685U5TuhNcNlM6YMaNc2WQrWZnXiT/i6qI7p0u7XOkGnjw8PPDw8Hjh5fLy8mLgwIG4urpStWrVMh2bXbt2xdvbmzlz5gAl8XHPdribmpqycuVKnjx5go+Pzwsvn4zMi8TExIQ9e/YwYMAA7t27R2xsLB06dOCnn36ievXq3L9/n5s3b3LixAn2799Pp06dCA8PL9f5evv2bXJzc0lJScHQ0BCtVsuFCxeYNGkST5484eLFixXOjJf5d1KjRg3CwsIk58M33ngDKBGF6YSYzw5+GRgYlBM9/p5bwLMxIe3atSMyMhJjY2Mp+kHm7+GLL75g9+7dFBYWSoOHgYGB1K1bV4pk/SuMHz+epUuXVijWCA8Pp6ioqIwI7PeE+q87z4p4Ll26xPXr11m6dCmLFi0iKCgIgG7duknb6CJXioqKOHbsGEOHDuXw4cNS2/Jlk5WVhYmJCd9///1vblfaMfWv8KL2o0NfX5+wsDCOHz8uCTiSkpJQq9VoNBrs7Ow4e/YsxcXFmJiYoNFoSEpK4vbt25w4cYLBgweTlZVFcXGxFPlqamrKF198QWpqKvb29jx5NFUyaQAAIABJREFU8gRLS0vOnTtHcXExWq2W1q1b8+DBA3788Uf09PR4+vQplStXZt++fb/ad/BH+c9//sP48eMZNmxYhe5j1tbW5UQovXv3plu3btja2lK9enWgxPEpKCiIgQMHMn36dAIDA7l//z5KpZJ169YxefJkBg8eTL169crF1JZuu+t4nu8uPDwcHx+fF/JdV65cme+++w4/Pz8pmgso12Z/Nlpb99tbvHhxuX3qfsfBwcHlnHt17SMLCwtpH38EtVpN48aNf1Vw93vrK+KvXlN1MZSLFi1iyJAh3Llz54Vdo52cnBg6dCi7d+8ut6503PnEiRNxdnZGoVDQqlUrVq1a9bv7rigWXaVSMX36dI4fPy7FqkNJnFWbNm0kp8nAwEBGjBhBWFiYJFrr1KnTX66vjMzzUNrF8uTJkyQmJnL48GEiIiJYs2YNU6dOZd++fRgaGjJz5kzi4uJo3rw5Go0GPz8/AgMDZVGOjIyMjIyMjIzMC0XxKlnC2tjYiFOnTr3sYsi8hmi1WkaMGMHly5epWrUq48aNY86cOdy9e5cOHTrwzTffUL16dVq2bElUVBSurq4oFAqOHj2Kqakpubm59OjRg8uXL9OwYUOGDRtGREQEX3zxBSqVioYNGzJ58mTWrVtHQUEB58+fR6FQ4O7uLg3kaTQazp8/j4mJCZUqVaJOnTqkpqbSuHFjlEol165do3bt2rz55pt06dJFyuX28/OTZn4eOnSI+/fvo6enh7u7O9988w0tWrRg/fr1PH36FH9/f27fvk2dOnWIiIhgy5YtREVFcf/+fQC+//57HBwcyM3NxcbGhk8//RRvb+8yUR2DBw8mMTGRZs2asWHDBik7OSIigpUrV6Knp0dYWBj37t2jf//+mJqakp2dja+vL+3btycgIICQkBCpE+3XYkL27dtHQkICS5cupaioiIKCAiIjI6lZsyZz584lLi4OpVIpzSoeNmwYtWrVwsPDg4SEBDIyMlAqlcTGxsoRVjIyL5iioiL09fUZPXo0Q4cOxc7O7mUXSUbmhbN8+XL+85//kJiYSEBAAIWFhWzevBmVSoWZmRmXLl2iWrVqnDx5kvnz53PixAkqV67Mxo0bUalUNGvWDD8/P4YMGcLRo0d5++23uXnzphQlOW7cON555x1UKhVdunQhIiICtVpdboBc5t/H8uXLyzgfhoeHo1AoqFWrFs7OzqhUKun5S61Wo1aradmyZRnR44QJE6SBvIyMDEJCQggPD5eWqVQqYmJi0NfXR6VSoVarOXHihCQWr1mzJjt37nzZh0Lmb6AiYU5Fy2RKuHTpEgEBATx+/Jjhw4dLIp6XjY+PD9HR0Xh4eHDnzh0ePHiAtbU1K1asIDw8nAMHDvDo0SPmz5/PqVOnJAHY559/TlpaGg8ePGD06NGkpKSwdu1aVq5cSVBQEBcvXsTQ0JCIiAiSk5NZtmwZQgiCgoJeiOuhWq0mJiaGrVu30rBhQ+7evUutWrVwcXFhxYoVaLVaPvzwQ/bu3UvVqlUxMTHhxo0bktDl9u3bvPXWW5iamvLDDz/QoUMHDh8+TFJSEkqlks6dO5Ofn4+xsTH16tUjISEBZ2dnLl68SMuWLdmzZw99+/aVxAC9e/fm66+//sv1Kn2NfZmUbrtrtVqpvfz222/z0UcfodFoCAgIYNiwYSxcuJCDBw+Sn5/PmjVr0Gg0uLi40LZtWwICAoiNjaV69eqcPHkSDw8PsrKy+PHHH/nggw/w9/fnypUrBAUFUVBQQM+ePZk5cyZ+fn6Ymppy+vRpevbsybBhw7C1tcXc3JwBAwYwZcqUl3p8KiIkJETqaymNTtD0a+t/i1+7pv5RkZTu3v17+5P596ETnZWexKYjICCACxcusHjxYi5cuCDF3Mv8cW7evMm8efN4+PAhzZs3p1atWnzwwQdcuHCBpUuX8tlnnxEYGEhmZia3b9+WHMrt7OxwdXV9LlGgjIyMjIyMjIzMvxeFQnFaCPHHctKFEK/Mvw4dOggZmRdJcXGx8Pf3F127dhU1a9YU33//vejUqZOwtbUVBw8eFEII0b17d6HRaET37t2Fvb299F4HBwdp/YQJE4Stra1YvXq1iI+PF8OHDxcGBgbCxsZGzJgxQ4wfP1506NBBNGrUSHTp0kXcvHlTZGdni5o1awpHR0fh7OwsOnXqJPz9/UV0dLSYM2eOiI6OFkII4evrK9LT08XGjRvF2LFjhRBCjBgxQixbtkwIIUTPnj1Fbm6uWLFihdi6dasQQoiwsDCxdevWMu8JCAgQSUlJYuPGjWLdunVCCCEKCgqERqMRQgjh7e0tLl26JOLj48WMGTOEEEKkp6cLb29vUVRUJDp27CgKCwtFenq66NWrl4iPjxfGxsbi9u3bYurUqcLKykra75w5c0R8fLyIj48Xnp6eQggh5s+fX6b8p0+fFvHx8aJHjx5CCCG2bdsmFi5cKFJSUkRgYKAQQojz58+LwMBAkZ6eLlq1aiWKiopEYWGhcHJyEkIIodVqX+DZICMjo8PFxUXY29uLoUOHvuyiyMj8z/jss8+ke/nw4cOl87179+7C3d1dNGjQQPTt21c0bNhQfPbZZ+Lrr78WLVu2FC4uLqJp06YiMDBQHDlyRFhYWIji4mLRrFkzYWNjIxwdHUVcXJw4cOCAePvtt8XAgQOFo6OjdC/X3StlZGRkfovJkyeL1NRUERUVJaytrYUQQgwdOlQcO3ZMapd89dVXQoj/tleuXLkibG1thaenp3BycpKuO++//75wd3cX7u7uQqvVCjs7O9GiRQsxePDgl1lFmedA1y4LDQ0VmzdvFkKU3LuOHTsmNm7cKLWf7ty5I/r06SO0Wq3Izc0Vffv2Fffv3xceHh5CiJJ2WlxcnNi7d69YsGCBEEKI/fv3iwULFoj4+Hjh6ur6Uuv3uqD7zb1sdG330u1lIUqe5e/fvy+0Wq1wdnYWBQUF4vHjx0IIIS5fviz99kvXw9fXV+zatUsIIUSLFi3ETz/9JPLz86U+kHfffVdcv35dCCHE+++/L3755Zcy77G1tZX2c/ny5b/pCJRFq9WKUaNGCUdHR+Hh4SE2b94sJk+eLIqLi4Wrq6tIT08XVatWFcbGxqJJkyZixIgRwtLSUri7uws7OzuxaNEiUblyZWFkZCS8vb3FkydPRPXq1YWZmZkwNTUVO3bsEG3atBE1atQQKpVKuLu7iy+//FKYmJgIQ0ND4ebmJuLj40WfPn1E7969xd69e0XXrl2FnZ2dOHDggBBCiLFjx4pu3bqJLl26iGvXrgkh/tu3pDt2pa/Ro0aNEqmpqUKIkmfXyMjIl3JsZYTYsGGD9HrMmDF/y2du3LhRbNy4scJ1Xbp0+VvK8E+hdF+njidPngghhMjMzBRubm5i2LBhQgghvv76a7Fw4UIRGRkp5syZI4QQYvr06WLjxo3inXfeEZ6enmLWrFlixYoVf2sdZGRkZGRkZGRkXk+AU+IPamHkKCuZfzRKpZINGzaUWfZsNIwuNgYgISFBel16RlNoaKg0W06tVmNmZkbHjh1JTEwkIyODjz/+mB9//JFPPvmEK1euEBMTw5AhQ2jZsiVxcXFAyay71atXU6lSJRITE6V9i1KuVa1btwbgjTfeKPP63r17pKWlcfr0adauXUt+fr4UKaPbrkGDBuTl5ZWpm87FJi8vj4yMDG7evFnhcbpz5w7m5uYYGBhgYWEhOfBUr16dunXr0rJlS/bu3fu7Za5Tp06ZMuvp6dGuXTugxOo7OjqatLQ01Gq15Lijs/dv27Ytenp66Onp4evri4+PD+bm5nzyySeyY46MzAsmKirqZRdBRuZ/jrW1NTk5OUDJTOWioiKg5H5sbGzML7/8AkCHDh2wtrbGzs6Obdu2odFoEEJQv359GjZsiIODA0qlktDQUBYtWgSUPF+4ublJ0ZQ6Kprt+roghKB3796kpqYyY8YMRo4c+bKLJCPzj8be3p7ExESysrKoX78+Dx8+5Pbt28yePZu9e/diYmJCz5498fb2lt6zZMkSPv/8czp27Ii1tbW0vG7dunzzzTeMGDGClJQUAgMDZTeG15Sff/5Zaq/a2Nhw5coVoOReBXD16lWSk5NxdHSU3lOtWjUqVapETk4OR44cYdasWSxdupRt27YRFRVFUVGR5I74T403e9GU7iN4VdC1lwGSk5Px9PQESuK679y5w759+9iyZQtKpbJc1KEOXdu9fv36tG7dGgMDA2nbixcvMmTIEADy8vKkuFvdewwNDf93lfuD7Nu3j8aNG7N69WoOHDggxaEFBgbSp08fUlNTsbW1JTg4GI1Gw4YNG9Bqtbzxxht0796dxMREPvroI9q2bcvmzZtZv349Wq2W9PR0Zs6cydSpU5k1axY7duzAxcWFM2fOsGXLFj7//HMePHhAfHw8AIWFhezfvx8nJyfi4uLQarW4u7vj5ubGwoULMTIyIiYmhrVr15aL9gLKXKN/+OEHtm3bxrx58zhw4AB79uz51fpnZGRIjnsyLz6S76uvvsLf3x8oiaj8X1FYWMjAgQO5c+cORUVF5OXlcf36dZYtW4a1tTXh4eGsX7+elJQUevfuzeTJk4mJiWHevHm0bduWtm3b8sMPPzBhwgQ+/PBD1q9fX8ZFTb7O/5e1a9eWcbE8fPgwXbt2xcTEhK1bt5ZxojM1NeXNN9+U3jt37lyCgoLYtm0b77///kushYyMjIyMjIyMzD8JWZgjI/P/PG/nW+nOLiEExcXFUma9tbU1Q4YMKdchpus0MDU1JSsrCyEE586dq3Cfz+7f0tISZ2dn3nnnHQA0Gg1btmwpt52BgQEFBQUAbN26FS8vL/z8/PD29pbWFxcXlylXnTp1yMjIQKPRkJmZiampabkyaDQasrKyAEhNTZU6g3+rzFDSaaj7++abb2JpaYmLi4vU0aH7TN2xKS4uZtCgQQwdOpTAwEBOnjwpZ5HLyMjIyDw3KpVKEoGWFsyEhIQAVBi/UFhYyOPHjzEwMMDV1RULCwtp8KNfv37069fvf13sl0ZWVhYmJibMnTtXEjG9CF70oInMf9GJqR4+fEh8fLw0YCvzeuDg4MCUKVPQarV4e3uzZ88e6tWrR1RUVLkBdx3p6em0adMGPT09abAc+E2hvszrRdOmTTl9+jRvv/02p06dkqJMdNfRJk2a0LFjRyIjI4GSthSAl5cXoaGhNG/eHD09PSwtLRk6dCiTJk2StktMTHxp1+PS99NXlYyMDK5evYqTkxO3bt1iw4YNzJgx46WWqXTbvfR3165dOyIjIzE2Nkaj0WBgYEBYWBhnzpzh559/ZsSIEWXer5tk9GttdwBLS0uWL19O/fr1KS4uRqFQsHr16nLbVdSf8HeRlpZWTnA2cuRI3N3dWbVqFZ9//jlnz55l0qRJmJiYYGJigpeXF2vWrGH//v2EhYWRkpKCqakpNWrUIC0tDa1Wi5ubG/fv36dWrVoolUpat27NvXv3qFKlihQlpBNtQ4nALScnh7S0NCkSKzs7GyEEoaGhxMbGotFoaNmy5e/WycHBgZCQEDIyMqhfvz5VqlT5nx7DF0FpAcuLRK1Wl4tCX7ly5XPFoPv7+2NkZMTZs2dRqVTMnTuXO3fuMHz4cB4+fEjLli0JCwvj1q1bDBs2jKdPn2JnZ0eTJk1ITU1FpVLxxRdfMHr0aGJjY+nduzfR0dEAODs7c/DgQaKioggNDaWoqIjZs2eXE+r/Hrt378bW1pYZM2YQGBhIbGwsmZmZWFtb88UXX7Bw4ULWrl2LWq1m3759Zfoqb926xfHjxzl9+jSRkZHk5OSwd+9eDh8+zL179/D392f37t0v7Dt5lbl58ybe3t5oNBratGnDu+++S3JyMu7u7tL507t3b3bs2IGpqSk///wzq1atYvHixezdu5f+/fsTHh7OTz/9RNu2balevTrZ2dlUrVoVIyMjunXrhkqlkkU5MjIyMjIyMjIyLxRZmCMj8zv8UcHOiRMnmD59OhqNRuqcsbW1xcvLS+oQ1dG/f3/69evH3r17qVGjxh/af2BgICNGjCAsLAwhBAsXLqxwu86dO+Pn58fZs2fx9/dn6NChZRrmrVu3Jjg4mPfee4/FixcDoKenx5gxY+jatStKpZJVq1ZJrjk6FAoFBw8e5OTJk1LH3h/BwMAANzc38vPz2blzJ7Vq1cLMzAyVSoVCoWDQoEG4uLhI2z98+BBPT0+Ki4upVq0aVlZWf/izZGRkZGRk/gq6wafOnTtL7gL/FqZOnUp8fDyRkZGsWbMGjUaDm5sbGo2GOnXqsGPHDhYtWkT79u1xd3dn7969XLx4kcDAQLy9vXnw4AHW1tasWLGC8PBwDhw4IM1CLe3sIfPi0Impvv/++7+8L1lA9fdTt25dsrKyJGcuLy8vRo8eTXZ2drkBdx26gUMbG5tfFfc/K9SXeb0IDAxk8ODBrFu3jjZt2tC5c2cuXLggra9Tpw69evWiW7du6Onp4eTkxKxZs+jbty+jR4+W3DY8PT0ZO3YsTk5OAIwfP55q1aq9lDq9LmRkZBAXF4eTkxNmZmYvXZQD/227X716tcy14OOPP8bT0xOtVkvNmjXZuXMntra2dOvWjW7duknb9erVCy8vrz/knjV//nz8/f0pKCjAwMCAnTt3Vridq6srQUFBDBw4kFGjRv31Sj4HzwrOCgoK6Nu3L3PmzGHRokVYW1vTvn17xo8fj6urK+vWrePzzz9nzpw57N27l44dO9KuXTtsbGxwcnIiLCyMhg0bolarycjIYPr06UDJNVUIQfXq1bG0tCQwMJBHjx7h7+8vCdxq166NlZUVUVFR6OnpodFouHv3Lmq1miNHjhAdHc2WLVsqrEfpa7RCocDW1pYpU6YwfPjwMts9K1RZsmQJN2/eZMCAAaSnp7Nnzx4aNmzI3Llzy4lX/P39qVmzZpntxo4dS1JSEtWqVePrr7/m/v37+Pv7U7t2bS5fvsysWbNYs2YNT548ISoqCmNj4wr3PXHiRPbv3/+r+96yZYskEnm2DL9Hfn4+0dHRbN++nVWrVpGZmYlarSYtLY2FCxcSHBxMdnY2MTExaLVatmzZQkJCAkII6V7o4OBAWFgYvXv3JjMzk2XLlhEcHIydnR39+/cnKiqK/fv3M2HCBFxcXKRnoM2bN5fp/xs5ciSGhoZcv34drVZLo0aN0NPTY8mSJeWckp6Hq1ev0q5dO9RqNTdu3ECr1aJWq7l9+zZjxozh+vXrkluaSqUiJCSEU6dO0blzZ/Lz8zl//jw//vgjJ06c4OrVq8THx1OjRg309PRo2bIlGRkZf+rYv27Url2b6Oho9PX18fHx4fLly2XOny+//JLatWsTGBiIn58fQghu3bpFXFwciYmJ/PDDDyxcuJDVq1dz48YNjh49irGxMX5+fuXOoQYNGrzs6srIyMjIyMjIyPxDUJSOpHnZ2NjYiFOnTr3sYsi8RNRqtWTR+jzk5eURFxdH//79gZLIitJRVBWxe/duunXrRs2aNf90eWVkZGRkZGRk/gno4hF69OhBUVERw4cPJz8/H0NDQ2bOnEn37t0xNzcnNDSU9evX4+fnx5w5c4iMjMTMzIwhQ4YQEBDAiBEjSEtLY9q0ady6det3P7f0rOvw8HCGDh2KUqlk0aJFDBkyRO4I/w18fHyIjo6md+/ePHnyhNu3b1OnTh0iIiLo168fW7ZswdTUlIkTJzJo0CBq1KhBUFAQBQUF9OzZk5kzZ+Ln50fVqlW5dOkShw4detlV+tfh6+uLtbU1EyZMoEGDBhw8eJCnT58SHBxcZsBdpVIRExPDtWvX8Pb2pm7duty/f5+tW7cSHR0tRaKEhISgUqlo1KgRfn5+0ux7GZnXEa1WS2BgIJcvX8bIyIhJkyYxc+ZMAObNm0ePHj1QqVTY2dkRExPDqFGjGD58eIXLjh8/zkcffYRGoyEgIIBhw4aRmJjI1KlTqVSpEqNGjWLPnj0kJibSrFkzNmzYIEUGRUREsHLlSvT09AgLC6Nt27bY2dnRoUMHfvjhBxYtWvTcA/Myfw4hBGPHjpWEiSqVinr16jFy5EgGDBhASEgIISEhxMTEUKNGDaytralatSpff/01AwYMwNramsjISDIyMmjfvj3ff/895ubmWFlZ8eTJE0xNTXn//fc5d+4clStXRl9fn6dPnxIfH8+lS5d46623WLRokdRntX//fkJDQ1EoFNStW5cePXqwZ88enjx5Qps2bcjLyyM8PFzqn/Lz88PPz48VK1Zw584d6Rp97tw5VCoVWVlZZSZBqdVq5s+fLwkN0tPT2b59O6dPn+abb74hJycHJycnVq5cydq1azl37hzvvPMOpqampKWlYWVlRVBQEDk5OWzatIl27drx888/Y2xsLLmNzJ8/Hzs7O7p27cr27dsxMTHhl19+YcyYMbi6uqJSqejVqxfHjx/HysqK9u3bM2vWLLp06YK7uzuGhobY29uzZs0aNmzYQEREBJmZmbz33nv069evTFnHjRv3m9+vWq2WjunFixdxd3dHX1+fN954AyiJYFu4cCHTp09n69atAGzevJlDhw5x//59vv32WwICApg6dSqtWrUiODiYXr16sWDBAh4/foxCoeDs2bOEhITw/fff06dPH4KCgqTPL92P2KVLF5o1a0anTp3Iz89Hq9XSokULOnXqhJWVleSGlJ2dzblz5341Pq4itm/fztWrV7Gzs2PixInk5eXRq1cvUlNTiYmJwd/fn9mzZ+Pn54e+vj4hISH4+/tz7tw5evbsyZEjR1i6dCm7du0iJCSEkSNHkp6eTkREBNevX2fw4MHPfexfR7Kyshg9ejR5eXlkZGQwbNgwHj9+LJ0/n376KcuWLSMkJITbt2/j4+NDjRo12LlzJ59++in5+fn06dOH6Oho7O3tOXr0KFDitPrsOdSlS5eXXFsZGRkZGRkZGZlXGYVCcVoIYfNHtpUdc2T+EeTl5bFr1y5JmPN7aLVadu/eTevWrWVhjoyMjIyMzGvK+PHjWbp06V+O8FGpVM8daflP5/z58/Tq1Qtzc3NSUlJo3rw5PXv25Oeff+bp06dkZmbSpEkTfv75Zzw8PACwsbGRZvhWrVr1D33Os8IcHx8flEol06ZN+99U7B+ETshubW1N7dq1GTRoEKtXryYyMpI+ffqwd+9ehgwZwk8//cSyZct477332LBhA40aNWLQoEHcuHEDKJlZvnLlypdZlX8tmzZtkl5nZmZKr2NjY8tsp7s+mZubc+zYMYqLi3FwcKBevXoVRvUBHDly5H9S5leF34tyCw8PlwRLMq8ne/bsoW7duqxfvx6tVku3bt0kAaGbm5vkUvvuu+8SEhJCz549JceRZ5fNnj2bvXv3YmJiQs+ePfH29mbatGns2bOH2rVro9VqqVevHk2bNmXevHlkZGQAJTHLK1asIDExkczMTMaMGcO+ffvIzc1l9uzZaDQaxowZIwtz/iYUCsWvig118W66vxWt12q1ZGRkYGpqSuXKlUlMTKRp06Y8fvy4jNjLwcGBgwcPMnLkSBISEigoKGD79u2SUMXBwQEbGxtGjhxJw4YNSU1NZdq0abi6utKkSRNmzpzJsWPHpPu0vr4+wcHBnDt3juPHj1OtWjV27dpVpl7vvfdehc7E7dq1A0ru9evWraNVq1YolUoaNGjAlStXSEtLIyoqCktLSwwMDFAqlWzfvp3p06dz/fp1Dh06RFxcHPr6+qSkpGBsbIyPjw9xcXFAievI/v372bNnD48fP+bMmTOsWrWKDRs20LhxY+7fv09GRgZGRkakpqayZMkSPvvsMxISElCr1SQkJPDzzz/Tvn17oORZMCEhAaBcWX8NnTNQdnY2ly9f5v3332fIkCFUqVKF+vXrs2DBAj766COuXbvGf/7zH5RKJb6+vqSnp6NUKomLi8PMzAx7e3uuX7/OkydP2LFjBxEREWRnZ5OcnEzv3r2ZMWMGtra2bN68mcqVK7NixQoOHjwoRVwpFArS09MZNGgQly9fpkqVKkybNo1x48ahUCgYM2YMBgYG5ZySnkeUAyXRgwMGDGDXrl0UFBSgr6+PmZkZX3/9Nc7OzlJEIfw3Ir5bt26MHj2aK1eukJ2dLa2/e/cuDg4OdOvWTRIQDR48+A8f+9+j9OTJPzIB8u9k69ateHl54efnh7e3N927d5ecxZOTk3nzzTcxMDBg2bJlFBYW4uDgwHfffUdycjIAp06d4s033wQo5xqZnJxMq1atOHv2LB988MHfWzEZGRkZGRkZGZl/NLIwR+aVIzk5GVtbW9LT07GxseH8+fMYGRlx69Yt2rVrR1RUFO3bt+eXX36ROlM+/PBDYmNj2bdvHzVq1KBatWpYWFiQk5MjNZpXr17N3LlzMTExwdvbm927d5OQkEBQUBCurq6sXbuWlStXEhQUxMWLFzE0NCQiIoLk5GQ+++wztFotd+/eJSoq6g8PNr1onjfrXu6QlpH55yPHj8j8m1m+fPmfep/8u6mYO3fu8Mknn2BgYEDHjh3Jycmhbdu2GBkZSYMA2dnZtGjRgipVqvDgwQOaNm1KcHAweXl55ObmYmFhwcCBAxFCMGbMmDJuAvv27SM0NJSioiJmz55NYWEhqampqFQq3N3dSUpKwtnZmYCAAGJjY5k5cybNmjV7yUfl1SctLY3Tp0+zdu1a8vPzGTRoEIMHD2bUqFG0atWKDh06AHDx4kWGDBkClIjadUIQ3XqZV5+rV68SEBDA48ePGT58+HPFy/6T0Gq13Lp164VFucm8mly6dAl7e3ugZNBUoVBIcVylhVitW7eWBAm/tiw5ORlPT08AcnJyuHPnDlAiStDtvyLu3LmDubk5BgYGWFhYSHHPderUoW7dukDJ9VTm9eCPir0GDBjA7NmzeeONNzh//jzFxcWMGjWKypUrc/bsWQAqVarEhAkRt4BIAAAgAElEQVQTaNeuHbVr1+bjjz/myJEjqNVqHj9+TOvWrenbty+JiYkA5ObmUqlSJVasWEHPnj0pLCykf//+ZGZmcv36dX788ccKy6wTESQnJ+Ps7FwmxlAIgaWlJX369OGLL75g8eLFWFpaAv89p3/66Sf8/f3ZuXMnd+/exdjYmIKCAkmQoJuodvPmTbKzs3F0dOTWrVvSvuvUqcPhw4fJyMhgzpw5QPn4xKZNm0rHsbTY4dntfov8/HwWL17MhAkTcHR05NGjR3Tv3p3GjRvj4OCAoaEhw4cPZ8+ePVy6dAkjIyNq1KjBo0ePaNeuHTk5OZibm9O8eXOOHz+OqakpRUVFPH36lKSkJBo0aMCZM2coLi7G0NAQf39/hg0bxo0bN+jTpw8mJiYYGhri7OzMvHnzWLVqFVlZWVSpUoUaNWpgYGBA5cqVgZIoL2dnZxQKBa1atWLVqlW/WbdnqVy5Mt99950kelGr1cyYMYPo6GhiYmKYPHkyWVlZxMbG0qRJE1QqFZ06dcLQ0JCtW7cSHh5OvXr18Pf3p2nTplSqVInDhw8TEREhia6f59i/rjg5OTF06FB2794tLTMwMMDNzY38/Hx27tzJ3r17WblyJU+ePMHHxwczMzMcHR2xt7enUqVKZQTSpUlISCAsLIzu3bv/I2PAZGRkZGRkZGRkXh7/zp48mVea/Px8QkNDmTx5Mvb29uTm5mJnZ8eoUaPo378/U6dOpUqVKuTl5TFu3DhGjRrF+vXrmTlzJo0aNaJ169ZMnDiRtLQ00tLSCAkJ4csvvyQuLo4qVarw9ddfs2vXLnr16kVmZiZTpkwhJCSEAQMGsG/fPho3bszq1as5cOAAa9aswc7ODoDvvvuO+fPnExsbS9++fV/KsXlVsu5lZGT+XnSzCIuKiigoKGDJkiVMmjSJWrVq4eHhwdtvv13Ont/X15eMjAyUSiWxsbFcvXq1wggTU1NTTp8+Tc+ePZkzZw4XLlxg1KhRAPTr149x48Yxd+5c4uLiUCqVfPXVV1hYWLzcAyLzr2PKlCn4+vpy8+ZNPvroI86cOYOvry8nT54kJSWFsWPHcv78ee7evUvHjh355JNP8Pb2RqPR0KZNG8LCwlCr1SxbtgwhBEFBQfzyyy989dVXqFSql129V4bLly+Tn5+PgYEBjRo14unTp2g0Gp48ecL+/fvp06cPVapU4fz583h4eLB9+3Zu3LjBwYMHMTIywsrKijp16gDw6NGjMm4CLi4uLFmyhLi4OLRaLe7u7sTGxmJlZSW5gRw4cICYmBj09fXLOYbI/DqWlpY4OzvzzjvvAKDRaDAwMODp06eEh4czePBgabvly5dTv359iouLUSgUrF69WhapvUa0aNGCw4cPv+xi/CGefXaJjIwkJCSEpKQkqlWrxpYtW4iIiMDc3JwWLVrQuXNncnNzmTNnDr1796ZmzZq/Gb1Wt25d4uPjCQgIoGHDhnTp0oUePXrg5+dXxjlI5vXF0tKSY8eO0bt3b7RaLVqtlgcPHgAlTjY6KnKreHZZu3btiIyMxNjYWLpGKhQKcnNzqVWrFlqtFgMDgzL7hRIBTkZGBhqNhszMTExNTcvt/5866P1P5HnFXm+99Rb16tUD4N69e9L66OhoPv30UzIyMjhy5AiBgYHExMQAJedGdnY2GzdupFOnTmzatImCggKuXbtGYmKiFIF0/fp1ateuzb59+xBC/KrrSmmhwdKlS8sIcwDatm3L06dPMTc3Jzs7m1q1amFiYkKTJk24efMmt2/fZt26dTRo0IDCwkLOnDlDcnIy6enphIaGcvXqVQBu3LiBRqOhsLCQXr160aJFC0aNGsWjR4+oWrUqjRo1okaNGhw6dIh79+7h6OhI37590Wg0fPbZZxw5coQ6depgY2PDN99889yCNZ0zUL169aRop4iICLp160atWrVo0aIFGzdupFGjRrz55pt4eHhw/vx5EhMTuXjxItWqVcPIyIiLFy/y5MkTIiIi2LVrFzk5ORQUFGBjY4OhoSEGBgYsWLAABwcHJkyYgJWVFVlZWVy+fJng4GDWrVuHl5cXgwcPZtCgQQBs27atTFk9PDwkt8j/BUOHDmXYsGFYW1tjZmYGwKhRo0hPT6egoICNGzdy4sQJAGxtbdm0aRNdu3bFxMSErVu3/iWxoC7iTNeGevfdd8ttExMTUyZW0NbWlhEjRrB9+3YcHByYMmUKbdq0YcmSJfj4+DBhwgTJqUnnkvkiaNeuHampqWWWPduue++993jvvffKLAsODiY4OLjMstJOQOHh4S+sjDIyMjIyMjIyMjLPIgtzZF45dA1yGxsbNm7cyJMnT7h//z7Jycno6emRlZXFzZs3UalU3L17V3qfrmPD29ubVatWMWvWLE6ePMmVK1ewsLCgTZs2PHz4kK5duxIaGkqDBg0wMDAgJyeHI0eOMGvWLJYuXcq2bduIioqiqKhIEuW0bt0agAYNGvylRq5arWb58uUIIcjNzWX06NF89dVXVKlShQEDBlBcXExAQAAhISGoVCppFpauEevk5CRl3e/evZtFixZhaGhISEgIpqamjBs3joKCAjw9PZk+ffpf+BZkZGReNfLz84mOjmb79u0cOnSI7OxsYmJi0NPTw9XVtYw9/+DBg7lx4wYJCQlSR++MGTMqjDBRqVR8/vnndOrUiTlz5hAcHMyaNWt466230Gq1pKamkpmZiVqtJi0tjYULF7J27dqXfDRk/m3Y29uTmJhIVlYW9evX5+HDh9y+fVuarR4WFkZRURF9+/ZlypQp1K5dm+joaPT19fHx8eHy5csAFBYWcvDgQYqKinBwcCAxMZETJ05w7Nixl1m9VwILCwv69OlDRkYG1apVw9bWloYNG7J//37s7e3R09Nj2rRpWFpaYmxsTGZmJmfOnOHmzZuMHz+eYcOGSYPhfn5+rFu3roybQE5ODmlpadJs9OzsbHkw8wURGBjIiBEjCAsLQwjBwoUL6dSpE71792bx4sWsWLECgPnz5+Pv709BQQEGBgbs3LnzT31eRkYGV69excnJ6UVWQ+YfSOlnl1WrVvH48WNpVv+aNWtwcXFhx44d5OTk0LFjR86fP09SUhKzZs3Cx8fnN6PXdFFD69evl4U4/1A8PT357rvv6NatG1WrVmX27Nm4uLgghGDu3LnPta+PP/4YT09PtFotNWvWZOfOnSxcuJA+ffpQuXJlRo0ahZubG8HBwbz33nssXrwYKBFrjBkzhq5du6JUKp/bGUPm1eJ5xV4VCbCMjY1RKBS88cYbGBkZAZR5rdVqadKkCYWFhejp6ZGXl0dBQQFWVlYAmJiYANCsWTOsrKzw9vamQ4cOTJw4scIyW1tbS5FYABEREUBJG04nQtA5gaxbtw5nZ2eSkpJIS0tj+vTpTJw4keHDhxMdHY2tra0kwKlevTo1a9akefPmaLVaEhMTWbFiBeHh4Xz11VdMnDiR3NxcWrZsybfffou/v7/0Gf369aO4uBgXFxdiY2Np3bo133zzDatXr6Z69erSv4rKCiX9Yo0bN6Zp06bSsuTkZDw8PLhx4wbdunWjuLhYEk+1b9+eyMhI3NzciIuLo0ePHkyaNAkjIyPeeOMNTp48iZGREREREcyaNYtjx46xdOlSLl68SI0aNTh58iSPHz+mcePGnDp1SnLKqlKlCsuWLZOcA4uKioiJiZFcvJ8VfbxoKjouAO3bt5ecknQ86+zSqlUr6fWz16XfOva/x6+1oUoTEhJSxmnq6NGj3L9/n4KCAmrVqsXRo0d59OgR9vb27N+/n8WLF6NSqeTnfhkZGRkZGRkZGRlkYY7MK4iuQZ6dnY2vry9Hjhzh/fffJyAggFmzZmFiYkJ6ejpqtZp58+ZhYWHBtWvXuHLlipST/eTJEx4/fsyOHTsYPHgwpqamJCcno1QqJWvd4uJinJ2dCQ0NpXnz5ujp6WFpacnQoUOZNGkSUDLjODEx8YXOiBNCsGfPHhYsWMCJEyeIjY0lMDCQe/fuSbO1dDzbiL127RpQ0tkzf/58Dh8+jKGhIVqtloKCAtRqNQqFAkdHRyZMmPCXyikjI/NqoRMtWltbs27dOtq2bSvN7HzWnj8nJwdfX198fHwwNzfnk08++dUIE53w0NDQUHr/W2+9BZTMJE1LS0OtVksdevXr1/97KiwjUwrd7EutVou3tzd79uyhXr160n0RYNKkSQwfPpy33nqLrKwsRo8eTV5eHhkZGdy8eRMo6egGJLt7fX19OcanFGPHjmXp0qXcvn2b0NBQ8vLyKC4u5vHjx1hZWXHixAnatm3L4cOHWbduHYcOHSI1NZUjR45w4sQJNBoNzZs3B8oPZtWuXVuKF9XT00Oj0aBQKMpsp3Mr+LfG8zwvFhYW0sCL7m9pgoKCCAoKkv7frFkzDhw4UGabPzMrOCMjg7i4OFmYI/O7lH52mTFjhtQ+sbGxISEhgcmTJzNr1izu37/PxIkTOXLkiORc8jzRa7J7yT8TpVLJhg0byixzdXUt83/dQHbp1xUts7W1LefE5uDgwNGjR8ssK+1Ipbuu+vr64uvrW2a70u4KpT/v34IugmfevHl06dKlzPF4EejuTX5+fi90vy9S7PVrzJ49mwEDBtCzZ0/GjRtHfHx8mQisR48eAVBQUMCECRNQKpW4uLjg7e0tufP8WZo1a8amTZvIyMjg448/ZsSIEWzatIlPPvmE4cOHM3PmTNRqNV26dAHgnXfe4ezZs5J4OiIiAn19ferXr8/MmTM5ePCgFMVVWFhIaGgoH3zwATt27JA+c+XKleXiNH8PXRlKC3MMDAxYtGgRAPr6+hQXF7Nr1y4KCgqYO3cuHh4epKSk8P7771NcXIyrqytarZb8/HysrKxo3rw5AQEBaDQa8vLy2LdvH/PmzSM4OJjMzEzu3LlD48aN0dfXx8/PD19fXxo3bsy8efO4f/8+SqWSdevWMXnyZAYPHky9evX+8vfxOqKbQKhrQ+me60tTkdNU06ZN+c9//oOHhwfHjh3j6NGjTJkyBScnJ+bNm8eGDRv48MMPsbW1/Z+WX61Wo1arZcGujIyMjIyMjIzMK4vsWy7zymFgYMDUqVM5ffo0Y8aMwdTUlE8//RRHR0eSkpJo164dT548oXr16qxYsYKHDx+yadMmHj58SP369enfvz+GhoZcuXIFX19fcnJyqFq1Ko6OjqSkpDBz5kyCg4NxdXXlwIEDLF++XLL+9/T0JCMjAycnJ5ycnMoNXrwIdIPgb7zxRpnXtWrVkrbRdSgHBQWxY8cOhgwZwsmTJ6X1uqx73UC6UqkkPT0dDw8PunfvTlpaGtnZ2S+87DIyMi8P3ay55ORknJ2dy0SPtGvXju+//x61Ws2ZM2cwMzNj0KBBREREcOfOHU6ePImlpSXffPMNarWa06dP07FjR6C81X+dOnW4dOkSUCICtLS0xMXFRerk2rx5899UYxmZ/1K3bl2ysrIwMDDAwcGBJUuWSFEEAFu2bMHY2Jj+/fsDsHXrVry8vFCr1Tg4OEj3Vd3vpnbt2ly7do3i4mLOnDnz91foFWXXrl2cPXuWS5cukZubS5UqVfDy8uLq1atMnTqVRo0akZqaipubG8ePH5fi9EaPHk1xcTGtWrXCwMCgwn0rlUomTpyIs7Mzjo6OjB8/HigZLPXy8uLIkSP06tULLy+vP+3kIvP38OWXX/L111/j7OzM3LlzUalUODk5kZGRwZkzZ6ToLB8fH06dOkVSUhLdu3enc+fOLFiwAIBvv/0WW1tbnJyc2L9//8usjsz/kNLPLkOGDOH06dMA0kQJPT09lEoleXl5qFQqNm7cKLlK/NpzS0XRa6ampmRlZSGEKBfzIlMyUKmLHfmr6IR5MjKvIzqx1+HDh9m/fz+urq4cO3aM48ePS6IvtVotCYRLC450r4cMGSKtnzZtmrR++fLlQIl4rG3bthw/fpzu3bsD8OOPP2JjY0PXrl0lUeu1a9fo3r07dnZ21KlTR3IZLI1KpSrjlvN7/FGRYn5+PoDkCKMTT8fGxqJWq0lOTi4nnhZCMGfOHA4dOoSbmxsjRozg3LlzWFpa8vbbb/PBBx+wZ88eoqOjcXR0lITBISEhBAQE0KNHDwICAigsLCQ8PJxJkyYxadIkvv32W0aNGsXZs2cZO3YsKSkpQIkj9tixYxk9ejTBwcHk5+ezY8cOdu7cib6+PvHx8SQmJtKmTRuMjIwYOHAgSqWSDz74gB9++IEPP/xQ2sfq1au5d+8eeXl5WFpakp6ezrp162jTpg1CCJo0aUJRURHDhw9HT0+P7du38+jRI2rVqkW/fv3YtWsXLi4udOnShcePHwOUe/65cuUK9vb2ODo6Ss86ryPPtqF053BpdE5TDx48kJym7O3tWbJkCQ4ODlSuXJkLFy7QpEkTatSoQVhYGIsXL2bOnDl/d3V+Fa1W+7KLICMjIyMjIyMj8y9Fno4q80pRkc1qRYMzz1rK6iKhfo/SOcLm5uYMGDCgzHqFQsEXX3xRYbngxczYKt25Ufq1sbExaWlpQEn9HB0dpUbszZs3GT58OKtXrwZKBs6vX79Ofn4+VapUQavVsnr1aj766CNUKhVduvwfe2ceUFP6+P9XK6KFUikqy8jSSiKSq6iERjNhrBVN9m0YWw3ZZZ8ZY8/EZB1LWUNyLVGDSZaPsSVGiCSK1L3dfn/0u+fbrcxkxjJjzuuf6tyzPM+9t3Oe5f28367ialERkY8MLS0tvL29efXqFYsXL1aZeCprzx8ZGYmvry9FRUXo6elha2tb6QiTuXPn8uWXX6Kmpoafnx9jxozB1NQUiUSCmpoaffr0ISQk5H1VW0REoE6dOtja2mJlZcXjx49p27YtW7ZsAWD69OmYmZkhkUjw9vbGy8uLgQMHEhMTU+G5NDU1CQoKom3bthUOOP9XUYpqtLS08PHxYfv27ezduxdXV1caNmzIggULGDJkiLA6ecyYMcyZM4fDhw8Lk1TK1c8VuQn4+Pjg4+Ojcs3FixcLv7dv314Q7ChF0yL/PEJCQmjQoAG9e/dm+fLl5aIO69evz5AhQzAzM8PJyYn8/HwCAwMpKipi06ZNjBs3jp07d7J9+3asrKzENutHTOm2y86dO5k2bRrt27dHV1eXzZs3AyXi4pycHKpUqYKmpqYgunyT6LXPPvsMPz8/9uzZQ82aNd9L3f6riI5Z/03u379Pv379kMlk2NnZ0bhxY+HZrhRSxMfHCwKw2bNn4+zszJdffsm2bdsE50M7OzsWLVrEDz/8wPDhw7l27RrVqlUjOjqa6tWr07NnTwoKCqhZs2Y5d6R/AqXHq0qPDSndOZRxnco2kJWVleD+U5HA5uTJk++srH9E165dcXV1pXXr1oCqeFpNTY1mzZqVi0d68uQJlpaWfP3110RERKBQKNi3bx87d+5k4sSJ7N27l6KiIoYOHcrp06eF+7GWlhapqano6Oiwa9cuFixYgK+vL4mJiZw7d474+HjCw8OZO3cucXFxzJ07l86dOzN9+nScnZ1ZtWoV/v7+fP3110JZKnLFGjt2rNCGBFQW2UmlUqytrQkODsbPz4/79++zZcsWsrKyGDVqVLm2zJQpU3j69Cnx8fFs3bqVDRs2cPjwYebOncuhQ4f45JNPykU9t2rVipCQEAIDAyvdrlm3bh2rVq1ixowZzJs3r9LOU6UjRR8+fEhkZCShoaGVOvbPcHd3/8M+FFCh01S7du0YNWoUNjY2ODk5kZWVBcDq1avZtWsXeXl5TJo06Q+vLZVKWbx4MXK5nIKCAnbs2EF4eDgXLlxAT0+PTZs28fTpUwYNGkStWrW4ffs2sbGx1K1bl0GDBnH37l0sLS2pV68eUPL+KiPAvv32W1q0aIG9vT22trbY2NioCOtERERERERERERE3hdq/6SBUCcnp+Jz58596GKIiLwzSls+R0VFIZfLCQ4OJjw8nJYtWzJ//nwMDQ3R1NRk9OjRXLhwQaUT27p1a8LCwoiOjmb37t3Mnz+f6tWrM336dPLz85kwYQLNmjUjKyuL9evXI5VKhWuIiIj8eyl97xARERF5H6Snpwttjj9j0qRJnDlzBg0NDbZv307t2rXfQwlFPhTKZ5KNjQ3Tp08XIg7r1KnDli1b+P3336lfvz537tzB3Nyc//3vf3zxxRcUFBTw7NkzkpOTyc/PZ9GiRcjlckJDQyuMShD564waNarCxQbvk/9K2+VdRe68TaRSKUuXLkWhUJCdnc2WLVsICAgQRBYrVqwo1zdVig9KH3fo0CFCQkJITEykUaNG5aKhRD5eCgsLUVdXR1NTk/79+2NqakpSUhKnTp1CT0+P58+f4+rqKjigeXt7c/r0aby9vYmNjaVnz540adIEOzs7oMTl6vLly0yZMoWDBw9y4cIFGjZsyI0bNwgNDSUkJIS2bdv+o/+v/mssWLCATZs2oaamRnp6OkFBQRw+fBg/Pz++//57srOz6d69O0lJSTRr1oz8/HxkMhm+vr7s37+flJQUAgICmDlzJl27dmXq1Kn07duXrl27oqenx9mzZxk3bhwjRoygdevWJCcnExgYSFhYGI0aNfpbZVc+j4KDgwkNDWXTpk1IpVKOHz9O06ZN+eabb1TaMvPmzVPZ78iRI8yZM4eoqCiKiorQ1dUtd8zq1asJDw8nMzOT/v3706VLF5UyKBSKco5vnp6e7Nmzh6pVq75RJNz7eL6Wfia8L6RSKXPmzOHIkSNs27aN69evk56eTmRkJNHR0WRkZNC7d2/8/Pw4f/68IK5ycXFh7dq1rF27lrlz51JYWMjIkSMZNGgQsbGxgpgnJiYGQ0ND7t69S/Xq1d9bvURERERERERERD5+1NTUzhcXFztVZl/RMUdE5D3yZyusunfvXm7/0qt+4P+y7v38/PDz81N5zdvbW+VvcSBLRERERERE5K9gZWVVKVEOQERExDsujciHRKFQEBISwo0bN9DR0eHhw4dUqVKFlJQU3N3dycnJITMzE7lcjkwm4+uvv8bBwYFWrVrRvn17jIyM8PHxoVGjRqxZs4aAgAAiIyNZt24dp0+fZsmSJYIrpMibU3ayT6FQfHBRjsg/k7179zJnzhxSUlI4cuSIILK4cePGnx7n4uLC0aNHBcesj11wJaLKlStX6Ny5MzKZjOLi4gpd7Z49e4anpycAL1684Pnz59y8eZOff/6ZK1eukJeXx/379wGws7Nj69atHDp0CLlcjouLC2pqajg6OgLQsmXL91c5kUphbW3NwIEDadmyJQcOHGDOnDncvXuXn376CRsbGzQ0NLC2tuaXX35BU1MTXV1dsrKyePnyJZ6envTv35+LFy9SVFTEkydPmD9/PmvWrCE7O5u1a9cyY8YMTp06xYgRI4TI9reFlpaWELlUNp5LGdusfG7KZDIyMjJe63T9umPkcjlLliyhsLCQdu3a0aVLF6RSKUuWLKG4uJiQkBAWLlyIXC5n2rRp5OXl8csvv+Dl5UVkZKRw/uTkZCZNmoRMJiM4OJigoCASExOZOHEi2traDB06lNjYWBITEzlz5gyRkZGCkD46Oprly5ejoaHBihUrsLe3x8XFhZYtW3Lq1Cnmz59fbszw71KR4OjvoLwHODg4EBoayrhx4wBwcnLi+PHjADRr1gx1dXXMzc25efMmaWlpKveOM2fOkJaWRmpqKh07dlQ5v7W1tSjKERERERERERER+aCIwhwRkfdMTEwMbm5u1KpVi6ioKGxtbcWBJxERkT+kopg/ERERERGR90FsbCzGxsasW7cOhUKBm5sbeXl51KhRg99//520tDRMTEzQ1tZm0qRJZGdnM378eJKSkiguLkZHR4fo6GgMDAx48OAB+/fvZ82aNSQlJZGXl6cSZyZSQlkxlJubG3Fxcbx69YpVq1bh6OiIRCLB2dmZ+/fv06lTJw4ePEheXh5z5sxh5MiRnDp1qsIJvoCAANLT01FXV+fo0aNvdUKtNB9z26WwsLBc5M7MmTNJSEhAXV2d9evXY2VlVW4bQFBQEHp6emRmZrJlyxbq16//XspsY2MDgLm5OTk5Ofj7+5OTk0N6ejr3798vN/Fc+jiFQsGXX35JTk4O+vr676W8Iv8sDh8+TEREBIMHD6Z+/foYGhqWE3TduXOH//3vfwA0bdoUPT09dHR0WLhwIfXq1ePJkyc8fPiQqVOnoqury8CBAxk/fjxQImzYtWsXqamp+Pj4kJKSQps2bd57PUVej6+vL6NHjyY6Opo7d+7g6upK48aN2bt3r/BZTZ06lc2bN1NcXIyWlha7du0iOjqatm3b4u3tTePGjUlNTaVZs2a8ePECd3d3cnNz+frrr7ly5QrfffedyjVLC2r+DjY2NkyZMoW0tDQhtlWJvb19udhmpcDsdVR0jL6+PsuXL+fly5f0799f2LewsJADBw7g7u5OQkICCoWCLl26cPToUZYvX058fLwQBwslMVF79uxBV1eXzp07069fPyZPnkxsbCxGRkYoFApMTEwEgWR6ejoARUVFfPfddyQmJpKRkcHIkSPZt28fT548IS8vj+rVqxMYGMjChQu5ePEiERER+Pj4sHbtWiIjI0lPT+fevXtYWFgIzyslSjfv0nFSQUFBGBoa4uPjQ/Pmzcu1Nf4qqampws8BAwZw/vx5AM6dO0fDhg0BVaFUSkoKnp6eHDt2TPgboH79+rRq1YodO3YAJfcYoFJtnvDwcFxdXYVoutKUjhH7WHB0dCQ5ORltbe1K7R8UFMSPP/4IVOzQWFxcTLdu3cjNzeXYsWNoaGj8pXKlp6cTHh4uOBOKiIiIiIiIiHwsiMIcEZH3TExMDDY2NtSqVetf5WiTk5NDQkICn3322YcuioiIiIiIiIiIyHvi+vXrtG3bFkCIMvnll1/Q1tZm+PDhPH78mOLiYm7duoWzszOvXr1i2bJlVKtWjVevXqXIIegAACAASURBVNGnTx9mz57N1KlTWbRoEW3atBEnXCuguLiY4cOHc+3aNZ49e0bbtm1RV1cnNzeX27dvc/z4cbZv307nzp2xs7PjwYMH+Pn5ceTIEebPn09ubi6JiYlYWVkJ5yw7wde3b1/u3bvH8ePHKS4uVpncEqk8MTExODs7C5E7ubm5ZGRkIJVKuXr1KvPmzWPkyJHltk2ZMoWHDx9y5MgRzp8/T0REBKtWrXrj60ulUsLCwrh16xaFhYUYGRmhqalJZmYmrVu3pl69euzdu5eCggJatGiBRCJh48aNrF+/ntzcXHR0dNDS0qKgoIAqVaogk8lYu3YtKSkpTJ06FW1tbfT09Pjxxx+5ffs28fHx3Lx5E2dnZwIDA9m4cSOrVq1i7NixhIWFMXXqVI4fP462tjabNm3CzMzsHbzrIh8SR0dH/P39mTRpEi9fviQrK6vcPhYWFvj7+1NcXIylpSVQ4oyze/duFi1axE8//cTDhw9p164dVlZWjB49WpjcHjt2LD169MDf3x8vLy9q1qz5Xusn8ueoqanx/fffI5VKWbRoEStWrODVq1ecOXOGpUuXAlC7dm327t3LlClTKCoqYsqUKURGRuLr68usWbNo2LAhXl5e2NraMmrUKKRSKVpaWhw4cICRI0fSunVrlWt6eXkxfPhwevbsydChQ/9y2fX19Tlx4oTKttLi0dDQUEJDQ1VeV7pGlnW9jomJITs7u8JjevfuXe7aLVq0ICsri6tXrwpCj0ePHqkIIEuTmpqKr68vAFlZWTx+/BgAIyMj4PXCksePH2NpaYmWlhZWVlY8e/YMQHAyioqKwt7ennv37pGZmUlISAjdu3enXr16AHzyySdERUUxbNgwkpKShPOePXuWFy9ecOLECaKjo1m1ahW9e/fm0aNHxMfHo6GhgZeXVzkxUWVFHmXR0tLC29ubV69esXPnTqZNm0b79u3R1dVl8+bN5OTkqOx/4cIFWrVqxerVq/Hw8MDS0hILCwtq165N165dcXNzQ0NDA3d3d7755pu/VKbSpKenk5CQ8FEJc5Ripsqyc+dOQZhTkUPjgwcP0NXVZf/+/cK2v+Ks9MUXX9C4cWOVbWPHjmXx4sUVin2kUikWFhY0aNDgja4j8s9HGZkpIiIiIiLysSAKc0REKuD+/fv069cPmUyGnZ0dy5cvV1m1evDgQeLj4wkLCwNg9uzZdOrUSSUXWiKRIJVKCQgIIDU1lbS0NGxsbLhy5QpxcXHo6OigqanJwoULsbW1xdXVFZlMRmFhIVeuXKFu3boEBQXx+++/Y2FhgYWFBaNHj+azzz5DTU0NW1vbciuK3iU5OTns2rXrLwtz3rbFrYiIiIiIiIiIyLtDKpUSHx+Pk5MTSUlJ1K1bl7NnzwLQsWNHEhMTOXz4MHPnzqVXr15AyYrkFStW4OHhIUSdyGQyNm3aRFhYGDExMTRt2lQU5lTAvn37sLCwYOXKlQwaNIjs7Gwhbqh169a0atWKR48eUbduXRISEujQoQNVqlQhIyODyZMnc+fOHebNm8fq1auFc5ad4MvKyiIgIID+/ftjaWnJrFmzxPb5X6BsbMazZ8+QSqXC5G2dOnW4evVquW0Atra2aGpq4uDgwM2bN/9yGYqLi3F2dqZ169bs27ePVq1akZ+fz/nz5ykoKGDkyJE4ODiwbds2Tp8+LeyvpaXFuXPnBNerwsJCfv75Z0xMTDA0NERHR4e8vDwuXryIXC7H1NSU5ORkGjduTHp6Olu3bkVDQ4NGjRpx5coV7t27R2JiIidPnkRdXf21k80i/24uXbrEd999R2BgIP369SMwMJD4+HigRHwDJeKHgwcPAv8Xse3t7c3ly5dxdXXlwoULVK1aVXCJqmhCd+/eve+jOm+V17kgf8wLmxwcHFTi7EpHnzo7O3P06FGV/cuKYho1aiR8V5SUdsWQSqUA+Pv74+/v/7fK+rbHoUovtKuIdevWsWrVKmbMmMHkyZP59NNPMTIywtbWlkOHDqGhoYFMJisnjC0oKCAhIQFHR0d27NhB9erVkclkaGlpoaamxpMnTzA0NEShUFToJFS7dm3S09OFKC6lu9mrV6+E2Lj09HSys7MZMmQIXbp04YcffhCOLx0hVfrZdOvWLVq0aAGoxknZ29sL4oiKxETm5uZv9L4qFAoWLlzIpUuXaN68OWFhYXTt2hX4v/FWiUSCi4sL165dIzIyEltbW3JycvDw8CA4OBgXFxeGDx/OrVu30NTUJCwsjOPHj2NgYEBcXBzq6uo4ODjQsmVLRowYwaBBgwgMDERHR4fLly8jkUiYOXOmUKay48IrVqxgzZo1QozY0aNHK3TLqwxyuZzmzZuTmZmJlpYWX3/9tXDtadOmMXHiRAwMDGjevDkXLlzg888/5+TJkzx8+JCwsDBCQ0P/9PXSYgYDAwNycnIwMDCgadOmXLx4kZ49exIVFYWBgQEPHz7k+vXreHh4IJPJaNq0KWfOnKFevXrk5uaioaFBamoqkydPJjc3FwMDAyIjI/nmm28wMjLi2bNnyOVydHV10dDQ4ObNm6irq9OoUSOysrLo1asXTk5ObNiwAYBvv/2WWrVqCTFsUqkUqVRKeHg406ZN49ixY9y7d6+cMGfZsmWvfU+lUimurq7lhDniWPS7QS6Xq7h9/ZPOKX7mIiIiIiL/dMSnlIhIBRgZGXHkyBFOnTrF8+fPWbx4McbGxhw/flxQ/YeHh3P48GEOHz7MtGnTKjyPTCbj3r17dOvWjdjYWE6fPk379u1p3769INTZu3cvR44cQaFQkJmZyfLly9m5cyfJyclUqVKF+Ph4rK2tAfj111+RSCQcO3aMb7/99p2/D6dPn6Z169Z07NiRpk2bsn37doyNjdmxYwdmZmbUqlWLWrVqCfa5HTp0wMDAgLp16+Lv7096ejq2trbUrl2bxo0bExQURIcOHWjduvUbr8oQERERERERERF5//j6+vLgwQNGjx7N7t27VV4zMzMjJiYGDw8P3N3d+fXXXwkJCWH37t0q2wDBTSM8PJyrV69+iKr8o7l69Spbt25FIpFw5swZ/ve//+Hv749EIiElJYUFCxawadMmHj9+zIABA8jNzeXatWtIpVLmz5/P5s2by60mdXR0ZP/+/UilUlJSUjA1NaVPnz5ER0fz+PFjQWgl8mbUr19fiNtISUmhSpUqeHp6ChNLGzduxNrautw2gMuXL1NUVERqaqoQy/FXy2BjY4OZmRnW1tbC7zVr1uTKlSvMmTOHL774gvj4eGrUqIFEIsHGxoZu3brRsWNH5s2bR2BgIJ06daKoqAhdXV1WrlzJsmXL8PDwQEtLi5YtWwoOEMbGxvTq1YtLly7x/PlztLS0uHr1KhkZGUycOJGAgADGjh3Ly5cv//4bLPKPw93dncWLF9OjRw9evHhR4T7Tpk3D09OTzp07M336dADatWvHnTt3sLGxwcnJ6aN0wgkMDKwwmly5sEnkzblw4QKRkZGV2lfpvNO9e3e6dOkitDs6duxIs2bNmDhxIsnJyUgkEtq1a8ekSZNIS0sjICCADh060LFjRxQKBTdv3sTT05MOHToIoqPAwEDGjBmDq6srM2bM4O7du8TFxdGvXz8WLlzI999/T5s2bejYsaPQ1tm+fTunTp0SRCVQ4nLz1Vdf4eHhQceOHRk7dmy5erx69YqEhARmzJiBr68vHTt25IsvvgBg3rx5dO/enY4dO/Lzzz9jY2NDYmKiikOPhoYGI0eOpH379vTt25dZs2YBUK1aNQYOHIhUKsXR0ZHZs2cza9Yspk+fzvz584XjS0dIlX42NWjQoMI4qdKT3mXbGm8qyoGS2FQDAwMGDhzI/v37Xzve2qtXL06dOsWGDRtwdnbGwcGBo0ePMmDAAEJDQ4mMjOT48eOCcBRKxikTExPZuHEjgwcP5vTp0yrfr3bt2nHixAl+/fVXMjIyhO1lx4Vv3LhBSEgIAwYM4OjRo1y6dElwxvvhhx+YN29epesbGhqKoaEhOTk5PHjwgNmzZ/Pbb7/x22+/CZ8dwMiRI3nw4AHR0dHs3buXxMREFVHjn71eEaNHj+bBgwfl2vQDBw7kq6++Iicnh5MnTwIlbZycnBy6devG1KlTiY6ORldXl5ycHPz8/MjIyCAhIYF69eqhr6/PyZMnyczMRFNTE319fbKysoiLiyM6OprJkyfj7e1NYGCg4B6fnZ3NqFGjUCgU7NmzBxcXF1auXMnJkyfR09MjJSWFVq1aCZ+XRCJBLpcTFxdHhw4dcHJyYuPGjRQWFhIVFcX48eMZP348UVFR9O7dm65du7Jw4UJBhHbhwgVGjRpV6c9JRJVly5ZhamqKiYkJM2bMQF9fH11dXWbPnk1eXh4mJibUrFlTcOKKjIzEwMAAPT09Bg0aBJQ4oRkYGFCjRg22bNkClAjHnJ2d+eSTT4RFCAYGBnzyySdAiRjdzs6OatWqCffnffv24ebmRtu2bYmLiwOgTZs2DBs2jAkTJvDDDz+Uuz+LiIiIiIj8UxAdc0REKuDJkycMGzaMnJwc0tPT+eSTT1Qs/KHEyldPTw+gnI2mcqWglpYWAQEBxMTEcPDgQZo2bUpGRgaffvopUDKZkZaWRlpaGk2aNEFdXZ169eqRlpbG7du3hdVnDg4OnDlzhg4dOnDixAn69u1Lly5dGDBgwDt9Hw4cOEBERASPHz/G0dGRR48e0aRJE4qKimjSpAkJCQkMGTKEr776ipEjR3L79m1ycnJYsmQJq1evRqFQkJaWRnZ2Nmpqanh6enL8+HFu3rzJ9OnT2bRp0zstv4iIiIiIiIjIx8jDhw+JjIwkNDSU9evXC4OdZVG63pRe2f4mXLp0iU8//ZTs7GymTJlCUlISs2fPxtXVFShpF2/cuLHc6sbSq+cBlXgK5eCpiCrW1tYMHDiQ8ePHo1AoaN26NVevXqVhw4aCc6a3tzeffPIJERER2NjY0LhxYzw9PWnZsiVyuZyAgACVcyon+BQKBbVq1RIiRYqKitDT08PW1vYD1fbfTdnIHX19fUxNTZFIJKipqdGnTx9CQkLKbfP09MTY2JgePXrw+PHjv9UXUlNTU3FcUP5uZGSEt7c3NjY2jB8/HplMxvHjx9mwYUOF+wOYmppy/fp1zp8/j7q6Ovn5+VhaWnL79m2Vydd+/foRGRlJhw4d2LVrF0VFRaipqVFQUEDXrl2ZO3cu+/btqzDO5b+I0gHk3xRf/TocHR25dOmSyjalG5TSMdjLywsvLy+VferXr8/Tp08B+PLLL/nyyy/ffWHfIqUjBqtVq8YXX3zBxYsXiYiIwMfHh7Vr1xIZGYmrqys6OjqMGzeO58+f07p1a8zMzDhy5AgSiYSxY8dy4cIFwsPDP3SV/jalo53eFQ4ODjg4OFRqX2W81qtXrzhy5Ajbtm3j8OHDPHr0CH9/f9zc3FRiHRs2bEiHDh3KxToqRR316tWjT58+gqhDIpHw7bff0rp1a6ZPn46DgwMymYwTJ05w7949qlevTkFBAZmZmezYsYNffvkFLy8vIiMj0dfXZ/bs2SQnJ7NgwQJkMhnBwcEEBQWRmJiITCajc+fODB06FFtbW3766SfBiaU07dq14/Tp0yrbSrsQKdtcAQEB5doBV65cEWLj1NXViYiIwM/PjyFDhuDv78+VK1eAEnGwh4cH9erVE1xpoMQBacOGDX8YJ1W2rbFz585KfXaluX79On369KFbt27A68dbbWxs0NLSqtAN49q1a8IYaU5OjiCysbGxAUqc65THl34GKt2CbG1tuX37trC97Ljw/fv3Va73Ome8ynDx4kUh2kxTUxM1NTXq1q0LqIqePv30U3R0dKhRo4ZQj/z8/Eq/DiXuIaVRHlPWtSkjI4OgoCChTIWFhXTs2JG7d+9SWFhYzu0yKyuL/Px8OnXqJAiyNDU1qV27Nrdu3aJ58+aYmZlx+PBhDA0NATh8+DAKhYKMjAzU1NS4c+cOYWFhxMfHU716dRYuXCh8f2rUqIGJiQk7duygc+fODB48WLi2m5sb3t7eyOVyJBIJAwcOJDAwEFdXVzp16iQ4AW3bto38/Hw+//xzRowYwbZt2+jTp0+lP6eypKenk5aWRoMGDQS3n/8acrmchw8fYmRkRGZmJnK5HAsLC1xcXNDV1eXmzZvCd27SpElcvnwZMzMzjIyM+O6779i0aRNGRkYcPXqUwYMHC59HcHAwISEh9OjRA4lEQnR0NHK5HChxFNuyZQv5+fn4+voK8cgJCQkoFAq6dOmCt7c3WVlZhIaGUrduXTw9PTl27BjVqlUT3RxFRERERP5xiMIcEZEK2Lx5Mz169BCsmu3t7UlKSqJbt26CJaJCoRBWpSptZIuLiykoKBA6sUVFRfTp04eePXsyZswYfH19GTZsmDCodf/+fczMzGjYsCEHDhwASjpNxcXF1K9fX7CJvXjxonA+pb2pg4PD3xbmHDhwgNDQUEaOHKnSyVEyfPhwZs+ezZkzZxgwYACPHj3CycmJs2fP8vTpU9zc3Hj8+DHVqlXj9OnT5OXlIZFIePnyJYWFhWRnZ1NUVISXlxe//fYbCoWC9u3bo6GhodIJFDs3IiIiIiIiIiKVx9TUlNDQUIA/FOa8Dfbu3cucOXPKxSaIvF18fX2FyTOAbt26sWPHDrS1tbGxsREmdpOTk+nWrRsrV66kZcuWxMXFERUVhZqaGgqFgpCQEGGivDKRIu+aPxOHjR07lsWLF5db6PBPpkqVKhVG7ij/J0v/XXpbeno6devWfad9HS0tLbKzs1m6dCmzZ8+mXr16fyqUcXV15dq1a8Iqe4lEgpubm8oEJUDjxo0Ft1R3d3e0tLTYuXMnn3/+ueCU8/PPP7+biomIfABKRwwePHiQCxcukJmZSUhICN27dxdcAaBkbGXevHncvXtXEFzcvXtXiGkRqTzK58bevXuxt7cnNTWVDRs2YGFhUS7a3dXVldmzZ2NiYkKLFi2oU6cOJ06coHv37qirq7N161akUinW1tY0btyYe/fuMWHCBCwtLVViHf9M1FGtWjWhfDKZjNjYWJycnGjQoAFaWlrMnTuXkydPsnz5cuLj41UEy6WFQZ07d6Zfv35MnjyZ2NhYjIyMUCgUmJiY0KBBg78spH4dampqr3VQ2bFjB1By3x44cKAgFAFVQWHpyCsocbf4s/iyN8Xa2lplzLWi8VZlfUqjjPXS1NTE2tqaZcuWUadOHUE4unLlyteKUpWkpqbSrFkzLl++zIgRI4TtZceFi4uLVWLElM54yvdXJpNVur4ODg4kJCQwc+ZM5HI5xcXFghistJCmIgFSaZHBn73+/PlzDh8+rPL66yJ+6taty8aNG5k4cSJyuZzt27eTn5/Ps2fPGDhwIHfv3gVUhcA6OjocPXqUHj16sGTJEuRyOY8ePRKEOObm5qSlpSGTydDU1GTy5Ml06dKFgQMH8vz5cx48eICLiwvz58+nXr16WFpacvnyZQDy8vJo0qQJVapUKVfm8+fPM2PGDGQymSAuK4vSyaxatWoYGxtz9+5dkpOTmTt3boX7V4b09HQSEhLKxWX9Vf6NkUuNGzfm2rVrPH/+HFNTU6BEDKZ02reyssLe3p7Y2FiePn0q3ENfvXrFb7/9xtKlS9m3b185gXnfvn0BuHHjhnAfVN5Hq1atSvPmzYVrZWVlcfXqVeGe9ejRI4qLizE2NhYEbjNmzGDYsGFoa2sza9YsTExM3sO7IyIiIiIiUjlEYY6ISAW4u7szcOBAYmJiANDT0+PBgwe4ublRo0YNDhw4IFg1FxcXC2IZpUJfmamem5uLr68vv//+O8+ePeOXX37B39+fn3/+mUaNGqGmpsbChQuxs7NjwYIFuLm5UVBQQJcuXWjdujWrVq3Cw8MDMzMzmjRpwi+//MLUqVORyWQqnea/gkKhICYmhi1bttCkSZMK96lZsyYrVqxgxYoVLFy4kDZt2nDu3Dk0NDR49OgRKSkpDBkyhJs3b9KmTRv09PSQSqX8/PPP7N27l1q1alGzZk1BCZ+UlMTx48e5deuWymq5t925ERERERERERH5mJBKpSxevBi5XE5BQQGLFi1iyZIlQrSMRCIhNDQUHR0dJk6ciLa2NkOHDsXExIRLly7RvXt3srOzOXToEDVq1Kj0dZWDqebm5uVWSIu8XSqaPFPGwShROi+Upqz449+EQqFg2bJlH7oY/zrKOla8qSNLRfsr+6+lKd3fVIq9zMzM2LNnD9ra2sJrhw4deqPrf8wUFhbSs2dPCgoKqFmzJl5eXoSFhTF79mwVB52ZM2eSkJCAuro669evx8rK6oOWW6Q8X3/9NUVFRcTExDB37lzs7e15+vQpvXv3ZsaMGVy6dEmIHB8/fjzt2rVj6NChGBkZ0bFjRwDOnDlDp06dsLS0VBHxiFSOhw8fkpyczPnz59mwYQNdu3ZFIpEQHh5ezgHh0KFDpKSkkJCQgFQqFSa7mzdvjru7O4WFhezcuZPFixfj6uoqiAtDQkI4e/ZspUQdUOLe0rRpU7KyssjIyEBPT49Hjx7x5MmT17oypKam4uvrC5S4jDx+/BgoETbA64US/yV8fX3Zu3evMOZa0XhrRXTt2pUePXoQHBzMnDlzGDRoEAUFBYJwtDIcP36cFStW0KFDB2FSH8qPC0NJu3jKlCn07t2bbdu2VeiWVxlmzZpFs2bN0NfXp0qVKkyaNEkYl50yZUqlzvFn9OjRgzp16tCiRYtK7b9hwwbc3d2ZO3cuzZo1Y9euXQwfPhwjIyOMjIwEEUbNmjUxNzdn7dq1mJub4+HhQV5eHu3bt8fS0hJPT09iY2MxNDTk4cOH2NnZkZaWRr9+/ejVqxdOTk5YWFgwc+ZM6tatS+fOndHQ0CAnJ0cob/v27Xn27Nlry7pgwQLWrVuHubm5EHdUWjQFqv9Xffv2Zfz48Tg7O1cozqosa9asITExkTNnzlBcXIy/vz+3b98mNjaWunXrVvhsHz16NBcuXEBPT49Nmzbx9OlTgoKCMDQ0FNzotm7dilwux9PTk4SEhL9cvveBuro61tbWGBgY8PDhQ7S1tXn58iV5eXns3r0bTU1NDA0NuXz5MrVq1eLKlSsYGxvz8uVLdHR02LVrF7m5uRw7doyePXsK51WKcBo3bkxMTAx+fn7I5fJyrqzFxcUYGRlha2vLoUOH0NDQQCaToaampvKZOzg4EBUVxebNm4mKimLSpEnv5w0SERERERGpBKIwR0SkAiqyalauXlVSkVVzRfbMFa1KXbp0abltN2/eLLdt7dq1aGpqEhERgYWFBW5ubsKgaFnKTtjs2LGD5cuXq3QKAKEDYGdnx549e0hNTWXx4sWkp6ezfPlyNDQ0WLFiBfb29jRp0gSZTIZcLkdbW5tdu3axe/du2rVrR3Z2NlpaWlStWpVhw4Zhb29PXl4empqaVKlShRYtWpCRkcGLFy8wMTGhqKgIIyMj3NzccHNzUyn7m3ZuAAYNGoSRkRE3btzgm2++YdWqVbx8+ZJDhw5RvXp1cbBTROQdk56eLjhcubq6vvbeJCIiIiLydigb0wAlExm2trbCavz27durrMBWtkOVrjdHjx4VIlUrQ+nBa9EGXOSvkpqaSpcuXQRR2fjx4zE0NMTHx4eNGzcKjjr37t0jPT0dKysr1q1bx61bt+jbty+mpqbk5eURGRlJSkoK8+bNo0aNGkyYMAEfH58PXb1KY2Vl9a92Bu3atSseHh4qopz3xd+N5XtfxMTE4OzsTGho6GsnaC9dukRGRgZSqZSrV68yb948Vq9e/Z5L+u/kfboLtG3bliNHjtCoUSOaNGnCtm3b+Pzzz1m6dCkzZ84kLy9PEA8A9OrVixUrVrB06VIiIyNxcXEBID4+nrlz51JYWPheyv0x0ahRI6pWrSqIg/8o2l2hUBAcHMyrV69UFnzZ2NjQrl07Pv30U7p06cKzZ89o2bIlHh4eKrGOlRV1ODs78+OPP2Jvb4+6ujpFRUXo6uqyZcuW1074Ozo6smPHDqpXr45MJhOilJ48eYKhoSEKhaKcqOB98k+IWFNXVycyMlJlW9nx1tLOU8rfx44dqyJYPnjwoMoxSkFk2eNLj11MmDCBRo0aCX+Xfj/KjguD6hjvXxVHa2pqcv36dZVtZc9TWhCvdA8q/fufvb5x40Y2btz42nMqf1f+tLOzIysrS2X/0udVkp6eLvxeURtMKpXy+++/I5fLefDgAT169KCoqIhVq1Yxc+ZMxo0bR1FREXXr1iUuLg57e3sUCgVffvmlIMw6efIkEolEGP8ti5+fH59++ikODg7UrFkTKBEtT506leTkZCwsLFT29/DwICAggLCwsArPV1lCQkJo0KABwcHB+Pn5ER8fz5YtW9i5cyfu7u7lnu3BwcG8ePGCEydOEB0dzapVq+jduzePHj0iPj4eDQ0NunfvTm5uLqdPn/7bC3DfF5qamowZMwZjY2Mhhm3RokX06tULhUKBoaEhzZo1Y8GCBTRp0oTi4mJ0dHTIyMjA0tKSWrVqCYs/yrJ69WocHR0xMDDA2Ni43P8JlNwvvvrqKzw8PFBTU6NZs2blnL2GDh3K7du3KSgo4Mcff3wn74OIiIiIiMhfRRTmiIj8gxk8eDC3b99GT09PsJn9I0pP2Pzwww8qnYI2bdqQlJSk0gFIS0sjLCyM+vXr89VXX5GYmEhGRgYjR45k3759aGlpkZiYSN26dQkPD0dfX59x48bRqlUrunbtyo4dO3BycmLBggWMHz+e3bt30759e3x9fTE3N2fLli0cPHiQ1q1bY29vz/79+ysUyLxp52bKlCk8ffqU+Ph4tm7dyoYNGzh8+DBz587l0KFDfPLJJ+Jgp4iIiIiIiMhHhaOjI1CyAnDt2rXCytWylF2BLbreiHxoXr16xU8//cTYsWM5fPiwSn9EOWmUkpKCRCJh3bp15OqfyQAAIABJREFUeHp6kpOTw6JFi/j2229p1aoVDg4OAOzcuZPt27djZWUlisXeM/v373+j/SUSSblIl4+dhQsX8vLlSwIDAzlz5gyHDh2iX79+QIm4UU1NjatXryKVSgXXozp16nzAEn9Yyi4uGjlyJL/++quKw5BEIhEWFynFfE5OTpw6dYpBgwYREhJCamoqw4cPp6ioiJEjR9K/f3+mTp3K8ePH0dbWZtOmTWhpaTF48GByc3Np2rQpK1as+MOytWvXjpiYGO7evYu6ujqtW7dGW1sbIyMjQkND8ff3p6CgQNj/3LlzTJs2jTt37uDt7c3z58/R1tbG39+fL774QohnEak8ZcXBfxTtXqtWLdavX4+BgQGWlpZcunSJ8PBw1NTUcHZ2xsvLi/DwcDZt2kS1atXKLaBr1KhRpUQdHTp0QCaTMXz4cKysrFiwYAE6OjqsWbOm3MSwkhkzZuDr64tCoaBWrVrs3LmTefPm0b17d6pUqcLQoUPx9vZWcWIREfk34+DgoCKkrShS08bGBnt7e6BiYVZFQizlz0GDBpWL8W3Xrh3Hjx9/bZlKX+9t0KxZM9TV1TE3N+fmzZsVPttv3bolOBY5OTkJ5bO3txciXD/77DNiY2NJSEj428Khd01pIdz06dPLOXuWdTkKCgoiKChIZdtvv/1W7ryl+6fGxsZClKCS0gIx5b4+Pj7lhGGlBXcbNmz40/qIiIiIiIh8KP47IyQiIv+fyq62GzVq1GuzmN8Xb9qQLD1hM2XKFLS0tIROgXL1TekOgJLHjx9jaWmJlpYWVlZWpKenC+cqbeWqnNgxNDTE2NgYgBo1alBUVMTVq1fZvn07ubm5FBUV8e2337J9+3YcHR3R1NTEzs6uUnWoTOem9H5mZmZCuczMzHj69Kk42Cki8hqKi4sZPnw4165do1q1aqxfv56QkBAVu30rKyvhHqkcjOzXrx/e3t7IZDJq167N9u3by527oKCAbt26ceTIEaDEZezQoUNoaWm9zyqKiIiIfLSkpqYKPz08PLhy5QqgOnFVdgV22dffRMhQOi6nbPSNcuCz9KC5yOt5ny4P/0QcHR0xNTVlxowZjBgxosL+SEpKCiNHjgRK2vTPnj3j9u3b2NnZoaGhIbT3lbFAcrmc0NBQIcJA5ONGeT97/vw5/fv3Z/z48SxevFhFZNGxY0dB8PX555+zcuVKoc/6vsjNzSUgIAA1NTXy8/MZN26c4Lhw6dIl7OzssLa2xtPTUxhrKC3ugP8TNJ06dQoLC4uPPu659OKiilbGA+XEfH5+fkRERNC+fXsCAwP55ptv2LRpE+bm5ri6utK7d28SExM5efIk6urqFBcXM2HCBKZMmYKLiwuTJk3izJkzgqtNRRgbG/PgwQPatm3LtGnT6NGjB8OGDWPjxo08f/6c9evX4+3tTXh4OFKplLFjxzJhwgSioqKQy+U0bNgQNzc3Vq9ezfz589/V2/fWefjwIZGRkW/kAjJ27FgWL14suGO4uLhgbm7OgAEDMDc3/8tlyczMVPn7j6LdXV1d6d69O40aNfrD2LDSrhrTpk174zKVbhtVNDFckSuLs7MzR48eVdmvXbt2nD59WmVbRW7bIu+W0uIrkfdDdnY2n3/+OUOGDPnXXa+0s1XZ/lXZZ7tMJiMlJUVwOT137hwNGzYEVGO2Pv/8c/r164dMJvvon/ciIiIiIiIiJYjCHBGRClAoFB9clAMl0VhfffUVTZs25bvvvkNfX58NGzZQUFCAr68vkyZN4uHDhwQFBfHgwQOeP3/OggULCAwMRKFQkJ+fz549e9DT06Ndu3ZAxfnVtWvXJj09HZlMxu+//87z5885fPgwwcHBKvspOx6mpqZ89dVXwgCpshMya9YsWrZsCYBcLufs2bOkpqbi7OxcoQWskjft3GRkZJSbhPqzY0RERGDfvn1YWFiwcuVKDh48yKpVq/7Ubh9KrGr37dtHtWrVCAsLIyEhodxEWJUqVbC0tOTmzZsUFRXRqFEjUZQjIiIi8hbR0tLC29ubV69esXjxYkGY4+zsTI8ePRg/fny5FdgmJiYfuNT/LdLT00lLS8Pd3R2pVMqSJUsoLi7m+vXrmJqaolAo2LRpExYWFri4uNCyZUtOnTrF/Pnz8fb2ZtWqVUycOJEhQ4Zw9uxZpFIpycnJTJo0CZlMRnBwcLmVp/8ECgsL6dmzp4rQ9+bNm8yePZu4uDgOHDjA8OHDCQ4OxsfHh0OHDuHm5oZcLicvL4+9e/fy6NEjJkyYwKJFi4CSNn39+vW5dOkSTk5Owvfd0tKSdevWcfr0aZYsWcLKlSs/ZNVFSqFQKAgJCeHGjRvo6OgI2+/evUtgYKBKH/aHH37gp59+olq1aixevJimTZsyaNAgMjMzqV27NtHR0WzatImDBw+Sl5eHn58fubm5DBgwgHnz5rF+/fpyIgsPDw+OHTuGs7MzMpnsrYtyTp8+zbhx46hevTr9+/cnLS1NRch+8+ZNHjx4wLJly/j+++/Jzs5m165dVK1aFTMzMxQKBadOnSIxMZH79+9jbGxMUVERw4YN49SpU6ipqWFraytcTyqV4urq+tFP1JVeXLRq1Sph3ELpMATlFxc5OjqioaGBpaUljx494unTp4Izb/369Xn06BETJ04kICAAQ0ND5syZw9WrV5k8eTJqamrk5eXh7Oz8p2WrU6cOtra2WFlZ8fjxY9q2bYuVlRWenp4UFxcL7i0V0bp1a1auXImHhweWlpblolX+qZiamr5xNM+yZcuAEmFJcHAwQ4cO/VtlUIpflCIXKysr4f+sbHyy8m9XV1c0NTV58eKFEC9WOpJIebyVldUfumqIiIj8PUqL1yqiVq1aHDt27L2V521ez8bGhilTppCWllZurMve3h5TU1MkEglqamr06dOHkJAQNmzYQPv27dHV1WXz5s3l3Ev19PSoWrXqvybGSkREREREROTvIwpzRP6T7Ny5kzp16jBixAguXLhAZGQkn3/+uTB4Pnz4cObMmcOpU6f47bffhIEFPz8/xowZ897K6e/vz44dO/jmm2+Ii4vDxMSEGTNm0L59e7y8vBgwYAARERGMGzcObW1tFi5ciLe3N5qampw/f57g4GCaN29Ofn4++fn59OnTh7p16zJz5kwSEhK4du0agYGBaGpqkpeXh6mpKdWrV+fFixcEBASQn59PdHQ0y5cvJyMjgzp16tCpUyf2799PYWEhpqampKenM2TIEG7cuEFMTIywUnvQoEFMmDCBvn37YmJi8ocTQ2/auVEOtLyO13WIRET+61y9epWtW7dy6NAh5HI5ycnJxMbGAgiiurJCNzU1NV68eEFISAgZGRlkZmbyySefVLhCvV+/fmzdupWioiL69OnzfiolIiIi8h+hrC18dHQ0AIsXL1bZr+wK7Ne53oi8fdLT00lISMDd3R0oEazExcXx8uVLdHR0iI+PZ/Xq1cyZM4cnT54wbdo0ZDIZI0eOpFOnTkRFReHo6EiPHj04e/YsANOmTWPPnj3o6urSuXNn+vXrh7a29oesZjliYmL+UOiroaFBQEAA169fZ8mSJSxbtoyMjAwUCgUmJiZ0794dY2NjFi9eTKdOndi0aRMAEyZMoF+/fhgbG1OzZk20tLQIDw8nKSmJvLy8ct99kQ9LbGwsxsbGrFu3DoVCIfwfRERElOvDxsbGcuzYMapVq0ZxcTHLly/H19eXPn36sHLlSiHG2cDAgG3btiGVSpk2bRpffvklzZs3r1Bk0bdvX+bNm0dGRgZ+fn5vvX4HDhwgIiICiUTCsWPHSEtLU3l99uzZxMbGUr9+fV68eEFRUREKhYIbN24wcOBAZs6cScuWLbG3t6dGjRr4+flx5coVJBIJmpqaSKVSvv32Wzp27IhCoSAqKordu3fTqVOnj/q7XtoNztPTk5s3bwL/5zAE5RcXKRf/3LlzB2NjYwwMDEhPT8fc3Jy0tDSMjY1xd3ena9euzJ07l3379tG4cWP69++Pk5MTULKQ6M8o7WCsjNawtbXFy8tLZb/SLimln7X/FjeOsqKzhIQEoqOjWbVqFVFRUXTo0IHk5GTBldjFxYX4+HiGDh3K4MGDkUgk7Nu3j5kzZ1JcXIxcLufcuXOEhYVRp04dAgICePz4MQ0aNODHH39kzJgxXLhw4Q/FqoWFhVy6dAmJREJoaCidO3f+wzokJiYybdo0cnNz/5ITjoiIiMifoa+vX87ZqrQQKTQ0tJywsWzEnYGBgdCHU6KlpUWvXr3efoFFRERERERE/pGIwhyR/yQ+Pj7s37+fESNGsG3bNvr06UNhYaEweA4wZ84cAKZMmcKqVato0qSJ4BDzvvDw8CAiIoIhQ4agq6vLgwcPhHxaR0dHbt++zfXr15kzZw7nzp3D0dGRGTNmMHr0aPz8/Hj+/DmdOnXi3r175OfnM2rUKK5fv869e/eQSqVcvXqVZcuWMWXKFNTV1Xn06BEaGhoEBgYSFhZG/fr1cXFxITExkYyMDEaOHMmQIUPQ19dnwYIF1K1bFz09PfT19YmMjMTT05Nhw4bh5+eHk5MTS5cuJTk5+U/r+Vc6N8qOzOtiFio6RkTkv461tTUDBw5k/PjxAGzbto3U1FR8fHxISUmhTZs26Ovr8+DBA+D/BsQPHTpE48aN2bx5M6Ghoa+NQunQoQPz58+nqKiIb7755r3VS0RERERE5F0jlUpZunQpCoWC7OxstmzZQkBAADKZDDs7O1asWMGaNWtITEzkzJkzdO/endzcXAD69u3L//73P6pXr87Dhw+5du0axcXFREZGEhcXR0pKCseOHcPCwoJHjx7h4OAgXDc1NRVfX18AsrKyePz48d+KBnkXpKWlCa4XLVu25M6dO8Jr1tbWNGnSBIlEQlhYGJaWlgDCyuA6deqgoaGBhYWFsE05mS2Xy0lKSqKoqIh27dphYmJCRETEe6yZSEXk5OSQkJDAZ599prL9+vXrtG3bFlAVUty6datcH3bGjBkMGzYMbW1tZs2axdWrVzl//jyrV6/m1atX9OnTB319fUE4DhAUFMS9e/eIiYnB2tqa/v37q7i1ampqcv/+fbZv387mzZvfer2HDx/O7NmziYyMVHGWLe3sAiWCvLVr1+Li4kJGRgYjRoxg5cqVHDt2jIcPHxIWFoaenh4ymYwrV67QoUMHTpw4wdWrV4U+rrq6OoGBgbi6uv7rV9GXvXfGxcUxceJErl27xsuXL9HX18fLy4uLFy9Sv359bty4gY+PD8XFxRw4cIDvv/9eECMGBARw4cIFevXqhZmZGTVr1qRjx44UFBTg7+9PXl4excXFuLi4UFBQgIGBAXfv3qVNmzZkZmZy5MgRNDU1qV27Nj179iQvL0/oF/2XKS06u337NgkJCcjlcqKiokhMTOTcuXMq4zq9evUiPDyczp07M3jwYACqVq3K5MmTkcvlBAcHC2Mza9aswdPTk5CQEGE8bd68eX8qVt29eze2traVjszs0KGD6IQjIiLyryMkJARjY2Pq1KnzoYsi8g8mPT1diPP18vLi2rVrH7pIIiIiIiJ/g/9u0L3If5pq1aphbGzM3bt3SU5OFrLFlQOGpcnKyqJJkyZAxTFQ7xJNTU2srKxYuHAhPXr0oEGDBpw/fx6AlJQUrKyssLa2JikpCSgZFLxw4QIvXrzgxIkTjBgxguLiYhV76B9//FFY6TRs2DCeP38OlLeHBnj8+DGWlpZoaWlhZWXFs2fPgJK89bp16wr72djYAGBmZib8XqNGDSGeSkRE5N1TGeGgr68v6enpuLu74+7uTtWqVTl9+jReXl6Cpa6dnR3379/Hx8eHx48fAyVW7Hv27KFbt26kp6e/9vzq6urY2dlha2v73u+XIiIiIq9DKpUSFhb2Rsfk5OSwa9cu4W9XV9e3Xaw3QiKRqLjliHw49u7dKwhajxw5wqlTp3j+/Dk3btwgJCSEAQMGcPToUQDBSfK3335j6tSpfPXVV+Tn57Nt2zZMTEwYM2YMx48fp2nTpqxfv57ff/+d4uJiLl68KFzP0dGR/fv3I5VKSUlJ+ceJcqAkOkbpepGSklJO5FsaIyMjbG1tOXr0KFKplNTUVNTU1FSEDUrS0tJwc3PD2dmZgQMHcu/ePRISEv5WWb29vRk+fLjKtvnz5wtuGJVl/fr1f6sc/2bK3h+VlO6Xlm6XVtSHdXBwICoqColEQlRUFNbW1kycOBGpVEpSUpLwGZVuT6qpqbF69Wqio6Pp0aMHs2fPxt3dnU6dOvH7778DJQtwtLW10dfXf+v1rlmzJitWrCAiIoL58+e/9jveokULsrOzefbsGZ06deLo0aPo6uqSlJTE5MmTSUpK4tChQ0LdioqKmDFjBk2bNv2onXGU986EhAQsLCxISEjAz8+PwsJChg4dSlBQEKdPnyYzM5MDBw6gUCj45ZdfOHfuHNWrV6egoIB79+7h4OBAWloaycnJ5Ofnc/LkSc6dO8fZs2f59ddfuXbtGklJSejr63Py5EmCgoJwcHBAKpUSFxeHvb098fHxnDhxgt69e3/ot0Vg7NixFBUVIZVKBTemqKgo1q1bp7JfXFwc+/fvf6vXHj58ONu3b2fAgAFC/y8rKwsLCws0NDRUxKJQMv5TpUqVSvX3KhLsLViwgPbt2xMWFsb9+/eBknh1Y2NjzM3Ny0W9iIiIiHysrFmzRogDFPn4ULaH3+ZC71atWr21c4mIiIiIfBhExxyR/yx9+/Zl/PjxODs7CwPBFQ0s1K5dm+vXr9O4cWMUCsV7n2z29/enV69ePHjwgLZt2xIQEEBhYSHdu3fH3NycyZMnExAQQEFBAW3btsXa2pqbN2/i7e1NvXr1AFV76ICAALKysvj+++8BkMlkZGRkvLbu6enpwj7KAc6y+5YeSC8bgyMiIvL2KCgooGfPnhQWFmJgYIC3tzcbNmzA0NAQHx8fMjMz/x97Zx5QU/7//0e3xZYoLciSNWMtfLO0XQmhorHve7bMYKyTpYw0IcPMWMY2SBr7npBcEUKpSZNIJRWRCqG0/f7od8/n3rqWMZgxcx7/0LnnnPc55977vue8lueToKAg8vLy2LBhA+bm5oSFhTFnzhy0tLSYNGkSP/74I1OmTCE+Pp6NGzeyc+dOdHV1he50iUTCiRMnyo0dGRlZbpm8q/fChQvCMjU1NYYOHfpxLoCIiIjIJyIlJYXVq1eXU4SQ4+Hh8a9QMvi3IO8iLCsN/6GRF6DLE4f9+/cnJyeH5ORkIblYFl1dXSpUqICPjw+dOnVCT09PKIb38/PD39+f+Ph4KleuzKhRo5gzZw6//fabYO/q6emJs7MzxcXF6OnpsX///o96ju9D37596d+/Pz169EBXVxcdHR2hyLdGjRpK60okEmbOnEnXrl1RU1OjefPmrF27FgsLC/r27cs333yDtbU1AE2bNlVS1ZTJZEpWYR+KefPm/an1i4uL2bp1K2PHjv2gx/FPRtHq5ubNmxQVFSGVStm7dy9Tp04lIyMDLS0tatasyRdffIFEIsHAwICoqChevHjB119/TUJCAoaGhpw8eZJz586RlJREfn4+v/76Kw0aNGDChAmsW7eOkpISvL29lcZXVEmV21zZ2tqWO86PeR/6yy+/cODAAXJzc5k7dy7btm177WdcT08PXV1dzpw5w6tXrxg3bhx2dnaoqanh7e3NuHHjsLCwoKSkhAsXLjB79mzu3LmDq6sr165dA0qtLf4tjS6Kc2dUVBQHDhzg5MmTPH78GG1tbZXFG2XVwjIzMxk1ahSzZ89m0aJFeHl5MWfOHEaNGkWNGjXw8vIiMjIST09PQY1IjlxZqW7dumRlZfH48WNycnKUmo3+buSJWZlMhpWVFQ0bNlS5noODwwcfW150lp6ezrhx46hRowb6+vrcu3eP4uJipWJRQGUh5euQF+y1bNmS4uJisrOzkclknD9/ntOnTwvWhariSH9mHJF3JyoqioiICPr166ekfjZt2jQhTigiIiIi8n7IZDJWrVpFZmYmhYWF3LlzB0NDQ9TV1dHR0cHe3p5Tp04JtqcPHz5k27ZtbNq0iVq1ajFhwgTWrFlDbGws6urqZGVloa+vL1hwnjp1Cih1Wbh58ybPnj2jT58++Pn5ER4ezuTJkzE1NSU+Pl5lHFdERERE5O9HLMwR+U+QnJxMYmKiUhC3a9eujBo16q0d1MuWLWPChAmoqanh4uLC119//bEPV4levXqRm5sLQNWqVctJ+dasWZOTJ08qLVNMkstkMlauXIm2tjbr1q1j//79bNiwAalUipqaGkOGDKF79+4qx1ZXV8fNzQ1ra2skEkk5b1wREZEPh0wmIzg4WFBEUJVkPHToEJ07d2bevHlMnjwZgIcPHxIcHIy6ujovXrxg/vz5JCQksHjxYvz9/Zk3bx6HDx9GX1+f4uJijh07Rr169Vi/fj0nTpxgw4YNzJ8//4Ocw6JFi7h79+5f7uBQnLPfNdla1lZBDCyKiIgoEhMTg5OTE1lZWQwZMoSKFSsyfvx4PDw8kEqlaGlpCUnn4cOHc+3aNa5cuSIknuWEh4czd+5c7ty5Q25urlCYU9aq4+TJk0yYMIG0tDSMjY3x8/MDYMSIEUrLLly4UG47bW3tv+UaibwdxSRhZmYmffv2ZfTo0QwbNoySkhKlRLpUKiUmJgaJRELXrl1p3bo1UqmUV69eAaX3623atOH69evcuXOHCRMmMH78eH777TcGDhzIjh07ALCwsBAUeP6pVKhQgaNHjwL/s6FSVeQr/y3v1asXvXr1UnrtXZRCFK3CWrRoQVRUFDo6Ovj7+3P9+nXhPkp+DHJ73rNnz1KhQgVB5SUoKAg9PT20tbWJjY2lffv26Orq8vLlSxo3bkxOTg5RUVE0a9YMU1NTkpKSePnyJcnJyTRo0IB58+YRExODVCrF3d2dbt26ve+l+2woa3WzcOFC4f3ctm0blStXZvPmzZSUlLBx40b69etHYGAg8+fPx9XVlcDAQOzt7ZFKpZSUlKgsaip7r9ehQ4c/dYzr1q3j4MGDBAYGvv+JvoHp06czffp04W9Vais//fQTwcHBNGzYkC1btigVoHl4eDBu3DimT59OmzZtmDFjBlWrVmX+/Pk4Ojpy/vx5Vq5cKRQgSaVSvv32W8LDw1m0aNFHOadPheLcWb16dSVr3YKCAo4fP87ly5dxdHQUmqHMzc3Zt28fVapUoaCgAIlEwpAhQxg5ciSurq5cvXoVOzs7evfuzbJlyzh27Bg7d+5k8+bNGBsb06RJE2FMxcYiZ2dnJk2ahJOT06e7AArMnj2bUaNGkZ6ezty5c7l+/TqjRo3i6tWrREVFsW3bNg4ePIi9vb2gLiafu44fP8727dspLCzE3t6esWPHoqenR1JSEocPH37vQiPForNBgwYRExODhoYGo0aNonPnznTq1EkoFv2zTJgwgZEjR+Ln50ejRo3YvHkz2tra2NnZ0bp16zduq6pg83NCVRxSkQ/x/KrYPPiujYRmZmaYmZmRnJzMgQMHhPHFZ2cRERGRD0NSUhI9evRg69atPHjwAHt7ezQ0NAgMDMTQ0JD79+8jlUqRyWQcPHiQ9PR0+vXrx7Jly1i3bh0nTpzg/PnzzJ8/X7jPdnd3F/ZfXFxMbGwsP//8M87OzhgYGADw3XffceTIEXR1dQX7YBERERGRfx5iYY7If4Lk5GShu1LebVdUVETLli1p06YNoNyFB/8rbmnWrFk5r+q/Qznnr2BmZqZkf+Du7q50QwfKgVB5MBtKfdxHjRqltK5i4Y+Hh4fK7d7VC1xEROTdSUpKEgKYcklxRRs6eee9RCJRCoDr6+sDpUHpuLg4fvvtN06ePElhYaFg5Td69Oi/fHxLliz5y/sA5Tn7XZHbKoiBRRERkbLcuHGD0NBQzM3NMTIy4scff6Rq1aqsX78eW1tbCgsLGTNmDDo6OtSpU4eRI0cSERGhNI/ev3+fjh07cuvWLU6fPs2RI0fYvHkzkZGRNGzYkOHDhwOlVh1eXl7s37+f5s2bExAQwNKlS9m/fz8SiaTcMiMjI6Xtzpw5Q58+ff6W6/S5oajgIb/+4eHh7Nu3jxUrVpCZmYmrq6tKy50PgUQiwdfXl0OHDgnLWrZsyfz58xk0aBABAQGvVY2RY2FhgY2NDTY2NkDpb1dUVBTffPONUJgj8j9cXV1p2LAhffr0YcOGDYSGhuLl5cW4ceNwc3Mrt/7169dJTEwkLCxMSclTX1+fxMRE6tatS0hICJqamkydOpXr169z+fJlZDIZkydP5quvvmL06NGMHDkSc3NzBgwYgLe3N1KplFatWik978iLgBo3bvzO5yMPyH8OTJkyhaVLl7JlyxamTZsmLC8qKmL27NnExMTw9OlTXFxcytlGL1u2DBMTE6XtLSwsPsoxlrUp+9QoxhRUFaCdP39e6e8JEyYwYcIEpWXyz4SlpWW5OMS/AR0dHSIjI4X7/OnTp+Ps7MzRo0exsbFBW1ubwMDAcmphW7ZswdnZmaKiInR0dGjVqhV9+/blxYsXAOzdu5fnz5/Tp08fzMzM0NXVVTn+gAEDmDlzJuvXr/9k56xI586dCQsL4/79+9SqVYtnz56RkZGBoaEhEomE0aNHC4p827Ztw9DQkICAACZMmFBOuSY7O5vg4GACAgLYv3//ezeRlS06kzN+/HgmTZpEeHi4YN+nOGfJ/y//V/F5UjE2VFbp7dixY+XGKttcBu9WsPkm/mzc7kPH+d72TKvq+VUmk+Hr60thYSEZGRkYGBiQmJhIZmYmLVu2pH379ly6dIn4+Hg6duxIly5d+O2330hJSUFfX5+hQ4cSFBTE3bt3hcSskZER169fJz09nVatWpGVlUWXLl24ffu2YHPv4eHBkCFDSE9Px9nZmdDQUCQSCVu3bsXFxQWpVEqnTp0IDg5m0qRJjBs37oNdJxGRz5mlJ4sfAAAgAElEQVT3Ve2UK1eJ36V/H8XFxdSvX58XL16Qn59Ply5duHr1KpqamsLvQW5uLvXr16dKlSr07duXYcOGMXnyZEpKSjh//jyVKlWiWbNmZGZm0rx5c5KTk8s1iDx58oTly5fz888/U1hYSElJCU+fPhWKdBULlEVERERE/lmIhTkif4myCg/vilQqJTg4GA2ND/cRVOyMLItid6WtrS2nTp0iNjaWJUuWkJycrLLT6KuvvlLqwszOzmbMmDGCZcx/SbpcRETk0xAdHU3Pnj3Jz89n5cqVwvKdO3fy888/k52dTc+ePenVqxd79+4lKSmJp0+fEh0dTZs2bZg5cyZjxowhODgYiUTCl19+SWRkJOfOncPW1pbi4mJMTU3Ldam+K4pJ0B49etCyZUt69+7NoUOHuHPnDjVq1ODUqVM8efIEdXV1evbsSUBAAE2bNmXz5s1s27aNwMBAnjx5QsWKFdm7dy+ZmZkMGzaMgoICtLS0GD58OKdPn+bixYtcunSJLVu2kJ6eTv/+/ZXm6CVLlhASEiIEDDdu3Mjp06dp1qwZP//8Mx4eHly4cIGxY8cSHh6OoaEhkyZNUtndLCIi8u8mPDyc3r17s3PnTlasWEFERASzZs2iSpUq+Pn54eTkRHBwML6+vpw/f57169czZMgQAgMDkclkPHz4kMePH3Pr1i2MjY2ZOXMmd+/epaioCD8/P8aMGUNubq6SVUdycjLt27cHoH379kRERKCurk7btm2VlhkZGZWzRxJ5N8oqeISEhNChQwfmz59PSUkJ+/fvp3///h9sPMWEu/x5Y8aMGeXWU7ReepNqDMCmTZvKva5qn58TH6LQ923cuXNH+C7169evXLC6pKQENTU1JXscxdfltjZVqlQhKiqKu3fvMnfuXKpUqULDhg15/PgxYWFhREREcOfOHfT09ID/doBb0epm2LBh1KxZEyhNLD1//pzQ0FA2bdpEWloaUN42uqxVjqrvhsi/E1Vz55gxY8qtt2XLFqW/VamFKc6vQDnl4LFjx5aL0yg2Esnp0aOH0LjwqbG0tGT27NkUFxczbNgwDh8+jJGREXfv3lW5/pvuEZo3b45EIsHY2JiEhIQPfqw//fQThw4d4tWrV2zfvv2D7/9jILcQKSkpwdXVlRUrVlBYWMiiRYtwcHCgY8eOtG7dmsjISDw8PHB0dEQqlWJhYUF6ejqbNm1i7NixQlHMzp07OXbsGN7e3mhrazNr1ix69uwpWENXqlSJnTt3Eh0dXU4BUTEOGRQUhIODAwUFBRgYGLBnzx7h+VWuzuji4sLSpUtJS0tDS0uLhw8fcv/+fZydnTl//jwvX75kw4YNeHh4sGnTJurUqcPAgQPx8PAgKSkJIyMjrKysmDp1KikpKcydO5clS5Zw6dIlfvjhB2bMmEHXrl15+fIlFy5cYM2aNTg4OCCTyfDw8EBfX59jx45x6dIljhw5QmZmJtOnT8fFxQVAGKtbt25iMYGIyF9Erlwl8nlQXFyMq6srt2/fpnLlytjY2BAUFEReXh4bNmzA3Nxc+C25fv06FStWJDY2VigutrKy4siRI4wfP56YmBjc3Ny4e/cuQUFBrF+/noiICIYNG0bHjh1Zs2YNpqam3Lp1CwMDA27evEnFihXLNRno6uri5+eHqakptra2qKmpCXbC1atX/yj3BSIiIiIiH4bPR/JDRKQMxcXF77yuq6srI0aMYPXq1aSlpXHhwgUuXrzIjRs3gNJOoz179jBz5kz279/P1atXhQDj4MGD2bBhA1BqGbN79+7PqihHKpX+6cIpERGRv4e8vDxOnDjBxIkTBd/goqIifvzxR86fP8+RI0cICAige/fuREZGMmrUKCwtLQUFLA0NDa5evUq3bt1ISEhg165d+Pr6MnjwYLp06cLevXtxdnYmOTkZOzs77Ozs/lRiRJ4EDQkJYejQoezevRso7VCVF7wYGBhw/PhxatasSV5eHqGhoaSkpJCVlQVAtWrVOHnyJJ07d+bAgQPo6+tz+vRpQkNDiY2NZcOGDYwfP54RI0Zw5swZiouLy83RMTExpKWlIZPJWLt2Ld7e3ri6utKtWzdu3rwpWMsAnDlzhiVLlnD27FkGDBjwQd4nERGRz4s+ffoQFxfHiBEjePbsGfr6+mRkZGBsbMzdu3fJy8vj22+/JTY2lpcvX7Jp0yY0NDSE4FdSUhJVqlRBXV0dc3NzAgMDGT16NL/++ivGxsbUrl2b3NxcpcR/pUqViIiIAODatWs0atSIhg0bllsGlCso+LuRyWRvtXr9JzBlyhT27NnDiBEjePTokbDc2tqasLAwjh49KqoP/cuQW4Upfpf8/Py4c+cOBw4cYNOmTdjZ2REWFkZ4eDhRUVFcvnyZqKgopk2bJny/ytrqaGlpCfsvKCjA0tKSnJwcli5dipGREZs3bwZKC4KCgoIASElJwdLSEjs7OyFZ/tNPP2FlZYWnpycACQkJdO/eHVtbW+F57OrVq7Rt25ahQ4fy9OnTT3DVPgy//PILNjY2ODo6MmnSJLKysujfvz8GBgYkJCTg4ODAlStXhPW7du3KhQsXGDJkSLntP0XxloiIKm7evImTk9MntydXRG5hoampiaWlJStXrhQKCAElS0R48z3Ch7h/sLKyeu1rDRo04ODBg1y6dImLFy8K8+4/nVevXnH48GF8fX0JCQlBJpOxYsUKAB49esSCBQs4d+4c3t7ewjYuLi6CFZqzszMhISFIpVL27dvH/v372bNnDyEhIfTs2VOwhg4JCcHNzU2IF0KpAmKvXr04c+aMEIc8c+YMGhoaHDt2jNDQUL744gtCQkKE51eZTCbYkEBp3PHUqVMsXLiQR48eIZPJSE1NFSzGvLy8ePbsmWB5r62tLSgwqqmpkZaWxm+//YadnR3bt28nMjKS6dOn8+jRI7KysmjcuDFZWVlUrVoViURCZmYm58+fR0dHh7i4OF6+fMnixYv54YcflD6LLVu2pEKFCp+VeriIyIdGJpPh5OREz549sbOzIysrS2gka9euHampqfj4+HD8+HGg1I7e19eXgwcPYmFhgZ2dndD8IX/eWr9+vaCAFR8fz9q1a4W/IyMj/87TFfn/HD58GENDQ86dO8fx48f5+uuvOXfuHP7+/kpNlS4uLkJ8Vltbmz59+hAbG0tCQgL16tUjPDwcKysrLl++TEZGBhMnTuTixYu4ublRoUIF2rZtS1JSEj/99BMTJkwgNTUVR0dHBg8eTHx8vDCOXIl35MiRdOnSRSjCWbhwIU5OTowZM4a6det+2oskIiIiIvLOiIo5Ih+Ep0+fMnz4cL755ht8fX159uwZX3zxBevWraNLly4EBwejrq5Ov379BMngefPmCWoGrq6uREdHM2XKFIqKinBzc2P48OH8+uuvbN++ndzcXJYtW0b37t0ZPXo02tra3Lp1i2PHjjFgwADy8/PR1dWlR48ebzzOuLg4QaoVoFatWkD5TiPFLsz27dsLEtKKljEiIiIiHxpzc3OgtHtm06ZN1KxZk0ePHlG/fn00NTUxNTWlSZMm7NixA0tLS7p168aiRYuwtrYGSoNlYWFhAERGRlKxYkUcHBwICwvDz89PGOd9bZ7K2hhkZWXx+PFjcnJyBLlUeVfnq1ev2LhxI97e3jx58oTu3bujra1NVFQUBw4coEGDBnTs2JHly5cTGxuLhoYGL168IDMzU+ii3b9/P0+ePKGwsBArKyuio6ORSCR06tSJK1euEBAQgKmpKUVFRcyaNYv4+Hjq169PhQoVePnyJX369OHRo0csWrSIHj16oKmpyYABA3j16hXVq1fHwcHhjcmh0aNH4+HhgYmJyXtdLxERkX8GVatWFbqbHRwcqFChAkFBQUJh4pUrV3jy5AklJSXk5ubSrVs3ateuTX5+Pv3792fZsmU8f/6c4uJiPD09cXJyIjExkTNnztCzZ0+VY+rq6hIcHIyNjQ21atVi7ty5AAwfPlxpmXzOFvnzlFXgkNtFDRs2jPnz51OtWjWqVKnyNx/l+6PKGsnDw0OwOPkvIrcKS0xMRF9fH2trawoKCmjSpAlxcXG0bduWnJwcQkNDmTVrFocOHcLc3BxHR0eMjIx48uRJuX3q6OhQpUoVioqKePHiBQ8ePGD//v3Y2tri5uaGkZERt27dYs6cOZSUlKCurs7169epXLkyBgYGzJw5k2rVqgGlDRFr1qyhQ4cOLF68GHd3d7Zs2ULdunUZMmQIqampLFmyhEOHDqGnp0f9+vU/9SV8b8pa3SgqECpa0CiiaBv9OqsckQ/Lm6wxtm7d+sYGIysrKy5cuCDMPQkJCRQVFdG7d++PeciflGbNmr328/opqVWrFq1atcLExIRHjx7RuXNnAgICgNJ55NtvvyU8PJx69ep90HH/rFXToUOHaNmyJXp6ep9VQV3btm3JzMwkLi5O+L18+PAhJSUl1KhRQ7iuirE9uZJaXFwcERER/PLLL+Tl5TFkyBAWLFjA0qVLKSwsxN3d/bXW0GXVjeS/DQDPnz/H1dWVtLQ0MjIyaNKkyWtV2J4/fy6oHmhqatK9e3dCQkLo168fmZmZREZG0rhxY7Zu3cqYMWPIycmhW7dujBw5kqSkJGrWrEl+fj7bt29n69at+Pn58fLlS3R1dVm2bBndunXj4cOHDB8+nFevXtG3b19u375NxYoVMTU1RVNTkxkzZqChocGIESNwcnLi+vXrPH/+nGrVqnHr1i3s7OwEtaDX2caJiPxbycvL4/Tp0+zevZtTp06VsxUcOnQo7u7u9O7dm7179+Lj48O8efPYs2cPJiYmlJSUCHmGhw8fsnfvXry8vDh79ixNmjRh2rRpBAQEsGvXLiFGWBb5b7bIp0FRhVMikeDn54e/vz8SiaScKqeWlhbJycm8ePGCKVOmcPLkSa5evYqGhgatWrWid+/eBAUFERERgaWlJadPn6Z169ZYW1vz/Plzhg4dSrNmzV5rZ/rw4UMAgoODy73Wrl07IiIieP78Od27d/8IV0JERERE5EMgFuaI/GWePXvGiBEj8Pb2ZuvWrcyfP59OnToxd+5cLl26RNeuXTl79iwWFhYUFBRgaGgIlFYR+/j4YG1tzejRo1m4cCH+/v4YGxtjZWWFv78/MTExLFy4kMGDBzNgwADhpsLS0pKlS5cyf/58LCwscHd3x9XV9bXHKO86MjU1pXv37kJSuqCggLS0tHKdRg0bNhTUKhQ7msXOEBERkY9JdHS08G/Xrl2JjY3FwMCA5ORkYb6Kj4/nyy+/5MmTJ7Rv357k5GQh6Kc4l30MBYaySVAXFxcmTZqEk5OTynELCwtp06YNr169okqVKvzxxx/UrFmTBQsWsGLFClJSUkhJSUFfX5+UlBRq165NzZo1+fHHH3Fzc0NPT4/Jkydz+fJlNm/ezKVLl5gxYwavXr2iQ4cOREVF0a1bN65evUpGRgZaWlqCitCXX34JlCr4tG7dmjNnzvDixQs6d+7MvHnzmDx58ge5JiIiIv984uLiCA0NJTAwkGHDhhETE8POnTuRyWTIZDLGjRvH4cOHqV27Nl27dqVDhw4YGxvTunVroFQqetmyZXTu3JlKlSqxYcMGAgIClLrMO3bsyODBg4H/WXVMmDCh3LHIlcbkqLL4+NTIrWkKCgpo3bo1AwcOFF7z8fHhyJEjVKhQgW3btlGvXj3atGlDmzZtiI6OZvv27ZiZmbFgwQJCQ0Np06YNz549EyxmPya//PILBw4cIDc3l0GDBhETEwNA06ZNSUlJ+SxUf0T+HNWqVStnZSOTyVi6dCnm5uasWLGCvLw8nJyccHV15eLFi0ycOJFLly5x5swZ1NTUBMUbKFXPgFJViODgYFq2bMnjx48xNzfnypUr+Pr6MnToUIKDg/Hy8qJNmzbo6+tz69Yt3NzccHNzUzoWeVK2UqVKAMTHxzNixAgAcnJySEtLIycnR0gKN23a9ONcqL+ZrKws+vXrx8SJE//uQ/nP8SZrjLcV5pTFwcHhQx2WSBkUbaHk9m8ymQwojXWpSsapsuSSWyMq3kuU5W3WTnLKNsU1a9aMoKAg4uLi6N+/P8+fP8fKygqpVMqIESNIS0vD2NgYPz8/Lly4UM7GSVtb+z2vzl9HIpGgr69Pq1atOHnyJOrq6hQUFKCmpkZWVhapqano6ekpqcHIY32mpqZ07dqVfv36AaUxw8LCQjZv3szFixdZtWoVDg4O5ayhw8LCyj1/K6ofnTx5kqZNm7Jr1y7c3d3Lva6Impoa9vb2ZGRkCMXkSUlJnDlzBgMDA/744w+SkpKYMWMGxsbGSKVSUlNTWbx4MTVq1GDWrFm8evWK3r17U6NGDZo3b05qaiqxsbF06NCB9PR0TE1NCQkJwcDAgIsXL7J3715GjRqFs7MzRkZGDB06FIA6depw9OhRGjRoQEhICJqamlSsWJGQkBBOnDjBhg0bmD9//sd5I0VE/qGUbagr2+xbt27dck1sZQv85CQlJdG2bVuhUFAikeDp6Ymnp6dgaSdXxBL5+zA1NeXy5cs4OjpSXFzMunXruH79Onfu3FF65lfMGynGdxs1aoS6ujoRERH07t2ba9euCc0X8fHxnDt3jmbNmgl2gu9LWFgYixYt4tmzZyxatOi99yMiIiIi8nERC3NE/jJ79+5lwoQJtGjRgri4OObNm4eamhq5ublYWFgwdOhQvL29SUtLE7yJofRGVl1dnfr16/Pw4UOys7MFVYKaNWtSUlKCi4sLq1atYteuXUJFMJRWAOfk5BASEoKXl5ew7HUodle2bt0aqVSKmpoaQ4YMQUdHR7hZkmNhYcH27duxtramatWqfP/990yfPh1tbe13rkqXSqVCcEVERETkXdDU1MTBwYG8vDx8fX2JjY1FXV0dNzc3rK2tkUgknDp1CnNzc2GOkkgkrF279pMcn2ISdO7cuXTv3p2ZM2cKSmhlMTY2xtzcnNu3b3P58mVyc3Np3Lgx69ev59GjRzRt2pQWLVoQHR2Nra0t2dnZvHjxAnd3dzIyMkhKSiIrK4vMzEycnJy4cuUKubm5VKhQgVatWvHw4UOWL19OnTp1UFdX5969e0RFRdGoUSNevHhBZGQkVapUITQ0lKCgIDp16oSbmxurV6+muLiYZ8+e4ezsrKTylpSUxJAhQ6hZs6YgDy4iIvJ58zqlBsVEliqZ8JMnTwr/nzJlClOmTBH+VkyQfYoilI+J3FJQQ0OD4cOHc/v2bQAePHhASEgIYWFhXLhwAW9vb9avX8+DBw8IDw8nIiKC7du3Y2RkRGRkJKGhoezevftPWST+Fd6kwFGjRo3Xqhl9TIqLi3F1deX27dtUrlwZGxsbgoKCyMvLY8OGDZibmyOVSmnfvr2ScqgqlVCAVatWcePGDaRSKUuWLBHGKSkpYcqUKcTHx4sd64CJiYnwPKfYVDF06FC++eYbLCwslBKmZVG0yCrbnKGpqcmWLVsIDg6mYsWK6OrqYmpqytGjR4XCHFUWWVAaxF+9ejW1atWiqKgINTU1qlWrRmpqKrq6usJ37d+Gnp4eZ8+e/bsP4x9DSUkJjo6OPHv2jLNnzyqpdAQFBVFUVESLFi1YsGCBUGjxvshkMoKDgzl69KhSAeWVK1eIiYlBKpXy008/cffuXZYvX66yQEPOtm3bKCwsZPz48YwZM4Z79+5Rr1496tWrh4eHB5s3bxYKTNasWUPbtm1VFm6uX7+e7du3C4Wtenp6jBs3Tun+W+Tj8urVKwIDA7GzsyMkJITi4mJ69uyp9L4PGjSIMWPG8OTJEwYMGMCpU6dwcHAQlNvk9z0HDx6kefPmBAQEsHTpUvbv3y8kjY8ePYqXlxdnzpz5260kJRIJM2fOpGvXrqipqdG8eXPWrl2Lvr4+Hh4eREVFqUxaurq6MmHCBNatW0dJSQne3t4cOHBAeJb19fXF1taWr776Cjs7O6D0fkRHR6fcvuRxyEGDBuHr64uXlxfXrl2jWrVqNGnShJo1awq2gBs3bhS269GjB0lJSRQWFtKzZ08CAgKQSqUEBwejoaEhxBqXL1+Ov78/urq66Onp0alTJ/r27UvPnj159OgRFSpU4Pz583h6egqKb5GRkXh4eGBpaYm6ujrOzs64u7vTpEkTfvrpJ4qLixkyZAhWVlZoaGhw+vRpABYvXsyzZ8/IyMigatWqSKVSJbUgEZH/Eqoa6uTI7wmdnZ2Vmtjq16+vVOAnVx5s2LAh169fp1evXkRHR+Pg4MDLly/54YcfmDZtGtu2bcPY2Jiff/4ZdXV11q1bJ6gRyo+hrPtAeHg4kydPxtTUlPj4eCIjI1W6Gcgbp0XejrOzM0ePHsXGxgZtbW0sLCywsbHBxsbmtds8fvyY7t27U7FiRfbu3YtEIlGpntusWTP27dvHtm3bsLKyElRg3wdbW9vXKu2IiIiIiPxzEAtzRP4yY8aMITU1lUOHDmFqasrw4cOFIpnCwkI0NDRIT09nz5497Nq1S9guOjoaCwsL7t69i6GhIdWrVyc5ORljY2PCwsKQSCQcPXqUtWvXUq9ePcHaJCEhgYMHD/LkyRMSExNxc3MjPDycXbt2cf/+fbZs2SIEhuSU7a5UrE6XyWRC0EAxQaOY6E5OTkZbW5udO3e+0YNbRERE5H1R1ekoD86PGjWKUaNGKb2mapli0aD8/yYmJn85yC+nbBI0OzubHj16oK+vDyirPYwePZrZs2cTHR3NuHHj0NDQIDw8nCpVqjBp0iSOHj2KiYkJBQUFODo6Mn78ePr164eZmRljxozB09OT3NxcdHV1efjwIQ8ePKBNmzZcvnwZbW1tFi9ezMSJE8nOzhbWKyoqombNmvTu3Zv169djZGREfHw8jo6OhIWFER4eTnZ2Njo6Oty7d48bN26wcuVKwsPDkclkXLp0CT8/P3x9fenQoYNSwENERETkc+ZNSgmPHz9m8uTJ5OTkkJycLFgrJCcnC6pB7du3x9PTE4DGjRtTsWJFwarh7t27glKImZnZJyvMeR29e/ema9euaGlpffKxDx8+jKGhIZs3b6a4uJi8vDzmz59PQkICixcvxt/fHyivHFo2IaqoErpu3TocHR0FVQWAY8eOUa9ePdavXy92rFPa1NGoUSM6d+6MlpaWUCzQtWtXRo0a9Vb1JFUWWVWrVmXXrl3o6Ohgbm6OmpqaECg3MzOjfv36WFpaUqFCBQ4cOKByv15eXowdO5b8/Hw0NTXZv38/CxcuxNnZmaZNm35wmxqRfyb379+natWqHD9+vNxr8sKI5OTkd9rXu1oRlS2g/OGHH9ixYwcymYzi4mKmTZv22gKNsoSHh1OhQgWCg4Px8fHh5cuXZGZmcuTIEUJDQ8nOzmbs2LEcOnSo3Li1a9dm7969hIWFoa6uTnFxMbNnzy6nsiwm9z8ub7J2knPy5EnWrFlDSUmJUlNcWcravkdERGBkZFTOxunvQvGZulevXvTq1UvpdQ0NDTZv3qy0TLGhTl7sqkiHDh3KjaPKGlqVAqJiHPJtReAXLlxAJpPRqFEjAgIChEK7ssco/7+pqamSck9+fj59+vRh8eLFfP/99yxevJjly5ezefNmEhISBBUgeHel3bKvlR2zoKCg3DmJiPzbUdVQV5YBAwYoNbF5eHgoFfjJMTAwoF+/fri5ufHgwQMuXbqEq6sr/fr149mzZ/Tq1Ytx48YRFhZGWloabm5uHDt2TNi+rPvAoEGD+O677zhy5Ai6urqCberr3AxE3g2JRMKWLVveuI7iPD169GiVarj/RPVcEREREZFPj1iYI/KXUVNT45dffmHw4MFMmzaNpUuX8uTJEyQSCZs2baJBgwb06tWL4OBgJY/lvXv3Mn36dMaMGYOWlhZLlixh6NChFBUVMX/+fMHDePny5ZiZmVGxYkWlcV1dXUlKSiI3N5eBAweSkJDA0qVL6dOnjxAYeleio6Pp2bMn+fn5BAQEMHToUAoKCjAwMGDPnj0qt1HV2Xr16lUmTpxIs2bNePr06ftdUBEREZHPgJs3bzJ+/HiWLVv22nU0NDS4fv06kyZN4osvvsDExITff/+dr776inbt2uHu7q7UqdimTRvS09NZtmwZKSkpaGlpsXXrVtatW8fatWspLi5GU1OTGjVqcOTIEfT19bl//z5VqlShU6dOFBYW8uLFCyIiIigsLCQ5ORl1dXWKioqEhGhcXBzFxcV88cUXgspbTEwMDRo0ID09ncTERMzNzdHQ0BAS0iIiIiL/FBQ7pv8MbyrM2bVrF3379mX06NEMGzYMW1tbgoODX6tCUjZJU79+ff744w8Afv/99/c5rQ+KquT3p+LWrVt07twZKA3g+vn54e/vj0QiUbpuZZVDr169qjIhKpfKb9WqFUlJScLyuLg4fvvtN06ePPmP6VifPn06xcXF/PDDD0qKIB+b/Px8KlWqxPz581UWJ7Vs2fKthbaqLLIUUVVsJldtlaOonCUPzDdu3Ljcth06dFCZnH0d71qIIfLPZc6cOZw9exZ7e3sKCgrIz8/H2dmZb7/9VlClkRdLAIJCb3JyMh4eHmzbto2OHTtibm4ufNbfpjhTtoBSkbcVaJQlKSlJuCc2MzPj0qVLJCYmEh0dTZcuXd44riqLDlUqyyIflzdZO8nx9vbm3Llz5OfnY2lpCaDSaqlhw4YqrTg+ho3yfxHFJO2bLMqgVMFBUblHKpXi4uLCxIkT6d+/P7Gxsbi4uNCnTx/MzMxo2LDhXz6+smNOnz4dZ2fnv7xfEZHPCTMzM5YuXSr8/TpbQcUmNh8fn3L7ka87ZcoUmjdvTmBgIKampmzcuJGpU6dSs2ZNDAwMqF+/PpqampiYmPDkyROlfSi6DzRo0ICHDx/y9OlT6tSpAyA0XLzOzUBERERERETk0yMW5oj8JRRvOvft2weUyubJiYqKYsuWLaipqQkexYBKi6fr169z8XW8ywoAACAASURBVOJFoLRj7Pr16/Tp04fevXvTpEkTQUJ13LhxwkO/uro6R48e5cqVKwwYMIDt27cr+XW/jaioKG7dukVeXh6nT59m9+7dbN26lWPHjlGpUiUWLFhASEiIcCOriKrO1iVLlnDo0CFu3bqFg4MDdnZ2DB8+nKioKKKiotDR0cHf31/oKtPT0yMpKYnDhw9Tp04dlRLR/3XeNwElx8PD460BDRERkT9Ps2bN3mrr17hxY7p27aoUtCiLvIhSJpOhqalJXFwcU6ZMwcLCgoiICBo3bkytWrXQ1tbm66+/5tatWyxYsABfX1/U1dWpU6cOzs7O5ObmYmhoSFhYGGvWrKG4uJitW7fi6enJl19+iZ+fHwkJCTx58gQPDw8SExOJi4tj1qxZ7N+/X0iMBAcHC4puMTExH/SaiYiIiLyJd0nAP3nyhM6dO6Otrc3w4cPx8/NDR0eHjIwMAgICaNCgAT4+Phw5coQKFSqwbds2goKCiI6OxtTUlH379jF58mSl+dvOzo6RI0eWK2qvWbMmXbp0KadCUpZatWphZmaGtbU1zZs3R1NT869fjM8UU1NTLl++jKOjI8XFxaxbt47r169z584dJkyYIKxXVjlUVUJUvl7z5s25ceMGU6dOVRrnY3WsFxcXA/zpYpDVq1d/sGN4V9LS0vjuu+9UWnpmZWXRr18/Jk6c+MmPS05Zy7HBgwfz+++/4+PjQ69evdi0aRNbtmwhOTmZ1NRU6tWrx9atW9m2bRsnTpwgNzdXsD5RtAwyMTHhyy+/RE1NjVatWrFy5Uq+/PJLnj9//sbGEjnyIiKxM/fTIL8P3rRpExUrVkRNTY0uXbowY8aMd95HZmYm7u7u1KlTh2+++eatijOqiiTky95WoFGWBg0aCLYI8uLLBg0a8H//939CDEg+B5UdV27RIf99Ky4uVqmyLPLxeZ21kxxHR0dsbGywsLCgevXqQGlSecqUKQwYMEBYz8XFRaUVx4fkr8xRhw4dwsbGBj09PZWvv+35dfTo0Xh4eHDz5k2Kioro3bv3nz6GT4WamppK5R74X3y2RYsW5QqzX2fHKo/TKr6uSsnhdWOKiIiU8i5NbKpQZZFlYGBAcnIyBQUFpKWlKTU8A0ruA4mJiRgaGqKjo0N6ejrVq1cnISEBKC2qVOVmICIiIiIiIvLpEQtzRD4qZmZmXLx4kYMHDxIYGPjGdVV18soDw9WqVeP+/fsAxMTE0Lp1a6XundcFht5GVFQUt2/fFrpRzczMOH36NOPGjSMtLY2MjAyaNGmisjBHUeo3NTWVkJAQcnJyqFevHhs3bqRp06aEhIRw9epVwsLCCA0NZefOnWzYsIFBgwaRnZ1NcHAwAQEB7N+/n44dO5aTiBb584hdpSIiny+ampr06NGD8PBwtm7dSkhICNbW1uTm5jJ+/HhiYmKoUKEC165dQyKRcO/ePXJycjA1NSUiIgINDQ2Kioqws7Nj6dKlTJ06lSpVqhAcHEzfvn3x8vKiVatW7Nixg3bt2jFkyBAmTZqEgYEB9vb2bNq0iVmzZjF06FCMjIwwMjL6uy+JiIjIvxyZTMaqVasoKSkhPT2diIgIQSVh48aN5ZLtWVlZWFpacvv2bcHm7/Tp00RERODj44OHhwchISGEhYVx4cIFvL29Wb9+PTt27HhtMsrc3LxcIaI8EaNKhUTRKlGe0PHw8EBDQ4Pdu3eTmJj4YS/SZ4SzszNHjx7FxsYGbW1tLCwssLGxwcbGRmm9ssqhqhKiAOfOnWPdunXY2toKna/ycVR1rJeUlDB58mSOHj1KXl4edevWpXbt2jRv3pyYmBjy8vJo27YtZ8+eFZR5HBwcsLGxYd26daSmptKoUSO6dOlCQEAADx8+pGHDhqxatYqFCxdy48YNtLW16dOnD0lJSYSHh6Ouro5UKhVUN3799VeGDx9ObGws1atXZ8qUKbx8+ZIjR46QkZEBQM+ePTE3N8fPz49KlSrh6+urZEP8rhgbG7/2c62np8fZs2f/9D4/JGUtx6KiosjIyMDV1RUnJyfq1q0LlHYzb9u2jcmTJ3P58mWgNNGye/duMjMzWbRokZJlkJubG1KpFA8PD0pKSrhz5w76+vocO3bsvZQqxOenT0NSUhLffPMNL168ID4+/o12QaCsOmJoaCjMAe+rOFO3bl369euHl5fXGws0ytKhQwc2bNhA165dqV27Ns2aNcPAwIDevXtjY2ODuro6dnZ2LFy4sNy2couOzp07U6lSJTZs2MC3336Lq6trOZXlzw25zdCbGhD+LHK1pLchlUpVNru9bt03WTvJx1u0aJGSkilA//796d+/f7l9/lOsOFTNXYcOHaJly5avLcx5V95k7yYiIvLf5V0aP9+liU0Vqiyy1NXVcXNzw9raGolEUu73WtF9YOrUqWhqarJw4UKcnJxo3LixcK8JqHQzEBEREREREfn0iIU5Ih8VmUxGeno6Dx8+ZNy4cURHR7N9+3bq1aun1OVnb29PREQE7dq14/vvv2fhwoU8ffqUO3fuYGBgQHZ2NjKZjDp16qClpcXTp085efIkwcHB1K5dm5kzZxITE0PNmjX54osvsLa25vbt22RkZGBgYMDOnTvx9/fn5MmTguzj8ePH2bhxI6mpqRQUFLB8+XJ27dpFQkICUqmUXbt24e7urjK4mZyczIQJE7h37x75+fmYmZkREhJCtWrVSE1NZfTo0axcuZIRI0bQpEkTJQ9uebdZ8+bNkUgkGBsbk5CQoFIi+r9IcXExrq6u3L59m8qVKwOlnrnBwcFMmjSJcePGERwczIIFC4DSDkR7e3ukUikWFhakp6fz448/0q9fPypVqoSWlpaoliMi8jcgD1jIZDKcnJwoLCwkPz+fffv24eHhUU5FbMaMGeTl5TFmzBjCw8Px9PRET09PSPBeuXKF+vXrc+jQIQIDA3FxceHq1at0796dLl26MG3aNFxcXOjYsSPt2rVDQ0ODZ8+e4ePjg5qaGiNHjsTAwAATExN+/vlnpFIpsbGx+Pv7c+3aNSVVrvDw8L/rsomIiPwHefXqFUFBQVhZWSktT0lJKZdsr127NoWFhTRp0oTdu3fTqlUrNDQ0MDMz4+rVqwwcOJD09HSsrKwYN24cu3fvJiUlhSdPnrBgwQKlBGJ4eDhz586loKCA8ePHM2bMmPc+B3d3dy5duoS6uvpb1Tr+zUgkErZs2fLW9ZYvX670u6MqIarYxS5HsYtdVcf6sWPHePHiBW5ubpiZmbF7925+//13bt++jYGBAcOGDePRo0fo6ekxYMAAUlNTycjI4M6dO1SuXBknJye8vLwYPnw4zZo14/Lly4wYMQJ3d3caN26Mvb09ixcvJiEhgblz5+Lk5MSvv/4KIFjarFixAiMjI3x8fFi6dCmBgYG0b98eAwMDRowYwYkTJ7hz5w6JiYmcPXuWSpUq/WttT1RZjk2cOJGePXsqJVYUm0Tknc23bt0CUGkZZGtrS2hoKEOHDqVnz56MGDGCVq1aMWzYMNq1a8fMmTPLHcurV68YMGAA+fn56OrqUqVKFb7//ntatmxJr169aNGiRbn5wNvbm6CgIPLy8tiwYQPm5uZIpVIsLS05efIkEydO5Ny5c8TExLB8+XJ69OjxMS/nZ8/69euZO3cuUqkUKyur137u8/LyAJQKJhWLD96kOFM2YahYQKnYId+sWbPXFmjI15dbFEGp2o+GhgY+Pj7Uq1cPgDFjxpT73VBVuDllyhSmTJmitN7BgwdVnrvIvxO5Mun48eMFReMffviB4uJisrKyOHnyJFpaWkpzlHw+WbJkCSEhIUgkErZu3QqUfvZq1KhBr169OHfuHMnJyUgkErZv305QUBBxcXH079+fVq1a4e3tzfPnz/nqq68YOXIkHh4epKamkpycjImJCZs3byYpKYkhQ4ZQs2ZNcnNzlY7Z3t5eSe1aS0uL8+fP4+TkxNOnTzE1NRXVrkVERP4yqgp+5BZZo0aNYtSoUUqvyX9vzc3NBfcBOe3atSMiIoLnz5/TvXt3YXlZNwMRERERERGRvwexLUrkk/DgwQM2btzIunXr2L59O5GRkUilUs6ePcuaNWtwdnYWbhy7detGxYoV2bJlC5cuXaJt27ZIJBKGDBmCvb09ISEhWFlZYWhoyKNHj3B0dERdXZ34+Hhat27N/v37MTAwwNnZmZCQEKRSqaCkY2hoSGBgIMbGxvz++++4uroyaNAg2rVrh4ODA4cPH6ZVq1YcOXIER0dHkpOTX3tOdevWxcbGBnd3d54/f46fnx8nTpygffv2zJs3DyMjI9q2bcuZM2dYunQp/fv3p2fPnoK/7NWrV9HV1WXmzJlkZ2fToEEDIfgml4guy/Tp08t5fP/bOHz4MIaGhpw7d47jx48DMHDgQC5cuCBIuHt4eHDq1ClOnTqllMRwcXFh586dbN68mfHjxxMYGCgqD4mI/APIy8vjxIkTTJw4kbVr1/L8+XNCQ0MZPHgwGzZsAEq9sV1cXJgzZw5mZmasWrUKR0dHunXrxsqVKzl79iwbN24kMzOTrKws8vPzKSgoYOvWrfz2228AvHjxgkuXLpGSkkJKSgqXL1/G3Nwcc3Nz1q1bx8uXLwkKChICHmpqagwaNOi9rfJEREREPgRllULkydrGjRsLyfYffvgBAA0NDfz9/Vm5ciV3797lxo0bFBUVER0dTe3atalUqRINGzakV69eBAYGMnDgQIyNjXn+/Hm5cRctWsSRI0e4cOEC/v7+vHr16r3PwcfHh9DQUM6ePYuBgcF770fkrxEXF0dwcDBeXl4MHjyY06dP06xZM9LT04mJiWH8+PFAqf2Yubk5ZmZmVK9enYyMDExMTGjXrp1QCHL69GkaNWrExYsX0dDQoG7duuzbt4/OnTtz+fJlLC0t+f3332nXrp3w+YTSQpJnz57Rtm1bzM3NqVu3LtnZ2RgaGtKyZUtq165NjRo1cHNzY/Lkybi6ur5VOeRzRW45JpPJuHDhAkuXLuW7775j8eLFfP/998J6itYFjRo1ori4mGHDhgH/U4aVyWTIZDJOnz5NUVERS5YsYdeuXfj6+pKfn8+MGTPw9/cnKChIUCZS5NChQ1hYWBAUFETVqlUBePbsGbt372bs2LEq54Ovv/6ac+fOCXOOnP79+xMWFsa8efPw9fXlxIkTb1RcESmld+/euLm5MXDgQLS0tN64npWVldDQU5Zvv/2WpUuXYmdnh729Pffu3ftYhywwbtw4bGxsOH/+PC4uLh99vM+Jp0+f4uzszMCBAxk/fjz29vbCXJuSkoKdnR2Wlpb4+PgApYphUPo+yu3MyqqzhIeHC0Vw8uLHY8eO0a5dOyZOnCgUY4WHh9O2bVuGDBki3Es8evQIZ2dnunTpUq4g6p/G0aNH6dWrF2fOnFE5R8XExJCWloZMJmPt2rV4e3sD8PDhQ3bv3s2IESNITU3l3LlzhISEUK9ePRwcHPD392f27NnY2Nhw7tw5Ll++zMaNG4VxW7RoQXBwMCkpKeTk5LBixQp8fX3Zt2+foNStSHZ2Nnv27GHmzJk8evSI8PBwHj16hKenJ6ampm89T7kSuIiIiMinICwsDFtbW6ytrZk9ezYA69at4+DBg/Tt2/dvPjoRERERERERMRMl8klo3LgxFStWxNjYmJycHGxtbZkzZw5Xr15l8ODBZGdnExkZSXBwMFKplD/++IM5c+ZQp04dJRupkpISBgwYwNSpUwkKCmL+/PkcP34cbW1toLSLODs7m7i4OEHSPyUlBWNjY/Lz87GxsaFr167cu3ePYcOGsWPHDtLT02nUqBEBAQFER0cTHBxMZGQkPj4+HDlyhB07dmBnZ8fOnTtZtGgRampqrFq1ijZt2jB58mT27dvH3r17OXLkCFevXsXW1hZ9fX1iYmJYvXo1s2bNYsmSJTx48AAdHR2qVavGzZs3KSkpITs7m+3bt/Pjjz+yevXqchLRZVm9evUne8/+Lm7dukXnzp2B/3UGtmzZEk1NTeFvNTU1dHR0AFBXVxe2lXcNJiYm4ujoCJRPdomIiHx6FDvB3d3dhSC0oopY586dX+vBLf9uP378mMmTJ5OTk0NycjLp6enY2Njg4eFBcnIytWrVomLFinh6ejJ58mS0tLT47rvvMDIywtraWkmJ7Pz588yZM0co+BP5a5SV89+2bRutWrUS3jsREZHXI7+/KauSIE+2SyQSunfvzrBhw7h//z52dnY8f/6c6tWrY2hoSN++fXn06BHTpk3jjz/+QFtbmy1btqCurs6pU6f49ddfMTExYd++fQwfPlwYNzo6GmdnZwAyMzN59OgRxsbGn/js/3u8q/3I+2BqakqPHj1o2bIl33zzDfn5+YJlUv369YVikAcPHhAdHS1YQjZv3py0tDQkEgkNGjSgffv2VKhQgX379lFQUEBeXh6ampp4eXlhZmbGihUrCA8PZ8aMGUJzQ0FBAZqamjRo0IAHDx4QERHB9evXycvLo127dmRmZqKmpiYca/Pmzfnyyy/ZtWsX27ZtY+7cuR/tunwsSkpKmDJlCvHx8VSqVInBgwfz+++/4+PjQ69evdi4cSNeXl6sXLmS/Px8TExMmDhxIiNHjqRp06YEBgaSm5uLubk5zZs35+XLl9y9e5cOHTqwY8cOxo8fT2JiIjdu3KBatWrUrl2boUOHsn//fh4/fkx2djaWlpbcvXuXAQMGkJiYSOXKlTl79iyDBg1SOrb27dvTtm1b+vTpQ0JCAlWrVqVu3brCs5Sq+eDYsWP4+/sjkUiU3jv5s1mzZs0E28/s7OxP/wZ8JpiYmAhd72ULMBRtf+TreHp64unpqbSeoiWGgYHBJ1ecEe+XVfPs2TNGjBiBt7c3e/fupVq1amzevJnu3buTk5ODj48Pnp6eWFtb06NHD0aMGEHTpk2Jj48nJSUFDQ0N0tLSlKxG4H+Fs1WrVqVbt24MGzYMb29vzp07R3Z2tqCg9d1333HkyBF0dXWpX78+AN9//z3z58+nU6dOzJ07l0uXLtGpU6dPfm0UUZw/5MXHLVu2BBBihPfv3xeeGeXPD3FxcchkMqGpolatWgC0adMGdXV11NXVGTVqFMOHD6d+/fp89913SuNGRETg6elJQUEBsbGxwnL52LVr1+bJkyckJiZibm6ORCIhLy+PQYMG8eLFC16+fIm9vT3NmzfHzs4ODw8PCgsLSUpKEqzpGjduzOPHjwkODsbe3p7Ro0fj4eGBTCbjxIkT5Obm4uXlxbVr14Tv0Zo1a8Q4lYiIyEfD1ta2XHGvKvU6ERERERERkb8HUTFH5JNQ9kG8qKgIb29vOnbsiK+vL0FBQYIH9MGDB6lSpQpnz56lRYsW3L17l8ePH1NSUkJsbCwFBQUcPXoUKFVSGTNmDMHBwUr7NzU1Zc6cOaxevRpra2siIyNp3bo1ycnJnDlzhqpVq7J9+3YMDAyYMWMGbm5ugmoDlAarQ0L+H3tnHldT/v/x523RKqEilBDNWMuSrXLbREjGTrKlwc+SwdgTX4bxtY2dyjd7xlZElqQQMVIxZG0ZWyglS6W6/f7occ/cW9lmrDPn+Y/rnuV+zrndc87n83m9X69IYmJimDt3LgsWLODBgwecP3+eU6dO0aZNG6Akbz0uLo7i4mKuXbsmDBj4+PgwdepU5syZQ7du3ejYsSOnT5/G0dERX19fevbsyaNHj9DU1OR///sfly5domnTpuzYsQN7e3saN24sCI5at26Nvr4+UGJtWVhYiJ+fX5lqrNu3b9O6dWu6d++Oo6PjG91+vmQsLCyIjY0F/qwsUvz7kb+fk5NDTk6OkoOQfGKrTp06QuVpfHz8p2i2iIjIG1CsBB80aBBxcXEAXLhwgXr16gHKFv3q6urY2NgIIg/5su3bt+Pu7k5UVBTt27enuLgYiUSCtbU1kydPpl+/fkCJACgoKAipVFpuFAggCHUaNGjwUY7530ZCQoLSZPOQIUPeKsoRYwZFRJQp7ZKQlpZGhw4daNu2LYaGhhgZGVGrVi1OnDjBxYsXhf8fOHCA2NhYatasiUQiYdq0acycOZPJkycLE3XTp0+nV69eSsJvKysrDh48SFRUFPHx8aIo5wMTFRUlRK/KSU9PZ/78+QBCdNnChQu5d+8eCQkJXLx48W99ppubGzo6OixbtozKlSvzzTffoKGhwYQJE6hYsSIxMTE8evSIjIwMVqxYwb59+9DT01OKrDE0NOS7777j8uXL6Ovr06BBA3x8fLC2tqZixYo8fPiQli1bYmtri76+PhcvXqRmzZqCA8jkyZNJT0+nW7duXLt2jU6dOgmCekVmzJiBnZ0dv/zyC926dftbx/25CAsLw9TUlMjISMaMGSNEg3l7e9OtWzdMTU1xdXVlzJgxPHnyhNatW9OsWTMCAgJYtGgR586dw8zMDFNTU3788Uc6duzIwYMH8fX1pXr16kDJBP358+fJzs6mZs2aTJkyBX19ffbv309mZia5ubk0aNAAPT09UlJSePjwIX369CnTths3bhAcHIy1tTW2trZoamoq9bHKux6sWbOGqKgo/P39lWKX5NuVN9n+OrKzs9m7d++HPP0iIp+dXbt2YWlpSaNGjYCygo/bt28LAgwrKytSUlJo37490dHRaGhooK2tzbFjx4TCJDlyoZy9vT3p6ek8fvwYFRUVdHV1MTExEZzpcnJyqFWrFjo6OkJBW1JSElOnTkUqlXL8+HHu37//qU7Ha6lUqZLgRCMXH5e+fpQ3hmNhYUHHjh0Fx7DNmzcDf/YNi4qK6N+/P1u3buXx48fMnj2blJQUYYxo0aJFBAQEEBERQaVKlYTPk3/2uXPnlD5779695OTksGTJEkFE9/jxYyVRD5SMN9WpU4clS5YIY4Ploa+vz8GDB6lVqxb79+/n5MmThIaGMnfu3L94JkVEREREREREREREvnZExxyRz8L58+eZO3culy9fxsPDg8zMTExMTPD19aVJkyaCA07Lli15+vQpu3fvRlVVlVq1apGdnU23bt34/fffady4MaGhoWWEG97e3owYMYKrV6/y5MkTLl68iL6+Ptra2gBUrFiRChUqEBsby+HDh9HR0RHswgFSU1Np2rSp0IY5c+aQlpYmvNeiRQuOHj0KlEzuJiUlcePGDWbNmkVAQABQMuAgX1/evmPHjuHg4CBUTsXHxxMVFYW6ujo7duxgypQp/Oc//8HR0ZHExESysrLYsmULEydOLHMOGzVqpFSNtXjxYn755RdatWqFpaXlB/uuPhVyt4W5c+dy4MAB7OzshL+D0vj6+tKxY0eKi4vLHdTw8vKiZ8+ebN68GQ0NjY/ddBERkbegrq5Op06dyMvLY8+ePfj6+mJra0vFihXZvn072dnZSut36dIFd3d3QXgox8HBAU9PT0JCQpTeHzhwIFKplB07dgAwcuRIUlJSyM/PF+zfRT4NOTk5eHh4oKmpibe3N2pqaixbtgyZTEZmZiZHjx5FXV2d3r17c+nSJfr160enTp2UKsZFRP5NSKVSQaRWnkvCqVOnlP6vKIALDg4uI/x4H+bMmYObmxsymYwqVaqwZ8+ev7yv0kilUiIiIsSowFJUr16dGTNmKL03depUoKSfUFhY+Leq6CUSCatWrWLVqlVlln3//fdASSRss2bN8PT0xMnJSViueB0eOnQoQ4cO/cvtkIvsy0PxM792kpKSCA4O5siRIxQWFtK2bVu+//57OnfurBTtpOgceOvWLcHddf369dy6dUsQ0JUnaC3PyQbKOooCQmSyiopKmbZZW1sTHh7O9evXadCgAbVr1+bGjRvCtuVdD6ytrbGzs8POzu5vnyu5MOe777772/sSEflSGDp0KHfv3hX6JqXFJnXr1iUuLg47Ozvi4+MZO3YsZmZmdOnSheHDh1OxYkWWL1/Ozp07lfZrZWXF7t270dHREdzIZDIZL168ICsrS7gO6Onpcf/+ffT19bl16xZQImbx8PAQrify2KvPiaOjI//973/57bffXvtc4O7uTq9evXBxcaFy5cpAiTNO9erVkUqlSCQS+vfvT8eOHYVtnj17hpubG0VFRejp6fHq1SvU1NQYPXo0vXv3pkePHnTv3h1LS0thn+UxadIkBgwYwLNnz6hRowbx8fGCS5WhoSGNGzfm7t27wvqtW7emqKiIyZMnY2hoSFpamrBMUaSo6OicmJgoOB2JfF4SEhKIi4tj+PDhZZZt3LiRYcOGvXZbGxsbTp8+zZAhQ5g5c6aSsPlNvG2/IiIiIiIiIiIi/x7EkVKRj4riZAOU2DjL3QtiYmIYNmwYOjo62Nracv36dWxsbHjy5Ak1a9ZETU2NCxcuoKWlRdWqVXn06BFFRUUUFBQQERGBsbExP/zwA5cuXSI1NZU//viDoKAg2rZtS4sWLfj9998ZMGAAOTk53Lx5kxMnTiCRSEhMTEQqlWJlZUWDBg0E0UtBQQExMTFCO+XVOnJHh9q1awvVPYouLAMHDmTSpEnk5OSwdOlSnj9/jqurK1WrVi1zPsaOHcvMmTPp0aMHlpaWPHjwAHt7e1RVVWnUqBFhYWFUrlyZhQsX0qVLFypUqEDv3r3LFeaUrsZKSUmhadOmqKqqCsu+RlRUVAgMDCx3mXwyysXFBRcXl3KXAVStWvWjxgSIiIi8H5aWloL7DaA0WQUl1YRy+34ocR3z8fEBoGfPnsL7VlZWwnVYEYlEQt++fYWBXtFu//Pw6tUr2rRpg4aGBtnZ2bi7u1OjRg2ioqLo1q0b+fn5rFu3jtWrV1OpUiXMzMzeOEguIiLyZhTjUUD5uVtRZOHn5wf8KYiQTzZZW1tz/PjxD94uuePhv4379+8zcOBACgoKaNq0KX369CExMZHOnTuTn5/P7t27ycnJYebMmUrfm3xyZ8OGDWRmZnLixAn09PT4v//7Pxo3bszy5csxMTFRuh+KB5u7ogAAIABJREFUfBlYWFjg6ekp9NXy8/Pp3r07s2fPZuHChcyePRsoEde4uroKzoGZmZk4OjoK32lBQYEQGVWa8ibooayjqEQiITMzk6pVqyKTycq0raCggNzcXB4/fkxwcDAjR44UxFpQ/vXA39+/THsU+1iK8UqKr+WcOXOGCRMmoKOjw7Vr1ygqKkIqlbJr1y5CQ0PLxLo0a9aMhg0bcuPGDdatW0erVq1ec+ZF/in4+PiwZMkSVFVVlV6/Cbl7ivze9imQT8aXRiKRsH79evr160dmZqbghCZnypQpDB48mFevXtGtWzfBmS4rKwsbGxt0dXWZNGkSFhYWStuVJ5SbMmUKdnZ2NG/eXHDUmjVrFt26dcPc3FyIw5o+fTre3t48ffoUFRUV/P39qVOnzsc4Le+M3LFNkfKeV+TO2IrMmDGjjKBVfg/V19cnIiKC3r17k5+fz7Vr12jcuDGmpqYEBwejoqJCaGgoUCKi6t69Ow8fPmTw4MFAybiRmZkZMTExqKmpoaqqSr169QgJCeHq1atIJBLy8/OFqL67d+/y5MkT7OzsaNu2Ld27d8fT05PCwkKGDx/OunXrlNx1FB2dW7Vqxe7du4GS67HI58PS0vK1xYwfS0AjCnNESvMmgVh5vO1v6F3voSIiIiIiIiKfH1GYI/JZ6dWrF3369OHBgwdcv34dgB49euDh4YGdnR3GxsaMGDGCgwcP0r9/f5o0acKUKVOE7efPn4+enh7NmjVj/fr1zJ8/n8zMTHx9fSkoKKBfv37Y2tqyYsUKpk2bRkZGBjNmzKBly5Zoa2uTmpqKg4MDUPIQK7dZr169Ovb29rRr144KFSqwadMmjI2NadGiBba2tjRr1kxoQ4MGDXjw4AH+/v5079693OOUDxz06tULb29vLl68iIuLC8bGxsLgu5zi4mIaNGhAdnY2hYWFr82PL8/69/Lly7Rs2bKM1e7XwuXLl+nWrRtPnjyhf//+aGpq4uXlhZ+fnzBws3z5coqLi8nMzGTUqFFs3LgRTU1NwsLCygxQi4iI/PM5deoUP/74oyjG+QL4/fffMTY25urVqwwbNowdO3YwceJECgoKWL9+Pbt27WL58uX07duXVq1a4e3trTQpKCIi8mUSFRXFkiVLKCwsJD8/nx07djBgwAAKCgowNDTk119/5c6dOwwdOpSqVavi6uoqbLt9+3bOnTvHL7/88hmP4NNgYGDAsWPHUFNTw8PDg5s3b5KXl8exY8fYuXMnGzZsECIXy8Pb25vCwkK8vLw4ffo0wcHBzJs3j/DwcGFi8UPwKSez/+m4ubkxbtw4oT8plUrp0aMH33//Pb169RL6ZElJSTg6OmJiYkLbtm2xtLRkxIgRrFmzhuLiYhYsWPDaz3hXZ6sFCxbQrVs3NDQ0GDlyJH369FFqm4+PD82bN2f16tWCI8XHFtEdOnSIn3/+GalUSkpKCrNmzWLr1q1kZGQIsS5ZWVkMGzaMkJAQ7ty5Q0xMDE+fPuX7778nLCzso7ZP5MMgk8kEAYLi63dh+fLlSq+Li4spLi5m06ZNFBcXM2TIkE/ax3+f9iuKYeWCCzmKUbrlFQwpOqxkZGQIr98knHVzcxPcs+S0aNGCuLg4Xrx4ITjJGBoasm/fPqKiojA1NaVOnToEBQUJ95d/Grt37+bGjRvUrl2bx48fk5eXx/79+9HV1eXFixdMnz6d0aNHc/78eRwcHHj+/DkzZsxg+/btXLp0CYDRo0ejoaGBgYEBT548ISEhgRcvXlC/fn169+7Nw4cPycvLY/To0XzzzTds3ryZxo0bs2HDBuHv9Pz583h5edGwYcMybTQ0NKRLly7Y2dmhqqqKg4MDs2bN+tSnqlyCgoJo0qTJWyOI5aSmppKcnIyDgwPp6ekEBgaWEU7JkbtiOzk5ERERoVSo8zFQFC4oihTkv0e5CEzergMHDtCsWTMSExPZtGkT58+f5/Lly0ilUlauXElaWhqLFi2isLAQX19fId5MkdzcXIYNG8bDhw8xNDRk69atvHr1ig4dOqCjo0PdunXp0aOHsN8ZM2bg7Oxc5jyZmppSt27dj3p+RL4s3iQQK4+3CXMU76ciIiIiIiIiXzaiMEfkb/G+Ay+lcXV15fnz54DyILGilW9UVBSOjo7MmzeP69evC1ah8iqp48ePo6WlJWRnGxoaYmRkBICamhrjxo3j5s2bwiCEra2t8FmlO0TwZ+XOtGnTmDZtmtKy13Ukq1atSufOnd96vMOHDycyMpKCggI6dOjAtWvXyl1PU1OTbt26oa+vT4MGDd5J8T5p0iQGDhyIkZERlStXFqopvzYOHDjA/PnzhVzw0hQXFxMaGspPP/3E+fPnOX78ON7e3sTHx/8t638REZGPQ2nntA+Nra0tZ8+e/Wj7F3l3qlWrhra2NiEhIdSoUUNwnqtSpQo6OjoAvHz5EisrK27dukWDBg24dOmSWBEvIvIVoCgw2bhxI2FhYWhpaTFz5kwiIyOpX78+jx49IiIiAlVVVTZv3kxwcDDnz59nxYoVn7v5nwS5aDw7O5vU1FTq16+vFGF07Nixd95X+/bt8fPzIzU1FWNjYzQ1NT9Ws0X+BhKJhJUrV5a7TD5Rv2vXrjKxYVpaWkquSVASjaLImyboFSf65a/bt2/PmTNnlNZbuXIlr169onfv3qxZs4bKlSvj4+PDpk2bhHibc+fOMWXKFAoKCvDy8mLo0KEsWLCAw4cPk5eXx7p167CyskIqldK+fXuOHDnC999/T3R0NJcvX2bRokW4uLgwePBgUlNTUVFR4fjx46ioqDB69GjmzZtHYGAgY8eOFdr1ulgXc3NzdHV10dXV5enTp+WeV5Evg6ioKJYuXUpxcTFt27ZlyZIlFBcXM27cOCIjI7l37x7q6uq4u7uzb98+KleuzN27dzE3NycqKopKlSrx9OlTpFIpxcXF2Nvbs27dOpo0aYKlpSW//vorGRkZbNy4kZYtWxIfH8/169epV68eFhYWgjtMaWQyGSdPnnxjMc/o0aO5fv268DtMTEwUjmX06NEUFRWVOxmfn59P165dhWu5g4MDR44c+azjLjExMfj6+vLs2TN8fX2VlkVFRWFjY/OPn+wPCwujVatWbN68GVtbW549e8atW7ewtLSkuLiY8+fPM3r0aFRVVdm3bx9nz56lf//+SvtITU3l9u3bGBgYIJPJWLFiBbt37+b06dMcPnyYsWPHkpiYyODBgzEzM+PJkyfo6+uTnp5O7dq1MTExITAwEHt7e+Hvo3RM79+NiPxYvG+ccGpqKpGRkTg4OJQbz/mhkY85v8vYs6Jw4V1ECunp6Zw7d464uDg2bdpE9+7dUVVVRUtLi/Hjx5Ofn4+VlRWJiYl4eHhw+/ZtcnNzadeuHSkpKVStWhVDQ0MSExOpVq0ajx49Yvfu3Rw/fpwrV65gZWVF7969cXJyQlVVFYlEgr+/P87Ozkr3TDs7O2xtbf/xv9V/O/J7jPz+4+XlRVxcHPPmzaNZs2ZKIjFTU1O+++47JBIJTZo0wcnJSUncpaenV+bZTR4jPG/ePO7evUtqaipmZmYEBAR87kMXERERERERKYUozBF5K4WFhQwaNIh79+5Rs2ZNhg8fzooVK4SHyrS0NIKCgujQoQPnzp0jKirqtYN5bdu2JSIigpEjR76zXSMgTO4lJibi6OjIlStXyMzMJCoqilOnTnHs2DG2bdsGlHWSMTQ0JDU1lYKCAu7du0elSpU+6Pnp0qULjo6OVKhQ4a3rvs79JicnR3idnZ0NIAweBQYGsnjxYuDPgVdFEZO8+qOwsJDY2FiKiopo37491apV+wtH83mRR3DVrFkTiUQiWPwq5nQrRngZGhoKr+X2wiIiIiIin4dKlSoJlYK3b98W7PoV78va2tq0bNmSTZs2ERcXR40aNb5aIamIyL+J0gKT4cOHc+/ePR4+fEj9+vWpX78+zZo1UxKTL1iwoNzoj38q27dvx93dnSFDhjBw4EA6dOggOKEkJiZSr169N26vrq5Ofn4+UHLdtLa2ZvLkye/VZxIRKU1ISAjW1tbMmDEDb29vACURnYuLC/v376dixYo4OzszcOBAxo8fz7Rp07h16xazZ88W+tm9evXC19eXGjVqcPXqVYqKihg5ciQODg7cvXuX6OhoiouLhft+5cqVWbNmjRDzJo/feV2sy61bt3jx4gVPnz5VcpQV+TJ59eoVhw4donnz5rRo0YL9+/djbGzMgwcPsLOzQ0dHB1dXV9asWcOVK1fe6sihpaWFpqYmwcHBvHz5ktWrV3PkyBE2bNjAt99+i5WVFSYmJly4cIETJ07wxx9/YGpqip+fH82aNaNJkyY0btwYExMTzpw5w7fffouWlhbnz59n/fr1SKVS6tSpQ/369YmMjCQ8PJx169bRtm1bXr16xeHDh5HJZDg4OBAZGYlMJqNz586CMEdDQ4PatWtz69YtioqKMDc3/6TPsFFRUeUKjnR1dWnYsKFQwLZ8+XKMjY0JCgpi3759ODk50aRJE44fP87evXsBOHjw4AdzInrfOJb34V2dROSCDYlEonQN0tbWVorxkkgkwjqlUTwfqqqqwjq3bt3i4cOH9O3bl/j4ePT19Tl37pwwFqWrqytsV95+PxSlJ/X79evHpUuX+Pnnn3F1dcXf358rV66wYMECXrx4wbhx4/D09MTPz4979+6RkpKCubk5NWvW5ODBg7i6uuLr64ufnx82NjaoqamxbNkyZDIZT5484ciRI+Tk5ChFdK5Zs4YNGzYQExPD2bNnCQwMFOI5t27dysqVK0lOTsbExITMzEweP36MiooKS5cuRV1dndjYWF68eEFhYSEqKiqkp6dTt25d9PX1ycjIID09XRBnpqen07p1ayIiIpBIJIwcOZLTp08jk8k4fPgwdevWFURScjHnnTt3BOHCvHnz0NPTIycnh2vXrqGnp8e2bdsoKCjg2rVrVKlShdzcXOrWrYuVlRWxsbFUrlyZZ8+e8ezZM/r27cu0adNISEhAXV2dvLw8li1bRmZmJlpaWmhoaBAeHk7NmjXJzMzk3r17yGQytLW1iYmJQUVFBTU1NebMmcP06dPJzc3FysoKZ2dnbG1tSUxMZNWqVfTt2xcLCwtCQkJwcnJi3rx5ZRx4xL7yP4OwsDBMTU1Zu3Yt4eHhJCQkCMtKi8S6dOmCVCrFz89PuKY1adJEmBMo79lNkUaNGhEQEEDHjh3Jzs5GX1//Ux6qiIiIiIiIyFv461YnIv8a9u3bR8OGDTl58iSNGjUiMzOTV69eceDAAZydnQkKCiImJobvvvtO2Gb8+PFER0ezbds2QVQC0KdPH06fPi1EjgQFBSnZ/L4OdXV1OnXqxJo1awSL3sqVK6Orq4uDgwMHDx587baqqqqMGTMGW1tbBgwYwH/+85+/eCbK5+DBg0yePPmD7hOgX79+6Ovr4+Pj807VHsnJydjZ2WFtbY2npydqal+f7k5xMCQrK4sHDx4AJRFX5a1TWoQlIvJvIyoqipkzZ773dqmpqe9dHSci8iYsLS3p2rUrDg4O3L9/n0qVKrF69WqkUim1a9cGSioy169fT+/evalYsSKNGzfGyMhIrA4UEfkKUBTJ16lThwYNGhAdHU3Pnj2FZ7DSlcybNm3Cw8OD3NzcT97ez4GDgwNLlizB3d2dFy9eAMp9GLko4nW0adOGrVu3Cs4iAwcOJCoqSslpReTrw8/P77N+h8nJyYKwTi6MUBTRJSYm4ubmhr29Penp6Tx+/JgtW7ZgZ2eHl5eX4EoLJQUSGhoafPPNN1SrVk0ojlBXV2fw4MF4eHgwc+ZMISJr/fr12NnZ0bVrV0aOHMmTJ0/o1asXqqqqQqyLvb09CxcuBMDExIRhw4bRrVu3Mu4fIl8ezZs3JyMjgz/++IPr16/j6OjIs2fPsLe3JzU1lYcPH2JqaoqmpiZqamqCe+Lr+u0ymYxWrVrRpk0b8vPzmT9/PocPH0ZVVZWsrCxiYmJISUmhevXqeHp6YmFhIWx79+5d1q9fz9SpUwkICKBv375ER0eTk5NDzZo1mTFjBr1792bUqFFcuHCBtm3bMn/+fJ48eSIcC5TESiUlJeHk5ETHjh158OCBUnsHDhxIcHAwwcHBZVxXPgVy92BXV1fBPbhmzZr079+f4OBgAMLDw+nevTtDhgxhyZIlLFmyBAAjIyMOHTpEzZo1hQinD4GlpeUbRTlBQUF/KTZPJpMRFRVFcnLyG9dzdXXl3LlzuLi4cP/+fXR1dfnmm2+AkvEiuXNrUVER3bt3Z+TIkdjZ2Sntw8zMjM6dO2Nvb8/OnTtp0KABf/zxB3379qVu3boYGxsTHR3NypUrSU1Nxd/fnwYNGgAI9/uPjXxSPzIykjFjxnD37l0ePnyIt7c33bp1w8TEBDs7O6Kjo4mNjWXDhg3Ctg0bNuTo0aMkJyfTuHFjYmNj2b9/f7mfc+DAAVxdXTl+/LgQ0Xn69GlycnK4efMm3t7eDBo0SMnJraioiBUrVuDj48OgQYOQSCSYm5tTqVIlDAwMBEctJycnmjZtipmZGSNGjMDPz49du3ZRWFjI3r17MTc3x9TUlNDQUNLS0li/fj0FBQXY2toydOhQtLW1qVy5Mvfu3aNDhw5ER0ejpqaGg4MDly5dQl1dnaioKJydncnIyKBVq1Y0btwYa2trxo0bx7Vr19i+fTtt2rQhJycHCwsLnj9/zvz582nUqBFHjhyhWrVquLq6IpPJKCwspEmTJmRnZzN79mwOHTpElSpVyMzMREVFhXbt2qGjo4OJiQnffvsta9asYf369RQVFQkOP3Khj6GhIQ8fPiQxMZFTp07xyy+/MGnSJObOncvgwYOF32pAQABubm5ERkYilUrLxOSJfL0kJSURHByMVCpl/vz5glASShwDNTU1qVmzJtnZ2XTo0AGZTMaAAQPKOCxC+c9uiigWtIoOhCIiIiIiIl8eX9/Mvcgn5/bt28JARcuWLYmLi1MauDA1NUVVVVUpG3XLli1s27YNFRUVJfFE48aNUVdXf60F6evsSS0tLZVipOQPpuXlzitW5srV5IMHD2bw4MHveshfBCEhIe+1foMGDTh58uRHas2nR1VVlcOHD/Pbb799lSIjERERkX8TipFlpWMgFe/LrVu35uLFi7i4uKClpcXLly9p27btR2tXVFSUYOn8sZBKpUqxIiIi/0TkApO8vDw2bdpEjx49uHDhApUqVaJ+/frlbmNpacnkyZPx9PRkx44d//jnOSsrKyUxOfwZkSunatWqQj9Gfm1ULFI4deqU8FoikdC3b99//HkT+bjUqVOHxMREXF1diY+Pp02bNkr9bSsrK3bv3o2Ojg4FBQWoq6uzZs0a4uPjuX37NiNGjBDWlffrSxdHFBUV0b9/fzw9PfH29ua3336jdevW+Pj44OPjI6zbt29f4XV5sS4VK1ZUirQW+bJRUVHBwMCAOnXq4OLiwrx583ByciI8PFwQCFy4cIG8vDyKiop4/vw5+vr6wnUyPz+fFy9eoK2tDZQ48FhZWXH//n3Mzc0ZMGAAa9as4dWrV1SqVAmJRIKnp6cwUW1paSnE2VpYWAjCnzt37pCcnMypU6e4fv06WVlZ3Lt3Dy0tLfLy8igsLGTZsmVs2rSJ3377jVOnTmFjY0NUVBRLlixBJpMxadIkABYuXEj79u2Fic0OHTqwcOFCioqKmDVr1ic93/B69+CCggJiY2PfGH+o6E4sd2n+qyiO28mftcPCwrC0tCQuLo65c+cSEBBAeno6FSpUwMPDAysrKxo2bMiNGzdYt24drVq1YuvWraxatQpVVVVWrVqFlZUVbdq0wcrKCi0tLfbu3Su4/gwaNEiIF3Jzc2P69OkEBQVx6NAhMjMzycjIwMHBgQ4dOnDp0iWSkpLQ0tJCVVWVmJgYCgoKOHPmDEZGRkK/oGnTpgCsWbNGKLZTUVGhTZs2gtOO/NoplUqRSCQMHz4cb29vhgwZgqOjIw4ODsJ5+Rj9AbnjWEpKCs+fP2fNmjUYGhpSr149EhISePjwIXl5efTu3ZuZM2eya9cupVj4oKAgrK2tiYuLo1q1agQGBrJy5Ur++OMP8vLySEhIIDo6mpcvX5KZmSm4ji9YsIBFixaRmpqKubk5SUlJXLhwAS0tLSwsLDhz5gyjR48mPT2dFStWULt2bdLS0nB0dGTv3r10796dW7du0apVK548eYKOjg63bt1i1KhRDBkyRHDI3rlzp9A3vHr1Kpqamnz33XdoaWmho6ODhYUFffv2Zc+ePejr66Ours6ePXsoKiqibdu2XL16lYcPH3L27FlevXoluIvIHWpWr16Nq6srubm5vHjxgi5duvDgwQM0NDQAMDAw4Pnz52hra2NgYEBycjJ79+6lXr16tGzZkkuXLmFvb09eXh5Qcv9zdnZGRUWFyMhI+vTpg4aGBmfPnmXYsGEsXLhQ2K64uBhra2uuXbtGu3btSE5OZtOmTUJhaUFBAY8fP1YSriUlJREXF8f69evJy8v7LAJAkY+DhYUFnp6eTJw4EYBjx44RHR0NlP9cNXfuXKDkXicXvMkp79lNEbGIVURERERE5MtGHOUTeSt169YlLi6OLl26cOHCBczNzfn999+Bkk7MnTt3kMlkSlU3bxrMe/XqFb///judOnWicuXKuLi4YG9vT9WqVXF1dWXjxo3CQLXcunHLli0UFxe/NtP+QxMUFERhYSFeXl7vtV1qairJyclKnXORd0NxUlfu5CGvGC69nuI6oBztJSLybyQgIEBwIvvll19o3rw5ffr04eHDh2hoaLB792709PTw9fXlxIkTQuW0iMjn4siRI5+7CSIiIu9BaZH8xYsXy6yjWNEpn5xSfL4TeXdOnTrFjz/+KNzbRUT+Ku7u7vTq1QsXFxcqV65cZvmcOXNwc3NDJpNRpUoV9uzZg7W1NXZ2dmVcJV7Hs2fPcHNzo6ioCD09PZo0afKhD0PkC6S4uBgVFRV69+7N2rVrOXv2LDo6Ori4uJCVlUXt2rUZPHgw1atXp127dhgbG3P27Fl27dpF9erVsbGx4dGjR5iZmQFQoUIFEhMTqV69Orm5uWzYsIHCwkKsra3Jzs7m/v37zJw5E01NTSwtLZXGnxTFZiYmJjRr1gx3d3cmTJjAqFGjWLlyJerq6vz888/4+PjQv39/VFRUWLZsGUlJSRw+fJiuXbtSUFDApk2bWLRoEQkJCfTv359ffvkFIyMj4XOaNm0qRPF8at7kHlw6/lBdXV1JoPG+E7X5+fn07t2bV69eoa+vT6dOndi0aZMwbteoUSOmTJlCRkYGderU4cGDB3z33XckJCTg4eHByZMnOXToED/99BOOjo7cvn2bzZs3M3bsWDp16sT48eMJCwsT3G06duzI48ePycjIYMaMGdSqVQs9PT1sbGxwcnIiNzeXqKgoJBIJ9vb2TJgwAQBjY2MePXrEiBEjGDNmDJGRkYwbNw5vb29B8NCiRQtq1KjBjRs36Ny5sxAtKR93bN++PWfOnFE6fsWitxkzZjBjxgyl5e/i/P0hkLvWHDx4kLlz59KvXz/09PS4c+cOUVFRTJ06lY0bN2JkZMTdu3eJj48nNzeXVq1aCfuwsbFh3LhxtG7dmn79+jFhwgQaNGggiNz09fWZPXs2EyZM4NKlS5w8eRJLS0vq169PYmIinTt3Zvr06fj5+WFiYsKBAwc4dOgQU6dOJSwsjLFjx7J9+3Z69OjB8ePHqVKlCtHR0WhqapKQkEDPnj159uwZ9erVIykpiQEDBjB69GicnJwICQmhSZMmHDlyhFGjRrFjxw7U1dVp164dUPKbc3V1xd3dXfg+U1JSKCgo4OzZs7Rs2ZLGjRuzefNm2rdvL/yda2pqkpiYSN26dYmIiMDR0RFdXV3CwsLw9/enTZs2fPPNNzg6OlKrVi2mTp1KYGAgLVq0IC0tjYSEBFatWsW4ceMoLCzk5cuXuLu7Y2hoyNy5czExMaFz5848fPiQO3fuYGxsTM+ePQkODmbOnDnCNUYunPjtt98oLCwkJyeH4OBgxowZQ25uLnfu3MHa2lr4rVpYWODo6EjPnj2BP6MeRb5+3NzcGDdunDBfoChcLs358+eZPn06BQUFguuitbU17u7uTJw4sdxnNxEREREREZGvB1GYI/JWevTogYeHB3Z2dhgbG9O6dWthmZqaGoMHD6Zdu3a0bdtWUGm/aTAvJCSEihUrcvjw4XJz7jdu3Ki0vjwL/HWZ9n9XmPM6l56/QmpqKpGRkWWEOR/yM0REREQUyc7OZv/+/Zw8eZKsrCyGDRtGSEgIQUFBaGtrExAQwM6dO+natSvnz5/n1KlTbN++naNHj37upov8g3kXp5qgoCCaNGkiRGsokpqaysyZM5Um+rOzs4mMjFSKznxXyhOvzZw5k5MnT9KsWTOePXtGUFAQYWFhLFq0iMLCQnx9fenUqRNt27alRYsWnD59moULF9KpUyc2bNjAxo0bRcGByBuRSqVERESIjici742tra3gBCEi8nfQ0NDgwIEDSu8pFjhYW1srRZIA+Pv7l9mPohOEohOe/PWHcG5V3K/Il4HcRaawsJD8/HwWL17MxIkTBXFGREQEISEhGBsbM2PGDJycnJBKpbi5uXH69GnMzc2pUaMGAQEBjB49GhUVFTQ0NLh+/TpDhgyhdevW3LhxAz8/P6ZNm0avXr0E55xOnTpx7949jh07hkQiYe7cuXh7ezN06FBOnTpFjRo1BFGHIv7+/owdO5YJEybw9OlTBgwYQFZWFlu2bGHBggXk5eUxdOhQ9uzZw9KlSyksLBTcG5s3b46rqystW7akSZMmJCUl0bFjR2rUqCE4cUgkEgYMGPCpv4q3MnDgQKRSKTt27ABKnkGmT5/OuXPnMDU1fe/9hYSE0K5dO6ZOncqoUaMA5XE7FxcX9u+RfOMEAAAgAElEQVTfT1xcHMOGDaNevXpMmjQJT09Pxo0bx9KlSxkxYgRGRkYcP36cdu3a8dNPP7Ft2zYGDBjAxYsXMTIyQkVFBRcXF1JSUoCSyK1atWqVaU9KSgoTJ07k5cuXXL9+nUePHgFlnYBu3LjB//3f/wEloo5Hjx5x584dVFVV6dixI48ePRK+y6+BzMxMRo0aRVZWFjdv3mTHjh08ePAAIyMjunXrhqmpKQUFBVy5cgUDAwMaN26Mrq6u0vHJnQ2fPn1KUFAQoaGhpKenC+dQLo6rWLGiIIJLTU3lt99+Iykpifj4eOrVq8eWLVuoVKkSN2/exNjYmNTUVGJiYrh48SJjxoxh+fLlJCcnY2Jiws2bN8nMzKRSpUosXryY/Px8IiIiePDgAXp6emzYsAGJRIKbmxsuLi707NmTixcvUrFiRdq0acO9e/eE9mtpaVG5cmXU1dUpKChATU2N7OxsnJycMDEx4ejRo9jb2/PixQtBuGBgYMDZs2d59uwZ165d49ixY9ja2jJw4EBSU1N5+vRpudcPS0tLevXqRWFhIc7OzkJMVs2aNZkwYQLZ2dnExsaydetWoqKiiIqKolOnTqxatYqTJ0/i4eGBq6srXbp0IT8/n7FjxwrxVQAbN27E09MTS0tLnj9/Tnh4ODExMcJvdfLkyYwYMYI1a9ZQXFzMggULlMbgRb5eJBIJK1euVHrPzc0N+PP5x8zMTBD9lX4mkscSyin97CZ/TlMsXP1UAkIRERERERGR90McJRZ5K+rq6mUspZ2dnYXXXl5ejBw5knPnzgmimjcN5iUnJ7N69Wqg/Jx7OaWreOQxWPJMe4CsrKx3Ooa7d+/i6uqKvr6+kFe+YsUKiouLGT16NPn5+SxcuBAtLS3hIfb48eNC5uvBgwfJy8tj2LBhPHz4EENDQ7Zu3UpYWBgLFixAV1eXSZMmsXXrVmJiYjh79iyBgYEMHTpUGLR6+PAhhw8fJi8vj3Xr1omOFSIiIh+E5ORkrly5gr29vfBeUVERkydP5vLly+Tk5NCjRw/S0tIEu+4WLVqIwhyRz47ixOC7kJ2dzd69e99bmFOeeG3t2rVcvHiRkydPsnPnTsLDw5HJZCxevJjIyEhkMhmdO3emU6dOZGZm4uvrS0FBAWPGjMHJyYnAwEBiYmI4f/48sbGx79UeEZH34UsQd4uuNyIiIiL/XvLy8jh27Bg7d+7k6NGjSuIMGxsboU/RqVMnobK/R48e/Pzzz9ja2qKurs6MGTMIDAxk0KBBXLlyhbt37wIlTiWrVq0CyheRAWWcSvz9/VFTU+Pnn38WBCeKE5jm5uaEh4cLInFdXV2qVauGj48PXl5e+Pn50axZM3R0dIRIkYKCAmJiYoT7rYGBgeDioaqqSkFBARKJBF9fX9LS0pTcSD4V5TkMw5+TsFevXlWKP2zfvr0Qk6LIu7oNp6SkCH1HeWy94rhdYmIibm5uZGdn8/z5cwoLC9myZQuBgYGkpaXRsGFDpf3dunWL3Nxc+vTpw40bN6hVqxYFBQVUqVKFatWqUalSJUDZ/UjR9Wft2rVMmTIFqVSKjY2NMF5Y2gnIwsKC2NhYGjdujEwmw8DAAEtLyzLf5dfC9u3bcXd3Z8iQIQwcOJARI0bw008/UatWLXx9fXF3d2f69Ok0atSIxMREcnJylJzLzczMhPHbUaNGUatWLSU3lipVqlBYWIhUKsXBwYHi4mK6d+9eZr3CwkK0tLQ4c+YMW7ZsYenSpWhpaXH//n2GDx9OeHg4gwcP/svHef/+fX744QeCg4OV3pf/tuXvv+tzcWmxqOK1SpHbt28Df4qTIiIilH5f8rFrOfr6+kLhiOJvUjGqEUq+t9LHADBs2DCGDRumtG7p36piYYqIiIiIiIiIiMg/D1GYI/K3WblyJSEhIbx69eqd7NbflnNfXFxMfn4+169fV9rudZn278LZs2fp3bs3s2bNonbt2mRmZvLq1SsOHz6MTCajdevWnDx5Ei0tLWQyGSkpKRgaGrJjxw5GjBgh2Lm6ubnRv39/1q5dy+7duzl48CC//vorZmZmFBcXo62tTd26dZk3bx6pqalKg1YvX75k2rRp3Lp1i9mzZ7Nt27Z3aruIiIjIm6hTpw7a2tqCFXVBQQEJCQm8ePGCkydP4u/vz71796hduzaXL18GID4+/nM2WeRfRE5ODh4eHmhqaqKnp0dqaipmZmYEBATg5+eHjY0Ntra2ZazypVIp9+/fp1evXqSkpBAaGsqGDRs4duwYUqmUXbt2YWho+E5tKE+8lpaWJlTYWlpaEh4eTkZGBklJScKkkryi1tDQkEOHDgElIp+MjAxq166NmppauW4/b+Nd3IREvk5kMhne3t7cvHkTbW1tAGbNmkVERAQjR45k+PDhnDt3jilTplBQUICXlxdDhw4t9z2pVIq1tTX379+nZ8+eSkJwV1fXz3ykIiJfN+np6QQGBpaZ8P8QBAUF4enp+dkFdf9UfHx8WLJkSZmiHpGPh7ygyNLSEn9/fyVxhkQiQU9PD0DpO7GyskJVVZXatWvz3//+l65duzJo0CAAkpKSBDeMv/IcNXz4cFJSUtDT0xP6P++LtrY2qampSpEi8uOAEnHIDz/8gKOjIxKJhIYNG7J69Wrmzp37lz7vY/Mx4g/r1KnD5cuXcXV15dKlS7Rq1UrpumZlZcXu3bv57bffOHLkCKdOnWLNmjXs27dPcCuCknNZVFSEiYkJWVlZSCQSDh06RMuWLdm8eTM//vgjv//+O4GBgWXaoOj606VLF8aMGUPDhg2pUKHCa9s9YsQIPD092bJlC/Xq1WPjxo3lfpdfCw4ODnh6ehISEiK8Z2xsTJMmTTAzM+Px48dC7NPbYgi9vb3LuLG863p79+4lNjaW58+fs2TJEtavX8/evXt5/vw5U6ZM+dvH+eOPP3LixAmGDh3K48ePycnJwdLSkhUrVhAUFER4eDjPnz9n/vz5DBkyBEtLS+Li4pg7dy4BAQGkp6cTGhpKrVq1yo30fhdEIbqIiIiIiIiIiMinQBTmiPxtJkyYIOQ7vwtvy7kfMmQINjY2dOrU6Z32V1729a1bt5g3b55g25iUlMT58+dp1qwZGRkZTJ06lTZt2rBgwQL279/P7du3CQ0N5cWLF2zZsgVtbW2ePHkC/GmJm5SURFxcHOvXrycvL4/+/fszc+ZM5s2bR2FhYbkDu4qDVlu2bGHbtm2oqKh8VRU6IiIiXzaVK1emZcuW2NnZoaqqioODAxMmTODWrVt06tQJExMTatasibGxMS1atMDW1pZmzZp97maL/At49uwZgwYNYsGCBezatYtKlSoREBBAx44dyc7OFtYrzyofSlzxIiIi2LFjB3v27MHb25s//vjjvasIyxOvZWRkcPXqVQAuXboEvL46urQg2MDAgLS0NIqKikSRm4gSoaGhGBkZERAQgEwmw8HBgT59+uDn54ezszPDhw/H19eX/fv3U7FiRZydnRk4cGC570GJ40Dbtm3x8PBQEoKLiIiUkJqaSnJyMg4ODu8ltqlevfpHEeVAiTDHw8NDFOa8hb/qBrZ8+fKP0BqRN5GYmCj86+joyJUrV4RlMpmMnJwcAMHZRL6utbU1aWlpGBkZYWFhwfLlyzE2NqaoqAiJRMLatWv/0t/Au4pP3uYwo+gCrbiNHFdX169GCPsx4g/d3d3p3bs3Li4u6OrqKkULAcyZMwc3NzdkMhlVqlTh9OnTgijGzs6OM2fOIJVKGT9+PO7u7rx69YrIyEjGjh3LtGnTUFdXZ8+ePURHRzNz5kzMzc0BZXeR0k4ipccIy/teAfbs2aO03tf0XZbGyspKKK6Ro/h3qvi9vC2GUEtLq0w/SjEmSfEcvmk9eRt8fHze2v53RV6w0LBhQ6pXr86gQYPw8vLi3LlzQIlTjdzJ/cGDB8TGxgoRWhcuXCA4OJhff/2VH374oUykt9w9SERERERERERERORLQBTmiHxy3pZzP2LEiDIdpzdl2u/cubPcCT1FTExMOHz4MG5ubhgYGLBgwQJ+//13xo8fz5QpU7CysiIkJITg4GA2b95M8+bNBStT+NMS19HRUcnONTIykurVq+Pq6srSpUtxdHRk3759QqdScaBpzZo1xMfHK9nKioiIiPwdFAechw4dqrSsdCY1IDp0iHxSdu3axYgRI2jUqBG7du0SHGpq1KghVNFC+Vb5UDIwq6KiQs2aNbl169Zfbkd54rVZs2ZhaWmJra0tDRs2RF1dvUx1tIWFBQ8ePODKlSscOXIEFxcXEhIS6NevHxYWFsJzwtOnT4mPj8fKyoqYmBh+/PFHKlSowMiRI8nNzaWwsFCITihdhdmnTx+SkpJQU1MjOjr6nSs6Rb5Mbty4IVQty58B5VGs8v/Lox8AMjIyePz4cbnvwZ9OAqWF4PXr1/+kxyUi8qWSmppKZGQkDg4OgtgmKiqKJUuWUFhYSH5+Prt378bPz4+EhAT09PTYtm0bWVlZzJw5k61bt7Ju3TqCgoLo0KED586dIyoqCqlUStu2bZXcrhYsWFAmlrj0ek2aNCEhIQFHR0e8vLwEh5B/K6W/i8WLFzNx4kQh6tnU1JSZM2cCJc+oTk5OSKVS2rdvz5EjR/j++++Jjo7m8uXLLFq0CBcXF6RSKREREaxfv54tW7agpaXFkiVL+Pbbb8vETqurq3/mM/DPQF1dnU6dOpGXl8eSJUuUhDm+vr507NiR4uJiJTeZXbt24ePjw9ChQ6lQoQLz589n2LBh5OfnC4IMkS8bDQ0N9u7di5qaGqNGjcLBwUFJ0Ghtbc3x48eVtilPGOLj44OPjw82NjZCzJgi8mI6EREoiZaSi6hatmwp9AEV3bXMzc3R1NSkRo0afPvtt6ioqFCjRg2SkpLKjfQWERERERERERER+ZIQhTkiXz2lJ/TS0tKEZcXFxUgkElxcXPjvf/+LnZ0dL168oGrVqsCfLjZFRUUcOHAAMzMzsrOzSU9PR1VVlT59+nDv3j18fHyoWLEisbGxWFtbc/XqVerUqcP169fR0tIiPDycJUuWUKVKFR4/fkzfvn35+eefldr5NltZkS+HD2VvL1rZi4iI/JsZOnQod+/eFazXXxdFWZ5Vfnnrq6urK1VjvwtvEq/5+fmhpqbGzp07SU5OBpQran/99Vdu3rxJaGgo3t7eQImL3s6dO4WISm1tbaWIyqlTpxIaGoqBgQEymYzNmze/sX2vq+j8q04CIp8XCwsLYmNj6dq1KzKZDKCMS6I8+kFHR4eCggLU1dXLfQ/+FPfUrl2bgIAAzpw5w9KlS1m7du2nPTARkY9AcXExo0ePFvpTXl5ebNq0ieLiYjIzMxk1ahQbN25EU1OTsLAwioqKGDRoEPfu3aNmzZps2bKFDRs2EBMTw9mzZwkMDGTmzJl4eXmRkpKCrq4uWVlZzJo1i7y8PAoKCsjPz+fbb78V4jsKCwsJCgoiJiaGCxcuCJX5QBm3q/Hjx5cbS6y43smTJ7G0tCQiIgI1NXGoBSAvL49jx46xc+dOjh49qhT1bGNjw9GjR4ESJwx5lGSvXr3w9fWlRo0aXL16laKiIkaOHImLi4uw39DQUE6cOIGWlhbFxcWsWrWqTOx0//79P8sx/9OwtLRUEvcrOmm4uLgofS9yFi1apPQbEAUZXyddunTh+fPnmJub07Zt27+1r/KKRj4mQ4YMUXLiEfk6qFu3LnFxcTRq1IgLFy7g5eXFtWvXlPpFis/WpfuL5UV6i4hAiUuvnZ0dVapU+Szbi4iIiIiIiIjIEUeLRL56Sk/o1a9fX7B6vXz5Mk2bNkVdXR1bW1u2bt2Kra0tzs7OODs706xZM8HFpnfv3nTt2pXo6GiWLVtGaGgoO3fuFKp+wsPDCQkJYf369QDcuXOHHj16YGRkJFSILV68mI4dO7J161ZsbGw4ffo0qamp+Pn5ERQURFhYGIsWLaKwsJDDhw/j4ODAd999x4sXLzA0NOTXX3/9bOdR5E8+lL39u1rZixOwIn+FqKgoIiIi3tsFR/GaNHbsWFauXPmRWijyb0cikbB+/Xr69etHZmYmNjY25a5X2ir/dRXu1atX58mTJ/Tq1YsNGzb87UGxGTNmcPbsWVRVVcu9/yYnJ2NlZQWUVGn+73//w8zMDFVVVVasWEF8fDx79+5FJpNRq1YtANLS0pg2bRopKSmYm5vz6NEjEhISuH//PsXFxQQFBZGens7169e5d+8e2traRERE8PLlS3r27Im9vT1Vq1bFxMQEExMT9u/fT0FBAV5eXmWERSJfHm5ubhw4cAA7Ozt0dXXLXad09MOePXvKfU8RPz8/YmNjef78OUuWLPkUhyIi8tEJCwvD1NSUtWvXEh4eTkJCAsXFxYSGhvLTTz9x/vx5jh8/jre3t9Bfa9iwITt27GDevHlCxGHdunWZN28eqampQEmcTmZmJvHx8Zw8eRI3NzcWLVrEqVOnWLx4MatXr2bbtm0YGRmRkZGBqakpqqqqSo5tUNbt6nWxxKXXAxg/fjyrV6/++CfxK0B+H7W0tMTf318p6lkikQhOcfL34M9z+s0331CtWjWgJN5SkTlz5jBq1CgqVKjAf/7zn3Jjp0VERP4eR44c+WSfJY6JiAB4e3szYMAA/P39adq0KW3atOHatWvvvL2FhUWZSG8REYCRI0cSFRWlNIYgLxYqXUhRGh8fH548eULjxo1FYY6IiIiIiIjI30YU5oh8UhQ72x+q4116Qq9du3bcv38fV1dXwRlHEWtra9zd3Zk4cWIZF5uioiKSk5MZMGAAubm5eHl5ASWTc8uXL2f//v0A5Ofn4+XlxQ8//MD//vc/pSrANx374sWLiYyMRCaT0blzZ8zNzTEwMCAsLEzJPUDk03PmzBkmTJiAjo4OHh4eREZG/i17+4KCAiUr+8DAQKF6ViqVEhUVxZAhQ9DV1eXGjRscOXJEqWp469atVK5c+XOfFpF/OKIoR+RjoehUs3v3bqVl8gppPz8/4T1Fq/y6detiZmYmVGQr7utDThCUdrYrTZ06dUhMTMTV1ZX4+HhatmxJREQEAIcPH+bOnTtkZWVx/fp12rRpA5QM6tWuXRt/f3+cnZ1p0aIFVlZWhIaGYmpqip6eHrVq1aJly5Zcu3aNR48eMW3aNCIjIwGUnARcXFzYv38/FStWxNnZmf79+6OpqfnBjl/kw6OiokJgYGC5y+SxrOVFP5T3nmKM69v+VkVEvkaSkpIIDg7myJEjQtRRx44dgZLIQ0NDQ+F1VlYWt2/fpnnz5kBJvEVcXJwg2pDz/PlzTp8+Lbju+Pv7Y2BgQFxcHIaGhoLTakhICEZGRhgYGHDnzh1kMhmXLl1S2lfpSZrXxRKXXk9dXZ2lS5d+mJP0DyAxMVH419HRUSkGSSaTkZOTA6DkiCc/p69z2oMSoU9QUBDbt28nKCio3Nhpkb+P4jPYu6J4/xL5k+LiYrp27cqzZ884ceKEkhjtryCPSC3v+0lNTSU5ORkHB4cP5gb8vpQXK7hq1SoiIyNRUVFh48aNQImjpTzeLjo6mtTUVFRUVDh+/DiXL19m9OjRFBUVMWbMGDw8PBgyZAiVKlUiLi4OZ2dnZs+ezf/+9z82bdrE8+fP+emnn4R7icjXg2Lf79ChQ0rLhgwZovR/ufvS6/qL5bkzfWrHJpEPh0wmw9vbm5s3b6Ktrc3EiRPLjcEsPUY7ePBg4XqyadMmnjx5gqenJ7179+bFixekpaVx7949RowYQWJiIvPmzRPGKeSOWydOnEBDQ4OgoCCsra25fv06vXr1YvLkyZ/xjIiIiIiIiIh87YjlCCIfnPv372Nvb4+NjQ2jR48mKioKNzc3unXrxpEjR2jTpg2jRo1i0qRJHD58mA4dOtCyZUsh7sHPzw8vLy+cnJwEYczt27dp3bo13bt3x9HRkdTUVHJzc+nfvz+dO3dGQ0ODsLAwsrKy2LRpEyoqKqipqdGuXTs2btzIvHnz2Lp1K7m5udy/f5+cnBxWrVrFmjVrBLtzDQ0NAgICcHZ2xsDAgFevXrF7925evnzJ999/T0BAABoaGgCMGzcOHx8fatSooVQFKJ+wU0Q+iJiRkUFSUhJOTk507NiRBw8eUK9ePZo0acLAgQNZtmzZR/1evLy8hPMZFBT03tbRCxcu/EfbwB46dIiff/6ZyMhI7O3/n70zj6sp///4s+VKljYKExVGtiKiEHUltBDGNilCiYx1jG2QjCXGPvO1h4yxDsYuo3SjjGyVfaxRllKEUN3q8/ujxz2/ssyYGcYs5/l4eLjdc885n8+595zzOZ/36/16twVK29t/8sknpT7fq1cv4uLiWLduHVCcGRsbG8uGDRuYN28eDg4O2NnZER0dTd++fd+4XycnJ3766Scpa/jw4cMMGzaM5cuXv7/OyvyrCA8Pp02bNrRp04YzZ84Axb9PFxcXOnToIAU8QkJCaNOmTalgkcbBpH///owcOZLWrVszbdo0ABISEmjatCk+Pj5SIExG5n3h5eWFk5MTz58//9NW+e+Krl27cuzYMTp27Eh2djYNGjQgPT2djIwMKlasiJWVFWXLlsXV1ZXnz5/zzTffYGlpSVhYGBUrViQ1NZXevXuzcuVKzp8/T1xcHD///DO3bt1i7dq1PH/+nKtXrzJu3DgOHjzIjh07ePHiBTo6OkRERPDzzz/ToUMHjI2NOXnyJEuWLCEhIQGlUomTkxNr164FwN/fHxcXF9q2bSuVT5KRkZH5u1O3bl369euHSqUiLi6OWbNm/Wp5Ck15C4BTp05Ru3btV0ocPnv2jCtXrpCbmysFZOrWrYu+vj7nz59n48aNDBkyRPq8rq4u/v7+tGrVio0bN5KTk0Pnzp05e/Ysbm5upKenk5ycjLOzM0+ePJHGUYmJibRt25bbt2/z8OFDlEolSUlJjBgxAi8vL6pWrcr27dtJTk7GycmJFi1aSMHD1425/s0oFArc3d1ZunTpK8HykJAQOnToIAXXfw9DhgzB2dmZxYsX07lzZ4KCgvjxxx9p164drq6u0phYRubvwr1796hYsSJHjhz506Kc3yIlJUUSfb8rN+A/Qm5uLgcOHGDw4MEsWbKEO3fuoFKpWLJkiVRSMCMjgy1bttC3b1/S0tKIjY2VxDtTpkxhw4YNHD16lG+//VYS3CmVSuLi4iQBR+/evVGpVERHRzNv3rwP0lcZGZn3w65du3jx4gXGxsYoFAo++eQTAgMD0dPTo2fPngghuHLlClFRUVSuXJnw8HDy8vI4dOgQAGXLlsXCwgITExOaNm3K1q1bOXPmDNbW1rRt25YZM2awdu1aEhMTgeK574EDB7Js2TIGDhxIdHQ0/fr1o0OHDnh4eLB9+3bq168vuVD36dMHLy8vvL29WbZsGc7OztLcuwbNvNuoUaN+V2lujYBRRkZGRkZG5t+FLMyReedUrlyZQ4cOERcXx5MnT7h69Sr5+fns2bMHDw8PMjMzmTRpEgsWLMDZ2ZnY2FiOHz/OypUrpW00bNiQqKgobt++TXZ2NvPmzWPx4sXs2LGDjIwMoDgY7e3tzeHDh7lw4QI2Njbk5eVRv3599u3bR9WqVcnNzeXIkSPSpGnJdZRKpZTFb2Zmxpw5c6hWrRrJyck8ffqUunXr0r17d7Zv384vv/xC3759USqVpKamsmnTJubMmcOoUaOkDGdNFqCG3NxcAKmsVuXKlbG1tSU6OhqVSkVycjL5+fmMHj2aDRs2EBkZSXp6+l/yHf0RJkyY8FY2sP/UoODQoUPZunUrffv25cGDBwC/aW+vp6dXyt5e8wB29+7dV7b/poxPe3t74P+zhpVKJTNnzuThw4fvvI8y/z6ys7PZvXs3R44cYdeuXXz11VdAsfguNjaWXr16sWXLFu7du8eJEyc4evSo5OzxMi9PcE6fPp3du3cTHh7O7du3/7I+yfw3OXjwIPHx8ZLY8e+Anp4ee/bs4eDBg2zevJmAgAA8PT2ZO3cuXbt2BWDVqlUMHjwYc3NzIiMjad26Nbt27eLRo0c8evSIihUrEhAQQPXq1bl79y4FBQVUqVKFO3fucOrUKdatW0erVq1o1aoVR44cQVdXl+PHjwNgYWHBmjVrMDc3Jz09nTFjxhASEsLu3buJi4tjw4YN5OXlvRLEkPln83udCWRk/ql4e3uTkpKCq6urJHA8cOAArq6uLFy4kDNnztC1a1c2b97MqFGjePHiBUuWLMHExISzZ8/SpUsXFi5cyNKlS7GwsKCgoICrV69KDpUZGRlcv36dOXPm0LJlS4qKinj8+DG3bt2ibNmyXL9+nWHDhrFs2TJCQ0Pp3r07qampxMfH4+bmRnBwMGvWrOHu3bscOXIEX19fQkNDsbe3Z/HixcTExHD9+nXOnj2LUqkkOzubxYsXM2rUKBo2bEj37t3fOqj8Rxg+fPi7+ireK3Z2dkyYMIHWrVtjb28vCZQAOnbsyPHjx0lISKBjx45AscuGrm6xsXNJhwPNa83ydevWceTIERISEmjQoIHkOBodHc3hw4dxdHT8C3spI/PbjBs3jpiYGAYMGECnTp1wdnZmxIgRQHFymibJq3///qSkpBAREYGPjw+enp54enoihODhw4e0bdsWT09PkpKSgFcT4wBWrlzJ+vXrpaQ2Pz8/AL7//ntatGiBk5OT5GbVsmVLhg0bhp2dHZGRke+0zyWT2NauXSu5DwcHB0vJI5rydgqFAn9/f/z8/Jg8eTJFRUU8evQIKysrFAoFNWvWlOYCbWxsANDX1weKnyOUSiXe3t6kpqa+0z7IyPxTUCqVFBQU/K51IiMj2bdv32uXvakM9V/NlStXsLGxQQjB7t27MTEx4dy5c8TGxqKnp8dXX31F2bJlOXbsGCNGjCA9PZ39+/djb29PjRo1aNKkiTRP7eHhQVxcHMnJydjb2zNy5Ei++eYbunTpwtCJOb0AACAASURBVLx586S5WmtrayZPnsy6detKzeVGRUURExPD+PHjsbS0BMDU1PSNMYiXWbRo0e8SZsrCHBkZGRkZmX8ncikrmXdOVlYWwcHBZGdnk5KSQp06dUq5LZiZmVG9enUATp8+zbRp01Cr1aVsrTUP2h999BGPHz+WbMd1dHSkZSXryBsYGODj44OhoaE04fnRRx+V2s6jR49eW3ve0NBQEvVUrlyZqVOncvPmTQoKCiSV+8uOJ5pJBJVKxbx583B3dyc3N5f58+dL/fDy8qJ169bSpKC2tjaff/457dq1Q0tLiwYNGjBy5EgCAgIoKCigVq1amJmZvdPvIicnhzp16qBWqylXrhxCCBQKBVpaWpQrV06y87x06RKmpqY8fPiQhg0bYmVlJU3KKBQKfH192bRpEwUFBZiZmaGtrU1WVhZFRUWMHj2aoUOHYmNjQ5kyZXjx4gUhISGsX79eKgs1cODAd9qv94GxsTFLly7l7t27BAQEUKlSpT9tb6/J4tXV1cXQ0JB79+6hr6/P/fv3pfU0QVRN1vCYMWMA2X5d5u24ceMGFy5ckFyeoLgUwNixYzl37hxPnjyhW7du3Lp1i0aNGgHFYrDXld17eYLzyZMn0rW6Tp0677srMjL/CHr06EGvXr24d+8eL168YP78+Tx48IBKlSpRsWJF7t27x7hx46hYsSLZ2dnSeuXKlQOgYsWK5OTk0K5dO7S1tXFwcACKRThQfC+6du0aAF26dCEwMJDMzEx8fX0l9wVvb2+gWDyamZkpBTEsLS2ZPn36v0Kco1KpiIqKYsaMGe9sm5oyku+bd1WqVUbmr0apVEqilnfNmjVrXnke0NLSKlVSc8+ePfTo0YNq1aqRnp5OUVERd+7c4fLly8yaNYszZ86Qnp5OUFAQQ4YMYe/evTRu3Jht27YxY8YMTp8+TUREBKtXr8bS0pLAwEAmT55Mo0aNGDx4MA8fPuTOnTsMGzYMlUqFtbU1ISEhLF26FD8/P2rUqIG1tTUtW7Zkzpw5XLlyhUOHDhEQEMCdO3dIT0+nTp069OrVi9DQUHx9ffHz88PNzY0jR47Qp08fPDw8Sj03aoLKwK8GlX8vRUVFcjlSGZl/GJoxTYMGDahatSp9+/YlMDCQhISEN65jZmbGpk2bGDRoEGfPnuXgwYMEBgbi6+sridk0iXG6urr4+flx9epVgoKCqFWrFjNmzCAlJQUofkb85ptviI+Pl66Fe/fuJSsri5CQENRqNcOGDcPd3f2d9blkKTt/f38yMzOla5darebOnTvSmKmwsBAfHx/69etHUFAQJ0+exMjIiJSUFMzNzblx44Y0X/byXExYWBixsbHk5eXh5OT0ztovI/NPZvjw4W8cK8yePRtfX993er6/L+rWrcv27duxsbGhqKgIhUJB7dq1efLkCQqFgrJly5KRkYGbmxuFhYWo1WouX75MQEAAXbt2la4nWlpa1K5dGz09PbS0tNDW1mb9+vWsWLGCe/fuUa9ePSmxtl27dixevLjUM522tja5ubl8/PHHlC1blhEjRhAVFYW3tzcRERFkZGTQpk0b2rZty/Xr13F1deXHH3+kZs2a0jY0Y+3MzEwGDBjAixcvaNmyJWFhYfTq1Yv09HT09PTYtm0bmzdv5ty5cyiVSr799ltu3brF119/TUFBASEhIf+I705GRkZGRkbm9cizxjLvnI0bN9K1a1dUKhVOTk64uLi8MpjV8PXXXxMeHk5UVBSGhobS+y+7i9SsWZNz585RWFgoCV/q1q3LuHHjUKlUHD9+XMoO+jUL9Detk52dzfTp07G2tpbEK29jL6lUKtm7dy+RkZGoVKpSWYDTpk0jLi6O+fPnS2WjPD09UalUxMTEsGTJEqytrTl69Cg///wzGzZseGWC4c8yZcoUbGxsyMzMpLCwEDMzM9LT0+nfvz+mpqa4urqyZMkShBCEh4fTo0cPrl27Rrdu3ShbtiwzZ84kKiqKrKwsDAwM2LNnD19++SV3795l//79dO/enfj4eObPn4+1tTWzZ8/G3t6ehIQEqSzUgAED3mmf3hcrVqzA2dmZTp06SdnqL9vbKxSKN67v4OCAs7OzVFoEisVZXbt2Zfv27QQFBdG5c2dCQ0MxNTV9Zf2Xs4YPHDjwzvso8++jZs2aNG/eHJVKhUql4tChQyQlJfHs2TOOHDnCZ599hhACS0tLaZJBY9H7Mi9ffwwMDLh79y7Pnz+XhAIyMv91PD09ycnJoWLFigwcOJCzZ8/i4eGBh4cHXbt2JTMzkx07dhAVFUW1atX4+OOPAViwYIEU7O7WrRvR0dHUq1cPIQR2dnZUrVoVKysr7O3tqV27NlB8fm/cuJH27duzfft2oDjzeN++fahUKhITE6latSo+Pj58//33PHjwgJMnT36YA/MX8mvOfH8kU/TPtCMwMBAXFxc8PDxQKpWMGzeOfv368fjx41ey4Xv37s3jx49ZuXIl3bp1A4rHCYWFhaxcuZIWLVowYcKEv6TtMjLvgt/jkvk2Gb8a98jZs2fz/fffs2PHjlJJFi8nXFy/fl1K/mjWrJk0VrG0tCwl6jtz5gz6+vpS8Ob8+fNAcYazmZkZoaGh2NrakpiYiI2NDevXr2fhwoUkJydTs2ZNrK2tiY2NpXv37tJz4okTJ1i7di0hISEUFhby1VdfsXHjRubPn1+qT0ZGRvj6+qJUKomMjOSnn37i1KlTCCFwd3cnLy+P0NBQ+vfvj5ubmyRe0pRsdnV1pXfv3qjVaiIiIujduzdeXl6cPXtWymR/XYlDpVLJxIkTad68OatXrwYgPj4eJycn2rZty5YtWxBCEBwcjKurK15eXjx69Ihjx47h6OiIq6vrO8nSViqV0ndx7tw5OnfujJOTEzk5Ofj4+ODs7IyPjw8FBQWoVCo6d+6Mh4cHrq6uUqb5V199hVKpxNXVlZSUFK5du0arVq1o27Yts2bN+tNtlJH5q3ndtetN7rqa6565uTnZ2dncuHFDcqHRbCMrK4sePXpITlyvc+8FePDgAZaWligUCqysrHj8+DHw/9dCzT7+CElJSdK1piQlS9l5e3sTHx+PUqmkevXqpeZNAJ4+fUq7du2oVq0aqamp2Nra8tVXX9GnTx8qVarEZ5999sb5GM2Ya9KkSRgZGREaGvrG4yAj82+h5LOIRqQxZcoU6d7/7bffvnGMkJWVxYQJE4iIiCA8PPy199anT5/Sr18/GjduLDl0fQi8vb3Jyspi/fr1dOrUCW9vbxYtWkT79u1xcXGhXr16VKlShejoaOLi4qhZsyYWFhaMGDECJycnbt++ja2tLSYmJgwfPpzly5dL2166dCknTpygTp06nD17VnJPb9KkCZaWliQmJuLq6kpBQQFGRkZkZWUxZcoULC0tJSe/l2MQ9+/fR6lUMnnyZObMmfPaPoWFhTF69GhUKhUzZ84EXnW9DgoKwtbWFpVKRcOGDZk3bx6HDx9GpVIxd+7c93W4ZWRkZGRkZP4CZMccmXeOq6sr/fr1Y+fOnb/52W7dutGlSxfs7OwwNjZ+4+e++OILfH19MTMzk+rKBgUFMWjQIJYuXYoQQqpR/Wu8aR1jY2Pi4uIIDQ0FoEWLFvTv35/z58//rmzE+/fvs3r16tfW8I6MjKSwsBAvL6+33t6f5dKlS9KkrampKeXKlaNp06akp6ejVqtZt26dFOzLyMigZs2a6OnpceLECWxsbMjOzubatWs4OTlx8OBBxo4dy+PHj8nNzWXIkCE8fPgQXV1dypUrh7GxMfb29pw9exZ7e3u2bt3K6tWrGT58uOQI8Hdm1KhRjBo16pX3AwMDGTJkCAkJCdIEdcmMe83rVatW/eY2PT09Sy3XCLbg1axhGZm3wdjYmGbNmuHs7IyOjg6urq6MHj2aa9eu4e7uTo0aNTA3N6datWrY29vTpk0bGjdu/FbbnjJlCp07d+bjjz+mRo0a77knMjL/XF520Xmbcc3LXLp0iXbt2lGjRg1atmzJL7/88trPTZs2DW9vb4qKijAxMWH16tV4e3tTWFiIgYEBtra276pbHwxNsD85ORkPDw/y8vKYN28eY8aMoVKlSnh6epKenk5kZCS5ubksX76cJk2aoFQquXHjBi1atCA4OJiAgAD27t3L1KlTadasmSTY0QS8/qwYeteuXZiZmREeHk5RURGurq5069aNli1bMnfuXHr37l0qG75FixYcP36cU6dOoVAoUKvV6OjoIIRg9erVxMfHc+LECamU2d+F9+miIvNhKSoqIigoiKtXr0quXlOmTCEqKoohQ4YQEBBAWFjYa881BwcH7t69yxdffMHIkSPJy8vD29ubL7/8kmfPnuHv78+DBw+oVasW3bp1kzJ+J02ahIGBAePHj0etVhMYGMiAAQNQKpUYGxujq6vLkSNHUCgUrFy5krlz5/Lzzz9jZWVFq1atpLYLIahVqxanT5/Gy8uLU6dO8fHHH782uUJTWlmtVpObmysFul8OhOfl5dGzZ09SU1OZNWsW1tbWbNq0iW7dunHq1CkMDQ2pU6cOu3fv5ty5c7Rs2RI/Pz9OnDjBl19+iVqtxs3NrdS+27Vrx8KFC6latSoBAQHcv3+fFy9eMHnyZDp37swPP/wAFDsTRkREEBwczPHjxzl58iTe3t74+PiwbNkyqfyykZERW7ZsKbUPTYnDihUr0r59e3x9fQEkZ5/27dsTEBDAhAkT2LVrF5UrV6aoqIi9e/diYWHBsmXLOHDgAMuXL+fZs2fMmTMHpVJZShzwrtizZw8zZ85k+/btNGjQgE2bNjFjxgy2b99OlSpVyM3N5dChQ2zZsoWVK1fi5eXFnTt3UKlUXLp0ibCwMJo3b05QUBD9+/d/L218Ezt37sTZ2RkTE5O3XiciIgJbW1sqVarEjRs3cHV1fY8tfPf8mttC//79mTx5siRAlnl7NNeuhg0bcurUKQIDA3nw4AH37t1DCFHKSfp1CWvJyck0aNCAxMREOnbsKCXG9e/fH19f3zcmmpmampKSkiI51WgS494kCvo92NnZvVL6W/O+RpyXkpJCo0aNSs2BAFJim5GREUeOHCm1rEmTJhw7dgylUom/vz9Qeg5FMxcTEhJCSEiI9H5oaCjjxo2Tf58y/1qCg4PR0dEhNjaWMmXK4OnpyaJFizh16hTOzs6sW7eOBQsWcO/ePczMzCgsLGTUqFHs2rWLy5cvc+HCBVasWMGXX35Jeno6L168oFGjRhw7dow9e/bg7OzMxYsXmT59OoMHD2bdunWvPcf/CrS1tRk3bpzkphoREUH9+vUJDAwkNDSUcuXK4enpSYcOHYDi+EGnTp04fPgwV69eRVtbm3LlymFqaiq5i23evBk3NzccHBxQKpU4OztLDjqaRM2ZM2cSHx/P4cOHUSqVmJqaUrt2bVauXMnt27fp3bu3VPK95LXT1tYWbW1tGjRoUEoEVJIrV65IghxtbW2uX7/O559/zqNHjyTX65JkZmZy6dIlaZyZkZGBEOKdJ/d+CN7Xs6ZKpcLCwoJatWp9kHiMjIyMjIzMryKE+Nv8s7e3FzIyr0OtVgshhCgoKBCOjo7S3/9WVq9e/U62M2LECNGhQwchhBDm5uaiXr16wsXFRQwePFhYWVmJJk2aiKNHjwpDQ0Oxdu1aMWXKFGFmZiY2b94sqlatKqZOnSoSExNFnz59hJWVlYiPjxdr1qwR9vb2Ii0tTUydOlVERUWJsLAw4ezsLK5evSo8PT1FZGSkEEKIO3fuCHd393fSlw/FggULhLOzs2jRooX45ZdfPnRzZGQkYmJixKRJk373ejdv3hT+/v6/+TnNdTYnJ0e0atXqd+9HRkbm7Zg6dao4dOjQh27GByUmJkZ07txZdOrUSezevVs0atRIGBoaigMHDojNmzeLrl27Cn19ffHFF18IFxcX8ezZM+Hk5CSuXr0q+vTpI1xcXISLi4uwt7cXOTk5omHDhsLZ2VmUL19erFixQty+fVsYGxuL/v37i/bt24uMjIw/3ebZs2eLPXv2SH+7uLiIvLw8IYQQgwcPFufPnxdCCLFs2TLx/fffi4SEBBESEiL8/PzEjBkzxPr160VISIi4d++e6NmzpxBCiNzcXOHi4vKn2/YyhYWFf3hdFxeXf/24+7/Kjh07xMSJE4UQxb8RFxcXcebMGZGbmyvatGkjhBDi2bNnQgghnWtCFP8mjh07JoQQ4vnz56KoqEgIIYRSqRTPnz8XCxYsECtWrJC2K4QQTk5O0n47dOggHj9+LIqKikS7du1EXl6ecHFxEfHx8WLYsGGibdu2om3btqJnz57C19dXDBkyRNSrV0/Y2tqKHTt2iLp164qWLVuKli1bCkdHR2FoaCiqVasm8vLyRGZmpjA1NRWVK1cWnTp1Ej4+PsLHx0eYmJgIAwMD0bRpU+Hh4SGEEMLa2lo4OjqKVq1aCXt7e/HLL78IfX19Ub58eWFkZCT2798vhCh+nnJ2dhatW7cWt27deqU/v8acOXNEo0aNhIuLi3BychJffPGFiIuLExUrVhS5ublCiOJ7wL59+4QQQixfvlysX79eBAcHCwcHB+Hi4iIcHR3FokWLxNq1a6XjWrINVapUka6BDRs2FGlpacLFxUXk5+dL35cQQrRu3fo323bnzh0RHBws/Pz8REJCwlv1UcOvjUtjYmLEl19+KYQQYu3atSI0NFTs3btXCCHEgQMHxIwZM0RMTIwYO3asEEKIy5cvi4CAALFlyxZhbW0t9e/TTz8Vjx8/FqNHjxZ9+vSRvqP3TWFhofD39xdXr179Q+v/0TH7+yA6OvqdtOXPHI//Kjdv3hS+vr7i0aNHwsPDQ7Ru3VoMHTpUCCHErVu3RNOmTUWPHj2Em5ubuHnzpli7dq1YtWqVEKL4OhETEyMyMzOFi4uLcHd3F97e3iImJkacOXNG2NjYiC5duoguXbqImJgYkZ2dLdq0aSN69eol7VcIISIiIoSjo6No2bKlOHPmjBCi9PXsj45BNL/xRo0aib59+4pGjRqJVatWiUmTJokpU6aI1q1bi+HDh0vPoE5OTiI3N1e4ublJ23B1dRX5+flSe06cOCGaNGkifHx8RJMmTYQQpX93mrYeOHBAODs7C3t7e7Fu3TrpeP3Tx9aa4xAWFibS0tJEYmKiOH369AdulczfhaNHjwo7OzvRtGlT0b59e1G9enVhZ2cncnJyhIWFhbCzsxMtWrQQVapUESYmJqJChQqiQYMGokqVKsLKykr07dtXxMTECCMjI+Hn5ydWrVolXFxchI+Pj7C1tRVqtVq0aNFCuLq6ips3b4r+/ft/6C5/cDZv3ixmzZolhCh+1lu4cKEYOHCgEEKI0aNHi7Vr14qbN2+K+vXri4KCApGQkCCCgoKEEP9/Pmueq0aOHCldowoLC8Xy5cuFra2tEEKIlStXiqlTpwoh/n/sVlhYKNq1aycKCgqEEEIa4/0b+D3PmtevX5fuZ782Fv/xxx/FuHHjxKFDh8TatWvFqVOn3klbZWRkZGRkfg3glHhLLYyc+ijzj+DGjRsEBgby7NkzAgIC3lvWrkqlYtGiRQghyMrKIjg4mDVr1lC2bFl69OhBYWGhpMpXKpWUKVOG0aNHU758efz8/HB1dWXy5Ml8//337Ny5k9mzZ6Ovr09oaCg3b96koKAAf39/3N3dUavVmJqasnXrVlJTUxk4cCAmJibcvHkTbW1tnJ2d6devH3p6erRv354vv/zyd/dn+vTp1KlTh8qVK6Ovr09mZiZXrlzh+PHj6Ovr8+TJE8aNG/dK2YfevXszffp0wsLCWLx4MX369OHJkyd4enpiZmaGEIIBAwZw9epV9u3bx7Zt21i0aBEDBw6kQoUK7Nu3j5kzZ5KTk8P48ePf1dfzQRg9ejSjR4/+0M2QkfnLiY+PJyQkhKdPn5bKQJSRkfn3kp2dzeHDh/nkk09eWTZ79mz69u2Lubm59N6aNWuk0iujRo1i/vz56Ojo/KF95+fns3//flxdXVmwYAH79+9n7ty5fPPNNxw+fBhvb2969OjByZMnWb9+PefOnSMwMLBUpmD58uXR09PD2NiY2NhYWrduzXfffUdQUBDlypXD2tr6ldIJf5S6dety/PhxOnXqJLn8aMq1vi4bvkmTJowcORInJyecnJwYNWoUc+bMoXLlyty6dYvCwsI3lhr8I6hUKhYsWIAQgl69erFkyRJ0dHRYunQpjRs3pnXr1sTFxZGSkkJoaCgREREsX76ciIgIXFxcSEhIkDLRX3ZRkfl3cOXKFcmFRvPbtbGxQaFQSH+vX7+eDRs2oK2tXepcW7ZsGaampkRHR7Ny5UrKli3LhQsXyMjI4MqVK3z22WeltluS5ORkvL29geIMYE3ZgGbNmpVyxbl79y6BgYFcuHCBdevWkZWVRVJSEnXr1mXXrl3MmjWL9PR0jh8/TlBQEOfPn+f69esMHz6cKVOmMGPGDOrUqUOVKlWoVasWM2bMICUlhcmTJ1NYWIihoSFHjx7lzp07DBs2DGtra0xMTOjZsydffPEFw4YNw8PDg7CwMMqVK0dUVBQrVqyQMpzfhrp169KvXz/GjBkDQF5eHl26dGHq1KnMnj2bqVOnSsfE09OT5ORk+vbtS1ZWFu3ataN79+4AqNVq6Xt4mSZNmrBt2zbKly+PWq2WSr28nEWtpaVFVlYWlSpVoqio6JW2qdVqCgoKWLp0KXfv3iUgIOCdltYt2R59ff1X3I40x0Hzf+3atalbty4dOnSQXFs0bVywYAH5+fk4OTnh4eEhbbegoIC+ffty584dzM3NCQgIYPHixRQUFJCXl8e2bdt48uQJAwYMwMDAgPT0dDZt2kTNmjWZM2cOu3fvRk9Pj4iICCwsLGjcuDG2trZYW1sTGRnJpUuX6NGjBxcuXJDcYpRKJSqVitDQUNLS0khJScHKyorw8HBCQ0Np3bo1a9asIT4+np9//pkOHTpgY2ODl5cXO3fu5Pr169J38C552RHrxYsXODg4kJiYSF5eHlFRUbi5udG/f3+p1HJJp6u1a9dK94m1a9eybt06cnJymDVrluRKIPP7sLKyktxh9u/fX2qZhYUFp0+fLvVe//79pdcaZ2co7d6rQVOyuCQl3Wc0+/X395ecZzRoyrG8adu/h/v375OQkMDp06fZtm0b48aNY8CAARw9epSNGzfy008/SZ/V09PD1NSU27dvU1RURI0aNUqVqvrqq6/YuXMnJiYmWFpavnGfzs7OuLu7U1BQgFKppF+/fm/d3qSkJE6fPv1BxzZFRUWlru2a806DpszpoUOHKCgokEqYyfy3cXJy4smTJxgZGWFiYkJGRgb37t3D3NycvLw8ypcvT0FBAQUFBajVanR1dUlKSqJJkyal3LT09PQkh+S2bdsSEBBAzZo1cXNz4+LFi5ibm0sBpP86Xbt2pUePHjRv3pznz5+zb98+ioqKMDAwoE2bNjx79oy0tDTMzMxwdXXl8uXLxMfHExwczPnz5/Hy8kKtVhMbG8vly5fZsGED+fn5DBo0iNu3b3PlyhUqVarEJ598Ij1v16hRg+7duzNz5kw+//xz2rVrh5aWFg0aNGDJkiUf+IiUprCwEBsbG+7du0eZMmVYvnw5Q4YMITc3l3r16nHixAkaN25MZmYmjx8/ZvDgwcyfP5/Lly/j6uqKWq1GX1+fx48f8+TJEz766CPs7e2Jj4/n3r17FBUVUa1aNS5evCg5zCqVSjw8PGjcuDFhYWE8e/aMESNGEBUVRXR0NJGRkZLLUGJiIoGBgYwYMYKkpCQMDAzYsGEDjx49KhWP2bVrF9WrV/+Qh1JGRkZG5j+ALMyR+UdgbW39iq3t+0IIIU32njhxgujoaIKCgnj48CE7d+5k/fr13Llzh4oVK7JgwQIMDQ2ZOXMm7dq1o2XLluTk5NCsWTOysrK4ePEiZ86cYezYsTx8+BAXFxcGDhxIrVq1uH79OsnJyezatYv8/HxOnz5NmzZtcHFxYenSpXh5eeHt7c3cuXP/8EOQZsLx9/DVV18BcP78+VLv/9qgv6ioiLt376KtrY2Xlxfjx48vFbiTkZF5f4SHh7Nu3ToAFi9eTNOmTenVqxfp6eno6emxbds2DAwMCAkJISYmhiZNmgDFQfBPPvmEZ8+eSSLBkri4uBAbG/uX90dG5r9GyWDLhyY7O5sdO3bQtWvXUkGCoqIiKTBQkpLCnEWLFv2pfTdt2lSy6R4zZgy3b9+matWqxMXFYWFhga6urmShvnTpUmxtbVm1atUr4hyAp0+f4ubmxrlz59DW1iYtLY3nz59jb2//p9pYEm9vb8nqvUKFCqWWBQUF0adPH1atWkWjRo1o0aIFAGXKlMHJyQkHBwcuX75MixYt0NXVZcCAAbRq1QoXF5d31j4ovs7v27ePli1bEh8fLwkQ9u7d+8pnCwoKiIiIID4+nlOnTpGQkCAte7kkzn+Bv0Ow7l3ycuAPXi8ue/lcWrp0KYmJiVy/fp1Bgwa9st3z588zf/58rKyscHBwQAghbdfGxkbab8ntvklI8nL7jI2NUSqVRERE4O7uToMGDcjLy5NEAR999BGmpqbS60ePHnH9+nUpaNmsWTNOnz5NlSpVXmn3gwcPsLS0RKFQYGVlxePHjwGwtLRk4cKFQPH1EODrr78mOjoatVpN/fr13+ZwS3h7ezNixAiphJFSqaRbt24MHjxYEnjAq+UM7ezs3rpk88slDjVlil8mLCyMzp07o6enx5AhQ+jVq1epto0aNYobN26wY8eOP5Vc8bLApUKFCowaNYrs7GyePHlC06ZNSU1NZfPmzcybNw87OzvGjx9PfHw8CoUCd3d3cnNz2b59O5UqVaJq1aoolUq0tLTw8fHB0NCQ//3vfzx//hw/P79S+/7xxx9LlcjKysp6pTzWp59+yi+//EJKSgqJiYl8+umnLF++hJXSTAAAIABJREFUnMOHDxMfH09cXBxhYWEsW7aMtLQ0jh07Rvny5blx44YkxikpmChJw4YNCQ8Pp0OHDtLvB4rvCRpxWGpqKpMmTcLLy4sffviBOXPm/KHj/Ftoyi1+9dVX9OnTh8TERExMTJg0aRJBQUFMnDiRWbNmUaVKFVJSUlAqlejp6eHv78+ECRMIDw/n3LlztGnThtmzZ6NSqbCxsaF///6YmppKQolly5axbt069PX1Wb58OSYmJgQEBPD06VPq16/P0qVL30v/ZP6efPzxx5QtWxZzc3Oys7O5desWjRo1AsDe3r6UMAege/fubN++naKiIkmIqCE7OxsLCwugeD4QXl926/Tp00ybNg21Wl2qDNjb8KYSXL+XX0vw27lzJ/369ZMEg+vXrycuLo758+cDMHToUCIjI0lKSqKoqIi8vLxS29aUjVu5ciVZWVnExMRgYGDAZ599ho2NDYsWLZKC9zL/HbS0tHB0dGT//v3k5eWhra1Nw4YNOXHiBEII6TlozZo1BAQEkJOTQ69evXj06FGpkoxly5blxo0bFBYWEhERwa5du6hZsybR0dG4uLgQExPDnTt3PmBP/z7o6emxZ88eVCoVUVFRrFq1ilu3bklCxGnTptG1a1eqV6/Oxx9/TGhoKJcuXcLCwoLs7GwOHDhAUlISOjo66Onp8eDBA2bOnImNjQ2GhoZYW1tLpf80bNy4UXpdr149PD09/+puvzVTpkyhSpUqXLp0iX379vHZZ5/Rt29fpk6dSseOHYHikoZ79+6lXr161K5dm9mzZ5OXl8fhw4fp3r07mZmZ3L17lxcvXrBz506cnJwwNzeXnlMWLlxIUFAQs2fPBopFqYWFhQQHBxMbG4uLiwvffvstqamp6Orq4ujoSMWKFblw4QIff/wxHTt2JDk5mbZt2+Lu7s7YsWO5efMmp0+fxsbGhqFDh7J9+3ZGjhz5wY6jjIyMjMx/A1mYIyPzEjY2NsCrk723bt2iYsWK7N+/n5CQECIiIjh8+DBz587Fx8eHffv2AcXZTsuXL6dp06bo6+szYcIEdu/ezd69e8nPz2fbtm2cOHECIyMj8vLy2LRpE927d6d8+fLs3bsXlUrFtm3bOHnyJKGhofj6+uLn51cqG/DvRk5ODl5eXuTn5+Pm5iaLcmRk/iKys7PZvXs3R44ckTI9du7cSUREBOXKlSM8PJwtW7bQqVMnTpw4USpb8fbt21SuXJm9e/fKGVAyMv9hjh07xujRo1Gr1Vy8eBEhBKdPn6ZcuXJcvnwZpVJJmzZtWLhwIfHx8ezcuZMlS5ZQqVIlkpOTcXFxYcSIEQQEBNCyZUtu3rxJ7dq1ycvLk1wDHjx48JuBOm1tbSpXroytrS0TJ05k4cKF5Ofns3HjRrS0tBBCcPbsWQAcHBzYsmULq1at4tmzZ68IY1JTU9m5cydnzpzBx8eHadOmUaFChde6TfxRtLW1Wb169WuXGRkZvZIND5QSO+bm5kqvhwwZwpAhQ95Z2zQ0bdr0jQIEDZrrf2ZmJhYWFujo6LwSpHrZReXvwOuEJn8UjeNFSd5VsO59oVKpmD9/fiknkP/9738cPnwYbW1t1qxZA8CAAQOoVKkSnp6exMbGkpKSgra2NtHR0VhaWjJ48GC++eYbatasibGxMQMHDsTY2JjExESmTZuGg4MDdevWJT8/n4cPH74SVC1Tpgy+vr4YGBiQnZ3Np59+SnBwMAsXLmT9+vUYGRlhYWGBg4MDXbt2ZcyYMW8tJFmxYgXr1q3j8ePHLFu2jN69e3Po0KFS59HLQVqNW1VJJxaFQlEqOxzA1NSUlJQU1Go1d+7cISsri3HjxqGlpcX9+/dZvXq1FGBVqVQcPXqUQ4cOsWHDhjd+Jy+7HGj+fvr0KStXrpRcYTRs27YNgB9++IF+/fpJGb1Q7CijcbjQ4OjoWOpvzb4cHByIjo4utazk71nz2snJiWPHjpX6nMaJpiSjRo16Yx9/i/v373Py5MlSApfu3bvTtWtXQkNDpaz7iIgIKfvZw8NDEmfZ2dm9EpSaNGkSkyZNKvVe7969X7v/1wmzNIJ0Ozs7Dh06BBQLEbW1tbGzs6NixYrk5eVJ4oFmzZoxbdo0oFi8Vr58+Vf28zpxAJSeR9Bca8eMGcOCBQuA4nH7yZMnOXr0KBkZGWRnZ0tZ2a9zpfszaByxKleuLLnj6OnpcfXqVQoLCwkLCyMrK4s5c+Zw/PhxatWqxTfffEPDhg3Jyspi9+7d2NrasmvXLtzd3SlXrhxXrlyhVq1aLF26lEGDBpGVlcUPP/xAfHw8Ojo6FBUVMXbsWCZOnEjLli0ZP348P//8My1btnwnfZL5+/PyuWFpaSm5+bzOFdDT05OuXbuipaXFsGHDSi0zNDQkLS0NY2Njrl69Kr137949atSoIb339ddfEx4ejrm5OXXq1Pld7VWpVGzdupWLFy+ipaWFra0t8+bNeyV5peT1XTNmSEhIYPDgwaSmpmJsbMyjR49o0KCBJOp9/PgxDRo0wNramgoVKpCYmMjgwYNxdHSkTJkyqNVqnJycmD17Nmq1ms2bN3PlyhUGDBjw2rYGBQVRUFBAYGAgcXFxbN68mRkzZnDgwAF27dr1u/otUxqNu1nJ+3BERAS2trY8ffqUqKioUvcmzThh0qRJpZIU/mrat2/Prl27SEpK4ocffmD48OGYmppSoUIFjhw5QocOHZg6dSqtWrXi8OHD3L17l+bNmzNs2DBpjNGiRQtycnLYtWsXlSpV4syZM+zfv5927dqhUCgYNWoUS5YsISIi4oP08e/My0JEAwMDFAoFubm5HD16lClTpjB//nw2b97MwYMHKSgokO6HmvGCZl1DQ8MP2ZV3QlJSErdu3UKpVFJQUMCtW7do27YtBgYGpaoetGjRAoVCgZaWFgqFgqpVq9KvXz9OnjxJvXr1qFKlCmlpabi5ufH8+XOWLl3K5MmTyczMBIqPXUxMDJUrV6Zq1aro6Ohw+vRpZs6cSXJyMlpaWnTp0gUDAwO8vb2la3diYiKGhoZMmTKFR48ekZWVJYnOOnXqRIMGDbh3794rzwwyMjIyMjLvA1mYIyPzEiUnE0q+fvjwoZRZoHGTsbCwIDw8nLNnz0pW5EZGRlSvXp38/Hwp6KJZT1tbmz179nD//n2MjY2BYlFLyc9oUCgUb7Tp/rthYGDA0aNHP3QzZGT+c9y4cYMLFy7Qtm1b6b3CwkLGjh3LuXPnePLkCd26dXtttuLHH3+Mra0tvr6+2Nvb8/nnn3+obsjIyHxA9u/fL2Xsh4SESMGO+Ph4zMzMKCwsZMKECZKLBBQHjU+dOkXVqlX55ptviIyM5KOPPmLPnj3Ur18fKysrlixZIrkGzJ49+60Cddra2nz++edMnz69lE23psTSxo0bUSgUrFq1CgcHB1auXImHhwdHjx5FpVKhVCoBmDt3Ll26dMHOzo4GDRqwatWqv5Uz0V+Ftrb2KwIEzcSvZoyqCZhVrlyZ1NRUioqKJAGUhpddVD4UJctzBQUFMXfuXAoKCggJCcHd3Z0dO3bw9ddfS2Vk7ezs8PX15cmTJ9jZ2fHNN9+QlZVFjx490NfXR6FQMHr0aLKzs+nSpQtFRUU8fPiQgwcPcurUKaKiovD29mbcuHEAnDlzhgsXLnD37l3Gjx+PWq0mMDDwjUG0901JJ5AlS5Zw584dVCoVly5dIiwsjIkTJ5KRkUFUVBRFRUVs2LCB2NhYhBBoaWkxdepUEhISMDc3p3Xr1hw6dIhBgwahVCpZvHgxjo6OJCQk8Pz5c8qVK8fjx4/p2bMnKpVKcgyxtbWlfv36uLm5SeV8X7x4wZYtW9i/fz8TJ06kc+fOpUpUAb8qJNEwatQoRo4cyYgRI1ixYgUrVqz4TdFIt27d8PPzw9nZmWrVqjF+/HieP3/OxIkT6d27t3St09HRYdiwYbRp0wZtbW0cHBy4dOkSAFWrVmXSpEkcOnQIY2NjKlSogKurqzSOknkzKSkpkhBGI3BxcXHhyJEj9OnTBw8PDzp27MilS5ekAGhGRsYfFoi/XK6pWbNmDB48mOrVq1O/fn06duzI0KFD0dHRYevWrdjZ2ZGUlERWVhaurq64urqSmpqKEIIDBw6QlpbGzZs3uXv3LkII0tLSJFHLsWPHuHXrFubm5hw7doxevXpRq1YtSRwAbxbs6OrqUlhYKLnSTZw4kc8++4zOnTtL/XidK13J46o5v4YPH/5aQdXLgWWNc5W9vT1DhgwhKSmJmzdvUq9ePSwtLbl37x7NmzcnNTUVLy8vIiMjCQgIIDQ0FGNjY5KTk8nOzuaTTz7h8uXLpKeno1QqycnJwdzcnPz8fFJTU2natKlUwlJbW5tLly4xYcIEtLS0yMnJwcHBQWpjREQE9+/fp7CwkEmTJhEeHs7y5cuZNm0aJ06c4KeffmLevHmoVKpXxFglEUIwdOhQfvnlF7KysnByciIlJYWMjAz09PQ4ePAgCoWCnj17kp+fj5GREe7u7vj6+r5SUlxHR4cBAwaQmpqKhYUFFhYWhIaGvtaRVOb3U61aNezt7WnTpg2NGzd+Zbm+vj7GxsYoFAr09PRKLZsyZQre3t5YW1tLzjn9+vVjwIAB2NnZUbVqVaD4uq8Z82nm2H4PZ8+exc3NTRIPXr9+/a2SV0JCQpg5cyYrV64kLS2Njz76iJs3b7Js2TJWr17NokWLsLCwwM3NjcuXL7N9+3bq1q3LkSNHWLVqFT/99BOTJ0+mXLly9OvXT3KGyM/P/802Ozk5ERoaSkpKCtWqVaNs2bK/u98yv45mnPO68YlmnAB8UGGOo6MjAwYMQFdXFx8fH3x8fEotr1q16hvnaTX3Cs2zU0k8PT3/1s4sfxded8/v06cPFy5c4MmTJ+jo6Ly2bGh8fPwr675ORP5Po3HjxuTn50vPHfXr1yc2NhZnZ2cKCgqkzz19+lQS6hQWFmJmZsZ3331H7dq10dXVpW7dupQpU4aMjAwcHBwoU6YMJiYm0jNrmTJlMDQ0JCUlhenTp7Nv3z7mzZtHeHg4/fr14/bt28D/j700PHjwACcnJ06fPk2vXr1YvXo15ubmKBQKHj9+jLm5OZcvX5avpzIyMjIyfwmyMEdG5i2xtLTku+++w9vbGx0dHYQQLF68mD179nDx4kVWr14tBa20tbWxsLDAxcWFX375RSoZUFRUhFKpJCYmhgoVKuDs7CzZh78c9Ni9e/cbbbplZGRkAGrWrEm5cuWkrGu1Wk1SUhLPnj2TJv3u3Lnz2mzFvLw8Ro8ejba2Nh06dMDX1/e15R5kZGT+3QwdOpQZM2Zw7do1atWqxdOnTyWHlfr16/Ps2bNSnxdCYGRkBBRPjGVnZ3Pz5k3JVaBKlSrUrFkT+H/XgF8L1EHxpLBmYvh1k8GBgYEMGTKEhIQEyQlk0KBBr5TW0UyeDxw48JVJ8v+iMAdeFSBoSpN6eXnRunVryYVDV1cXf39/WrVqRcuWLSUHi78b9+/fx8zMDH9/fxo1asTChQtxd3fH1dWVM2fO8L///Y/p06czbtw4GjduTO/evVmxYgXPnz8nISEBHx8fZs2aRYUKFfD19aWoqEiatN2zZw8zZ84kOjpaEjA5ODigUqk4cOAAO3fupEaNGgQGBrJ7924qVqxI+/bt8fX1pUyZMn/5sSjpBDJx4kQUCoV0HlWrVg0oniTX0dFBR0cHf39//Pz8sLS0ZPr06Tx69AgrKyugeDyRkZEB/H8Wr76+PgAHDx5k8eLFCCGkz/wa+vr6mJmZcfv2bRISEpg1a9Yf7qOWltYrIgRvb2/g/4NmQgjS09OZNWsWCxcuJDAwkHXr1pGbm0vbtm0JDg5GoVCQk5ODpaUlERER+Pj4kJaWRlpaGg0aNCAmJoZnz55hYGBAixYtSElJ4fjx42zcuJHk5GSePHlCTk4OW7dupWnTpqSnp2NoaEi1atU4cOAAixYt4ty5czg6OmJmZsaePXsQQuDq6ioFlLt06UJERATGxsaMGjWKvn37Ym9v/6euTS+79JRk586dODs7Y2JiImX+/9FyfiWFIRpKOgZosLKyIjk5GYBTp05Ru3ZtCgsLpVLJGrGcra0tBw8eREdHB7VajZaWVqn7wNuiKdcUHh5OUVERrVu3xsHBgfT0dPbs2UOfPn3Q0tIiNjYWc3Nz7t69K7nkGBgYEBkZScOGDTE1NaVevXqoVCrq1q1Lq1atXhEofvTRR4SEhFC9enX8/f3ZsmULN27c4OHDh7Ru3Zq8vDxatWpFYGAgkZGR3Lx5k7Zt2/Ls2TN69+5NZmYm8+fPx9jYmD179lBQUMC5c+eYMWMGZcqUoUyZMuzduxdHR0euXbuGsbEx1atXR6lU0qpVK7Zu3cqePXto167dWx0bTblFJycnKlSogJ2dHdWqVcPFxYXo6GgWLVqEQqHAyMgIhULBvn378PPzo1evXnTu3JnmzZtz//59VCoVU6dOxdnZmbS0NGrVqiXto0aNGixbtkxyMCsqKqJu3br4+flJv7WSwTgoDhRrzt2tW7cSFxdH2bJlmT17Nj///DNQLDr4Nfbu3YuFhQXLli3j888/l8Sn9erVo379+kRHR5Obm0urVq2YMGECwcHBQPF9bu/evejr6zN58mQOHz6MgYEBenp6REVFMWfOHF68eEFmZuZrHUll3szL56+VlZXksPGyCxZQ6rq1efPm1y5zdHTkzJkzpZY1bdpUusZo+LNjPhcXF4qKiiTxYN++fd+YvFJSqJOcnMykSZN49OgR2tramJiY0L59e1asWEFmZiZqtZpq1apRp04dLl++zLVr17hx4wYNGzYEiucMv/76ayIjI7l48SLdu3enT58+b5z7UygUUpkrLS0tHBwcGDt27L+m5Ob7oqSQT19fn08//ZSzZ88yZ84cPD09WbVqFVD8O5w9e7bk9qkRO+rq6pKcnIyHh4fkUPjkyRMmT55Mr169OHfuHEqlkkmTJtG+ffu/rF9Hjx5l3LhxkoDwZUaPHv3W9wuZd0eXLl0IDg6WXKxeLmk6atQoDAwMXlnPxsZGEpFv2bLlL23zu2LGjBnY2tpiZGSEjo4Ow4cPZ+nSpaxYsYJ69eoBxXEVTdKxpaUlT58+JTk5GWdnZ4yNjTl58iQ1a9bk3r17lC1blqtXrzJixAiuX79OxYoVJUGPn58f06ZNY/DgwcTFxdG6dWu8vLykcYpCoaB58+bMmjULbW1tmjVrRuXKlcnJyUFfX5/BgwdjbGzMjBkziIyM/GDHTEZGRkbmv4sszJGRKUHJCYWSteNDQ0MpKiri/v37XL16lQoVKjB//nymTp2KEILt27fTsWNHli1bxnfffQcUZx6rVCri4+MZO3Ysenp6DBkyhF69epGUlMSFCxd4/vw5pqamGBgY0KVLF6kNPXv2ZNOmTcyaNYs2bdr81YdBRkbmH4KxsTHNmjXD2dkZHR0dXF1dGT16NNeuXcPd3Z0aNWpgbm7+2mzFW7duERAQQEFBAbVq1cLMzOwD90ZGRuZDYGxszNKlS9m2bRtffPEFLVq04Pr166jVatRqteTopxEvpKWllVpfCEHNmjU5cuQIUOx+8HIW4G8F6n6Lb7/9lp07d5Kfn//GCWiZ0pQc0/r7++Pv719q+bRp06RyLRpeJ4B6XUmcD0mdOnVIS0tDoVCQkZGBj48Pz58/59tvv2XEiBGEhYVJ5Zasra0ZOXIkUOzece3aNXJzc2nUqBGDBg0iMDAQR0dHRo8eLYk9Xmcpf+PGDRYtWsTu3buB4mCc5vOZmZk8ePDgg5Rx1QQnk5OT8ff3JzMzUxKxaBySNOW+CgsL8fHxoV+/fgQFBXHy5EmMjIxISUnB3NycGzduSOOAl5MFwsLCiI2NJS8v740B85czffv06cOYMWNwcHB4745LJYP0Bw4cICkpCSEEu3btYtasWZw4cYLo6GiCgoJITEzk+vXrNGjQgG7durFy5UoCAgJYv349arUaKysrJk6cyPDhw5k5cybHjx/H3d2dSZMm0b9/f8LCwnj06BHlypXj2LFj+Pv7M2fOHBYsWMDp06cJDQ0lODiYp0+fkp2dja+vL1euXAGgZ8+ebN++nYEDB5KcnMyiRYt+Vz9/b/m2nTt3YmNjg4mJSann2ndFSceAku/Vrl2bVq1aUaZMGdatW8eJEyf48ssvUavVuLm5Sc5o7dq1K+WM9kfQlGuC4iC3jo4OO3bsAKBNmzYoFAoqVKhAbGxsKeGanp4eO3fuRFdXVzo2nTp1omPHjgwaNIjQ0FCys7NLBbxNTU1JTU3lyJEjqFQq6tevz4ULFzA3N/8/9s48rqb8/+PPboUsLciYQiKFkWRpoXLLUoomZCcRoTFjmzGoScg2gzGbJTL52ZdMljGW5EYxlqIYYUiWLCOVJe33/v7occ+3jTEztjGf5z9y1s/n3HPPPed8Xu/Xi1q1atG4cWN27tzJvn37aNGiBf7+/vTr14+vvvoKIyMjnJycuHbtGvr6+lJc5OXLl5k2bRonTpzg5MmTJCYm0rRpU2xsbKSBKWNjY2bOnImrqyu7du2iatWqpKamsnr1amJjY6lSpYoUsVZ+YDk8PJwzZ87g4+ODvr4+ubm5QInbbfXq1cnLy+PXX38lOjqa0aNH8/TpU2bPns2kSZP48ccf+fHHH3F2dsbFxYVTp05JQrC0tDRJ2Nm3b186duyIjo4OK1asYMaMGfj7+/Pw4UNJDDp16lTy8/MxMDDA1dWVoUOH4uXlxcmTJ3F1daVfv34kJycjl8v5/vvvWbBgAevXrycqKooFCxZILmiHDx/GwcGBlJQUvvrqK3bu3ElmZiYFBQUYGxtz8OBBTp8+jYuLC+np6YwZM4azZ89y8eJFbG1tycnJwd/fn/T0dO7du0ezZs148OCB5IbVpk0bjh8/TmpqKklJSWUcSQXvLvn5+SxatAgoOQf69+9foXhFpVKRn5/PpUuXpPWsra355JNPiI+PRy6Xs3TpUmxtbXFycmLmzJloaGhw584dDAwMOHv2rOQ0aWdnB0Bubi4JCQkcO3aMjh07sm/fvufG2djZ2eHr68v58+f57rvvGDJkCHK5nE2bNr3aA/Qvp7J7hHv37uHv70+vXr1o2LAhAB988AGrV6+W3D5LU9qhMCwsjIEDBwIlogtLS8s3cn/s6OgoiRkro7TTqeDl8jwhor6+Pk+fPpXmVSYwV28Dyo47qJ+l/61oampy4cKFMtPKiyTLi54B6fumUChYtGgRRUVF6OrqEhkZSVBQEOfPn8fW1pb79+9Tt25doKRwonHjxtSqVQt/f39mzJiBs7MzZ8+eJS4uju3bt7N8+XIGDRrE3bt3cXBwoHPnzgwdOpQ7d+5gZ2fH+vXriY+PR19fn++//56IiAiaN2/+Su6ZBQKBQCAojxDmCAQviEwmIzw8XPq/QqGga9euZSqAKhu86NSpE8eOHSuzLfWNuUKhQKFQEBISUubGfvHixS+/AwKB4J2i9AuB8jEalVVPV1atKCLoBALBypUr2bFjB3fv3qVt27ZkZWUBYG9vz+XLlwkLCwOgQYMGDBgwAENDQ2ldY2NjgoKCmDZtGrdv38bDwwOVSiXFWqgpP1C3atUqyVXnRZg0aRKTJk16Cb0VPI9/gwBKHTukra3Nt99+yyeffIKNjQ3169fnxo0baGtro6uri1KpREdHh4SEBKDEvcPPz49q1apx7tw5ZDIZFy9epFevXujp6T0zgubp06eMGTOGNWvWSDEb1tbWbN++nRo1alBYWPjG3IW0tbVxc3MjLy+PyMhIVqxYgVwuR0NDg0GDBtG9e3dp2cePH+Pp6UlxcTG6urpYWloye/ZsBg8eTHFxMR999NEz+9GzZ0+cnJywsbGR3LLKU79+fTIzM/H29iYsLIwuXbowfPhwgoKCXknfS5OSksLmzZvZv38/RUVF5OXlkZ2djZOTE76+vtI1y8jIiKysLK5evUrbtm05d+4cTk5ObN26lfz8fHJzc4mMjCQpKYlr165hb29PjRo1OHLkCL///jtnzpzh/fffp06dOjRp0gQTExNUKhVXrlzhyy+/5Ny5cwQFBfHee++xc+dOMjIyGDhwoOQW4+XlxZAhQ2jWrBlOTk4v1Lc/i29T8+OPP7J27VqePHnCvHnzaN68Ofv27SMlJQVvb29ycnJwcHBALpczbNgw0tPTMTY2Zt26dcTFxfH111+XiXJLTk5m0qRJ1KhRg6FDh+Li4sLt27fx9vbm2rVr7Ny5k6KiIslFx87OjtatW5OYmEhISAjTp09n+PDh+Pj4IJPJOHLkSBlR0cuKyVDHNfXs2ROlUolSqeTRo0cAZYRi5cVhMpmM4uJiqfK6suVUKhV6enrcuXOH+Ph49u7dS+vWrZHL5cTHx+Ph4YG2tjYZGRnk5uaye/du8vLyMDMz46effuL27dtYWVlRVFREvXr1uHz5MtevX0epVPL48WM2bNjAyJEj+f7775HJZOTk5BATE0P//v2lWCtdXV0SEhLIyspi//79GBgYUFRUxG+//UZ8fDxHjx5FJpNJ16zyA8v6+vpYW1tLrplqyjsTDRgwgAEDBpSZNmLEiGc+X5QehAwICCAgIKDMcj/99JP099atW7GxsSEwMBB/f39pure3N99//z3R0dFoaWmxefNmFAoFaWlpQIkQbe7cuRw5cgQdHR2USiWHDx8GSj73pk2bSuskJydTUFCAqakpXbt2paCggOPHj3Pu3DmOHj0qCYz379+Pubk5GzduJDAwUBIWx8bGAv8bMDQ1NaVDhw5lHEkF7y6JiYk4ODhI4sHKild8fX1xcHAoc92dNWsWY8eO5cGDB6SkpODu7s7ixYsxNDREW1ub1q1bk5yczJw5c2jZsqU0CBwdHY1cLsfJyQlPT0+6du2KnZ0dzZs3Z+nSpZw+fRr43/dN/V2Dss/uGhoaDBjYbqAiAAAgAElEQVQwoMJ1TFCW8vcI9vb2jBkzhh49epQRhardAtVun6Up7VB48ODB19d4geA/Rps2bcq8t5w0aRKjRo3ijz/+wM/PDzMzM3r37s28efOka2Vl95Te3t54e3tX2H55N6JnFWcLBAKBQPCqEXfwAoFAIBAIBALBf5SJEycyceLEP13u7NmzFaapKzXVA7oymQwPDw/69esHlB1MKD1QJ3g7+bcIoJKTk5k8eTL9+vUjNzeXGzduIJPJmD59Oj4+Pjg5OTFt2jQMDQ3ZvHkzycnJtGrViho1avD++++zfPlyzp8/j42NDVlZWRUGYEoTGRnJpUuXGDZsGFDiSDFr1iw8PT1RKpXUrl2byMjI19X1MpR/eR0YGFjBwUQdPaSvr1+hEtfa2rpC8UDp76y6yCA4OJjg4OBKlzMzM5Om7d+/X/q7uLiYVq1aSS59rxILCwt8fHyYMmUKUPIZzZkzhyNHjhAREYFSqZSWValUNGnShISEBCwsLFi9ejVmZmakpqZSp04dBg0axJQpUwgKCmL16tW0a9eOLl26MHXqVMaPH8///d//0bFjR86fP09xcTFPnjyhVatWKBQKLC0tmTlzJhEREWzZsoWCgoIysT81a9ZEV1eXb7755i/FexUUFLB3715cXFyIiYlBqVTSo0ePMgPEAwYMYMSIETx8+JB+/fpx4MAB3NzcCAoKwszMTKpY/umnn2jZsiWbNm0iNDSUyMhIKca0dJTbqVOnWLhwIXK5HJVKxfXr18nKyiI6OppNmzYRGRkpub0C3L9/n6CgIOrUqUP37t1xdXXl1q1bxMbGolKpXplrkjquycnJiZo1axIcHEz37t1RqVTMnj0buVxeQQTauHFjPv/8c7y8vBg1atRzt9+nTx969+7N06dPadq0KbVq1eL8+fPcvXuX5cuXk5mZiZOTE7NmzaJ3795Ur14dLy8v9PT08PX1xdXVFYDDhw+zZMkSgoKC6Ny5MykpKcTExKCtrY2ZmRmJiYk0b96cixcvSt8ZDQ0NHB0duXXrFrVr18be3p6dO3dib2+Ph4cHMpmM4cOHU6dOHebOnQtUHFh+lpDudZKamioNar9IlNr27du5evUq9+/fx8TERIrUk8lk0nnk6enJ559/zuDBg8nKyqoQ11KlShVatWpFdHQ0CQkJODs7o62tja2tLTNnziQ8PBwnJyeaNWuGra0tK1asoEuXLhgZGdG8eXMMDQ3x8PAo40j6xRdfvOQj826SlpZGamqqFNvytvOsCL3yxSuVxafa2NhUiNoqL1Lr1avXM/cnk8mkyPvSPCuesHz7nhdjJPgf5e8R8vPz+fDDD5k5cyYLFixg5syZQEVhZmlKOxQ2bdq0zLxX7Qoo+HdSWdznX+F1RZW+7Zibm1d4funbty99+/Z9Qy0SCAQCgeDlIIQ5AsE/oHTW8KZNmxg8eDCFhYUYGhqydetWbt68yciRI6ldu7ZUXdigQQNGjhzJjRs3MDExkaxTBQKBQCAQCP6NPHnyBA8PDwoKCujatesbifURvPuoB7MWLVrEt99+i6GhIYsXL5bs+nv37s327duZOXMms2bNYs6cObi6urJq1SrCwsLYtm0bWlpaxMTEsGfPHoYNG0adOnUwNTWVBC6lqyXV+1OLctTUr1+fQ4cOvfL+/lvJzMykb9++jBkz5rXsz9PTk08++UQaCFYqlZLjwW+//UZ2djYHDx7E3Nyc/Px8IiMjUSgUFBcXo62tze3bt6V4oNOnT3Pq1CkSEhJIT0/n8ePHbNu2jQ0bNqCvr4+FhQW5ubnk5ubi5eVFcnIympqaXL16laKiIn7++We0tbWpVq0aBgYGFdo6cOBAgoKCaN68+Qv3r23btmRkZJCSkkLXrl2BksjA0gOH+/fv55tvvkGlUvHHH388c1tqtyAoiXdLSEjgvffekwQd6ii3gIAAQkNDCQ8P5+OPP6ZevXq0bNkSmUyGsbExV65cKbPdOnXq0KhRI6AkykBbW5vhw4czdOhQTExMmDNnzl+K4XpRyjvaApIYRk1ljralBanqwZ3SIrPS0QsJCQmSW9CTJ0/4/vvv+eijjwgNDWXJkiUkJiYyevRodHV1gZKo2M6dO3P+/HkGDx5MREQEXbp04fz582hoaHDy5EmePn1KRkYG1apV48KFCxgYGPDo0SN0dHS4c+cOVatW5caNG5Lb0ejRo5k4cSIGBgbk5OTw9OlTXFxc8PDwYN68edLg/vMGlt8UpqamJCUl4e7uzpkzZ6QYnz/D0NCQGzdukJeXR7Vq1VAqlZKDEZQI3TZu3IhCoaCoqIgePXrw6aefStdwIyMjVq5cKbn1NWnShAYNGrBnzx5CQkLKiBBXrVqFlpYWCxculM7jyhyDBH9OWloaMTExLyTM+avxfIL/8WcxRu8Scrn8H0VFlb9HkMvl9O7dmzFjxuDt7c1vv/32p9so71D4+PFjaZ6NjQ1eXl5MmTIFR0fHv91OwbtFZXGfL4tXHVX6pniWUFIgEAgEgncRIcwRCP4BpbOG16xZw549e9DR0SEoKIiYmBiaNWtWobrQ3t4eTU1NoqOjmTdvHgUFBW+6GwKBQCAQCAR/G11dXRGNJ3htlHeKUbvCQMmgfPmB+dKV7o8ePaJz584UFBQwfvx4yWni38bb/PK6du3aUuTM60BDQ0OKCYaSgeGgoCDatGlD165dGTRoEMuXL0dfX5/U1FS8vLzYsmWLNC0/P5+ioiK6du0qRTOZm5uzZcsWCgsLGT9+PNu2bcPBwYH4+Hh27drF2LFj2bFjB25ubhw6dKiCK8zgwYOJj48HyroQaWhoMHjw4L/UP5lMRt26dbG0tGT//v1oampSWFhYZn/z588nNjaW/Px8OnXqBJQMJJaOcwIktyAPDw9Onz4tiVHKCzoMDAxYtmwZt2/fxs/Pj+XLlz9X9JGZmSk5uxQXF1NcXMygQYPw8fHB39+fU6dOYWtr+5f6/TZhYGDADz/8wKBBg+jfvz/VqlVDV1eXzMxMatSoQbVq1WjevDnjxo3js88+o0qVKpiZmfHBBx/QrVs3bt++jY2NDWZmZvTr14/o6GhmzpzJ/PnzUSgUxMTEEBISgp2dHampqdStW5cWLVqwefNmvL296dGjB/Hx8axfvx4HBwdq1qyJq6srT58+BWDbtm2kpKS84aNUOV5eXnh7e+Pq6lqpWA1KXKFSUlJwc3OTIvVCQ0N5+vQp9erVo1WrVnzyySds2bKFlJQUJk6cSIsWLQCIjY0lLi6OiIgIiouL8fb2JiUlBWtra3766SeaNWuGnZ0dv/zyC1OnTpXce0rj5+fHtWvX0NXVleKrBBVRKBRlYu82bdrE8OHDKSwspHXr1ixbtoywsDDi4+M5fvw4X3zxBdHR0YSGhkrXQblczogRI6hTpw7u7u588MEHfP755xQWFjJq1CghhnoBFAoFCoWijIDwdfNvElWVv0cojfr7/sEHH0jT1Odq6eNb/n6rTp060r3n4sWLX15jBf9qjh07ViYGNCYmhvXr12Nvb0/79u05cuQI06dPZ+vWrVy5coV169ZhZWUlueOkpaVVEI6+7KjSmjVrvrkDJBAIBAKBQEIIcwSCf0D5rGE/Pz/S09O5d+8ezZo1o1mzZhWqC8vbOf9XKl0EAoFAIBAIBII3iRCR/XdISUkhISGBlStXkpeXx6BBg7h06VKFaXp6ehXWNTQ0pF69egBkZ2eTkZFBo0aN0NTUpGXLlgDPdIXx9/enXr16vP/++2W2GRkZyddff83OnTv/cl9kMhmTJ0+mS5cuaGho0LJlS3744Qdpfs+ePXFycsLGxkaKL3J1dSUgIECKFoQSV6mhQ4fi5OTE+++/z+effy4JiEqzcuVKduzYwZMnT/j888//tH1169YlJCSEs2fPEhwczOPHj/H09KS4uBhdXV0sLS3/cp/fJtTHo3r16syaNYuIiAgWLVqEtbU1Xbp0wdfXl8DAQKZOnUq1atXYsWMHd+/eZcyYMWhoaODt7c2ECROYO3cuISEhaGho8OOPPxIcHIympiZyuRwNDQ2MjIxo2bIl+vr6FBYWIpfLqV69Oo0bN5YGgdXRFqWj46DsIHLpQb03TdWqVdm9e3eZaeoKf7ULxtatW5k8eTKBgYH4+/vTvXt3zp8/z/nz50lJSWHp0qXY2dkxa9YsMjIySEhI4Mcff6RmzZo8ePCAy5cvk5WVxciRI9m+fTvvvfceK1eu5NKlSzg4ODB16lRGjBjB0aNH2bhxIwcOHCjTHhEH9NdQx96dOXOGgwcPoqWlxdChQ/n999/x9/enSZMmhIaGPtPl5I8//iA6OhpNTU1cXV3ZtWsXtWrVolu3bgwZMoQqVaq83g69o7xs8YxCoWDJkiWoVCr8/f356quvKCoqIjg4GBcXF/r06UNOTo7kHi6Xy2nfvj1xcXGMHDkSf39/kpKSCAgIoLi4mPHjxzN06FB8fX3R09MjISGBbt26MXPmTE6dOsWYMWNo3rw5jx49eml9EAheJXv37pViQK9du0ZMTAwADx48ICgoiOLiYtq2bUtaWhqJiYmEh4fz7bffPnebLzuqtHQMqUAgEAgEgjeHEOYIBP+A0lnDpqamFBYWsnHjRgIDA6VKwvLVhaamplIV6ZkzZ15/owUCgUAgEAgEgn8hb7NTjODtwsLCgi5dukhRRYWFhSxbtqzCtA0bNlRYt/zzW926dbl58yZKpZJHjx7RokWLZ7rChIWFASWDmNHR0Tx8+JDvvvsOHR0dcnJyiIqKws/P74X6UPp8d3d3x93dvcx8tUgjODiY4ODgMvO8vb3x9vausM0tW7Y8cx+lIxHUUU9q1MKQ0surp2lpabF69eoyyx85cuRPevfvoXT0FZQMlJWnvPuWvr4+sbGxZaYFBgZWiLYoP02hUNCrV68yrmDvOuULlx4+fIhCoZDOM7XIzdLSEi0tLdq0aSMVPCUlJeHs7FxmeyYmJvTs2RMfHx8SExO5fv06rVu3lrZfXpgjeHHKx955e3uTnZ1NWloat2/fLrNs+euo+v9WVlZoamoCJe/RPD09AcjIyOD+/fvvdBxqfn4+/fr1o6CgAH19fdzc3Lhx4wYxMTHIZDLWrFkDwMiRI6lduzbXrl1j586dNGjQgJEjR3Ljxg1MTExo2LAhAKtXr5aEZd988w1t27bFysoKS0tLWrVqxbRp015q+wsKCti7dy8uLi7ExMSgVCrp0aMHZmZm1K1blz179pRxVOvduzcLFy7E0dERX19fvvjiCzZs2ICxsTEODg7StVQul/PNN99ga2vLzJkzmT17NlFRUdSuXRsTE5OX2geB4FVRPgZUjaGhoSSSadq0KdWqVcPIyIisrKwy61cWQfmyo0oFAoFAIBC8HQhhjkDwDyidNbx27Vp69+7N6dOn0dPTo1mzZpWuY2try/Lly+nSpQsmJiZSjrlAIBAIBAKBQCAQCP45/v7+jB49mmXLlqFSqZg/f36l014ELS0thg8fTseOHbG3t0dbW/uFXWHUERpRUVFs2rSJ5s2bv7Q+Ct49/oviQ1NTU5KSknB3d+fMmTO0aNGC7t27S9+dwsJC0tPTOX/+PMXFxSQlJdG0aVNMTU3p0KGDFEdTWFgIQJUqVTh8+DBpaWkkJCRgYmLCuXPnAFEY9U8pLbbJyMjAy8sLX19fhgwZgkqlKhOhp6enx507dwA4d+6cJI4q7eJibW3N9u3bqVGjBoWFhVKU2btKVFQUHTt2ZNq0aYwbN47Hjx+Tnp6OQqEgJSWF+fPnM336dLKysoiOjmbTpk1ERkZib2+PpqYm0dHRzJs3j4KCAjIyMti1axdHjhyRHKOioqK4desWx44do0aNGi+9/W3btiUjI4OUlBS6du0KlDggNW3aFEtLS4YMGUK7du2YPHkyUPL5ampqYmJiwh9//EFWVhaNGzcGSr73aqGBWjygo6MDlDjVqd+Tmpubv/R+vEnUjmalhbCCd4PyMaB16tQByl43K4sFzcvLA5B+p0rzsqNKBQKBQCAQvB0IYY5A8Dep7KVZYmJiheUqqy58m+ylBQKBQCAQCAQCgeBdoHTsj/rf0pSfZmtrW2Ge2okG/he3M2rUKMaOHcuJEydYs2YN+vr6L+QK4+DgwIIFC9i1axdJSUksXryY7OxsvvzySykGxM3N7S/3822i9PESCP4qXl5eeHt74+rqioGBAXp6etSvX1+K+Bo0aBDdu3enXr16eHl5cf/+fTZs2IChoSEeHh44OTmhqamJi4sLX3zxRYXtv//++7Rr1w5HR0esrKzeQA/fHGrnrlfhwCSTyVi8eDFRUVHStFatWjF9+nQGDBjApk2buH37Nu7u7tIAdXlmzZqFp6cnSqWS2rVrExkZ+dLb+TZx7do1SaDUpk2bZ7pDtWzZEplMhrGxseQOVdpV6vjx4890jLKwsHglohwo+czr1q2LpaUl+/fvR1NTk8LCQgoKCpg0aRIymYzu3bszZMgQoMQRycbGhuvXr1OvXj309fVJS0vD2NiY1NRUKTKytHgASkRdt27dwsDAgN9///2V9OVt52VHkQlePaVjQAcMGFCp0KYyPDw8cHBwKHM/quZlR5UKBAKBQCB4O9B4mxSz7du3V50+ffpNN0MgeCHu3r1LeHh4BTtqgH379lFcXIyHh8cbaJlAIBAIBAKBQCAQCF4WX3/9NVFRURQUFLB27do/reJXD4grFAri4uLw9fUlKCiIJk2a4OLiQnR0tBQDcujQodfUC8HLQC6XEx0djZbW8+vc1MuFhobi4OAgOUwI/jppaWkEBQVVKrYTVI5CoSA8PBwTE5NXHo129uxZEhIS8PPzY82aNYwcOfKV7u/fypYtW0hLS+Pzzz/no48+wtzcnCtXrlRwh1Kf6wqFAoVCQY8ePVizZg0rV65kwYIF5OXl8dFHHzFu3LgyjlHa2to4ODi8ErFkaZHX3r17+fLLL9HQ0KBly5ZMmDABPz8/ioqKaNKkCevXr8fZ2Zm2bdsSHx/PiBEjGDt2LGfOnOGjjz6iuLiYgIAAhg8fLv02mpmZIZfLUSgUnDhxgnHjxmFubs7ly5crLYB8W1CpVAQEBHDp0iV0dHQYNWoUERERKJVKMjMz2b9/P1WqVKFfv37k5+djYGCAq6srjRs3lo6nunBTLpczYsQI6tSpg7u7O/fu3WPfvn3k5eWxYsUKrK2tkcvl2NvbEx0dzdixY/Hz8yM+Pp6pU6dSpUoVxo4dS//+/cu0af369RgYGLzZAyUQCAQCgUDwjqOhoZGgUqnav8iywjFHIPib1K9fv1JRDvCvr3oUCF4lpUVtlb04Ur+QEQgE7wbZ2dnExMTQp0+fN90UgUAgEPyL+fjjj/nuu++IiIjAx8cHmUzGggULGDZsGMbGxq9035MmTWLSpEn/eDuVxYCoVKoKjgECgUDwMjh37hy9evUiMzOTQYMGUa1aNUaNGkVISIjk1LJ06VJUKhUPHjxg3LhxrFmzhmrVqrFnzx7u3LnDkCFDKCwspHXr1ixbtgyFQsHXX39dRnzQpk0bACHMeQ5eXl7069cPV1dXatasSceOHXny5EkFd6jy2Nrasnz5crp06YKJiQmNGjV6Yceol0VpB3B3d3fc3d3LzD969GiFdb788ssyAkZra2uOHTtWZpnSbuLqd0C2trZvtRinNHv27KFRo0YsX76cX375hbNnzwKwe/du5s6dy6FDh8jPz8fGxobAwED8/f2fu70//viD6OhoNDU1efr0KdOnT+fKlSvMnDmTDRs2ANC/f39CQkLo1q0bfn5+TJs2jZ07d1K3bl2USmWFNq1YsYLp06e/8mMheLW8KtGdQCAQCASC14/wRRT8Z1EoFHh5efHhhx/i4ODAhg0b6NKlCx4eHvz444+sXr0agJCQEBQKBceOHcPW1hYXFxfWrFlDWloaQ4cOBUqyou3s7HB2diY2NpaIiAhWr15NYWEhXbp0wcnJib59+1JcXExaWhouLi54e3vTrl07bt269SYPg0Dw2nmeqE0gELx7ZGdns2PHjhdaVqlUvuLWCATvLgqFgqCgoL+83l/5jgreTvbu3Yu1tTXh4eF8/PHHFeaXj9/9MxQKBampqS+pdS8PtauAuhodYNq0aa9clPMyUceAVK9eHaVSSWJioiTKqeyze1Ge9RmHhIQQHR1dZlpERAQJCQl/e1//NZRKJaNGjaJz58706NEDgC+++IIOHToQHh4OwPz58+ncuTO2tracOXOm0u2oVCrGjRuHi4sLHh4eZGVloVAo+PDDD+nVqxedOnXiyZMn5Ofn4+npiZubGwMHDpQGrmfPno1cLsfFxYW0tLTX0fXXgvq363nnf+mIuokTJ1JcXPzWXqfeJlJTUzlx4gSZmZnUrl1bGtQNCQkhLS2Ns2fPEhQUxIkTJ3jw4AFGRkZMmzaNatWqYWRkxIEDBxg8eDAFBQW0bt2aR48esX79egIDA6XtdunShaVLlxIUFERYWBjnzp1DLpcTGxvLZ599BpQIEoVAH6pWrcqOHTtYuXIlhYWFNGnShMDAQBQKBYcPH8bf35/Zs2ejdraXy+WEhIQAJdftQ4cOsWbNGkJCQvD19cXZ2ZkZM2bw6aefSqIcMXD/eklJSWHz5s3I5XLmzp3Ljh07aNWqFQDGxsZkZ2dXiCKDsvFdpZMMrKys0NTUBGDdunU4OTkxatQobt++LS3TqlUrqlatWibqqm7dukBJ3Fj5NmVmZr6i3gveRtLS0oiJiRHvVQQCgUAgeIsRwhzBfxqVSsXOnTtxd3fn5MmTHDp0CGNjY7Kysiosu3fvXhYuXEhMTAwjRoyQpiuVSubOncvhw4c5fPgwjo6O0jwtLS327NnDkSNHaNGiBTExMQBkZWWxdetWJk+e/M7naAv+W1T2Ilk9SBgREUFEREQZUZuaU6dO0bZtWwYPHsyjR4/eRNMFAsEzeJ6QNT09HWdnZxwcHAgICACoIGQNCwvj4MGDyOVy7t+/z+rVq3F0dMTR0VGqhrSysmLo0KF8+eWXb7KrAsF/EiHM+fcTFRXFpk2b8PPzk8Qrz0P90v5Z/NUB78TERKytrZk7d26l88v/LpQXGFRWuHDlyhU6duyIs7Mz48ePJzExEQcHB9avX8/Jkyfp0qUL69atw9fXlytXrtCzZ08ePnwIwOTJkzl16hRXrlyhe/fudO7c+S9FuaSlpbFx48bnHqPnsWDBAu7fv1/pPJlMxvDhw6WK+ClTpgAlz5Qv8tm9DHx9faXBQcGfs3PnTurVq0dsbCw///wzUOJYEBcXx9q1awGYMGECsbGxbNiwgUWLFlW6HbWLQUxMDOPHj2fFihXSvN27d+Pu7s6hQ4eIioqiY8eO7Nu3T4ofOXfuHOnp6SgUCn744Qfmz5//inv9+nnR83/p0qVoamoKYc4L4ufnh7u7O7Vq1aJ69erSdLUYQKVSMXLkSNzd3cnKyiI4OBhjY2NkMhkqlYp169ZhaGhIZGQkhw8fJiMjo8x2s7OzefLkCQD+/v5YWlqiUCjo3LkzCQkJqFQqIiMj8fb2fv2df4vYt28fP//8Mx4eHvTs2ZNr165hb29fYbng4OAXclBTf35ubm54eHi89Pb+UxQKxZ/G/b0LWFhY4OPjI8VWzps3r4LoxtTUlKSkJABJuKmnp8edO3eAkuu7mtJiG7U71apVq8qId8qfHxoaGjx48AAouZeorE2Ct5vy98nOzs58+OGH2NnZce3aNQAeP36Mj48PVlZWkjNTZe9VunTpwoQJE/jyyy//9n2wQCAQCASCV4sQ5gjeGuRyOUVFRX+6nLpC6mWgrmQwMjIq83edOnWkZdQPQAEBAWzdupVhw4Zx6tQpaf79+/cxMTFBR0cHKPsglZOTg5+fH507d2b79u1SlUPLli2RyWRSBYVA8K5Q2YtkKBngWLly5TPXc3V1JSoqirCwMK5fv/46mioQCP4CzxKypqenc/DgQeLi4nj06BG///57BSGrv78/3bp1Q6FQoKGhwa5duzhy5Ag7d+5k9uzZANy6dYuVK1cybdq0N9xTgeDfTVJSEj169MDFxYXMzEw++eQTnJycyogWyk8rL54TvDnKO3NER0djZ2eHnZ2d5Hoil8uZPn265NYRFxfHrl27GD58OHFxcTg4OACVi57v37+Pp6cnXl5ekpNBSEgIo0aNokuXLowaNYqCggIiIiKYMmWKJBr5M/bt28f8+fOf6Yio/l2Ijo6mQ4cOlQoMyhcuKBQK/P39OXz4MO3atZMGHIYOHYqNjQ2HDh1i2LBh0j569erFrl27gBKhUIcOHQgMDCQ8PJzY2Fh+++23F3YqTUtL45dffikjzFEqlS9cfTxt2jT69etHaGio5F4QERGBmZkZAPv37wdKoj8yMjLw8PAgOTlZ+uxOnDiBXC6nU6dO/Pjjj0DFzx1KhB7t2rVjzJgx0nP0jBkz6NSpE87OztKz5+bNm+natSujRo0C/ueio1Ao6NWrV5lrhqAily9fpmPHjsD/nvXLOxY8y9mgNM9yMSjvrnDt2jVat24NIMUDpaSkoFAokMvljBs37p0sZFCf/3K5nMDAQNq3b8+qVasYOnQoVlZW0vdGLpf/revUfxFTU1M0NDQwNjamevXqPH36lDt37qBSqSRRk3oZIyMjGjRoIP2dm5vLw4cP6dGjBxcvXkRHR4cWLVpU2O7Tp0+fuX9HR0fi4+PZvXs3H3744Wvp85vgWb8Npa+xX375Je+//z4FBQU8evSI27dv06FDBxo0aICenh5WVlY8fPiQgQMHolQq8fX1JSwsDCcnJ/T09Ni3bx/Xrl2jZs2amJqacvjwYWJjY2nevDmNGzfm//7v/wgKCqJhw4YYGRkhl8vp378/3bt3x97eHnNzc+l3BCof0Bf8dTw9PSVxsYuLC7m5uRWW8fLy4tixY7i6ukrvf1u3bs3t27dxd+XcSioAACAASURBVHd/5r23jY0NTk5O0n3As5g/fz69evXC2dmZbdu2VWjTL7/88s87KnillH5/4uzszN27d4mMjOSbb74hKCiImJgY7t69y+zZs7G1tWXt2rV888037Nq1i82bN6NSqejWrRsBAQHcunWL7OxsDh48SGBgIMbGxqhUKpYvX86FCxekc6N///5YW1uzY8cOunfvjoODAzk5OW/6UAgEAoFA8J/g3ZevC945li5dWub/auHMi1SVlKf0OqX/rlGjBikpKUBJ9YKzszMGBgYsW7aM27dv4+fnx/LlywEwNDTkxo0b5OXlUa1atTIP5fv378fc3JyNGzcSGBhYaVtLVz4IBP92yr9IflGRTXFxMY0aNQLA3Nz8lbVPIBD8PUqLVw0NDaW/f//9d+bNm0d2djZpaWncvn2bgIAAQkNDpUiVevXqSdtJTU0lKSkJZ2fnMtu3sLCgRo0ar69DAsE7Sl5eHgcPHmTLli388MMP5OTkcOTIEdavX8+KFStwcXGpMM3f358bN25IMSGCN4famWP16tUolUqcnJw4cOAAUFIV37VrV6DErSMkJIRu3bpx5MgR3NzcCAoK4vLly5w9e5bw8HBCQ0OJjY2ldu3amJiYANC2bVu2bt3Kd999x88//0z79u158OABurq6TJgwgfnz5+Ps7ExRURHjxo1j7NixyOVy7O3tiY6OZuzYsfj5+TF8+HDS0tKQyWSsXLmSsLAw9PT0ePLkCfr6+pJbYmhoKF27diUmJoaff/6Z7OxsOnTowL59+9i+fTsaGho0btyY/v378/jxY2QyGbm5uXz99dcYGhpStWpVDh48yJkzZyguLiYzMxOFQiFVDy9cuJC9e/dy6dIlli1bRmhoKHPmzEFLSwsrKyvy8vIk8U52djbp6ek0aNDgTz+HsLAwdu7cSXFxMT/88ANaWlqYmJhgYmJCYmIiDx48oFGjRqxbt46bN28yefJksrOz0dLSwszMDDMzM4YNG8a8efNITk6mZs2ayOVyAgICGDNmDA0bNqRmzZosWbKEGTNmcPPmTTQ1Nbl48SJ//PEHwcHB7Nq1i1q1atGtWzeGDBlS4XP38/Nj/vz5xMbGkpWVJf2uxsfHc/ToUcntAuCDDz5g9erVdO/evUJRSOlrRlhYmBDIVoKFhQW//vorPXv2lJ71y797WLZsGWfOnOHq1auMHj36mdvx8fGRhCSFhYXEx8dX6q5w7tw53N3dSU5OpkOHDlhYWNC9e3fJVaawsPBVdPWtwdvbm+DgYIyMjLhw4QLFxcWMHTsWV1dXoEQg5evri4ODg3RdFFSk9Ln19OlTHj9+zL59+0hNTZWEgs97jxYTE0O/fv3Yvn07OTk55OXl/ek6pecNGTKE6dOno6en907d5y9YsICmTZuybt06VCoVly9fpn79+iiVSry8vNDT06Nu3brMmDGDu3fv8tNPP7F582bmzp3LrVu3qFmzJhoaGty9exdnZ2fOnTtHWloa5ubm6OnpcfPmTXJzc0lKSuLUqVO4uLjw1VdfYWFhgb6+PocPH8bDwwMbGxumTZtGfn4+X3/9NS1atMDPzw9dXV0mTZrE+++/T3R0NKtWrSIpKYn169djZGRERkaGVCiRlZXFyJEjiYqKetOH9V+JhoZGBbcvT09PoMSdTs3u3bsrrFuZYKb0vfiqVasqzFcoFBX+7tSpE8eOHSuz3Oty4BO8HMq/P7G0tERLS4s2bdpw8eJFYmJiMDMzo3HjxsyYMYNZs2axZs0asrOzGTx4MJqamlhaWvLo0SMaNGjAoEGDCA0NxdzcnMePH2NhYYGWlhY//PADn332GVlZWURHR7N582bWrl3LgQMHmDdvHvv37xexgwKBQCAQvAaEY47gjfEiWe3PqhItKioiJCSEESNG4OrqKtnpviyqVq3Kvn37pAcqgJUrV0rVxaUfsGQyGdOnT6dz5864uLhw9OhRaZ6trS27du2iZ8+e71QOvEDwLNQvkvPz81mwYAGbNm1i48aNKBQKaSDgp59+Yt++fXTq1EmqyJDJZAwePBhra2t+++03oPJqYYFA8GZ4lpD11q1beHl5oVAo6NSpEyqVShKyLly4kJkzZ6KtrS053ZmamtKhQwcUCgUKhYKDBw8CZd3mBALB38fa2hooEceuXbuWtm3bAtC+fXuuXLnC1atXK0wTvD2Ud+bQ0NBAV1cXXV1dNDU1peXKu3WoiYqKwsLCAj8/Pxo0aECjRo2oWbOmJHp++vQp06ZN48KFC1SvXh0/Pz9ycnJYuHAhI0eOxNbWlo0bN9KnTx+2bdsmbbd0bE9hYSG3bt0iNjaWmJgYzM3N8fX1ZfHixXh7exMSEsKBAwc4cOAAwcHBQEm877Jly4iPjyc5ORlTU1MePHhAnz59GDhwIFu3biUnJ4fMzEwaNmzI8OHDOXLkCNra2ixbtozc3Fw+++wzLCwspGOTnp5OTEwM7u7uTJgwgbCwMHJzc7l16xbLli1j2bJlqFQqNm3ahEKhICEhgQ4dOrzQ5+Dv70+fPn0YNWoUhoaGGBoacuLECdatW8dvv/1GYmIiTZo0YdGiRSxcuJC6dety/PhxdHR0uHfvHgCLFy/GwcGBuXPnYmdnx6xZs5g9ezZRUVHMmzdPugfu0KEDhw8f5tGjRyiVSurVq0dSUhKenp5S1bS6mr785y6TyahZsyYNGzaURLNTp05l+PDhTJw4UXKyKC2uVTtnqSl9zRDXg8rx9PTkzp070ruAyqjM2SAvLw8fH58y23kRFwMvLy/i4+NxdXXl7t27aGtrY2VlRf369ZHL5Tg7O7/zz0bqc7158+a89957GBkZVRo3Lng+JiYmUnyJvb092dnZ1KlTB3t7e+bMmUObNm3KLNOpUyfJWcvHx4exY8eyfft2mjZtSrt27QgNDa2wjoODA25ubtI+GzZsSN++fbl48SLm5ubcuHGD/v37v+aev1qmTZuGoaEhFy9eZMWKFZw5c4bY2FhmzpyJQqFAqVQSGBhIQEAAo0aNwtHRkUaNGnHhwgVq166Np6cnw4YN49GjR/z6669cuHCBOnXqYGVlRXp6Op07d8bCwoLLly/TtWtXkpOTuXPnDlevXqVBgwY0btyY1q1bc+7cOb766iuWLFnC77//Lt0/WFpaoqGhQUFBAaNGjWLdunU8ePCA9PR0ZDJZmUKJPn36CBfv/ygv6gIoeHWoVCrGjRvHoEGDuH79OnK5nF69evHLL7/QsWNHjh8/zsOHD6X7z7S0NCZOnMiNGzdITU3l6dOneHt7c/XqVZRKJUePHiU9PV3afp06dfj4449RKBTs3buX/Px84H8u/uXTA8TvrEAgEAgErwfhmCN4Y5SvCFVbKZauAlS/2IWyVaJqzM3N//ZLKblcjlwuB8pWMoSEhAAldujll584cWKZaepqht69e9O7d29peufOnaW/K7OFVa9Xug0CwbuAl5cX/fr1Y+PGjdSoUYPp06czffp0lixZQl5eHkqlkoiICLp37868efOkwcHq1auTnJxM8+bN+f333wEqrRauUqXKm+yeQCAoh0wmY/HixWWqLFeuXMmOHTt48uQJn3/+OfXr1yczMxNvb2/CwsLw8PDAyckJTU1NXFxc+OKLL95gDwSCd4ukpCTp32HDhpGQkADA6dOnadq0KU2aNJHurdXTSovnBG8WtTOHu7s7o0ePJjk5mW7dujF+/HjOnj2LnZ0dubm5aGhoIJfLSU1NpUOHDlSpUoXTp0+za9cucnJyiIuLk6KbUlNTOXXqlFRRu2TJEm7evMnUqVOJiIiguLgYLS0tQkJCOHjwILt370apVNKkSRPu3r1LcnIyEyZMoFOnTshkMtauXcvNmzepV68evXr1qlDRrRYTAZKY6Pbt23z22Wc8ffoUZ2dn7ty5g1wuJy0tjerVqwMl94JZWVncuXOHjRs3sm3bNq5cuUKnTp2ws7Mrs49mzZoxcOBAyZHN0tKS8PBwevfuzaFDh+jcuTPXr1/H0tKSkSNHkp+fj7a2NpGRkdSsWfMvfSYtWrSgRo0aaGpqsm7dOhYtWiQJZaytrdHU1ERTU5NmzZpRv359ab1r165x9uxZjI2NKSws5M6dO2RnZ9OoUSPS0tKkY2RnZ8eWLVtIT0+X4pStra3Zvn07NWrUoLCwEG1tbenYlkapVJKTk0NWVpbUJhcXFzw8PJg3bx579uypsF55t9bS14ymTZv+pWPzX0Emk0mFQ+VROxZU5mywefNmgoKCpPcLULmLQWXvJHbs2IGWlhbjxo2jSZMmAAQGBj4zLu5dQ33OPu/cFb9dz6f8u6aOHTvy8ccfl1kmOztbilSr7J0YlDhIV7bt8uuop23cuFGaFhERgba2tlSI96ZYs2YNI0eOrHTesWPHmDRpEjVq1GDo0KGcPXuWs2fPoqury4YNG9DT0yMoKIjDhw9TtWpVduzYwcSJE+nWrRuOjo4MHjyYq1evoqWlRf369dHS0uLJkyfo6Ohw/fp1kpOTkclk3Lx5kxYtWqCtrc21a9c4f/48RkZGdOjQgXr16jF69GhSUlI4efKkJMBJS0tj7969mJmZkZSUxCeffMKxY8coLi7m3Llz/PHHH4wYMYKaNWsye/Zsfv31V8zMzNDQ0EClUqGnp8e3337Lxo0b6dGjBx06dECpVEqFEtu3bwfefQeu/zpKpRJ/f39+//13qlevTm5uLjY2Nty+fZtPP/2UCRMmkJ+fj6enJzNmzKBnz57SuT958mQGDRqEgYEBAQEB5Ofn061bN8kZUfDP2LNnD40aNcLCwoLVq1cTHBxMnTp1aNGiBXfv3mXMmDHMmjVLirNU07BhQ/Lz8/Hz82POnDlkZ2fj5OREfHw8Dx8+lH4b1Z9vdHQ0GRkZ9O3bF3h20ZVw9BcIBAKB4PUghDmCN8azstq1tbWl/1f2Yrc07dq1e02tfTdJS0sjNTUVFxeXl7K9BQsWMGzYMIyNjV/K9gT/PtQvqxYtWsTRo0dp0qQJgYGBVK1alejoaNzd3fnll1+kF3YffPABAMbGxpw8eRIAJycnAKlaGCAjI4P79++Lc0sgeAP8mZD1s88+q7B8eSHr/v37pb9HjBjBiBEjysyPi4t7eQ0WCP7DaGtr4+bmRl5eHpGRkQQHB+Po6EitWrXYuHEj+vr6rF27tsy0WrVqlRHP1a5d+0134z+Lp6cnu3fvxtLSkry8PLZu3crMmTMZOnQoa9eupWvXrjRs2FBavl69esTFxdGoUSPat2+Pm5sb58+fx8HBgYYNG+Lp6cm9e/do3rw5YWFhNGzYkNDQUI4dOyaJDfr06cOFCxcAePz4MefPn8fLy4u0tDS8vLxo2LAhMTExyGQyHB0d2blzJ+fPn+fJkye0bduWU6dOlemDUqnk0aNHANLAQIMGDYiOjkZLS4uIiAiKiooYNWoUISEhODg40LhxYxwdHVGpVCQkJLBq1SrkcjkODg6sX7+e+Ph4njx5QlxcHAqFAhsbG8aPH4+Pjw87d+4kLi6Opk2bEhAQwMaNG6VBhlq1ahEZGfmXPwe1EKa4uBgNDQ3p2XTZsmXo6Ohw4sQJfHx8UKlUKJVKiouLuXr1Knfv3kVLSwsLCwtMTU2xs7PDyMiIESNGSIOkt27dkiJloCQWOS4ujq1bt0rCnFmzZuHp6YlSqaR27drP7MPnn3+Ok5MTbdu2lURBXl5eklPOtm3bpHjm5/W19DVDUJH8/Hz69etHQUEB+vr6uLm5kZiYWGbwvnr16ri5uVFYWIihoSFbt279R/v08PDgyZMnmJmZYW9v/5J68m4hl8uZMWMGJ06ckNy5BJVT+v69NNnZ2ezYseOVRZds27aN3r17lymuUSqVr90p83nCnL1797Jw4UKqVKmCv78/mZmZhIaGsnnzZtq0aUODBg147733iI+PJzAwEA8PD1JTU+nYsSMnT54kPDycKVOmcPnyZXJzc0lPT0dHR4eLFy9y7949lEolDRs2REtLi6FDh7Jnzx4mTZrE7du3SUpK4vHjx9y9e5erV69y4MABwsPDadq0KXK5nEOHDtGkSRNycnKYOHEin376KW3atKF379689957uLq68u2330ptNDExITw8nKioKBQKBdbW1nz22WcUFRWxfv16WrRogaOjI/PmzROFEv8hKiuK7d27N/b29uTm5qJQKNDQ0MDZ2ZlJkybRq1cvdu3axbBhw0hMTGTJkiUMGDCA8PBwGjZsyKBBg7h169YLRYMKnk9KSgqbN2/GwMAAfX19dHR0sLGx4eHDh/j6+qKhoYGxsTEpKSnExcWRlpZGzZo1iYiIwMHBgREjRtCmTRvJZScjI4OFCxeyYcMGBgwYwJYtW4iJiSE5OZkGDRowYcIE4ZAlEAgEAsFbgBDmCN4YL5LVXtmL3dKI6It/RlpaGjExMS9NmDNt2rSXsh3BvxsPDw/pgdHe3p7169dL0QGGhoakpaVRWFhIeno6enp6AGRmZnL8+HG++eYb6buurhb28PDgzJkz0iCJQPBfQaFQEB0dLVnFCwQCwfOozInxhx9+qLBcZdNKi+cEL4ePP/64UneMyih9vQ8PD2fhwoV88MEHuLq64urqiqOjozRw2rp1a7S0Sh7jjx8/jra2Ni1atMDMzAwocemAElFKXFwcjo6OUtRu8+bN+emnn+jWrRsnT56kb9++KJVKjI2NyczMRC6XS9E7LVq0wMDAQLr/kslk5OXlcfbsWerVq4dKpUJTUxNLS8sykTzBwcF0794dlUrF7Nmz//Jx8/DwYPz48bRs2VIazLWzs8PX15fz589L1b7169fH2dmZjh07UqVKFdauXfuX9/UsWrVqxdWrV6XqckdHR6Akrmj37t107doVmUyGqakpU6dOZfLkydja2qKlpSV9DlOmTGHBggUkJSUxdepUPDw8+OKLL/D09MTc3JyWLVtKg+X5+flER0fz66+/Svs5dOhQmTaVrpRW/+3p6VkmehkqfpdLO19ERESUmaZQKGjTpo24z/gToqKi6NixI9OmTWPcuHHcv3+fnJwcjhw5wvr161mxYgVTp05lz5496OjoEBQURExMDM2aNfvb+/wvXZPL/3aVPtdLC7fVf6vnd+rUidjY2NfRxLcalUpFQEAAly5dQkdHh4EDB5KcnMzChQtxd3dn1apVhIeH4+DgQPXq1cu4w1y5coWDBw8il8vZtm0bO3fulK6l33zzDW3btsXKygorKyv27t2Lqakp9erVo0GDBmzbtg2ZTEajRo2IjIxELpdTv3592rVrR/PmzXn//ffp0KED1tbWKBQKlixZIrX1wYMHfP/992hqarJs2TKsrKywt7enXbt2xMXFsWDBAtzc3LC3t6d9+/YcOXKE6dOns3XrVq5cucK6deuwsrJiz549fPnllxQVFREcHCytU3o7BQUFnDt3DrlcTmBgIN26dStz/AICAggNDeXo0aN06NCB9u3bY2lpyc8//0zXrl2pWrUqN2/e5MyZM1y7do34+HiGDx9O9erVKSgoYMqUKSQmJpKfny8J6hITExkxYgTbt2+natWqTJkyhQMHDmBiYoJSqWTlypXk5eUxa9YsJk2ahIODgzToXlxcjKmpKUePHkVXV5cPP/yQx48f88MPP2Bvb8/w4cPLHCMjIyO+//57qlevTv/+/aX4xOnTp9O4cWP8/f2ZP38+jRs3ZvTo0fj4+BASEsKtW7eoUqUKjRs35osvvuDu3buMGDGC3Nxc7O3tmT9/PqtXr65wPgj+fVRWFKsucr127RpTpkzh6dOnXLp0iT/++IM+ffowduxYWrZsKS136dIlhg0bBpQI+tLT04Uw5yVgYWGBj48PU6ZMAeDgwYPs3LlTmq9SqZ7pDqceP7G2tubChQsMGTIEQ0NDxowZw5gxY6Tlyj/36evrV+ri/ywBp0AgEAgEgpePEOYI3hjqilAnJ6dnWor/0xe7gucTFhZGfHw8x48fByhT4Xfz5k1GjBiBrq4uV65cQVtbm9q1a9O3b19MTEwwNzfHzs6OBw8eMHPmTHr27MmyZcsICgoiLi6O/fv38/DhQwB+/vlnqRJbR0cHbW1tJk2aJGK83lH2798vVZa6urpSs2ZNKedYU1OT8ePH4+joiEwmkx4S69aty9KlS4mOjpbi6dTVwmfPnmXgwIGiilcgEAgEAsFbQ2nnyezsbGJiYiTxjFqUExERgY+PzwsVE6xbt04SSJQvYHhWsUL5oobKULu0GBgYSHGhrVq1YsGCBdKAS1FREefOnWPy5Ml07doVX19fQkJCWLp0KT179kRLSwulUsm+ffsYN25cmfgLbW3tMuIPtZioNKUH2p8Vl6IWjZiZmeHm5lahH2pxEfwvMkUdmVoa9eB948aNpW3+VfT09Dh27FiF6ZXFFRUVFeHu7s69e/fw8fGhWrVq0n67dOlSYfnKYo41NDQYPHjw32rr6+C/LhS+du0arVu3BqBNmzZkZWVJA9Tt27cnNjaWnJwc/P39SU9P5969ezRr1uwfCXMEghdFHYWyfPlyfvnlF86ePcu9e/fw9/enV69eZVzW1O4wcrkclUrF9evXuXHjBuvXrycjI4Ndu3Zx5MgRsrKyGDlyJFFRUdy9e5fg4GCqV68uuTkEBQXh4ODArl27mDNnDhMnTmTixIk8efKEJ0+esGnTJqKjo/ntt9+kfRcUFLBv3z6Ki4uxt7cnPj6e9PR0xo8fz549e3jw4AHBwcEUFhYyfvx43NzcePDgAUFBQRQXF9O2bVvS0tJITEwkPDycpUuXsmjRImJiYlAqlfw/e2ceUFP6//HXbZks2RUJZRmNJTLfNFJyh0qKxGSZKSTVWIdhrCVrE2MZy5AlRPa1IUskIetINRnbWDIjQogyU+refn/0u2fubTFmBonn9U+3c8495zmnzvY878/73aVLF+k76uvZtWsX5ubmGvchdapVq8bSpUs5f/48bm5uHD9+nP79+6Ovr0+jRo0wMzNj7NixkrghPz8fmUxG27Zt0dLSYvDgwZw4cYLw8HAN9zkbGxvKlSuHnp4ew4cP58cff8Te3p64uLgi9ybVfWvbtm3Y2NiQlpbGw4cP+e2339iyZYskfi28bw4ODixatKjIsUxPT8ff35+6devyxx9/4OTkRF5enob4tnnz5oSGhuLo6EhGRgbBwcF8/fXXODo6olQqS/x/EJQ9iiuKVT2XhoSEMH78eMmlMD8/HwMDA/7880/CwsKkZxMzMzMWLFiAkZGR5CYoKHimDQgIkETZUPA8a25uTmZmpvTsVNJ7gaurK1999ZVULDtq1CiqVq3KDz/8IF0nWrRowcSJE+nTpw+zZ8+WtmNlZYWbmxtjxoyhffv2lCtXDnt7+ze38wKBQCAQCP41QpgjKDVeJqv9RR276h25r4u0tDRWrVr1zma5+/n50bBhQ2bMmEF2dnaRCr+0tDQOHTqEr68vDx8+ZPfu3SQkJLB161bS09Np06YNFy9eJDExsYj1raGhIZs2bcLX15eff/6ZAwcO8OWXX9K3b99SzxgXvH5UkVY6OjoMGTIEW1tbzpw5g5OTE1WrVmXw4MGcP3+ekSNHUrlyZaKionj8+DEBAQG4urqyYsUKVq9ejVwuR6FQsGPHDs6cOcP48ePJzc3Fx8eHgQMHIpfLsba2Jjo6msGDBzNo0KDS3nWB4JXz9OlTPD09+eabb5g6daqUAT9+/Hip4jElJQVTU1NCQ0O5fv06X3zxBbVr1yYrK4tVq1Zhampa2rshEAgEZRKlUomfnx+//vorWlpa1KpVi82bN3P9+nUGDRpESkoK1tbW5OTkMG3aNNauXcvixYuxtbVFR0eHBg0aMGnSJD744AMGDx5M+/bt8fDwIDc3l5YtW7J06dIi2yxcwPBfihXUXVrq168PwKRJk/Dz8+PJkydoaWkVKziBAjfMAQMGMHPmTNq1ayfiL4ph+/btTJs2jdu3b2NsbMzq1av/0feXLl3Krl272Ldv32tqYckU57JVHImJiSUOar9q3sZo5AYNGpCcnIyzszM///wzJiYmxMfHA3Du3DkaNWpEVFQUTZo0YePGjfj7+5Ofn1/Krf73lEbUkODfo4pCiYqKIi8vD2tra7788ku6dOlSxClB5Q6zatUqRowYgaGhoTTvxo0bJCUl8emnn2p8p3Hjxly/fp2jR4/y+PFjYmJiePbsGebm5gDUq1eP7du3s2vXLpKTkzExMaFixYpUrFhRYz0qMduDBw8wMTFBV1cXU1NTqZjLwMBAao8qasXAwIBatWoB0KhRI8qVK0edOnV4/Pgx6enpXLp0SRqIvn//viQqKLyeF7F8+XJ27tzJ06dPmTNnDvv372fBggVUqFCBhQsXEhkZSb169QgODiYtLQ1PT0+gwMmibt26TJ06FX19fUxMTNi8eTOxsbFkZ2ejq6tL48aNJecKKysrxo4d+8L+irFjx9KmTRtmzpwpHS8LCwtJmFN430o6lipXI4D4+HimTZtGbm6uhlCqRYsWANSpU4cnT55w9epVgoKCgIK+2pL+HwRljxcVxRbnUgjQtWtXZs+ezaJFiwAICgrC29ubnJwcdHV12bFjR4kFtu8qiYmJxMfHF3sOT5kyhYMHDzJ37lxSU1Px8vLSeG5SOWj6+/vj6enJ7t27sbOzo3r16kXcNVVOiOpC9mPHjkmfVW438+bN0/ierq4uvXv3/k/7KBAIBAKB4M0ghDmCN0ZZrLSrXbv2KxXlvK2dXCVV+Jmbm6Ojo0NgYCDt27enX79+DB8+nOTkZJ48ecLo0aM5fvw4SqWySMyQ6kXf2NiYjIwMbt68Sbdu3YCCzgXBu4/Kyrlx48akpaX9rQV8nz59gILK41WrVnHixAnOnj0r2foHBgaye/duKlWqhIODAx4eHgD07t2bqVOn4uDgIIQ5gneOzMxM+vXrR3BwMEuXLmXatGm0b9+ezp07S3bSC93OcwAAIABJREFUhSse586dy8KFC2nTpo243goEAsF/5Mcff8TQ0JDp06fzxRdfcPDgQXx8fLh+/ToZGRl06tSJ3377jYoVK1KlShWWLVvGhQsXyMzM5NatW7i6uhIcHMzWrVvp0aMHUPBOEBcXR5cuXWjWrBlGRkbk5OQABYOWgwYNIjMzkxYtWkjCnRe50Kg+q1fhqyrwP/nkkyIuLQYGBuzatUtjWnHuNVA0UmfgwIEMHDjw5Q7ee0Dfvn3p27ev9LtcLv9HIpahQ4cydOjQEudHRERIgzeqKmyV09Gb5N69e3Tp0oWcnBy2b9/ODz/8QExMDFpaWqxevRpTU1MCAgI4cuSIJNC/desWQ4cORaFQMHz4cDw9PfHy8qJq1ar89NNPODs7c/fuXU6dOsWwYcPw9vbG3d2dgQMHkpOTg4ODAwEBAcW2R73q/HWLedzc3DScQNu1a8etW7do3749lSpVYuPGjWRlZREUFMS5c+eoUqXKW+eWc/LkSY0Io9u3b2v8/aDg3K5RowYtW7bk0qVLbNq0CYVCgb29PUeOHCkSa2NqakrPnj2RyWSYm5tLA7iCN0vhKJScnBy6d+/OlClTmDVrFlOmTJGWVbnD3Llzh0GDBhEaGiq5sDVo0IA2bdpoOKJBgaOXmZkZPXv2JDU1lTlz5uDo6CitU6lUUrt2bb799luWLFlCjRo1aNWqVZF2qvrBSoq2VnfgUAnb1KcVnl+zZk3Mzc2JiopCW1ub3NxcZDLZ366nMCq3nwULFrBkyRKysrIICQnh2LFjdOvWjUqVKrFr1y6qVq2Kv78/Li4u6OnpYWBggLGxMSEhIRgbG+Pr68ugQYPIz88nODiYmjVrShGMixcvxsPDA7lczqZNm0r+Y/4/JiYmkvvOzz//XOIxKOlYqvc5fvfdd4SGhmJsbKxxXSq8LpWrir29PUqlssT/B0HZ40VFsU5OTsW6FBZ+NmncuLFGbOmLCAsLIy0tDYVC8cr601/lfV5dcF+hQgXs7Ow4cOAA2dnZLFu2jNatWyOXy7G0tCQuLg5vb2/8/PxISEggPDyckJAQvv32W+k6OH/+fDZs2MDIkSOxsbHh0KFDREdHS7GzALa2tsyfP59nz57RqVMnFAoFc+bM4cSJEwB07NiRqKioIv3qL4ufnx+GhoYYGRn95+MjEAgEAoHg9SOEOQJBIQp3WsXExLB+/fpiM6+XLVtGWFgYHTp04MyZM8TGxpbo6mFlZcWdO3ckdfvbgCqrtqQKvwsXLqBQKPj9999xcXFhypQpDBo0CF1dXTIyMpDL5QQGBkq2m+oUftFXVRo2a9aMn3/+ucjgguDdQ30gZ9asWX9rAa8iPT0dExMTdHR0NAYekpKSpOqR9PR0Hjx4ABSIwHR1dd9K0ZtA8F/Ztm0bvr6+NG/enOvXr0vnTevWrbl58yZQtOJRFbmgra0tzRMIBALBv0MVX1GzZk2io6MJDw8nNDQUAA8PD5YsWYKlpSUfffQRM2fOZNq0aQBUqlQJCwsL8vLyGDp0KFu3bkVLS4sHDx7wyy+/IJfLOXv2LGFhYVSqVEmKwZo1axYTJ07E2tqa8ePHc+rUKaytrUtt/wWavOlCi4iICFq0aEH16tU1qqffNCrnifv37zNnzhwOHTqEvr4+f/zxB5MmTWLs2LFERERIA8P5+fl89dVX5OTkoK2tzZQpU+jTpw9xcXF89NFHAHz//fd06tSJ/Px8vv32W7y9vXFwcGDdunVcv36dKVOmEBMTQ7ly5YpEI589e5Z69erRqVMnJkyY8Fr3vbATaMOGDaUCARVVq1YtNqbsbXn3V48wSk5OlvouLl26RHBwMBMnTuT+/ftER0ejra2Ng4MDf/75J2fOnMHOzq7YWJvhw4cjl8uZOnVqmXYIKusUjkKRy+X06NGDL7/8End3dw2XFJU7TFZWFuPHj6d27drSebVixYoSHdFcXV3ZuXMnBw8e5LfffuOTTz4hLCyMkydP4ujoiIuLCzNnzuTGjRtcuHCBxMTEEttbUrT1P0VLS4vRo0fTqVMnZDIZzZo1Y8mSJWRnZxMTE0PHjh3Jzs7G09OzSORLcagEOipURUPqqBxlVKiLWIs719UjGGUyGX369NEYrC8JIyMjjIyMaN++Pc2aNStxsP5ljmWPHj3o3r07FhYWVKtWrcRtCoc8waukdu3a//qZpbjnrFd5n1cJ7kNDQ1EqlWRnZzNx4kSuXbvGlClT2LBhA1Bw7syePZv27dvj5eWFkZERtra2RERE4OXlhYGBASYmJtL9b8mSJXTo0IGdO3dia2vLsGHDKF++PJGRkeTm5mJlZUV+fj5r1qyhXbt2KJVKxo8fj5ubG9evX8fR0ZGmTZsW66T5d6xYseKVHR+BQCAQCASvHyHMEbxRkpOT6datG48ePaJJkyaMGTOGFi1asGDBAurVq0dycjKpqancvHmTxo0bY2xszN69e3F2diYwMLDYyI5XjXqn1c2bN4mJiQGK5jnb29sTFhbGiRMnOHfuHGfOnAFKdvXo0aPHW9eprsqqPXv2LI8fPy5S4WdoaIibmxvJyckYGBjQtWtXxo8fz8WLF8nIyEBPTw8dHR3atWv3t9vy8fHhs88+Y82aNWhpaf3rSgBB2eRlLOBV1KxZk1u3bqFQKEhISJCmt27dmu3bt1OxYkVyc3Ol/yGRby14lxk4cCC3b98mIiKChg0bEh8fj52dHQkJCYwYMQIoWQhpaWmp0RkvEAgEgn+Oqor8f//7H4MHD+bhw4ckJCRQp04daZCruAp9FTKZjIcPHyKTyVAqlWzcuJEaNWoQGxuLoaGhFEtRo0YNoCCWZMKECchkMrKysrCysnpDeyooidjYWObPn09+fj5+fn7MmTOHvLw8AgMDcXJy0ohgVVFSsYaNjQ1RUVF8+eWXHD16lOTkZL777js6d+5cpELbycmJAwcOcOnSJdzd3Xn27Bm2trbI5XL69etHamoqxsbGhIeHExcXx/fff49SqeTRo0dERUW90piJihUrsn//fr7//numT59Ofn4+FhYWKBQKzp49S1RUFOXKlePEiRMaRR7x8fEYGxtTu3ZtUlNTAejSpQvDhg2jQoUKfP311yxfvpzw8HC6dOlCeno6Xbp0QaFQ8MEHHxAcHIybmxs+Pj4cPHgQZ2dnBg0ahI2NDaNHj+abb77h8OHDBAQEEBcXR1RUlBTnsnfvXqZNm4atrS329vZ4eXkxdepUatWqhbe3N/fu3cPAwID169cTGRlJcHAw+vr6fPPNNzg7O2vsv7oT6Nv2Tv8yqEcYmZubExsbK/2/GhkZoVQqadWqFdra2gDS/15MTAx+fn7Fxtp06NCBY8eO8cUXX9ClSxfJybE0sLW1lVzC3jdkMlmRKBQVKreT5s2bA2Bvb68hPgHNYpriHNFUx1XllqRi2bJlGr9/9dVXRbav7sSmfn0cMGAAAwYMKHY78JcLXFxcnDRIr5pvamoqiWCcnZ2LnKtz584lOjqajh07snnzZgICAopEvrxpjh8/zrhx44ocw+JQRQzm5eWho6PDli1buHHjBlD8MSruWEZGRrJz50569uyJt7c33t7eGvOFQ57gVfP8+XN69epFTk4O1apVo3Pnznh6ejJkyBB2797N7NmzefToEd7e3kRERDB9+vQSXducnZ05evQoKSkpaGlpcfjwYby9vQkICMDAwAAPDw+ePn2KhYUFixYtIiwsrMi9/0V9hCrBPRQI/MLDw9mwYQNaWloa32vdujXa2tqYmJhw//59fvrpJ8LDw7l79y4NGjRg6dKl+Pr6sn37dq5fv0779u159OiR9P2nT5/i6OjIN998IxUpAtSvXx8nJyesra2JjY1lzJgxjB07litXrlChQgUhyBcIBAKB4D1ACHMEb5w9e/YQFBREXl4emzdvZubMmezfv58ff/xRclRZuXIljo6OdO7cmcmTJ2NpaUlgYCBQNLKjatWqr7R9hXO3VRTOc05PT6d+/fpoa2trRIWU5OpRGpbjf0eVKlU0smrVSUlJoW7dun9b5aey3oS/XuobN24sTVO99CuVSunFy8XFBVNT0//UdkHZ4mUs4FWVuDo6OgwcOJB27drRoUMHaR3Tpk3D1dUVpVJJ9erV2bFjR2ntjkDwxpDJZEycOBFvb29GjRrFgAEDMDIyolu3biVaOX/zzTd4eHhgaGhItWrVyqQQUhXXkZmZKcVgvmjQZdSoUcybN08aUBIIBIJXhaurK3v27MHGxgZ9fX1+/vln6tevj5mZmRQBIpPJpM/q6OrqMmXKFLp168avv/7KypUrad26NSkpKbi5uUkOOvr6+lJnvpmZGZ6entK7Q15e3pvbWUGJPH/+nH379tGxY0diYmJQKpV06dIFe3v7fxTB6u7uTmBgIHXq1OHixYsoFAoGDx4suYkWrtB2cnIiICCAxo0bS+9Vu3btolmzZmzatImZM2eyY8cOatWqBfz1rn348GG6d+/+yvZfNVhV+GfFihVp2LChRoSMTCZ7oYOKmZkZAB988AEpKSkYGRlRoUIF9u7dS4UKFdizZw/Xrl1j7ty5tGnTBj09PaytrdHS0iI+Pp7ly5djZGTE/Pnz6dSpE4cPH5bWbWhoyKZNm/D19dWIgFEnNDQUV1dXPv/8c0JCQti+fTt79+5l69atmJqaFtv2wgPWZQF1J+DevXtTu3ZtEhISiIyMxNXVlWnTpkmxYYsXL+bkyZMAKBQKtm/fLgnCExMTyc3N5cMPPyQ6OhooiLVRKBRMnz4dKHBELU1hztvEm4xZe1fIycmhV69ePH/+nKpVq+Lk5MTatWulQfr69etLsXYzZ87EysoKX19ftmzZgo2NDWPHjqVly5bMnTuXjIwMTpw4walTp1i1ahV37tzB3d2dmzdv8uOPP1K3bt03vn/t27fn1KlT/+g7/v7+nDp1Cm1tbbZu3fqPvpuRkSEJcwSCN0FERARWVlb4+/vj5+cnTW/Xrh2TJk0CYPfu3XTv3l0qyC3JtU2pVLJhwwaOHj1Kfn6+hlhmxYoV9OnTh379+uHj4yMVyBa+9xcXp6dCJbjv2rUrSqWSpUuXkpCQwPXr1/H19ZWWS0pKwsrKilu3bmFoaMiGDRvo27cvsbGxZGVlYWxszPPnz0lKSgIKxMiqsQAo6G+vWLEixsbG0rO8+vvChx9+yLRp03j+/Dnbtm0TgnyBQCAQCN4jhDBH8EZRRWoYGxsjk8kIDw+XOuPKlSunsUydOnWkz/r6+tLDa+HIjlctzCmcu62qXi0u0/r3339HqVRqdPqV5OrxvsfsZGVl4eLiwvPnz7G3txedU+8ZL2sBrxKCDR48mMGDB2vMt7Ky0uh4h78qxQp/FgjeBVQVk7GxsdjZ2dGzZ88iHazFVTzm5eVx+vRpFAoFNjY21KpV641Hb5REbGysJLR5EV5eXoSFhZGTk8OtW7ekzviSxDkLFiwQ4hyBQPBa0NLSYtWqVSQkJNC/f3/c3NxQKpW4u7uzZs0a+vTpw6lTp3B2duabb75hxYoVuLq6EhcXx4IFC/juu+8YM2YM5cuXZ9KkSdja2tKmTRsiIiI4c+YMQ4YMoUmTJlK8z6RJk/Dz8+PJkydoaWmxcuVKGjRoUMpH4f0iJSWFGzdu0LFjR1JSUggKCqJNmzakp6dz6dIl7O3tgYJYpwcPHvyrCNaPPvpIEtM8fvxY+l7hCu3iUI+2tLS0JD4+nlq1amm8a6sE76+KrKwsnJyc+O233/Dz85OKO2QyGXK5HGtra8LDw7GxsUFPT48dO3bQvHlzevbsiba2NlWqVJHe/9Tfq69du0a7du344Ycf0NLSQl9fnxkzZvDgwQPu3r3LH3/8ARS4ZDx8+FAqCnn27Fmx7Sx8DIpzs7p06ZIk8MnOzubzzz8nICCAmTNnkpeXh7+/v+QgW5ZRdwIeN24c4eHhGBkZMXnyZDZt2kTfvn1JTk5m3rx5ODk5sXnzZim+ytHRkX379qFQKKT4qk6dOmnE2nTo0IFJkyaRm5srnRP/ldjYWObNm0deXh45OTkMHz6c8+fPM3PmTOk519bWlv79+6Onp4eDgwOTJk0iMzOT/v37k5SUxNq1azUKp940YWFheHp6oqWl9dpj1t4VIiIiaNeuHRMmTGDIkCEAGtFqtra2HDx4EChwczp58iRPnjwhJyeHGjVqcPLkSbKysmjXrh1169alYcOGzJw5k5SUFB4/fkx0dDSbNm1ix44djBw5sjR39aWZPXv2P1peXYh3+fJlFAoFcrmcbdu2MWzYMO7du4eenh7bt2+ncuXKtGrVilatWmmcMyEhIaxdu5by5cuzbNkyqlevzqBBg8jMzPzXETsloX6ffRm8vLwkkaqK99kp623jxo0btG7dGtAsSpXJZLRs2ZKEhAR2795NaGgo0dHRRVzbAMm1TVtbmwEDBuDp6YmJiQkzZsyQ1nf9+nXJJcvS0pJr164BRe/9L0IluLezs0NfXx8rKyvs7Oyws7PTWG7btm2MGjWKgQMH8sEHH2Btbc26det4+vSpVEyoUCiYOHEit2/fxszMjBMnTvDs2TPWrFmDTCYjKSlJund16tSJ7OxsTExMaN68OVu2bOHJkyfIZDImT57M1KlTOXfuHFFRUbRt2xYoECLa29tLz1nR0dEMHjyYQYMG/Zs/k0AgEAgEgrcEIcwRvFEKd4xZWVkxduxYjYdK9WWK60h7kVX8q0A9d7tPnz4kJycXu5yOjg4DBgygXbt2WFtbSwKcd8XVQ90i+FVQuXJljYxtwftHWbeAFwhKixUrVkiVn0ZGRtjb23PkyBGuXLlChw4dOHPmDLGxsVJsxtOnT8nKyqJSpUpkZmYyadIk7ty580qv6a8aX19fRo8eTdOmTVm0aBHLly9n4cKFGtb1KoKDgzlw4ADZ2dksW7aM1q1bI5fLiY6OZsaMGa898lIgELyftG7dmuTkZPz8/HB3dy8S8aDuqKG6bo0aNUojNqRw5MYnn3zC+fPnNaYZGBiwa9eu17ELgpckJSWFmJgYjQFDLS0tatasibm5OVFRUWhra5Obm4tMJvtXEawlvdMWrtDW1dUt4sakcjJxcXHh3Llz0kDl63pPtrCw4JNPPiEvLw9DQ0PGjRtH5cqVOXToEIDkINu9e3dJKC+TyVi4cCHDhg1DoVAwZcoUdHV1sbW1xcTERFpv06ZNOX36NC1btpRExAsXLuT06dPMmzdPiuOSyWT4+PgQHByMk5MTMpmsWMFx4WNQpUoV7t69S35+vhTvaWZmRqdOnfjss8+AAveXvLw8QkNDOXnyJPPnzyckJOSVHb/SonB8VeXKlalcuTK7d++mcePGBAcHM2nSJKkY4ptvvtGIr3JxcaFXr15SfFWVKlWKFEK8jkHx7OxsDh06xJYtW7h69WqR+bGxsfj5+eHl5SX9n6elpXHmzBni4+NfqzDnzp07eHh4kJubS8uWLfnhhx/w8/Pj119/pUKFCkybNo3ExEQ6deqEj4+PFLP2svErERERL4xUe1e5efOmFPWi+tupR6vJZDIqV64MIE1r2LAh27Ztw9nZmdOnT3Py5EnGjh3LrVu3NNbdrFkztLS0MDY2lgbx30XUhXg3b95k8uTJ0rtfWFgYFSpUIDQ0lC1btuDr61vknKlTpw7btm3jxIkTaGtro1QqGTt2LBMnTsTa2prx48e/0oid4u6zgrJLgwYNSEpKwtnZmYSEBElYAkhCdoVCQfXq1TEzM8PR0VGK4MvNzSU1NVW6pysUCj7//HP69++Pn58fP/30k7Qu1fNP8+bNOXfuHD4+Ply+fPkfPf+oBPd/x3fffYeOzl/DZgMGDOCPP/7gzJkzpKSkEBYWxoIFC+jVqxf79++nWbNmUhsbNGjArVu3pOeM1q1bExkZiYODA3K5HJlMRkxMDJUrV2bt2rUsWbKECxcuYG9vT0ZGBjExMUCBEFElfO3duzdTp07FwcFBCHMEAoFAICjjCGGOoFTx8PBALpezadOm0m6KROEOdBXF5Tn7+PgwePBgzpw5I+Xi/p2rh0DwvlIWLeAFgrcBPz8/GjZsiI+PDwEBASgUCuLi4rh69Srnzp2TLJwLx2bs27cPR0dHevTo8VaJ4ZKTk+nWrRuPHj3iwIEDjBs3jrNnz9K2bVuioqLYuHEj9+7dw9XVlS+++IIbN24QExNDZmYmjRo1kipdd+3ahYODgzQw2KlTJzp06MDvv/+Oqakpu3bt4vnz56xbt44lS5YQHh5O+fLlmTdvnuQ0IBAISpey6HS1YsWK0m7Ce4u6I0Dnzp1p0aIFLi4uREREcP36dWrUqMHBgwd58uQJ2tradOnShU2bNtGkSRNCQ0MJCwtj3759PHnyhHLlyrFt2zbS09M1BtqXLl2qIYhdtWoVDx8+ZMeOHezfv5+RI0fy4Ycfoq+vT/v27XFwcKBevXqvLIK1cIV2586dGTp0KL169ZKW6dGjB56entjZ2WFkZMT48eM14oVfNSoHP3X8/f3x9/fXmBYUFKTxe+vWraV4JBWqynEoeEdWKpXs27cPLS0tunbtSnh4OEOGDCE/P58lS5YABQUjHTp0QEtLCwsLCw4cOECzZs2YPn26FAFXEj179qRHjx7s3r2batWqAQXPVb6+vixdupT8/HyCg4PZuXMnp0+fJisri3nz5v2Tw/PWou4E7OHh8cKBUCgYPJ00aRJ3797F3NycBw8e0KZNG7Zv3y59502gcl2wsLBg2bJl2NjYAEiRJqrBSQ8PDzw9PenSpQuNGzemXLlyr8UtSp2aNWty6NAhdHR08PT0ZN68eRgaGhIaGioJyywsLIiOjkZHR0fqF3rZ+JUdO3a8MFLtXaVBgwYkJyfj7OzMzz//TJs2bTT+N5VKJU+fPgWQhIrt2rVj7ty5hIeHk5CQwOXLl2nQoAF37tzREDO+7sK+twV1Id6IESOk6QqFgrFjx5KcnMzTp0/p0aMHQJFz5ubNm3z88cfS85iWlhaXLl1iwoQJryViR/0+CwXXFwMDA7Zu3Yq2tjYBAQEcOXJEcl5WceTIEel+ruLatWsMHTqUnJwcHBwcJKdVwZvDzc0Nd3d3OnfuLN1rVbRv3x4PDw+mTJkCFIjuateuLQlUPv/8cxwdHaXlMzMzcXV1RaFQULlyZczNzaV5fn5+fPHFF6xcuZKWLVvStm1bLl++/Eb2US6Xc/bsWS5fvoxcLicvL49ffvmFb7/9Fn9/f5YvX46enh4BAQEcOnSIuLg4yTknMjKSQYMGoa2tzfbt25k4cSJPnjzh9u3bODo64ujoiK2tLdHR0bRv376IEBH+clx8G1yQBQKBQCAQ/DeEMEfwxlDv0PPy8gLg4sWL9OnTR1KhFxfJAX8JW0qaX1osXryYiIgInj9/ztq1a0u7OQKBQCB4R1EoFPj6+vLLL7+QlZVFjRo1sLe3p2rVqqSlpREcHMyRI0eoW7cuTZo0ITs7mw0bNhAfH09oaChjx44lLi6OpKQkhg4dikKhYPjw4Xh6euLl5UWVKlWIj4/HwcFB6jR7nezZs4egoCBiYmKoX78+ixcvpkmTJowfP57y5cvz559/0rVrV5o0acKuXbvw8/MjOjqa69evEx4eTmRkJBUqVKBRo0bMnTtXY92GhoY0b96cvLw8bty4QUZGBj/++CNHjhyhfPnyL90pHxYWhrm5OZmZmS8VvyUQCP4ZSqWSBQsWlHYzBGUIdUeA33//HX9/f1xcXNi2bRuzZ88mOjoaAwMDNm7ciJ+fH9nZ2Rw7dgxHR0dJwFGlShW2bt3K7Nmz2blzJz179tQYaP/1118lQawqCkXltrJp0ybS09M5evQo/v7+LFmyBA8PDxYsWEDdunU12vp3xRrqRR/qnwtXaLu7u+Pu7l7kWGzZskXj9+LetcsCxVWud+7cWeN31XF7+vQpCoWCTz75hB49ekhCIFVFunrEiXq/QXx8fJHtFnYR/OSTT/71PrytqDsBjx8/nmvXrpU4EApgYmKiES1jYGCAi4uLRnzV5MmTX3u7k5KSpJ+Ojo6Sy0lycjItW7ZEV1eX+fPn8/z5c2xsbOjSpcsbE188fPiQIUOGkJGRQUpKCh9++CHt2rUDXhxd/rLxK+9ipNrL4ObmRq9evejcuTP6+vqkpqZqzA8MDMTR0ZH8/HymT58OgI2NDSNGjKBFixZYWlqSnp4OFBzTiRMn0qdPn38cB1WWKSzEq127NgCJiYk8e/aMY8eOsXLlSunYFj5nGjZsSEJCgiQwUyqVmJmZ4enpKUUT5eXlvbL2qu6zM2bMIDs7m/LlyxMQEEBMTAw1a9bkxo0bnDhxQuN8Pnr0KIcPH2bt2rWSCx0UCEVXrVpFvXr1+Pzzz7l9+3aRe7Lg9aKnp8eePXs0pqmeRbS0tLh9+7bGvOLEvar7ctWqVaW4TBXq/f/79u0rdjugee//L5RUXGtmZkb//v0ZM2YMUPAsVtgpSOXUB3/dt6KiomjSpAkbN27E39+f/Px8xo8fL8WcqlOcEBE0z1mB4G1k6tSp2NravrJ4U4FAIHiXEcIcQalx/Phxxo0bV6YFLV9//TVff/11aTdDIBAIBO8wurq6XLp0iVatWlGrVi3KlSvHhQsXyMrKIjg4mAkTJjBy5EiOHTvG7NmzmT17NmFhYcjlciwsLAgMDJRejidPnsyGDRswNjbG1taWPn36AAUDegsXLuSTTz557cIc9UGIxMREdu7cSVRUFFlZWSQkJODj48OFCxcoV64cz549o2LFimhra6Onp4dCoWDp0qUMHjyY1atXS9EB6shkMlq0aEFSUhKGhoY8efKEadOmMWTIED744ANmzJhBrVq1/radqk4+4XonEPx7YmNjmTdvHnl5eeTk5DB37lzGjBlDjRo1cHZ2Zt26dZLwLTU1lZs3b9K4cWOMjY3Zu3cvzs7OBAYG8uDBAwYNGkRmZiZNmzZl6dJP6sVpAAAgAElEQVSlpb1rglKgsCPAo0ePePjwIRkZGdIgnOoeU6dOHY3Pjx8/BjTdOH766aciA+137twpst3CUSj16tUrdtuC14uIRv5nFOcEXNJAqAqVe4WKwpF9bwJdXV2cnJzIzs5mx44deHp64uzsTI0aNQDYvXs3P/zwA3/88Qeenp5vtG0bN27Ezc0NLy8vPDw8aNWqFadPn6Zr166SoEEVP6cusHvZ+BUTE5N3LlLtZVC5oujo6DBkyBA6duyo8b/auXPnIoK9Bg0aSNd1X19ffH19gQLxpfqgvup/vDjnr3eJwkK81atX4+7uzvz587l27RpOTk7Uq1cPY2PjYr9vYGDAZ599Rrt27ShfvjzLli1j0qRJ+Pn58eTJE7S0tFi5ciUNGjR4pe1+9uwZfn5+pKamcu/ePT788EMePXokCd7Uz5Fp06Zx+PBhDVEOwJUrV+jXrx8AGRkZpKamivuy4LXg6urKV199JQlYR44cycmTJzWcglq2bMmdO3c07luffPIJQUFBnDt3jipVqvDhhx9Su3ZtHj16hLu7u4YbZ3FCRIFAIBAIBO8WQpgjKDXat29fpONHIBAIBIKyQGJiIvHx8S+V711c5cg/iW9RiUwePXpE/fr1adOmDbm5uezdu5ctW7agq6tLeHg4aWlpUoxG37590dbWlgYSa9asCcDjx48xNTUFCjq079+/L20DoHz58v/oOPwb1DtYq1atKlWd7du3j+7du3Pr1i2pE6tixYo8e/YMhUJBTk4O2traWFlZ8c033/DVV18hk8mKrYwuPNBhYWFBWFgYGzduJCwsjHHjxjF06FCuXLlC+fLlqVOnDqNHj6Zp06YsWrQIIyMjfvnlF2xtbTUGVl4G1cCMQCAoIDs7m0OHDrFlyxYOHjzI/fv3iY6ORltbm3Xr1knLNWvWjJUrV+Lo6Ejnzp2ZPHkylpaWBAYGMmvWLCZOnIi1tTXjx4/n1KlTb1VEn+DNoO4IMGjQIHr06MHgwYPp1q2btIz69b84Fw11N45GjRoVGWjPz8+XBtZftB5XV9ci2/6vCCGoQFAgmlN3Kdy/f3+RZczMzDSew1WuU6ampq/VWbljx47079+fiIgIoEAsdvfuXezs7NDX12ffvn24uLjg5uaGj4+P9L2XjV+ZOnXqOxepVhi5XE5sbCyzZs2iX79+PHjwAKVSycSJE7l37x4VKlQQ9/d/QWEhnqr4AjRd2QpPUz9nhg4dytChQzWW27Vr12toLdJ9tjgnETMzM/bs2cPw4cOBv+67YWFhDBkyhM2bN0vvtlBwPViwYAFGRkYoFArhLCJ4bchkMikSUkX37t2Bv1x9tLS0ir1vnT9/vsi0qKgo6bPqnCxOiKj+fCieFQWvm7y8PPr160dqairGxsaUK1eOcePGafSVVapUieDgYJ49e8ZXX31F//79S7vZAoFAUKYQwhyBQFAEW1tb4uLi8PLyIiAgQMMWXCAQCAQFgwYWFhYa0+RyOdHR0S8l5Pgn8S1VqlRh1qxZ3Lhxg4kTJzJ48GDs7OxQKBT07duX1atXs3TpUhISErh+/Tq+vr7s2LEDW1tbDhw4wP379yV796pVq5KSkoKxsTE3btzA0NAQKD1r5MqVK3P+/Hmp6mzixInMmTOH4cOHU7FiRT7++GN8fX1Zt24dJiYmmJiYsHLlSqDAec/e3p6TJ08SGxuLXC4nMDBQGswJCwuTXG8GDx7MzZs3ycnJYc2aNQQHBxMbG4upqSm3b9+mRYsWDBw4kA8++IDLly+TmJjImjVr0NHRwcTEhHnz5jFjxgymTJlC165dqV69OkOHDiUnJwcHBwcCAgLw8vJCX1+fq1evMnXqVL7++msqVqyIp6cn3t7epXJ8BYK3AXWHkpUrV9KqVatiRYnFOZ3o6+ujUCi4dOkSEyZMQCaTkZWVhZWV1ZvbAcFbQ2FHAEdHR0aPHv2PXCUePnyIo6Mj5cqVY9u2bVy8eFFjoB1eLgqlV69e/3jbAkFZIyUlhalTp74VMeLqFPcc/iZo3bo1ycnJGtNUz7Aq1AUSqpg1eLn4lXfZ0aUwEyZMAODQoUPk5eVpDFAL3n1U99mzZ8/y+PFjDScRCwsLTExMsLGxkdyUAOrXr8+iRYvw9PRk+/bt0rqCgoLw9vYmJycHXV1dduzYgb6+fmntmkAgEJRpdu3aRbNmzdi0aRMzZ87kww8/ZPv27UyePJkDBw6wbds2ZDIZTk5O5OXlIZfLhTBHIBAI/iFCmCMQvOeIyn6BQCD458TGxhIdHc3Vq1e5d+8eenp65OXlARASEsLatWslG3AVFy5cwN/fn/Xr19OtWzeio6N5/PjxS8WzuLm54e7uLtkkR0dHExMTw/Xr11m7di1z5szBzs4OOzs76Tvjxo3Dzs4OCwsLKbpp+vTpfPHFFygUCoYNG1bECvx1o24jrxqQKByRUNiy2d7enlmzZmlMU4lz1FFVj6lny6sGkgrHZi5cuJDbt29Tq1YtsrOzOX78OL/99huJiYm4uroSHh5OvXr1+OWXX8jKyqJOnTpcvHiRxMREJk+ejKenJ6tWraJevXp8/vnn3L59GwAbGxt++OEHAgICmD17NnK5vFhHH0HpozqHVUKu4oR16su4urry5Zdf4uLiIs1XVX2vXr1aiK9egLpDSadOnfjll1+KXe5FTidmZmZ4enryv//9D0C63greLwo7Ajx+/JjOnTtLlfPFDXTDX/eCuLg4nJycNJwsihtoB14qCkV92wLB205ZeO8vKW7ozp07eHh4kJubS8uWLendu7d0f1aJdOLj45k+fTqhoaGkpaXx448/ijibV4xSqcTPz0+Kkh0zZgwBAQEAzJw5E3t7e+RyOdbW1kRHRzN48GAGDRpEZGQkU6ZMwdLSUrp/q4rAVqxYwcOHDzly5Ai+vr7S33X27Nns3r0bPT09wsLCqF+/Pq1ataJVq1YkJSWxdu1a6tevT8+ePZHJZJibm7No0aLSPDyCf0DhyLHCBAUFafyuLg48cOAA8JfDSOPGjYt1KBEI3iTqz6ACQVnm+vXrfPzxxwBYWlpy5swZjh49ypdffkmlSpWoWLEix48fZ9q0aeTm5pb4bi8QCASCkhHCHIHgPSQ2Npb58+eTn59P7969WbJkCdra2ixdupRWrVqVdvMEAoGgTJCfn0+FChWAggGD3NxcRo8eTVhYGPPmzcPX15egoCDWrFnDmjVrMDU1Zc+ePXTr1o0bN27Qtm1bqlevzrRp0/42nkVPT489e/aU2JbihCrOzs64urqSmpqKn58fUDAAefLkSY3l1Ds63xdr5Hr16mFpacmRI0e4cuUKLi4umJiYMGfOHNzd3bly5QpGRkYkJSXxxx9/YGVlxfHjx1Eqlejq6nLlyhX69esHQEZGBqmpqQCSaGDo0KHMnDmTVatWMWLECOHuUcZRKpXs3r27xPlCmPNidHV1cXJyIjs7m3nz5v2rzrtJkybh5+fHkydP0NLSYuXKlTRo0OA1tFZQVrh8+TI+Pj58++2379W2X4awsDD69+//UiIM9WhOcS0re5w8eVLDoe/27dvExMSgpaXF6tWrgQIBdI0aNWjZsiWXLl1i06ZNKBQK7O3tOXLkCKGhoZKAeeHChXz88ccEBgZy5MgRyfGstKlZsyaHDh1CR0cHT09Pfv31V2ne3bt3OX36NOfPn2f48OGcO3eOzZs3s3XrVkaPHv3K25KWlsaqVavw9/f/V+eM+vmpinMyNjZ+5e18Hfz4448YGhoSGhqKUqnEzs6OgwcPAuDk5CTF9vbu3ZupU6fi4ODAoEGDCA4O5ujRozx+/JhPP/1UY51+fn7k5eXh4+MjvYekpaURExPDiRMniIuLIzg4mJCQENLS0jhz5gzx8fGsXbsWFxcX5HI5U6dOfSkhfFkQpwkEAoFAUJo0bNiQ+Ph4XFxcOHfuHGZmZty6dYs5c+bg5uYGwHfffUdoaCjGxsZ8+OGHpdxigUAgKHsIYY5A8J7y/Plz9u7di7W1NSdOnCA1NZXhw4cTGRlZ2k0TCASCMsHly5dJSUmhYsWK6OjokJWVhaWlJdra2oSHh+Pr68vXX39Nbm4uISEh6OrqUrlyZQAMDQ05evQo9erVe23xLNu3byckJIRnz56JCtJC2NjYsGLFCjp27Mj9+/exsrIiPT2dkJAQvv/+exo1akR2drb0d2natClr1qyR4grMzMxYsGABRkZGKBQKZDIZISEhUmd/tWrVWLp0KXfu3GHQoEHvRRWn+kBVWUCpVBIeHk5ISAhKpZIWLVrQsmVLfv/9d5o1a8aJEycYNWoU5cuXJyUlhbNnzzJu3DiUSiWjR4+mcuXKfPDBB6xYsYL4+HiqVq2KsbExSqWSTz/9lPDwcFauXMnWrVs5ePAgsbGxWFpaMnLkSBITE1EqlWzYsIHatWvTs2dPnj17hoGBAVu3bi3tQ/PKsbCwkJyJ4C/3EXix05X6fAMDA3bt2vU6m1lmyc/PZ+jQoVy5coXy5cuzevVqevbsSVpaGm3atKFChQqsXr2ar776isTERCpXrsyGDRuoUqVKaTf9P/HRRx9J1fIvy6uqZv43235TKJVKwsLC8PT01BiALmlAWj0SSAhzyh779u2THPqSk5M5c+YMsbGxXLp0ieDgYCZOnMj9+/eJjo5GW1sbBwcH/vzzT86cOYOdnR3p6ens3r2bY8eO8fjxY7y9vQkJCeHs2bMcP36cjRs3SsKL0uThw4cMGTKEjIwMUlJSNAaBGjduTLly5ahTpw5NmzZFS0uLOnXqcOnSpdfSltq1a0vPOv9WmKM6P1VxTmWFq1ev0q5dOwC0tLSQyWTSu416RGWLFi3Q1dWVrjlaWlro6+ujr6+PgYFBkfUqlUp8fHz46aefyMrKwtDQkOTkZNq2bUtgYCDXrl1DLpejq6tL+/btcXd3JyMjA11dXVatWkVISAju7u788MMPGvfD9evXk5SUJBWlDR06lOnTp/O///2PuLg4Zs2ahZOT0xs4cgKBQCAQlA169OiBp6cndnZ2GBkZMX78eCpXrkzv3r25e/eutEz37t2xsLCgWrVqpdxigUAgKHsIYY5A8J7y8ccf8+DBA0xMTNDV1cXU1JQnT56UdrMEAoGgzHDhwgXq1q3L4cOHWblyJUFBQdjb27N27VophmXt2rWsWbOGmjVrcv78ea5duwZAxYoV0dPTo0KFCsyfP/+1xLP07duXvn37vrL1vUvIZDJatmxJXl4eNWvWZPHixQQGBvLnn3+ya9cuNm7cSNWqVcnPzycjI4NZs2ZhY2MjDUYEBQXh7e1NTk4Ourq67NixQ2P9y5cvZ+fOnWRlZTF+/PjS2MU3jvpAVVngxIkT6OnpcevWLWbOnMn69evp2LEj33//PWZmZtLf1MzMjLCwMJo0aQIUVIfNnTsXFxcXPv30U/z8/FizZg2nTp3iyZMn1KlThylTppCRkcHw4cOJiYlBoVCwbt06LC0tCQ4OpkKFCkRHR7N8+XIGDhxIzZo1iYyMFLFngn9FZGQk9evXJyQkhP3797Ns2TKaN2/Op59+ysOHD4mOjuann37i2bNnHDt2jPXr17Ns2bIi1ybhJPB2Ehsby7x588jLyyMnJ4ft27czdepUDZHV48ePJVcUKysrEhMT6dSpEz4+Phw+fBh9fX2uXr1KWFiYRhzQ0qVLpci++vXrk5ycjFwuZ/HixZibm5f2rgteAnWHPnNzc2JjY6UoKCMjIwBatWoliSacnJw4cOAAMTExPHz4kBs3bpCUlKThYnLr1i1atmwJFDgBvg3CnI0bN+Lm5oaXlxceHh506NCB6Oho4MUxiK+Kws5EMTEx9O7dWzpn/P39mTZtmiTYU0VdBgcHc+DAAbKzs1m2bBm5ublFzs+AgAAMDAzw8PDg6dOnWFhYsGjRIsLCwoiKipL6aPbu3auxf6WBmZkZp0+fpmvXriiVSpRKJU+fPgVAoVBIyxVup1Kp5NmzZzx+/JgHDx5ozNPV1eX06dMYGhqycOFCDh06xPr16/noo4+IiIigXbt22NracvnyZQwMDIiLi6N9+/Y0a9aMSZMmkZCQQM2aNbGwsCj2fmhtbc3z58+l+KORI0cSGBhIbm4uw4cPF8IcgUAgEAjU0NXVZcuWLRrTnJ2dycrKkn739vYuIkxWL7QRCAQCwYsRwhyB4D1FS0sLAwMDUlJSCA0NJT09vcxXzgoEAsGbpGnTpsTHx+Pk5ETdunWBAieczz77jAkTJvDpp59y584dvLy8aNCgAcuXL+fLL7/k+fPn6OrqAlC/fn1mzpwp4llKgcIuHkuWLCmyzLRp06TPJ06ckD43bty4iAuOusvHqFGjGDVq1Cts7dtH4cHiuXPnMn/+fNavX09kZCTfffcdeXl5BAYGvpWDHr///rvkElG3bl2ys7Pp3Lkzenp6VK5cWRLRqQY2VRgaGnL16lWOHz8unccZGRnI5XLy8/PJz8+nVq1a+Pr6EhcXx65du+jbty/79u0DCoQ9hw8fJjc3l6ZNm9K4cWPMzc3x8PDgf//732uJ3ShN5HK5NEgseD1cunSJ8PBwZs+eLQ1+BgUFkZWVRWZmJrdv32bAgAH06NGDyMhIFixYwO+//06rVq1wcnKibdu2tG7dmvLlyzN//vzS3h1BMWRnZ3Po0CG2bNnCkiVLiois+vTpo+GKsm/fPqKjo9HR0eHw4cPY2Njwww8/8Pz58xLjgPz8/Fi3bt17E2n5rqDu0Ofh4YGjoyOLFy8GIDc3l9TUVA2RhLu7O5MmTeLu3bvExMTw4MED2rRpw/bt26XvpKenk5ycDEBCQsKb36li6NixI/379yciIqJUtq/uTHTz5k1iYmJwdXWVxFCg+cyoYuTIkUycOJFr164xZcoUNmzYgIWFhcb5CbBixQr69OlDv3798PHx4cyZM0DBM8emTZvw9fXl559/LvXYcVdXV/bs2YOdnR36+voEBgbi6OhIfn4+06dPL/F748ePx87Ojo8//pjatWtrzGvbti0BAQG0aNECR0dHZDIZenp6ODg44OTkxO+//87EiRMZMGAAFSpUQE9PTxKRZmZm4ubmRm5uLvb29ly6dInNmzcTFRVFXl6eFA/88ccfS9szMDDA0NAQKHh+EwgEAoFAIBAIBII3iRDmCATvOC+qftXW1mb48OFMnz4dmUzGtm3b3nDrBAKBoGySk5ODpaUlNWrU4Ndff+XOnTuYmpoCBdXLW7du5ciRI/j6+nL48GHs7OzQ09Pj8OHDyOVyqUP+gw8+EPEsgjKL+mCxqqJeqVQyd+5cYmJiUCqVdOnS5a0U5tSvX5+LFy8Cfz0rJSQk0L17dzIzM2nUqBFQtOo7Pz+fGTNmcO/ePZo1awbA7du3OX/+PDk5OdSpUweADh06kJmZyfHjx+nXrx979+7l4cOHxMbGcvz4cQ4dOsSGDRvIycnh66+/RktLC0dHRzw8PKhVq9YbPBKCso6ZmRkDBgxgzJgx6OjoYGtry08//UTTpk2pUqUKdevWJSwsjJCQEObOncuIESO4ffs2c+bMwcnJifT0dPz9/SWBqeDto3Xr1kCBoNTf35+vv/4aAEtLS44ePQpouqIURuXKVzgO6M6dO2+g9YLXgcrB5dGjR8hkMjIzM6lWrRq3bt3ip59+AuDx48c0bNiQO3fu8Pnnn7Np0ybq1q1LZGQkw4cPx9bWlri4OC5cuEC9evV48uQJHTt2JCIigkqVKqGvr4+JiQnp6emlvLcF54BKLKRCJfpUudSYmppKUYmvWhSq7kw0YsSIFy6r7tQTHh7Ohg0bpNinkrh+/TrOzs5AwXmtEge3aNECAGNj47dCRKKlpcWqVas0pnXu3Fnjd3Vxn+qzq6srrq6uGsupC9q///57zp07h1wux87Ojvbt2zNs2DCGDRuGk5MTJiYmANL1rly5coSFhWFnZ8euXbuoUaMGSqWSPXv20L9/f8aMGQMUCM1OnDih0R/2ulyVBAKBQCAQCAQCgeBlEF7VAsE7SGxsLK6urnTr1o0NGzbQtm1bbGxsSEpKAgoqg6Kjo/n0008xNTVl8uTJTJgwAUNDQ5ydndm6dStQ0FnSuHHj0twVgUAgeOtITU1lxowZdOvWjVWrVnHs2DH27dtHbGwsOjoFmmdVR/TKlSuJi4vj22+/laYVt5zgzSKXyzXccgT/DvXBYlWkRHp6OpcuXcLe3h5HR0fu3r37Vg58tGvXjqysLOzs7FiwYAG6urpcvHgROzs7nj17xmeffVbs92xtbalVqxZWVlaSCKdBgwbUqVOHoUOHSue2lpYWFSpUwNzcXBoQqlatGvr6+nTs2JG9e/cCBZEhHTp0wNraWqOKWyB4WVxdXbly5QpGRkZUq1aNq1evcuHCBTZt2kRaWhoymQwrKytkMhknT55k9OjR7N+/Xzo3DQ0N3ylRTkpKCp6eniQmJjJgwAAsLS2l862sonqHS0pKol+/fsTHxwNw7tw5SUSoPvCsq6urESujmqeKA4qNjcXGxqbItbm0Y3IEL4/KweXXX39lx44duLq6cvHiRfbu3UurVq3YvHkzOjo6REZGkpSURHp6On/++SfHjx9n1KhRBAUFSeuqXbs2u3fv5sGDBzx69AgoeNa9d+8eBw8epHLlyqW1m28NKmei2bNnM2XKFGl6YZFHTk6OhoBIFRe3cuVK6XwrfH4CNGzYsNjz+n0Rkbi6unL37l3s7Ozo2rWr5MTj4OCgcbwLExwcTLdu3fj000/Ztm0brq6upKSk0LFjRzp27FjE3fJtJiwsjFmzZmmcm+qkpaUVO++fCtASExOLiKveFF5eXpLoTPB2kpGRwc6dO0u7GQKBQCAQCATvNMIxRyB4R3n+/Dl79+7F2tqaEydOkJqayvDhw9m9ezdBQUEcO3aM8uXLo1QquXnzJnfu3MHX15eVK1dKA00CgUAgKIqxsbFUnSsQvM+oDxZ36tSJX375hZo1a2Jubk5UVBTa2trk5ua+lYO9HTt2JDEx8YXLqM+/evWq9HnOnDkay/3888/Fft/Dw4NevXppVPFHRkYWWe748eMv3W6BoDAymYzmzZtjZ2eHl5cXHh4eeHt7c+TIER4+fEj58uUBCA0N5bfffitybpbkrFnWsbCw4O7du8TFxVGuXLnXtp3Y2Fiio6OZOXMmq1evxtvbG4ARI0ZIkUL/lIiICOzs7KhevTpQMJDv5OREdnY2O3bswMnJCXNzc+rVq8fGjRuLOGm4uLjg5uaGj4+PxvS/iwOqV68en332GUFBQXz00Uf/qu2CN4O6g4sqTkk1QK+KYFR3UXJycuLAgQPExMTg5+dXZH0tWrRAV1dXuh5oa2tTsWJFKlasSM2aNd/MTr3FLF++nJ07d5KVlUWfPn0k8Y2VlRVubm6MGTMGLy8vbG1tNVwCrayssLOzw87OTppW3Pnp5+fHF198wcqVK2nZsiVt27bl8uXLb24HS5l/68RjY2PDyZMnNZYr7rqrLl5Rf4d72wokateujZeXV4nz/P39//M2LCwspCjX/4JcLi/x+L3ItVvwdqMS5vTs2VOaFhkZSVhYmBR5qHq+CQsLo3///i/9t46NjSU2NpapU6e+jqYLBAKBQCAQlBmEMEcgeEf5+OOPefDgASYmJujq6mJqasqTJ0+kaapOetVL1LJlywgKCsLY2Lg0my0QCAQCgaCMoD5YPG/ePH755Re0tLQYPXo0nTp1QiaT0axZM5YsWVLaTX3jBAYGcuvWLdq0aVPaTRG8xagGNwoLMf4phQUXEyZMIC0tjY4dO9K8eXNJbPEmzs2UlBQCAgIkMdrLkpiYSHx8PIMGDXrhcqoIn/9j78zDqqj+P/4CxH0JFZdUcEssZVEUlO3eCwgKiFrmhgYikhqZS2ouP0UlldK+qbnhBoVLrgjuoFwVCFMUwzKXAFGQVBTMVLZ7fn/w3IkraLa4Nq/n8XnwzMyZM3Nn5nzO+bzP53P9+nXeeecd6taty+HDh9HX12fdunXSfrNnz+bo0aM0bNgQV1dXMjIyiIiIwMrKCktLSywtLTlz5oxUFhoaSnR0NNWqVSM8PBwTExNWrFhBREQENWrUYOXKldSvX58RI0bw22+/8eabb7J8+XLCw8NJTU0lOTmZs2fP4u/vT25uLpcuXUKpVNK9e3fmz5/PmjVriIiIAGDx4sV07tz5kdcYFRVFx44dpefByspKJ8qbp6cnDg4OuLq6AvDaa6/p3O9x48Yxbtw4AJ3oX5WlA4I/nNYbN2587L2XeXHQRnDJycnBx8cHNzc3SZBQXFxMdna2jrO0f//+TJs2jWvXrmFubl6hvocFtBqNhnv37pGfn/9CpLJ63pR/p8qzaNEi6W9HR0dGjhyps3316tWPrav8+7l3716d/coLNP4NR7ZarSYzM/ORwg+ZZ09RURHvvvsuhYWFGBkZ4e7uztChQxk9ejTR0dGEhoZy69Yt/P39+fLLL6W+NSwsjHXr1ukIjo4fP86UKVMoLi4mICCA4cOHV3pOrZh09+7dWFlZkZKSwpw5c1izZg25ubns2rWL5s2bSwKeR23PysrC3t5ep8+0tLTE3Nycjh070rhxYyIiIrh79y7z5s3Dzc3tGd1VGaj82bp06RIhISFSGjk/Pz/Gjh1LamoqdevWZcOGDYSFhREbG4tSqWTr1q188MEHpKWlceXKFe7cuUPdunWlviY8PJyhQ4fKIiwZGRkZGRkZmb+IbD3JyLyi6OvrY2xsTGZmJsXFxWRmZlJSUsKIESOIi4tDoVBw69YtPvzwQ+bPn0/9+vXZunUrO3fuRKVS0adPH7p160ZGRsbzvhQZGRmZ/wTlHYp/tn3cuHEVwuBrCQ4OltIKycg8TaysrNi/fz9qtRpra2vJMezh4YFarSY+Pv4/KcoBmDNnDt9+++3zbobMC47WuREVFSWlkPk7aAUXUVFRREVFcdxvk4QAACAASURBVOLECa5cuUJERAQbN25k+/bttG/fvtJ380WJAGdlZfWnohz4I4WPr68vZmZmZGdno1arWbZsGfPnz5f2UygUNG7cmJo1a7J582aWL18uCWNyc3MJCwuTynJzczl8+DCJiYnMmTOH+fPnc/36dbZu3UpiYiLx8fG88cYbLFiwAAsLC3x8fKhTp47UXmNjYwYMGEBeXh4ODg5MnDiRK1euoFarycnJ4f3332fy5Mm4u7tjZmaGs7Oz1KevX78epVJJly5dOHjwIFlZWezfvx8fHx8+//xz8vPz2bJlCyqVijFjxujci9GjR3P27FkAvvzyS7Zv3/6v/BYyLz6rVq2S0v6MGjWKJk2aoFQqUalUrF+/vsL+pqampKen07179yeqf/LkyTg5OTFz5kwaN278j9u7d+9eOnXq9LdT6CxYsIDs7Ox/1Ibw8HDWrFnzj+qojMfZ5P82arWa9PT0Z3IumadPVFQUNjY27N+/nzp16kjldnZ2JCcnAxAdHU2fPn2kbSUlJaxdu5aEhAS8vb2l8pkzZxIdHU1CQgIbNmygqKjokecVQnD+/Hl++eUXatWqxeTJk7l58yYFBQWSCPSnn37C2NiYkpISxo0bR0xMDCqVim7dujFs2DBu375NYmIigYGB2Nvbo1AouHjxIqtWreLnn3/m5MmTFBcX06tXLwICArC2tubixYtAmSDko48+wsHBgdmzZ/+r91SmjG3btknRPr///nsSEhKkCEcJCQkkJCTw3XffSVFwfv31V5YvX46HhwcajYYff/yRVq1aUaVKFTp37syDBw9o2rQpDg4OdOvWjRUrVpCcnIyLiwsBAQF06NBBSiPXqFEjOnfuzNWrVwHw9/fH1dWVb775RmrfgAEDUCgUuLm5cefOHaAsytt7772HpaWlFLV0xYoVdOvWDZVKxfnz57lx4wbe3t6V2kQyMjL/jEfZM6mpqZw6deqJ63nSeUsZGRmZ/zKyMEdG5hXGwMCAoKAgHB0dGTJkCP7+/hQWFrJ+/Xqys7Pp0qULv/zyC1OnTqVbt25069aNL7/8ksuXL7N9+3YWL15MaGjo874MGRkZmVcejUbzWGHOw9u//PJLKT2BjIyMjMzToaSkhMGDB+Pk5MTgwYOJi4ujd+/e9OrVC2dnZ27dukVmZmalovbQ0FDs7e1xdnYmKyuLW7duSY7zsWPHAuDg4FBBiPGyOR3UanWFe5KTk0P//v2xtrbm6tWrhIaGsmfPHqDMEblo0SJ27tyJjY0Nzs7O7N27F7VazYwZM4CKjpj9+/ejUCjo0qULxsbGbNmyhZ07d/L9999LKXxGjx4tOXfK07ZtW6pXr06zZs2klE8Pl2VmZmJhYQFAly5duHTpEhkZGXTu3Fnqa/X19Tl37hxbt27l888/59ChQ/z2229AmTAnMDCQ+vXrs2HDBm7duiU5WfX09GjTpg116tRh3rx5nD59GgsLC0mgMHDgQNRqNYcOHWLhwoWYmJjQs2dPNmzYwKRJkzh27BgRERHEx8dTp04dvvvuO+nafHx82Lx5MwD79u3D09PzX/99ZV5Mxo0bx9GjRzl16hQDBw5k+vTpkuguMDBQJ4Wilu+++45PP/1U+r9WlKdWq6lSpYr0N5QJbE+ePMns2bOpV6/eE7dLo9FUWh4VFcWmTZueSHxXGZ988skLG9n3YZtcCIEQ4qmcS61Wc/HixQr9Up8+fejduzf29vbcvXsXIQSjR4/G2dkZT09Pbt++jY2NDf369ePSpUvY2dmhUqmYN2/eU2mnzJORnp5Op06dALC2tpbK9fT0sLCw4PTp0xWEOTdv3sTU1JQqVaroHHPmzBnJdsjNzeXGjRuPPO+FCxdo0KABx44dk9IhxsbGsnjxYinlao0aNRgyZAhRUVHcv38ffX19yVbp37+/9Ixv27aNli1bcuTIEWrWrMnt27cBqF27NoaGhixatAgDAwOSkpIkYQ6URWpLSEioECnqefK4xS2ZmZkcPnwYKBP3lv+Wvojs3r2brl27sn//fl5//XWdyGfa3y4zM5NJkyZx9OhRrK2tpdS6JSUlZGdns2LFCuLi4khKSkJPT4/Jkyfz4Ycfkpuby5tvvknjxo05dOgQDg4ONGjQgMzMTK5du0afPn2YOHEi27dv5/vvv8fAwIC4uDjatGkjtSE8PJwjR44wYMAAaSHDw6LpRwmkp06dWqlNJCMjUzmPss0e5lFzjI8S5jyqXnneUkZGRubPkYU5MjKvIEqlUlrp4uvrS3JyMklJSbzxxht06tSJfv36sWfPHvT19fH09MTPz4+PP/5YWlnbpUsXqlSpgpWVFZcuXXrOVyMjIyPzfHl4Rfq3335bwWkaHBxMQEAArq6uBAQEVFrPtm3baNiwIQ0aNKBp06ZMnz4dY2NjGjduTHh4OMnJydSrV4/evXvj6+uLpaUlDRs2xMvLi5iYGNLS0lAqlVJ46ZKSEh1n5ddff/3M7omMTHlbQ0bmVWXnzp289dZbHD16lA4dOpCXl8eDBw/Yt28f77//PmFhYUCZM6G8qL2yCCynTp1CqVQSHx/P4sWLpXM8LMR4GZ0O5e/JwYMHuX37Nlu2bGHChAls376dIUOGSI6XrVu3MnDgQLZv386WLVs4fPgwvXr1kuqqzBHj5OTEkSNHSE5OlqLfuLq6cuLECdzc3FCr1ajV6kr7wfIperTOqIfLWrZsyZkzZwA4efIkbdq0oXXr1pw+fVqadNZoNJiZmTFkyBAmTZrEyZMnMTMzq7Q+MzMzSbQjhEChUNC1a1dsbGxITk7m0KFD0jEHDhxAqVTi7e3NlStXKrT/3LlzfPLJJyiVSg4dOkROTo60zd7enuTkZDIzM2natCnVq1f/Kz+bjMwj2bZtGwqFgj59+jB9+nSdbQ+L8U6dOoVKpaJ///6Eh4cTFxcnLfqJi4sjISGB6OhofH19SUhIYPfu3Tg5OWFnZ8f+/fspKirCy8sLlUrFgAEDgLI5DIVCgUqlQqPR4Ofnx6VLlygoKMDLywsnJydJ4BgeHs7gwYPx8PDAw8MDIQSpqakoFAq6detWQXzyT4UpGo2GgIAAFAoFvXr1kmzy4OBghg8fjru7Ozdv3mTGjBmSODM/P1/aD/5IH+fn58e4ceOwt7fn008/JSgoCGtra8mpNW3aNOzt7VGpVGRlZREeHk5gYCBZWVksWbKE7777jtGjR3PhwgViYmJo0qQJvXr1okuXLhw+fJhDhw4REBCAo6MjvXr1Yty4cajVamxsbCgtLSUmJuaRv4HM06dVq1ZS33P69Gmdbf3792f9+vWUlpbqpLls2LAhly9fprS0VOeYTp06sWfPHtRqNadPn36skC0vL4+6desCZaJTPT096tatS61atXTSEnXs2JFq1apJ/ZWenh6GhobY2tpK+6SmpvLLL7+gVCq5f/++FNlq37597Nu3j86dO1OjRg2derR1Q5kA6GWgvDCnSZMmFb6LLyLa31JPT48HDx5w9+5dACmSTdOmTVm6dCkKhYJdu3ZRq1YtqlSpQu3atRkwYABz584lPz+fPn360LBhQ4QQWFlZ8eDBgwp2T/fu3YmJicHQ0JAhQ4ZIwufKxGelpaVMmjQJJycnvvrqK8mueVg0/SiB9KNsoped8n3E49D2h+UJDw8nJSVFR+T+4YcfStueVJgh8+qgVqvx9vamd+/e7NmzR8fuAli5ciXdunVjypQpkk2ifQaXLVsmLZA4deoUYWFhfP755/j4+OjUe+DAAT766CMUCgWOjo5kZWURHR1d6bxlVlYWzs7O2NvbSwvAn2QOVUZGRuZVRRbmyLy0hIeHS7lx/wpqtVrK0e3g4PDvNuolQDvwP3PmDMOGDSMlJQX4YxIa4OzZs5SWlnLmzBmdVQ0yMjIy/0UeXpH+/fffV+o07dChA3FxcWRlZUmr8stTr1497OzsyMvLo3HjxiQnJ2NtbU2fPn3o2LEjtra2FBQUUKdOHS5cuMDixYvp0qULu3fvpk+fPpibm6NWq+nRo4dUZ3lnpdZBLCMjIyPz7/DLL7/QuXNn4I9IKloHQ3kBu7m5uY6ovbIILAqFAo1Gw5AhQypEsijPy+h0KH9P4uLieOutt9DX15ecKy1atODWrVvk5eWRn59P8+bNmTFjBiEhIRUcDJU5YlJSUnB1dcXFxYXU1FScnJzYuHEjXl5ef5rC50lo0qQJKpUKOzs7ZsyYwdSpUzE2Nuadd96RHPgXL15k2rRp7N27l3nz5uHq6sr3339faX2ffPIJ2dnZKJVKTp8+TYMGDfD09CQ1NRVXV1cWLFgg7Tt//nz27dvHrl27JCeaoaGhFPbdzMyML774ArVazcmTJ3UiJ+jp6WFjY8OkSZMYNGjQ37p2GZnKGDRoEEeOHOHkyZPY2dlV2P6wGO/69et8++23+Pv7ExwczMGDBzl48CAzZ87EwcFBEh/a2dmxcOFCDh8+jFqt5vPPPycrK4uGDRsSHx/Pt99+S3FxMVevXuXIkSMcPnxYRygQFhbGwIEDOXr0KPfu3eP48eMANGrUiL1799KsWTN++OEHzMzMUKvVJCcnExsby/3796U61Go1gYGBxMfHM3Xq1L98b3bt2kWjRo04cuSIFAlMS7t27Th48CBXr14lPT2dxMREDh069NioQwqFgsTERL7++mtGjBhBUlKSFFErMTGRY8eOER8fT4sWLfDz86NHjx5MmzYNMzMzVqxYgYWFBdevX+f+/fsYGRlRo0YNBg4cyM2bN+natSsTJ07k9ddf58iRI9SqVYv+/fuzbds2mjVrxtSpUyv9DV5E9u/fX+F+a9E6oF82+vbtS1JSEu7u7hXGjo6OjuzYsQMvLy+d8ipVqjB8+HDs7OzYsWOHVD579mxp4cif9QcNGjSQxKMajQYhBHfu3OH333/XceCXF19AmQCjqKiIkpISDAwMsLOz486dO+zatQu1Wo2VlRVdu3YFQKVS4eTkREZGBq+99lqFNjxc95OSlJSEra2tlBKysoiFa9aswdHREUdHRynKw8OR+MrbHlqntJacnBxUKhUODg7SIpywsDC++eYbXFxcyMzMZOjQoQBERkbSrVs37O3tpbnW7t27ExQUJKX8fR54eHhw/Phx3N3dycnJwcjIiJs3b+Lh4UFWVhZQJtBq0KABGo2GWrVqoVKpMDY2pqCggOzsbObOnYuhoSFqtZqCggKgbB65evXq1KtXj5KSEkpLS0lLS8PMzIwTJ05w48YNFAoFUPa8VCY+S01N5ffff+fo0aN88MEHjxRNP0og/Sib6GXhaYhk/Pz8dCJowR/pcmVhzn+XoqIidu3axaJFi3TsrpKSEsLDw0lMTOTtt9+ucNyuXbuIj48nPj6eTp06ERgYyKRJk9iwYYNUb0xMDL169WL+/PnMnj0bExMTVq1ahbe3d6XzlqGhocyePZvExEQOHz4sjW8rm0Mt/419Wft3GRkZmT+jyvNugIyMzLPF0NCQnj178uDBA7Zv387MmTNxdHSkTp06UhjbRo0a0bdvX27cuCEZXjIyMjL/Vezt7QkODpZWpGudpnp6ety9excbGxvgj5V/r7/+OgUFBRUmIe/cucPPP/+MUqnk6tWrmJiY0LFjR6pWrcrFixelbZmZmQwZMoRPP/2Ue/fuodFodJwS5UlJSWH27NkUFxfz448/Pt0bISMjI/Mfo3Xr1qSkpODp6cnJkydp27atJP4oL2B/WNReWQSW0tJS5syZA5QJWIYNGyad52EhxtChQ6UJ9idZPfu8KS/8d3Fx0emPtA4Xb29vRo0aRe/evQEwNTVlzZo1JCUl8cUXXzBw4EAAHUeMvr4+Go2Gzz77jDVr1tCsWTPeeOMNjh49SnBwMA4ODri6ulZYua4VPl2+fFkqa9mypbSoQ5vCp3zZ1KlTKzjpx4wZUyGdWFxcHD179qRmzZpUqVIFPz8/KfWFi4sLEydO5NNPP6VDhw6o1Wr8/PwAGD58OBEREcTFxVGlShUOHDgAIEX/sLGxkewGd3d3xowZw7vvvsu0adMIDAykoKAAfX19Vq9erdMeHx8flEolmzZt+tPfSaZssj89PR1nZ+dHbp8xY8ZjxXOPw8HBQXq+XmXKi/FWr16NpaWlJKbTRt8AKqQvuHnzJufOncPV1RUoi5DVpk0bzM3N8fHxwdramgkTJuDr68vQoUMxNTVl7ty50vG//PILHh4ewB+iR/jDBi8faWHixIncu3eP8+fPc/36damOAQMGEBwcjI+PD0OHDtWJ2PUkXLhwQRIrPWyfa7/b5fcpH21ES/lUV9q2N23alI4dO2JoaCjtO3nyZHx9fWnQoIGUOqdp06akpKTQqlUrPvroI3777Tfu3r0rXWOzZs0wMzPD2tqa6dOns3nzZgIDAwH46quvuHz5MsXFxWRnZ+Pj40OLFi0q/Q0exbhx41i0aBHHjh3DxMSE1q1b/6X79zhSU1PRaDSSIFaLRqOhZ8+ejzxO64B+2ahWrRoxMTE6Zdo+Q19fX4psAuikpxs1ahSjRo3SOc7GxoZDhw796TmVSiVOTk6MHDkSJycnateuTWRkJG5ubgghJFGY9h1v2bIlb775JgDz5s1j9uzZ3L59mzfffJOEhAQuXbrEhx9+SGFhIbVr1+bevXtAmTN18eLFKJVKqY984403aNu27V+9TTrs3buX0NBQlEolGRkZfP7558TGxpKSkkJoaCghISFER0dz9OhRbt++jb+/P2FhYVIkPgMDgz8VKTRs2JDY2FiqVKnC0KFDuXjxIoGBgbRu3ZqQkBAyMzOBssgvS5YsITExkezsbIKCgti9ezd5eXnMnDmT4uJigoKCHvvsPi3effddvv32W4qKimjQoAE1atTA3NwcKPt2Ojg4YGtrS2lpKfXq1cPExISaNWtiYGCAg4MDV65cYenSpbRo0YJFixYxaNAgVq5cSZs2bWjSpAkWFhbUrVuX5s2b89Zbb2FhYUH79u25ceOGznfR1taWFStW4OLigqmpKSYmJpiZmXHp0iV69uxJixYtHhndqbxAukaNGqxcubJSm6hVq1bP5J7+FdRqNYsWLaKkpITCwkIWLlzIxIkTadCgAR4eHpiYmEiRbUJCQqQ+8ZNPPiEhIQF/f38CAwNZv349ERER3L17l3nz5uHm5gbAF198wdmzZ1EqlcyZM0eyibVpKaHMHvniiy9ITU3FxcUFf39/IiMjiY2NBcDZ2ZkDBw5gaGj4jO+OzLOic+fOldpdN27cwMTEBAMDA6ysrCocN3v2bEaPHk3VqlV1bLDy9Wr57LPP2LFjB3l5edLzqaW8rVN+sUunTp0kIeWfzaG+rP27jIyMzJ8hC3NkXiqKiop49913KSwsxMjICHd3d8aOHUtqaip169Zlw4YN1KtXr9Iyf39/srKyMDU1pUWLFjr1Hj9+nClTplBcXExAQADDhw9/Tlf49LGystJJPbFs2TKd7dpVrH93MlJGRkbmVaP8ivQRI0Zw4MCBCk7TtLS0R064a4mLi8PMzIyYmBi6d++OmZmZNHF19epVGjRogFqtZsiQITg7O+Pm5sb48eM5ceIEtra2la4sfNhZKSMjIyPz79GvXz+GDh2Kk5MTTZs2xdbWtoLI/bfffqsgai8fgaVq1apERETw/fffM23aNIqLi6XJUS3lhRgtW7YkJCTkhXc6lKf8PVm0aFGlQtF3332XCRMmsGLFCqAsfHlycjJ3795l0aJF0n6VOWL69etHnz59sLKywsjI6JldV2XUqVOHxMREnTLtavuNGzdKZVpxRvkIr2q1usL2mTNnMnPmTJ36+vfvT//+/aX/79y5U2e7NvorlNkoAwcO1HHGyDwabTqSRwlzZJ6Mx4nxNBoNd+7cAZAEh1oaNmyIubk5Bw4cwMDAgOLiYoqKihg/fjz6+vq4ubnh4+PD4MGDee+99wgMDOTEiRPS8VqxZIcOHTh58iQBAQH8/PPPFWzwFStWSOkZHBwcdOxyQ0NDvvjiC4qKirC3t//LwhwzMzOSk5Px8vKq4ODX2vVaez8oKEhqU7169bh27Ro1atQgNzdXOqZ82x+29Z2dnfH09GTevHns3r0bQ0NDunbtSnh4OPPmzaNmzZpYWlpy5swZFi9eLEWUmTlzJr/++iuenp5oNBpOnz5NcnIyDg4OfPDBB+Tl5XH+/HnatWtHfHy8FGHH2NiYvXv34uPjQ+PGjSu9/i+//BIo+545ODj8q8KcU6dOsX79evT19alZsyb379/HxsaGnJwcXF1dKSkpQalU8t5771GtWjUpepBWEOfr60tmZib6+vocOnTokQsb/uvo6+tLAhwt7u7uOv8v319p//b29sbb21tnv7Zt27Jv3z6dsj/r9x61/UkYM2YMISEhrF27lg8//LBCxML09HTOnDmDSqWSjqksEt/jxu15eXmMHj2a/Px8MjMzHxm58MaNG5iammJoaEjLli2lqDLGxsY0atQIoNIous+C8qIvbYqYh38nQIooVJ69e/dWKLtx40aFsnPnzun8/6effpJSiiqVSsk2qizSfWUC1spE05UJpB+2iV5UHjx4QGxsLN9++60UWS4uLk4SPx08eBCAnj17SuOCfv36ERoaiqOjI35+fgwcOJDhw4dTUFDAu+++Kwkf7O3tWb58OV5eXlL6uMqwsbGRollWqVKFY8eOcenSJUpLS2nbtq0synnF0dfXr9Tu0tPT48qVK2g0Gn744YcKx1lZWREeHs7GjRsJDw+nefPmFBYW6tQLZd9KtVrNkiVLCAsLo6ioCG9vb86fP8/w4cPJzs6muLiYuXPnkpaWJkWCS0pK4tixY+Tn5xMZGclnn33GwYMHOXv2LEeOHNFpi7Z/9/Pzo169eqSkpNCjRw9mzZr1dG+ejIyMzFNGnr2ReamIiorCxsaG6dOnExgYyI0bN6QQmJGRkaxcuRJnZ+cKZSqVCgMDA+Li4pg3bx5FRUU69c6cOZPo6Gjq1KlDjx498PHxoWrVqs/pKmVkZGRk/m3UajVxcXEUFBT8rVUX5VekW1tbP3b1+qPo3Lkz27dvp2/fvjoDWygb3N66dYumTZvStm1bRo8ezb1796hevbq0us3Gxoa+ffvSvn176bgXyVkpIyMj86phaGiok9ZDm6qhvMj9t99+q1TU/nAElhYtWlRwRGj/X16I8TJG3Hj4nmjvhdYxk5+fT0xMDO7u7jRs2BAoC2n+MFonzsOOGDMzM/z9/XX2DQ4ORq1Wk56eTuvWrQkPD6ekpERyQP0XOHbsGJMnTyYiIuJ5N+WFQK1W87///Q+NRsOtW7c4cOAAI0eOJDs7m2bNmvHNN98QFhZGYmIi3333HYcOHWLOnDlSuqR169YBkJ2dTZ8+ffj111/ZtGkTrVq1IjQ0lOjoaKpVq0Z4eDgmJiaVlmkZO3YsdnZ2r2yKsceJ8WbOnClF39BGCdOir6/PhAkTcHFxQU9Pj7feeouPPvqIESNGUFJSQuvWralatSouLi6UlpZSt25dyQ4GCAwMZMiQIaxevRoLCwu6devGzz//XKF9np6eBAUF8dZbb1WY14mOjuarr77i3r17UqqEv4K3tzcxMTFStJHKsLKywtTUFHt7e6pVq8aOHTsIDAykd+/eODg4YGxs/ETn6tu3rxSBZOvWrTRv3pxp06bRuHFjBg4cSEpKCpcvX6Zhw4bk5uby6aefsmzZMuzs7CgtLcXLy4v09HTOnz+PhYUFv/76K6tWraJ+/fpSpJ22bdtSpUoV6tevT0ZGBrdu3WLx4sUcPHiQ999/nyNHjpCWlsZnn32Gu7s7SqWSgwcPEh4ezs6dO3F1dcXc3JyDBw9SUFCAgYEBvXr1YtOmTbRr1441a9Zw//59/P39+fXXXzE2NiYyMpINGzZw4MABScywZ88eQkNDuXnzJj179uSbb77B2dmZfv360b17d8lRr01F5ufnpyOoKJ8CTQjxt1MlybzYGBkZsXz5cnJychgxYgSXL1/WiVjYqlUrunbtyrZt24Cy5yI/P79CJD6tUK5FixZcvHhR5xwbN26kb9+++Pn54ePjgxBCJ7KhFmNjYzIzM6UIVNqUdX+2WOdZ4+Dg8NTPMXPmTC5fviylMpP5e5HlOnXqhIGBAaamply/fp0TJ06wePFihBA6kd+0dZubm0uRR54EbYr20tJSBg8e/I+vUebFpzK7a9myZfj6+mJnZ0f37t0rCLRGjRpFRkYGhYWFrF+/nmrVquHn58fZs2d55513pP2MjIyoXbs2EyZMQAhBXl4e+/btIyAggOPHj7Nq1SomTJhATk4OSUlJvPvuu3Tr1o333nuP2NhYatWqRZ8+fYiIiMDNzQ1jY2MOHDhAo0aNKiyCgLJx4uLFi7G1tWXWrFmsW7euwvhQRkZG5qVBCPHC/LO2thYyMo9j/vz5Ys+ePUIIIVauXCnmz58vvvrqKyGEEOfOnRMBAQFi06ZNlZYtW7ZMCCHE/v37xaxZs4QQQtjb2wshhGjcuLFQKBRCoVCIDh06iKtXrz7jK5ORkZGReZrEx8eL6dOn/+3jf/zxR/HBBx/8iy36+2j7LhkZGRmZZ0tlfUlGRobw8fF55P69e/cWXl5e4uuvvxa2trbCzs5OpKamCiGE+Oabb3TKdu3aJerWrSsUCoU4ePDgU7+ef4Mn6V/j4uKEsbGxOHLkiE55aWnpPzr3rFmzRGxsrBBCiPXr14vVq1f/o/pkXm7i4+OFt7e3EEKIkJAQsXDhQmFhYSGEEGLu3Lli8+bNOs/rDz/8IAIDA4UQQvz0008iMDBQZGRkiPbt24vi4mKRnJws3n//fXHt2jXh5uYmhBDi2LFjYtSoUZWWCVFmo40dO1Zs3LjxmV77s+Sf2tQy/5yH58VCQ0NFu3btRIcOHYSJiYkYNGiQuH37tnj99dfFu+++K7Zt2ya6d+8u7O3thUKhENbW1uLOnTuifv36mTUJGgAAIABJREFUwtfXV3Tq1Ek0aNBA2NraijZt2ohTp06JBw8eiPr164vc3FyRnZ0tevfuLYQQQqFQiOLi4grf37FjxwohhBg5cqT44osvhBBC9OjRQ+Tl5YklS5ZI78Ty5cvFxo0bdY4JCAgQqampon///iIoKEi6ToVCIQoLC6VzrF69WhQUFIjx48eLIUOGiL179woh/hgbRURECB8fHzFt2rR/3L/IvJj873//E46OjqJTp05iwYIFQqFQCC8vL2FraysuXbokhBBi3bp1wtHRUSiVSjFnzhwhhBDLli0Ttra2QqlUip9//lmkpKQICwsL8d5774lOnToJIf6wKU6dOiU6duwo+vTpI/r06SPi4+NFfn6+cHR0FAMGDNCx+8LDw4Wtra3o3r27OHXqlBBCd6yuUCie4d2ReVGIj4+XbIRvv/1WzJs3T2esYGdnJwoKCkRBQYHo3r27EKLsWUlKShIlJSWie/fuorCwUHTt2lXcu3dP3L59W7z11ltCCCF8fX2l76mXl5e4cuWK9OyW75+1z6Grq6t48OCBEKLM7nZzcxMuLi7yN/I/TnFxsRBCiOTkZMkW/rvEx8eLpk2bipkzZwohyr6lBw4cEEKUPf/t2rUTTk5OQqFQiEGDBomMjAwxZMgQ6dhp06YJIcr6+TVr1ohjx46Jli1bCiH+eI59fX3FhQsXhBB/fFfleVEZGZkXDeCkeEItjBwxR+alolWrVpw5cwYPDw9Onz4thTIGOHnyJG3atKF169ZSSEhtWatWrYiPjwfg9OnTFert1KkT27Zto1atWhQXF8vhHGVkZGReUbSRCCpLYahUKunevTtxcXGMGjWKESNGAM9nRbo2wk/Lli2l8y5evJiTJ0+SlpaGUqlk6dKlOquIZWRkZGSeLuVD82tp2bLlY1PAFhUVsWfPHrp3705iYiLZ2dkEBQWxa9culixZolO2e/duzM3N/3Jqh+dJZfcEICkpifHjx1OrVi0p1czMmTPZunWrFGGhY8eO9O/fnzFjxlBYWEiPHj2YMWNGpeHKjx8/zujRozEzM+P8+fMkJydXiNhw6NAhduzYAZRFX5AjJvz36NixIwDNmjXjzJkz1K9fH4AuXbqQkpKik57n3LlzqNVq6flt2rQpQIXUKJmZmVhYWEj1zJ49u9IygAsXLlC9enUp3Y+MzNPg4XmxN998Ezc3N5o3b06HDh1wd3eXIhBFRkZib29P9erVpegdtWrVokaNGrRv355OnTrRu3dvvvzyS44dO4aTkxMdO3bE0NCQtm3bkpiYyNtvv83t27cf2ybtu/f666/r/H379m3OnTtHSkoKq1at4sGDB7Ru3Zpq1aphZ2cHlL2v+fn5NG3alF9++QVAShP2cDqqR6Ui00aAKJ8CzdbW9l+64zIvCuPGjWPcuHFAWWrCtLS0CjbY8OHDGT58uE5ZZSmRtCn5tJRPE5mWllbh3EePHpX+1p7T19cXX19fnf3KRz38q/ZcamoqGo2Gzp07k5qaSkpKCiNGjGDWrFkcPHiQhQsXolarmT59+l+uT+bZ8nciy23dupVx48YxfPhwqlatipeXF05OTtjY2PDaa69J+x05coTly5ejUCho3rz5Y9vh6elJ3759CQgI4J133sHCwoKSkhI51d9/nKVLlxIVFUVRUdG/Ms85fPhwrl69SlRUFFDWd6vVapYvX05RUREff/wxn3/+OZmZmRw5cgQ9PT0cHBwICQkhLy8PpVJJbm4uVlZWmJmZcf/+ffr3709qaipXr17lzp07DBw4kHr16nH58mXCwsJ05kXXrFkjfe82bNiAiYkJK1euJDw8HIVCwfHjx1+q8bWMjMyrjyzMkXmp6Nu3L/3798fd3R0jIyMaNWrE5cuXcXR0pE6dOmzcuJHXXnuNiIiICmUrVqzAxcUFU1NTnTDTALNnz8bb2xuNRkP9+vXZvn37c7rCp4vW0asNNV9+oCcjIyPzX6KyFIYAAwYMIDg4mB49ekjfRkdHR7777rtn3sb8/Hyio6M5evQot2/fxt/fn6ioKL7++mt5UCkjIyPzktC5c2du3LiBqakphoaGtGzZkoKCgkrLXiX27t1LaGgoSqWSjIwM/u///k9yZF29epWkpCRq1arFwIEDWbt2LS1atGDw4MFcvXoVqBiufO7cuURHR2NkZISpqSlVq1bFz88PBwcHXF1dCQ8Pp1GjRmzatImRI0fyww8/YGlp+TxvgcwzpqioiK1bt5KSksLt27cxNTXl1q1bQNl4Pz8/ny1btkhpPUJCQqhWrRr5+fksWLAAFxcX1q9fT0xMDEqlkkGDBmFqasqCBQs4evQoWVlZjB49mjZt2tCyZUvJqatdDATQrl07Bg8ezKRJk1i4cOHzuRFPmUeJ8WSeHQ/Pi9WrV48mTZrwzTffcPfuXaZNm0adOnU4c+YMNjY2DBw4kJiYmAqOWD09PQIDAxk5ciRpaWk4Oztz9+5dSdRYWlrKjh07ePvtt3VS8mg0mgqpfcoLIR9O5WNmZoaLi4uUAmPt2rUkJCRU2K9r166kpKQ8Nk3Yo1KR/fbbb3h7e1eaAk1G5mVAo9GQmppKSUkJnTt3xsrKCisrKwAOHz4szUfY29s/cZ3l65N5tjwqzSuAu7s77u7uOvtXNr8zc+ZMZs6cqVOmTetXnvKiMm3/rBWIlRezQdn3eciQIU96GTKvKOPHj2f8+PH/Wn16enqsWrWKQYMGkZeXJ9na1atXx9/fn2HDhmFpacmwYcMICwujVatW0rHx8fHs2rWL5ORkioqKgDKbfsuWLbRv357t27eTm5vLwIEDmTJlCgqFgsDAQJ150fnz51OzZk3i4uJYtWoVs2fPJjw8nMTERE6ePMnx48f/tWuVkZGR+TeQhTkyLxXVqlUjJiZGp8zPz6/CfsuWLatQVpnxqjVUbWxsOHTo0BO3IzMzkxkzZlRYmaGNxPBnlM+DqVQqiYuLo0qVZ/86lh/oycjIyPyXOHPmDN7e3gDcvHmTGzduAEgrRF+EFUTp6en8+OOPqFSq590UGRkZmVeazMxM0tPTcXZ2Jj8/n8OHD/P222//rboePj42Npa5c+eSmZlJcXEx2dnZ1KtXD2Nj4wplwCsT5WXMmDGEhISwdu1aPvzwQ51tZmZm1KpVC4Dz588zbNgwoOzeZWdnA39EX6hRowYAd+7ckVYFv/HGGxXOJ4SgQ4cOwB/RF2T+WyQkJNC8eXP279+PSqWiVq1a5Ofn4+TkRLNmzTh69Ch79+7lww8/5ObNmzx48IB33nkHtVrNsGHDmDt3LsuXL6dr167UqVOH8PBw3NzccHV1xdbWltWrV5OWlsa+ffto0qQJKpUKOzs7qlatqrPaeMSIEcyfP5/Q0FCmTJnyHO+IzKtKZfNiAFOnTmXkyJFERkZSu3Zttm7dyqxZs4iKimLOnDm4u7ujVCo5dOiQNP9Uo0YNIiMjcXBw4PDhw3Tq1Ak7Oztq167NDz/8wJUrV1AqlRQXF2NpaUlubi4LFy5k27ZtHDhwgOPHj7Nx40Y+/vhjjh8/zqpVqzhy5AiTJ0/GwsKCy5cvExkZSW5uLiNHjsTMzAxXV1epzXPmzCE8PJzo6Gj+97//oa+vj6WlJUuXLtW5tvLzfgMHDtTZpp2DKx/R5Fmxd+9epk+fTlBQEOvXrychIYEFCxYwbNgwmjVrVmH/8nOBMv+MP4tY+CKg0WgIDAzk4sWL1KxZk+Dg4Eqj9trY2JCTk0N6ejp5eXnEx8czcuRI4uLiaNKkCT/88ANKpZKvvvqKBQsWEBkZSVRUFAsWLKBGjRoEBwdTr149PvroIwoLC/H29mbatGmEhYVJ9UVGRjJmzBjOnz8vvfdGRkbP+xbJPENmzpzJ5cuX6dq1q1QWHBwsC25l/hHln59t27ZJ5Wq1ms6dO/P+++/z1Vdfoaenx5YtW7h9+zYJCQk4OjqiVCpp1KgR7du3p3379kDZuLxXr17o6+sTFhbGkSNH2L9/P8HBwfj4+PDJJ59UaMNnn33GoUOHyM7O5s6dO7z55puYmJhgYGCg4/eS+2AZGZkXBVmYIyPzHHiehkBaWhq9e/fm1q1bTJ06leTkZEJCQmjTpg3Vq1enevXqrFy5UsdQl5GRkXnVeFQKwxfJIdqqVStq1qwpDW6Li4uB59PGhyOuVcbDzujyfd2TCldlZGRkngeZmZkcPnxYEuZoIwSUR6PRPJFo8+Hj3d3dMTAwICgoCEdHR/T19Vm2bFmlZVC2YKBv375MnDgRR0fHf/9inxFGRkYsX76cnJwcfHx8aNKkibSt/H00MzPjyy+/xNjYGB8fHz7++GOuXr3Kb7/9JvU5S5Ys4ffffyctLY0pU6aQkpLCmDFjaNasGeHh4WzYsIETJ04wYsQIZsyYQUREBLt27SI+Pp7Lly8zZswYSktLCQoKYujQofj5+fHaa69x4sQJPDw8uHbtGt999x0ffPAB/v7+XLp0qUJ6LZkXn5o1a/Lxxx8DMGjQIKpVq0ZxcTGRkZEEBwfj7OxMcXGxFBnH3t6e+fPnA6BSqejXrx9xcXE6ToUxY8bw5ZdfUqNGDRo1asTgwYMxNTUFykQQU6dO1WmD1tZ5uFxG5lmgr6/P2rVrdcoeF5WhvG2u/dvT0xNXV9dKo501aNCArKwsatWqxcGDB6UFZocPHyYgIAAvLy9OnDghRTY7deoUo0ePZunSpXTt2hUrKys2bdqEWq3G1NQUW1tbvvrqKzIzMzl37pyUTutlIioqik2bNtG+fXvWr18PUKnTUIvsFPxvsWvXLho1asSaNWvQaDT06tWr0qi9/fr1o3v37oSHh1NSUkJAQID0rgYFBbF582bUajWZmZlAmU366aefcvToUWrUqIFGo6GwsBC1Wo2enh4qlYrx48cTGBgo1RcTE4OJiQkrVqxg3759rFy5Uu6rnhJPS+jypGORR+1fPm2WjMyzQF9fn4YNG2Jubs6BAwcwMDCguLhYZ07T2NiYCxcu0K5dOymN5cMR9R5OY+nu7i7tk5eXh1qt5tixY1hbW2Nvb8+gQYNYtmwZGo2GH374QapL7oNlZGReFJ7/cnAZmReQpKQkbG1tcXZ2ZtWqVbi4uODk5MQ777wjhevNzs6mT58+dOvWjYyMDKAsfO7gwYOxtrbmxIkTAHz00UcoFAocHR3JysoiOjpayoMZGxsLwP/93//RtWvXCpMoT4uYmBh69uypE3r4+vXreHp6Eh0dzezZs59JO2RkZGSeF9oUhiqVikGDBj3v5lSKkZERnp6eODk5oVKpWLBgAQAtWrTgnXfe4eeff34m7VCr1X/aP+Xn57N582Z27NgBlA14161bByCFsX3R0U4CyMjIvPrk5OSgUqlwcHBgzJgxhIWF8c033+Di4kJYWBixsbEolUpu3LiBpaUlQ4cO5bPPPmP9+vUolUq6dOnCwYMHAfj555+lCfjFixfrHN+hQwfJsaJdOa/RaMjLywNg/fr1qFQqiouLOXXqFACLFi0iKirqpRblAKxatQonJye8vLwYNWoUt27don///lJqIS2ffvop/v7+WFlZkZKSwr59+zAyMsLJyUkSSOzfv59Fixbh6upKUVERHTt2pE6dOjRs2JCEhASuXLnCxx9/zO3bt0lPT2fEiBF88cUX1KtXj//7v/9jw4YNHDt2jKVLl0oiV4VCQWJiIl9//TUjRowgKSlJ6uumT5/O2rVrOXLkCD/++KOUXkvmxaZVq1akpaUB6EzCl5+wnzt3rpSS5+FJf2NjY7Kysnjw4AFQ9q6amZkxefJk1Go1ycnJjBkz5hlekcx/ndTU1Gc2R6RlzJgxbNmyhWHDhkkRRbWUj3b28PsDf0Q2q1WrlhTZLCMjAwsLCwwMDKRIaFrOnTuHWq1GqVQyevRo7ty58zQv7bFoNBoCAgJQKBT06tWLuLg4unXrRufOnRk+fDhQ5myfOnUqXbt2xczMjISEBKKjo/H19dUROfn5+XHp0iV+//13+vfvj0KhYPjw4ZXOBco8H9RqNenp6UCZjbFnz56ncp4LFy5gZ2cHlDmotVF7VSoVubm50jtmbW39l+rVpkPVRhXU19cnIyMDDw8PFAoF586d4/r16zrHnDt3js2bN6NUKvn0008r2GMyLyZqtRpvb2969+7Nnj17cHJyws7Ojv379wPQrVs3AgMD6dKlC7t375aEj5MnT8be3p6CggK8vLxo1qwZY8eOBeDWrVuoVCo8PDxITU0lPDycSZMmsWbNGqAsio5ara7wXQQ4fvw4SqUSe3t7SYwoI/M49PX1mTBhAi4uLqhUKp3UagDz5s1j5MiRKJVKnWh5OTk5jBs3jnXr1tGnTx8sLCxo1KgR9+7d48CBA1y/fh1jY2Pc3NwkG+Ps2bPExsaSmZlJUVERr732Gv3790dPT4+wsDCpD9aOF2RkZGSeG0KIF+aftbW1kJF5EZg+fbqIj48XQgih0WjEvXv3pPKDBw+KjIwM0b59e1FcXCySk5PF+++/L4QQwsjISPz222/i6tWrwtPTUwghxO+//y6EECI2NlZMmzZNCCGEvb29dC6FQiFOnTolHjx4IBwdHZ/qdf3vf/8Tb7zxhvDy8hJNmjQRZmZmokWLFuLy5cvCzMxMGBkZCRMTE6Gvry+2bNkiBg0aJBwdHcWgQYNEcXGxiI+PF15eXqJnz55CpVKJvLy8p9peGRkZmf8q+/fvFyEhIc+7GUIIIeLj48XQoUN1vv+5ubnC2dlZODo6irfffltcunRJdOjQQTRq1EgoFAphamoq6tatKxQKhejUqZPU7128eFH06NFDODk5iblz5/7tNiUmJgobGxuhUqnE2rVrxfTp04UQQqxfv16sX79eZGRkCKVSKby9vYWtra1IT08XQgixevVq4eDgIBwcHERKSooQQggLCwvh4+Mj5s+f/w/vlIyMzMtCYWGhKC4uFkII4ePjI8LCwqTvSEZGhvDx8ZH2rV+/vrh7964Q4g+7Pj8/X/To0UMIIUTfvn3FuXPnhBBClJaWVjhe+/2zt7cXBQUFoqCgQHTv3l0I8WzHAS868+fPF7t37xZCCLFv3z4RHBwsVCqV+PXXX8WAAQNEcXGx6NWrl7C3txd169YV1tbWYtu2bWLWrFniwIEDQgghNm/eLJYuXapTr4ODg/T3wIEDxdWrV4Wvr6+4cOGCEKLsNygqKhJC/PFbWVpaCoVCIRQKhbC0tBTJyclP/fpfZq5du1apzaJQKJ5pOx48eCB69+4t3NzcxNtvvy1CQkKEj4+PKC0tFZ6enkKlUomPPvpI+Pr6CiEqjsmFEGLHjh2SfaFWq8W9e/eEj4+PcHZ2FiqVSn4WZF5aSktLn2g/7dxXdna2UCqVYtCgQdK28u9Mnz59RFZWlrhx44Zo166dEEIIT09PkZ2dLX7//XfRsGFDIYQQo0aNEsnJyaKkpESYm5uLjIwMsX79erF69WqRmpoqgoKCpDq13+LnwY4dO8TUqVOFEGX36s/67Hr16gkhhPD19RUXL14UQvxxf7RlX3zxhVi1apVUZ/l9ZHR50ufzr9SRkZEhDh06JISo2E/NmjVLxMbG/uNz/hk7d+6U7MvS0lLRs2dPyabUPu8KhUKySSMjI8XKlSuFEGVjcO2x2udGa2OWlpaKrl27ivv370t1BwUFSfPY9vb2IiMjQ6e+qKgosXDhQqltz/N9k3ly4uPjhbu7uygtLZWelcLCQuHs7CyEEKJ169bi8uXL4u7du8LOzk7Ex8cLExMTkZSUJOzt7cVnn30mvv76ayGEECNGjBDJyckiNDRUREZGCiGEcHNzE76+vuLjjz8Wq1evFkKUvR/x8fEVvova/QsKCoRGoxEuLi6isLDwWd+SV47y7/qjKD++fFw/snPnzlfGV1PZeN3d3V3aXpm/rfz3tKCgQAghxNSpU6VxttwHy8jIPE2Ak+IJtTByKisZmUoYM2YMISEhrF27lpEjR7Jy5Uqys7P59ddfeeONN3jjjTcwNzenSpUqWFlZcenSJQDatm1L7dq1qV27NgUFBcAfeS6Li4t58803Kz1fx44dMTQ0/EshKf8upaWlxMTEsGrVKqpVq0ZsbCyrVq0iOzsbjUbDgQMHGDJkCNOmTeO9995j06ZNhISEsH37dho3bsyDBw+IjY3l22+/JSws7LFhemVkZGRk/jrZ2dnMnTtXSmvypAgh8PLy4saNG8yaNQtPT89Ktx89epTNmzfrbP+ztFPfffcd+fn5WFhYIITAzs6Opk2b0rhxY8zMzJgxYwa5ubkYGBjQq1cv5s2bB8DSpUsZPXo0AJcuXcLBwYGWLVvi5eXFjz/+SFBQEKdPn6Zq1aps2LCB119//Ymude/evYSGhqJUKomPj5dWPJYnNzeX2NhYUlJSCA0NJSQkhOjoaI4ePcrt27fx9/cnKiqKq1evkpSUJK0AlpGRefXJy8tj9OjR5Ofnk5mZKa3sr4zyEQIOHDjA4sWLEUJIK5Fv3rxJ+/btAR5ry+vp6VG3bl0ADAwMpPJnOQ54kWndujUpKSl4enpy8uRJzMzMuHz5Mp9//jl9+/YlMTGRH374gdq1axMREUHfvn0pKSkhLS1NundmZmbExMQQFBQElPV7r732GpmZmTRr1oz09HQaNWoE6EZ7eDhFpDa9VtOmTSktLX2h0ly+iDRp0oTp06c/72ZQrVo1duzYQZUqVRg9ejTOzs5Su3bv3l1h//K2jjayVb9+/ejXr5/Ofto0Po/jww8/lCIe+Pn5/en+fn5+zJgxg0uXLlFaWlrBZpP56wQHBz+19CHPC20q2ZiYGCwtLTlz5gwRERFYWVlhaWlZoWzNmjVEREQAsHjxYjp37oylpSXm5uZ07NjxieZuVq1axY4dO7h79y5Tpkxh3bp19O/fn7CwMJ39AgMD6d27Nw4ODhgbGwNlkaB79+5N27ZtadGiBQAff/wxPj4+NGrUCCMjIyl9MIClpSVNmjRBqVSip6fH4MGDCQwMfGz7wsPDgSd7zzIzM5kxY8YTvcPlI5skJydz5swZ+vbty9ChQ6X5vpycHEaNGoVKpZKOu3HjBj4+PlSpUkWyCxISEhgyZAjZ2dns27cPeLx98G/yJOmHnxdqtZpFixZRUlJCYWEhCxcuZOLEiTRo0AAPDw86dOjAlClTKC4uJiAggOHDh+Pr60tmZib6+vocOnSI9PT0CqkmfX19qVOnDhcuXMDU1JQJEybw5ptvsmjRInJycigqKmL+/Pn8/vvvtGjRgkGDBhEeHs7OnTtxdXXF3NxcSvc0duxYUlNTqVu3Lhs2bJDGjPXr1ycjI4Ndu3bRvHnzJ75mb29vYmJicHJyonbt2lLUXo1GQ/369dm+fbvO/t26dcPPz4+zZ8/yzjvvPLJefX19pk6dikKhoFatWtLYPygoiLfeeouqVatWqG/JkiWMHTsWZ2dnAMaNG4e3t/ff+CVlniWpqamkp6fj4eFBUlIS5ubm5ObmUlJSwrp169BoNJiYmBAcHMzdu3el406fPk1aWhrp6eksW7YMBwcHhg4dyqRJk8jLy6N69eqcP3+ezp07c+3aNfT09IiMjKRbt24IIdi2bRv5+flSdGntN0wb9QnKxkA3btyQooLKVM6kSZPw9fUlJyeHKVOmcPr0aXx9fWndujWHDx/m+vXr2NvbA0hZDKytrfnpp5/+cjr4qKgoOnbsSP369Z/GpTxTKhuvd+7cWdr+OH9baWkpHh4epKWlUVJSIqevkpGReeGQhTkyMpVgZGTE8uXLycnJoU2bNkyZMoWNGzcyffp0KUzv2bNnKS0t5cyZM7Rp0wZACldbUFBA3bp1dcJmx8bGsmHDBqDi5O+znOxt0qQJAPv27eOnn37i999/x83NjUaNGkkTDYMGDeLrr7+WDJ4uXbqQkpJC48aN6dSpEwBWVlZy+F0ZGRmZp0CzZs3+8gAc4Nq1a9SpU0cKxf2wUKdTp07UqVMHS0tLHQeQNtVU+cHqw7mXc3NzGTNmDNbW1hw/fhxTU1OKiopISEjg+++/56OPPuL+/fvUrl2bKVOmEBMTA4C5ublUx/Tp06lfvz7Vq1dnyZIlNGzYkOrVq3Py5En09fWl/vVJKC+gDQgIkMqFEFKf+rCANj09nTNnzuhMpoOu011GRua/wcaNG+nbty9+fn6SQ02bvsbQ0FAn3Wt5Z9r8+fM5cuQIhYWF0gSqsbExFy5coF27dmg0mgrHa9FoNFKajvLbZdFHGf369WPo0KE4OTnRtGlTpkyZQt26dRkwYIDUv50+fZrAwECWLFnCV199xerVq3XqsLKywtTUFHt7e0mkMWfOHIYMGUJpaSkffPCBjlP4UWjTaxUWFmJoaMj27dupXbv207r0l5KkpCTGjx9PrVq1GDp0KIcPHyYyMpKwsDDWrVunI444fvx4BWfr08LT05O7d+/Stm1bunfv/tTO8zCLFy/m66+//svH9ezZ8ym0RuZVIzc3l+PHj5OSkiKJcB4ua968+b8iQB83bpxOmomBAwdKf5cfn3h4eODh4aFzrLW1NSkpKdIcE4CpqSnJycmUlpZib29P48aNdUQ106dPfyGEfWZmZv/P3pnH1Zj2f/xdnSRLSkKSiuyimCxp6ohSITx2JVEaY+zzGyZLGGGYx2CWNCgZOzGFVEqOFMZW9FgnyVLZUiRaT78/ep17zqnMmBn73O9/nM657tW9Xtfn+/lw8uRJ+vfvT2RkJCYmJoSHh5ORkUF5eTmlpaXcvXuXCxcucO7cOYKCgoCKQfMDBw5gaWmJnp4eRUVFFBQUEB0dzf79+zl16hQdO3ZELpejrq7+1u/5ivV4WygX+h06dIj79+8TFxeHhoYGffv2Zd++fdStWxdHR0fMzMwIDw+nS5cuuLu74+/vT1BQEK1btyYyMhIrKyvS0tKIjY3Fzc2N4cOHY2xszKRJk1iwYAF79uxBIpGQk5O+fuyQAAAgAElEQVTDpk2bmDNnDuvWrWPt2rU0bNiQnJwcHB0dSUpK4tSpU3Tq1ImcnBwaNGjAf/7zH4KCghgxYgS5ubnExcWxfft29uzZw7Rp0156e9XV1avE0R0+fFjlb4UwFKBFixYcO3ZM+FtxL1Wce6ampoLQrDohaXX3FOX5KcfEiLxfHDx4kFatWtGnTx++//57fHx8yMvLo6CggDt37lBSUqLyfuHr68u2bdtwc3MjPz8fgDNnzlC3bl2aNGnCwIED2bp1K0+fPsXU1JTatWtjbm7Ojh07uHTpErdv3+aLL74QrouKa4eVlRVhYWHUrl2bkpKSl3qu/rdjY2NDUlIS2dnZGBoakp+fz71791i7di0LFixg69atzJo1CxcXF44fP05ycjKenp6cPXuWIUOGsGvXrmrne/78eSZNmkRZWRmTJ0/Gzs6O6OhoLl++zNChQ6lVqxabN29GW1ublStXqoha3gcqv6/b29sTFxcH8MLxNgUpKSmYm5uTmJjI+vXryczMBMT3bhERkXcHUZgjIlINylVCQUFBrFmzhjNnzlCvXj2horZhw4YMGjSIBw8eCA8AxsbGjB8/nrS0NAIDA9HT06NOnTo4ODjQsWNHYf5du3Zl0KBBfP755290uywtLXn48CE5OTnk5eVx7do14QGmVq1aaGtrExERQWRkJGpqaipVq+bm5kDFg5/iX4UgSURE5M3ztjvVRN49Zs2axZEjR5BIJAQFBeHq6sqlS5do0aIFe/bswc/Pj3v37nH//n169OjBs2fPMDEx4dy5c5SWlmJqakpERAQXLlxg4sSJzJw5E5lMxv79+ykuLmbDhg3Y2toSEhKCiYkJ169fR1NTEzU1NQ4dOkSdOnW4f/8+nTt35vbt2zx//lxl/a5evcrDhw/R1dWlSZMmBAYGkpOTw9ixY9HX12fJkiUvPWigLKD19vYWnHZSU1OF+21lAa2ZmRnW1taEhYUBUFJSAry5ClYREZF3BwcHBzw9PQkPDwcqXGtWrlzJiBEj2LZtG48eParWIaB///7Y2dnRtWtXdHV1AVi6dCkTJkxATU2NwYMHM3ny5Gqn9/f3x8nJifLycr766qs3t7HvCZqamuzcuVPlO1dXV5XqXwMDA3755ReVNgsXLlT5e8mSJSp/W1lZcfz4cZXvFI4LoDogphj4Mjc3F1wORKpH2bnuxo0bxMfHU1paSnBwsDDIefLkSaDi2FcebHV3dxeq+V81MTExr2W+1SGTyfjvf//LmTNneP78Oa6uruTn5+Pv78+TJ09o37493333HYsWLeLChQsUFhbSrl079u7dK8wjNDSU0tJS+vTpU60rw1dffUV8fDzq6uqEhIRgamr6xrbv75KSksLZs2fx9vamvLycSZMmcfXqVbS1tRk5ciQXLlxg+fLluLq6sn79eoKDg8nIyODOnTs0a9aMkJAQUlJSmDZtGkVFRbi5uTFnzhxCQ0OJiYkRnIkjIyPJzc2lY8eOWFhYoKWl9UG55Shjbm5OzZo1MTIyIi8vr9rv3gUBelJSEv7+/sJ5AJCeno6Pjw8FBQV4e3sjkfz1buji4mKGDRtGeno6tWvXZuLEiVXODSMjI5ydnSkpKcHAwIAVK1bw+eefU6dOHSZNmsStW7coKCjAwMCg2kFOZWcTiUSCmZkZzZs3p1GjRlhYWPDw4UNq1qyJRCIR3LEAHj16xMSJE9HW1qakpISHDx9ibm7O559/TqtWrbh+/TqbN2+mRYsWhISEqPQFfvzxx3+67ZXPIR8fHzZt2kR5ebngJhASEkLNmjUFZ7Dz58/j4uJCUVERYWFhPHnyhHHjxgnONPfu3SM6OprCwkKCgoKwsrIiKSmJWbNmUaNGDSZOnMjw4cNVlrtlyxb09PT+8v9dZZQL/davX0+nTp0EF8HKThy//PILkyZN4vbt2xw/fpxnz57RtGlTJBIJAwcO5PHjx7Ro0QInJyfh2ti7d28mTpxIbm4urVu3pmfPnvTt2xd3d3fS0tIoLi7GwMCAgQMH0qVLF3766ScGDhzI7t27SUtLQy6XM3ToUDp37szRo0cBaNeuHerq6hgZGQnuSSIibxIDAwPU1dUZMGAABw8epFevXjx9+pSPP/6YOnXqsHDhQg4ePMhnn31WZVpfX19Gjx5NamoqnTp1wsDAAF9fX+bMmcPt27eFfhQrKysOHTpEREQEXbp0QV9fn6FDhxITEyM4Ph08ePBPXZ9EqtKzZ0+++OIL5HI57u7uRERE0KhRIzZv3szWrVt58uQJz58/JyoqirZt27Jz505iY2NxcHCgbdu2xMfHV+vuOn/+fLZu3YqRkRG2traMGDECZ2dn5s2bh7m5OU5OThw5cgRtbe2/VAT3rlD5fV2ZF423KWjdujVpaWk4OztjbGwsuDoZGxszZMgQlixZIjjeioiIiLwNRGGOiEg1VK4SGjt2bJU2yp24ChSiFWWqs81euXJltfOpbp6vgxc9wGhra7Nw4UIOHz5Mv379uHjxokrValJSEpqamjg7O1NYWCg+gIuIVCIrKwt3d3dKSkro2LEjw4cPV7FrVu4Y09HR4d69e2zfvh0zM7NqrceHDx/OvXv30NLSIiwsDB0dHRU78kaNGrFp0yaePn3K0qVLcXJywsvLi3r16nH27FkcHR1ZsGABV65cYeLEiUBFZdW0adPey45+kT9GYVnep08fwa717t273L59m4EDB+Lg4MD+/fvJyclBTU2NZs2aCZaw169f5/nz59y8eZPnz5+jra2NqakpK1euxNvbm3Xr1mFjY4O/vz+FhYX06tWLO3fuoKmpiZmZGVevXqVHjx4kJydjbW2NRCLh/PnzDBkyRJhf69atCQwMZPHixWhpabFw4UK2bt3KgAEDWLp0KQcOHFCpyv0jKtvsh4aG4urqir6+vtCmsoDWwMCAfv36YWdnh4aGBg4ODsyfP/+1/F+IiIi821hZWZGamqry3cCBA4XPyoP7yg4B/v7+wmCjgjZt2giDN380fd++fenbt69Ku7fxHiAi8ipQdq6bMmUKUDGQamJiUmXg+kOOPbhz5w5TpkwhKiqKunXrcvr0aZydnVm3bh2XLl1i5MiRzJw5kzp16mBsbMzAgQOpV69etfOq7Mrg4OBAZmYmMpmMy5cvs2zZMn766ac3vIV/HUtLSywtLYGKvpBmzZqxdu1aoqKiSElJ4d69e0IMkiLuqGXLloSGhvLpp59y8uRJLCwskMlkqKmp0atXL2bMmAFUPNtt376dCRMmcOHCBWJiYli+fDnu7u5Vrq8fEsoV3orBtcrfvQsCdHt7+yr3w1atWpGQkPCP5hseHk7Xrl0ZPHgwoaGh5OfnVzk3goKCOHDgANra2sybN09FkDlz5kwCAgI4cODACwcnlZ1NFO8uigIAfX19GjRogJmZGWpqaiQnJwvHuFQqVXGPUFdXJz4+Hk1NTXx9fZk9ezbdunUTlqPcF/gyVHcOlZeXExERwdKlSzl16hSHDx/G19eX5ORkgCrx8yNHjlRxpnn27Bl+fn6kpaUJbg1ffvklERERNGjQALlcXmW5QUFB+Pn5/aV1rw7lQr/evXtz8eJF4bfKThx3795lyZIlqKmpkZqaip2dHXK5XIiaHDt2LMOGDePrr78WjnOJRIKuri47duzA1taW8vJyVqxYwfLlywkMDOT48eMYGBigq6uLnp6eIHRr2bIl+fn5JCYmsmHDBn755RehELG6809E5E2hKLCFivi/9u3b4+Pjw8KFC6lduzZlZWVs2LCB//znP4Kb55gxY5BIJKipqaGrq8vBgwextbXlxx9/xMvLi5s3byKTyRgwYABr165lw4YN1KpVi6SkJObMmcNvv/2Gt7d3tY5PXbt2reL6JPLHNGzYkOzsbJo2bUrPnj0ZNGgQn376KYGBgSQnJ7Nt2zbmzJkDQK1atbh69SqjRo0iJSWF3NxcWrZsWa0wJzc3V+jHNTMzE+IUFSxatIhPP/2UGjVqsHjxYho1avTat/VVUt37ukKAra6uXu14m+J9uk6dOtW6kG/btu2Vr6eIiIjI30EU5oiI/ItQzlyv7gHG1taWDRs2/OE8LC0t38m8ahGRd4EGDRoQGxuLRCLBw8OD3377rdqOsbt37xIbG8vZs2dZvnw5AQEB1VqPh4aGUqtWLTZs2MDOnTuZMGGCih35s2fPGDduHI8fP2bYsGGCZbhUKmXNmjV069aNBQsW4OfnR1BQEG3atEEul5OamvpedvSL/DX69evHo0ePmDRpEikpKWRnZ6Ouro6ZmRmGhoY8e/aM2rVrk56eTrNmzejevTtHjhzByMiIgoIC+vfvL1i+ampqUlpaiq6uLhYWFiQkJFCrVi0sLS0ZMmQIGzduJDc3F4AtW7YwefJkrl+/zpIlS/Dx8SExMZG0tDSmTJlCUVERNWrUYM+ePQwZMoRnz54BsHv37pfetj+y2QfIyMigadOmgtW3gnHjxlWJ0Pg7sWEiIiIiIiL/Zio71ykGrm/evElZWZkwQAxVB1s/pNgDPT09rKysiIqKokuXLpSUlLBjxw4OHjyImZkZDx8+ZMWKFZSUlHDt2jW6du36Qhv9yq4Mly9fRiaTCe/vhoaGb3DL/j4ymYy4uDgOHDiARCLh4sWLbN26laysLGrUqMHatWsZO3Ysp06dIjExkaNHjzJr1iygQtR47do1mjZtys2bN0lJSeHZs2csWrSINm3aEBUVxapVqzAyMmLatGk0a9aMsLAwRowYQUFBAd988w0BAQGYmpqyYcMGrl+/zujRo2ncuDFPnz4lODj4gy1G+FAF6MXFxSxcuBBtbW1atWqFiYkJ+/fvJzExkV27dtG6dWtMTEyQSqVcvnyZ8vJy9PX1mTBhgjAPLy8vBg8eTPPmzTEyMqK8vFwoYPn111/59NNPad26NVevXuXcuXMqBQAjRowgNTUViUTCuHHjsLGxwd7eXph3ZfeI4OBg3NzcKCsrQ0dHRyXW9+9w+fJlduzYQUxMjFDso3jnb9KkCQYGBsLn3NxcNDQ0qo2fV3amUbg0VI7WatCgAVKplLi4uCrL/SfRgAsXLsTW1haJRKJS6Ldy5UoVYY61tTXW1tY0atSI+vXr88MPP3Dp0iWeP39ORkYGzZs3F6ImCwsLuXbtGjNnzgSgbt26ZGdnAxUFh/v27WPfvn3Ex8czePBgJkyYQFFREXp6eqipqSGVSpkzZw63bt0CoFu3bsTExKCtrY2zszN169Zl27ZtgnBH5I+pTjAo8vrR0tIiNzcXNze3at3IlN1BlDl69CiBgYHY29vTtGlTld/c3d2RSqVs3779ta77vw1DQ0MsLCwwNTXlwYMH2NjYcObMGezs7DAxMREcQnv37s3WrVtp1KgRXbp0wd7e/oWCQF1dXTIyMjAyMiI9PZ2GDRuqRCpbWloSGhrKtm3bCA0NZfbs2W9se0VERERE/hhRmCMiIiIiIvKKUNhJ5+XlCU4k1XWMWVhYIJFIsLS0JC0trVrr8bKyMr744gtSU1N58uSJkB+ubEceExPDmjVrKC8vV6mO6NChA1DRKQUV1ckKm051dfX3tqNf5K/RtGlToTMxMzOTp0+fCpWBxsbGZGdnk56ejrm5OVlZWejo6JCTk4ORkRFqamocPXqUJk2aIJVKad++PdHR0UCFiDMxMREvLy/BJlcRL9C/f38KCwvZsGEDJiYmtGnT5g+jQd5k5MS/EcXgmEJQGxoaioWFhYqTgYiIiIiIyF/lnwxcf0iuq3p6eoIDRHJyMu3ataNOnToYGhrSokULjh8/Trdu3Th48CBbtmyhtLT0hQMslV0ZWrdujZOTE99//z3wuwPK+0J2djY//PADCQkJJCUl8fDhQzZv3oyfnx8LFiwQXE38/f0JCgpi+vTp5OTksGrVKuLi4tDV1WX//v34+flx/PhxGjVqhLm5OUlJSZSUlFBYWEj79u05c+YMAHfv3qVTp078+OOPODk5kZeXx3//+1/WrFmDtbW14HDyPqFcWAVgamoqRPEpnq+Vv/sQBejh4eF07NiRTp06cePGDS5duoRcLsfb25tJkyaxevVqvv/+e/bs2cPVq1cpLS0lPT1d5TyTy+XMmDGD1NRUUlJSiImJwc3NjQULFrB48WL27duHnp4eJiYmQNUCAAUTJ04UXGgVVOce8U8dgpRp3bo1np6efP755wDExsaquBJV5+ZSXfy8snOSwqXh+vXrgoBJTU2NnJwcoGJ/VV7uq7r+VC70Uy6iaN68ObNmzcLLywuA1atXAxX9Ij/88AMXLlxg7NixaGlp8csvvzB9+nRq164tuCg5Oztz+vRpGjduTFRUFFZWVixevJj09HSioqKYN28eW7ZswdbWlp49e3L06FGkUqmwPGtra7755hsVB0VdXV1hHSufjx86EyZMYObMmbRt25bvvvsOPT09NmzYQEFBAVOnTsXT05OFCxdy8+ZNMjMz6d27Nx06dKBfv36Eh4dz/fp14fgR+fsoH3eKYxV+j3J98uRJtdOAqjuI8r3g//7v/zA3N1eZl2I5ampqjBgx4k9jBxV9QtURGhqKp6enGBmuhMIdHRCK39avXw9U9Nk8fvwYZ2dnnj9/zvHjx+nXrx937tzBxMSkWrccgK+++orRo0dTVlbGZ599hqamJn379mXSpEkMGzaMEydOcOPGDYqKiti4cePr30gRERERkZdGFOaIiIgI/Fmnzb/tRVRE5K+ybds2Bg0ahJeXF+7u7tjb27Ns2TJAtWPsf//7H2VlZcJ31VmPp6SkUFBQQEJCAuvXrxde3pRfbpctW8bRo0cpKioSbGuhaqWSgYEB165do1WrVkJH2/vc0S/yclhZWVFWVsaKFSuoV68ezZs35/r160BF9ELTpk05e/YsFy9eRE9Pj4MHD9KmTRv+97//UV5ejoODAzVr1gReXG1Vmfnz5zNgwADMzc2FeIK3gampaRW3HBHVzjwREREREZG/yz8duP5QaNWqFcePH+fixYs0bdpUiJjNzc2lffv2DBkyhN27d5OcnIyuri5t27atIlJ+EZ06daJx48bCQNmoUaPw9fV9zVv06jA3N2fo0KEcOHCArKws+vTpg4mJCS1atODzzz9nyZIl3Lx5Ex0dHXJzc+nduzdaWloMHDgQLS0thg0bhrq6OjVq1KB169Y8fPiQLl26EBYWRnZ2Nl27dsXHx4dly5bRr18/NDQ0MDMzAyrcQx4/fsyNGzfo2LEjGhoaQuGCyPtFeno6o0aNYsOGDaSnpyORSLh37x7Z2dls3rwZLS0t2rdvT3x8PIcPH6a8vBwLCws6d+4szKOoqAh7e3uuXr1K9+7dadiwoVDA8uTJE8Ex4kWDn28TNzc3pk6dioODA0C1193KVI6fz8/PB36P3b537x5GRkZ4eXlx9epV7O3tKS4uZsCAAVy6dImwsDDKy8v5+eefiYyM5NSpU1hbW/Po0SM2bdqEpaUly5cvZ9++fWhpaREaGkpqaio3btxg/Pjx6OnpkZ2dTXh4OHXq1BHWq7y8nKioKI4fP462tjZbtmyhdu3aDBs2THCzUUTSjRs3jtu3b2Nubk6zZs0YMWIE+fn5JCQkUFJSQnp6uiBIgwrHnKSkpCr7QlkkpXg3VO73VI4R1dfXx8XF5SX+V14exTq+a+9g4eHh2NnZUb9+/Re2GTp0KGFhYcyfP5/o6Gh2797NmDFjKC0tRSqV4unpCVTcBzdu3Mjt27eZO3cu/fr1Y/fu3SxfvvxNbY7IKyIxMRE/Pz8VEcnfITQ0FA8PD1GY85Ioj7Xs2LEDT09PatasSXh4ODY2NkK7ytcwKysrldhGqDhvhw4dClDleVxERERE5N1BFOaIiIiIiIi8IhwcHPD09CQ8PFz4rrqOsYYNGzJo0CAePHjA1q1bq7UenzFjBmlpaTg7O2NsbIyRkVGV5fXv3x87Ozu6du2Krq7uC9dr6dKlTJgwATU1NQYPHsy0adPe645+keqpLEbJyMigW7duODk5sX//fvr370+NGjW4desW2traGBgYcOXKFaRSKQMGDEBbW5tz587x+PFjRo8eTVFREX5+fkD11VbKnaGKTs0uXbpw9uxZCgoKBJt1kbfPkydP8PDwoGbNmvj6+lKrVi1mzJhB7dq18fDwwM7ODk9PT7S0tHB0dBQyzkVEREREKsjIyBCq7UVE4OWLVqpzDFA8QylXrFfnyjB37lzmzp37j9f1baCmpoaamhqLFi2irKyMLVu2CE5+CkxNTcnPz8fU1JTDhw9ja2sLgLOzM2PGjGHkyJHY2dnRt29f5s2bh5GREfb29hgZGTF79mz09fWxtLQkMjKSgIAAFVec8vJyzMzMSE1N5aOPPlKJzBF5fzAzM+PSpUvs37+fiRMn0rZtW9LS0lQKTPbt24elpSXh4eHMnTuXli1bIpVKSUlJERxSjh07Jrh9Khex6OjokJWVha6uLmlpaW9rM1+ImpqasK0K3NzcgOrdM4Aq1yV9fX22bNlCcXGxSux2/fr1GTduHEuXLkUul6Ouro5UKkUul3Pq1CnBeadRo0ZERUVx9uxZNm3aROPGjYmPjycpKYnExESWLVvG0qVL2bZtGx06dEAqlXLixAlOnDjBggULuHTpEgBPnz5l6NCh+Pn5ERUVRVBQEC1atKBr167MnTtX6I/49ddf0dLSIi4ujuXLl/P8+XMePnxYbfT3q6Jfv3707t2bGjVqvLJ5/hUU+/9NER4eTocOHf5QmNO7d2+WL1/OJ598Qt26dTl37hyLFi2ipKRE5XqqcGI1Njbm0aNH5OTkkJeXVyUiSeTtIZfL8fX15bfffqNWrVrs3r2b6OhoCgsLCQoKEly+bW1t+eWXXxg3bhzPnz+nR48efPLJJ8Lzr0wmQyaTqVxvli1bpjIvRZFh79698fHxoUePHkyaNImioiIcHR2ZN2/eW9oL7wcjR45k5MiRb3s1REREREReM6IwR0RERERE5BVhZWVFamqq8LdMJqti15yfn0/Tpk2rDOy8rPW48nf+/v74+/ur/F6dWKJNmzYqltfwfnf0i7wcpqamaGpqEhISgo6ODoMHD2bYsGFIJBKWL19Os2bN8Pb2Rl1dnWPHjhEWFiY45CgLcf4KSUlJ+Pv7k5+fX+XYFHk75OfnM2bMGJYtW8bu3bsBOHjwIMuXL0cqlVJeXk5wcDC+vr54eXm9MGJDRERERERERORVYWxszPjx4zl27JggBFdm9uzZjB07VnDyUBQpdOvWjZMnT1ZbtFCZ//u//8Pd3Z2GDRuip6eHpqbmK98OkdfLoEGDGDp0KH379kVPT4969epVKTBxdXVlyZIlnDlzhnr16v0l55u36faZkZFBenq64IbzZ0ilUuLi4v40YuZFVBe7rXBjqOzKq9znYG5uTs2aNTEyMhKm7dixIwAfffQRixYtQk9Pj5ycHI4fP86sWbOIj4/n9u3bKuKMy5cvs2PHDmJiYigtLaVHjx6oqakJogCFwEPhdAUV0VcnTpyoNvr7VRIZGflS7crLy5k0aRJXr15FW1sbHx8fQkNDkcvlPHr0iJiYGGrUqFGtC9DUqVNJSUlBR0eHrVu3kpuby7hx49DX18fV1ZWjR4+SkZGBuro6hw8fJj09vYqgwcvLC11dXU6fPo2rqyvZ2dmcOHGCzz77jPHjx5OWllbtNPXq1ePs2bM4Ojoybtw4oqOjuXz5MkOHDuWLL76odlslEgmmpqZ88803DBo0iBUrVrBhwwaMjIxUzjHlY8fNzY2JEycyYMCAf/C/IfKqiYiIoGHDhmzYsAG5XE5hYSF+fn6kpaWxYMECtm7dKrRdtmwZM2bMwMnJCblczq1bt/5w3tOmTasyL0tLS+FaNWLECIKDgzE2NmbUqFGCc7OIiIiIiMi/GVGYIyIiIiBWgoqIiIh8WFS2IR47diw3btxAR0eHsLAwRo0a9UqXZ29vX0UEJvJ22b17NxMmTKB9+/aCMGfSpEkEBAQQHBzMlClTGD58OAsXLsTd3R0PD49XbuMuIiIi8i5x/PhxFdewlJQUlcGy5ORk4uLiCAgIEATPYpyviMjLUdlJSNnRUfm3unXrsnPnTpVplcUAJiYmKjEzClasWKHyt6KNcgW/4rwtLS3l5MmTlJWV0bNnTxo1avT3NkrkraGlpcX+/furfF+5wOTcuXNV2lSO/XjX3D4zMjKIj4+vIsx5Xe4plWO3O3XqxMmTJ+nfv7/KMjdt2oSHhwdhYWFoa2urOAyVl5djamoquOmcOXNGiOs2NjYmPj4ePz8/vvvuO/T19VWW37p1azw9PQUXsZKSEvbu3cv58+dxdXUlOTmZ7t27Y2ZmJrxPXrhwAaDa6O83SWhoKHfv3uXixYu0a9eOtWvXEhUVRUpKCgD79+9nyZIlHD58mKKioiouQKdPnxZiyrds2UJQUBAjRozg/v37xMXFIZfL2bp1K0ePHqW8vBw1NTXmzp1bRdAAFe/bq1evpnXr1uzYsYOVK1fi4ODA+PHjXziNVCplzZo1dOvWjQULFuDs7My8efNUXNuqY+jQoQwfPpzs7GyeP3/OwIEDsbS0RE9Pr9r2w4YNY+bMmaxdu/ZV7foqKJyv/mzdX7bdv4Fr166piPA2b97M1q1bUVdXVzm/FW0V8eWVf6+ugOeP5gVw9epVxowZA0BeXh6ZmZmiMEdERERE5F+PKMwRERERERF5TVRncV85bkhE5E3yT/PCRd4/xo0bx507d1Ts3vX09AgMDCQrKwtvb2/27t3Lt99+S3FxMT179hSFOSIiIh80yq5hp0+fJikpSRgsc3FxYenSpSrtU1NTkcvlFBcXs3fvXv7zn/+8pTUXERH5K6Snp+Pj40NBQQHe3t5/22lE5MPlVbh9ymQyVq1aJbimREdHM2vWLMFVZcuWLURERFBaWoqPjw8LFy5EKpWybt06kpKSOHHiBMHBwcb4sPYAACAASURBVCruKffu3as2auafUDl2W0dHh+zsbOzs7KhTpw4HDx4EKlxqvvjiCzw9Pdm+fXuV+TRu3JhevXphY2NDjRo1hPdLGxsb7t+/j5qaGnXq1KF79+4q07m5uTF16lRBiDR9+vQqjkhQ4YoVFBRE7969adKkCW3atKk2+nv+/Pn/eJ/8FRo3boy6ujpbt24VXH+KiooEQZfCUSg7O7uKC9D169fp3LkzUOEypBAederUCQ0NDTQ0NBgzZgweHh6YmJiwePHiagUNAB06dADA0NCQDh06oKmpKQgi/mwabW3tv7TNrq6uPH36FIDx48czfvx4ld+VBZEK+vbtS4MGDf7ScpRRiD+qE3mI/D1at26tIsILDAwkOTmZ69evM2HChGrb9unTB7lcTr169bh79y6Aiju4gurmpampSVlZGRKJhNatW7N69WoMDQ0pKysT/19FgArh9JgxY8jMzMTIyAhvb2/WrFkjXFfDwsKoX78+X331FfHx8airqxMSEoKpqSnz5s3jyJEjaGlpsXfvXnR1dd/25oiIiIj8ZcS3UhGRDxCZTMbKlSuFB5rJkydz7ty5KlWf48ePp379+ty4cYOIiAhh+pKSEsaOHcsnn3yCvb39W9oKERERERERkX+KmpoaP/30EyNHjiQnJwdbW1t++ukn9u7dy9OnT5k9ezb79u3jhx9+4NmzZ3h4eLztVRYRERF5rSi7hrVs2VJlsKx9+/YqgwZlZWVYWFgglUrZt2/fByHMCQ0NxdPT87U4MoSGhmJhYSEMRirIy8sjPj7+vd93Iq+O6iJ7XzWtWrUiISHhb09/8OBB5s6dy+TJk/H29v7T9tOnT2flypVoaGj87WWKvFlepdunwjUlPj6eZs2aCa4qQUFBGBoaVmnv6+tL8+bNCQgIICMjQ3BP0dDQ4NmzZy+Mmvm7VI7dBqq49SichJQLjBTnqqmpqdCf6OfnVyWCTjmaW3l9lcUb33//fZX1qs4Raf369Srxy5Xn/yYoLi6uEkkVGRnJ6NGjOXbsGAUFBWhoaKCmpkZSUhJLlixBQ0ODvn37UlZWxubNm5HJZDRr1oxVq1bx448/oqWlRc2aNblx4wYnT57kwYMHuLm5IZfL+eSTT9DX1yckJITIyEiMjY1Zt24dERERbNy4kT179hAdHc28efP49ddfSUlJwd7eXkVYUZ0IYu3atVXEEArhxKvkypUr+Pj4sHjxYkaNGiUMuNesWZNZs2bRtm1bvvvuOwwNDZFKpXh7e5Ofn0/btm0JDAxk4cKF3Lx5k8zMTHr27EmXLl1o1aoV3bt3JycnhwULFtC/f3+g4jhSRHMtWLCg2ggvBaGhoRw6dIjHjx+joaGBi4sL27dvp1WrVmzYsOGV7oN3FTc3N/bv3y+I8Lp27YqdnR12dnZV2n755ZeMHTuWgIAAbGxsWLp0Kc2aNaNPnz6Ym5vTuHFjlfbVzatfv34MGjQIHx8flixZwvjx4ykqKkJTU5M9e/ZQp06d177NIu82v/zyC+3atWP79u0EBASQk5NDYWEhsbGx7Ny5k3Xr1tGvXz8yMzORyWRcvnyZZcuWMXHiRNLT00lKShIj2EVERN5rRGGOiMgHivIDzbVr16ptk5ubS1xcHNu3b2fPnj0MHDiQkpISvLy88PX1FUU5IiIiIiIi7zHKneoK63eAPn36MH36dJW2I0aMeJOrJiIiIvLGUURYaWtr4+npyYYNGzh06BDl5eW4urpy5swZYmNj+eyzzwgODqa4uJj9+/fTs2dP7t69S1paGg8ePEAqlbJ7924MDAze9ib9ISEhIairq+Pl5SV8N336dJKTk/Hw8HgtwhzlZSmTl5f3QYiaRP5dhIeHs337dtq0afNS7VevXv2a10jkXUXhSGJkZERKSgp79+4VXFV69OhBkyZNhLYvGkxUuKfAn8fDfOh4e3urxC+/TsrLy+nfvz/5+fkcOXJE+D8IDw+vEkl1+fJlTExMOHv2LG3btmXmzJkEBARw9OhRpk6dSt26dRkxYgQNGzakUaNG2NvbU1xczO3bt6lRowbLly+nZcuWfPTRR8Lyi4uL2bFjB25ubpSUlGBpaclnn31GZGQk48aN48SJE3Tr1g0XFxd+/vlnAPz9/bGwsCA+Ph4XFxfhmKpOBFEdffv2ZdKkSQwbNoyJEye+kv3Ypk0bEhMT2b17t8qAe8uWLQkLC2P+/PlER0eze/du/P398fPzo0ePHsyePZsTJ04AFWLKjRs3kpyczK5du3j48CHW1tZcunSJlJQUwSWpcjTXiyK8FBgYGLBt2zZ8fX0pLCwkISEBJycnHj16RP369V/J9r/LqKurExwc/IdtFKK8xo0bExMTo/JbSEhIlfYKwd769eur/DZ9+nSVvoaoqKi/usoiHziVXcTOnj0rOI1ZWloSGxvL5cuXkclkQn+WoaGhSizbv/HeKCIi8uHw6ntiRERE3gmUH2iUH6qVOwHatWuHurq6YLkKkJCQgKamZpX4HRERERERERERERERkfcVRYTVoEGDCAoK4ty5c6xatQo7OztsbGzYtm0bjRs3pmPHjhQVFXHs2DGVwTNzc3McHR2RyWTvjChHJpMxYMAAXFxccHBw4Ny5c/Tq1YuhQ4eSmJjIxYsX6d69O927d+fQoUOMHj2a8+fP07t3bzZv3szGjRuRSqV89NFHHDp0CIBff/2Vzp07M2rUKKHT/NatWzg4ONCzZ0+WL18OVLgg+Pj40KdPH3x8fITv4uLiOH78ON26dcPBwYGQkBDWrVtHbGwsUqmUBw8evJ2dJfK3kMlkKu4D/4TqBvfeBHK5HB8fH+zt7XFxcSEuLk44L+Li4oCKgV4/Pz+sra0JDg4mMTGRffv2MXbsWBITE7G1tQUgIyMDLy8viouL6d+/P7169WL48OHCPEpLS1/6fBH5cFAeINTV1cXT0xOZTEZiYiJLly6lXr16ZGdnA7/HwVR2LVEWSwYGBiKTyVi/fv2/0hVg06ZNJCQkcODAAWrWrPlal5WdnU3dunVJSEhQcbtKT09XiaSSy+UA/Pzzz/zf//0fhoaGXL9+ndOnTwMwZcoUvLy80NbWxsDAgDVr1rBjxw58fX1JS0vD09OT2bNnc/DgQbS0tGjcuDFz586lc+fO6OrqkpCQQN++fXn69CkBAQEUFhYSGhpK3759OXToEDY2NrRp0wZzc3POnz+PhoYGjo6O3L17l127dgEVzylRUVHEx8cTExNDnTp1CA0NxdzcHPhdfDF06FAOHz78ykQ5ylQecL9y5QpHjhzh/v371K1bl9q1a3P58mW+/PJLpFIphw8fJisrS9jPAB07diQ1NZVTp04xc+ZMjh07hlwuR1NTE6gazaWI8JJKpVy+fFmI8FKgaN+kSROVz7m5ua98+0VERP6c5s2bc/bsWQDOnDlDixYtOH/+PADnz5+nRYsWtG7dGicnJ2QyGTKZjJ9//lmIWlPwb7w/ioiIfBiIwhwRkQ8U5QcaJyenKp0AoNp5oHiY6d27N82aNavWYlZEREREREREROTdICMjg/j4+Le9GiIiLyQ0NFSIvVBG4Z7yT5g+fbowoPn1119XGYSBioFwxSAUVERY7dq1i7i4OCZPnoybmxvt2rWjT58+tG/fnoMHDyKRSFBXV6djx44cPXqUzZs3Y2trS4MGDd5ZN4zCwkKioqL45JNPiIqK4uzZs+Tn5/P8+XMiIiLQ1NSkUaNGTJo0iVmzZtGpUyfKy8txd3dnxIgRQiX5/PnzkUqluLi44O7uzoYNG0hNTcXPz4+PPvoIa2trkpKSiI+PFwbR2rdvT1xcHLdu3RIKPeB3EVR8fDzjxo3D1dUVCwuL1ypqetHxJvLu8LaEORERETRs2JCjR48SGRnJwoULOXToEIcOHcLf319oN3z4cBITE9m0aRO2trY4OzuzdetWQZSjzK1bt2jQoAFHjhxh586dKr8tX76cRYsWvfT58m/gZQReGRkZfztSNTo6msjIyL817atGR0eHjIwMHBwccHBwICoqit69exMdHY2bm5vQrkOHDiQlJVXrWqmIh9m4ceObXPV/JbNmzeLIkSOMGzeO/v37Y2dnx9SpUzEzMyMkJIQRI0awdOlS7ty5Q0lJCcOHD2fbtm1Mnz6d6OhounXrhpqaGrGxsYKotby8vMqgc3XiLPhdkJWTk4NMJuPYsWMsXryY8vJyGjRowO3bt5HL5Vy4cEGYxsrKisjISGQyGcnJyRgZGb2RfaX87vGiZ7nmzZuzevVqMjMzWbduHZmZmZiamvLNN98waNAgoCJy69tvv0Umk3HmzBk6derEjRs3hH2hoaGBuro6eXl5SKVSNm7ciIWFhbCMyk4ZrVu3Zvv27chkMs6ePYu1tbXK78rtq+sHFxERebMMHjyYixcvYmdnR2pqKvr6+mhqauLs7ExgYCC+vr506tSJxo0bI5VK6dWrFxs3bsTS0hITExN69uyJg4MDjx8/ftubIiIiIvK3EKOsREQ+UBQPNIWFhezZswcPDw9cXV3R19cHKiIt0tLSqp32q6++YtKkSezYsYORI0e+ydUWEREREREReUNIpVLi4uKQSH5/JZg+fTorV65UqRhVYGtrK9hWi7x9FJ3jDg4Of9pWLpe/ltgaEZG/w1+JNXrRsasskvnyyy9farl6enoEBgayatUqvvnmG8rKyrCwsKC4uJjk5OQq7Ssvt7K7wbuCslNqQEAAZmZmxMTECNEbjx49UrGCB+jRowdJSUlkZmYSHx/PhAkTuHjxIllZWfTv35+oqCimTJmCtrY2w4cP5+zZs8L138rKihs3bgCqVejKneOTJk0iICCA4OBgpkyZQnJyMtevX3+l21352FCs34vitEReTEZGBunp6Tg4OJCXl0d8fLzK+Xn+/HlcXFwoKioiLCyMhQsXkpKSgo6ODlu3bqVevXpMnTqVlJQUtLW18fDwoEePHnh6eqKlpYWjoyMNGjQgNTUVqVTK999/rzLI+rpRjj5QRAPp6OgAqDzvdOjQAU1NzT+8XyoGcs3NzbGwsMDd3Z0uXbowc+ZMoY2yY8QfnS+6urqvcCv/3Tg7O79Uu9fxPKQcHau4/owbN65Ku6SkpCrfJSQkCJ+3bNkifK4uHkZZaCry6ggICAAqHMUbN27MmDFj8PHxoUmTJqSlpZGTk0PPnj1p1qwZz549w8/Pj08++QQnJydcXV159uwZy5YtY8CAAbRu3RpnZ2cOHTokDDobGhoye/ZsCgsL+eabbzh9+rTKu5cCPT096tSpg4ODAx07dgRAIpEwduxYbGxs6NGjh+AYs2jRItzc3JDL5dSvX/+FkVWvGuV3jxc9yw0cOJA9e/YwatQoCgsLcXJyolmzZgwfPlwQJs2ZMwdfX18eP36Murq6EF2mjJWVFXl5eWhpaSGRSIRreHW8bISXiIjIu4GmpqaKqFkmkwnvMcrMnTuXuXPnqny3ZMmSN7KOIiIiIq8TUZgjIvIBIpfLqzzQVM50DQ0NFSyUlTsSFJ0BgYGBVeYpDuiIiIiIiIh82LyrjhD/BmQyGatXr6a8vJycnBw+/fRTQkJCqFmzJuvWrcPDw4OSkhI6duxIYGAg69atIykpiRMnTjB//nzi4uIICAgQHCOkUinjxo1DX18fV1dX2rdvz+zZsykpKcHHx6faQSMRkX9KcXExw4YNo6ioiNzcXJo1a8bmzZspKytDXV29SqzR7t27iYiIYNOmTQCsWbOGn3/+mfj4eBo1asTjx48xNDREXV2d2NhY/Pz82Lx5Mzdv3uS7776juLiYhQsX0qJFC5ydnblw4QJHjx5FQ0MDGxsbmjZtir+/P5cuXUIulyORSCgoKEAikVBYWIiBgQEFBQUsW7YMc3NzMjIy6NWrF0VFRQB06tSJOnXqcPPmTaysrHj06BFDhw5l3bp11K9fv8r2y2Qy4VwEuHv3LsHBwcydO5eQkBDGjx8PVLyLeXp6vpL3K2WnVCMjI2Hdu3TpwpEjR2jXrh0FBQWUlZWhoaGBpqYmgwYNYseOHRw8eJA5c+bg7e1NgwYNcHNz4+LFizRo0IBbt25RWFhIhw4dMDc35/jx4wAkJyczZcoU4MWV5woRVFZWFt7e3uTn55OZmUnv3r1p3769iqhjy5YtmJiY0KpVK7p3705OTg4LFiygf//+XLx4kU2bNvH06VOWLl2Kk5MTXl5e1KlTh6tXrxIZGSkcb3l5eXTo0EGIDFEIQubMmfOP9/G7gLJ45lURHh6OnZ3dnw62FhYWEhMTw+7du/nxxx8pKCggISGBLVu2EBQUhIODg/DdqlWr+Pbbb/nss8/w9fXFy8uL8vJy1NTU+Pnnn9+KuEARfdC/f3/kcjlyuZwnT54AqIjtKrswKFNYWAj87nRRVFTEjBkzUFdXx8nJCXd3d6GtIqLBzs7upc6XfwuVBV4//PAD8fHxwr0BICsri6FDh3Ljxg0iIiJo1KgRzs7OlJSUYGBgwK5du/j666/p3LkzLi4u7Nu3j6tXr2JgYEBpaSk+Pj6CSExxjcnNzVV5HlJch0VElLl+/Tqurq5ARQTTrVu3mD59OsXFxYLQNTAwECsrK06dOsXHH38sOGr17NmT9u3bc+zYMQCCgoKqOGlpampWK85S9MWqq6tz4MCBKr/7+PgwceJEfv31V+E86dq1K4cPH35l2/4isrKycHd3F94/zp07x5UrV9i+fTsjRoxQeZbr06cPFhYWdOjQAW1tbUJCQpg4cSLx8fE8fvyY3r17o6WlRWhoKKWlpXTr1o379+/j5ubGunXruHnzJsuWLUMikbBgwQLU1NRQV1cnIyNDZb8pO+Mp7ieKCC9lFO0UMV5Q4aRY3XxERERERERERN4k4ii7iMgHgkwmw83NjQEDBhAXF8fGjRvp2bOn0FEbHh5O9+7d6dWrF0ePHhWmy8zMxNXVlaysLNLS0nBycsLe3l7oTPby8mLy5MkvXYEkIiIiIiIi8m4il8vx8fHB3t4eFxcXAObPn4+1tTXBwcFARedwaWkpd+/excXFBalUip+fn8p8pk6dyo4dO974+v8bKC8vJyIiAldXV06dOsXhw4cxMjIiMzOT2NhYEhMTefLkCb/99hu+vr6MGTPmDzvm79+/z86dOxk/fjz+/v7s27ePxMREtm7dSnFx8RvcMpF/C+Hh4XTt2pXo6Gi0tbXR0tLC3NwcmUzGjz/+yLJly/D19cXR0RGZTIaamhr79u0jISGBiIgIvvrqKyECwdraGldXV+7fv0+NGjWws7MjNDSU+vXrY21tzcaNG4mIiKBv376CuOP+/ft89913DBw4kPv372NsbMzkyZOZNm0anTp14tNPP8XT05MRI0bQsGFD9u7di42NDZcuXaJFixaMHz8eDw8PLC0tkUgk3L17l8OHD7Nz5062bNlCTEwMYWFh1YpyqqNx48ZCpadyjE9oaChyufxPp3+ZNsrW7/b29kJETnJyMm5ubhw5cgRHR0cWLFgAgIuLC1999RWxsbFoa2uzefNm5s6dS926dYmMjOTgwYPUrl2buXPnoqWlhZqaGrNnzyYjIwMbGxukUumfxmb89NNP2NnZ0b9/f7y8vKhRowZyuZxz584RExMDwJ07d1i9ejW3b99m06ZN7N27l/z8fC5evMiOHTsoLS0VREZlZWXCvSgxMZFr166hpqZGWFgY165dA+DBgwdAxXuxr68vR44cqXL/ep952fjClzlmsrKy6NWrF5988glTpkxh3bp1bN68md69e6sI5x48eIC3tzeZmZmsWLGC69evs3TpUmJjYzl06BAfffQRZ86cYezYsSQkJLBmzRquXLnClStXCA0N5eTJk7i7uxMdHf0qdsHfxs3NjezsbOGY9Pf3x8nJSTgvysvLSU1NpVevXi90xerXrx+2trZCX8rNmzext7enR48eGBgY0LBhQ6Ht7Nmz8ff3f+nzBSru//369cPOzu5vOXMpxD9eXl4vdEZ+2yjH7v34449kZmaq3BsAcnNz2bVrFzNnzmTPnj1IJBIOHDhAQkICbdu2JT4+nmHDhgmOGHv37mXo0KHCMk6fPi2IxEaOHElQUBCg+jwkIlIdCkEd/B4/BarueWlpaRQUFJCVlSW4bimoV68ed+7coaCggN9+++2Vrdf333+Pvb0906dP5/PPP39l830ZGjRooPL+0bZtWz7++GOuX7+u8ixnYGDAnTt3+Omnn1RcDD08PKhXrx4xMTHY2NioRF99+eWXwj5UfqdJT08nPz+/yrVBRETkw0UqlVZxyxERERH5kBEdc0REPiCKi4uJjIykR48eZGRkkJmZyeTJk9m3bx9LliwhISEBbW1t5HI5N27cICsriwkTJrB+/XqaNGnCiBEjCA4OxtjYmFGjRnHnzh0AevbsyQ8//PCWt05ERERERETknxAREUHDhg3ZsGEDcrkcBwcHhg8fzsKFC3F0dMTb21tou2zZMmbMmIGTk5PKIN+0adPo0aOHGHX5mlCOuTAwMBA+//bbbyxdupS8vDwyMjLIyspSma5yFb7i706dOgkxHefPn8fNzQ2Ahw8f8uDBg5caLBR5c7xKF5W3xbVr1zhw4ADHjh2joKCA4uJiwdEgKyuLR48eoaamRmxsLAB9+/YlLS2NevXqYWhoiKGhIVKplJYtW7Jt2zZq165NZmYmGRkZLFq0iFWrVpGbm0utWrWoWbMmixYtYsyYMcybN48ePXqgoaGBlZUVv/32G8+ePSM7O5tly5ahqanJw4cP8fLy4n//+x/6+vrUq1cPgDp16mBgYICenh61a9cW4iugotK6Zs2aGBkZCYKXP0PZFeK///0v3377LcOHDxdifFxcXEhJSaF37974+PjQo0cPJk2aRFFREY6OjsybN09whbl27RqHDh36w+UpO6UWFRVx/Phx+vbti56eHt27d8fZ2VlwRV22bBnTpk3j888/Z9asWZw8eVKIUhk7dixubm6UlpZiZmZGSEgITZo0AcDExARLS0sVt5PqKs8V3/Xp04fp06cLv2dnZ1NcXIyLi4swyL5ixQrCwsIIDAxk5MiR5OTk0LFjR3bt2sXjx4+xtrbm1q1bANSqVUsoOIGK2JqZM2cyevRorK2t+fnnn/n4448BhPuau7s7Hh4eghD1fUfZJQ1QcRC5ffu2iiNIgwYNWLRoEV26dOHSpUskJiaSlpYmHGcODg4EBwdjY2NDTEwMUqmUMWPGEBAQQEZGBrdu3RKOmQcPHtC1a1e+/PJLNm/ezJdffslvv/3Gf//7Xzw9Pbl06RILFy4kOjqaKVOmsGbNGtq0aSMIv4qLi+nZsycuLi5/6EjzOlFXVxcEyAr69u0rfM7KysLR0VEQHSuOc2VHhUWLFrFo0SKVeRw7dkzFWVgxnYmJSRVnoD9zasjOzhbEcQr+imvx999//1Lt3ibKsXt+fn5oamoKbiGGhoZARZyQuro6RkZGggjC19eXzMxM7t27R8uWLXF0dOT69es8f/6czMxMzMzMBMGUcozYRx99JHyv/DwkIlIdvr6+jB49mvXr19OxY0e6d+/OlStXVNoYGxszfvx40tLSqriMz58/Hzc3N1q1akWzZs1e2XrNmDGDGTNmvLL5/RVycnL45JNPOH78OAUFBZibm2NqaoqHhwcBAQHExMQwZcoUEhIS0NfXZ8yYMaSlpdG4cWMCAwM5cOAAXbt2xcvLi7y8PAIDA+ncuTP9+vXDy8uLunXrcuzYMbZt28bz58/Zt28fgwcP5tq1a+jr61NaWoqjo+Nb2XYRERERERERkdeFKMwREfmA6Ny5Mw8ePMDExARNTU1MTU15/Pix8J22tjbwe8VHUFAQS5YsEQZlrl69ypgxYwDIy8sjMzMTqLBBFxEREREREXm/uXbtGjY2NsDvzwIdOnRAU1OzysDPtWvXhPxuxW/Xrl2jZs2aYtzVa0R50FL58507dxg0aBBeXl64u7tTXl6OpqamUFVfr149srOzgYqYjY4dOwKqVb5WVlaEhYVRu3ZtSkpK0NTUfBObJPIXCA0NxcPD470W5jx8+BAdHR2io6Np27YtEokEQ0ND4uLisLW15cKFC8TGxgpV0zVr1sTa2prIyEgcHR2JjY3F0dERDQ0NvLy8sLW1xdPTk6ZNm/Lo0SNu375NkyZNqFu3LiUlJVhaWmJra0vHjh1JTEykQYMGgoBDIc4ZOXIkGhoaHDp0iAsXLmBoaEiNGjUYNGiQsN4NGjQQKrqvXr0qVMr/neiZwsJCYmNj2blzpyCqcXNzw8LCQhisj4qKIi4uDolE8kqLI7S0tNi/f7/Kd15eXsJnZbHAihUrVNopojGOHj2Kv78/H3/8MZs2bUIikVSZ9q+ioaFBeXl5tfvQysqK/Px8bt++zbfffsvUqVOpW7cumpqazJ8/n8aNGwMVQhQFFhYWwmfF+aL4v9LU1OTbb79VEYR8CPj6+tK8eXMWL15MYWEh2trazJs3j/j4eFq2bMn9+/eJi4tDQ0ODnj17kpCQQF5eniB8mDt3rnCcDRo0SIgm09LSwsLCQmX/KmNsbEzNmjVxdnbmzp071KtXjxs3bpCXl4dEIkFHR4fhw4dz9OhR7O3tkUgktGzZkn379vHDDz/w7NkzPDw8hHkNGTKEJUuW0KZNmzey316GWbNmceTIEby9vXn27Bn37t3DwMCALVu2cPHiRaZNm0ZRURFubm7MmTOH0NBQoqKiePr0KUuWLMHS0vJPl1E55u5F6yCRSBgyZIgw76VLl3Lv3j20tLQICwtDR0eHefPmERISwpAhQ8jPzyc0NBRbW1sSExOF+T1//pzx48erbMvbvu8rx+6NHTuWhw8fCoKikpISMjMzUVNTQyaTERwcTIsWLYiJiaFVq1Zs27aNuXPnCtcQqVSKv79/lWi35s2bC9fdF7meiLz7HD9+nBkzZlC7dm2GDBny0nGH9vb29O/fUV8I4wAAIABJREFUXxD/Ojg4EBMT84fHvqmpqSBEPHjwoMpvyvdPQEUgqkBx3nXr1o1z5879k81+59i2bRtNmzZlxowZXLp0iWvXrgkFG5qamhQVFTFv3jzKysowNTXlwoULnDt3Dm9vb0GYExcXh7OzMzo6Onz99dcsWLBAEM9dvXqVK1eusHjxYs6ePcuJEycwNjamYcOGpKenv3P3ChGR94FXEX2akpKCXC6nc+f/Z+/c43K8/z/+7A45pZSccqpFodMcUjrdkkqsFRkRcmqOw893iNbiOzJbm50Si9WGOYtsROXWxGxC2tacki3KqUKO1d3vjx739b3vCs0p7PP8R677Onyu676u676uz+f1fr26cfz4cdLT0zWKuAQCgUDwZAhhjkDwCiGTyTAyMiInJ0fq2NDT08PIyIi//vqLu3fvUr9+felFKjQ0lPj4eDp37oy9vT3m5uYsW7aMVq1aUVZWhpaWFsuXLxedGAKBQCDQQLycv5yYm5vz888/M3DgQOlZ4EHV66p53d3dpYrtTp06ERAQwLvvvsvHH3/8PJv+r0cmkxEZGUl8fLw0zdLSkpCQEIYOHcr333/PxYsX8fb2xtDQsNp1LFiwAB8fH5RKJQYGBlIMhOD5cPHiRUaMGEFJSQnW1tZ8+eWXBAcHc/r0aRo2bMiCBQs0XFSysrLYv38/9erVY+3atZJzyYtOs2bNKCoqwtPTk0aNGtGwYUMaNGiAi4sL2dnZfPvttwQGBlJaWoq/vz9aWloMHTqUfv36ceLECZYsWVJlnQ0bNsTFxYVDhw5x7949+vTpw8mTJwGYOHEiu3fv5tixY7z11ls0atSIFStWcOHCBZo3b46DgwNxcXHcuHGDmzdvoq+vz8cff8yQIUOoX78+7u7uQIW4rU+fPkRFRWFgYMCOHTse+xiou0J8/fXXkrDkQTxJcYRcLpeEF08LV1dXjejjp0GnTp3466+/2L9/P0VFRTg7O3Pjxg18fX3R1tZGX18fAA8PD65evSq5mdy+fZvbt2/z+uuvc+zYMWl9qvdTb29vFi1ahKenJxcvXqRTp07VCkJeJapzEOnYsaOGI4i2tjaNGjWiUaNGNGvWDNA8z06fPs3YsWNp1aoVBQUF1KlTh7t37wJoiD4BmjZtys6dO4EK8VZSUhL37t3D0dGRH3/8kUGDBnHq1Cm++uorlEoleXl5/Oc//2Ho0KEMHTpUo+3r1q175sfncVCJZWxtbWnWrBkBAQEsX76czZs34+vrK8Xu9enTR3Ku0NfXZ8OGDU+9De7u7hw6dEhad2xsLA0bNiQmJoYNGzYwcOBAjh49ysWLF9mwYQO7du2qdn0xMTH4+Pho7EtAQMBTa+/joIrdu3v3Llu2bCE6Ohq5XI6WlhYBAQF4eHhUWaZXr14sWrSII0eOoKenR8eOHQEYMmQI1tbWZGVlacxvZ2dHXFwczs7O6Orqsm7duhq7ndUmD3u3Cg8Px8nJSfq9ehl51DPQrl27SEtLY/bs2dSrV4+mTZvSp08fzMzM6N69O9OmTcPJyYmOHTtibW1NXl4ebdq0ITAwkL///ps9e/YwbNgwjh49Svv27Tlz5gxlZWWYmZnVuiDtRUahULBs2TLKy8u5du0akyZNYvXq1dSvX5+VK1eyfv16MjIyMDAwwN7enm7durF27VrKysooKSmhtLSUoKAgiouLKS8vlwTFt27dYtasWRQXF3Pt2jW+//57OnfuzJkzZ2jRogW7d+/myJEjuLq6YmVlxdtvv83t27dp0KABZmZmGBkZYWBgwN27d7GwsGDw4MG1fahqzIwZM4iMjBQOXYJaQxV9+qTCnNLSUrp164atrW2NBMjPm9WrV4t4SoFA8NIihDkCwSuGtrY2U6dOxdnZGZlMxldffYVMJiMkJARXV1caNWrE+++/DyB19Pv7+/Ppp5+yaNEixo4dy71796hbt64YsBEIBIJ/CSpL/cpVgdWRk5PDxx9/LFUWwj+z2hfUHj4+PiQkJODi4kLjxo0fOu/cuXMZPXo0H3zwAb1792bx4sUAjBs3joiICD788EPmzJnzPJr9VKmuYj0nJ4fw8PBqoyWeJ6oBdlU7xo8fD/wv/uLdd98lJyeH0NBQ5HI5q1evliJogGoH59SvU5UbhqB2aNasGXv37qVOnToEBgYSGRmpES0nk8mwtbWVXFRcXV356aefkMlkNXZqeRHo2LEjfn5+hISEMHHiROzt7bl79y6xsbE4Ozszfvx40tPTsba2ZvPmzcjlcsaMGcOECROQy+W89957kmvLhx9+SFlZmRQrNXLkSN544w1mzpz50Apq9QglqHCiqExmZqb0t7qwJSQkRGM+VSV8hw4danyPUHeF6Nu3L7///jugKYRUiR/q1KnzryiOsLe3x8TEBAMDAzp16sSJEycwNjaWRA7Dhg2jqKgIHR0drK2tGT16NABvv/02CQkJ6OjoSIInJycn2rdvD1QMzm/YsIH79+/To0cPnJycqhWEvAqozpkHOYiony9KpZLbt29TVFTE1atXATTOsyNHjkiDqa+99hqWlpZERkYydOhQ1q1bR0FBAf7+/qxcuVKjDQMHDsTFxQU7OztJTLV48WImTJiAlpYWfn5+TJ06VWN5AwOD53SEnpysrCzS09NZsWIFd+/eJSAggHPnzjFr1ixu377NyZMnuXz5MvB4rsKZmZm88cYbFBQU8P333zN69GhJqDB79mwuXbrEsmXLKC0txc3NjQ0bNvB///d/JCQkUF5ejq6uLoaGhlhaWuLk5MSqVauYPn06ISEhZGRkSHFdx48fZ8mSJdy4cYMFCxagr6+PUqkkOjoamUxGcnIyoaGhz1X8WZ2IcP78+cyfP18SbXz77beS419RURGHDx8mNTWVpKQkTpw4QVJSEkFBQdK9+M8//2TUqFHo6OjQr18/5s2bR0xMDCdOnAAqxE76+vro6+trPA+9iLyoA59Pi0c9A0HFu8f27dtp1qwZubm5jBo1iv3792NlZcXly5fJysrC1NSUVq1acerUKSZMmMBnn31GdHQ0HTt2pGnTpkRERDBixAjWr19PWVlZrYvRXgbKy8vZvn07ixcv5pdffiE5OVkSfx46dIgtW7awZMkSPvroIyZNmkT//v3R0dFBV1cXY2Njli9fjp+fH3Z2dkyePJndu3fTrVs3GjdujKmpKaamppiZmUkxndra2vz0009S3NXIkSM5f/48e/fulfoibt68SUZGBsnJyURHR5Obm0ubNm2e63F53P4N4SwrqG0eFn164sQJPvroI9atW0dgYCAzZsygTp06kjOgs7Mz/fv3Z+XKlVy7do19+/YxYcIEqf/kww8/ZMeOHejo6BAbG0u7du2wsbHBxsaGjIwM4uLiHvpb9jT7DYUwRyAQvMwIYY5A8Iqg3tExevRoqTNThZ+fH35+ftL/XV1dpb93794t/V15UKe2B6kEAoFA8OJx6dIlQkNDSUhIwMrKCktLS/r378/kyZMpKytj6tSpBAYGEhQUhJ6eHunp6fTr108ShgpqB5lMJg3aVEYVUaL6t2XLliQmJmrMoxqgrjxwXR1yufyJYk8Ej0Z0Rr1cqCqRi4qKyMnJoWPHjlWi5dSZPXs2o0ePxtDQkEWLFtGoUaMabSc2NpbS0lJJ2PW88fX1xd/fH09PT5o2bSpNr1OnDqNHj6Z37944ODjUqIJdLpczb948Dh8+TFhYGMOGDSM0NPSFjzVQd4WIjIyUhDl2dnb4+voya9YsBgwYgK+vL+PHj/9XFEfo6elpCAkrs2DBAunvtLQ06e+wsDDCwsI05lV/P60uuutVReWS9ssvv1BYWFjFQUSd2bNn4+Ligq2tLS1atACocp79/PPP7N69m+XLl5OXl6fx/aj//qvHI1X3fVhYWFRxWKr8/PCyYG5uTt++fSV3hpKSEv7v//6POXPmIJfLcXJyqlYI9U9ISEhg0aJFHDt2TEOocO7cOWmbM2fORFdXl4ULF3Lnzh1atWrF9OnTOXLkCPHx8RQUFABIAhRVlFhcXBympqZ89tlnvPPOO7z22mtER0fzww8/0L9/f1JSUigvL0dLS4u0tLQXRvxZWbRx+vRpjUjAlStXYm9vX2U5hUJBcHAwQUFBlJeXc/XqVXbs2EFqaiqFhYWMHTtWw2nwWfEw1xF/f3/KysoYP3484eHhUp/dp59+ilKppKCggMTERI4cOSINfC5fvpy4uDgaNGhAdHQ0AOvXr2fJkiV06NCBmJiYZ75PT5uaPgOpHL4MDQ0ZPXo0V65cITw8HC0tLYqLi1m2bBn29vYYGRnx66+/8uWXX9KoUSPKysrIz8/nxo0buLq6smTJEsrKynjvvfdqZX9fJiwtLQFo3bo1RkZG0t+nT59m8eLFFBQUcPLkSYYPH879+/exsrLiypUrkpgcoEuXLpw/fx5jY2OOHDnyyG2q33Nyc3MZMGAAxcXFkvjm2rVrjBw5kvz8fG7fvs2FCxeeiTBHoVAQGRlJaWkp9+7d4+OPP2bWrFkYGhri7e1Nu3btCA0NBSqEfu7u7sjlchwdHUlMTOTtt99m//79ZGZmsnTpUjw9PZHL5dK1nJubS05OjnTdXrlyhXHjxnHz5k06d+5MVFQU4eHhVebLz89nzJgx3LlzBwcHByIiIoiJiSEuLg6Azz77TIoDexUoKioiJSWFQYMG1XZTXgkeFn3ar18/TExMePvtt2ndujU9evTgzp07kjOgra0tMpmMMWPG8OWXX3Lt2jUWLlxIo0aNGDduHFu3bsXR0ZGpU6cyZMgQwsPDyc/P57333kNXV5dVq1Zx9epVjRjNtWvXasR/BgUFYWtrS3p6OgsXLpTO+e3bt9OmTRtiYmKkZ/3PP/+cbt26VRH//PLLL2RmZiKXy/niiy80Im4FAoHgZUAIcwQCgUAgEAj+hdy/f58hQ4Zw7949mjZtiqenJ6GhoXzwwQcaDjoLFy4kJSUFmUzG6tWrNdaRm5vLwYMHadSoET4+PqxduxZjY2OpYh0qBlY/++wzevXqJYQ5gudOaWkpI0eO5MKFCxgbG2tEBISFhbFv3z7JheF5UtnSv1u3bnz11Ve0aNFCuh5V7j7jx48nICCAt99+W6rU37Fjh9QZNX/+fPr16/fc90Hwz1i3bh2+vr4EBQUxYsQIbGxsNKLlZDKZhouKm5sbAwYMYPHixezYseOlqfquTiihqoAeP348EydO5PDhw9LvibqAr7JA0NHRUWPAX0tLi+HDhz+ztj8NqnOFUDk1REZGStOcnZ01nH1EcYTgUTxK3KTuCOLt7Y2Pjw8XLlwgODgYADMzsyrnmb+/P/7+/o/cdk0iTNXd56ZNm8YXX3zxyPVC1QG5f7Ls0yY4OJgJEyYQFRVFeXk5ERERDBgwgKlTp9KlSxfq1av3ROtXDYAbGxtTVFSEv7+/JFQYOHAggOQGZWtry48//khOTg6FhYWkp6fTsmVLfv75Z+zt7fniiy9ISkpCS0sLS0tLZDKZJHD4888/0dLS4uTJk9y6dQs3Nzfc3d0JDAykffv2/Pe//6Vbt244OTlhZ2f3j8Sfz4LqRBvqkYB79+7FwcFBml8lLnrrrbcIDw9nxIgRBAYGYmhoSEZGBn369Hnu+/Ag15HCwkKaNGlS7TIqkVZycjJ6enoAXL58mU2bNpGWloa2trbkJtO1a1diYmLw8PCgqKhIcqx6WvwT99QHER8fj4uLS7UuWTV5BtLS0uLatWsYGhoSHR1NTEwMhYWFfPrpp4SHh6Ovr0/Lli0xMzNjwoQJvP/++3h4eLBlyxY8PDwoLy/n22+/RSaTYW1tTWlpqYbopzrXTHVq895Tm6i7+an/nZubq/GdTZgwgUuXLpGTk8Onn37KlClTmD9/vrTcgQMHUCgU6OnpsWzZMkJDQzlw4ADOzs7S+VVeXk5iYiKZmZlYWFhgZmZGu3bt+PHHHyksLJSeoeRyeRUnwWeFughwz549XL58maSkJLS1tXFycmLPnj0AeHl5SXFy/v7+hIWF0bp1a/744w/KysqYOHGiFMOpovJ1u2TJEkJCQnBwcGDOnDmSo0nl+SIiIpg5cyYeHh4olcpaEx0+L4qKiti6dWsVYU5tujK/Co7Q1UWfQkUMsImJCefPnweo4gyoclq8f/8+enp6nD59ms6dO3P69GlatmzJsGHDJOfkiIgIysrKmD59OiYmJty/f5+goCA2bdpEeno63t7ejBgxgszMTDZu3IilpSVnz55lzpw5DBkyhOHDh9OtWzcMDAzYuHEj+fn5rF+/HgsLC7788ktmz55NfHw8+fn5HD58mPT0dOLi4vj000/59ttvRSGYQCB4aXm5f2EEAoFAIBAIBI8kNja2yiBffHw8dnZ27N69G11d3WqXy8zM5MKFCygUCr766isiIiI0Pjc3N5c68gsLC+nQoQN169bFxMREEhCoBiEaNGjwlPdK8KxQKpWMHz8eV1dX+vfvT0REBK6urvTq1Ytjx44BFYPPISEh9OzZU3Lh2blzJ927d+ftt9+WKg/VBSNubm6UlJQ8133Ztm0bXbp0ITU1la5du3Lt2jUA8vLy+OWXX/jpp5+qrcJ+1qiqww8cOMCNGzdITEzE1NT0odcjwKZNm4CKWDIrKysUCoUQ5bwkuLm5ERkZia+vL7du3aJJkybk5eXh4uIiDcj2798fMzMzunbtStu2bdHT0yMqKorNmzcTHh4uVSYHBQWRk5PDnTt3CAgIwM3NjaFDhz736+uf8sUXX+Dq6sqMGTOYNWvWP1p2y5YtLF68WLhECQQ1YPPmzbi6uvLmm29KA6dPgq2t7UNFOZX5J4PbqgG5x1n2adGhQwfWrFlDgwYNWLNmDcnJyaSkpNCrVy+8vLz47bff2LhxIykpKXTo0IGgoKDHciVTH1y+evUqvr6+KBQKHB0dadmyJfPnz5fcVTIyMrCwsGDz5s0YGBgQHR2Nj48Pr732GuHh4VhZWeHm5kaDBg2kQXGoeObv0aMHu3bt4tKlSxQWFpKamkpoaChr1qzhypUr/Prrr3Tu3Jng4GCaN2/Ozp07n9qxfBxUog3VsXB1ddWIBHzttdfQ09MjLy8P+F8UYd26dfnkk0/45ptvCAsLw8TEhJ49e6JQKFAoFOzdu/e57YO664j634aGhtI86i4hlUVaKs6dO0e3bt3Q1tYG/ucmo77O69evP8M9eXzU3ZwqU5NnoIiICN544w369OlD69at+fnnnzExMWHt2rV07tyZadOmsWLFCrS1tfn8888JCgoiKiqKqVOn8vvvv1OvXj2++eYb4PGEvP9GUc7DkMlkGt8ZVLgipqWl4enpSX5+fo3cD1VugT/99BNBQUE4OTlJ7zMAc+bMwcXFhQULFtCyZUvgfw5vbm5ueHt7c/v27Wezk6AhAkxKSsLGxka6/rS0tGjSpAlNmjSRpkHF9aijo4OFhQUtWrSgdevWFBYWVll35es2KyuLuXPnIpfLSU5O5uLFi9XOd+rUKQ1HqezsbEl0OGjQII17xsvAxYsX6dOnD05OTkyePJmDBw/Sq1cv3NzcWL16NStXrmTv3r3I5XKuXLmCjY0NgYGBLF26lIyMDBwdHbG3t5cEyEFBQUyfPh0nJyfJcfFB882YMQNHR0cWLVrE1KlT6d69u1QccObMGTw8PHB1dZUEe0FBQUydOhUvL69aOFJPh8rRp/v372fw4MHSb9DcuXP57LPPJAfE5cuXM2fOHPbv34+ZmRm+vr707t2bwYMHk5qaSrt27SgoKKB///7cu3ePhIQEiouLcXBw4PLly2hra9OlSxecnJzIzc3lm2++QalU0qxZMwoLC8nPz2fgwIGsX78eqHBR9fPzY9u2bfTq1Yt9+/bRrFkzMjMzKSws5MaNG9y/f5/g4GDpXDczM6N+/fpVfjMFAoHgZUU45ggEAoFAIBC8YkydOpUvv/zyofNkZ2dLHVHdu3eXKmbgf5WoWVlZKBQKqfq/VatWGutQryLS19cnJycHY2NjsrOzad68OcAzrXATPBu2b99O8+bNiYmJQalUcvfuXUJCQjhz5gzvv/8+a9euBcDU1JS+ffvy3nvvMW7cOEaMGMH58+e5efMmffr0QUdHh/bt23PmzBnKysowMzOrUQfu0+Ts2bOS1XePHj1IT08H4Pz581hbWwMV57+qGvJZou6SY2ZmRkFBAQcPHuTWrVuYmZnh7u6OQqEgNzcXqIgaVUXgABw7doyTJ0/y119/sXfvXk6dOoWrqysymYzk5OSXvqqvNnByctKIaVFHvfI7NjYWKysrunfv/ljbycnJITIyUhpMBMjPz8fU1FQjXs7ExISRI0eyePFilEolbm5uRERE4ODgQHh4eJX1xsTE4OPjQ0BAAMuXL2fz5s2P1b7nxcyZM5k5c+ZjLTt48GApXkYgEDycYcOGMWzYsKe2PpXTREJCgkaUgK2tbbXuc6p7659//snEiROBimjtyZMn4+XlRUlJCUZGRmzcuFFjQG7Tpk34+flx4MABkpKSqo0QcXBwICkpiYkTJ/4jsdCLhmrQu7LrgXoU3pYtW7h58ybNmzfH19eXK1eusHbtWubPn09mZibR0dFVns2hIhrOx8cHpVKJgYEBq1atwsfHh9LSUs6ePcu5c+f47bff0NXV5d69exgbG7NixQpWr15Nhw4dCA0NZd++fejo6LB161a2bdtGXFwcxcXFLF68GFdXVwYOHCgJX9zc3EhMTHzsZzw3NzdGjRqlcSwqH4emTZty8eJFvL29JbHLjh07+PLLL7l9+zaBgYEYGRkxYMAAXFxc0NbWxs3N7blFGT3IdaRRo0ZkZWUBFYIilZuP+jzqgh1TU1OOHTsmuTWoHHMeNP8/oby8nMmTJ3Py5EkaNGjA6tWrCQ4O1nBPVXeVUXfRedQ5YWFhwe7du8nKysLf35+goKAqkT3qz0BQ8b2r4+joyMGDBzWmqaIN1SOH6tSpQ0xMDLNmzWLTpk14e3sTGhpKaGgoq1evJjU1lZKSEu7fv4+joyP16tVj4sSJUqwfVMS/Xbp0CR0dHTZv3kyTJk2k+9ajoopeJdRd/tTdklTPnO+++26VZbZu3UqdOnWYNGkSpqamkrCx8voe5BY4YcIEjfX5+Pjg4+OjMa06h7dnhboIsG/fvhrvXkqlkhs3bgBQVlYmTVddj4+6Lit/bm5uTmBgoPQ+UVpaSmZmZrXz/fzzz7i7u6NUKiXRoeo5/0UX4lemclzhV199xYcffohcLqe8vJzz58/z119/SefM47gyv/fee9XO5+rqyrJlyzA3N2f9+vVERkbi5ubG2LFjmT9/PqtWraJt27YEBARI7+COjo6P7Et7Up6lI8/Dok/j4+Np3749U6ZMYfr06ezdu1fDGbBOnYqh4h49erBw4UJ27NjBjRs3aNu2LadPn2bIkCEsXbqUtm3bEhISQn5+PgqFAjc3N1q3bo1MJuPtt99m586dkgteUVERHTt2ZMOGDeTk5FCvXj3q16/P2bNn+eOPP5DL5eTl5WFlZYWJiYlUfAT/O9eru9ZEP6NAIHiZEcIcgUAgEAgEgheIgwcPMnPmTBo1asTgwYNp3749nTp1wt7enmvXrvH+++8zcOBAdHR0mDx5MqWlpUybNo3AwECCgoJo1KgRp0+frjaqSp327duTkZGBt7c3x44dw8LCQuowzczMxNraGnNzczw8PKQKwpKSEi5cuFBtuxcuXMjw4cMpKytjypQpz12AIXh6VK7S++6771i7dq1kM69CZYHcqVMnaVrjxo3R19fHyMgIgBEjRrB+/XrKyspqJYrH1NSU9PR0BgwYwJEjRzAzM+O3336jffv20vmucgF61qh3Snbv3h1TU1NmzpzJH3/8QX5+Pn///TdXr17lp59+4syZM+jr61OvXj3Gjx9PZmYmSqUSQ0NDHB0dOXDgAAUFBWhra7Nq1Sqys7MZNWoUOjo69OvXj3nz5j2XfXqZ+KcdoPHx8VhaWmJgYPBE0Q4PQuWOoE7law+QOu+r65DMysoiPT2dFStWcPfuXQICAqQ4DIFAIHjaVI4SaNGiheQ+t27duioi15CQEKKjo7GwsECpVKKlpcXOnTtp0KABoaGhpKSkEBwcrDEgpyI8PLzaCBFVfFG/fv1eKmFOdQPglYWKCoUCW1tbjaidmzdv0qZNG43j8+GHH/Lhhx9W2YZqIMvOzo7k5GSNz1JTU9m4cSOnT59m/vz5BAcHY2VlxW+//caKFSvIysoiIiKCiRMnkp2dTVpamvRbM3ToUMaMGcP169cZMmQIHh4eT1V4/frrr1cRbVSOBISqkX+qtqkzZswYxowZ89htedro6Oiwe/dufv31V2nA82EYGRkxePBgevfuTYMGDYiOjn5qbdm5cyft2rVj+fLl7Nq1i+joaOzs7KTz4UEcO3bskefEnj178PLyIjQ0FDMzM2bNmlUlskc9juxx+CeRQwcPHsTZ2Znt27fTrFkzlEqlRhRgbGwsDRs2JCYmhg0bNlQRi9Q0qujfyIABAyguLsbMzOyJv9MXAXURYGRkpIYwJywsTIpJW7hw4RNvy8TEhODgYPT09JDJZHz99dfVzjd37lxGjx5NeHg4LVq0YMuWLbUmOnwaVI4rjIuLY8OGDaxatYpp06ZJBV0qqnNlBh7qyvyo+Vq1aoWlpSV169aV3qlOnjzJyJEjgQr3PlU/16MKMRQKBZ9++ilKpZKCggJ2797N7NmzJdHjmjVraNiwIUOGDOH+/fvo6+vj5eWFXC5nzJgxGBoa4u3tTbt27aoIkA8fPsycOXMoKSlh/PjxjBkzhtGjR5OTk1PjYpxHRZ/6+voC8Nlnn0nTVA5BaWlp0m+FsbExHTp04Pz58zg7O1OnTh2++eYbunTpQrdu3Wjfvj09e/Zkx44d+Pv7s23bNhYtWsTnn3/OnTt3aNmyJebm5kDFe6ydnR3vvvuJp6tkAAAgAElEQVQuzZo1Ayr6aerXr8+uXbtQKBTs2bOHevXq0atXrxqd623btmXw4MEsWrQICwuLhx4TgUAgeNEQwhyBQCAQCASCF4R3332X69ev4+/vz7p16+jduzejRo3itddeA8DGxoamTZvy3nvv0apVKwYPHszNmzcJCwtj+/btHDp0iClTppCRkUF8fDwGBgZkZWVx7Ngx2rRpA1R0dNvZ2fH3339TXFyMp6cnTZs2pUmTJlUqUW1sbGjZsiVyuRwtLS0CAgLw8PCgRYsWGoMGUNGpXrnKUT0+S+Q/vzyoqvQGDhyIUqkkKiqKY8eOcfbsWY2Oa1Wnlrqw5datW3z77bdSdfDp06eJjIykvLycAQMGUFBQwKBBg9DS0sLKyorPP//8me6Ln58fgYGBuLi40KpVK3r16gVUdM51794dZ2dnbGxsnmkbVKh3Subl5ZGbm0tubi4tWrSga9eupKamEhERQdu2bZk9ezbR0dGcOXOGhg0bYmRkpNFBmZ+fT79+/Th27Bienp785z//ITg4mKCgoMeupH4VUSgUfPLJJ5SXlxMcHMxHH31EaWkpYWFhGhbl33zzzUMrv2/duoWTkxNyuZyRI0dy4cIFjI2N+e677zhw4IBG52xiYiInTpyQBJaBgYG4ublx8eJF/P39OXfuHNu3b6e0tFSKFrG3t8fa2pqUlBS6d+8uXXvwP4GOKsajvLxcGjQwNzenb9++kpNMSUmJ5GglEAgET5vKUQKPcp+7evWqNFgik8koLi4mODiYCxcucOnSJTp27EjHjh2r3ZYqQgSoEiFSt25d4RL3GFR2y7x+/XoVZ0x1gajqOS8xMZHPPvuM8vJyabCztoXXLxKPch154403ql2m8vyqaZMnT2by5MlV1qP6Ozs7WxqAfhQ5OTnSs0ZWVhbr168nMTGR0tJSDh8+zPbt24EHi4C1tLRqfE6oo4rs0dLSori4GDs7uxq192GoRw59/fXX1UYOgeb9QjUArH6/KCsr49133yUzM5MbN27g5+dXZVuq+4wqqgioNqro30hiYmJtN0HD1fJJqSyGVBdBenp64unpqSHuV+/TUHfdVP2t+lz9ulX1iTRp0oRp06ZVe59Qnw8qjrPq+oUXT3T4T1DFFQYFBTFixAhu375NVFQUFy9eZNy4ccTExGg4Ej2OK3NN5qu8jLm5OcuWLaNVq1aUlZWhpaXF8uXLa/x8kZCQwKJFi0hJSakiejQ1NaV3797MnTuXSZMmScs8TFDo7u5OWFgYO3bsQFdXl379+jF8+HByc3PZv3+/dE9+lqi77TRs2FCKxTIyMqJHjx7o6emxePFiyW3H2NiYQYMGMWXKFOrXr8+mTZuwtrZm1KhR0j1ZJUr6/fffJXccgCVLlhAcHIybm5skVIuLi8PLy4uPP/5Yo12q66tDhw7SdbJu3bpneiwEAoHgWSKEOQKBQCAQCAQvCL179+bUqVNs3LiRy5cvU1hYyKVLl7C3t+f777/n8OHDrFixgrp161JSUkJQUBAODg706tULHR0d3N3dGTx4MD/88APZ2dn88ssvHDp0iNWrV/Pll1/y0UcfARVihcoVbuXl5ZJlfkJCgtSpOX/+/CquDpWrmgUvD+oW9Q/C2tqaFStW4OLiQuPGjbGzs8PFxQUXF5eHrrtdu3bY2NjQqFEjLC0tuXr1Kjt37mTcuHHcunWLDz74gKlTpyKXywkPD38uApK6deuyYcMGjWn9+vUDeOgxeBZU7pT08fEhOzubkJAQJk6cyIwZMzA2Nmb8+PHExsaSlZVFnz59ePPNN0lOTsbZ2ZnIyEhGjx7Ne++9R8uWLbGwsCA3NxczMzN27tzJiBEjCAwMpH///s91315k7t+/z48//oibmxspKSkolUr69++vIcx5VOW3qtN827ZtdOnShe+//54PPviALVu2SAM2qs7Z5ORkfv311yoW7YWFhSQlJfH999+zZcsW3nzzTWn7V65cITQ0lMjISMzMzKRrT51Bgwbh5+fHjh07aNq0KQDBwcFMmDCBqKgoysvLiYiIeMZHUyB4MVGPXHlWKBQK2rVrh6mp6TPbxotO5UH7R7nPGRkZcerUKTp16oRSqSQxMZFOnTqxbt065s+fT3l5uTToU5lHRYi8iqgLPFSox8SoOH78OOnp6TVyDFKPbDQxMdFwyywpKcHFxYWvv/6a2NhYOnfujI6ODgkJCUydOhVA+m3Zv38/9+7dw9HREaiIB1myZAllZWUvlXPDy05OTg4pKSlVYqBqgrm5OaNGjWLWrFkAbNiwQeN8sLe3l0TAoOmgWpNzQv1ari6y50n5p5FDWlpaXLt2DUNDQ0nsDBXXz61bt0hNTeXrr7+u1g22plFFgtpB3dXyaaEel3bv3j0+/vhjZs2aJbmbdO3atYqTSVpaGrNnz5bi0t566y2NuLg1a9bQqFGjal2MFy5cSEpKCjKZjNWrVwMwduxYDAwMJBF/5ahHlSNtbVC5DyE/P59Vq1ZV6SeqjspxhSdPniQiIoLi4mLmzJlDy5YtKSgowN/fn5UrV2osW1NX5sdxb160aBFjx47l3r171K1bly1btjxyGRUqJx5jY2OOHz/O1q1bJdGjg4MDWlpaknDZ1tZWWu5RgsKMjAwp2u3q1atcvXqV0aNHExgYSPv27fnvf//7TIXJ6m47np6eFBYW0rt3b+l7r+y2Exsbi5eXF+PHj5fWUZ0LHlTs79ChQyX3OCMjI7Zt26YxT3XRzQKBQPAqIoQ5AoFAIBAIBC8Ijo6ObNmyBQsLC0aPHs3MmTPR0dEhIyODrKwsTpw4IQ3I1qlTB0NDQ0pKSrhy5QpBQUEcPnxYelE3MTHh1q1bNGnShD///FPjBb46e968vDx0dXX54YcfHtrGZ5mHLXgx+Ouvv+jevftDhSsKhUKqCLSysgKQOr4PHDhA06ZN+eWXX8jIyOD48eMYGRmhq6uLq6srqampDB8+nP79+0v20f8GKndK6uvrc/DgQcm1Cio645o0aULDhg0xMDCgVatWnDx5EoATJ05gamrKsmXLKCgoID8/nwYNGmBlZcXSpUsB0NXVZfLkyZw7d65Kh29Nq6tfNbp168bVq1fJysqSolAuX76sMcDyqMpvFWfPnqVbt24A9OjRg/T0dFq0aKHROVtUVMTkyZP54IMPNCzau3Tpgkwmw9jYmDNnzmis19DQkHbt2gEVg1nV2Y+3a9eO9PT0KtMrD9iqXKEEAoEmM2bMIDIyUsNN4Z+gUChwcnL6VwtzKvMo97nFixczYcIEtLS08PPzkyIHjhw5gp6eHh07dnzggNzTjhB5lbC1tdUY6Kspvr6++Pv7S88dubm52NnZaThjBgcH0759exwdHdHR0WHr1q0MHDgQFxcX7Ozs0NfXByocDaytrSktLRXvBc+RlStXkpaWxqFDh+jatSvHjx+nSZMmrF27Fj09Pd555x2Naer4+PjwzjvvSKKe6dOnV3kOtba2ruKgamtrW6NzwtPTk8mTJzNkyBDmzZtHcHAw169fl5wQTExMnmjf/2nkUEREBG+88QY6OjpMnDhRElKbm5tz5swZvLy8aNu2LcbGxk/ULkEFSqWS4OBgTp8+TcOGDZk1a1aVmB65XI6joyOJiYm8/fbb7N+/n8zMTJYuXYqnpydyuZwePXpw4MABxo4dS3BwMGfOnGHy5Mncu3ePfv36MWrUKA1Xy6CgIMaNG8fNmzfp3LkzUVFRhIeHk5ubS05ODh06dCAmJob8/HzGjBnDnTt3cHBwICIigjNnzrB//36cnZ0ZOXLkQ+PSPD09NZxMRowYwdy5czXi0qqLi3vttdeqRMZlZmZy4cIFFAqFFCMYEhJSRcT/oKjHF4HqInkfRGWhhlKpZMaMGRrzqDsxqTsR1dSV+Z+4N6vWb2ZmViUiUX2Zh6Eu2tPX19cQPZaUlLB161YyMzPx9vbmxIkT9OzZE9B0A6pOUPj666+zefNmGjVqRElJCTKZjICAAEaNGkVwcDC//vrrc3vXq84dSy6Xk5SUVKNoRnV++uknZs+eTVxc3NNqnkAgELzUCGGOQCAQCAQCwQtC8+bN+fXXX7l+/TpHjx7l1q1b2NjYcPjwYS5dukSPHj0oKSkBKoQ3o0ePRqlU4ubmVqUqyNfXl0mTJtG3b1/09fU1KgWr60CfPXs2+/btY/z48QwbNgx3d3eCgoIIDw9HoVCwa9cuiouLJSeHKVOmcPz4cVatWsUXX3zxbA+M4KmSmZnJG2+8IcXuTJgwQSOaR73TPzk5+R+tOy4ujsDAQDZv3oyJiQkNGzbE2tqaDRs2UFJSQllZmdRhbmtr+0oIcypXEMbGxmJlZaUhgFN18lWuHlNVTao4duwYcXFx1KtXDxsbG3x9ffnqq6+4d+8ed+7cYeTIkQwZMoQPP/yQ5ORk/vzzT3R1dalfvz5///036enpuLu7V9vhu2LFimd7IF5QZDIZzZo1w8rKisTERLS1tSkpKdHoUH1U5bcKU1NT0tPTGTBgAEeOHMHMzAyoWlHdtGlTDYv25cuXP7TquqCggNzcXAwMDKp1jhAIBFW5f/9+lSr0yoLE0tJSRo0aRb169fDw8EBbW5vly5cTFxdHgwYNiI6OxsDA4JGDelFRUcTGxrJt2zbc3d2JjIys7d1/rlR2clGPEqhOxKsa9LKwsGD//v0anx09erTK/NUNyKkiRNRRH1j7N0ekKhQKNm7cyB9//KERDbpmzRq+/PJLtLW1iYqK0hBLVRfZaGdnR0lJiRTZaGpqSmlpKdnZ2Whra9OiRQsaN26Mi4sL6enp/PXXXwAUFxfTuHFjtLS0GD58eG0dhn8lwcHBmJqa8uabbxIdHU1qaipr1qwhOjoaNzc3yQlGNW3o0KHSslpaWlXe2dTd+1RUHqiGCmcJdcLCwggLC9OY5u/vj7+/v/T/yk4IT0pNIofUcXR0rDJQr7qPqQ/8q6gcRVR5vuqWEfyP7du307x5c2JiYlAqlbi4uFSJ6YGK8yQsLIzWrVvzxx9/UFZWxsSJE6Xvz8/Pjw8//BBnZ2eCgoKYP38+q1atom3btgQEBCCTyTRcLWfNmkVISAgODg7MmTOHQ4cOAdC1a1diYmLw8PCgqKiIiIgIZs6ciYeHB0qlkqtXr7Jjxw5SU1MpLCzEx8dHimyrLi6tspPJlStXAM24tMpxcSrnFPUIQaiIeqscIwg8VMT/IpCRkUH//v0lR6FPPvmENWvW4ODgQPfu3Tlw4ABLlizBy8uL6dOnc/z4cZRKJWvXrqVdu3bY29vz+uuv06BBA44dOyaJngYPHszy5cul+KmXjSZNmnD06FFJ9Dhjxgx8fX0ZMmQInp6eNG7cuFoHn+oEhQsWLMDHxwelUomBgQGrVq3Cx8eHsrIymjRpIhVE1ZRnXVRXU6dKZ2dn6doUCAQCgRDmCAQCgUAgELxQ2NvbY2try8yZMzE2NiYiIoLPP/8cFxcXvLy8pA7Gxo0bS9UqsbGxlJaWalT46Ojo8P333/P+++9TXFzMV1999dDtqjo627RpU+3n+vr6bNiwgTt37jB48GCmTJnChg0bCAgIeDo7LniuqGJ3tmzZUiWaR9Xp/zhRT7a2trz77ruMGjWK77//ntmzZ/PNN9/Qp08f3NzccHV1Zd68eZSUlEgdtK8aTxKlUp31c9++falTpw6TJk3C1NSUa9euSc4p9evXx8bGhp49e+Lt7c2KFSvQ0dF5YIfvvxWZTMb//d//0bdvX7S0tOjSpYvGPfFRld8q/Pz8CAwMxMXFhVatWjFnzhzS0tKqbG/FihVs3bpVsmh/FM2aNSM8PJzjx49XGegSCATVEx8fr1GFXlBQwKpVq+jcuTMymYygoCDy8/PR1dVl/PjxfPvttwQFBbF06VJcXFy4cOECS5YswcDA4JGDerdv3yYoKAgnJ6dX9rdL8HJx4sQJ3N3dpWjQsrIyPv/8c9LS0rhw4QJTp05l586d0vxPO7IxPT2d8+fPSy4AgudLZQe//fv30759+yrTBILnxalTpyRhi0wmqzamByoigOrWrYuFhYV0byksLJQ+f/3119HW1qZ9+/ZcvnyZkydPSoUcRUVFVaLHsrKymDt3LlpaWhQXF2NnZydtB6B169Zcv36dU6dOSQIzmUxGdnY2GRkZ9OnTB6gQHD4sLq2yk0ndunWrxKVVjotTOadUjowzNzfHw8NDEsqVlJRw4cKFKiL+B0U91haVHYVUXLt2jbCwMEpKSpg6dSpeXl5ERETQsGFDkpKSWLFiBYsWLeLq1avMnz+fNm3a8MEHH7Bv3z5JIPoyiXLUxcqq9/4xY8ZUmW/r1q0a7/CVoymrExTa2dlVKYyqzkn1YSgUCj755BPKy8sJDg7mo48+orS0lLCwMLy8vLC3t8fa2pqjR48SHh7OwIEDOXz4cJWotoiICHbv3s3du3eJjo6WBGYCgUAgeHKEMEcgEAgEAoHgBULd3lXV8fT1119XmU+9mq+yEKCm1cbV8SBXB1WFV4MGDWjevDl//fUXhw8fZvHixQ9dn+DFQz12Jycnhx49egCa0Tw1oXIFvercUp8+ZsyYKh1Vr2rF6Y0bNwgMDKR+/foEBwfj4uJSxc3hzJkzjBo1Ch0dHfr168e8efMeud4BAwZQXFyMmZkZDg4OREZG4uvrS1BQECNGjMDCwqKKVXZ1Hb7/RtTPRW9vb7y9vTU+V52LNan8VrFhw4YHbkP9XlzZol3VEas+v2panTp1iImJqfmOvYJUFzOkcm37t8awCR5Odna2RhV6amoqt2/f5u7du5w6dYq2bduipaWFo6MjycnJFBQUcO7cOVq1akWnTp2Ii4tj0qRJHDx4kCNHjjxyUE8geJFwdXVFqVRK0aD9+vWjffv21K1blw4dOlQ5Z592ZKOIF6sdVAP1pqam0sD4kSNHeO2116qd9qpQ+Z1D8OJhbm7Ozz//zMCBA1EqldXG9MD/+hoe1OeQkZGBnZ0d58+fp3nz5pibm7Ns2TJatWpFWVkZWlpaxMTESOs0NzcnMDBQ6qsoLS0lMzOzyvpV7XN3d0epVGJiYkLPnj3ZvHkzAElJSSxbtuyBcWmVnUy2bNlSJS7trbfe0oiLUzmnqEcIAtjY2NCyZUuNGEEPD48qx7Ry1KOBgcETfENPjuqZS+Uo1LJlSwCMjIwkYU1RUREAS5cuJTk5mZKSEjp37gxUuEOrisCGDx9OREQEFy5cwM/P73nvynOh8jv88+T+/fv8+OOPuLm5kZKSglKppH///nh5eXHlyhVCQ0MxNDTEw8ODgQMHEhYWViWqbfr06YSEhHDmzBnef//9KvGIAoFAIHh8hDBHIBAIBAKBQCChp6dHXl4e5eXlGp1R6ha4w4cPZ9asWdjZ2Wl0egleDtS/swYNGlSJ5nnRqvNeBm7evMnIkSOJiIhg06ZNQFU3B6gQLwUHBxMUFFQlzuhBVM53d3NzY9SoUcTHxwMVblZpaWkaVtnVdfiq2vCyolAoaNeuHaamppJL2Pjx42u7WYKngFKpZNmyZbXdDMFLhomJiUYV+o0bN7C3tychIYEVK1ZQp04d9uzZw7Jly7h//z6GhoaYmpqSl5cnRfxYW1tz7tw5Fi1a9MhBPfHbKHiRUEWJQMUg6fDhw8nJyZGcF/T09DTmf9qRjYLawdLSkpCQELKzs2nWrBnOzs7o6uqybt069PX1iYuL05imGiQXCJ41Pj4+JCQkSLHX1cX01IRNmzYxY8YMxowZQ7169Vi0aBFjx47l3r171K1bly1btmi4Ws6bN4/g4GCuX7+OTCartqAJYO7cuYwePZoPPviA3r17s3jxYgYMGICLiwva2tqYmJg8NC6tOieT6uLSqov4TkhIqDJt/vz5zJ8/X2NadSL+yu+BtcmDHIUq/z5cu3YNhULBTz/9xN69eyVBh3p/kqmpKRcvXmTjxo2sW7fuOe7F86M2v7tu3bpx9epVsrKyJKfHy5cvU15ejqGhIe3atQN4aFTbzp07Wbt2reSAJRAIBIKnhxDmCAQCgUAgEAgkBg0ahJ+fHzt27JCquirTt29fRo8eTWho6HNuneBp07RpU5KSkjSieW7fvk1ISAhDhw6t4g7ysqJQKEhKSpI6W2NjY7GyspIGYlXT4PGiqDZt2sSECRPo2rWrJMyp7OYA8NZbbxEeHs6IESMIDAykf//+/3hbNYm7guo7fF9mFAoFTk5O0v69SryqLlLqKBQKIiMjKS0tlQaUZ82ahaGhId7e3nz77bckJSXx999/ExAQQMuWLSkuLgbgzp07jB07lkuXLmFkZMSaNWuoW7duLe+RoLapXIXepk0bsrOzkcvlnD59mn79+nHx4kWcnZ25ffs2LVq0wMjIiC5dujBp0iQiIyNp1aoV77zzDh988MEjB/Xkcjnz5s3j8OHDInJOUOscPXoUJycnKRpUW1ubqVOn4uzsjEwmqxJh+7QjGwW1g56e3kNjTSp/7/r6+hriAoHgWSGTyVi1apXGtIc596o/+6r/vXTpUurU+d9wlZmZGbt27dJYT2VXy23btml8rormAzSivisLJdSdXVXvioIHU7du3Qc6CqnTtGlTGjdujJubG9bW1g9cn7e3N0lJSVWEpIInRyaT0axZM6ysrEhMTERbW5uSkhK0tLQoKCggNzcXAwMDSZxbXVRbVFQUx44d4+zZs0yYMKGW90ggEAheLbRepEqHHj16lB85cqS2myEQCAQCgUAgeAhlZWV4eXmxd+/e2m6KQFAjKgtzquNxhTkKhYK9e/eSn5/PG2+8wfHjx3FycuLatWtkZ2cTEhLCxIkTsbe3Z+jQoTRo0ID79+/j6OjIr7/++gR79T88PT0lq2z1OLwXkUmTJjFlyhQsLS1ZtmwZTZs2JS4ujnv37uHj48OcOXMICgoiNDQUMzMz5HI5e/bsoVOnTujp6eHu7i51MqqiOn744QdRyfeCo1AoWLRoEXv37mXDhg2cO3eO7777jhMnTqCtrY1cLicpKYl33nmHESNG0KtXL2xsbPjhhx9ISEigWbNmBAQEsHz5cvT19QkICHiitqjuB6tXr2bs2LEATJs2rdpK55oQHx+Pi4tLrccM/Ju5d++eFB/YuHFjunXrRlZWlkYFuup7z87O5sKFC7Rt21Zj0K42ycnJITs7Gzc3N4qKikhJSWHQoEFPdRvq57tAIBAIBC8Kx48fZ+jQofz+++8awhx49G+X6vlN/VmsuiIMwYtFVFQURkZGGuJQwZOj/p7z448/snTpUrS0tOjSpQtfffUV9vb2WFpacvz4ccLCwvDx8eGXX34hJCREI6ptwoQJZGVl4eLiwsGDB1EoFNKzdOVrVCAQCASgpaWVXl5e3qMm88oePYtAIBAIBAKBQFBBQUEB7u7ujBs3rrabInjFUSqVT32dN27cwMfHh7feeoukpCTu37/Pm2++iZeX1xPZTWtpabFixQrWrFnD/v37gQo3h4MHD+Lp6SlFCezYsQNnZ2ccHBwYPnz4U9knqKgATUtLe+FFOQAjRoxg/fr1AOzatYvU1FQWLFhAWloaKSkpXLx4scoy9erVIygoiEmTJtGlSxcAmjdvzo8//oixsTEnTpx4rvsgeDxUDlK2trYkJSVhY2MjWairUDlN1alTR6qyzcrKYtmyZcjlcuLi4rh8+fJTa9Pq1aulvx9XlAMVwpyCgoKn0STBY6Kjo8PWrVtJTEykefPmuLm5aThFKBQKaSBh1KhRJCcnvzCiHKgQ5qSkpABQVFTE1q1bn/o21M93gUAgEAheFGxtbTl58mS1A/6P+u1SPb+pP4sFBQUJUc4LTFRUFNu2bcPX11dj+qOep8PDw0lKSkKhUDzUvVn9nJk2bdqTN7gWkMvllJaWakybMWMGZWVl0nFQZ/fu3fzwww/Y2trSrVs3oMKVSKFQsG/fPslRrU6dOsTExHDkyBEpvkoV1bZv3z62bNkCwNdff82BAwdYvHix5Hal/iwtEAgEgsdH3EkFAoFAIBAIBDXGwMCAffv21XYzBK8QSqWS4OBgTp8+TcOGDblz5w52dnZcvHiR//znP0yfPl1yU5k3bx4LFy4kJSWF27dvo6uri4eHB5aWlgwYMID4+HjOnj3LrFmzqmzn5s2bjBw5koiICCluKj4+Hjs7O+bPn09wcPBjtV8ulyOXywHYvHmzxmcJCQlV5h86dOhjbedVwdHRkfDwcHJycmjZsiUXLlyQOg9ff/11zp07p+F+o+7wamZmhru7O7GxsVhaWgJgbGwsCZ8ELzYZGRnSv3379q3WAt/ExISMjAzs7OykyDZzc3P69u3L4MGDASgpKflH242NjaW0tJTx48cTHh4uXa8rV64kMzMTuVzOF198waRJkzhw4ABBQUHo6+vz66+/4u3tTV5eHocOHWLKlCmMHTuWb775hri4OIqLi1m8eDEWFhbs3r2brKws/P39CQoKYty4cdy8eZPOnTsTFRX1BEdN8E8YMGCA5B7m4OBQ2815KBcvXmTEiBGUlJRgbW1NUVERaWlpHDp0iF69erF3717kcjmbNm1i+/btkvDys88+o1u3btja2mJra0t6ejoLFy4kJiaG/Px8tm/fTps2bbCxsaFLly6cOnWK6Oho8vLypPN9/vz59OvXr5aPgEAgEAgEFahcPhISErCxsSEjI4O4uDh++eWXap/VcnJyCA8PJzY2FicnJ9atW6fxLHbr1i2cnJyQy+WMHDmSCxcuYGxszHfffceBAwf49NNPUSqVFBQUkJiYSOPGjWv7EPyrmDx5MpMnT64yPT4+HktLyyd2oFR3WXoS4f3zQKlUIpPVzDth2bJlD/zMy8sLqBB6b9269am7LgoEAoHg6SEccwQCgUAgEAgEAkGtsX37dpo3b87+/fv54YcfAPDz82PNmjWYm5ujUCj4+eef2bt3L3fu3CEsLAyFQoGFhQVhYWEMHz6cDagqXfEAACAASURBVBs2ALBp06YHCl82bdqEra0tXbt2laap3DkAUVX5jFCJqry8vBg2bBhxcXGcPn0aJycnDAwMqFevHj179sTe3p6kpCQMDQ1JS0sjLy8PBwcHMjMzyc7OZteuXRw9elSqjlywYAGjRo1i+fLlnD59GoDQ0FBcXFyYNm3aP44kEzx76tati5eXF1FRUXh4eFQ7z3/+8x9mzJiBn58fLVq0IDc3l06dOrFt2zb69u2Lm5sbR48elSpGn4Tg4GCsrKxQKBSkp6dz6dIl6TNXV1fS0tL49ttvGTduHAcPHmTVqlVAhbhOoVCQnJzMxx9/TLt27fDy8mLt2rW8++67LFmyhJCQEPbt24euri6HDh16onY+b8rLyxkwYAAuLi7cunULR0fHlyZmoCbuYeHh4bi7uz/HVlVPs2bN2Lt3LwcOHODGjRtYWVnh7OxMcnIyw4YNk37/tLS02LFjB6mpqWzfvp2FCxcCkJeXR3R0NCtWrOC///0vCQkJzJo1i40bNwLw999/8/XXX7Njxw4WLFiAj48PzZs3R6FQCFHOS0JsbCzp6enVfqbusCQQCASvCvn5+axcuZKoqCji4uI0ntWsrKweuFzlZzEV27Zto0uXLqSmptK1a1fJDQQqCii8vb1JTk5+pvv0b0CpVDJ+/HhcXV3p378/SUlJ2NvbS+93UFHMEhISQs+ePaVn6tGjR+Pq6kqfPn3466+/2L17NyNGjOCjjz7iypUr+Pj40KdPn2pFPCreeustXF1d8fDw4MaNGxrC+8zMTJycnICKwgBHR0fs7e0lR8WgoCCmT5+Ok5MTCxYseGbHR6FQ8MYbb9C/f3/pXaZPnz74+/sTGxtb7fECeO+99zSOl7qLzpo1a3B3d5cESLGxscTExLBy5UpJ3H3lypUqbTlw4MAz20+BQCAQ1AwhzBEIBAKBQCAQCAS1xqlTp+jduzeAVC2mEsmcO3cOb29vXF1dycrKkiJsPvnkE15//XVcXV1p27YtBQUFXLt2jaKiItq0aVPtdsaMGUNubi7x8fHSNJU7B8CxY8ee2T6+qtQkbiw+Pp7evXuze/dumjZtClRYaN+7d4+PPvqIixcvYmhoSHl5OVeuXMHCwoJmzZoxZcoUcnNzqVu3rhQJtnbtWn766ScAqeN1wIAB7N69m7y8PI4ePUpqaqrUASt4sbC1tWX37t0oFAq6d+9ebczQa6+9xuHDh9mxYwfJycmUlpaSlpbGmjVrSE5OJiUlhZ49e7Js2bIqMVgP4kEOTA9D5cjUqlUrLC0t0dHRkdaTmJiIXC7Hx8eHv//+u8qyWVlZzJ07F7lcTnJycrXxbC8yeXl56OrqkpqaSkZGBs7OzpLL2IMoLy+v8bEVVHDt2jX8/f2Ry+UcOHCAkydPkpOTA1Tc31TnVnZ2NhkZGfTp04dBgwZJDmFmZmbUr1+f1q1b07lzZ2QyGa1bt6awsFD6vHHjxhgbG3P9+nUADfGZ4MXnYVEsL4ow51ERM6pBRJXI6EVpt0DwrHhUxI7g4ah+2x7liFnTZ46zZ89Kzpw9evTgzJkzAMJ58ylTudAmPDycPXv2sGfPHsLCwqT53nrrLQ4cOEBcXBwlJSXk5uayf/9+UlJSHlvoHvv/7J1nVBVX24YvigW7EXvsGo1KxIYi7dCkCaKoREAERYzEbhILqGhAbCRvYlTsR8UWO1akHYlYEBUkecUSwahgRxELUub7wXfm5VAUKyaZa62s4MyemT317Jnnfp5bLufo0aMMGTKEbdu2lSnmmjlzpvguuWTJErECp3IcdvDgwfd6jJ4/f86hQ4cYPXo0R44c4c6dO2zbto0RI0aU63gVp127dkRGRlKlShVOnjwpTvf29sbS0hKFQkH9+vXf6z5JSEhISLwZkpWVhISEhISEhISEhESF0b59e06ePEm/fv1EoYdSoLN8+XKmTp2KTCbD0NAQQRA4evQoiYmJbNiwQVyHg4MDX331Ffb29mVuR01NjRUrVvDll19y//59DA0NcXR0ZNCgQVhZWYmikX8T5SmdnZOTw+DBg3nx4gV16tTB2tqa9evXU69ePWxtbWnevLkYgAgICEBPT49Ro0axbds2DAwMaN26NTKZDB8fH3R1dQHo0KEDrVq1QlNTEy0tLVFsY2RkBBQKOPr06UN2djYnT57k+PHjfPvtt5iZmREZGYmHhwerVq2iatWqzJo1izlz5nDt2jXxI7uuri6HDh16X4etQnidMuf/JFauXCna+xQUFIjX3YYNG4iMjMTLyws/Pz/atm2LTCZDoVDg7+/PzZs3SU1NpW3btmRlZfHbb7+Rnp5OcnIy165d4+zZs5w8eVIM0AA8fPgQW1tbzp8/j6+vrzi9qLAHICgoiKNHj5KTk4OBgQFQWA1IWcGnffv2uLm5iQF1ZWbrx0peXp6KzYOGhgYxMTF4eXmRkpLC9evX0dTUZMKECSUsuvz9/bl27Ro3b94kMDCQCRMmUKVKFSwtLZkxY0ZF79pHzfLly7l48SL16tWjcuXKnDt3jrS0NMzNzenYsSMZGRnIZDKWL1+Otra2eH0FBwcDhZnfHh4enDx5koYNG2JnZ8fly5dFK4OzZ88yePBgLl68SM2aNQkLC+Pp06eilVVoaChpaWmoq6sTFRX1r3y+fCiK25YNGTKkhI1KTEwMsbGxLFiwAFtbW1atWsWaNWswNDTE3NwcHx8fLl68iJaWFqGhoSrPxvJaer5rCgoKVOxCXoayip1CoSA6OhozM7P33DsJib8PRcd4/9bxnpLSxNRFpz1//hxAtDstStGxmJLWrVtz5swZ7OzsSEhIoG3btmVuR+LNKZ5oo6amRq1atQBUhPSdO3emUqVKqKurU6lSJYYPH46bmxstWrTg+++/V1mnUuiupqZGdnY2enp6Jbabn5/Pt99+S3JyMllZWQwYMKDMPmZmZtKyZUugMDlHmfCjfH/U0tJ68wNQDpRVenV1dVm1ahVdunQRj015jtfL1lf0fUZCQkJC4uPn3zvSk5CQkJCQkJCQkJCocBwcHMjIyMDY2Jh+/fqpzLOzs2Ps2LEMGTKEypUrAzB37lxSUlKQyWRMnDgRgMGDB3Po0CEGDRpU6jZkMhkBAQFoamqyY8cOYmJisLCwoEqVKuzbt4/w8HC2bt36j7Q/Km4lJZfLVUpnnzp1CplMhoGBAevWrSMrK0u0AzMwMMDX15cOHTrQunVrUbz0sgy/WrVq8ejRI3JycqhXrx6PHj0iIiKCPn36cP78eS5dukR8fDzjx48HCgMQWVlZZGVliR/T+/Tpw+LFizEwMKBKlSqkpKTQqlUrlf0q/kG9RYsW/Pe//wXg/Pnz7/24vg7p6emYmppiaGiIj48PCoWC/v37Y29vj4GBAdnZ2aWep7S0NPFcBQUF8eWXXwKFQoq/W1BTeQ+Wh7S0NNzc3IDCrM9hw4axZs0alevuVXTs2JHIyEiuXr1Kv379aN68OT/88IM4/5NPPiEyMpKaNWtiampKRkYGlSpV4uDBg1SrVo2UlJQy192vXz+MjY3x9fWlTp06AFhZWeHj40NISAgzZswgICAAMzMzLCwsSq2q8zFR3OZBR0cHS0tLVq9eTUBAAMOGDSMgIKDMzOXPPvuMI0eOkJSUhLe3NzExMUyfPr2C9+rjp1+/fmhoaKCtrc2zZ88wNDSkdu3aaGtrM3HiRD755BO0tbXR1NQURauCIDB8+HAAXrx4QUhICIGBgSQnJ7Nv3z6GDBnChQsXxG3k5+cjCAJqamo4ODjQsGFD6tSpg6ampkqW+r85CPwhKG5bprRfLGqjYm9vz+3bt/H29sbe3p5mzZqJy+/fv5/mzZsTHR3N2LFjCQkJEZ+NUVFR5bb0LA2FQoGjoyP9+/fH0NCQTZs2YW5ujp2dHbm5uQwdOhRjY2OGDh1KXl4eCoUCBwcH7O3t2bdvn2gXEhERQVBQECYmJvTq1atEFUJ/f38iIyNZuXIlGzduxNzcnAULFogWpnv27BFFZxISHxOCIDBmzBjMzMyws7Nj9+7dZd4zSoFHUlKSaFnz4MEDcnNzMTc3x9jYGCcnJ/Lz81XGeHK5HJlMxnfffYe7uzuJiYmYmJjQu3dv5s2bBxT+Vuvp6WFmZsbBgwc5fvw4vXr1wszM7JWVq/7uNGvWDCcnJ1JSUrCzs8PQ0JCjR4+WaFd0LKZkwIAB/PHHHxgbG5OcnIyTk9OH7HqFU3RMXZS3vWaKL69MtIHCd7vS3u9A9f0tPz+foUOHEhoayt27dzl9+nQJofsPP/yAQqEgISGB/v37l+hHYmIiT548ITY2lq+//rpUMZeSOnXqkJaWRm5uLlevXqVBgwZltn0fKKv0JiUlYW5urjL2Ks/xetn62rRpI04vTaD2vinrOvsQlFaR7+HDh+zatatC+iMhISFRHqSKORISEhISEhIiCoWCyMjIcgfPJCQkJN4WdXV10Te9ONbW1mL2v5KoqKhS21pZWaGtrf3O+/d3R2klNW3aNMaMGQMUCmsiIyPR0NDAysqKsLAwatasiaWlJa6urirCmtOnT9OzZ0/69OnDkydPAF6Z4de6dWu2b9+Ora0tcXFxYrWS+vXr06RJE6ysrPjss88AmDVrFn379kUQBObOnQsUCoLGjRtH586d6dGjB/fu3XvlfjZu3BhdXV2MjIzo2LEjlSpVercH8i1QBmU1NTVxc3NTCcoGBgYSFRXF8+fPS5wnUD1X9vb2PH78mOPHj2NhYVFRu1NhFL3uoPAjdlkZz8rs1yZNmtCzZ0/i4uKQyWRs376d77//niFDhgDwzTffUL16dfLy8pgzZw4ALi4u4jWtUCjEdR47dgwovGaLlpkHGDRokIowcPfu3e9ilz8IxW0ezpw5U2q7sjKXlZWBhgwZgr+/P66urri5uWFjY/NhduA9MG7cOJYsWfLKdnK5nLy8PLy8vF57G82aNaNt27Y8fPgQDQ0NGjRogLu7OwEBAaSlpWFmZkZoaCjx8fE8ePCA2rVrA9CwYUMAevbsSdWqVenevTs2Njaoq6tjYWEh3hNaWlpiUEJZjaxVq1aineP169dVstQlcc6rOXjwIL6+vowdO5aRI0e+tK1CoaB58+a0bt2a+/fvM2bMGB4+fEhaWhrt2rUr1UZl9OjR2NjYsHTpUpV1Xbhwga1btxIeHk5eXh76+voq88tr6VkWgiCwd+9e5s2bR3x8PFFRUXh7e/PDDz/QsWNHtmzZQkBAADt37qRhw4a8ePGCw4cPA4h2IVD42z19+nSuXLnC7Nmz2bRpU4lteXt707p1awICArh+/Tq+vr7Y2dmxfft2FixY8Fr9lpD4ECiFccuXL+fQoUMkJiaWec8oBWnPnz8nIiKCbdu2sXLlSqZOncr+/fvR0tLCz8+P6Oho2rVrpzLG27BhAwMGDEBfX59nz56hUChQU1PD1NSUSZMmsXPnTn799VdatmyJIAjMnDmTBQsWIJPJ/hEVX2QyGTKZTPx3y5YtkcvlAGzevFmcPmfOHHG8pkQ5Pis+FlOiFC6Wtq1/YlJGeSit2tnrVGsqvryDgwP79u3D2NiYGjVqlPp+V5zHjx/j4OBAfn4+tWrVQkdHRxRXDR48mBkzZuDt7c2jR49QV1dn1apVJdbRvn17rly5grW1Nc2aNaNp06bA/8RcgYGBYtu5c+fi4uJCfn4+X3/99Qd/V6xUqRLW1tY8f/6c4OBg/vjjD3Geq6srXbt2RVtbu8zjVZwLFy5gbm5Os2bN0NfX5+LFiwA0atSIBw8eMGjQIFauXMn58+fF8cjhw4fJz8/Hzs6uxPrS0tLw8/MjNDRUHAfv2bMHY2NjPvnkk3dzEN4DpVXkUwpzBg4cWLGdk5CQkCgDSZgjISEhISEhISEhIfG3JSUlBS8vLzGjVEKV1NRUvvjiCwDRSqqowCEpKQl7e3vU1NS4d+8ed+/eVRHWbNmyhbi4OL7++msWL15Mz549S83wA0pUvNm4cSPnzp2jZcuWKBQKMeO4qE2QlZUVVlZWKn1u1aoVmZmZAIwaNYpRo0YBqh/SlR/hi3649/f3R1NTk23btnH16tV3dgzflvIEZTMyMkqcJ1A9VwMHDmTv3r1ER0eL9mH/BEqzS1MSHR3N2rVrOXToEI0aNQKgd+/e/PXXX3z33XdEREQwfPhwmjVrRnx8vFiWvqhgpzTxTlJSEra2tiQlJTFs2DAuXrz4r7U1KG7zoKlZ+mei0iy6kpOTxedBpUqV+OGHH3jx4gUGBgZ/a2FOcVHO+7AW2bx5M46Ojnh4eODq6oqmpqZo0VE027lVq1b07NmTHTt2AJCbmwu8+hp//vw5T5484dGjR6LQTNlOmaXu7u6Ot7c3p0+fplevXu90/yqa0pINigad3oQ9e/awZcsWOnTo8NJ2BQUFKBQKDA0Nad26dYlzbWJiQmRkpNheEAQKCgr4/vvvmT17NvPnz2f27Nni/Pbt2+Pu7i7aU+Xm5hIfH6+SEV8eS8+yKCpkrF+/vvh3Xl5eCdFew4YNxWnF2bhxI5s2bRJtTF7F2wqKXsWbJpzI5XLc3d1RV1dn/vz5DBs2TAz2Svz7KC6My8nJoW/fvkDJeyYzMxMNDQ0Vi5mIiAiePHmCt7c3N2/e5Pbt27Rr14527dqVEBwrf19TU1OZMmUKT58+5eLFi9y5cwc/Pz8CAgLIy8vD19cXHx8fAgICWLNmDePGjSvV5kfiw5OYmMiZM2dKFW+W1/rvdZDL5SxevJgGDRpgbGxMQkIC+/fvF9+NZDIZN2/epH///ty+fZstW7YQEREhVjtbsmQJo0aNomvXrmhpadG3b1+CgoJ48uQJ48ePx93dnVu3buHp6cmzZ8/Q19enVatWKsvr6OiUmmhT/P2uqNhd+XdsbKxKm1cJ3f39/cW/le+Ev/zyS4ljXlTMpXxn7Nq1K3p6egQHB4v3nfI4Fe/f+0BXV1fl96joWMTHxwcfHx+V9qUdL+X/ix4HJUVFZuHh4UDJ8UjxhKeyUI6D9+zZQ+fOnUlJSWHSpElUr14dNzc3rl69SkBAwEuvs1atWrF8+XLWr1+PlpYWISEhaGlp4eHhIVaKnTp1agkL4qZNm3LgwAFsbW2ZNWtWueYbGhqydu1a0eKzV69eREREiEkZe/fuZf369QD89NNPdOvWjdWrV5eYJiEhIfGhkFJiJCQkJCQkJFQoXnpZQkLizVEoFCoBdGWp3dKQyWTk5eV9qK79Y+jQoQPHjh3D2Ni4orvyUaL8eJqTk8P8+fMJDg7m+PHjoqUVwJdffomfnx/Vq1fHycmJWrVqsWDBAvbs2UO7du1ISEhg4MCB/Pnnnyxfvpzbt2+LVkwPHz7E3NwcS0tLMZBoYGDAtWvXxIo3Fy5cwMDAgKdPn5bI9H+X+Pr6YmxsTEhIyBtVsHhfKIOyCoUCAwMDTExMSgTSlecJVK24iooBnJyc2LZtG+np6bRu3frD7cB7RlnV6fDhw6JdGhSKB/bv30+bNm1o3LgxiYmJANy7d48WLVqwePFiHBwcGDlyJJ6enlSuXFksS/8qlFmm7/ua/DtQXpuHV1l0hYWFYWRkhL6+Pi4uLh+i629EcfsPU1NT+vfvT+/evUlNTQXA0NAQ4JXWIm+DmZkZwcHBODo68uTJEzp37kxcXBzOzs4q2c4aGhrY2dlhbGyMqakp8+fPL9f6O3bsyIgRI7C3txcrPOnp6eHo6Mjx48cxNzfHwMCA69evo6Oj89b787FTUFDA1KlTiYiIwMbGhsjISHr37k3v3r1FkYxMJsPX15cePXqwatUq3Nzc6NKlC+Hh4Rw7doywsDCGDx/OsWPHCA0NpXfv3hgYGIh2Er1792bMmDF88803rFu3joEDB/Lpp59iYmKicq5L4+eff2bAgAFMmTKFffv2qWTSOzg4iFWUzMzMOHTokHi99O3bl7NnzzJ48GD2798virteh7JEXu3atRPHrAkJCaJVRtHfpaLtly1bhkKhYNWqVWWKG4tbbLyNoOh9UFBQgFwuF+3jpk2bJoly/uUohXEKhYJjx44xb968col/lf9v06YN4eHhfPbZZxw9ehQnJyexXXHBp/Lfy5cvZ+rUqRw9epS2bduKlq2rV68Wq1nVrVuXZcuWsWDBAhUhn0TFoqurW2ZFtbexj1I+k4qzc+dObGxsiI6OxsTEREXcr+TWrVvs3LmTn376iQULFuDt7S1WO9PR0eHevXv4+vryww8/YGxszNGjRzl58iQrV64EICgoiEmTJqFQKAgMDCyxfEXzsmNenP/85z8qYriPBeU3I11dXTw8PNDR0WH37t3Y2dnRvXt3bty4ARQmbAwdOpTu3btz+vRpACZMmICJiQlGRkb89ddfgOp4RC6XM2XKFKZMmYJcLmf16tWl2usVxdDQkL/++ovDhw/j6urKzJkzycnJISIiglatWrFjxw4xGUJJ8evszp07bN++nbi4OGJiYmjXrh0LFixgzpw5xMXFER0dTXp6OqBqQdy5c2dOnjxJWFiYuO5XzQdULD69vb2xtLQUK4+FhYURGxvL3r17mTt3Lvfu3SsxTUJCQuJDIlXMkZCQkJCQkFCheOnladOmVXSXJCT+MXh4eJCeno6pqSm5ubl88cUXuLm5MWnSJC5dusS6deswNTXF3d2dKlWqYGlpyYwZMyq62xJ/YxwdHRk8eDCbN2+mevXqfPnll2J22J07d9i9ezd+fn4kJCRgYmJCaGgopqam3Lhxg6ZNm9KtWzcOHDiApaUlZ86cwdraGlNTU3788UfRiqlz5870799f3GZZFW/eNx+rDYaZmRnu7u6ihUxpKM+TlZUVNWrUKLW8eq1atcjIyGDYsGHvs7tvxNtYYZZW1Qng7t27tGnThu3btwP/s+Np0KABx48fBwqtqHJzczE0NMTS0hJQzSItKxPW3d1dxQ6saJZpaVmo/2QqVapUwuZBmcVbtEpV/fr1X5q57OzsjLOzc5nb+fHHH8UgvyAIDB8+XKw68CE5ePCgaP+RmprKokWLiIiI4MyZMyxYsICQkBCV9i+zFnkbunbtKorxlBR9jiqznQE8PT3x9PRUaVu0alhp56tmzZolzmtwcLD4d/Es9Y+VonZh/v7+yGQyfvzxRwoKCnjw4AHh4eFkZWXh6uoqjquWLVsG/C/ZICcnBw8PD+rVq4elpSUbNmygc+fO1K1bl7y8PMaNG8eFCxeAwmz9WbNm0aRJE/773/+Sn5/PV199RVhYGNbW1vj5+dGqVSsmT55MXFwcN2/eZOzYsezfv18Mbn766aeoqalx9uxZYmJiAEhOTlapvFSWjYpcLicrK4tOnTrRqVMncfpPP/1UIogfGxuLXC7n7NmztGrVCltbWyZOnFjiGJbXmq04devWFUV7jRs3ZurUqcTFxam0UYq9pkyZgp6eHsbGxi8VSnfu3Jnp06fj7OzMtm3bGDx4MJMnT2b58uWv3b/ipKenq1wHQ4YMUbkGduzYwSeffML48eNJTEykVq1abNq0iczMTDw9PalXrx56enokJiZibm6Ol5cXUVFR+Pn5Ub9+fVxdXcnKykJXV5eff/4ZuVxOeHg4jx49AuDAgQPlqhT0b6C0a04mk6FQKJDL5ejo6IjVYV6FTCYjMjKyzGpu7xsHBwfGjx+PmZkZQKn3WHGKWtbs3LmTZ8+eERgYSEJCArVr16Zdu3YvXd7Ozo6xY8fSsWNHKleuDBT+3p48eZLs7GyCg4NZsWIFu3btIjs7m6lTp779jkq8E5Tj4X379tGlSxeSkpJYv3498fHxKlVmrl27xsKFC8nLy2PWrFlYW1sTEhKCXC7HxMSEU6dOoVAokMlk6OnpkZ6ezjfffMOECRPEaiMzZswgIyOD3377jR07djBhwgRxrHvgwAESExNZsWIFbdq0QVNTEy8vL+7du8eJEydUfk8aNGggViw7c+YMc+bMITc3VxSIXrp0SbSE+hC2l4Ig4OPjw8WLF9HS0sLLy4v169cjCIJYhXTt2rVUrVqV/fv3c/ToUSIjI5k8eTIDBw5ETU0NHR0dFi9ezMCBA3ny5An169fn119/FZ8n6enppVZuuXHjBmlpabRs2ZLVq1e/s30qbtVWFhkZGZw8eZKzZ88yduxYEhIS2Lp1K7/++iuTJ0/m+vXrxMXF8ejRI0aPHs3+/fsJCgqiWrVqREZGsmLFCgIDA1XGI7Vq1cLQ0BALCwvxvUhTU7NUe72iNG/eXBz3VKtWjQEDBmBlZcXkyZMpKCigQYMGCIIg/u7p6OigqamJrq4uV65cITU1lW7duolCKHV1dRX73K5du4qC+KKV+5R/16hRQxQMvWr+y7h69SpJSUliQlJZ0yQkJCQ+JJIwR0JCQkJCQkKF4qWXJSQk3p6srCzc3NyoWrUqnp6ehIeH4+Pjw86dO9mzZw+bN2/G398fDw8PfHx8qF69OhEREf8qOxWJ90OVKlXYtWsXixcvJjY2FjMzM7S1tYHCrDt9fX2ioqIwMjISM8+qVatGZmYmPj4+1KpVi7p16yKXy6lbty4eHh5iNRz4nxWTRNmUFoAvLSi7a9cuNDU1GTNmDK1bt1YJuCu5du0aQ4YMed9dfqe8ygZIWS3I1taW8+fP07NnT6BQCJKWlkZubi43b96kdu3agGpQoHXr1qSnp/Prr7+qlK2X+PjIz88Xr+eHDx++VKj2Pilu/1E8kFCcl1mLSFQcSmFoVFQUNjY2REREoKmpiZubG5cvXwZUkw3kcjmDBg0ShTI3b97k/PnzYnBJSefOnalUqRIdOnSgYcOGAKLQVMndu3dp0aIFlSpVomXLlqIwo2hwMyIiguvXr6OpqYmTkxPZ2dkEBgayePFiQkNDUSgUKBQKxo8frxJIVFNT48aNG2L1nsDAQDEoO3nyZCZNmqQSlF25ciUZGRlMnz4dPz8/0e5mwYIFhIWFUaVKFTEQ16VLF5VAvMkr2AAAIABJREFUsa6urkqwsDSBolLwqKR4cLGo2EspnixKabYbxUVhVlZW4rjkbdDW1i5xHRRPODE3N+fJkyfExsYSGhpKSEgIzs7O3Llzh8jISDQ0NDh48KAoBImKigJg5cqVODs7M2zYMLy8vDh16hRQeM63bNnCqFGjOH/+PF26dHnr/fi7IAgC/fr14/Hjx8TExKhUofjpp59KtL916xarV6+mX79+rFmzplRhTkWLcEpDTU2thMjIwcEBKFvUW1oA/uzZsyWmFR3jFRUPW1tbl7CcKS4+l8lk5RIJSVQMt27d4tSpU5w5c4b169fz448/smHDBhQKBQUFBYwbN47o6GgKCgqwsbERRRNxcXEkJCSIzxh4uUDY29sbdXV1bG1tGTBgADk5Ody6dYvTp0/j7+9P9erVGT16NPn5+dy8eZOBAwfi6emp8i5RdFy9cOFCVq9eTdOmTUWhRvv27Tl58iQWFhbimP59ihD3799P8+bNWb58OYcOHSIxMRFBENi7dy/z5s0jPj5erIpy7tw5cbmzZ88ik8nw9/dHEAT+/PNPtLW12b9/f4lvKsrKLUZGRlhZWYlJD506dWL16tX07duXhw8fUqdOnfe2n6XRtm1bqlatSpMmTfj8889RV1enSZMmoni4bdu21KhRgxo1aohjj4ULFxIVFUVubi6ff/45oDoeKY2y7PXKom7dumzZsgU/Pz+mTZsmjo+Sk5PF5Irff/+d/Px8sVJY69atOXfunHjNFBQUiPa5xsbGnDt3jnHjxgGvtmd91XxQrcj3KkvYhw8flmoTKyEhIfGhkKysJCQkJCQkJFQoXnpZQkLi7Xj8+DHDhg0jKCiIjh07kpWVhaGhIUeOHEFLS4tNmzbx66+/cuHCBebNm4eGhgY6Ojq4urpy+PDhiu6+xD8AOzs71q1bx+3bt9HX1xetkop+iC0oKCArK4usrCzxQ1afPn1YvHgx27ZtY8CAATRt2pRWrVoBZX8UkyiJsmw4FAZuFAoF9vb2KraRV65cQVtbm9q1a3Pq1Cn09fVZvXo1RkZGGBkZcfbsWYyMjMjKymLo0KElhD4fA0WtMM+ePYupqSmDBg1CLpcTFBSEiYkJvXr14ty5c9y4cYOhQ4cCYG9vz6JFi7CysuLkyZP4+/tz5MgRkpKSGDt2LEZGRri4uPD999+Xul1bW1sqV64sCndehb+/v0q1HIl/F8XtP4oHEorzMmuRjxllRZ2/O6X91hQXht6/f59BgwYhk8k4duyYaI1QNNkgLy9PDODduXOHZ8+eYWpqirm5OS9evCgR/HnZb1xR0WBaWloJ0WB6ejqZmZkIgoCxsTFPnz5FU1OTKVOmEB4eTnZ2Ni9evGDLli1YWVlx584dHj58yMWLF4mOjgYKRZgzZ87k3LlzHDhwgHv37jFo0CDU1NRwcHAgIiICHR0d8vPzKSgo4ODBg3Tp0oUjR46gr6/P/Pnz2bJlC3PnzqVXr15AYdWDatWqUaVKFbFyXkWSkpKCvb09EyZMeCfrK+06KHoNXLlyRSVbv0ePHqIYr0uXLi+1NylruX+zSDkjI4OaNWsSGxuLhoYGCoUCBwcH7O3tRYHt6dOn6datGy4uLjx79gyAkJAQevXqRUFBAV5eXpiYmGBjYwOgEmQvLm65e/cuDg4OmJqa4uPj82F2UkLiDVEKLEp7Nty7d48LFy5gYWFB3759ycjI4O7duzRv3hwNDY0SdlRFBcK2traYmJhw4cIF7ty5g0KhYOHChfTr1w8rKyseP37MwIEDqV69OgBffPEFgiDg6OhIbm4u06dPp2nTplSpUgUnJydSUlJUtjVgwAD69++Pl5eXaC87bdo0Fi1ahEwmEy26mzVrVury74ILFy6wdetWZDIZgYGB7Nq1q9SKKU2aNFERzpqYmFBQUICLiwuhoaG0bdtW/Kby448/qmyjPJVblMKXD8mrBChXrlzhyZMnpKenU6tWLe7fv49CoeC3337j+++/L9Umr7iFJFCmvV5xlMuuWLECDw8PDhw4gIaGBlWrVsXW1pa7d++KbRs0aICjoyPjx4/nu+++o379+jg5OdGnTx9MTU25fPkyU6dOZdasWfTp0weZTPZOrSJfxxK2fv36b2QTKyEhIfGu+Hgk6BISEhISEhLvjZdltBWneOllCQmJt2P79u2MGjWKTp06sX37dqKjo2nRogWzZs1iy5YtPH/+nGXLlpGYmMjixYu5ePEiTZo04cWLFxgYGIgfqyUk3pTw8HBycnJUrJJu3ryp0mbWrFn07dsXQRBEn3UDAwPGjRtH586d6dGjB/fu3auI7v8jKZ7Fr62tzX/+8x88PDwQBIF79+4RFhZGbGwsmZmZjBgxgt9++w1DQ0OVrOqPiaL7dOTIEZUKBE+fPmX69OlcuXKF2bNns2nTJu7du8ezZ8+Ij49nzJgxTJgwgR49erB582Y6dOjAiBEj2LNnD8OHD1fZTnHBgZqaGi4uLh9yVyX+xhS1/3B2dubQoUM4Ojpy9+5dNm3aVOZypVmLSLx/ateuLQoRk5OTMTU1LRGs2rx5M46Ojnh4eODq6ioGmIomG5iampKYmIhCocDT05NOnTrx4sULoHCc9jrZ/xoaGqJoUF1dnaVLl6rM19bWZtGiRUyYMIHLly8jk8nIyspi7dq19O/fn6ioKM6cOUOzZs04dOgQ7du35/HjxwwePJiNGzfSuHFjunfvTt26dXn27BnXrl1jwoQJ3L17l2PHjhEeHs7Fixd59uwZCxYs4PHjx8yZM4dvvvkGU1NTBgwYwA8//MCKFSuYOXOmKIioWbMmJiYmTJs2jTlz5rz5SXlHdOjQ4Z0KyDZv3oyDgwMjRozA1dUVExMTgoKCAFQy+I8cOQJAQkKCKMYrLYhZtGqLMsu/U6dOJCQk4OXlRUpKyr9apPzdd98RExODp6cnd+/e5a+//uLRo0dcu3YNfX19+vXrx4kTJ3BwcGDJkiU0atQIKKyYFhQURGZmJgqFgmbNmlGjRg1xvTNnziQyMpKsrCyV7c2fP5/p06ejr6/P1KlTOXHiBPr6+h90nyU+Xl632pKhoWGZzx+5XI67uzvq6urMnz+fYcOGvbaA4GVVP7S1tdHR0SE8PBwNDQ1yc3NRU1Pj+vXrFBQUiAkUSooLhGUyGYaGhgiCgJ2dHSYmJowePVqsxjN27Fjc3d3x8PDg2LFjODs7ExISgqGhIW3atCEtLQ1jY2OxmlrR4zBixAhGjBihsv1GjRqp2GsC77VKZfv27XF3d2fKlClAYQW6o0ePivPLeu7m5+eL77C6uroMGTKESZMmoa6uTt++fXF1dRXblqdyy8f4TG/WrBkjRozgypUrLFu2jLp161KjRg3MzMzEyjXFkclkzJgxg1OnTtG8eXMAevXqVS57PSsrK3x8fBg8eDCxsbEsXbqUyMjIEta2QKnvpz4+PiWElMXbvcqC+HXmF63I9ypL2NKmSUhISHwoJGGOhISEhITEvwBlRtuBAwde2q683scSEhLlx9PTkxs3boi2HV27diUoKIjz58/z+eefM2vWLGbNmkVKSgrTp0+nX79+VK1alZycHNzc3Cq49xL/FJSWVkqrJDMzM3x9fcX5VlZWWFlZqSzTqlUrMRNx1KhRjBo1ClD9rShaxl+idEr7yFvcNtLHxwd/f39cXV1xc3OjXr16YjD570LRfVq1apVKBYKNGzeyadMm1NXVSUtLIzIyEmtraw4fPkx0dDRnz54lLCyMe/fuMWPGjHJvc9myZezevZuDBw++l32S+OcxceJE0f4jLS2N5OTkEpZxyiDVq6xFpOff+8fc3JxFixZx+vTpMgOuZmZmuLu7l7BHK55s8PjxY/z8/AgNDeXgwYMsXLgQNTU1Dh48iJ2dncr5LhqoVP5dNCA0fPjwMkWD9+/fZ+3atQA8e/aMR48eoaOjQ+3atUULhXPnztGwYUPy8/Pp0qULLVu2ZOXKlWL7jIwMatSowfPnz6lTpw5ffvklJiYm1KtXj2nTphEYGMjjx4+pWbMmampqYmb/iRMnUCgUpKSkUL16dRISEqhatSpQ+FukrLzwMQYcy4tCoSA4OJi8vDxycnJYvHgxU6ZMQUNDg5SUFORyOf/9739JSkpCQ0MDa2trbty4gYaGBqmpqRw6dAgjIyNSU1Pp168fgwcPJicnB4B169aRmppKgwYNGD9+PFAoQGnQoAHz589n5syZ9OvXjzp16jB//nwEQeDJkyccO3aMKlWqIJPJ2LNnD3/++acYVP6nEhAQAEDHjh1p1KgRzZo1Y+LEiZw6dYpbt27h4+PDo0eP0NDQ4I8//hCFOUri4+Np0aIFUVFRKtfjkCFDmD17don2Fy5cYNq0aaipqZGdnY2ent5r91mhUBAZGSn2/U1ITEzkzJkzjBw5UhR3TJw4keDg4FKTnxQKBc2bN6d169ZvvM035VVWou+a10kGK87atWtLCELKIjExkYKCArHiybtGLpfj5uaGuro606ZNe2frVVaZCQwMZPLkyZibm6OmpkbHjh1ZunQpw4cPp0+fPujr61OpUqUSy5cmEO7duzceHh78/vvvODk5AYVCGlNTU/r06UPlypU/igppr4ODgwPjx4/HzMwMoNyWbfHx8cyYMYPc3FwsLCy4du0aI0eOJC8vj9atW6vYVk6dOpXhw4fz4sUL7O3tyc3NJTU1FUNDwzfqc1nPALlcTl5eHl5eXi9dvvh32KJ2xkXn1axZk23btqksu3///hLrKzqGMTAwUBE2KXmZvZ5y+UGDBjFo0CBx/seYDFH02fGyZ7GEhITER4UgCB/Nf927dxckJCQkJCQk3j2urq5CgwYNhJEjR1Z0VyQk/lXExMQIvr6+Qm5uruDk5CTIZDIhIiJCyM/PF0aMGCEYGRkJTZs2FS5fviyYmJgIubm5QkxMjDBo0CAhNze3orsv8Q+jb9++Qp8+fQR3d/eK7sq/it27dwtz584VBEEQBgwYIMTExAh9+/YVBEEQtm3bJsybN094+vSpIAiCkJOTI/To0UO4c+eO4OTkJK7jxYsXgiAIgqGh4QfuffkobZ9cXV3F+V988YWQn58vXLp0SWjRooUQEREhpKWlCS4uLoKpqakgCEKJfX7+/PmH3QmJ98qiRYvEvzMzM4V169ZVXGf+n9TUVJXrVELiXbB48WJh0aJFgqurq9C7d2/hm2++EXx9fQVBKHyGd+zYUbCwsBDMzc2Fo0ePCnXq1BHq1q0ruLu7C506dRJkMpnQqlUrITo6WujVq5fg7OwsPH36VDh06JDQsWNHoW7duoKpqalQq1Yt4fz584Kenp7QokULYc+ePULz5s0FQRAET09PoX79+oKJiYmg/NbaoEED4fLly0JqaqowfPjwijo8b01MTIxgYWEhCIIgbN26VQgKChI6duwo5OXlCYJQONZ59OiRUFBQIJibmws5OTlCnz59hOzsbOHGjRtC27ZtBUEQhOHDhwu7du0SBEEQ9PT0BEEQhCdPngiCIAgPHz4ULC0ty2zn6OgoXLhwQRAEQcjPzxf++usvYdiwYYIgCIKLi4tw/fr1934cKhrl83P06NHC77//LsTExAjW1tZCaGio0KhRI+H3338X7OzshHnz5gmrV68WatSoIaxatUqYMGGCYGZmJuzevVswNzcXXFxcxN+HWrVqCY8fPxaSkpKE2rVrC4IgiO9HEydOFBISEsTtv8l7kvK97F1hYGDwyjazZ88WIiIiSp0XFxcn6OnpCaampsKaNWsEU1NTYfDgwYKurq6wc+dOwdLSUjAwMBCys7MFQRCEOXPmCCYmJoKpqamQmpoqvHjxQjAzMxOMjIyEgQMHCnl5eUJqaqogk8kEJycnYc2aNe9sX8vDzZs3BWdnZ5Vp+fn55Vq2tGOpXDY/P18YOXKkYGxsLFhbWwtOTk5Cu3btBD09PeHs2bOCIPzvOsnIyBCsra0FExMTYdq0aSq/8zExMcLs2bNVtjdv3jzB2NhYXNepU6eE2rVrC8bGxsKGDRuE4cOHC5cvXxYePnwo2NnZCUZGRsK4ceMEQRCEdevWCV9++aVgY2Mj2NjYCAUFBa9/0IqgvKZPnjwpeHt7v9W6PnYKCgoEW1tbwcjISHx2v2/OnTsnnDlzptR55X02lPd6VrJu3Tph1apVr7XMyyjPM+d9sXTpUsHCwkJ8J30TXvf4lYeKPCYSEhISRQEShHJqYT6cbFpCQkJCQkKiwggICMDS0pLVq1dXdFckJP4RKBQK7O3tsbGxwczMjF27dome63K5HLlcTlpaGnPnziUlJYVevXrxn//8h5iYGBQKhZipGxYWhoWFBUuWLCEvL4/AwEBkMhnbt28vdyluCYnyEh4eTlxc3N8uc/Lvjrm5OYcPH8bBwUGcpqzksGzZMry9vQkLC8PIyAh9fX1cXFyoX78+dnZ2GBsbY2pqyvz584H/ZdumpKRU1O6USaVKlfj0009ZtGgRffv2JSUlhY0bN2JiYkJ6ejodOnRg3bp1YvumTZsSHh7OlStXGDp0KHXr1qVNmzbUq1cPbW3tV2aXSvx7EP7frsHY2Jj8/PxXtldWK3kVRTOS32Y9EhJFMTMzY/369WRnZ9OwYUPs7OzEeSNHjuTbb79l//79VKtWjcDAQExMTGjZsiW3bt1CXV2djIwMAL766ivU1NTE8WJgYCBVq1Zl5syZREdH07JlSwICAsjLy2Pbtm3Y29ujo6ODmZkZtWrVwtbWFoVCIVbMUVqjtmzZUqX6z9+RohXaIiMjVSq0JSUl4eDggKmpKbdu3eLu3btoaGhQvXp1mjZtira2triezp07A6ClpQUUjpNkMhkODg5cv369zHb37t2jQ4cOQKHNTLNmzXjw4AH379/n4cOHfPrpp+/5CHw8KC1hoLBKb5s2bahatSpnzpxh5syZBAcHs3XrVj755BOV5aysrGjevDnXr19n/vz53L59m0aNGonvQcWZMWMGAQEBmJmZYWFhoXJ+Xofk5GTs7e0xMDDgl19+Eb+P+Pv7o1AoUCgUODo60r9/fwwNDdm0aRPm5ubY2dkhCAIKhUJ851Mik8nIy8vj8OHDmJiY0KNHDzZs2MCLFy+Qy+VMmTKFKVOm8OzZM4YOHYqZmRnOzs7s27ePBQsWEB0djampKZmZmWzdupVvv/2W9evXc+TIEWxtbQkPDyc5OZmbN2+iUChYunQpQUFBaGpqsn//fmJjY/n888+Jjo4G4M6dO2zbtq3cFWjeFUp7M01NTZydnbGzs+P8+fNiBViFQoG/vz8PHjxAJpNhamrK+PHjCQsLIzk5GZlMRkREBDKZjO+++w53d3cSExPR0dHh0KFDWFlZceDAAW7cuIGamhoNGzZk0aJFjBkzRrzvZ8+ezaRJk1AoFAQGBr6yzxMmTODo0aNs2rSJxYsXo6enh66uLlFRUQwbNkxst3LlSpydnYmNjeXp06ecOnUKgAYNGnDw4EGaNm1awoLqdVmyZAkmJiZMnDjxH19xS1nROzY29qXVTQoKCt7ZNhMTE0utEgOF53fjxo2Ym5tjbm6OsbExTk5O5Ofnk5aWhqmpKYMGDUIulyOTyZg+fTo9e/ZkzZo1wP+eAUuXLqV3796YmpqK24qKisLW1hZbW9u3rlb3Lu0fXxcfHx8iIiJUqjmlp6djamqKoaEhPj4+CIIgVua1s7MTLQsdHBywt7cnPDyc0NBQevfujYGBgWg5qq+vz9ixY9HV1eXw4cNA4b1pYmKCkZERf/31F4BY0SgtLQ0PD49Snx15eXncunULGxsb8VwVf+ZISEhIVDTS134JCQkJCQkJCQmJN+D58+dERESwbds2Ll26VGqbzMxMIiMj2bJlCzt37sTY2JirV68SFxen8mFGJpPx008/0atXL2bPnv2hdkFCQuIDULNmTeLi4sR/KxQKdHV1VawUnJ2dcXZ2VlnO09MTT09PlWmbN29+v519Q5Rl1sPDw4mPj6d79+40aNCAgQMHMmzYMPLy8pDJZMybN08sv797924mTJjAzJkzCQgIYOfOndjY2JCUlCR+lJX451CrVi0Ve8bRo0eXe9nyWrJCYRDndSwxXsa7Wo/Ev4uuXbuSnJysMq00+8ei9pJTp05FX1//pest/hvxupYWf3cxTlGUwbykpCTMzc35448/xHldu3Zlx44dVK9endzcXCpVqkRBQQFPnz7l4cOH3Lt3T2xb1GoSICgoiKNHj5KTk4OBgUGZ7erXr8+lS5f47LPPRLsgBwcHvvrqK+zt7d/HLn9QXma/cuvWLdasWYOrqyt//vknv/zyCy4uLjx+/BgDAwN69+7NuXPnxGnOzs4sXbpUXOfEiRPx8/Pj+vXrXL58mby8PKysrGjQoAGNGzcmMjISTU1NfvvtN+B/loL169dn9+7d5eo7vNxqcN++fQQGBpYp9BQEgb179zJv3jzi4+OJiorC29ubHj16EBwcXOZ6jY2Nsba2Fsc87u7ueHh4YGhoKCZiODg4MHToUJYvX44gCPz666+sWbOGcePG0bFjR9TV1WnSpIkoBmvSpAmZmZlcuHABhUIhPksaN27MkydP8Pb25ubNm9y+fZt27drRrl07FaHah0Q5rrWwsODEiRNs27aNtLS0Eu3Onj2LTCbD398fQRBQU1NDR0dHPNeBgYEMGDAAfX19nj17xrBhw+jcuTPBwcFMmjSJ9u3bc+LECbKyskhNTcXFxYUuXbrg4+PD5MmTxXOkrq5eqp1sUYparRa/z4vy559/YmtrC0CPHj24cuUK8D/RXtOmTXn48OHrH7QiTJo0iUmTJr3VOv4uKEVcnp6e3L17l6ysLHR1dfn555+Ry+UcOnSI7OxsAgMDSUhIEJNKfvrpJ7p168by5ctZv349WlpahISEkJqaSlBQEE+ePGH8+PG4u7uzdOlSNm7ciJaWFsHBwaxcuZL79+8TExPDpk2bVPrj7e1N69at+f7773n+/DlaWlr4+fkRHR1Nu3btuHPnDpGRkWhoaLBhwwaGDBmCv78/lpaWjBw5UlzP3r17iYmJQUtLC0EQOH/+PA0aNGDLli2MGjWK8+fP06VLlw96rN8n2traREREoKmpiZubG7/88gvNmzdn+fLlHDp0iJCQEPT19Xnx4gWHDx8mPz8ffX194uLiuHnzJmPHjmX//v3cv3+fWbNmkZuby9ixY7G2tiYoKIhq1aoRGRnJihUrShXaOTg4lHh2QOFv+aRJk+jbty8FBQVER0erPHMkJCQkKhpJmCMhISEhISEhISHxBhTN1g0JCRE/4Cs/MALiB9amTZty5coVLl26RJ8+fQDVj/zFM3ElJCQk/o6Ym5uzYMECRo8eTc2aNTl79ixz5swhNzdXJXAKhUGObt26AYVBjjNnztCwYUNxmsQ/C29vb7y9vUtMLxoA9vf3RyaT8eOPP1JQUMCDBw8IDw8XAzheXl4EBwfj6upaZhDHxMREzJ5dsmQJY8aM4dixY6SlpeHv749cLkdfX5/u3btz7Ngx5s+fj7W1NRMmTCAxMZGCggI2bdpEYmKiuB5fX19q1arF1KlTyc3NxcvLq4RoTkLidbGzsyM7O5u2bdu+UpQjoYqy6tzz588JDg5W+X2ZM2cODg4OFBQU8Mknn7Bz506+++47jI2N0dXVpWHDhmWut1+/fhgbG6Onp0edOnXKbDdv3jxGjRqFmpoaAwYMYMKECQwePJjJkyezfPnyd7qvHxuNGjXC19cXAA0NDerUqcPBgwdV2pQ2rahQRlmpTCm+UaIMrhb/+11SVEihpqZGbm4uoFqZo6gopn79+uLfyiopZXHmzJkyxzwAFy5c4MyZM6xYsYLnz5/j5OTEsmXLSE9PZ+TIkdSrV09sW1xQ0r59e/r27cuSJUsAyM3NJSwsjM8++4zNmzfj6+srBpzV1SveIKF79+5Ayf0AMDExITY2FhcXF2xsbFQq0xRfPjU1lV9//ZXly5eTk5PDrVu3iI6OZubMmZiammJlZcXWrVu5du0aQUFB1KxZk5MnT2JhYUFBQQG1a9fm1q1bACUEkwDLli3j3Llz/Pnnn4waNQoofL7k5+erVK9VVobq1KkTCQkJeHl5kZKS8krhj0TpKEVcHTt2pFGjRgwbNgwvLy/xHqtTpw7btm3j3r17zJo1i9jYWDIzMxkxYgQrV65k+/btxMXFoaGhQUFBAc2aNSshiisukvH29i5TcKikvGK3zp07U6lSpRL32pw5cxgzZgyVK1fm+++/F9vCuxFvfWzcv3+fMWPG8PDhQ9LS0mjXrh27du0iPDycvLw8cWyjfLe7e/cuLVq0oFKlSrRs2ZJHjx4BhcLLBg0aAIjHaOHChURFRZGbm8vnn3+ust1X3WuXLl0SRTrq6urleuZISEhIfEgkYY6EhISEhMS/GIVCQXBwMHl5eeTk5LBjxw7q1q2Lj48PFy9eREtLi9DQUOrWrVvRXZWQ+Ogomq3bt29fMXMuOTmZL774Aij9o+q+ffsYO3asOK14u3eNIAj069ePx48fExMTo/JRSRmElALhEhIfDmV1mX8impqatGzZkkWLFuHo6MjChQtZvXo1TZs2pV27diptlUEOOzs7EhISaNu2LfBxBJQkKh5lRYOoqCgxgLN69WoWLVqEs7NzmUEcgLCwsJcGdcubmVs0C9fKyoqwsDBq1qyJpaUlrq6uYvUnCYk3ITw8/K2Wr0hLi4qmeNW5opZ0enp6REVFqbS3tbXFwcGBmzdvigLBohWElPf5rFmzmDVrlsqypbXr0KEDR48eLdEvKysrFausikYQBJX3+i+//JLz58+zYMECbG1tWbVqFWvWrCEtLY0bN27QvHnzEhZ+48ePJzExkVq1arFp0yYyMzPx8/NjyJAhKuJFS0vL97IP48aNE8UoZfHixQsGDx5MdnY2OTk5eHl5MXfuXKKjo1FXV2ft2rW0bNmS+fPnc/Fmx4F/AAAgAElEQVTiRTIyMkRrk/nz56NQKEhMTCQnJ4fw8HBu376NiYkJUGiZ0q1bN3Jzc3n27BkAT58+xcHBgeTkZHx8fMR+lDbmUYo8ANq3b4+5uTlOTk4ABAcHY2xsTHZ2Ns7OzqUKR5R06dJFtPpSU1Nj6NCh2NraihVFateuXWKcVZEox3KlCWPy8/OZO3cuUHgvDxs2rMS7sHL55cuXs3jxYjZt2sSOHTvw9PSkbdu2LFy4kLS0NKpVq4a7uzv79u0jMjKSjIwMvLy8CAgIoE+fPsybN4/mzZtjYWFB27ZtadSokcp29PT0MDY2xtjYWJxmZ2eHo6OjioDD29sbFxcXVq1axRdffEHv3r1LtZVNTEzkzJkzKlVUlLyPKnx/93f5sioRKYVZV69eJSkpCVNTU3GZ1NRUunXrJn7TUFdXL1UUV5pIpiyU92l4eHi5xG5lfbvR1dVFLpezefNm5HI5DRs2/EeLtzZv3oyjoyMeHh64urqiq6tLjRo1RCu23Nxc4uLixONXv3590tLSyM3N5ebNm9SuXRso+c3s/v37KBQKfvvtNyIiIsQKR8+fPwdURXalnYv27durCPRKe+ZISEhIVCSSMEdCQkJCQuI98rKA+IekZcuWKh8si1LUjmflypV06tSpRPnR6dOnf+AeS0h8/BTN1t25cydubm7Y2tqqZDsWR1dXlxYtWmBgYECVKlXYtWvXe+/nyyxAEhMTycvL+9t+zJOQkPj4GDRoEEOGDCEjI4Nnz57Rv39/dHV1S4h8BwwYgJubG8bGxjRu3JipU6eqWH5J/DsoLWDxsuziVwVxyqJoMOR1M3OhUITr4OAAwL1797h79y5NmzYt/45KSPxNUVoX+fr6YmhoyLFjx9izZw/GxsZ88sknFd29crFjxw6WL1/OkydP+Pnnn9/5+lNSUvDy8mLevHnvfN1vw/79+1Xe6xMTE7l9+zbe3t7Y29vTrFkzANq1a4dcLmfMmDGcPHlSXP706dM8efKE2NhYQkNDCQkJES3ViluIvAuUtmBK0tLSyMzMfOVye/bsQU9PD1dXVywtLXn8+DE3b95EoVBw4cIFgoKCGDFiBJUrV8bV1ZWaNWty4sQJNDQ0uH//PpmZmXz22WeYmppiY2PDgQMHWLx4MS4uLuzfv599+/YREhLCL7/8AsDx48f58ccfefDgATVr1iQrKwsoHNcUH/PIZDJmzJjBqVOn+Pbbbxk1ahTLli1DEASCgoLEAHZRigq4i1Ya8vX1FasVKTl79myJ5cv67lMR1KlTp4QwJj4+nhkzZpCbm4uFhQVQKJBxdHQscTzs7OwYP348HTt2pHv37qxdu5b8/Hw8PDx4/PgxycnJjB8/HnV1dfr27cvEiRNLiB6Li83gf8LGVatWlZg3ceJEJk6cCCCKqICXVoHy9/cX/9bV1S31WLyNMKf4vaHk7/4uX1YlIuW+tmrVip49e7Jjxw6gUOjx8OFDzp07Jx6TgoKCUkVxxUUyn376KTk5OaX2o3PnzkyfPp34+HgyMzPfWOz21VdfkZqaSk5ODuvWrSM+Pv4tjs7Hj5mZGe7u7uzZswcotK1NS0vDzMwMKLyXatWqJbbX0NBg7NixGBkZoa6uztKlS0tdb926dalRowZmZmZiwhsUPg8MDQ3p1auXOK20Z8e0adMYPny4KNCztrYu8cyRkJCQqEjUPialZo8ePYSEhISK7oaEhISEhMQ7Iz09ncmTJ7N169aK7kqpKBQKDh48yMKFC7l48SKLFi3is88+Y9OmTdStW1csP7po0aKK7qqExEeFQqEgMjJSJVv3Y8XNzY2IiAh0dHTIzc0lJycHBwcHZsyYQZ8+fbh//z49evQo4bUu8WrS0tK4evWq+PFJQkJCQuL12LNnD8nJycycOZOBAwcyfvx48fdVWalCJpPh5+dHaGgoCxcupFGjRri7u+Pl5SUGcYraExgZGYkWKT169CAhIYGwsDB27dqFXC4XxQXKde/cuRMnJycUCoWYmSuXy1XWY2Njw44dO6hevTq5ublUqlTpwx8siX8NRYOwZQVkKwLlvePh4YGfn59Y6Ux5rxYNVJdFUaHPy7Yh8fYsXLiwxHu9o6MjNjY23L17lypVquDv74+enh62trasWLGC6tWrk5eXR15eHjVq1OD+/ft8/fXXpKSkEBwcjK+vr/g8fhfnSqFQ8MMPP4hWM4sWLSIvL49Zs2bRoUMH9PT0uHPnDleuXMHHx4ecnBwsLS3x8/MjJSWFr776ir/++gtLS0vq1avHL7/8ItpPKYVHjRs3pn///jx48AAfHx/Cw8M5ceIE/v7+9OnTh+PHjwOwe/dufvrpJwRB4M6dO1y4cEHld0BfX58TJ05ga2vLkydPUFNTIzs7m+nTp6sIOCT+vSi/Eezbt48uXbqQlJTE+vXriY+P59tvv6Vr164sWbKEa9eusXDhQvFat7a2JiQkBLlcjomJCadOnUKhUCCTydDT0yM9PZ1vvvmGCRMmlPkuHxoa+repfJ2WloaVlRWnTp3CxcWFx48f88UXX7B06VLkcjlHjx5l7NixdO/enXXr1rFu3To0NDQwMzNj5syZLFu2jA0bNqClpUVISAh79+5lxYoVGBoacv78ec6dO8fw4cNVRDJVqlTBw8MDXV3dV1bhkpCQkJCQeF3U1NTOCILQozxtpYo5EhISEhIS75HvvvuOmJgYPD09+T/2zjyuxuzx4+82hSyRJCpLZCmyS6pbUZTSjGhQRDSkMfYtY2mkMX7GMBhLTJbsvoqGjMqVMrZQDU2WyqhsRUVou/3+6HWf6VaGMWYY87z/kXOf5Zyn5z4955zP+XwePnxIQUEBZmZmrFmzhu+++w5lZWXGjh2Lo6MjR44coV69ev94HSvH8bRp0wZjY2NGjx6tYD8qIiLy70UuHtq8eTMaGhooKSlhY2PDtGnTXitrXeTlZGRkEBMTIwpzRERERN4QOzs7VqxYwYULF1BVffUQ1evESejr6zN06FACAwNrXF1blZetzK28CnfJkiW4uLggk8lo1KgRBw8efPNGi/wnOXPmDNOmTaNu3bp4eHhw5cqVahFBY8eOpXHjxjg6OrJ9+3ZhQnbdunWMGjVKoS/p7u5Oo0aN6NKlC8ePH+fQoUM4OTlx+PBhVFRUyMzMxNXVFXNz85dOQhYVFTFs2DCKi4tp2LAhAwcO5ObNmy8VxgH89ttvREZGkpKSgpubG7NmzfpT10FXV/elohyRt0vVfn1RURFDhgxh0aJFfPXVVyxatAioGAdwdHQkMTERT09PUlNTgQo3i59++gmAixcv0qZNG4Xjv60o3uLiYo4ePYqtrS1Lly5l5syZjBgxgpUrV1JcXIybmxsxMTFERkby7NkzJk+ejJeXFyNHjmTYsGFoamqyatUqjI2NKS4uZvTo0eTk5Aj3fUlJCZcuXRLix5KSkoRzVxa9BQUFcerUKYqKirCwsAAqopgyMzPR0tLixo0bwnX18PAQnNpKS0vfynUQ+XC4d+8e586dIyEhgW3btrFq1Sq2b9+OVCpFJpPx2WefERMTg0wmY9CgQfTv35+QkBDi4+O5ePGiENMJFU5M5ubmPH/+HKlU+tK+/JEjR/41ztcGBgbCc6YmJ6LKIs+xY8cyduxYhW18fX0VYuR69epFQUGBwqKpbdu2VTuvXGQnIiIiIiLyLhGFOSIiIiIiIn8j8o5hx44d0dXVxdPTk/Hjx3Pu3Dn8/PxwdHTkzJkzzJo1652IcqB6HE+jRo2YMmWKgv2o3LpfRESkgsoW4/8W0tPT+eSTTyguLiYvL48HDx7UuJ1UKkUqlSpYcovUzKZNm4iPj+fnn3/G2tqamJgYlJWV2bp1Ky1btiQgIEChDGDcuHE0atSI9PR0wsPDadGixTtuhYiIiMi7o169etUizGqK8JCLAho2bPiHcRIAu3btEn5esmQJS5YsUfi8ssODPIYlIiKiWt1Wrlyp8P/o6OiXN0RE5BUcPXqU5cuXI5FIuHDhAvHx8dUigh48eEBUVBQqKips375dmJBdsWIF7u7uCn3J3r1706lTJw4ePIiamholJSWoqKgI0cmxsbGMHz+eiRMnvrROYWFh9O3bl7lz5zJp0qTXaoeBgQEDBw5k9uzZzJs3j+joaLS0tHBwcHit957S0lJB6PP5559z5coVZDIZoaGhGBgY/KlrWjlSKyQkBFNT01fG2n1IvMq50cXFRaFfL5FI+Oijj/j0009xc3Pj6tWrAKSkpGBnZ4e+vj7m5ubChHmvXr3Ytm0blpaW1KtXj127dinEC1YWL1paWr5xO7p160ZOTg4pKSl4enqipaVFs2bNkEgklJaWsm/fPlq1asXIkSPR1NQkJyeHrKwsnj59SrNmzTA3N2fBggU8ffoUTU1NUlNT6dSpExKJBCUlJUaMGIGPjw8bNmzAzs4OPT092rdvX60egwcPxsrKil69etGwYUMAvvjiC1xcXGjXrp1wf86fPx8fHx/y8/NRVlZm8+bNtGrV6o3bL/LhYWRkhIaGRo2RnPJ7XR6p8+DBAx4+fIiBgQEqKirVorDkz7T09HRmzJjBs2fPSE1NrdaXT0lJYc+ePRw/flxwyHqXlJaW4unpSVZWFs2bN8fb25s1a9ZQXl6Or68vgYGBxMXFce7cOSZNmoSxsTGpqalcunSJxYsX069fP1RVVVm1ahUymYxHjx5x/PhxCgoKGDVqFCUlJXTu3Jn169cr9Mmjo6Or/S1q2bLlO70WIiIiIiIilRGFOSIiIiIiIv8At27dwtHREaiw1L958ya9e/fGw8ODgICAdxohY2ZmxhdffMGwYcMYNWqUsFpStHcVEfmw+P7773F0dKR9+/YEBwdTXl6OmpraS7PWRV6Nj48PrVu3xt3dnbVr1yKVSklJSSEoKAg/Pz+ysrIUyubNm8fjx4+Jiopi9+7dHDx4kM8///xdN0NERERERETkb8bX15elS5eyZcsW2rZtS7du3YCKvqHcyaNLly6CsAbAxMQEFxcXLl++jImJCWVlZcTGxpKUlIS9vT2ffvopFhYWGBkZ0bt3byGq5+uvvyYgIIDy8nJKS0vx8/OrsU7p6emCS5SZmRm3b98WPisvL/9DR5SoqCh69eqFv78/Pj4+PHny5LXee4YMGSIcIygoiDp16hAVFcXGjRsJDAys8Vwvi/MKCwvDxMSERo0avVaM1vvIX4kqe5Vzo5KS0kv79AcOHABg//79jB49WhAJgKLYcd26dQr7NWzYUBBKVhUvvinKyspoa2tjamrKDz/8QFBQEPn5+eTk5FC7dm2UlZVp3bo13bt3x9nZmePHj9OzZ0/q1avHvXv3UFdXx8nJiRUrVuDp6YmxsTH+/v7VnJk2b96Mqqoqy5cvF0Q2lYWaCxcuZOHChQr79O7dm0uXLimUNWnShEOHDr2Vtot8mFR+dpaXlyuUye/148ePo6KiQklJCUpKSty5cweZTKbg6HTv3j3h5++//545c+YgkUgwMzNjz549tGjRQujLyx2yunfvjoGBgRDl9q44dOgQHTt2ZPfu3SxdupTc3FyKi4uJjIwEEJ73X375JYcPH0ZLSwtDQ8Maj3XkyBECAwOJjo5m0KBBnDhxAlVVVTw8PLhx44bQJ1+6dCnJycnV/hZt3LjxH2u3iIiIiIjIqxCFOSIiIiIiIv8ArVu3JiEhgU6dOnHx4kXGjx9PYWEhwcHBDB8+nG3btjFmzJh3Vr83WS0pIiLy76C4uBipVErTpk25desW7dq1E1bYZWVlERwczC+//EJhYSG//fYbhoaGwkBecHCwYAO9evVqYRJJRJGUlBSkUqng8tCsWbMay6DCQU1ZWZnmzZtz8+bNd1RjERERERERkX8SLS0t1q9fT3Z2Nt7e3sJ7QeWIoKoCjSNHjtC3b1/69esnTGY+fPiQH374gV69erFmzRqaNm3KzZs3efr0KRs3biQmJobk5GTmzp37yrjSVq1akZycjKOjI0lJSbRt25bk5GQAkpOTFaLdKqOmpsbt27exs7MDKhwd8vPzkUqldO3alVu3blG7dm3atGlDWVkZtra2FBQUYGVlRWZmJlFRUQwZMoSEhASaNWuGiooK9+/fJy4ujqtXr1JQUED9+vXp0qULpqammJiY0LRpU7Zt28bTp09ZtmwZ7du3V4jUKiwspF+/fkgkEgWXhh07dhAXF1fNdUFTU/Ov/UJfglQqZeXKlZSWllJUVMSBAwdYu3ZtNSehyrFlxsbGzJ49m1q1ajFx4kSGDx+Or68vqamp1K5dm507d5KYmFitDVVdIv7NKCsrM336dEaOHImqqiqGhoYsWrRIEDOMHz+eRYsWcerUKe7evcv8+fMFIU9YWBilpaXo6ury5MkT9u7dy2effUajRo0UzuHt7U16ejr169cXhEkiIm+CVColKipKITrpVVSO2Zw+fTq2trYoKyvTsWNH1q1bx5gxY+jbty/m5uaoqakBFcIcmUwGgJOTE35+fnTo0IFGjRrh7u5OWVkZXl5e/PLLL6xZs4YpU6awdu1aGjRoQEBAwDt1vr5165aCADUhIaHGsYSCggLBQbZt27bVPjcxMQEQ3Idyc3OZNGkSeXl5ZGRkkJ2drbD9y/rgIiIiIiIi7wtvJskXERERERER+VP4+PiwZ88eLC0tUVdXp0+fPvj7+zN37lwWLVrEzp07uX///j9eL4lEwtKlS6utlhQREflwuHLlCpMmTSIhIUEY6Pfw8KBly5bo6Ogwf/58PD09UVFRISoqSpgcysnJ4fDhw8TGxhIeHk5AQMA7bsk/T0ZGBrt27SImJqbGz9XU1CgrK8PY2Bh7e3shBmz79u01lkHNKyj/i8jjCSozdepUysrKWLx4MVFRUQqfhYSEEBISQkZGBh4eHn/5/GJcm4iIiIjIP8nGjRuxsrJi8ODBeHl5Ubt2bSwtLdm1a9dL46bkfTQfHx8ePHjAsmXLaNKkCRYWFqipqaGsrEzfvn3Jz8/n5s2bfPnll0RHR1ebqHwZrq6uxMfH4+DgwL1792jSpAnZ2dk4Ojry8OHDl+7n4OAgCEMALl++jLq6Ovb29jg5OXH48GEyMzPp3Lkzz58/RyqV8vnnn3P69GkAnj9/zqZNm9DR0aF79+58+eWXWFhYcOrUKRo3bszevXsByMzMZOPGjcydOxd3d3ekUinR0dH83//9nxCpFRoayqxZs4S6yV0aYmNjhagvOUeOHMHR0fFvF7G8ePGCY8eO8emnn7Ju3TrBvWHdunUEBQUBFfE1e/fuZdy4ccydO5fw8HBOnjzJsGHDiIiIwMDAgJiYGPz8/NiwYUONbfDx8cHT0/MvtWfx4sUKbjn/NPLxCABHR0eGDh1KWVkZSUlJCrHBzZs3x8PDg3PnzmFqasrw4cMpKytj3rx57Nmzh/bt26OiosKKFSsYPnx4NVEOwLZt24iNjSUiIgINDY1/qoki7xFyl6mXIRfBvMm+8Pv9LHdiatmyJSEhIUBFzOZnn33G7Nmz+f7775k5cyZlZWVcvnyZyMhIRo8ejba2NrGxsaSlpXH+/Hmg4nm7Y8cO9uzZg0QiIT8/n4ULFxIcHEybNm0YOXIkFy5cwNbWFj8/P8rLyykvLxec2N4V8sWJ8LsAtSZ3sPr165Odnc2zZ89qXLRSte+8a9cuXF1dkUqlWFhYCC7AZWVlAC/tg4uIiIiIiLwviI45IiIiIiIifyMtW7YUrJ6PHj2q8Nm3334r/HzixIl/tF5VqbpasmfPnu+0PiIiIm+PtLQ0unbtClSsaK4ppqDqNj///DNpaWkkJiZiY2PzTur9PpCRkcGxY8cwNDSsMSbAxMSEefPmkZaWRufOnZFIJCgpKTFixAh8fHzQ1dVVKLO3t/9L9fkrcQf/Bir/XRQREREREfmQmDp1KlOnThX+7+7urvB55YggqBCQ7t27V+ijWVtb07NnT0G4KpVKadCggSCuWbZsGd27dwegtLRU4VgvQ11dnf/973+oqqoyadIkWrduzbFjx6ptJz+WfLLZzc0NZ2dn3NzccHBwQEtLiwYNGqCrq0tERAQ//PAD+vr6SCQS7t+/j0QiIS8vT5g4bdiwIU2aNKFp06bs27ePWrVqcfHiRaysrLh3754gLDI2NqZu3boAHD9+nNWrV1NeXi44P9ZETS4NTZs2rea68Hcif6c2MzNj3rx5qKmpVXNvqBpbpq2tDVQ4x6SkpLBnzx6OHz9OaWkp5ubmQHXniAYNGvyt7XgXVP6eTJs2DV9fX6BC8CC/hn90j1beTuTts3XrVsaNG/euq/HaVHWw8vPzY/r06RgYGNCkSRP27dvH7du38fb2fqWD1dmzZ3ny5AkXLlz4S3UqLi7m6NGj2NraEhMTg0wmY9CgQcTGxnLx4kVatWrF0aNHMTY2xszMjKioKFRVVYmOjsbCwkKIT4YKgd/+/fuJj49HRUUFmUyGl5cX/fr1e6eCO4CPPvoIDw8PrKysaNasGb17965xuy+++AJnZ2eMjIxeK37L1taW0aNHExYWJpTJ++Tu7u7s3bsXdXV1zMzM0NLSEvrlfxWJRCJc99dBKpViYGBA69at//K5RUREREQ+LERhjoiIiIiIyH+Uyva7rq6uDBs2DAcHBzQ1NQXrXBERkX8/rVq1IjExEUdHRy5fvkz79u2rxRS0atWKkydPAhWrnuX79ezZU7B6LykpeTcNeIds2rSJ8PBwysrK2LVrF+Xl5eTl5dG+fXt2797N9u3buXPnDsnJyfz222+sWLGC2bNns2DBAubMmUOLFi1Yv349s2fPZs6cOcKkWVlZGRKJhG3bttG/f38MDAwwMDBg8eLFNcaHVY5yKCgo4NSpU9SqVYvQ0FD09PTe8VV6PWQyGT4+Pty4cYM6deoAFQOxUVFRTJw4EW9vbyQSiYJTTnFxMcOGDaOoqAgtLS0cHBwAyM7Oxs3NjfT0dMLDw2nRogVTpkzhypUr1K9fn9DQUBo0aFBj2bhx46pFtomI/Nv40EV6IiIiFVTto2VlZdW43fz58/Hx8SE/Px9lZWU2b9782udwcnLi6dOnGBkZCQKQ10FdXZ0jR45UK58+fTq1a9cmOzubUaNGMWbMGL777jug4l0yKyuLunXrUl5ezpIlS9iyZQtjxoyhoKCAkJAQNm/eLLSz8nMuKCiIU6dOUVRUhIWFBYCCS4IcuUuDk5MTFy9exMjICPhnHQsTExOFf8eMGUNOTk61a1C5bUpKSuTm5tK4cWNkMhnGxsaMHj2aGTNmCPvEx8dXa0NN7f+QWLVq1buugkgV/m3CHKhwsDpx4gR79+5lyZIlyGQy1NTUSEhIQCKR4OzszLVr1zA2Nmbjxo0UFxdz4sQJUlNTmT17NoGBgXTq1IkOHToQFRVFjx492LJly2ud+8qVKyQkJODt7S2UdevWjZycHFJSUgTxzIMHDwgMDKRx48ZcunSJH3/8EW9vb1RVFafu5OJLOenp6XTr1k0Q+f3Zd8OwsDCsrKxqdJiCijHD8+fPo6OjQ61atYiMjGT79u0EBwezYcMGlixZQmRkpPB8q4yamprgfianbdu2xMTEYGtry4EDBwgMDGTOnDkkJCRQWFgoLGKp7GoqF9p5eXkJZfKxjMrExsYKPw8ePBgNDY0/FTX2tpFKpfTr108U5oiIiIiIVEMcyRERERERERERVkseP34cHR0dsfMoIvIB4erqypkzZ3BwcCAvL0+wi64cU9C7d2+Kioqws7Pj+vXrADRp0gQnJyesrKywsbHhq6++epfNeCf4+Pjw8ccfM3r0aLp37469vT1nzpxBX1+fWbNmkZycrFC2fv168vPz0dPTY82aNZiZmbFu3Tp8fHzIzs4mPT2dDh06EBMTw7lz51BXVycqKgpjY2Pg5fFhlaMc4uPjOX36NCdPnhRWXUulUhYsWKBQ94yMDIUBzHdNeHg4Ojo6nDp1ih9//BGA4cOHExcXJwiRqhIWFkavXr2IjIykXr16Qvnjx4/Zt28f06dP5+DBg1y4cIHCwkJiY2P55JNP2LBhQ41l58+frxbZJiLytsjOzsbGxoZ+/frh6+uLVCrF2dmZQYMGYWtry6NHj8jIyMDGxoYhQ4bQp08f0tPTAQgODsbS0hJLS0suXboEVHw/rK2tsbe3p6CgAKhwWBg1ahRff/31O2uniIjIP0fVPpqtra2CE46npycrV67E1dWV/Px8QkJC2LdvH2PHjmXbtm0kJSVRXFzM4MGDsbGxYfjw4dXOcfz4ceLj41/6t/jPUjmya+LEiYJ7oI2NDT/88AMAOjo6uLq6MmXKFGbPno2xsTE3b95k4MCBQnxLVQYPHoyVlRX+/v40bNgQqIh48fX1VYh6+uijj7h69SpWVlYkJyczdOjQt9KuP4OamhoDBw5k/fr1+Pn51XgNKhMUFISzszM2Njbs378fFxcXMjIysLW1xdbWtkaHGKhwiYiPj6/mviQiUpWq7yhnzpyhd+/e2NrasnXrVm7evEnfvn2xsbFh2bJlQPV3k02bNpGcnIxEIiExMfEPnyvvE5UdrFq0aEH9+vV5+vQpd+/eZdy4ccL7VmxsLKGhoWRlZaGtrS1EzHl4eHD16lWuXbuGuro6H3/88Wuf28zMTEGUAxXiGW1tbUxNTYmOjkYqlZKYmEhxcTHTpk0jNDSUyMhIiouLq4nvqgpvWrduzeXLl4UILrno6HUFe2FhYTx69Oiln0ulUmG8YOTIkUIs1L59+4iLi8PJyalGUc7LqBwHpquri7+/P/Hx8VhbW2NpaakQS/gyanrfHjJkCM7OzlhYWPD06VM2bdrEjh07sLOzAyAgIACJRIKtrS0ZGRkALFiwAAsLC2xtbcnLy+PmzZvY29tjbW0tCHouXLhAt27dGDlypPAu/vDhQ1xcXLCxsREcvRYvXsz48ePp378/48ePp7i4mJCQEGbMmCEILEVERE+2zPIAACAASURBVEREROSIjjkiIiIiIiL/cQoKCvDw8CA3NxfgT6+WFBEReb+paUVzTSsdQ0JCqpWNHTuWsWPH/l1V+9eQk5PD2bNnycvLY+/evdSqVYu2bduSnp6uUNa7d2/atm1L3bp10dfXR1VVlRYtWpCQkMCSJUuoV68eJSUltG3bltzcXDp37gxUDNr+UXxY5SiH2bNnM2bMGBo3bkxgYKBQ/qa8ifPGm+xz/fp1+vbtC/w+qGxiYoKamtpLj1U1Yk1Ox44dUVZWpnnz5ty8ebNabMWpU6cwNDSssaxqZJuIyNsgOzubkSNHUlJSQpcuXbhx4waff/45WVlZdO7cmVGjRrF8+XJiY2P55Zdf6NixI3PnzmX58uUYGxuzdOlSOnbsSEBAAAEBAdSqVYu7d+9Su3ZtnJ2d2bt3L2vXruXXX39l6NChFBQUYGFh8a9zzhJ5f5E7lsXFxb2T6IXPPvuM7777Di8vLxYsWCC4nEDF+4mpqSlPnjwR3D7l24eEhDB69OgP2kHqjxxt7t27x4ULF4iPjycuLo6goCCGDh2KRCJh8eLFlJeXc+vWLbS1tYmIiPjbnWKgemQXgL+/v/BzRkYGLVq0qBa1JY/JelnZwoULWbhwocLnbm5uuLm5VduvqktD5Xijf0K0bGZmpuDU4O/vr3ANAIX2W1hYcObMGYXPa5rsrqkNlV0iRERehra2NidOnEBVVZUBAwbg4+NDu3bt+N///kd5eTlbtmzBx8cHLy8vysvLsbCwQEtLi9jYWB4/fsy4cePo06cP7dq1w8vLix9//JG6detibm7O/Pnz32snncoOVrq6ujx58oTt27fj5OQkuFDdvn0bKysrlJWVKS4uFsbGGjVqhLGxMWPGjKF79+5ERUUxZMgQ9u3bh7q6+ivPLXepjoiIwMzMjD179uDs7IyzszMZGRn069cPDQ0NkpOT6d27N6dOnaJVq1Z07tyZwsJCnJycsLe3Jy8vj/v376OlpcWqVav46quvePToESdPnqRx48bo6elRWFjIvHnzUFZWZt68efj6+tKiRQsGDBhAv379GD16NKqqquTk5DBgwADu3bvHxYsXuXr1KiUlJZSVlXH//n309fWZPHkyhw4dIioqCnV1dfr06UNOTg4HDhxg5syZnDp1iqZNm9KtWzdevHjB7t27+fjjj/ntt98oKipi+fLluLq6MmrUKEpKSujcuTPr169n06ZNxMfH8/PPP7NlyxYWLFjAzp07mTBhAmvXrmXFihW0atWKLl26YG5uTvfu3YmLi+Orr75i4MCBgOK97OHhwY0bNwA4cuQIgYGBREdH4+PjQ+vWrVm6dCnJyclkZWUhlUpJSUkhKCiIiRMnkpaWRnx8vPB38dNPP2XLli3o6+szYsQIMjMzCQgIICwsjEaNGmFoaAjAV199xbx58zA3N2fOnDlCf7JTp04EBwdjb2/Ps2fP3ptIMZGaeZ+fWSIiIh8+H27PVUREREREROSVPHnyBE9PT4KCgoiPj3+rqyVFRERE/u3IY/0aNmyItbU13t7e5OXlkZWVxerVq6uVffPNN8DvcQnl5eUoKytjY2ODp6cnGhoaDB06lPLyclq1aiXYcCclJQG/x4dJpVKkUiknTpwAFFdH2traUqdOHY4ePUqPHj3o1q0bR48eZefOnVhYWGBnZ4elpSWDBg0SVvaZmppiZWWFvr4+AwcOpH///ujo6DBp0iTGjx9P7969GTJkCHZ2dmRkZPD8+XNGjBiBra0t7u7ulJSUEBISgru7O05OTkJ9/wzGxsacPXsWQFjVWTmSoSbkMWzwe8Ra1f3Ky8uF2AqAixcv0qZNmxrLXnY8kZpdl0ReH21tbXbs2EGTJk04ePAgly5d4unTp4wbN45PP/2Ua9eukZGRwcOHD3FwcGDNmjUcPXqUa9eucejQIerWrYtMJmPYsGHk5eWxZcsWOnfuTEZGBl9//TXZ2dlkZmZiZmbGwoULa3TOEhGB35+vb4pUKiUtLe2V28lXvWdkZODh4fGXzgk1ixDkeHl5VYvvkG8fEhJSY5v/6nX4p7h37x6BgYF/uM0fOdpkZGQIIt8ePXpw8+ZNrK2tkclkjBw5kp07d2JkZISpqSmjRo0So4FERP6j5Obm4ubmhkQiITk5ma5du6Krq4unpycXLlxg+PDhJCUlMWrUKCIjI3nx4gVJSUnY2Njw8ccfk5eXx9y5cwUxio6ODr169eLatWusWrWKrVu3vuMWvpzKDlaOjo5cv36dcePG8ezZM2Gb69evI5VK2bx5M61atcLZ2Znk5GS2bt2Ki4sL6enpTJ8+nR07dnD37l2cnJz+VB3u3r3Lhg0baNeuHbdu3eLIkSMEBAQwbNgwTp48iUwmY+/evaSmpmJoaEhoaChKSkpMnToVXV1dIiIiuHfvHvfu3SMzMxNdXV3mzZtHfHw8qampHDt2jJycHH788UdSU1Np1qwZUqmUU6dOcfXqVcH1ZuXKlYIDa3x8PIaGhkgkEoYOHcq5c+eYMmUKM2bM4Ouvv6ZPnz7MmTMHCwsLPvnkE6EthoaGNGrUiNzcXLy9vbl7965wDa9du8aGDRsoKioSBDRxcXEUFBRw48YNfHx88PT0JDo6WjheWVkZa9as4fTp04SGhgoixtzcXBYuXMiPP/7Ixo0bhe0r38txcXFkZ2djYmICQPPmzcnLy1O49ikpKUilUiQSCZMmTaKgoEBhwYiSkhJKSkqkpqbi6emJRCIhJSWFrKws8vLyMDAwQFNTk3bt2gnHmzt3LhKJhOjoaLKzswGEOujp6ZGfn/+n7g+Rf573+ZklIiLy4SM65oiIiIiIiPyH2b9/PxMmTKBTp07vuioiIiIi7x0mJibcunWLGzduoKury9OnT9mxYwdNmzZlxowZmJiYEBwcLJSNGTOm2jFSU1M5ceIEv/zyCy1btiQjI4O2bdvSu3dvNmzYgJ2dHXp6erRv314hPkxFRQVbW1u++OILheO5urry66+/kpeXR2pqKpaWlly4cAErKyuWL1+OqakpSUlJwgCqTCbjzp07XL58mSVLlrBnzx5u3LhBnTp18PPzY+3ataxevZqePXtiZmYGVFjXu7i4MGLECL7//nsOHDgAVAiUqq5Cf11cXFw4cuQIVlZWaGpqvtY+rq6uuLm54eDggJaW1ku369WrF9u2bcPS0pJ69eqxa9cuGjZsWGPZ999/j52dHYaGhhgYGLxRW0TezDXpQyY3N5dBgwZRWlpK7dq1qV+/Ph07diQxMRFvb282btxIjx49ePr0KdeuXcPU1JTExESaN2/OxYsXefHiBWpqapiYmBAZGcno0aM5deoUzZo1o3379pSXl2NsbCxc87ftnCXy/pORkUFaWhq2trbVPpNKpXzzzTeUl5fj4+PDihUryM7OZu3atdja2vLxxx9TWFhIkyZN2LdvH/369ROcSCQSCVKpFKj4XoeEhHDo0CH69+9P3759Wb58OZqamsycORNHR0eF+sTExPDgwQOkUimDBg2iqKiIAwcOsHjxYq5cuUL9+vUJDQ3l4cOHjB49GnV1dQYMGMDEiROFid78/Hzat28vuMadO3cOKysrioqK8Pb2xtDQkPj4eOzt7ZkyZQqfffYZCxcuJDw8XBCpaWtrY2dnR0FBAc2bN0dTU5Ndu3Zx//59QWD7viKP8nhTWrZsKQhO5SLUsrIyIQrTzMyM4cOHM23aNJSVlbG3t2fUqFE0bdr0rdT/Tetc1S3nQ6KyO4+IyPvCrl27cHV1xcvLi/79+1NSUkJSUhL79u1DIpHQtGlTiouL+e6775g8eTIaGhpoaGjw4sULxo0bx9ixY/Hy8uLFixcAlJSU8NFHH3H58mW2b99OWloaEokEb29vfvzxR/bs2UNpaSn29vZCdNG7orKDVX5+Pu3ataNJkybo6ekJ7lNubm5YWVlhZWVFgwYNkEqlxMfHM2vWLEJDQ5k4cSKBgYE4OzuzatUqLCwsiIiIIDMzk4SEBAICAggODubevXuEh4fTokULunTpQuPGjUlJSUFXVxcNDQ1q1aqFsbExaWlpfPPNNzx8+JBnz55hZGSEn58fDRs2JDY2lsDAQNLS0ujevTsPHz7E09OT58+fc+3aNX799VeUlJTw9/fHy8uLwsJCJk+ejIODA8XFxURGRvLkyRMkEgn6+vrk5eXx8OFDGjZsiImJCfn5+TRo0ACAOnXqUFZWRrdu3UhISODgwYPk5eVx7949unbtyvnz52nbtq3C9bx165bQl+vRo4dwT9SpUwcdHR3B0TQ3N5dJkyaRl5dHRkaGIGCpysOHDzE0NERNTY2WLVsKopYmTZqgo6MDoCC2qXwvjxo1Cmtra6KiooTPy8vLFeK8jI2Nsbe3FwS9JSUlXL16lSNHjuDn5yfsY2xszLfffkuzZs0oKytDSUmJBg0akJmZiZaWluDMY2xsjIeHhyAYLi0tJTk5udrCkT8TKfahcuXKFWQyGd26dePKlSskJCTg7e3NokWL+Omnn1i7dm014fWfRSqVsnLlSkpLS1/7PVRbW1uI5fvuu+8IDg4W6hoaGoqBgQEbNmwgJCQEa2trzp07h1Qq5dy5c8yZM4eSkhLGjx8vOkuLiIi8MaIwR0RERERE5D/M2LFjyczMJCwsDFdX13ddHREREZH3igYNGlSLFqjKH02ovWpiZvPmzaiqqrJ8+XJBJFJTfFjlKIfjx48TFBTE3r17efHiBS1btuT27dv07NmT27dv06ZNG9LT09HW1gYqYriePXtG//79ycjIQCaTUV5ejqamJpqamqSnp9O5c2dUVFSElX4pKSkkJCSwceNGXrx4wYgRI2jQoMFfGjhTVlZmy5YtNX4mnxSW/7t48WLhs6oxbPB7/EPlya9169ZV266mspoi2/4LyK30K0drVCU5ORlnZ2cePXpEZGQks2fPJjU1ldq1a5OXl0dAQACrV6+mvLwcX19fcnNzWbt2LSoqKqxfv54uXboQERHB119/TWlpKQsXLqxRFPAhsmvXLoYNG8aBAwcoLCykfv363Lp1i6ZNm+Lu7k5BQQErV65k+PDh6OnpYW9vz+3bt1m7di1ff/01Tk5O/PDDDygpKTFt2jTU1NRo27Ytjx8/JjMzk27dulVzznJycmLZsmVERETg7u7+Dlsv8k8gF8LUJMwBKC4u5ujRo9ja2hITE4O1tTUrVqzAyMjoD2OM8vLycHZ2JikpCXt7exwcHDh79iy3b9/mzJkzTJkyhbVr17JkyRJq1apF//79iY+PZ9iwYTx58oRmzZrx7Nkzrl+/TnZ2Nt27d8fIyIjWrVtz+vRp2rZtS7t27bCwsGDDhg1cuXKFgwcP4uzsjEQiITAwkGPHjmFsbMy6desoLS1lxYoVlJeXExgYyLfffsvu3bu5evUqxsbG5OTkcPfuXerWrcu+ffuEmAtPT0+0tbUpKCjA1NQUNze3dy7KqTpZtHv3biHyTv48vHPnjhDl8bLYjj9CV1eXNm3a0LdvX2rVqsW2bds4f/488+fPp6SkhP79+3P79m28vb0pLS2ldevWwkTnmyCTyfDx8REEvjNmzBDc1pYuXUr//v2RSCT06NGDuLg4xo0bh4+PDzdv3sTX15eioiIGDBggOrSJfJBUjkaZOnUqK1euREVF5Y2Pt3jxYvr164e2trYwof2m2NraMnr0aMLCwnjx4gWPHj0iOTmZwYMHs2DBAtTV1VmxYgUDBw7kiy++IDw8HDc3N06fPs2sWbPIysoCoFmzZqxdu5bBgwfj7u5ORkYG9vb2aGpqCu/x+/bt48mTJ5w5c+a9i/Fp0KBBjfFvmzdvrlZWU8RcbGys8E599+5dzp49y6VLl/Dz8+PixYvs2bOHffv2MX36dO7cucNXX31FZGQkO3bsEI4hF9XMnj2bpKQkrl69yvXr12nbti2mpqZYWlqyfft2mjZtypkzZ2jevDm7d+9m6tSp7N27FwMDA9q0acO9e/cABDGPhYUF6urqDBw4kIcPHxIcHCyITE6dOiWcuzLKysoYGBiQkJDAhQsXsLW1pWvXrkybNo3ExETU1NS4ceOGsHgDoHXr1jx9+hSoEIRqaGgIn8kjwGQyWTUBzcvEKk2aNCEjI4OSkhKysrIE0VBVoYucyvfyyzAxMWHevHm4u7uzd+9edHV1kUgkKCkpMWLECHx8fDA0NBSu2f/+9z8CAwMZN24cRUVFqKmpcfDgQb744gtcXFxo166d0FefP38+Pj4+5Ofno6ysXOO9AxX91Pnz53Pu3DmFGEa5QKVNmzZC30wumJY/N+7evYurqyvm5ubVHAUr9+nksZ5Vzyv/LlYlLCwMKysrGjVq9NJr97aQyWRcuXKF0tJSunXrhpmZmXAfxcTEvNVI6RcvXnDixAn27t3LunXrKCwsJDY2lp07d7JhwwYaN26sENWnpKTE9u3bhesUFBREnTp1iIqKYuPGjSxZsoSQkBDi4+O5ePEi586dAyoiNQ8fPky9evUYMGAAo0aNolatWm+tHSIiIv8dRGGOiIiIiIjIB0TVwdJjx4794fZKSkps3LiRTz75BC0tLaytrV95DqlUyqpVq5DJZDx69Ijdu3czZswYhexoqVTKt99+S3l5ubBSZuvWrWhoaBAREQGAr6+vMOG3c+dOUlJSmDZtGnXr1sXDw0PM+xUREfng8fb2Jj09nfr16wuuNK9DmzZtqF+/PrNmzUJPTw+oiMMwNDTk1q1btGzZkufPnwNQr149lJSUiI6O5ssvv6RPnz6CZXflSK0ePXpw9epVoGIloJ2dHUOHDgUqVhaGhoaKDin/AY4cOUJgYCAxMTEYGBjw/fffc+zYMSZPngwgrMQtKyvD3Nyc+Ph4srKy8PPz4/Dhw/zf//0fMTExyGQyBg0a9EpRwIeCfJKgTZs2QMWE3Lx580hJSUFfX5/o6GiePHlC48aNuXXrFi1atODMmTO0adNGEOXIXbKmTZvGwIED0dTUpEOHDjRv3pzFixcTFRUliPRcXV2FCIb9+/f/rW2TSqUYGBjQunXrv/U8In/Mpk2biI+P5+eff8ba2pqYmBiUlZXZunUrWVlZ/PLLL1haWpKYmEjHjh1JS0tDXV2dZ8+eCTFG3bt3Z/r06cIx5d/JFy9e0LlzZ3x8fNi6dSt5eXns3buXGzduYG1tTf/+/Zk5cyaTJ0+mf//+zJ07l+DgYC5cuEDHjh3x9fVl3LhxqKurExAQQLNmzbh58yaLFi1iy5YtuLu7s3btWnR0dAQXn8DAQL788kthQq9u3bps27YNbW1tunbtirKyMurq6mhoaPDgwQNSU1OFyA8VFRWUlZVJTU0lIyMDOzs78vPz8fHxITg4mObNmzNixIh38nuqSuXJoq1btxIREUHt2rVZsGABMTExCk4E8tiOkpIS/Pz8XinMqSxOnTdvnlBuaGioIOgFOH369FtpT3h4ODo6OgQHByOTybCysuKnn34CEKIyAT766COWL1+OpaUlXl5e+Pv7s2XLFvT19RkxYgSZmZm0aNHirdTpQ+SPJlZF3h5ysbbcNeXPIJPJ+Prrr/H09KR58+aAojDn22+/fVvVVJjQflO6du0qROjKJ/afPXtGXFwcGzduJDg4GE1NTbp06cK0adMIDw9nwYIF1KlThxEjRjBhwgQWLFjAqlWriIuLo7S0lP379wvCwn79+gnn+vjjjwkPDycmJuadi/D+TgcrIyMjNDQ00NPTo0OHDigrK6Onp0dKSorwee3atalXr141MUpqairLli3j8ePHaGlp0aRJE86cOUNiYiJbtmwRXDnU1dUxNDRk3LhxxMXFceLECTp16kR+fj73798HEFwTa9euTWlpKQDTp09XEJlMnTr1pW3Ytm0bKioqFBQUcPr0aZydndHT0+PMmTM8ePCA9PR0atWqhYWFBVDhVKqsrIxEIqF+/fro6uoCFfeps7Mzz58/p02bNvj7+1cT0FQWzCxfvhwAFRUV/Pz8sLS0RFlZucaFFZWpfC/Lkf+OK3+XKwuw/P39qy2mqRoj2bBhw2rjp7179+bSpUsKZU2aNOHQoUMKZZUXlcifKy1bthQEUZWRf59resbLnxuxsbGMHz+eiRMnVtumMn8UA1oTYWFhmJiYvLEwp+p48+LFi6s5yEgkEnr16kV2djZpaWnk5uZy8uRJJkyYQFRUFLq6uiQlJSGRSLCxsaFHjx44OTkRFhbGrVu3mDFjxp+uV9euXYGKa+vv78+0adOACkenU6dOMWnSJBYvXsyoUaPw8PBg0KBBCvt//fXXREdHU1JSQocOHcjJycHAwAAVFRWFZ29iYiIuLi5AxeKnhw8fCs9/ERERkT+DKMwREREREXnnvGxAJCMjQ+jov4rKgyD/ZaoOlv4RlQcp/syEsBz55N3ly5c5ceIEqqqqeHh4CBav5eXlhIeHs2zZMs6fP090dDQ+Pj5cvnyZrKwshQm/DRs2UFhYyPLly5FIJB/05J2IiIiInG3btr3Rfh999BFbt24V3M7GjBmDv78/Q4cOxdTUlE8++QQ9PT1OnDjBxIkT0dfXx87OjoyMDC5duqQw2Tdz5kxGjRqFjo4OWlpaqKmp4ePjw4QJE1i/fj3l5eUEBQW9rSaLvEMqO+JUFdUOHz6c+/fv88svv/D48WMmTpyIjo4Oq1evxtDQkJKSEgDU1dX5/PPPmTdvXjXb+ZycHFJSUoSJ2QcPHtCmTZuXigI+JKpOEkilUoyMjLCzsxNcip48eYKuri5GRkYK77avcsmqqez48eNvuwkvRSqV0q9fP1GY847x8fGhdevWgshFKpWSkpJCUFAQ9evXp2vXroSHhzNgwAB++uknrK2tOXnyJDKZDBMTE4UYo/LycoqKikhNTQUQ4iq6dOlCeno6rVu3RkVFBUNDQ9q1a8fkyZPZtGmTgvODfEW7srIyMpmMffv2kZ+fj5KSEvfu3cPZ2Znt27eTnp7OnTt3+Omnn3B2dsbV1ZU5c+YQEBCAVCrF2dkZgGfPnuHp6cnOnTtJTEykrKyMoqIi2rRpg5KSEk+fPsXMzIzVq1czevRoTp8+jbGxMfXr1+enn35CVVVVcNlJSEhg9erV//wvqQYqTxadOHECb29vsrKyuH//Pm3btlUQ5rwstuN94vr16/Tt2xeo+N0rKSlRv359AIX7o2vXrsI9JBdWeXp6ApCWlkZQUBB6enqvHeMlkUiIiopCVfX3Yew5c+Zw48YNXFxcKC0tZfDgwWzZsgV/f/8axwYqR2q8a8Q4yH8nlWMDr1+/jq6uLj/++COhoaFcuXJFiEbx9/cnMDCQqKgosrOz8fLyoqioCBcXF+bMmcPixYvJzMwkIyODli1bEhwcTGRkJEFBQRQWFjJlyhRGjx6tcN6oqChcXFyYPXs2AJcuXeLq1atkZ2f/5WiV9evXc/nyZW7dusWECROE8sTERHr16sXt27df6bRV2d1k6NChjBo1ipKSkg/63aFym2tyd7l58yY9e/akXbt2XL58GQANDQ127tyJu7u7QmyStbU1RkZGLFiwACMjIwBB1FG7dm2OHTtWbR8lJSUiIiIIDQ0Vno1xcXFMmDCBFi1aVBOZyMUIRkZGwtjrn3WynDlzJoDgoFQZuUizMlUFNKAomJG/D48ZM6ZaJHTl995/m1Cx6mLGESNGoKGhwfjx4/Hy8qKsrIwzZ85Qp04djhw5grKyMqGhoSxZsoRLly7h7+9PXl4eDx484Ntvv6Vjx4507tyZX3/9lfnz5wvnkTvtREREsGjRInr06CGIs3744Qe2bdvG06dPWbZsGe3btycyMpKUlBTc3Nzw8vLC29ubJ0+e0KFDB9avX//KdlUdbx40aFA1BxmoGKswNzcnJCSE0tJSxo8fL/wO/fz82LNnD1KplDt37uDv74+TkxP79+8XxFp/FnmkZ2JiIp6eniQkJAC/R3yqqanxzTffUFxcjIWFBYMGDRK+s7m5uUilUk6fPs2JEycIDQ1FW1ubO3fuIJPJSEpKEs7TtWtXDhw4QN26dSkpKXnnzowiIiL/XkRhjoiIiIjIB4EozKmg6mDp34U87qR58+bk5eXh5uZWLTtavo2enh5NmjQRfn78+DEpKSns2bOH48ePU1pairm5OdOmTWPp0qVs2bKFzz77jF69ev1t9RcRERH5u8nIyCAtLe2lsSN/Bfng0vr161m7di0AHh4ef+oY8lWWpaWlnD17lrKyMiwsLGjatCmqqqrVRLG9e/d+O5UXeae8TFSbmZmJvr4+8fHx3Lx5Ey0tLdzd3YmNjSUyMhIrKytiYmLIzs4mPDycsrKyarbz2tramJqacvz4cVRUVCgpKaG4uJhp06YpiAKaNm36ri/DP4KhoWG16DBNTc3XEpz/VeRxY3JnQj09PaZPn06HDh1Ys2YNzZo1QyKRVBuQrzpZuH79ekJCQjh06BD9+/dn5cqVf3vdP1Tu3bsniAZel5rECCkpKUilUkFc36xZM1xcXIiNjcXT0xNra2vs7OxITk5m6tSpfP7559VijLy8vOjXr58g0pRPaCQlJTFgwAAOHTpEQEAAhYWFJCUl4evrS2BgoLCdkpISz549o6ysDJlMhpqaGkVFRTRs2JDhw4eTlpbG7t276dGjB7a2toSGhgoOP4sXLyYgIICYmBhyc3PR0dFh4MCB3L17Fz8/P3bv3s306dMpKipi3LhxtGjRAl1dXRo0aECtWrVQVlamb9++nD59msDAQGFlv76+PnFxcWhpaWFsbPzeiB4qTxa1atWKkpISdu3ahb+/f7WFCC+L7XifMDY25uzZswwePBiZTIZMJqOgoABAwRGi6oS+sbGxMKG8detWgL/cd580aZKCG4eurq7w/XqZMEceqfEuqCzq8PHxYcWKFULs48CBA9m0aRNbt25VcPeQT7rC7y468fHxzJ49m1q1ajFx4kSGDx9ezYlWS0vrnbTxorJF2QAAIABJREFU30BxcTHDhg2jqKgILS0tHBwchGeS3IWsZcuWLFiwgJMnTwoxNzk5OcycOZO0tDSmT5/O3r178fX1xcbGBltbWxISEjA1NaVbt240bNiQ58+fM3DgQK5du4ajoyPBwcE4ODgIArVOnToRHByMvb09eXl5WFlZMXDgQEpLS5FIJArCHDm9evVCKpVy7NgxwsLC0NfXZ/z48X85WqVXr15YWVlhZWWlUL5//36mTp3K2LFjX3nMXr164erqyowZM7C0tERDQ+O9i7H6p9HX12fcuHHcvHmzmuihamxSVUedmqgpaqkmHBwc8PX1ZdiwYa90XBH5e5H3u2r6/T569Ihhw4bh7OzM8OHDcXZ2ZsqUKWhoaNClSxeMjIyYO3cuGRkZzJ8/n+nTp9OkSROFd0I5QUFBnDp1isePH2NjYwOAu7s7Y8eOJT8/n2HDhmFra4uVlRUeHh60aNGCr776iqFDh1JaWsr169f5+eefMTc3/8P2VB1vrslBBnjt+Gt9fX0ePXpEbm4ueXl5b+ykp6amxsCBA3nx4gUHDx5k4cKFWFpaUq9ePXbt2sXhw4dZu3Ytz549E8ZM9PX1GTp0KF9++SWamprY2trSuXNnAFRVVRkzZgx9+/bF3NxcEOAsWbIEFxcXZDIZjRo1eul3UERERORViMIcEREREZF3wusMiEDFSowhQ4Zw//59du/ejZKSkuCiI5VKkUql6OnpCauTvvvuO0xNTd9x694dVQdL/65BaSUlJaRSKatXr6aoqIiSkhKio6Pp2bMnfn5+tG7dGlNTU6RSKWvWrEEmk7Ft2zZ0dHQIDw9HRUUFT09PZsyYga+vLxcuXGDcuHHs3r2b58+f4+3t/coYLhEREZH3mYyMDGJiYv6UMOd1xTynT59m9uzZb+y4U5m0tDTGjx9PYWEh3t7eNQ72iXwY/JGotkePHkK80oMHD+jXrx9SqZTk5GRsbW159OgRoaGhuLm5ATXbzisrKzN9+nTs7OxQUlKiY8eONYoC/gvUFJ3QsmXLf0SUAxAREaHgTHj+/HkOHDjAF198QWRkJPv372fhwoXMmzcPc3Nz5syZw88//wwoThY+e/ZMEHH81yfY/iqVRQNvgnziztjYGHt7eyG+oKSkhNLSUpycnISVwBcuXMDS0lKIg6gaYzRhwgTBFcHOzo7/+7//E+JtV65cydOnT1m4cCFQEdO2aNEiAgICCAgIAComgKZNm8b169dp3rw5zZo1w8bGhri4OPbv38+qVau4evUqZ8+eBSomh2rVqkVISAhffvklDg4OhIWFCS4QlQVsv/76a7W2V46CuHPnDoDgtCOPDJHj6OjIsGHD3vAqvx2ys7MZNWoUOTk5PHnyBHt7ey5dukSnTp1ISkoiLCyMTp06cf78edavX09WVhb5+fkUFRVha2tLo0aNSEhIIDMzk9DQUExMTP5yzMPbwsXFhSNHjmBlZYWmpiYLFy7E3t6e8vJy4f6A6hP6ixYtwszMjNLSUuH/Hh4ebN26FWtra27cuEGtWrVo1aoVAwYMYNOmTTx9+pQuXbpw+PBhZDIZxsbG5Obm0rZtWyZPnkxERITg5iYXAqWnpzN58mSSk5MxMTHhxYsXPHnyhH379rFx40YSExM5efIkoaGh//i1u3nzJmlpaSQlJWFra6sQ+9i/f3+2bNlCfHw858+fF747NTF37lzCw8PR1tZGJpNVe95v2LBBIdpMRJGwsDB69eqFv78/Pj4+PHnyhKysLAUXsokTJ5KWlkZ8fLwgkvv000+ZPXs2V65c4erVqyxYsIBjx45x5coVdHR0OHz4MFDhZPPNN9+Qnp7OuXPnmDRpEvn5+WRmZtK1a1fS09MBxUVM+fn5/PbbbyxZsoSSkhIhWrYm0tLS+Pbbb4XzvUm0StV3lM2bN1fbpiaHErnTtdzRBX53PKkq3FVTU2P48OF/WI9/K1WvX+X3u8qf1atXj7179yrsKxfaGRkZ/eF4V+Xr/0f7yH8nlfdxc3MT3tdfl78aWyrGnlancr9LSUlJ+Hslf6Y0b94cVVVVmjdvTmlpKfXr10dJSYmcnByuX7+Oo6Mjubm5pKamMmDAAB4/fqwQmVUZZWVlNDU10dTUFBZFHj9+nNWrV1NeXs6DBw+YO3cuXl5epKSk8ODBA1JSUrh48aLgSvg6CyOrjje/zEFGPg4tF27/ES4uLkycOFF4r3sTzMzMFN4lq8ahubu74+7urlC2a9cu4eeIiIhqx5RHiZ07d06Yn+jVqxfR0dFvXE8REREROe/HEhIRERERkf8c8gGRyMhI6tWrpzAgsm7dOiE24969exw8eJDVq1e/1NbSx8dHEIH8l0U5UNGpuXv3LlZWVgwePBiAWbNm8csvv/DTTz8JdupjxozhwYMHb+WcEyZM4MmTJwwbNow+ffrw3Xff8ezZMx49egRUdDz9/PxwdHQkKyuLFStW0LVrV3788UeaNm3KTz/9xPTp0zE0NKRbt24MHjz4jXLeRURERN4nNm3axI4dO7CzsyMgIACJRIKtrS0ZGRkA1coyMjL46KOPmDx5Mt27dyczM5OSkhLs7OywsrJi6NChwmq7rVu3UrduXb766ithgC44OBhLS0ssLS25dOnSa9ezXbt2xMbGkpCQgK+vr1D+qjhEkX8fld0YcnJycHV1RSqVYmFhgZmZGatWreLu3bu0b9+e+fPn8+DBAxYvXkxMTAza2tocOHCAlJQUnj9/DlS8S5w9e5YzZ84I7xeOjo5IpVJOnjzJunXraNeuHadPn+bnn38mNDRUoQ4fKiEhIQoTJZXJyMj40+5Wb4LcmVAikRAYGEheXh4nT57kwYMH1KtXj7p165KSksLcuXORSCRER0fX6HiYn5//t9f1feTMmTP07t0bW1tbtm7d+trPcFtbW4YPH07Xrl353//+h729Pf369aOwsFDhd29ubo6fnx9mZmZERkYCsGHDBvr06cOcOXOESb2cnBwePXqEjY0NHTp0ID4+HicnJzQ1NZFIJNjY2PDDDz9w+PBhLC0tMTc3Z+TIkcDvK4FrErpURV4PqVRK9+7dFQRkDg4OnD17lnPnzuHg4ACAhYXF/7N35nE5pf8bf1dakArpJ43KNlmnbFlKK9pI9i2EZISZGGMr6yRi0MwgSyiyJHzJkiWVyNiV7FJZUhGVKZXq6fdHr+dMK2Ym28x5/1XnOec8Z3vuc859X5/rwtXVFR8fH9auXYuDgwO//fYb165d49q1a0gkEm7fvs3Lly95+fIlvr6+/PLLL2RlZfH69WsOHDjw3udi2bJllUZmVMb8+fN5+PAhnTt3fu/1fwjU1dU5efIkv/32G8rKylhaWjJjxgxOnz7NsGHDcHNzw83NDW1tbS5evIi3tzfr168nODiYjIwM9uzZw/r169m3bx8jRowQBnaDg4MrDCx9bGRlZdm8eTNRUVEcPXq00usDYPny5Vy4cEFwa7hx4wbfffcdL168oG/fvigpKQHw6NEjVFVVMTIyIjk5GVtbW1q3bs3UqVO5evUqNWrUYP369aSnp9OrVy9evHjB48ePhagOKHleOXHiBDt37qRnz56cOXOGtm3bUrNmTeLi4jA0NMTAwIDu3btjZWX1SUQ5UDKobm9vXyb2sXfv3qSkpPD8+XN0dHSoUaNGBaeB4uLiCg5K6urqQMn5KN/eS9/BRSonISFBeGbp2LEjubm5ggvZpEmTePXqVRlXCBkZGWRkZLh79y5eXl7s2LGDuLg4IiMjsbGxEX7LBw4cICcnRzh/UmFrXFycEOV97do1dHV1hfVKKS4uZvny5fj5+REWFiZEBZbn9evXTJw4ET8/PxQVFQGEfpXIyEiuXbv2TlHOx8DFxQUNDQ00NTU/9aaIvCeRkZEkJCRUmP6+74NVLf9fpvRvPCMjg5SUFABBnFfZO5G6ujo///wz//d//yfEW8nKypKVlUVubi4FBQW4urqydetWwsLCAAgJCeHatWuMHTuWzp078/z5c5ycnJg0aRL5+fl069YNWVlZnJycyM3NZffu3axYsYKEhARGjBiBsbExly9f5u7duxgZGWFhYcGjR48A0NfXZ/To0ejr6xMTE1Ohv1nqIGNubs6wYcMq7E/Xrl0JDAxk6tSpVR6nwYMHExoa+pfFZB+a3377DVNTU9zc3D6pIFpEROTfiVgOKSIiIiLySSjfIZKVlVXBlh2gXbt21KhRAwMDA+Lj478Ii+9PibSztDTdu3cnOjqalJQUNDU1+eOPP0hLS/vbVevSKqDIyEhsbW2ZNm0adevWRUZGhv/9738sXLiQpKQkPDw8KC4uxtbWFmdnZ/z9/XF2dqZnz56cPXuWli1bIisrS3p6OqtWraKwsJBBgwaxYsWK6jgUIiIiVZCfn8/gwYN58+YNampqWFtbEx8fj6enpzCYnJaW9llVaH+JuLi40LRpU4YOHcqaNWvKVOJOmTKlQnXunDlzSEpKQkVFBVlZWSZMmCAIILZt24afnx/jxo0jLi6OtLQ0oqOj8fX1JSAggCtXrnDmzBni4uJQUFCgbdu2tGrVigYNGrBnzx7k5OQYO3Ysjx8/RltbG21tbRYuXIifn5/guvPLL7/QoUMH9PX1adeuHW3btmX27NnVflwqi2Zxc3Nj5cqV/PTTTxWcOaTXpCjYrF5kZWVZuXJlhQFyTU1N2rVrh66uLs+fPxcGpqBk8P7HH39k9OjR7Nq1S3RX+ozR09Nj9OjRQrtdUFDAxIkTWbFiBQ4ODsI8jo6OwiBiYWEhcXFxFZ613zdi4d/E0aNH8fb2xszMjLi4OC5cuPBebXhGRgZhYWHs3r2bgIAATpw4gZeXF8ePHxficyQSCS9evGD+/PkUFBQwZcoUevbsib+/P9HR0Vy+fJkLFy4AfwpzLC0tuXr1KocPH8bR0VEoYCjN2yqBPyTlnQMyMzPZv38/AwYMeOeyJiYmFZylyvNX7kOlHVs+JS9evGDSpEkkJSXx+PFj8vLyBLGQgYEBAA8ePBCuiU6dOgmuQK1bt0ZWVhYtLS3i4+OrLeYBSqq/79y5Q1BQkOAUEhERgZyc3FuXmzp1quDQ9Hcp/+4vpXnz5jRp0oQzZ86wevVqtLS02L59OxEREXh7e1NcXEynTp3Iy8ujd+/eyMnJ0bhxYyE+CyA7O5uUlBQcHR1JTEykfv36KCsro6OjQ82aNRkwYACHDh3i4sWL2Nra/qP9+CfExMQQFRXF4cOHkZWV5eXLl2zbto02bdqwYcMGjh49KohDkpKSGDt2LDdu3CA5ORkvLy9iYmKwsLAgPz+f1NRURo4cyZs3bygsLMTR0ZH+/fszevRoLl68iJeXF3Pnzq30Oe+/TpMmTYiNjcXW1pZr167RqlWrCi5kN2/e5NChQ0yZMgUouRfq6ekxZMgQrl27xoIFC3BwcOD48eMAKCkpCdfkpUuXOHPmDLVq1SIwMBCJRMLo0aOZNm0affv2rVI4079/f/r164eBgUGVUWT79u3j7t27QhzW7t27P8tolY0bN37qTfgskDrdfGrKx5sOGzaM69ev4+3tja2tLRs2bCgTW9quXTtCQ0PJzs5myZIleHl5kZaWhqKiInv37kVFRUV4B61Zsybr168vs7yxsTFLly5FWVmZGTNmfNJ293NBTk6OY8eOcenSpbfOp66uztq1a4W2RyoKrF+/PnXr1mXbtm2sWLGCyMhI5s+fj6ysLN7e3mzZsgVPT08ePnwoFKuam5sTHx/P1q1bBZcrY2Nj4uLi6Ny5M6tXr2bAgAE8fvyYqKgoiouLiY6O5uzZsyxduhRfX19SU1O5cOECV65cISAggNWrV1foby7vIFPa7alZs2ZlXBulz3zlfxtWVlaC4PSvUplLaXUwbdo0pk2bVu3rFREREQFRmCMiIiIi8omorEOkcePGODo64uTkREFBAcnJydy4cYOioiJiY2Np1qwZqqqqpKamAhAXFyesr3y1QUxMDBKJ5L06n/7tg35GRkb8+OOPSCQSRo4cycGDB/m///u/all3ZdX3Tk5OjBw5UhBOlZ6n/HmqV68eFhYWXLhwASUlJV68eEHPnj3R1dXFz8+PR48e4eTkRH5+Pvb29syaNQsbGxtCQ0OZO3cuubm5rF69Gmtra44dO4a+vj76+vrExsYSEBAgdH6LiIj8yYEDB+jevTuzZ89m0qRJlc4zYsQI3N3dsbOzIzg4uErHMpF3c/v27QrC08qmQclgVdeuXWnatCnr1q0jMjKSoUOH0q1bN5SUlNDV1WXmzJncunWLpUuX0r17d/Ly8nB3d6dPnz6Ym5ujpaVFy5YtiYqKwsPDg/DwcFRUVFBUVCQsLAxvb29yc3NJT08nJCSEqKgoMjIyGDduHAcOHODJkyecO3eO2rVrf7Rj5OPj89G+679K6U5L6fNOZZ2NpePRSrtUSDtZP1Tn5+dGZGQkPj4+FBcXC4PsW7ZsQUlJiQMHDjB69GiSk5OFQWSJRFIhohWoNKb1Y2Bvb893330nxOK5ubkxaNAghgwZIlTszp07FxcXF7KyspCVla00ygJKzvncuXM5cOAAnTp1Yvz48RXmkQ7c+/v7M3r0aGRlZVm2bBmjRo2qdBDS39+fwsJCnJ2dq3Gvqw9XV1fmzJnDsGHDUFJSIjMzkwsXLvD48WMUFBSIjo4mLy+Prl27cufOHZSVlbl48SLa2trIysqyceNGEhIS6N27N/379ycjIwMbGxvy8vJYvnw5derUwdHRkfz8fB4/fkx6ejqpqalMnz6dS5cu8fTpUx49esTLly8ZPXo0FhYWBAUFkZycTP/+/at1X//Kb/p9oog3btzIyZMnMTMzIzg4mIMHD75VAHrnzh3U1NS4dOkStra2pKSk8PvvvzN58mTGjRuHk5MTHh4enD17luPHjwsuTkeOHCEvL49x48aRlpZGgwYNCAwMFGIUPiU7d+4s807UsmVL4uLisLW15fr163Tu3JmmTZty4sQJAC5fvkyzZs2Aii4aUD0xDwB3797l7NmzPH36lDp16nDkyJF3LiORSP6yKKeyCJzy7/5du3YF/hSL169fn2PHjmFnZ8fVq1dZuHAh/fr1Y8KECXh5eXHkyBHCwsLo168fjx8/RkVFRVi3srIyX331FTt27GDBggVs3boVHR0diouLycvLY+DAgYwYMYKsrCzq1av3l/blfff3r0S4pKWlsWHDBhYtWkTfvn3p1asXSUlJLF++nICAAC5fvgyUOBquWLECa2trFBQUMDAwYO3atcyePZsBAwYgLy/PlClTuH79OtHR0WzevBkZGRm8vb3p27dvlc95/3UcHBwYNGgQVlZW1K1bF1VVVRo2bIiZmRkyMjIMHz4cFxcXdHR0MDIyQlFRkf3797NkyRKmTp1Kfn4+ffr0Yd++fUyZMgUPDw+aN2/OunXr8Pb25urVq8jIyHDu3DlcXFzIz89HSUmJI0eOoKysDFAmjkbaFzVu3DjGjRtXZltLzydtp6WiHCkNGzYUo1VE3kr5uLuYmBjS0tJwcXGhb9++6OjolIkt9ff3R01NTXBr8/f3p1atWvj5+REUFES/fv0IDg4mOjoaOTk5JBJJmeUdHR3Zs2cPurq6f7uYMjMzk/Dw8CpFvhKJBH9/f+E3Ux0C0uqksveut7nGpKWlARUFK1LRTVRUFIMHD2b69OnY2dlhZ2dHjx49OHPmDCYmJgwZMoQhQ4bQrVs3zp49i5OTE4sXL6ZFixZCUaWTkxM2NjbUqVOHwsJCGjRowE8//URYWJjQpkGJWHjRokVAiXhWSUlJiEGubu7cuYOzszNeXl7Vvm4RERGRzxlRmCMiIiIi8kmorENEVVWVZcuWERAQwPDhw+nduzcaGho4ODjw/PlzduzYgZqaGo0bN6Znz540b95cEJhI7dqXLFlCy5YtiYmJobCwUKwKAzQ0NEhJSeGrr77CyMgIBweHKgfj/wlVVd+/DU1NTTZv3kyDBg149uwZFhYWhIWF0bt3bzIzM/H29mbRokX06NEDKysrRo0axddff83du3d59OgRNWrUIDk5mcaNGwNUqOgQhTkiIhVJTEzkm2++AUoqtx8+fCh8VlxcjIyMTLVWaP9XkbpM6OnpVajEvXXrVoVpycnJwoDcw4cPSUpKokuXLuTk5GBmZkZeXh7nz59n+fLlpKamYmpqyp07d2jQoAHNmjWjTZs2WFhY8MMPP+Ds7IypqSlpaWm0aNGCFy9elDnnv//+OwkJCcTGxmJubl5mu/X09KpVlCORSHBxceH+/fvUqlULgHnz5hEWFsa3337L+PHjBRcdKZUN/oqIfGyKi4s5ePAgXl5eXLx4kVOnTuHi4sKqVato3bo1u3btwtPTk3379iEjI4OhoSHu7u64uLgAJQLyylxVPgYyMjKVDlBkZ2cLfzdo0ID//e9/ZT6vbLBQV1dXcPOoCul3+fv74+joiKys7Adx3PpY1K1bl02bNpGamsqYMWN4+vQpkydPZs+ePRw9epTVq1dz4MABdu7ciY2NDVevXuXYsWPMnDkTKHF5OXv2LLq6ukRHR2NkZERKSgrW1tbMnj1beF5u3LgxGhoa5OXl8fr1a0xMTHB0dMTS0hJtbW3q1avHtm3baNmyJXZ2duzZs+ejOeFUhjSKWHqdl44iLn2NP3r0iMDAwPcSgDo5OWFqaoqPjw96enrs3r2blStXYmFhUWGQWkNDg127djFhwgSuX79OVFQU9vb2DB8+HF9fX/bu3cvw4cM/0dH5EwsLC0aPHi28E6mpqREdHY2VlRXKysrIy8tjaGhIQEAAPXr0oE6dOuzcubPKQS/pYJyvr2+V33nu3DmmTZtG7dq1cXR0JCEhoYwTYnx8PNevX6dPnz6oqakRERGBs7Mzv/32WwVx044dO8q4JUyZMoWzZ89iZmZGt27dyty/Q0JCWLRoER07duTWrVtVOkSUf/eX8vDhQ77//nsyMjIwNTVFRUWF5s2bs2rVKtasWUNWVhahoaGoq6tz/Phx6tWrR9OmTalZs6awDllZWXr16sXIkSNJSkrCzc2N4cOHc+bMGTp06EDDhg2RSCTY29sTGBjIjRs3qnUANzIyEmNj43cKcwwMDEhPT6e4uBgHBwcMDAxYtGgREydOJDg4GFdXVyFStHbt2nTs2JHevXujqqrKvHnzUFFRYdKkSWhqanLixAlcXFxYt24daWlpzJkzh/79+7Nw4UKCgoKQl5enfv36lT7n/ZeIjIwkLCwMT09PYZqioiKHDh0S/pcKANzd3cssu2TJkjL/q6mpERoaWmZa6djK0ucPSga0y88vIvIpkMbdHT9+nMLCQrp168bEiROxsbFh7dq1lS4jdTYrKirixx9/JC4ujlevXtG/f38SExPp0KGD4LYmKytbZlkPDw88PT0pLCzE3d2dFi1alPm8sve88u69ZmZmLFq0iF9//bWMuH3s2LHUr1+f9u3b4+Pjw7hx4ygsLOTmzZvVecg+G/T09PD29qZRo0Z07NgRiUQiuHNJ3SwlEgmvX78mMzOT9PR0Ydmq4oPl5eXJz88vM01XV5fY2Fjg3WLh6qRly5afjbOUiIiIyMdEFOaIiIiIiHwwSlfDLly4EDMzM1avXo1EIuHly5eMGjWK9PR0duzYQWZmJnXr1mX27NmCut/JyQlZWVmh40z6EmZra8u2bdtQUVHhxIkT9O/fn+TkZPLz89m/fz9z585l48aNvHjxgoiICAIDA3F1dWX37t10796dwMBAateu/Z8a9HtbNMXf5X2r78vPAyUDP5GRkaxcuZIJEyawaNEiFi5ciJGREQCNGjUiKyurjM17+/btSUxMxMjIiNOnT6OoqIiioiInT54U9udDV3SIiPwbaNKkSZnK7RYtWggOZHFxcYKAo7oqtP+rtG3bljlz5pCQkMA333xToRK3fHVu7969kZGRoaioCF1dXZo2bcr+/fuxt7cXHALatGlDWFgYY8eOJSkpiby8PGRlZWnQoAFdu3Zly5YtBAcH06BBA06fPo27uzvFxcU0adJEGFi/fv06UHIddO7cmb179wIl4iCo2Ln6Tzl48CAaGhr4+fkhkUiwsLBgyJAhLFy4kF69ejF+/HhBTCvlwIEDPH/+nDNnzmBoaFhBGPZvd7oT+Txo27YtUPJM0qBBA+Hv0sLvTp06ceXKFeTk5CrEtFTljPWlIh3gPHToUAV3QmNjY1atWkVMTAyWlpY4Oztz6tQpPDw8yM7O5vvvvxfcD+fOnfupd+WdbNiwgd27d3Pnzh0aNWrEs2fPWLJkCRKJhK1bt9KvXz/27NnDsGHDePHiBdu3b8fU1JTs7GyKiopYv349V69epV69eujq6gLQtGlTIf7t9evXguvB69evSUtLo1mzZvz000+Ym5tXGi1ka2tLWFgYqqqqH+04lOd9o4hLz/8+AlDpb01TU5O2bdsiLy9f6YCSdD7pc/7t27e5cuUKGzZsIC8v77MQ5UDJO0tpZ1cAS0tLatSowaRJkwQBR/kBUTU1NQIDA4GKTkbvinkoHb8WERFBQkJCmc89PT2JjIzk8OHDJCUlAeDn58dvv/1WQdwk3RapW0Jpyt+/vb29iYqKIjMz863OS+XFEPDnPbz8sRo7dmyF5e3t7SksLCxzDKXbCjB69GhcXFxQVFQkISGB3Nxczp07J0R7HDt2jDVr1gAQERGBhYUF+/fvx8HBQYjXLO0q8DYXp7lz53L69GkUFBQICAgoE+EyatSoCu2dv78/x48fJyEhgRcvXtCwYUNycnKYNGkS165dIy8vj2fPnhESEsLPP/9MQUEBzZo1w9jYGKBSgXdISAhff/01O3fuFJ715OXlWbVqFW/evMHIyIijR49W+pwnUpaq4vckEkm1PxOLiHwKyseb5ufn069fPxYsWMCyZctYsGBBhdhS6bUfExNDTk4OUVFRbNq0ieTkZJo2bcq1a9dYEge0AAAgAElEQVSE34hEIimzvI6ODn5+fpw7d44VK1aQlpZWpt81JCQEQ0NDtLS0hHe648ePExUVxatXr3BxccHT05P79+9jaGjITz/9hKWlJerq6ty8eZPHjx8THBxMZmYmPXr0YOTIkcI9LzY2FldXV4qKipgyZYrgyK6qqsqVK1fo1asXCxYs+IhH/59hb2/PoUOHuH//Pn369GH+/Pn07t2b4uJiIb5z5syZmJiYYGBg8F7O6F27dsXJyYkbN24wcOBAoMR5y9zcnO7duwv3NhERERGRD4f4hCkiIiLyiUhKSsLR0fFTb8Yn4dChQ9ja2nLr1i2ePn2Ko6Mjx44do06dOkDJy5S0+nLt2rUsXboUgGfPnhEUFCRUT/bv3x85OTn09PSIjIzk/PnznDx5ktzcXFxcXPjxxx/ZsWOHYN2qr6/PlClTWL9+vVDxWfp7/80EBAQIopnk5GQhd/hTM3bsWJ48eSJUlJavyGjatClXrlwB4Nq1a+jq6mJkZMS6deswMDDA0NAQHx8fQZjzoSs6pPj4+Aidpe+Lv78/EokEKOmI9vb2LlNlJyLysXBwcBAqt1NTU2nQoAFPnz7F1taW58+fC/MNHjyY0NBQBg0a9Am39stFVVWVqKgogoKCcHd3JzIykoiICMFNo/w0XV1dwRb85MmT9OvXD0dHR1RVVXFwcODo0aOYm5tjZmZGYmIiw4cP5+uvvxZs8W1sbBg7dizHjh0jKyuLPn36CINvXbp0IS8vD0tLS65fv468vDwNGjTAzs4OExMTzM3NWbZs2Qc5Dvfu3RPaaGknb9u2bVFUVKxywCMhIQEPDw/k5OTeW8wgbV9FRKqLqqI4W7RoITybSKtKpTEtUPK8An8OpkZGRhIZGcm2bds+4tZ/OFJTU9m4cSPr1q0r03FvaGiIgYEBp06dKhO1Udlz+ueOm5sbgwcPxsfHh1u3bmFra4u/vz+tWrXCxcWF2NhYBg4cyO7du1FXV2f8+PFkZWVhb29PTEwMampqPHr0iMmTJ2NgYICzszO1atUSRBd9+vRh165dREZGkpGRQefOnWnRogV79+5l2LBhghtI3759hWtPRkaGESNGfLJjAlS4zhUVFStc46UH56QCUOnnJ0+eBCoKQN8We1vVfMXFxejp6TFz5kzh+irtVvG5YWdnh5GREa9fv6Zbt27vvdydO3fo27cv33///Vvnc3V1Zc+ePYwaNarM8X3X+9Dt27fx8fHBzMyMgIAAnj17BvwpMCxP+fu3nJwctWvXRktL663Coergbcfw4MGDqKio8P3331eI6Lp58yZDhw6loKCADRs2EB0dzalTpwSRm/TY3rlzh/j4eJKTk6lduzZHjhxh7dq1jB8/nnPnzrF582YAoqOjOXPmDBERETRu3BgnJydWrlzJypUrq2zvNDQ08Pb2pk6dOuTk5LBx40Z69OiBtbU1O3bsYMCAAYLb2MaNG4mOjha2X19fXxBzm5ubs3XrVrp06UJISEiZZ72QkBB69OhBt27dGDFixEd7zvuQJCUlER4eDvwpoPmrxMbGYmNjg4WFBS9fvmTx4sWYmZlhYWFBUlJSmfi958+fo6+vj6OjI8uXL2fr1q2YmZnRqVMnTpw4QX5+Pr169RLWbWFhIQqePjCRkZF4eHh8kPWWdgn8N2Nvb09SUhIWFhZYWFjg7e1N//79+eGHH4iLi+PmzZuYmZnh5eUliD2k6OnpER8fj7W1NRcvXgRKHBcHDhxI9+7dMTc35/79+2WWX7hwIaampkydOhVNTc0K/a6ZmZmCyFdHR4dz585RUFBAVFQUhoaGREREYGBgIIiZ3d3d6dChA0FBQbRp04a9e/cK784TJ07k4sWLwv1n3rx57NixgzNnzvDbb78Jv08zMzPOnj3L0aNHP8oxry5kZWXZvHkzUVFRHD16FCsrK86fP8+FCxeE4lJbW1suX77MokWLhPuav78/zZs3B/6Ml5ROa9asmXB8zMzMBEexOXPmcO7cOSIjI9HR0QH+jNbS1dUV+y5FREREqhHRMUdERERE5INRmUiiVatW9OvXj4SEBGrXrk3jxo25ffs27u7unDx5kvv37xMcHMzdu3dRV1cXsm/nzJmDnp4effr0ITc3l4SEBK5du0ZcXBwmJiYoKiqSmZnJvXv3MDY2xszMjFatWrFx40Y8PT3Jy8vjzZs3LFmyhG7duiEjI1Ohslnk4yMjI8OGDRuEiuPyYpdZs2YxZswY3rx5Q9++fdHS0gIgIyMDY2NjlJWVmTFjBnp6ep9i8yulquq60vEO1bVOEZG/g6KiIvv37y9TdVyV1fq7KrQ/Z4qLi+nTpw9//PEHERERggPBP8mgl1ZTfyikYh4p5W313d3dcXd3Z8yYMQQGBqKioiJEQJWurr969WqFdW/atIkaNWrg7e2NtrY2UCKOLF+ZXt120np6epw/f54+ffoI4pni4mKcnZ2JiYnBxsYGgAULFhAYGMgff/yBoaEhU6ZM4d69e6SmptKqVatKbc+TkpIENz0VFRUmTJjAnDlzKCgowNnZmbFjx1YavSEi8k+oW7cuN2/exMTEBE1NTWbNmoVEIqkQ01J6MLW0M9aXzl91J0xMTOSHH37g9evX3L17Vxj4/9wpH0cECGLB3NxcLCwsGDhwIBkZGWhoaFBUVMSVK1dISEhg//79hISEYGBggIqKCn5+fgCCg6i9vT36+vpIJBK0tbWJiori9u3bjBgxAjk5OcElzMrKCldXVzQ0NEhPT//kA0qVRRGXv8bHjx/Py5cvGTRoEBs3bhSEAXJyclhYWDBv3rxq2x4XFxcmTJjAunXrKC4uZunSpXTp0qXa1l+dHD9+/G8t974xD3Xr1mXdunU8ffqU8ePH06hRI6CsE2Jl6OnpYWlpKVTNFxQUsGPHjirfO8oLp6qK0PgQvO0Y3rt3jzZt2lTqfOLp6Unv3r0JCgpCRUUFoIzg7Zdffikzv5aWFk5OTmRmZlJUVFTBxWnmzJmMGTOG+vXrV4g7qqq9a9u2LWZmZvTr1w9zc3N2797N5MmTBReowYMHCwPiU6dOpWbNmlhaWgrrlT7/laayZ72hQ4eW+b+y57wvCakwx8LCokpnm3eRl5fHyZMnCQoKYu3atW+N3wPKRO29fv2asWPHkpWVxeDBg+nduzc6OjrEx8dTVFRE8+bNkZeX/xC7LvKZ8G/oh6kq3hQo4zxWWWypsrJypfeg8tFtenp6lS6/bNky4R7UsWNHHj58iJqaGrGxsTRs2JBHjx7RuHFjQZD85s0bnj17RtOmTdHU1CQyMlJwvxkyZAjx8fE8ffoUAHV1dYKCgigoKEBJSQko6SeUOhU2adKkTBsMlIlB/NypLIqvMvbu3Yuvry85OTn8+uuvwnR/f3/atWtH/fr1SUhIEMSIHh4eQnsnIiIiIvJpEIU5IiIiIh8JaWxPYWEh+fn5TJ8+XaiE+v7774mJiUEikbBjxw5SUlLYu3cvK1asID09XcgP37x5c4UOmc8ZVVXVMvEo5ubm3Lt3D0NDQ/r374+/vz/q6urcv38fgJcvXzJ16lQsLS1xcnJi+/btdOvWjRkzZnD16lVu3brFr7/+Su/evTEzM8PFxYWdO3fSvn17+vfvz+LFi1FVVWXr1q3079+fZs2aERAQgI+PDxEREcTFxREZGUlBQQH79+8nNjYWW1tbrl27RteuXT/lofpPUnoQuXSHAJTNa69sEPzhw4fC36U7gT9mRUd8fDwaGhrk5+dz5MgRBg4ciEQioWnTpixevJj58+fz4MEDGjVqRMOGDbl27Rrm5ubk5OSQlpbG77//jkQi4eHDhyxYsID4+HhcXV2FSjwPDw+cnJxQVlbm3r17LFy4kGnTplG7dm0cHR0F56gvmQkTJjB9+nRatWrFr7/+SkZGBqGhodSsWZOVK1cKUSEi1Y+dnR3Z2dk0b9680srtO3fu4OzsjJeX1yfYuuohJSWFOnXqlKmclkgkf1uU8zFJTU2t8p6fmZlJv379/vLAxPjx40lMTERFRaVCm/s+vG/nIJTYnl+5coXx48cLFtwmJiaCu09ISAgaGhoYGBhw5MgR6tWrx6BBg5CXlyckJAQvLy9cXV2xtrYmLy8PQHC6c3d3F1yHoMRNLywsDEtLS+bPn09ISAh16tShV69ejBw5EqgYvVEZVQm53odjx45RVFREmzZthM7OfyIAE/n0VBbXCQjV1aUr5qWUj2mBygdTv/TO8Le5E0rdUqRVzgC+vr7MmjULMzMzjI2NP6ijYXVSPo4oMjKSmjVr4urqyrx58/D09OTEiRPUr1+fGzduCIN3Tk5OJCQkoK6ujkQiYdu2bRQWFnL27Fnh+tHS0qJDhw4cO3ZMWP+lS5cqbMOgQYM+K9e6yuKIoKKItLSA4l0C0Kqe+aXzSD+XVn4DZVwOvvTfU3WxYcMG9u/fT3Z2NrNmzcLf3x9bW1vq16//1uUqEzf9Ff5qhEZ1c+7cOaZNm8br169JSkqiVq1amJmZ8ebNG4YPH86lS5c4dOgQXbt2RU9Pj5cvXzJ8+HDu3buHr68vqqqqdOvWjdDQUMHdJj4+nuDgYLKzs8nIyKBnz564urqSkpICQP369VFTU0NDQ4PDhw+XcYmqqr2rzO3p/PnztG3bFolEgrq6Ou3ateP48ePIyclRUFDwVveoL5XIyEh8fHwoLi7mxYsXTJo0iS1btqCkpMSBAwcYPXo0ycnJaGlpsX37dsE96Pfff6dLly6Cs01wcDBbtmwhJCQERUVF/P39BdF5eaTFWAYGBsyZMwd5efm3RkyWjto7fvw4v/zyC8XFxcIA/8iRI9m9ezdFRUWfTXzevx2p61F+fj579+5l4cKFxMTEoKKiwo4dO7h27ZrwjiK9Z5iZmTFu3Djq1atHYmIiBw8e5KuvvmLcuHE8evQIHR0dGjduDJS8J6SlpaGoqMjevXtRUVFBX1+fdu3a0aJFC86ePSs4vllYWHD8+HFRkPWeSJ32pP2uLVu2REVFhXPnzhEXF8f//d//oa2tTXh4OLa2tmRlZdGoUSP09fVRVFTEzMyM7OxsFBQUhAhRabtao0YNlJSU6NmzJ8HBwUBJDGNSUhJaWlokJCSgoaEBvN2N70tn2LBhDBs2rMw0iUQivL9ERkYKAkcRERERkc+DL1vyKyIiIvKFkZeXR2hoKBMnTuTMmTPC9KVLl3L69GkWLFjAhg0b6NKlC1euXKG4uJh9+/YxaNAgGjZs+EWJcgAsLS05duwY9vb2wrTytqUdOnQgPT0dKysr5OXlqVevHvr6+uTk5GBjY4OamhrBwcGkpaXx6tUrIQ6jNHZ2dri6unL+/Hlu3brF6NGjyc/PJyAggJcvX9K/f3+KioqIjY3FwsKC0NBQHBwcOHfuHFZWVu9V7SsiUp6ioiKePXuGjY2N0GGXmppK3759+e6773B1deXbb79FWVkZExMTtLS0cHV1ZeDAgfTq1QsdHR3c3d2F6md3d3c2b97M6dOnuXnzJk+ePAHAyMiIEydOcPToUby9vQkPD/+iKx9LM2jQIEEgcOzYMc6ePUtERAQRERFCOyFS/URGRtK5c2eio6OrzA9PTU3F2dkZExOTj7x11cfMmTOJiIigRo0aDB06FDs7O65fvy44c124cAEzMzOMjIzYunUrUNKJO2fOHDp37ixEFhw+fJiOHTsyceJECgsLAZg7dy5GRkaYm5sLVXvVydvu+X/Xyj8gIICoqCgOHz4sVBV+KAwMDAQBTGkL7pkzZ1KnTh3c3d05cuQIQUFBgsDBy8uLRYsWUatWLaytrZGVlWXo0KF07dqVEydOMHPmTEGIGRkZSXBwMP369UNZWZkrV64QExPD6dOn6dKlC+bm5qSmpgrRbO+KzoI/hVxRUVF/SZQDYG1tjZ2dXZlpoihH5L+InZ0dDg4O7Nu3r8w0aaWzgoLCJ9y6f05GRoYgGu7UqRMPHjwQXOVKty+lp1UlZBLFxyLViZubG1FRUVy9epWhQ4cSGhrK0aNH2b59uzA4V7qAQSpoqlmzJoGBgZw6dYrw8HAUFRUpKioqM7gtFUxFRkYKojvptPIRGlLBw7Jly0hOTiYmJkZwdomJiRGeraoL6fuRdOC+uLiYWrVqoaCgwObNm3FycsLU1JSgoCAMDAzIy8sjMTERJSUl5s2bh4uLC7du3WLhwoUVno1cXFyoW7cup06dwt7enoyMDABGjBhBVFQUoaGhmJqalolwed/2bsKECcLyzs7OyMrKMn36dCwtLTE3N8fNza1aj9PnRHFxMQcPHsTW1paLFy9y6tQptLS0WLVqFa1btyYqKoo2bdqwb98+XFxcGDVqFKdOncLFxYVevXoJDhrh4eFER0ezePHitwrKpPF7sbGxjBkz5q3xe1C2LV+6dCmhoaEcPHhQmG5qasqZM2c4c+YMpqamH+goiZSmdD/q2rVrycnJISoqimHDhrF+/foql8vIyGDPnj1Mnz6dffv2cfHiReTk5AgLC6NZs2bCfP7+/pw+fZohQ4YQFBQElDgnbdiwgQULFgguSXfv3hVdkv4i5ftdVVRUSEtLo6ioiB49etCuXTuaN29Ov379+OOPP1BVVWXTpk00bNgQTU1N1NXV2b9/P7Kysnz77be0a9dOWHfjxo05f/58mX6jxYsXM2LECIyNjZk8efIXda6ePn2Kubk5xsbGFaI5PTw8MDExYerUqcI9PTAwkK5du2JkZCS0c127dmXSpEnMmDGDhQsXEhYWxsaNG9m+fbvgwvb06VMGDRpEx44defLkiRBzNmTIENq3b8/+/fvp3bs3xsbG5OTkfNRjICIiIvJfQXTMEREREflIxMTEkJiYiI2NDRkZGUKcA4C5uTl37tyhuLgYKysrLly4QF5eHtHR0ezbtw8lJSW6d+8uVGF369aNjh07cvbsWZYtW4a1tTXr16/H398fU1NTLly48EGjNt6XOnXqlMlHB0hLSyM2NpY5c+Zw/vx5oWIpMDAQY2Nj4SXDzs4OR0dHIWaqsLCQu3fvcv78eXr27El4eLjQ2W1tbc2tW7fo3bt3hSozIyMjJBIJo0eP5tatW0JGOVRe2Swi8r5IK3f19fXZtGkTrVq1Qk5Ojk6dOuHn50dKSgrdunXj9OnTdOrUic2bN5OYmEj79u25f/8+PXr0AP6007179y6jRo0CSgbek5OTgT+j1lxdXfH09GTz5s1MnToVQ0PDj73L1Y6lpSXe3t5MnDiROnXq4ObmxqRJk1BQUOCnn376JJW3VSEdoCjtnFAVVVkEGxsbV3tMkEjVSJ1devbsye+//y50tEp5X3cVqXg2IyMDc3NzAKKjozlz5gyysrLV5v4grfqWumKFh4ezfv16+vbty6FDhwgMDCQvL49nz56VqRg+ePCgILD65Zdf6NChA35+fhWm6evro6+vT2xsLAEBARgYGLxzmypzyfH29i5ToXzmzBlevXrFpEmTuH79Ohs2bGDw4MHCcqW/d+rUqeTl5fHNN98QERGBg4MDTZs2xcDAgFatWgn36GfPntG6dWvGjh2Lt7c3K1euJDc3Fw8PD7y9vcnOzsbQ0JBVq1bRo0cPDA0NMTAwEGLaateuTUFBgdAZ+z5VklIhV8+ePSkoKCA/Px97e3vmzp2Lv78/J06cICsrCzk5OWxsbNi1axdff/01fn5++Pv7U1hYSM+ePYX1SX/vlbmhzZ07l9OnT6OgoMCOHTuEyBERkc+Z0i5CUNad8OzZs/j7+6OmpiZEI0qjcZo3b461tXWZdb3PvfRzICkpCTc3N5SVlQkMDOTZs2dcuXIFOzs7Ll++TJcuXQRnBamAQUZGhhcvXlC/fn0kEkmlDqLAFx+NIfLpKO1KV90YGBhgYGAgCJbfRfkIjblz5wIwe/ZsAE6ePElhYSEdOnQQ1l2dlH4/mjFjBgoKCgQGBlJUVMR3331HXFwcr169QlVVFYB27dpx/vx5AHr06IGtrS3t27dnzZo1ZGdnA+Ds7CwIsXv16kWNGjWoUaMG9vb2PHr0CF1dXU6dOiU8WzRs2LBMhMvb2rvSbk+lBYxQInKytbWtngPzGSONlGnUqBENGjQQ/pZeJ1AifLxy5UqV74JJSUlCPE6nTp1YtGhRld8nLy8vODDu27eP9evXvzV+rzR9+vTBxMQEQ0ND1NTUgJK2+5tvvqGwsFBsxz8SpV2P3N3dmTZtGlBy7k+fPl3G/bq4uFj4bbZu3RpZWVm0tLSIj48nISGhTJz977//TlFRET/++KPQVvTv3x8o65z0ubgklXZU9fPzY/369SxatKhCccDnRGmnPekzY+kIbem0tWvXVli2tPteZX0oysrKDBw4EBMTE+Hz9u3bc+7cuTLzvcuN+3NBXV2dkydPUqNGDRwdHQVn+ZSUFK5evUpUVBRBQUGEhoZSVFTEr7/+SnR0NMnJyUyZMoXDhw+Tnp6Ou7s7X331lXC/cXFxoWnTpnh6epKUlERGRgZhYWHs2rWLffv20a9fP2Ha7t27CQgI4MSJE3h5eXH8+PG/7NIrxd/fn9TUVIqKiiotOKrKIfh9o8O3bNlSwUX8Q8eOi4iIiFQXojBHRERE5CMijWlxc3Pjzp07PH/+nBcvXqCgoEBWVhbe3t7s2LGDLl26IJFIWLVqFZmZmRUqpl68eMH8+fMpKChgypQp9OzZE39/f6Kjo7l8+TIXLlz4RHv4bhwcHBg0aBBWVlbUrVu3yvnmzp2Li4sLWVlZyMrKsmnTJmbPns2YMWPw9PSke/fueHl50bhxYwYOHMiSJUuEKjMZGRlat27N2rVrGTt2LN27d6+ymulDdmyK/LtJS0sD4PHjx+jp6QmuGZcvX0ZRUZGGDRty7tw5ioqKuHz5MsrKymhrawvVLLdu3RLsk6Gk88fHxwdNTU2KioqQkZHB19dX6PCrW7cu69at4+nTp4wfP75Mh8aXSo0aNdDV1WXFihU4ODhgYGCAv78/O3fuxN/fn1mzZn3qTaxWSkdifGri4uLo27cvL1++5NixY8ycOZO7d+8KldOGhoa0b9+e+Ph4Ro8ejaKiIr169RIGXL40pAK30sTGxgqObunp6WXcVeTl5YXfnqysLMrKyigrKwsDCDNnzmTMmDHUr1+fJUuWCB23/wRp1beZmRmJiYmEh4ejrKzM3LlzmTBhAi9fviQ0NJRHjx7x6NEjAgMDSU9PJyQkhKioKDIyMhg3bhx+fn4Vph04cIDU1FQuXLjAlStX3luYU57U1FQuXbpEdHQ0Z8+eZenSpXh7ezN8+HAmTZrE/v37K8SulP7e1atX06JFCxITEzEzMyMsLIzY2FgUFBRITU1FT08PKBE8StvU1NRU5s+fj6qqKs+ePaNXr14UFhaipaWFoqJiGdHNggULsLe3RyKRUK9evQqDXm9DKj7atGkTSkpKyMjIYG5uLnT+N2jQgJ07d+Li4kJeXh5RUVH07t2bly9fvnW9Uje0xo0bM3z4cJ48efJBhF0iIiIlSIsfPsSAaf/+/XF0dMTExARNTU1+/PFHTp48iYmJCTdv3gRKHBb69u2LoqIi3377Lba2tqxYsYJLly6VifgSEfm7/F2BizRu7W2f9+3bl7i4OP744w/CwsK4evUqRkZG6OnpoaCgwL59+9DW1kZBQYGRI0cSHh5ORkYGKSkpBAQE8PjxY7p27crDhw9Zv349S5cu5eHDh3h4eODm5kZ2djaenp4VRL7a2tp/S0Bc+v1o5MiRNGzYECh5x5e6amzatEkoeIiPjycnJ4esrCxUVFTeuu7yTiojRozghx9+wNDQ8F8di/KhKX3sSv/dokWLMsJHqTOJ9ByU/ltXV1d4p758+XIZ95PSlBeUQuURk1UJAObPn8/8+fMr3YcRI0a8z+6KVAOlXY9GjRrFlStXgD/PvaqqqhA1FxcXJ4i2yjvWNWnShIiICACuXbsGVN1WlG4rTU1NWbZsGUVFRcybN+8D723VlHZU3bNnD2fPnv3gLqgfmn8i1C4vpPvSkcb7ZWZmkpSURIsWLQB4+PChIGg0MDAgNDSU58+fo6Ojg7y8PLq6umRlZQGgoaHBV1999dbvKS9YKz2tUaNGZcSTUqe4v0vDhg2rPMcNGzZkzpw5ZaaVLmB+F5UJc0RERES+FMReAREREZGPiJqaGtbW1rx8+VJ4Saxbty5paWmoqalRs2ZNYXDPysqKoKAg6tSpQ79+/YQBQygZHJJm5WZmZpKeno62tjZycnLVXoVW3ZSumJBS3l4bSvbxf//7X4XlS3eaAOzcuVP4u2XLlhWqzL799lu+/fbbKrfnQ1Tuifw3kJOTw9ramqSkJAYNGsStW7eEgZpVq1axaNEiHjx4QKNGjYiLi8PJyYnt27fz4sULUlJSKkQ1LVmyhHHjxpGfn4+8vHyFAeUNGzawf/9+srOz/1WClUGDBjFkyBBSUlL49ttvSUxMJD8//70rdT8kb968YfDgweTl5VGvXj2srKz47rvv3ivTPjk5mX79+pGWlsauXbto0qSJsN4LFy4wa9YsCgoKcHZ2/mTRZIcOHWLJkiWEh4ejra2Nr68voaGhrF+/XugkCQ4OxsXFBScnpy9aQFDZQFT79u3Zu3fvO91VJBIJOTk5ZGRkCPdiCwsL7Ozs8PLy4vDhwwwdOvQfb2N5VywpPXv2ZPLkySxatKjCfiQkJBAbGys4MFQ1DUpcK5SUlNDS0vrLEY7e3t5s376dp0+fMnjwYHbs2MGLFy+Ij48nKSmJ27dv8/z5c/z8/Dh9+jS5ubkYGxtz7tw5Xr9+ja2tLdbW1mRnZ/PkyRNMTEzo1KkTjRs3JiIigpiYGNzd3SkuLmb37t14eHgI1W49evRg79691KpVC1tbW3JycmjVqhVOTk7UqFGDVq1aASUDNh07duTUqVNltt3JyYkTJ05QXFyMv78/jo6OZdyspK5Ajx8/BiAxMZEffviB19GkQDUAACAASURBVK9fc/fuXZ49ewaUrfD+Kx2WlbmhfQhhl4hIdeHm5sbKlSsrjXSTDn4XFBTwzTff4OPjw+DBg8nPz6du3bpYWVmxZMkSOnTogI2NDSEhIdy9e5devXrx/fffV3CiOn78uDCYcOTIEV6/fs2YMWN4/vw5TZs2ZevWrRw+fJjly5dTWFjI/PnzK7hRQMnv2N3dnQcPHqCtrU1OTg6PHz9GS0sLZ2dnrl69yldffcWsWbNwdHREQUGBDh06sHXrVjIzM2nZsiXbtm1j4sSJXL16lRo1amBiYsKKFSuE76hsOzZu3MjNmzcxMzMT2mcjI6MK1drlHUSBCoPFIiKliYyMxMfHh+LiYmGwbsuWLSgpKTFjxgxOnTrF9OnTGTBgADIyMrRr145ff/210uu0a9eutG/fnpo1awrPrXJycgwcOBBfX1+hX+HgwYOoqakxevRoIiMjWbhwIfr6+hw8eBB9fX2mT59OfHw8+fn5HDhwgI4dOxIcHMyMGTOwtLTE1NSU7du3c+PGDSZNmkTr1q2pV68eY8eOZfbs2URERHDq1ClSU1OFGCKpyNfX1/dvCYjLvx9t2bKFQYMGsWrVKuLj47G2tqZx48ZoaWkBJdEn48aNIz4+nnXr1r113Q0bNizjpGJpacmYMWPw8PD45yf4CyMpKYmEhAQsLCyqdAaV8ncHS+vWrcvNmzeF9+lZs2bx+vVr5syZw9ChQ9m5c2eZ82Fubk737t1RUFCoMpr3QzB//nwePnxI586dP9p3/tcp73o0f/58evToQZ06ddi5cycqKio8ffoUW1tb6tevX+V6unTpgq+vL5aWlujo6KCtrY2enl6lbUVp/qpL0tva740bN+Lo6Cg8R61bt478/HwGDx7MmzdvhD5jMzMzxo0bR7169UhMTOTgwYMUFhbi4eGBg4MDFy9exMrKCltbW5SVlZk8ebIQF/i5xul+KW6Jn4qdO3fi4OCAk5MTI0eOxNTUlLCwMHR0dLh16xYA169fB0r6y5OSkigoKCA5OVlwhavs+iwvMq0sYrUqweRf6f/58ccfGTFiBK6urty8eRM7OzsePXrEqlWrkJOTIy0tjSNHjqCjo8PXX3/NwIEDOXHiBAsWLGDNmjU8ePAABwcHbt26hampKXl5ecjLy1NcXMyjR48wNzdn//79DBkyhPDwcJ49e4aZmRlWVlb4+Pjg4OBAbm4uAwYM+Fux3yIiIiIfE1GYIyIiIvKROXbsGHv27OHBgwfcvHmTjIwMGjVqxL179zh58iQ7duwASuxS169fT/v27aldu3YZYU75B2V1dXUeP36MRCIRHtRF3g/pgNy9e/dIS0tDUVGRvXv3UlhYWKGjMzAwkDVr1iAnJ8e6devQ19evNFZM5N+Pm5tbBSer0lEvQKWWwj/88EOFadIOiubNm1dwwSltu1vZd/4bsLW1FazjP2an6ruIjIxkxowZZGdn4+7uzowZM/j9998xMDAgKioKPT091q9fj46ODocOHcLT0xNPT090dHRYvnw5f/zxB4mJicybN4+uXbuWEd9UFqGkoKDwUfdPKizQ0tIiJiaG/fv3c/z4cQoLC+nWrZswnzTWaeTIkTg6OmJjY/NRt/NDsmjRovdyV5k1axYmJiZ06NBBqMR2cHDg9evXQIl4qToo74ol7Vhev349o0aNYtOmTQwYMKBM51qTJk3o3Lkze/fuBaCgoIDMzMwK0+Dvd7JJXXLWrFnDzz//zNGjR1mxYgVWVlbo6+sLHWQTJ05ES0uLiIgIvL29OXbsGEpKSujq6hIeHi64ANWpUwd/f38uXrzIkCFD2LZtG3369EFVVVWoDCyN9Dzl5uby+PFjHj9+XKkLnp2dHQ4ODjg7OwsROlDSjoaFhVGjRg2SkpKq3M9Fixbh4eGBr68vs2bNwszMDGNj43/cYVmZG1p+fn61C7tERN5FcXExffr04Y8//iAiIqKM8EYax2ZhYUF6enqlohz402ZfTk4OR0dHVq9ejaGhIR07dsTHxweAwYMHs3z5cmxsbNi/fz8LFiygYcOGQsxTaScqDQ0Ndu3axYQJE7h+/Trh4eH07t0bFxcXJBIJEomEn3/+mfDwcCQSCTY2NlU+axcUFKCvr09+fj41a9bk0qVL2NnZceTIEYqKinjy5AkhISFoamqiq6vL9evX6d27N25ubixYsIAVK1Zw+PBhZGRkWLJkCQkJCYLApri4uMJ29OzZk82bNxMdHc3FixeFeBwRkeqiuLiYgwcP4uXlxcWLFzl16hQuLi6C08PVq1cxMzNj4cKFFBcXV/l7KR1t4enpSUREBIaGhhQUFAiiHIB79+7Rtm1bcnJygJJ7nZycHCoqKsjIyNC2bVsOHjxIixYtyMvLIzc3l9mzZ3Pjxg3y8/MxNjamadOmTJo0SYjytbe358iRI9y5c0eIe0xKSkJHRwdHR0f8/PyEGKK/IyAu/35U+n5aWfSJ1HmjNNL5pO9d0rhiKFsUVFRURNu2bdHX13+vbfs3kZSURHh4OBYWFu+c923CnNIONpVFfPXq1avM/KqqqkRFRQn/lz4fc+bMqeC28DFYvHjxR//O/zKVuR5VFnsk/e2Xvq4CAwPJzMzk5cuXwjVWun9FSvm2YuHChWVi5+CvuyRV1n736dMHDw+PCnFFV69epXv37syePZtJkyYJ66gscghKCpvWrFlDWFgYBQUFDBw4kMmTJxMUFPRJo7ZE/hkWFhaMHj2aAwcOlJmuqamJgYEBPXr0oHXr1sjLyyMnJ8eUKVPo0aMHsrKylf4mpLRt21YQOHp7e3+w7e/evTvr1q2jZs2aGBsbo6ioyKtXr2jTpg27du2iS5cu/Pzzz/Tq1Qt1dXWsrKzIycmhqKiIR48e8fz5cy5evEh8fDynT5+mTZs2TJw4kalTp6KoqMiaNWuIi4sjPz+fu3fvoqGhQWRkJEZGRrRs2RJ3d3c6duzI999//8H2UURERKS6EIU5IiIiIh8RWVlZodJj5cqV3Lx5k7p166KsrIyFhYVguQowbdo0FBQUGDZs2DvXW6NGDcaMGUP37t3p1q2bUPUv8v74+/tTq1Yt/Pz8CAoKokmTJmU6OqvK8C0fKyYKc0RE/j28evWKlStX8tNPP7FgwQIePnzIkSNHgJJM8/j4eHR0dIT5s7Oz6devH4aGhoIw4NSpU7Rp0wZ7e3t8fX2ByiOUKqvO+5CUFhZIq6OlwjGpkANKKqxWrVrFmzdvMDIy+qKEObq6upVW80o7Xw0NDSu4q5TOJJf+bW9vL5wvKeXd26qD0lXfQ4cOJS4ujsePHxMSEsKRI0do06YNixcvZvHixWUqhu3s7DAxMUFOTg4LCwvmzZtX6bS/S1JSkuDw1bZtW+7cuYO1tTX3799n3bp1zJgxgz179qCpqclXX32FmZkZL168QFlZGVdXVzZv3syoUaOE30SXLl3o0qULp0+fJjY2lgEDBjBy5EhWrlxJUFAQ27ZtY9euXVhaWlJQUECDBg04ceIEAwcO5PLly2hoaFC3bl0MDAx4/fo1mpqajB8/ntzcXKEzb/r06SgqKtKqVStiYmJo27YtRkZGKCkpcfz4cTp27IihoSG+vr5kZWWxd+9ejh8/TuPGjXny5AkRERG0atVKiKY5ffo0Z8+eJSAggNatW/Pq1SvMzMy4e/cuEonkrQNVlbmhDRw4sNqFXSIi7yIlJYU6derw448/4uDgQGFhIfn5+fz88894e3tTq1YtXr58ycmTJyksLOTp06c4OTkJLjezZs1izpw5BAcHk52dTe3atfn666/p3Lkz1tbWPHz4EICvv/6aBw8ekJubS3JyMk2aNOHWrVtvdaKSDsTfu3ePyZMnAyXvTc+ePeP27dvCgP6zZ88oLi6uNEamRYsWqKurs3PnTrKysmjUqBEFBQVoa2tjaWlJeno627Zto9b/s3fncTWm/+PHX+1KKpUsWSp8DEpZxlbqpFQqYTQzRpYoIWYGY8aSsUbMDMP4jDXKmOxh0hBtR8PYlzBjnSJKWQtJWq7fH/26vx1lPsYgY+7n4+HhdM517vu6z3Kf+77u9/V+6+lhb2/PsmXLyM3NZdOmTWhra+Po6Ii/vz9KpZKHDx9iaGhIu3btACgsLKzUj/IyApqamlWWS5TJ/q6K2dnKS2k2aNAAW1tbkpOTcXJyIiUlhQEDBtCzZ0/c3d2r/L5ULG0xYMAAwsLCyMzMpG/fvirra9GiBdHR0dKxbXlJifv371f63gkh0NXVZeHChXzyySfs3buXW7du8ejRIyIjI2nTpg1RUVEEBQUxcOBAbGxsmD9/PjY2NlhYWHDu3DmaNGmiUoboRQOIX4e7d+/Sr18/RowYUd1deemKi4vx9vYmLS2N9u3b4+LiAkBgYCAzZsxAoVCwcuVKDhw4wMGDB1m9erX03KczND158oQzZ85gaGjI1q1bKwXayGSvW25uLtu2beO999574WW8SJakqvbfpqam3Lt3D19fX6lcUVZWFunp6dJYcMVMYVWVHHqarq4uZmZmZGRkcPjwYebOnVupzf8qY/iiIiMjyc7OpqSkpFJ5ONlf17Zt20qlz8uD0mbMmIGmpiabNm0iLS0NgCFDhjBkyBCV9hWDzCoGl1UMcCwfH6kY9FbVfX81w5G9vT2zZ8/GyMgIPz8/EhMTMTAwID09HScnJzIzMxFCUFBQgKmpKdbW1tLYR+PGjdHU1MTOzo60tDQcHR25ePEiCxcuZNu2bWhqavLgwQN0dHTQ1NRER0dHWq+6ujoKhYKMjAyKi4ulADaZTCZ7k8mBOTKZTPaa2NnZ8eGHH6pk1Sg/+I2Nja3U/ueff8bDw0O6CFrxAmPFg+3yC4eBgYGMHDmSw4cPs2bNmle1GW+lkpISPv/8c86cOcP9+/fp27cv/v7+KgOdPXr0qLKG79NlxWQy2dujVatWHDx4kCZNmnD69GmsrKy4ffs2UBaE07RpU2rVqiVdYFdXV8fAwIB69eqRm5tLTk4OBgYGNG3aVOWi3bNKKL1up06dIiUlhW7dunHixAkpuGDs2LFSIEpMTAyffPIJpqamBAYGVks//y2elRWrPJPWe++9Jw0qVwwMGjp0aKVyaFXdV37sYGFhUeVs0WexsLAgNTWVr7/+Gk1NTXJzc1m+fDlr165lw4YNNG/eHBMTE7Zs2cLly5dVAryKi4u5ceOGlAVo0qRJJCQkVDm4+PjxY+Lj49m0aRNr1qwhNjYWXV1dpk6dSlJSEhMmTECpVJKWlkbNmjXx8PDg0aNH7Nmzh3fffRdnZ2dsbGwwNjamS5cu7Ny5k4KCAqytrRk6dChCCFatWoWbmxtRUVE4OzsjhGDfvn2888473L59m23bttGjRw+OHj3K4cOHadWqFfr6+ty5c4eLFy9y7949hg0bhoGBAQqFAqVSWeli5dPHalVlQ3sVgV0y2f/yxRdfkJycTG5uLsePH6dly5bo6emxd+9e7t+/z7hx43Bzc2PBggUADBs2jOzsbGrXrs1PP/1Ex44diY6OpmPHjhw8eBAbGxuKi4tZsmQJN2/eZP369fTq1Yvu3buTk5ODpaWlNKjfr18/9PT0sLW1JT09vcpMVEIIWrRowaFDh7C2tqa0tBRTU1NsbGzYs2cPGhoaFBUVVRmUA2W/wfr6+tja2iKEYO/evVJgwa+//sp3333HlStXsLGxoX379jg5OWFqasqSJUsoKipi27ZtREdHExwcTFFRkUoWUh0dnSr7cfXqVUpKSqQMJq9axYtrr+pCm+zN8b8ytZWUlEjZO+zs7PDz86vyc1rxc2JlZUVWVhabN29WKQkNZYHIK1euZM+ePeTm5tK+fXsOHz7Mu+++S1FRESEhIdSoUYPDhw8zYMAA8vPzmTZtGjdu3MDIyAgzMzNu3ryJvb09Fy9exMDAgKlTp/LgwQMeP35Mo0aNuHDhAjNnzqRLly5ERERw/fr1Nypj5rMYGxuTnJxc3d14JbZv3469vT1xcXGEhoZy586dSuWAgoKCsLKyIjQ0VMo+WFWGpsTERGxsbIDK2W9kspetvOx0xXKas2bNIikpCXV1ddasWcPKlSuJj49HoVCwZcsWRo8erZIp28DAgGXLlrF27Vp0dXVZvnw5ABs3bmTevHlYWFgQHh7+l/v2rP33xYsX0dbWpmbNmtjZ2fHpp59SUFCAsbExnp6e7N69m4yMDKKiokhNTSUqKooFCxbw4MEDBg8eTE5ODr169eL06dO4urqybds2aczywYMHuLi4SOPBQ4cOxcTEBE9PzxcqL/c86tWr90IlquRjmL8mJCSEgwcPoqGhwebNm6u7O1UyMzOjuLiY+/fvY29vz6effoqXlxcxMTHcuXOHDRs2MHHiRBo0aICmpqb0/pefa5eUlLB582ZKSkpISUnB2toaHx8f5s6di729vTSR7enA3dLSUvr27cuUKVMoLi6WS0TLZLJ/BDkwRyaTyd5QXl5euLi4PHd5kyVLlrBjxw6ePHnyjxjcepOcOnWKunXrkpKSwqpVq8jMzKw00DlgwIAqa/i+yTP7ZDLZ3/POO+9w+vRpfvnlF9zd3aUU+926dSM7O5uRI0eiVCp59OgRnp6eFBcXS8/V0tIiKCiIQ4cOsXTpUpWLds9bQulVqTgTquLAXVXef/99du/ezdSpU1VS+8v+PerVq0fTpk3p2rUr2tra0jFG7969GTVqFD/99BNQdkHvk08+UQnwSktLk2bClZeHUigUTJw4UWVw8bfffpOy8tjZ2REfH09AQACZmZnk5OTQvHlzmjZtipGRERkZGXz22WfSBbLu3buTl5dH48aNOXv2LK1bt8bOzo6ff/6ZBg0acO7cOWlbRowYwezZsxk7diydO3eWZn9369ZNCrrz8PAgLi6OpKQkgoKCSEtLIzU1FWdnZ2k5T2cpGDRo0Kt/I2RMnjyZwMBAKbvC36FUKlEqlZVKFbzNyicH6Ovro6Ghwc8//4yvry/R0dE0atRI5QJJSUkJR48e5erVq+Tm5uLq6oqWlhalpaUcOnSIoqIirl+/Tp06dbh//z7ffPMNurq6QFnphc2bN9OmTRs0NTU5fPgwVlZWXL16lWPHjj2zTBbA8OHDGTx4MOvWraNp06asWbOG8ePH4+LigpqaGq1atfrTdP1qamqMHz+eSZMmYWJiQs2aNenTpw9LlizBz8+P/Px8vL29sbW1xdramvDwcNatW0fdunUZNmwY586dY8+ePejr69O4ceNKy326H0OHDqVr165VltcrLi5m0KBBZGZmYm5uztq1awkODubSpUvo6emxe/duDhw4wBdffIG2tjYjR46koKCA4uJilUwVAAsXLkQIQXBwMDNnzqRt27bo6uoyefJkAgICePDgAS1btmTp0qXMmDGD69evc+XKFemCYnZ2NkOHDqWgoIAuXboQFhZGeHi4tD9fvHixlB1I9s9x5MgRpkyZQlFREa6urqirqz/X98XT05OEhATpfLacuro6u3btQqlU8u2330plWHJycli8eDFBQUGYm5ujra3N5MmT2b17N6dOneLzzz+X2s+ZMwdra2sMDQ1JSEggNDQUIQSPHz9WCbYNDg4mKytLJbPhiwYQy/6eP/74A01NTaZOncr69esxMDDg1q1bmJiYEBUVxfr165kzZw4Atra2NG7cmAMHDhAfH8+5c+cwMTGhbdu2ZGZmVsreMGXKFPbt24e2tjZRUVFoaWlV2mfJZC9qx44ddOzYkZCQEIKCgnjw4AGZmZkolUrOnTtHWFgYkydPJiMjQ9rXPJ0pu3fv3mzZsoUDBw6goaEhBfS2bt2a8PBw3NzcyM3NxcjI6KX0WU1NjZKSEu7du0dxcTELFizAwcFBKrMJYGJiwqpVq+jTpw9Hjhxh4cKFfPbZZ1Imz8ePH9OmTRuCgoJYuXIlHh4epKenc/DgQbS1taXtvnnzJgkJCX963AVl46HHjx8nICDgf/a/qmCogQMHsmbNGt577z3y8/OpU6cOmzdvRqFQ0KFDB/bv38+wYcMICgrC398ffX19Ll68yK5du1SOk9atW8eoUaMYP348LVu25LvvvqN+/fooFIp//X7jVZagepnatGnDyZMnGTFiBI8ePaJZs2aYmJjg6OhIt27duHXrFt7e3kRFRUnP0dDQwN7eXqoAUFBQgIeHB82aNWPDhg0cPHiQCxcuVFpXjRo16NevH35+fgQEBJCRkSFlB5TJZLI3nRyYI5PJZK9JVbWR/0x5uZTnNW7cOMaNG/cXeyWDspPuQ4cO4eHhQaNGjTA3N6800PlXavjKZLK3g6amJrGxsaxdu5Zly5Zx/fp1tm/fTtu2bZk+fTre3t506tSJHj16EBkZiYODgzRjrDwwYPny5QwaNAgnJycp8KCqEkrVQalUkpCQgIWFRaWLc7a2ttjY2EhpuAGSk5MJDw8nMjJSLpn4L1Hx2GXy5MkqjxkZGUnZoqBsoHnJkiWVllFVFqCqBhdTU1Ol/y0tLSkqKmL9+vWEhISoZNdYtmwZEydOBMoy1W3YsIGEhASVflQMmtXU1KS0tBQ1NTW6du2Kvb09ZmZm6Onp8e2331KzZk2VIGhfX1+mTJnCjRs3sLGx4datW7z77rts3boVKMsE9HTwrhyY83ps2bIFV1fX/xmYU35RRZ6JW7WsrCwpy2Pt2rXR0NAgIyNDpc2tW7cwNTXl9OnTODo6cufOHSwtLdHT08Pb2xsnJydiYmK4ffs2iYmJbNy4keLiYlxdXTl58iTW1tYkJSWxb98+0tPT8fLyIjg4mD179nDw4EEsLCxUZlhXDJB6OljV09MTT0/PP92mp8+zqmp//fp1lb9DQkIqlV4o37dUNGHChGcud+TIkYwcObLKPm3fvp1WrVqxYcMGQkND2b59O2ZmZoSHh0uf0UmTJvHTTz9hampKaWkpP/zwQ5XLevLkCXFxcQB8/PHHhISE0LBhQz777DMmT55Mly5dpIBHqHxBMSwsTMqIVFpayu3bt4mJiSElJUXKBLZjx44q1y2rHs8qJ1H+XSkvV1Uxky5U/X15uo2amhoDBgz40/U/q4xWjRo1WL9+PXv27KG4uJguXbqotC8vS1cx6Cc/P5+goCCVYNvmzZv/r5dA9ppYWVmxe/duzM3NuXnzJjNmzOCXX35h9uzZWFtb07p1a1JSUtDX1+fatWusX7+eL7/8ku+++w4bGxsKCgpQKpVcunSJOXPmoKamJh23HThwgF9++QV1dXWEEEyYMKHSPqv8MyST/VVpaWnS+XX79u3Jy8tDqVRK+8769eurtK8qU3Z6ejrt2rWTglfKjx0r7gPz8vL+UmDOs/bf/v7+mJubM2fOHCIjI6Vzp9mzZ6Ompkb//v05d+4cRkZGWFhYMHbsWIqKilAoFPTq1QtdXV1CQkLYtWsXX331FRcuXCApKYnff/8dNTU1Pv30U5XttrW1/Z9BOVB2LlOxhNafeToYqlxGRgampqbExsaqTFjs27cv8+fPp1u3btJrYW9vz3//+1+2bNmicpwUHR2Nr68vW7du5csvvyQuLo4tW7Ywbdo0eb/xD1FVGfGKJbXDwsKAskD8iu0rfk8WLVr0zOUfOnRIup2TkyPdDg4OxsPDg5iYmBfruEwmk71mcmCOTCaTyV6p3NxckpKS/lZN51epfKbH0wOWUHkQ83/V8C0vK/YmKb/wXrGEmkwm+98qDqhV9d2fOXMmM2fOVLmvqv3Bn120exPk5uZWeXHu+vXr/Prrr9SsWRN/f3/27dtHYmIia9eulYNyZK+ElpYWHh4ePH78mLVr19K3b1+OHTuGoaGhygU8Ly8vxowZQ7169Th//jwfffQRRUVFz/yeKRQKlixZgr29PT/88APnz5/n6tWrbNmyhaioKHr37s3jx4+l9k2aNCEtLU3K/FOnTh28vLxwdHREQ0OD7t274+TkpBK8K/triouLad26NTk5OWhpadGuXTsOHz5McXExq1at4qOPPsLIyIhmzZpx/vx5+vTpw+jRo0lPT6d37944OTlx4cIFVqxYgYuLC0ZGRuTm5qJQKMjMzOTu3bvs37+f0aNHc+LECdTU1Ni5cycODg4MGzaMjIwMmjRpQqNGjar7pagW9evXJyMjAw8PD1JTUwkLC2PFihUqberUqUPNmjX58ssvefjwIXXr1sXc3JwGDRqwY8cOvvzyS7Zu3UphYSE1atRQee7T2SQtLS3Zt28fgEp5qLfdH3/8IWWh6dChA4cPH6Zr166AatCYqampdN+zMnFWzGZjZmYmzQg+d+4ckyZNQk1NjYcPH9KxY0eg8gXFixcvShkv1NXVq8wE9k/wbz+vKc8i8yJlQ8otXbqU7du3s2vXrj9tp6amRlxcHKmpqbRu3Vq6/5133mHw4MEqZSsPHDhQ6bOrpaVFSUkJUFa+8T//+U+lYFvZm6Fv374sW7aMxMREatSoQd++ffnuu++4efMmFhYWmJqaUlhYyIEDBwCoWbMmenp63Lp1i8mTJ/PRRx/h7OxMw4YN0dDQoGPHjkRGRvLLL7/wxRdfMGTIEExMTJgzZ84z91myf68rV66oHHf/FZaWlqSmpuLp6cnJkydJSEigZ8+e0kSBoqIibt68Ke2LTp06RX5+vkqmbCsrK06ePCmVVioPnH1VmbErLjc7O5urV69St25dHj16xI8//khpaSlDhgzB29uby5cvo6+vz/Dhw0lLS2PTpk2oqamhp6cHlH13DQ0N2b59O506dUIIga6uLg8fPuTQoUMUFhbi7OxMUVERbdq0YenSpVJGtNLSUu7evcuePXs4duwYCQkJ+Pj48MUXXwBw4sQJfvvtN7Kyspg4cSJFRUUEBgaSk5OjEgxVrlmzZtjY2ODn50f79u0ZP348UFbCW0NDgyZNmnDz5k2V5z19nHT8+HEmTpzI/PnzGTFiBLVq1aJmzZovdb8xY8YMHBwcXtr5W8UMzCXq0QAAIABJREFUnB9//HGVk1Rkr95frTggk8lk1U0OzJHJZDLZK5Wbm8u2bdueKzDnddcZzszMZPbs2XL2G5lM9q+VlpbGb7/9VuniXIsWLVTqc8+cOZPExEQ5KEf2ytjZ2alcbD1x4kSlNunp6UBZuamqBAYGSrcrDriWX5B+momJiVRGpqLyrBPlhg4dWqncW1UBvbLnExISgomJCRcuXKC4uJjc3FxMTU1JTEwkICCAjz76CICAgAACAgIwMTFh+fLlWFpaSsE4zyqtZ2VlxaVLl4iOjubGjRvk5uYSGxvL8OHDWbt2LRoaGiQkJDB37lyePHnyOjf7jdGrVy8SExPJz8/nvffeky7yl5dj7NGjBzo6Onz22WcsW7YMHR0dwsPDgbJZr2PHjsXQ0JCGDRtKQSV/plOnTixfvhwXFxcaNGjAO++888q27U1iZWXF8ePH8fLy4tixY7Ro0YJDhw7h7e0tnfOoqalx584dTExMKC0txdDQkDNnzgBw5swZ6be54vlRxdstWrRg4MCB0kWu4uJizpw5U+mCYvm6XV1dKS0txdLSslImsLfR6z63fFNVfB2Cg4MJDg5+rud5eHiQnZ2tUqpVT0+PK1euqJStNDAwqPRca2trJk+ezIcffsiCBQuYM2dOlcG2suqnpaXF9OnTSUhIQKlUUqtWLbZu3crUqVP58ccfUSqV3L59m5SUFIyNjalTpw5fffUVw4cPx9PTk+bNm5OcnExMTAzbtm1jwYIFHD58mG7dulFQUICXlxdz584lNja2yn2W7N/typUrJCUlqQTmPO++u0+fPvj6+uLu7k7t2rXR1NSkXr16KBQK1NTU+OijjwgICODu3bv4+vqycOFCLl++rJIpu06dOvTr14+uXbuiq6vL8uXLX+Xmqvj999+5ceMGTZo0oW7duvTv35/jx4+Tl5eHqakpvr6+0u+zUqlkyZIlaGpqMnDgQDw8PMjKymLhwoV4eHjg7u7OtWvXqFu3Lrdu3QJAR0eH+Ph46TmXLl2S1r1z507mzJlDYmKilOGsY8eOKJVKdu/ezY4dO2jUqBGBgYHExMRQq1YtevTowdChQ1WCoTp37gyUTXgcN24c6urquLm54efnB5RlQu3YsSNXr17FzMwM+L/jmKePk5o1a4ampiYWFhZ8/fXX9OnTB6j6WOdNJAflVJ+/WnFAJpPJqpscmCOTyWSyl+7XX39l3Lhx1KxZk/Pnz1NSUoJCoWDLli2MHj2anJwcdHR02Lp1KwYGBiolU+7fv69Sh7xBgwavrJ/m5ub/igtrZ86coVevXtKMGH19/erukkwme0OUlyZ5+uLc04OhkZGRjBo1io0bNz7XhViZ7E0nz6yrPqdPn5YCpzQ1Nfn000+JjY2tVIbs/fffR1tbG2NjY86dO6eyjIrtKirPdLZ//37++OMPqfSAoaFhpZIHTwdgve0sLCyki6z9+/dXCYSrmIGjPK18VdninJ2dpbJzFQPeqnp+xcxzq1atQlNTk/nz59O4ceOXuVlvrL59+zJw4EAcHR2pX78+n3/+OfHx8Tg6OqKvr8+uXbsICwujV69e6OjoMHLkSDw9Pfn66685evQompr/e7huypQpBAUFkZeXh7q6OqtWraqy3aRJkxgyZAihoaF07dqVuXPnVsoEVrHUwJus4nnNhg0bGDJkSKVsAAsXLkQIQXBwMLNmzaJDhw6kpKQwefJkNm/ezOXLl1m3bh22trbVvTn/05MnT3j//felLK/u7u7MmjWLpKQk1NXVWbNmDVAWQGpgYEBOTg4bNmzA0tJS5Rzb19eX4OBgCgsL6dGjB1OnTmXKlCkq593bt29n3bp16OrqsmDBAiIjIykuLiYwMJBPPvmEU6dOcezYMaKioqQsiz/88APp6en89NNPgOq+ICUlRbpdVbBtVSUvZG+2Ro0aMWzYMC5fvszSpUuBsuMpBwcHOnXqVKl9nz59pLKnW7ZsoXv37pX2WZaWlq91G952kZGRDB48GHV1debNm8egQYMwNzev1O5lZPdQKpU0btwYKyurF17GypUrOXDgAAcPHqS0tBQTExM8PT1p3bq1SqaWoUOHEhYWRlxcHI8fP2b58uW0bduWESNGMH36dCm7U1VlKvfs2SPdrmr87+mAxYrlNcszlb0MT5e4ys7O5sMPP8TT05MVK1ago6PD9evXWbp0KQsWLCA+Pl4KRmnSpAm9e/eWgufi4uJQKBRSQJOlpSXffvstrVq1YvLkydSrV48FCxbg6+tLbm4uV65cISsrC/jz0oNpaWksWrRIKgmUmpqKj48PALdv36ZLly5s3LhRCoYqd/XqVQICAiguLsbKykoKwtmyZQtjx45l6NChlc65nj5OKi8n2q9fP/r06UPXrl358ccfef/99/H29qaoqIji4mL2799Pq1atCAoK4tKlS+jp6bFmzRrGjRsnlVZ1c3MjKSmJZcuWsXbt2kpBV8XFxQwaNIjMzEzMzc1Zt24d+/fvZ8GCBRQXF1NYWMjWrVsxNjau9JtrYWFRKQOnQqGQ+lbV51Qmk8lkMhVCiDfmX/v27YVMJpPJ/vlCQkJEcnKyEEKItLQ04efnJz2Wn58vhBBi1apVYuXKlUIIIYyNjcXDhw+FEEI4OjqKkpISIYQQpaWlr7HXb6fk5GTRtWtXERISIkJDQ8WOHTuqu0symewNkZycLEJCQsSaNWtEt27dhEKhELNmzRJCCGFvby+1GzJkiLh06ZL47bffhLu7u3jw4EF1dVkmk70FJk2aJO1jioqKRI0aNURRUZHYu3evMDQ0FEIIYWhoKFasWCEKCwuFvr6+ePDggWjRooXYtWuXEEIIOzs7sWTJEpGXlyfU1dWFEEI4OTmJ+fPnCyGE2LRpk7CxsZHWmZ+fLw4dOiSCgoKEEEKEhYWJ6dOnv65N/tcbPHiw6Natm/Dy8hIFBQXV3R3ZP1RycrLw8fERQgjpvKaoqEgIIYSfn5+4ePGiSE5OFu7u7tJzmjdvLrKzs0VmZqaoW7euKCgoEAcOHBAff/xxtWzDX7Vp0yYRGhoqhBBi+PDh4rvvvpP2Y7///rsICgoS6enp4p133hFFRUXi0KFDYsSIEUII1XPsDz74QGRkZAghhOjfv7+4du1apfPuHj16iEePHkl/R0REiFWrVokjR46IYcOGCSGEWLdunZg3b55IT08XdnZ2oqSkRPz4449i0aJFr+9FkVWbiucHsjdPSUmJcHJykvaLr9r06dNFfHz831pG+floenq6aNWqlSguLhZCCOHm5iby8vJEaWmpcHFxEYWFhdJY4qVLl8SAAQOEEEJ07dpVPHjwQGRkZIimTZv+vQ16zTZu3Cjmzp0rhBBixIgRIiIiQvj5+YnHjx9L++YePXqI7Oxs0bVrV5GXlydiY2OFubm5EEKovNfz5s0TGzduFEII4enpKZKTk8U333wjIiIihBBCDBgwQCQnJ0uvtxBCREREiIiICOm+/Px84erqKv1WCCGEh4eH9Dvy5MmTv7R9L/pZjImJkV6XXbt2iblz51b67d+2bZuYPHmyEKLsc19SUiK8vb3F/fv3RVxcnAgNDRU5OTnC2dlZ+kyVlJRIn9nNmzdL4x6zZ88WGzduFMnJyaJ9+/YiJCREbNy4UYSFhYnTp0+r/ObWrVtXHD58WAQGBgohhJgzZ46YPn26cHJykvaP+fn5wt7eXuVz+iwRERHSey2TyWSyfzbgmHjOWBg5Y45MJpPJXrrg4GBCQ0NZvXo1H3/8sXR/SUkJn3/+OWfOnOH+/fv07dsXUC2Z8nQd8oqlVGQvpnwWWvmMGJnsbSHX8f57CgsL0dXV/Z9leirOFIyLi3td3XuplEolCQkJKhkiZDJZ9Zg9ezatWrXC0NAQHR0dmjRpgrGxsTSDt9yKFSsYP348Pj4+6Ovr4+XlhZ+fHx4eHkyYMIHAwEC+/fZbdHR0Kq3jgw8+YNWqVRgZGaGmpoaXlxc//vgjy5Ytw8XFhSZNmvxrMre8CdauXVvdXXitcnNzSUpKkkr5rlmzhmHDhlVzr94OT8/0ryobQLt27aT2derUoW7dugA0bdqUGjVq0KBBA+7du/f6O/8Cns70lZeXh1KplLIu1K9fHwAbGxs0NTWxs7Pj8uXLgOo59oULFxg0aBBQ9vnMzMysdN49c+ZMRo0ahba2NrNnz5b68Mcff0ivaYcOHdi3bx8ArVq1Ql1dHXNzc2mdMpns5VEqlSoZPDZs2MCAAQMoKiqiTp06bN68mWvXrjF06FBMTEzo2LEjp06dwsXFhcDAQBITE5k6dSr169dnyJAh3Lp1CysrKyIiInBwcGD//v34+/ujp6fH2bNnUSgUzJo1i7i4OMLCwsjPz+eTTz5h8ODBzJgxg+vXr3PlyhUsLCxYunQpkZGRbN++HVdXVxYsWPC3t9fW1hYNDQ2gcqaWW7duERsbS1RUlFQKUgiBmpoa+vr66OvrU6dOnb/dh9fp6VJc5arKPjNt2jTc3NwQQrB69epKywoMDKRfv35ERESgrq6OlpYW3bt3Z/DgwezYseO5+hMdHa3yW7Fx40ZmzpyJj48PpaWlGBsbEx0d/XI2/k+cO3eOjRs3smfPHs6fP09+fj5mZmYkJCRIWeKcnZ3p06cPCoWCjh07kpWVhZmZGT169CAzM5Nly5axaNEiLl68iEKhYPHixVhYWEif2Zo1axISEkLnzp2pXbs2y5YtY8yYMTRr1oz09HR27tzJjRs3yM/PR6lUYmRkhIGBAXfu3GH16tW0bduW2NhYIiIiMDAwQFdXF4DLly/j4+PDxYsX6dGjBxYWFvj7+2NoaMjx48fp0aMH06dP5/z584wcOZJTp05x9+5dxo8fX2VmHplMJpO9neTAHJlMJpO9dLVr12bp0qVkZWXh5+dHvXr1ADh16hT5+fmkpKSwatUqMjMzAdWSKd27d1epQ/7hhx9Wyza8TcrLPRQUFLBy5Ury8/PZtGnTnw60hIeHc+vWLQICAnjw4AEtW7aU0lXLZG+KxYsXV3cX/rEyMzOZPXs233//fXV3RSaT/ctoampy8eLF/9nuwIED1KhRQ/p7wYIFKhd+/Pz8VNorlUqVv+Pj4yst82WWJJD9u125coWpU6eqlOPJzs5m9erV+Pn58dVXXzF37lxmzpxJWFjYcwXmlJaWViolKVNVsYzd7du36dOnD/7+/vj5+VE2UVH13LJi+4q3y9u+6SwtLUlNTcXT05OTJ0/SsmVL3NzcpMD0oqIiMjMzOXv2LCUlJaSmptK0aVNA9XVo0aIFixYton79+pSUlKCmpkZhYaHKebePjw+RkZGsX7+eyMhIKaDJysqKvXv3AnDs2DFp+f/E11P29/wbyoC/aR4/fkx8fDybNm1izZo1xMbGoqury9SpU0lKSqJ58+bcvHmThIQENDQ02LVrFwkJCWhqapKYmAiUlYtyc3MjKCiI0tLSSuuwt7dn6dKleHt7k5mZiaOjIx4eHhQXF6NQKBg8eDAArVu3Jjw8HDc3Nx49eoS/vz8ODg5SedK/avjw4SgUCkpKSoiIiODatWv4+Pjw4MEDtLW1+fnnn3n06BFDhw5l4MCBnDlzhps3b/Lpp5+yZcsW3N3defLkCfn5+dy7d49bt269+AtdDXR0dNi5c6fKfeXlAH/55ReV+93d3XF3dwfKjmUjIyNVjntr164tBXV4eXlhYWGBubk5Z86ckYKwylUsp/X0feVBOeXq1asnfY7+qsGDBz9XWc6ntWjRgsGDB2NlZcXRo0dxdnZGqVQyY8YMJkyYAJSNA5WPM/fu3Rt7e3uWLVtGQkICrVu3pnPnzixZsoQWLVqwadMmAgMDCQ4OxsLCgqlTp3Lnzh2OHz9OdnY2mZmZ6Onp8fXXX9O0aVOys7OZPXs2EydOZMmSJWhra9O0aVPCw8MJCgoiOjqarVu3Uq9ePQYOHMiOHTs4fvw42trajBs3DigLpL1x4wZHjx5FXV2d3r17M2DAAHr06MHevXspKChg0qRJBAUFsWPHDh4/fkxmZiZKpZJz584RFhbGihUrXuh1l8lkMtmbTw7MkclkMtlLt2LFCrZt28bDhw+ZOHEia9aswdfXl4ULF3L58mU8PDxo1KhRlbWun65DLns5Hjx4wMqVK/H19cXf35/g4OA/HWjJzc1l3rx5TJ48mS5dujBx4kQOHjxIly5dqnlLZP92SqWShQsXIoQgKyuL6OhoRowYwTvvvKMyC+nw4cOMGjWKFi1acOHCBU6cOFHdXX+jmJub/+sG11NTU+nZs6dUM37GjBmcOnUKAwMDoqKiWL58OdbW1nh5ebFjxw7++OMPrKysCAsLQ19fnwkTJuDp6VndmyGTyWSyalSeweD+/ftcuHCBnJycShkMvvzyS06cOEHnzp05e/Ys6enpKBQKlixZwtWrV/nqq68oLi5m2rRpeHh40LlzZ9q2bYuuri4GBgaVguVlVVNXV2fBggXPnQ3gn+jpjAqGhobUq1cPhUKBmpoaH330EW5ubpiZmdGnTx9u3bpFVFRUpeXMmTOHYcOGUVhYiJaWFtHR0fTr10/lvHvkyJGkp6dTWFhIREQER44cAaBjx46sXbuWbt26UatWLdavXy9nYZXJXpPyjFl2dnbEx8cTEBBAZmYmOTk5NG/enObNm6tkmqnKxYsXGT16NECVwZ/l67CxsSE9PZ20tDRmzpxJUVERv/32m9SuPGNZgwYNyMvL+9vb5uvrS0pKCgcOHODSpUsYGRnx1Vdf0aVLFwYPHoyTkxM5OTk0bdoUpVKJra0tdnZ2GBoaoqenx969e4mJicHR0ZF27dpJgRr/Rg8fPsTLy4snT57g6upa5Vjr6/ai2QJ9fHz45JNPWLp0Kfr6+nTu3Bk1NTXU1NSkzDSmpqbcuHGDU6dOMXv2bOLi4tDV1cXU1JSePXuSlpbG+fPn0dbWxsrKCnV1dUJDQxFCMHfuXAYNGsRvv/3GnTt36NmzJ1FRUdSpU4fCwkJu375NZGQkhYWFtGrVim7durFw4ULGjRtHRkYGLVq0wNzcnO3bt3P16lU8PT2pUaMGDx484MiRI6irq3P+/HmMjY1p1qwZZ86cwdramjFjxmBra0tKSgq1a9emT58+LF26lISEBLZt28batWsrZcOTyWQy2VvqeWtevY5/7du3f7lFvWQymUwmk4nk5GRRv359MW3aNCGEECkpKcLFxUU4OjoKIyMjIURZffC9e/cKIYQYMmSIuHLliujZs6dwdHQUTk5Oon379mLr1q3Vtg0yWbnk5GTh7u4uhBDC3t5eJCcnCxsbG7Ft2zYhhBAdO3YUQgjh5eUlrl27Jh4+fChMTExU6qn/Fffu3RPR0dEvbwNk1SI5OVm4uroKIYTYuHGjmDVrlhg2bJgQQoh169aJefPmiYyMDDFo0CAhhBADBgwQ165dE35+fiI9PV0IIURpaWm19F1Wvcr3HWPGjHlmmz97TCaTvT0OHDgg3nnnHVG7dm2xevVq0bp1a9G6dWthZ2cnrl27JkaPHi26d+8uvv/+e6GlpSUcHR3FihUrhIaGhnBychKnTp0STk5OoqioSBQWForu3bsLIYRo2rSpuHbtmhCi7Jh84cKFQgghevToIe7du1dt2yv7Z0hPTxd+fn7V3Q2ZTPaSJScnCzc3NyGEEJs2bRKhoaFi+vTpQgghpkyZIiIiIip9/11dXcXjx4+FEGXjOpcuXRLffvutWLVqlRBCiJKSEiFE2Xl0eZv169cLIYTw9vYW165dE97e3iI9PV08efJENGnSRAhR9tsUHx8vPSc9PV2EhoaKuLi4F96+oqIi4ezsLHJycsQHH3xQ5fjT0/dt3rxZTJ8+XezZs0daTnp6ukhMTBRCvNi5e8Vte1MVFhYKHx8f4e7uLvr37y8iIiLEzJkzhZOTk3B2dhbp6ekiPT1dKBQK4ePjIzp16iTS0tKEEP/3XsfHx4tOnTqJTp06ifj4eJGVlSU+/PBDIcT/vRdCCGFrayuGDBkirK2txbZt24Snp6do166ddJyyatUq4eDgIBwcHMTx48eFEEK0adNGDBo0SLRp00acPHlSrFixQhgYGAgnJydx+vTpF9rm7du3S+M3JSUlomvXriIvL0/k5eWJLl26CCGEdEwlhBARERGiY8eOIisrS9y8eVP069dPWtaTJ09EQUGB9Letra0QQggLCwvh5uYmHBwchJaWlujWrZto2LChyMvLE+3atZPWY2BgIIqKikTXrl2Fk5OTdN/Dhw/FuHHjRI0aNUSnTp2EhYWFyMrKEu+++64oLi4WJSUlwszMTFy6dEnUrVtXGBoaCicnJ1GrVi2RkpIinJycRGFhoTh16pTK+eSTJ09e6DX7J1i9erV0u+L797zKX//ntX37dnHnzh0hRNln5NixY5XayGN+MpnsZQCOieeMhZFz5MpkMplM9i8wdOhQrl+/zo4dO/jqq68IDw8nISEBQ0NDqc3T6chbtGjBwoULUSqVHDt2jN69e1dH12WyStq1ayfdXrlyJWlpaXz11Ve4uLhw4cIF+vXrR15eHg0bNmTMmDEUFRUxf/58UlJS/vK6cnNz2bZt28vsvqyaVJxxunbtWulz1KFDBy5fvkyjRo24e/cud+7cITc3l4YNGzJ16lRCQ0Px9/fn8uXL1dl9WTUrLxvyVx+TyWRvj127djFixAgCAwNxdnamtLSUTp06oauri0KhYPfu3RQUFODp6Unt2rVJTEwkKCgIPT09lEol9evX59y5c7i6uuLm5saNGzcQQmBmZkbDhg2l9bzsrAQymUwm+2fS0tLCw8ODpUuXMnDgQGJiYvD29ubKlStVtvfy8qJPnz5ER0dL9w0fPpzdu3fj5OREYGBgpefs27ePbt26YWtrS8OGDenbty+9e/cmMDCQ2rVrP7NvCoWCuXPnMmvWrBfaNk1NTSwsLPjqq6+4efMmp0+fpqioiOLiYmn86fTp0yxcuBAoK3u/fft21q9fT0FBAQDjx48nLi6OrVu34ubmhru7OzNnznyh/rzJduzYQceOHYmLi6NWrVo8ePBAKn30/fffExYWBpSV1IyOjmbx4sXMnz9fZRkzZsxg79697N27l2nTplG/fn3y8/N58OABiYmJUkmyGzdusHz5clasWMHs2bPZuXMnn332GZs3b+b27dvExMSQkpLCTz/9JL332dnZrFy5kqVLl7J27VqCgoKwsbFBqVRiY2PzQtvs4+PDjRs3cHR0xNvbm2nTpuHm5iZlSH5aZGQktWrVon79+tSpUwcvLy8cHR1xdnZm3rx5HDlyBAcHBzp16iRta2lpKQUFBRQUFNCyZUuaNGmCg4MDbm5upKamMnHiRLKysqSSXBXHTBs1akTXrl3ZsGED7du3Z/bs2bRt25Zhw4Zx5swZunfvzu3bt6VSj23btpVekwMHDjB16lRSU1NZsmQJtra2UjY8Z2dnIiIi/tJrpVQqmTp1apWPffzxx0DZZ+ju3btA2WchISFB5fEXoVQqSUtLAyAuLo6ff/75T9uXlpayZs2aF17fi6i43f7+/rRv375SG3nMTyaTvW5yKSuZTCaTyf4F1NTUWLFiBf3796dDhw707t0bOzu7Px1omTJlCkFBQeTl5aGurs6qVauwtLR8jb2WyapWMQV3UFAQZ8+e5YcffqBhw4b07NmTli1bcv36dWJjY9HQ0EBbW5vGjRuTnJysUsrov//9r1SLfc2aNZibm+Ph4aFSjmLlypXEx8ejUCjYsmULderUqcYtl/0dqamp0v+DBg3i+PHjABw7doymTZsC4OTkhJOTE2PGjAGgSZMmhIeHExAQwPjx49m5c2f1dF5W7RwcHNi4cSOff/45GzZsoKSkBFdXV5KTk3FwcGD//v0oFAq6dOlCQkICI0eOJCAggJiYGGbOnEn79u35/fff/3Ul5GSyt0lwcDCjRo3i6NGj+Pr6YmxsjJWVFSUlJbi7u3Pz5k1OnDiBlpaWdCEG/u9CjqmpKTY2NuzZswcNDQ2KiopQU1OrVFrk6WB5mezPWFhY8OOPP1Z3N2Qy2StgZ2dHaGio9HdV5Zkrfv/Hjh3L2LFjAejXr590f8VAHUDleHTChAk0a9ZM+nvYsGGVShDNmDFDuh0ZGQmU7Xv27dv3F7amMl9fX/r160dwcDCbN29m+PDhKJVKXF1dWbVqFY0bNyY0NJTU1FTy8/OlNh9//DFff/016enpODk58dNPP2FnZ4eLiwsLFy6kS5cuxMTEMHr0aHJyctDR0WHr1q0YGBiwbNky1q5di66uLsuXLwdg48aNzJs3740tIZmWliZNMmnfvj15eXkolcpKpY9sbGzQ1NTEzs6u0qQSNTU1DAwMAKTSZ++99x4//fQTSUlJUmBHs2bNqFGjBg0aNKBly5aoq6vToEEDzp07R1paGqmpqTg7O6ssu/w55ubmL63Uobq6OqtXr1a5z93dXeVvpVJZ5W0om5w4dOhQlfuePg8zNjbm3r170lhAQEAACQkJbNiwAVtbW9avX8+sWbPYtWuXFJxTvh5TU1OSkpLw8fHh0aNH/PzzzxgYGLBt2zY6d+5M8+bN8fT0JDw8nGbNmjFz5kwmT56Ms7MzxsbG7Nu3j0WLFrFnzx4sLCwICQkhJCTkRV+uKpWWlkoTSHbs2IG1tTXGxsYqbf7OBBOlUomDgwNWVlZ4eHhQWlpKcXExgwYNIjMzE3NzcwICAvjuu+8QQhAYGMiZM2dQKBTStn755Zcq584JCQnSZzE0NBRXV1diY2OZPn06HTp0oLi4GCgb0wkODqakpIQxY8YwcOBA/P39MTQ0lErcDx06lLi4OM6dO4evry/5+fk4ODigp6fHuHHjqFmzJgMHDuTy5cvymJ9MJnutXnlgjpqamgewGNAAwoUQ8171OmUymUwmk/0fhUIhnbBv3boVoNIMk6oGWgC2b9/+qrsnk70Ujx4X3kxLAAAgAElEQVQ9IiAggFOnTpGdnc0HH3zAxx9/jLGxMY0aNaJp06bEx8eze/duNm3axPfffy/NMjt37hxhYWEsX76c2NhYdHV1mTp1KklJSQQFBZGRkSFf8HgLlM84ffz4MdHR0UybNo1u3bpRq1Yt1q9fD0BgYCAzZ87E19cXKNs3Hjx4kEuXLjFhwoTq7L7sDdCwYUNu375NQUEBhw8fxtHRsVKbDz74gBkzZtCjRw8CAgKkbF25ubnSb7FMJvtnql27NuPGjSM0NBQvLy/U1dWJiorC1dWVX3/9lZYtWwJQr149iouL+eCDDwgPD0dHR4d+/foxZ84cxo8fj4uLC2pqarRq1Yrvv/++mrdKJpPJZP9GkZGR3Llzp8rHlEolCQkJKkFBV65cYcaMGSrjRX+Xp6cnM2bMoHXr1tSpU4cdO3bg4OBAQkICQgi0tbXZvn07CoWCvXv3oq2tzdq1a/n4448JCQlh4MCBODs7k5iYiJaWFklJSejp6bFo0SLq1KlDZGQkenp6hIeHs2nTJnr37s2WLVs4cOAAGhoalJaWAtC6dWvCw8Nxc3MjNzcXIyOjl7aNL4OlpSWpqal4enpy8uRJWrZsiZubmxRUUVRURGZmJmfPnqWkpITU1FQp2KRcaWkp9+/fB6CkpAQoC97y8/OjqKgIKysrQDU4+OlAYUtLS959911pXLGoqKjKdk/f96aqWbNmpWCd8vO1WrVqsWnTJpXHKrYtD9CJjY2ttNxDhw5Vuq9jx44kJiaq3FcxkO5FZWVlMXbsWDIyMvjhhx8wNTXFzMyM9PR0dHR0yMjI4Oeff5Yy2hgZGaGvr09MTAzGxsacPXuW7OxsLCwsMDIyIi0tjXbt2uHi4sLXX3+Nra0tjx8/xs/Pj6SkJDIzM8nOzqZJkyZcvHiR7du3c/fuXWxsbLh79y6fffYZWVlZlJSUcPjwYXr06MGTJ0+Ii4sDkLIGAcyZM6fSuXN5ZicADw8PXF1dCQsLY9++fdy7d08KCvvyyy+JiorC3NwcBwcHPvzwQ6Ds/Vu8eDGdOnVi+vTpeHh4MHXqVJo1ayaNe+/atYv58+ejUCgQQnD16lV5zE8mk71Wr7SUlZqamgbwPdATaAV8pKam1upVrlMmk8lkMplM9vZSKBTSAOH+/fvR0tLCy8uLy5cv85///Ifc3Fz69etHkyZN2LhxI23btkVXV5e0tDRpJpmdnR0RERHSLLNRo0Zx//598vPzCQgIwMnJia1bt5KVlVWdmyp7iRQKBbGxscTFxaFUKjExMeH7778nISEBTU1N+vfvT//+/Vm/fj3GxsaYmprSuXNn7t+/T4cOHRgxYgS2trb8+uuvdOrUie7du7/2NMyyN4OHhwdxcXFER0dLAVwVWVtbo6OjI2XA0NDQoGbNmpibm2Nqavq6uyuTyV6iFStW8Omnn3L27FkmTJhAjx49aNKkCatWrWLAgAEsXryYpk2boqGhQZs2bdi8eTPGxsZSyQQouwipVCpJTk6WgnIqXuiZMWOG1D4yMhILC4vn7l9kZKR0kXHevHlkZmZW2a78sVOnTlWZfeGf5FklGCqWaZDJZP98kZGRfysg5J+4v6t43vsq+Pv7s3PnTpVsOdWhRYsWUiBDaWkpQggKCws5c+aMSrvyY2t1dXUOHDiAj48Pubm5ZGVlYWJiwoYNG9i4cSMeHh68++67lJSU8Pnnn+Po6Mh///tfsrKySE9Pp127dlLGmPJlvuklJPv06cOvv/6Ku7s7ubm5GBoaVln6yMzMjD59+vDJJ5/wxRdfqCyjqlJQBgYG1KhRg549ez5XP6oqEfUsjRo1ol+/fpw/f/4Ft/rVexsymZqamrJgwQLat2+Po6MjHTp04I8//kChUHD69GmsrKz44YcfaN++Pa6urly6dAkTExPq1KlDQkIChYWFUpYjFxcXbt26RWpqKtbW1rRr1447d+6wf/9+vvnmGyZPnoypqSnvv/8+33zzDQYGBsybN4+mTZvSrl07AgMD+eWXXwA4cOAA33//PVlZWSql6J/29LlzeWYnAwMDle+pvr4+jRo1krLZ3Lt3DwsLC7S0tLC0tOTmzZvS8gB0dXWfuc7yDF2DBg3i6NGjf/MdkMlksr/uVWfM6QhcFkKkAaipqW0EegO/v+L1ymQymUwmk8n+BaytrZk8eTJHjhzh3r17HDt2DENDQ0pKSvjhhx84e/Ys5ubmpKWlSSfrqampDBkyhNu3b6vMMouJieE///kP69evJyQkBCEEWlpa0owy2dtnx44ddO3alUmTJtG/f38WLVrEO++8A8Dt27cJCQmhYcOGz5xdJfv38fX1ZcqUKdy4cQMbG5tKjz89O7S0tJRHjx6Rm5vL7du3X1c3ZW+p0tLSSmWPXsVzZFUbO3YsdnZ2JCQkMHHiROn+itkpy2fbViypUJ6V7VWLjIxk4MCBqKurM2nSpGe2K38sPj6e4uLiP71g8qZbvHhxdXdBJpNVg/IgHX9//2e2USqVKJVKZsyYwYQJE+jfv/9z7e+uXLlCWloa3bt3f0m9fTOMGjWK0aNHY21tzaJFi1i9ejXffvstLi4uBAcHc+HCBXR1dStljZg2bRrJyclSKaWXzcfHh507d+Lo6Ii+vj7+/v44ODjg4eFRZfv169fj7u7Ovn37sLe3R1NTE0dHR4YNG8b9+/dJS0vj0aNHXLhwgfz8fFJSUli1ahWZmZlYWVlx8uRJ6dioPJj1TS8hqaOjU2VJ5Yqlj65cuULDhg0rvX/lwSfu7u6VSkFBWVbZDz74oFL7imUSKx7n/FmJKAsLC+m7+bqOfV6Vf0rQzo8//siKFSvIysri0qVL9OrVi9u3b0uT0P744w9atGjBw4cP6dixI1CW2bH8M6+trS0Fo7m6uqKjo4OOjo4U4GJqaoqmpiYFBQVMmjSJgwcP8uuvvxIfH8/Dhw+l55YHkpcH0QAcP36cZs2acfbsWam/T58rV3XufP/+faKiorhx44Z0X35+Pvfu3ePWrVsAGBkZceXKFWmsz8zMTGV52dnZQNnne8aMGSrfi9q1a7N06VKysrIICAggPDxcHvOTyWSv1asenTEHrlX4+/r/v0+ipqYWpKamdkxNTe1Y+Y5VJpPJZDKZTCZ7HoaGhqSkpJCYmMiJEyeIjY0lKiqKefPmsW/fPnJycjh9+jSWlpbo6+vj4eHB0qVLGTNmTKVZZp06dSImJgZvb2+uXLkClA1a3L17F19fX+7evVu9Gyt76dLT02nTpg0Azs7OhISESIM6ZmZmNGzYUKW9PLtK1qRJE9LS0ujSpctztf/iiy9wdHRk2rRp1K1b9xX3TvY2UCqV9OrVi549e9K9e3dOnDiBs7Mzvr6+REZGkpCQQOfOnencubOUESQmJob27dsTFBSEg4MDUHaxcsyYMXh4eJCVlYWzszMODg4EBwdL6+nTpw+9e/fGwcGBqKgoXFxc8PLyeiMvSr0pXnUGg2d5+j0sLS0lMDAQJycnevbsyZEjRzh16hQuLi6sW7cOf39/Ll++jLe3t3TRZPz48Rw9elR6bOXKlXz99df4+fkxatQo6cLJokWLiI6Ofu3b+LyUSiU+Pj706tWLd999F4ApU6Zgb2+Ps7OzSsbDs2fP0rt3bx48eFBd3ZXJZC/oyZMn9O7dGw8PD/bs2QPArFmzUCgUzJ8/n9u3bzNnzhx2794NlP0Wfv311+Tl5eHt7c2nn34qPfbo0SNpfyeEYNSoUXTv3h0vLy/u3bunst4rV66QlJT0ejf2NfDz82Pjxo0A7N69Gy8vL6CsFE/jxo1JSkpizJgxLF++XHrOjRs3OHLkCL/88gudO3d+Jf1SV1dn9erVpKSksGvXLoYPH87Ro0eZPXu2FOSqVCrR1CybX969e3dOnjxJ27ZtefToEdbW1vz+++8YGBiQkpJCmzZt8Pf3p06dOly+fBkPDw+OHDkClGV86devH127dsXZ2ZlLly69km36q4QQr/zYq6p1BAUFYWZmJmUWlv3zLFu2DDs7O1q1aoW9vT3GxsbY2Njg5uaGUqnExsaGH374ASMjIyl7UU5OTpXBaBUD+csfV1NTQwiBrq4uCxcuxMXFhezsbFJTUxkzZgy1a9dWae/n58fZs2dxdHTkzJkzGBsbq/S3Y8eO9OnTR8qs87TyzE7ffPMNvXv3BmDixIk4Ojoyc+ZM6tWrB5T9FgwYMAAHBwdGjx6NlpaWtIzS0lIpqMfd3Z0bN26o7NdWrFiBo6Mj3t7e+Pv7Vznm9zq+kzKZ7N/rVWfMqaqYpMoeTQixElgJ0KFDB3lvJ5PJZDKZTCZ7aQICAkhPT8fAwICDBw9So0YN6bGQkBCVWWZAlSnOyweCZW8fS0tLzpw5g6enJ6dPn5Yu8AFVZph4enZV+WC/7O1VcYZouYMHD6r8XT6jsmKGjPLbnp6e+Pj4kJmZSVBQ0Kvsquwt8vjxY+Lj49m0aRN79+7l/7F35gE15f//f7SLFGPfIlvGGpGlxVVRSsnITrJFPhif8R0zSGLEYMLYCiFUthjbUFRuKRQhjWmshUlo0SBJde/vj373fLp1GWaYMOfxD517zrnvc++557zP+/18PZ+PHj0iMjISDQ0NLCwsOHHiBFAarWZra8uyZcuIjY0lLy9P6Xw1Nzdn3bp1vHz5kpMnT6Kpqcno0aOFiSi5XM6hQ4dYsmQJiYmJREVF4eHhwaVLlz5qF5VPkdq1ayt9h35+ftStW5fAwECh8l/h5qOpqUlUVBQATk5OHD58mDFjxnDx4kVWrlwp7NPDw4Pi4mImTpxIXFwcu3fvZvHixRw/fpxDhw5V1qG+ES9fviQ8PFwQosXHx3P69GnU1dWFiZSrV6+yZs0agoODqV69emU2V+QdI5VKiYyMfCuR3OXLl5HJZG98bZs+fbrgrClSORw8eBAzMzPmzZuHh4cHjx8/ZuvWrbRp0wYjIyOOHj1Kx44dGT9+PJ9//jmfffYZK1aswNbWlufPn9OjRw8uXbpEQkICWVlZfPPNN3z++ee0bduWwsJCli5dSlFREaampjRs2JCOHTuyYcMGNm3aRHx8PGfPniUqKopFixYRHR2Nuro6W7dufauIwQ8Jc3NzfHx8SE9Pp0GDBsJzcWpqKrt37yYiIoLi4mIl8fmdO3eEIgZTU1Oh/1GZdO7cuULMlWICH5Sf3VW5nkydOlUQKQOCMyrwl+PSiouLGTNmDBkZGTRq1IgqVaowe/ZsPv/8c9asWUODBg2QSCRMmDCBp0+f8vnnn7NhwwZ8fHy4c+cOGRkZ+Pr6Mnv2bPT19Xn48CG7du3CyMiIZcuWcfjwYXR0dAgKCiIlJYW0tDTGjx9PzZo1yczM5ODBg+jp6bFq1SqcnZ1f+R4hISFCFBDApk2b/tLxvisePHjAli1bmDdvHoGBgQQEBLBw4UJBNPaxIpPJ8PDw4MaNG1StWpVZs2bh5eUFwOLFi7G1tUUikWBubk5ERASTJ08mJiaGlJQUli9fjp2dHRKJhK5duxIXF8f48ePx8PBAIpEI/TyJRMKOHTtIS0vjypUraGtrU6VKFY4ePYq+vj6FhYVIJBJSUlLYtm0bY8aMYfr06bRp0wYdHZ0KBUh/RtOmTVm8eDFZWVk0adIEY2NjdHR0iIqK4u7du8J63bp1Y/To0UilUrKysjAzM6Nfv37C635+fsL/Q0ND6du3L0VFRXTs2JGXL1+yYcMGatSogZGRER06dMDX15cuXbqQlJQkOFwXFBSwfPlyqlSpQp06dRg5ciRBQUEUFBTw5Zdf0rt3b6D0OX7t2rUUFhYyZcoURo0axZYtW2jZsiUvXrwgIiKCCRMmEBAQ8Ea/Fx8fH5VjAyIiIiJvy/sW5vwONCnzd2Pg/ivWFREREREREREREXmnbN++vbKbIPIB4+LiwpAhQ7Czs0NPT4+MjIzXrr9x40YOHDjAs2fPlGJMRP6dKCYG//jjj1dO3oWFheHv709+fj5r1qz5h1so8rGiiIswMTFh8+bNdOrUCQ0NDaC0IlVfXx9AWKahoUG1atWoVq0atWvXFvZjamoKQE5ODp6enuTl5ZGeni44iihs6hs2bCgMPDds2LCCe4BI5VP+O2zVqhW9evUCVAtJFXzxxRdMmTKFtm3bCueDKl41YfuhUl5cMXv2bMaOHUutWrXw9fUlPDycO3fu0K9fPxITE9HU1BSEHKLg4t/J5cuX3zi6TSaTiefIB8Dt27eF+6GpqSmxsbHk5+fz4sULrl+/ToMGDSgsLKRNmzb4+fnh5OREVlYWz549IywsjEOHDvHw4UNu3rwp7PPbb79l6NChHDx4EH9/f4qKihg0aBB+fn6CcNXDw4PmzZuzePFiUlJSyMjIQCqVkpqaytKlS9m4cWNlfSR/CzU1NczMzPj666+ZMGEC586dA8DY2Bg3NzdmzZoFlEY8x8fHA6WT8QoRzKVLlyqn4UBhYSFDhgzh5cuX1KhRAxsbG3bv3k1RURF16tRh7969nD59WrjOl406GzduHPfu3cPQ0BBDQ0N8fHwIDAwUxgl+/PHHvy1G/umnn2jbti27du1i8eLFtGrVirCwMObPn094eDj79u3D29ubOXPm0LNnT7755htB6N+6dWu2bdtGeno6Dx484OTJkyQlJbFs2TJ8fHyIjo4mPj6euLg4li5dypIlSwgNDaV9+/ZIJBLOnj3L2bNnWbBgAd9///1r3+NDQi6XU69ePaFQau/evcTFxX2w/Y+goCAePHhASUlJheIuBTNnzsTPz48lS5agpaVFTEwMMpkMKyurCqJ6KI1I9vb2pmHDhvz666+UlJQwZcoUIXJs0KBBLFu2DEtLS5WxfYaGhgwYMAAvLy9atmzJrFmzcHV1Fb5/FxcXJaGdi4sLmpqaLFu2DENDQ6DUPQcQHKPhfzFQZYtOFNeEN8HX1/eN1isvOl+1apWSGBNgyJAhLF++nP79+3PgwAEWLFhAYGAgzs7OjBgxAn9/f8LCwoDSeKs9e/YApQ5qZdsPpS6Kbm5u+Pr6YmFh8ae/F0XUnYiIiMi75n0Lc84DrdTU1IyADGA4MPI9v6eIiIiIiMg/wl+p1BMRERER+XPKVoOVx8fHBwsLC2FA6++go6PDgQMH0NTUFCztFQNtZSssFZWUtra2zJw582+/r8inxesm74YPH87w4cP/wdaIfAokJycL/9rY2HD16lXhNZlMxpMnTwAoKSkRlj1//py8vDyys7OFdRWCjdDQUFxcXHB3dxdiPAAlG3tVlvYiHw7lv8NOnTpx7tw5BgwYIDjmaGlpUVJSonTvrFOnDgUFBQQFBTFypPJwnJaWFoWFhUDFCdsPnfJiJEUkzZIlSzh69Cj29va0b9+e2bNnY21tTdOmTYV1RcHFp0FKSgpOTk7k5ubSunVrZs2aRfv27Vm9ejVNmjThwYMH7Ny5E11dXfz8/Ni0aRM5OTmcOnWK4OBgpk6dyrVr19DV1SU4OJjk5GRWrlyJXC5n6tSp+Pr6EhcXx7Zt29i+fTvPnj1jyZIlSpX/Iu8XIyMjkpOTcXBw4NKlSzx58oQePXpw5MgRNm7cSG5uLkFBQRQWFuLs7EytWrW4ffs2bdq0ISkpCVNTU8LCwmjRogVqamrCPbNLly7o6+sza9YsMjMzmTx5MhKJREm4qiA1NRWpVCo4JHzskT+jRo1CIpGwa9cuQZjj7OzMjBkzsLa2BkrFBQoBcIMGDTA1NcXS0pJOnTpVWrsPHjxIr169+Pbbb/H09ERTU5OjR4+iq6uLl5cX0dHRSlE2ChISEtDR0SEyMpJly5ZRUFBAdnY2hw8fJjY2lsePHzN+/HgOHjz4t9p369YtQdzTtWtXEhISiImJYfLkyVSvXp1q1aqRmprKt99+i5qaGs+ePcPMzAxASTTboUMHNDU1MTEx4ebNm6SnpwuORV27dmXhwoXUrFmTnJwczpw5w+zZs4mOjubevXs0btz4jd7jfTJp0iS++uorJaegnTt3vtYl6Mcff8TFxYXExETs7OxwcHBAT0+P//znP1y+fJktW7Z8MPft+vXrqxTIKFi9ejUAMTExwjVDXV1dpageSgXyWlpatGnTRog8LiuO79y5MxoaGjRt2pRHjx79aV/9Vd+/grJu0goxS2WiSnSucDBWnLOtW7fm1q1bFBQUkJGRgZGREampqYJ47e7duzRq1IjCwkIsLS2xsbGhSpUqFBYW0qdPH4qKirh16xZQ+lweGhpKfn4+MpmM1NRURo4cyePHjykqKhKKG3bv3s3jx4+5f/8+a9asYfDgwejq6qKtrS265YiIiLwTXl1W8w6Qy+XFwDQgAkgF9srl8quv30pEREREREREREREROSfwdHREXNzc54/f65UUSYi8qZYWFjw+++/M2LECKBULNGnTx8AAgMDsbS0xNLSUmVUnoiIKrS0tLC3t2fDhg0VJoG9vb3p168fffv2ZcGCBUCpW4iVlRXe3t7CwH5ZrK2t8fPzw8XFhfz8/H/kGETeLeW/Q319fTIzM7GysmLAgAFA6f3MxcWF/fv3K207YMAADh8+TI8ePZSW9+jRg+DgYKZPnw6UTthKpdJ3Inz9p0hLS+OXX37BwsICPT09jh8/zv79+1m/fj3Vq1dn0KBBrF69mtzcXGEbRfyVRCJhzpw5dOvWjS1btgClFdampqZ4eHgI6/2befDgwSsr34OCgggMDPyHW6TMkSNHcHBwoFmzZuzevRuA48eP4+joyKFDhzh16hSnTp2ic+fOeHh48PXXXxMSEsLRo0cxNDQkOjqaadOmERAQAJRGpB05coT+/fsL7zFs2DCkUilRUVH88MMPlXKclcGH4BTg4uLCmTNnsLOzIy8vj8aNGwvxLIsWLeLy5cv069ePY8eOkZmZKUT/GBgYsHv3bqZMmYKGhgY9evSgevXqBAcHc+vWLczNzUlPT8fa2hpLS0uMjIyQSqWYm5sjl8sFkSOUusn069cPqVSKVCplx44dlfyp/D3U1NQYNmwYmpqa+Pj4YGtri5qaGmvXriU6Opro6GicnZ2RSCRCAdrixYs5ffo069at+8tRT3+XtLQ0QaBiYmJCfn4+EyZMoHfv3oSFhXH//n2VooXy20GpE1NycjJ9+vThiy++IC8v72+3r3nz5iQlJQFw4cIFjI2NadasGStWrMDFxQUoPZdWrlyJVCrlwoULQvxWWaHpL7/8QklJCcnJybRo0YJmzZoJYu0LFy7QokULAJo0aUJ0dDTW1tb88ssv1KpV643f433i6uoqCD7Cw8M5c+YMc+bM4dSpU1SvXl3JkeTEiROCW6OrqysmJiZERUUxY8YMfv75ZwD27NkjPF9VBi9fvmTgwIHY29sLEWmjR48GICAggB49evDNN98IYg2JRMLLly+5cuUKa9euZdasWchkMkFU/+TJE+HaAv8Txb9KcJOcnExJSQl37tyhbt26GBgYkJmZSXZ2tuBqU/56per7V7B9+3ZiY2M5evToB+FMpBCdK66/bdq0Ec73sg5dEokEb29vQTxobGzM7NmzWb16tfCM3bFjR+7cuUNUVBSNGjWiqKiIkydPEhcXR0lJCTdu3KBLly4MHDiQunXrkpubi7GxMcHBweTl5ZGcnKz0rD5o0CCCg4MJDAxk4sSJHDt2jIKCgn/2A/pAUAjkAJV9Y8VzhEQiobi4WOU+pFIpt2/ffn+NFBH5yHjfjjnI5fJjwLH3/T4iIiIiIiIiIiIif8abOF2lp6fj5eVFcHAwFhYWKrPpRd4t5XPYFbi7uwvWzBKJRLAjDg4O5vvvv8fQ0JCtW7f+rfdWDLKJiPwdGjduTHZ2NgUFBSQkJGBlZfVeKnJF/h2YmJgo3aeCg4OF/9vZ2QkW9wocHBxwdnYmIyNDsH4vO3nWuXNnIYqiLIqJhLLVvwqHsDe5X6paJz09HR8fn0qbvPtUUfUdKiYoFMycOVNwdRs8eLCwfOrUqUydOlX4u+x3c/r0aeH/ZSdsP2QkEolw7q5bt474+HicnJyoV68ee/bsYciQIbRr1w4bGxvOnj3LihUrXnlMQ4cOxcfHh759+zJhwgSWLVtGbGwseXl5/5qq6K1btzJ+/HiVr9WvX/+VkR2VjSKKr1GjRqipqbFz506lKLaFCxfi6emJtrY23333ndK2qamp7N69m4iICIqLiwVhtqo4m4iICH788UfkcjmPHj1658dRvg88a9YsvLy8gFJBhK2tLRKJhJ49exIZGcmUKVOYMGECY8eOJT09HXV1daKiorC2thbcJhV9Znd3d2rUqMH58+dxcHAgMzOTs2fP8p///Ifx48dz8+ZNpk6dSmFhIX379sXLywt3d3f09PS4fv26EL1SWejo6HDkyBHh78LCQlxdXVFTU8PS0hJ7e3syMjKYOnUqlpaWxMXF4eHhgb+/v+CWoIhr0dXV5fTp08THx+Ps7IyOjg5TpkyhdevWuLm5CeIJKD235syZw7Bhw9izZw/169dHIpGgpqbGiBEjhPvsx8bp06eZPXv2Rxn1bGRkREpKCg4ODly5coXmzZvTunVrQkNDmTdvHnK5XBAtQKmjVseOHTEyMiImJgaAK1euCPvq1q2bICApKir62+0bNGgQo0ePxsrKigYNGvDNN9+gr6/P0KFDhTbNnTsXDw8P/vjjD9TV1dm8eXOF/dStWxcXFxeysrIICQmhfv369OnTh169eqGtrS18d7169RIcVPT09ATh7Zu8x/vExsaGZcuWCU5B165de2sHH11dXerWrcvdu3dJSEhgyZIl/1TzK3Dw4MEK0UoAxcXFBAUFER8fz4ULF0hISBBeU1dXx9PTk4SEBM6fP8+AAQMEUb1cLmfRokVv/P779u1j5syZjBs3Dm1tbTw8PHBycsLCwkIQNdnZ2TF16lSGDBmi8vs3MjJ6dx/IO8ba2ho3Nzfh+bhGjRqCGLNmzZrCekOGDKFjx46kpieZB0UAACAASURBVKYC4OHhwaRJk/j111/Jzc3l4sWL1KhRQxhHatiwIVWrVsXQ0JDGjRvz5MkT7t+/j5eXFw8fPqRp06bo6+szd+5c+vbtS3p6OmpqarRp0wZjY2Pgf+fo7du3BQH83428+1gxMTERhI2qeBNHK6lUioWFBc2bN3+XTRMR+Wj5sJ+2RUREREREREREREQ+eQ4dOkTdunUJDAxEJpNVmGwsT6tWrQgKCsLT05Nz585VcAEQEakM7O3tCQ8PJzo6Gg8PD6WKXBGR90lYWBj+/v7k5+ezZs2aym6OyEfIxzpha25uztdff41MJmPUqFEcOnSIevXqcefOnTfaXhEjoXAT0NDQoFq1alSrVk2INPiUkclkFYQ5Z86c4b///S/VqlVj9OjRREdHExwczMGDB/n+++/R1dUVBHwAGRkZTJo0icDAQObOnYuBgQFJSUmCq5cq8cfcuXOJiYlBW1ubkJAQfvrpJ6XYqTeZ/CrvMFA+is3ExISgoCBCQ0MJCgoS3FagtNrezc2NWbNmAaUT8/Hx8SpdJZYuXUpMTAyFhYWYm5v/pc/5dZTvA1tZWQmCGHt7e8HBqqyIzM3Njd9//52YmBjkcrnSZ1Ge3r17s3r1aoyNjdm9ezd+fn5YW1szfvx45s2bx5YtW2jSpAkjRozg999/B0p/V+vWrXur43iVUFNR7DB9+vS3iqORSqUYGhrSvHlzwsPDKSkpwdHRUUmoo6C8eEyVMFRRaGFubs6ZM2eUXlMlXI2NjVXaf2UL1NLT07l9+/afPiO9DktLS8Gx5GPDxcWFIUOGYGdnh56eHmZmZoSEhHDhwgUMDAxo1aoVHTt25P79+zg4OAgOMt27dycgIAAbGxsaNmxImzZtqFOnDo6OjlhZWaGhoYG1tTXz589/5Xu/SaGOlpYWe/bsUVrm4ODAs2fPhL/r1KnDTz/9pLRO2WsplAr9y4qxAebMmcOcOXOUlo0bN45x48YBEBIS8lbv8T7R1NRUcgpKTExk9OjRgsihuLiYlJSUP3XwGTlyJLNmzcLMzEzp+vYmovE/Q3F9eF0klYLbt2+jr6/Pli1bMDU1Fa4L2dnZ5OTkoKGhoVKwoKamxv/93/8pORCWF9UrCo5AOUK77P+XL1+uJCx2cHDAwcFBaT+urq64uroKf5f//j9kVInOy39OAG3btlVyYlFEUCrOh+7du5Oamqq0zsCBA6lXr55SjO+KFSuE80chbpLL5eTm5nLr1i0mTZqEj48PUqlUOEcVkYpt27bl0qVLKtv3sXD//n1GjRpFUVERHTt2ZOjQoaxatQqZTEZubi4RERFcuHBB5TLF5/b06VPc3NxITk5m+/btmJiYVLhGhoeHs3TpUvLz85kxYwbDhw8nKCiIn376CVtbWxYvXsz48eN5+PAhderUITg4WGUUoYjIp4wozBEREREREREREflXkZycTP/+/SksLGTatGlcvHiRxYsXC4M0/5YK6Q+J69ev06tXL0DZavtVts6dO3cGSiddbt68KQpzRCqFy5cvK9kyu7q6MnfuXDIzM+nQoQNZWVmvrcgVnUVEVFHWDeRNGT58OMOHD3/nbUlJScHJyYnc3FzCw8OZPXs2165dEwbEy+Lt7S1ExlQ2r3MAEVHNxzphW7duXTIzM2ncuDHm5ua4uLjg6en5xsKc8oIGmUzG8+fPycvLIzs7+300+S8hlUrx8/OjuLiYwsJCwsLC8PHx4fLly+jr6xMSEsK6devo0qUL/fv35/Dhw1y7do1p06ZVmPwICQnh+PHjPHv2jN69e5OSkoJEImHhwoUcPXoUHR0d5s6dy/bt2+nTpw/R0dHIZDJ8fX2JjY1FV1cXmUxGWloa9+/fZ9KkSWzevJmGDRsCpdewH3/8ke7du7NgwQKV4o/4+HhOnz6Nuro6crlciJ3S1dVV6u+9DaNGjUIikbBr1y4ApkyZQlpaGoWFhWzbtg0dHR3c3d355ZdfWLNmDTNmzBBEDjNnzkRfX1/lfgcMGICVlRVmZmbUqFHjL7XtdZTvA6upqQlt0dDQENYrKyLT0tJi7NixjB49mqZNm/Ldd9+9ss+scBZq0KCBsA/FuteuXWPMmDEA5OXlkZGRAbzezeKv8jaiHFCurre3t3/n7XlTZDLZPxYD9DrS09OF6KJ/Izo6Ohw4cABNTU08PT1p3bq1yojY48ePV1i2efNmNDU1WbZsmeCgVFbYUpYP5fv+mHF1dRWcgmxtbf+Sg4+NjQ1jx44V3MMqi6ZNm5Kens706dOZMmUKcXFxmJmZUbt2bWrXro1MJhOcmMpSNl5KpHJQV1fHz89Pya02PDycrKws0tPThQg7MzMzrKyssLKyUrmfiRMnMnjwYHbs2IGOjg5QGvO5ZcuWShdsvi21a9fm5MmTaGpqMnr0aG7cuAGUxoL6+voSFRWFgYHBK5dB6bEnJCSQlJQkCHPKY2Vlhb29PcXFxUgkEtzc3HB3d8fCwgJbW1vWrl2Ls7MzI0aMwN/fn7CwsEqNrBMRqQxEYY6IiIiIyAdPXl4e0dHRfPHFF5XdFBGR11L2AU2MQPpwefHiBSdPnmTPnj1cv369spsjQmnl8rlz5xgwYAAymUxYrrAkb9KkiTBwAKXiKgcHB5KTk4UJBRGRykJhydy0aVOlaua3rcgVEfkQUQzMRkdHY2hoiL+/P8ePHycgIECIf8nMzCQxMZHTp08TGhpa6fEnojDn30WDBg3o0KEDzZo1Iysri169egnijLdl9uzZWFlZYWJiQr169d5xS/8eZfuv69evJz8/n9jYWIKDgwkICGDIkCEsX76c/v37c+DAARYsWEBgYGCFyQ8ojYtQuDscPnxYqNxfuHAhO3fuZOTIkZSUlJCVlQVAVlYWTZs2RVdXF/ifiDogIABfX18aNWoktFMhBFGsq0r8MXv2bMaOHUutWrXw9fWtEDv1Z599WQGjwvXg119/ZdiwYcTFxREZGanS/alsdFtZoYhivEHhwjB9+nTi4uKQSCRERkZiaGhIhw4dqFWr1jsXR5TvA8tkMp48eQKgNLFbVnhTUlLCiBEjcHNzw8PDg/Pnzwt9Zl1dXR48eKByu/JCNGNjY1avXk2DBg0oKSlBTU0Nf3//NxImFBcXM2bMGDIyMmjUqBETJkxQKn4ICwtj0aJFQr9e8WyckJCAp6cn+fn5VK1alYEDB6Kjo0N4ePgrq+s7dOhAcXExEydOZMaMGYIgrW7duqSmpnLjxg1atWpFamoqXbt2paCggIiICKpWraoUE3b8+HEiIyMrRIWVfW5XxIBJJBLMzMy4f/8+//d//8eXX35JYWEhzs7OzJ07l5ycHFxdXdHV1UVLS4v//ve/9O7dm6lTpyoJWJOTk1m9ejVyuZycnBw8PT3ZunUrVapU4ejRowAqtynvWLBp0ybi4+M5e/YsUVFRb3WOfSo4Ojry7NkzWrZsKfQ/3oQJEyaQlpaGvr6+cA0si1QqZeXKlcjlcjw8PFixYgXFxcV4e3sricK2bdvG9u3befbsGUuWLKF3794MGDCAkydPAqWxPBEREX/Z+aFZs2YVRM8fI2WdgqpXr/5aB5+yx1zWQQZK7yWdOnWqsP+yovFdu3YxduxYwQFkw4YNSKXSCr8fbW1thgwZQmFhITVr1sTOzo7169fTtGlTWrduTY8ePcjJyWHBggUMGDCADRs2oKenx2+//UZ+fj6bN2+mVq1a/P777/zxxx+kpqYK/Y0nT57w7NkzLCwsBNexOnXq4OrqSrNmzdDS0lIpIvszyn8enwJlHY/eRV9dVV8A/neOff311xXWV7RDEV+oSixW9rOvVauWyu/iYxPlAMI9KC8vj/T0dFq1aqUUC5qXl4eBgYHKZQpatmxJlSpVhNdUkZSUxMKFCykqKuLq1asVXk9NTSUpKYmNGzfy4sULUZQj8q9ElACLiIiIiHzw5OXlceDAgcpuhojIn1K/fv2//YBWVpQg8n4o67YSEREhLP+rFboifx9nZ2cyMzOxsrISMrwB3NzcmDZtGh4eHtSvX19Ynpqaio2NDc+fP3+rgdnKRDGYb29vz/Dhw9m8eTM2NjZYWVkxePBgSkpKWLZsGT///DNQmmnv5+dXya0WeR0mJibCAN/vv//OiBEjOHv2LIsWLRLiq0pKSpDL5RQXF+Po6AiUOotYWlqycuXKymq6iMgbUXZg9vLly+zevRuJRIKvry+5ubnCeufOnRMGbcs7LaSnpzN69OhXvsf9+/fp06cP5ubmtGvXDlNTU2rUqEHbtm2xt7fn+vXr1KhRg549e+Lu7k737t2pVasWO3bsQCqV8n//93/0798fPT09OnToQKNGjbh06RK1atWibdu2wiRJYGAglpaWWFpa/qUJEpEPl+3bt/Pf//4XKI1V6tChA1KpFE1NTXx8fLC1tUUikQiiC8UEvGIdxf+hdELxwoULLFy4UGki4kOgbP91+/btQtxT165duXnzJq1bt+bWrVsUFBSQkZGBkZERqamprF69GolEwvbt23n06BHwakcUS0tLfvvtN6pXr05QUBALFiwASicZ7969y4sXL4D/Pa94eXlx8OBBzp07J+xDlfhj165dSKVSkpKS6NatG9bW1uzcuZO6dety9OhRIXZKIpH8JRe506dPM2HCBGbMmPHW20LF8Yby7i7u7u6YmpoKriV/Rnh4uNCf+zPK94G9vb3p16+fEAWmiqdPn2JjY4O5uTn37t2jQ4cOeHh44OTkhI+PD3Xq1Hmj9/b19WX8+PFYW1vj4ODA8+fP32g7KI1Ladu2LbGxsbRr146cnBxevHjB8ePHmTx5MgEBAXh7e1cQ+Xz33XccPnyYixcvcu/ePQA6dOhATEwM586dY9OmTWhra+Pu7o6fn59SX/j8+fOCIK1169bcv3+fXbt2YWBgwIABA2jRogVOTk44ODgQFRUlxITFxMQI34ePjw8nTpzgxIkTeHt7v/YYBw0aRHBwMMbGxkilUs6dO8fJkycpKCggMDCQyZMnc+zYMV6+fAnA0aNHMTQ0JDo6mmnTphEQEAAguEI5ODiQmJhIVFSUcK961TZQKoxVHIuHhwdjxoz514pyACIiIoiPj3/ryMXt27cTGxvL0aNHqVKlisp1Xr58yaFDh/Dz8yM6OhqpVMqKFSuU1hk2bBhSqZSoqCh++OEHdHR0aNq0KTdv3uTatWu0bNnyk4xjkUgkFBcX4+PjQ2RkpMp1pFLpO3O3WbduHba2tkIsoSoUv41Lly5x8uRJ4uLiePLkiVIhT9nfz8GDBzEzMyM8PJzq1asD0KtXL+Lj4zlz5gzGxsZ89913XL58WehPmJubExkZydKlSykqKuL8+fN06dKFhw8fCs6ocXFxGBkZ0aZNG+Li4qhXrx6ampocPnyY1NRUzp07x927d9/J5/KpsXXr1vf+HpMmTSI1NRWANWvW0K5dOyIjI9m0aRM7d+7ExsaGoqKiCmMy6enpWFtbM3ToUDp37syBAwfo168fFhYW5OfnKz3b9OzZk2nTpmFiYkJ4ePh7P6a/Q2hoKC4uLkilUszNzendu7dKt71XOfD92WsKli9fTmBgIJGRkUJfuqyLlLGxMbNnzxbuq1OnTn03Bygi8hEhOuaIiIiIiHyQlM22/+233ygpKUEikbBv3z4OHTokPIz/+OOPpKam8uTJEzw9Pbly5QobN25k3bp1b1R5pKen95fb+FeiBv4NyOVyBgwYwNOnTzl16pSSBfenSNlzdfTo0URHRwtVP4WFhUpVVDY2NoSHhxMREcHy5cuVKrF69OhB586d0dXVFSdr3zPJyclA6fWjZs2aZGZmAqXVVx07dqzMpv1rUVdXZ8uWLRWWd+nSRfi+FJStsvuYOHjwIL169eLbb7/F09MTTU1Njh49iq6uLl5eXkRHRzNy5EjmzZuHo6Mj+/btY9myZZXdbJE3pHHjxmRnZ1NQUEBCQgJWVlZkZ2dz+PBhYmNjefz4MePHj8ff3/+DchYREXkdZQdfa9SogZubG7NmzQJKo9ni4+OB0kn6CxcuAHDp0qW3eg+Frfrx48eZP38+bdq0YejQochkMlJTU5kwYQJOTk7s3LmT/Px8srKymDt3Lps2bWLx4sWcPn2a7777josXL5KQkMDly5fp168fWVlZ7N69m7179+Lm5lbht1jW2l7k30lgYCABAQEsXLhQEE6GhYXh7+9Pfn4+a9asqeQWKqPoDyncApOSkgC4cOECLVq0AEqfT729vQVHF2NjY2xsbBg8eDBQ+rsNCQl5ZWzoqFGjGDJkCJmZmQwdOpRhw4aRkpKCuro6c+bMoXfv3lSrVk0QjGhraxMSEoKrqyurVq1S2W6F+KOwsBAtLS3279/P4MGDBRHIvn37KsROvS1lo9ju37+v5KgQERHBpEmTBGeXnTt3kpiYqPT8dvPmTU6ePCmMNwwaNEjJ+dTHxwcLCwu2bt0quJb069eP9u3b4+joyMGDB7l165ZwfXyb6CVVfWA7Ozulv8tW6yv+Hxsbq7SOg4MDDg4OSsvKipzK7kNxbC1btqwQ/fOmwqhbt26hqamJk5MTDx48ICcnB0tLS/r06YO2tjYFBQUcPnyY5s2b07t3b2ECLyEhAU1NTRwdHWnZsiUAN27cwMbGRnChcHR0pH379rx8+RJnZ2fS0tLQ1dXF1NSULl26sGjRIvbt28eDBw8YNGgQjx8/ZunSpejp6XH48GHGjBlDXl4eDx48qBCV+6qoMKg4yagQsKWlpTFr1iyeP3/OtWvXePToEWlpaTg5OQEIUR6pqans3r2biIgIiouLheIBhci1YcOGgmiqYcOGPH78+E+3UeVYIPLu6dKlC9nZ2aSmpmJrawvAo0ePlM6JiIgIfvzxR+RyuSByHDVqFLt37xZcrETenFfFhoWFhREZGSkIZ8tT/rfh6upKXl6eEK+oap3MzExB3Kr4Xbdv35758+eTl5fHggULSEtLQyaTCffEP4v0e/nyJdbW1qSmphISEgL8zynuyZMnNG7cGIBWrVq9+YfyiXH//n1GjRolOBoNHToUgE2bNgkxmmvXrqVDhw7v5f1dXV0JCwtj/vz5hIeHC/dIDw8PmjdvzuLFi5HL5RXGZFq1asXjx4+JjIxk9+7dbN++nRMnTrBkyRIiIiIEYTSUutB4e3tTVFTEtGnTKjV68c+wtrbGzc3tvT8DDRo0iIEDB2JiYkLNmjWB0v7p3LlzSUhI4Ouvv2bSpEls2LABuVzO0qVL6d69+3ttk4jIh4YozBERERER+SA5duwYy5YtQyKRkJaWxvz58wkODlY5ybVjxw5GjBiBp6cnBw4cwNXVVag8UmW3XzYrdeDAgZV8pJ8emZmZVK9e/Y2rBD92yp+rZasodXR0hApTmUxGkyZN0NDQ4IcffiA6OhqZTEb//v2xt7cnOzubefPmCQ/wIm9Penq6ECOjaqDH3d2dvn37oqWlhb29Penp6UyZMoWIiAgcHByoVatWJbVc5N9AWlqaIPwyMTEhPz+fCRMmkJGRwcOHD2nVqhV9+/YlNzeXnJwc8vLyxOvBR4a9vT3h4eFER0fj4eHB7du3SU5OFtxzAO7cuSOcB6ampqIwR+S9c/nyZWQymdIg8l9BX1+fixcvChP+M2fOFCY39+/fT3Z2NjVq1EBPT4+ioiIGDx7M3r17he2LiooYO3YskydPxszMjPHjx/Pw4UNBJH/27FlycnK4ffs2YWFhNG/enK+++oqDBw/SuXNnRo0ahYmJCYcOHeLGjRu8fPkSuVxObm4uvXr1omXLllStWpWGDRtStWpV1NXVadiwIampqSp/iyL/LlT1C/fu3UtcXJySg8Lw4cMZPnz4P928N0LRf33x4gX79+8X3NeqV69OaGgoAEOGDKFjx45ChbiHh0eFyY/yNGnShMGDB+Pr60ubNm3Q1tZm8+bNFZ6TBw0axKBBg4S/e/fuLfxfUSWuSgiiSvxR1rESeGsHjDdh48aNWFhY0KVLF2rUqMHp06fp1KkTpqamFBcX4+TkxPfff4+7uzs3btxAT08PiURCnTp1uHTpEqNHj+bu3bvcvHmTnTt3cuDAAbp168aYMWOQyWTs27ePVatWcfHiRXx9fSkuLubo0aP4+flx5coVldFLISEhwhjGZ599RlpaGocOHfoo+3vNmzfn+PHjvHjxgoEDB5KVlcXx48fR0tJi/vz5wrEBPH/+nBcvXhAeHi7EdclkMm7evAnAnj17mDhxIg8ePCAwMJBp06axatUqNDQ06NWrF1988QVBQUHUqVOHkydPUq9ePVxdXbl48SKNGjVCR0cHS0tLHjx4IMSLyuXyCjFh6urqKqPC5HI5hYWFXLt2TekYFdcMf39/vvnmGyQSCRYWFsjlcoyMjEhJSaFt27ZcuXIFOzs7jI2NVQpYXxUnpmjjn20jl8uV3AZE3j3q6urUrl2bDh06EBERgYaGBkVFRUrfw9KlS4mJiaGwsBBzc3Og9Dr4/fffU1JS8lHG1cpkMqW4t1mzZlWIeitPebHFhg0bACpE2X322Wcqr3/jxo2jVq1aODg48PDhQ8LDw3nx4gUBAQEUFRVx+fJlbGxsmDhxIj179mTq1KkUFhbSt29fLCwslL6Tc+fOcefOHRo3bkyzZs2YMWMGJSUldOjQgTNnzvDll19SXFyMvr4+RkZG+Pr6cv78ebp3786KFSvIyMigsLCQxMREMjIyqFKlCtnZ2Vy6dInz58+zZMkSFi5cSHZ2NrVr16agoICjR4+yf/9+ioqKaN68Obm5uSxbtowZM2Zw+/ZtLC0thc+pRo0awnXu34hCfK+pqcno0aMFRyMPDw/B+fJ9YmNjw7Jly5g8eTLVq1enWrVqFdbJz8/Hw8NDaUymVatWtG3bVniWKCuufPz4sdL2derUoW7dugCvjHb6UOjcuTMpKSlKy1RFgb1umULY26xZM6HPV9aJEmD8+PEVYsrMzc2JiYkR/v4UYvtERP4OYpSViIiIiMgHydSpU9m7dy9jxowRsu0BpYH1L774gry8PPT19dHW1iY7O5vTp09jZWUlVB6Vt9svXznxKVLZ0V+zZ8/m1KlT2Nra0rt3b3r06MGSJUuA0sHakSNH4ujoiLOzM/7+/lhZWTFx4kQA/vjjDwYMGICVlZVgRV7WMtfd3Z309HR++uknzMzMsLa25tixY5VzoP+fV52rCgYPHsz+/fuF6tCylVj9+vUjMzMTuVxO3bp1P8pB2Q+JgwcPMmXKFJycnAgJCaFHjx6Ym5sLFcZ3795lxYoV5OfnM2fOHL799lv09PQIDAwESgefQkJChKxza2trTp06VZmHJPIJoRjAB7hy5QqFhYW0bt2amJgYBg8eLFRkOjs7C+exyMeFoirv6tWrdOjQASMjI7p164ZUKkUqlXLy5EmaNm0qnAdv6ywi8mkilUoZOHAgTk5OmJub8/TpUzw9PenTpw+Ojo48fvyYr7/+ml9++YUTJ04IFb9jx47l0aNHjB07lt69e9OnT58KcZgymYzLly//peimstE/7u7ujBs3jrVr1xIdHU10dDTOzs7COh4eHkyfPp3Hjx9z48YNHj58yOeffy6IlYuKinB3d8fDw4PevXsTGBiIs7Mz0dHRaGlp0bBhQ0aMGEHt2rXZs2cPbm5u+Pn5MXfuXObOnUutWrXYtm0bvr6+bNiwgXbt2mFgYEBKSgq1atXi3LlzqKmpqYwDVUyglv8tinxYvA8XUqlUirOzM05OTvz8889YWVnRq1cvwsPDCQsLIzExETs7O27evClEEkilUnx8fMjNzUUikdCnTx/hmeTo0aNK+/inUcQkSKVSatWqxfr16zl9+jTHjh2jRo0aALRt25bi4mKhQl/hHBsVFUV0dDTdu3fH3d1dePaC0miD/fv306ZNGwBq1apF//79//Hje5e0b9+e2rVrM2/ePEaNGkW1atVYvXo1PXv2ZOjQoZiampKYmEj//v158uQJISEhgtAQSp0QNm7ciKGhIfPnz8fZ2ZmVK1eSlpbGkydPiI+PJzExka5du6KtrU16ejpnzpzh1KlTwjUalKOXhg8fLsQUPX78mL179/LVV1+xf//+9/IZBAUFvdeI5EGDBpGenk5qaiopKSl06tSJ3NxccnNzCQgIwMPDQ1g3ICCAnJwctm7dSp8+fXBycuK3336jSZMmAFhYWDB//nxWrlxJdnY2vr6+1K5dm127dvHLL78ApQKy5s2bU1BQwM6dO9mxYwc3btzgxIkT3L59m+vXrxMXF6c0Ca4qKldVVJi7uzsWFhbs27dP5bE6Ojoybdo0hg4dira2NgATJ07E398fe3t7QTjj7OwsRKBYW1tXEKSp4k23ad++PfHx8QwbNuxP9yny11BXV+err77CxsaGPn36MHPmTKXXFeNU8+bNE6656urqdOzYkQ4dOqh0f/nQKR/39iZRbwqxRfn4qLJRdps2bXrl9e/Ro0fs2bOH8ePH8+WXXxITE0NISAg//PADZmZmmJiYEBUVxZgxY5g3bx5btmwhJiaGq1evVhhvU1dX5+bNm6irq3P16lVWrlzJqlWrOHfuHMeOHWPChAmsX7+euXPnkpKSgp6eHtra2ri4uNCtWzcaNGhA586d8fPzQ1NTkx9++AFtbW2aNWtG//79+fbbb3n69ClVqlRh/vz5tGrVilGjRlFQUEC1atWoW7cuN2/eZOTIkbRu3Zp69erh5eWFuro6Tk5OjBs3TrjO/RvJycnB1dUViURCXFyc4Gj0T6GpqUmzZs1YsWIFLi4uwvKyQseIiAiVYzKvE1SW5U2inT5mZs6cqVIUGhQUJIyjioiIvD2iY46IiIiIyAdJzZo12bBhg1CNUb9+fQBhYD0sLAwoHegHcHFxYfny5bRq1QoNDY03rjyCV1uofqwohDlffPFFpby/YhJn8+bNVKlSBTU1Nfr06SNkNdepU4fQ0FA8GPvMiQAAIABJREFUPDx48eIFsbGx9OvXj9zcXLZs2cKwYcMYM2YMEydOJCEhQeV77N+/n71799KsWbNKf/gpe65OmDChguuKg4MDLi4uqKmpMW3aNOLj42nZsiVRUVFKlViKczAoKEiosPy3I5VKWb16NXK5nJycHDw9Pdm6dStVqlRh06ZNjB49WqlS68iRI9y7d4/GjRuzdu1abGxsOHHiBDY2Nly/fp0rV64wbNgwkpOTiY6OxsjIiPv37zNp0iQ2b95Mo0aNhJz4kpKSTzYnXqRycHFxYciQIdjZ2aGnp4eZmRkhISFcuHABAwMDYRJtyJAhfPXVV/j7+1dyi0XelqZNmwquXVB6v3N0dMTKygoNDQ2sra2ZP38+pqamWFpa0qlTp0pusciHxJEjR5gwYQI2NjY8ffqU5cuXM2fOHExMTHBzcyM+Pp7vvvsOdXV1wf2mZs2aXLlyBR0dHQCio6OxtbVFIpFgZmbG/fv3uX37Njk5OZw6dUqw2n9fvKrqNDY2Fjs7O0F8kZqaSlJSEhs3biQnJ4czZ85Qv359ZDIZM2bM4N69e0Jf1sjIiP/85z/s2bMHe3t7xowZQ35+Pjk5Ofz6669YWFiwYsUKUlJS8PLywsPDg6pVqzJ48GDB8eNVv0WRykMmk/Ho0SO2bNnCvHnz3nibt31me/nyJceOHcPa2lrJrTIqKop169YRGRnJ77//XmG7ixcvIpFI8PHxQS6XI5PJVDpefmo4OjpiY2MjiA8+VtTU1MjJyWH9+vXk5eUJQquSkhJatGiBvr4+1tbWPH/+nPXr16OlpaUUFaSrqytU1l+/fp3z588THR3N8+fPadKkCbNnz2bs2LEUFBQwadIkxo0bh6enJ9ra2nz33XfCfm7duiVcr7t27SpUiysq8Rs1aqQkJHmX4xJBQUGMHj36rfcnlUrx8/OjuLhYcL5Yt24d0dHRqKurs3XrVgDGjRuHTCajRo0aPHz4kCNHjqCjo0OTJk1o3Lgx1tbWyOVyduzYga2tLS1btuTnn3/G0NAQBwcHEhMThck+e3t7LC0tuXnzptL4zYEDB0hPT8fd3Z3z588DsHz5cgIDA1m7dq2wXnFxMbq6urx8+RJzc3Ole52qmLDyUWGTJk1i0qRJFT4HBfb29hV+7zKZTPhMHB0dadasGWpqakK7yqLKfaBsNO+bblM+vkzk3VA2ol5VJJzCDcLb21ulWEVNTY2RI0e+93a+D65fv64U9/a6qDcFinGZvLw80tPTBbGFQpRoYmLCyZMnadasmcrrX6dOnYR979y5U4hXLDtWq+DatWuMGTMGKB3nNDQ0ZMiQIUDpb6NZs2YYGBgwc+ZMOnToIFx/dXV18fT0xMXFheDgYKpUqUK7du2IiIigV69ezJo1C3d3d2xtbYVimJEjR3LgwAGKi4sF152YmBhat27NjRs36NSpE4MGDWL37t1YWVnx4MEDwWVu/fr1/Prrr2hpafHVV19Ru3ZtkpKSyM/Pp1+/fn/zW/p4CQ0NxcXFBXd3d0aNGkXv3r2FoktV3/f7wNXVlaFDh5KZmSm4orVv3545c+YwbNgw/Pz88PX1rTAmI1J6n1u9enVlN0NE5JNEFOaIiIiIiHyQbNy4kQMHDvDs2TO+/vprvv76a+rUqUPHjh2pWbMmBgYGyOVyRo8ezYYNG9i8eTMJCQkYGRmxefNmpFIpERER7Ny5k88++4z+/fsTEhJCTk4OLVq0QE1Nje+//55ff/2V+/fvs379ekaNGsWTJ08wMTFhzZo1BAUFERERwR9//AHAzz///I89PLwtZ86c4b///S/VqlXjt99+o6SkBIlEwr59+9i6dSuHDx9GR0eHoKAgDA0N6dSpE506dSI5OZnt27djYmJCYGCgYCP+448//u3IA1VZ7KCcsV7eEvTWrVvCQEjXrl25efOmSjGVl5cXixcvpri4mHnz5lXqw1PZc3XYsGEVrEF1dXWpWbMmWlpa6OjoEBsbi4ODAzY2NqipqdG2bVvWr19fSa3/8JHL5Rw6dIglS5aQmJhIVFSUMOlX3hbXycmJFy9eEBoaypgxY7hz5w5JSUlYWlry8uVL9PT0sLW1Zf369XTv3h1PT08CAgLw9fWlUaNGgJgTL/L+0NHR4cCBA2hqauLp6Unr1q1f6WJhZ2dH7dq1/+EWirwtZQfyFZw9e1bp73HjxjFu3DilZQoBq0jlkJ6ejpeXVwULbQsLC+Li4pg5cyZ+fn6vnJAoz9atWwW77unTp6ucYPszFP2hOnXqkJubS9WqVRkzZgzt2rWjX79+SKVSmjdvzh9//MHixYupVq0ac+fORUtLi/z8fFq3bk2TJk3w9vYWYgcGDRpEz549/xHBr6LyVFF1Ghoayrx584R+m42NDYaGhqxdu5bp06djbGyMjY0NgwcPBkonVkNCQoR2+vj4KP2+3tYhID09vcIyVb9FEWXedbFCcXExo0ePJiMjg8aNGzNhwgTWrFmDXC5n6tSp3Lt3jyNHjvD06VNhm4SEBL755huKioqYOHEi48aNUxKava31fZcuXZTcKqG0Wr+ssF/Vs0bv3r2JjY1l5MiR9O/fHzs7O5X7+KeeDVXdb94Hn1IUcWhoKF26dKF79+4sXryY3bt3o62tzZYtW+jTp4/gvGBoaEj9+vXJzMxk7969gkOSgtatW2NoaEj//v3p0qULLi4ubNu2jbCwMObPn8+KFStYs2YNTZo0ITQ0lKCgIOrVqweUxj0pIisvXLhAixYtOHfuHDExMfTv35+HDx/SrVs3+vTpI0S7GBoaVoiSkUgkmJubExERweTJk4mJiSElJYXly5djZ2dHZGSk0jb6+vqvjYNRrPsqXrx4wcmTJ9mzZw/r168nIyMDqVRKamoqS5cuZc6cOTx69Ig1a9awatUqzpw5Q/PmzQkLC0MikXDo0CFKSkqE6E4AMzMz7ty5w8SJEzl8+DCXL18mKChIeHZ2dnZmxowZSnGJ5UXtWlpadOrUifr16yORSFBTU2PEiBEYGBiwbt06nj9/LrhfvW+ePXuGo6MjL1++xNbWVniWfBPkcjkDBgzg6dOnnDp16rX9DVV9DHd3d7y8vIRiEnNzc6KjoyulMOtN+z2KvtXp06cxNDQUIsc+dry9vblz5w7dunWr7Kb8JcrHvamKeitPebGF4r6pcClOTk6mRYsWKq9/gFI/Y8OGDVy6dIlbt24J4jhFn1JTUxNjY2NWr15NgwYNKCkpUXnPfVUM2cOHD6lWrRqXL18W4vYU65d1RVG05/bt27Rv3x5NTU2cnJxITEwkKytL+J2NHTsWW1tbtLS02Lp1Kzdu3KCoqAgdHR2WL1/OggULhPe2t7fHwsKC5ORkNm3aREBAAC9evKjgwvSpY21tjZubGwcPHqzwWvkYzfeFg4MDz549A5QFkWWFjqrGZBT9zbL9r7JCScXrCuEeKAs6P0TeRnir6JPs2LGDyMhINm7cyM6dO9HV1cXPzw+AqKgowa3/Q54vERH5EBGFOSIiIiIiHyQzZ84UHlp++ukn3NzcWLJkCTKZjBcvXlC1alVu3rwp2A9ramqSmJhI27ZtadiwIb/++islJSVMmTKFw4cPY2dnR2xsLNWrV6dv374cO3aMoKAgYdJixYoVKp1a6taty65du5g0aRJXrlz5YKvbjx07xrJly5BIJKSlpTF//nyCg4N58OAB0dHRxMfHExcXx9KlS/H39+fBgwckJCSQlJTE9u3bady4Md9++y1ZWVlC7r2qh6e3QVUWO7zeErR58+YkJSXRrl07Lly4wMSJE8nKyhLinq5evQqUuhIEBgZy5swZVq5c+Y86S5TP4S4oKKBHjx7cv3+fM2fOCDm7Xbt2JSkpif3793Pv3j20tbW5e/cuQUFBGBgYYGtry5gxY/jyyy/p0aMHzs7O/9gxfEyUFW/VqVNH+P+NGzdYsmRJhUotNTU16tSpw+3btxkwYADp6ekYGBhQt25dnj17Joi4qlSpApSKvA4ePMjnn39Ojx49PvqceJEPG0dHR549e0bLli3p2bNnhdd/++03Jk6cKMT/iYiI/PO8bWVg2UmzvyLKAeX+kJGREebm5vj7+6OlpUVSUhI5OTlUqVKFKlWqMHDgQFxcXDAwMKCkpIS6deuyZ88ePDw8eP78ubAfU1PTv9SWv4Ki8jQxMZHHjx+rrDpdtGgRU6dOZffu3Xh4eDBp0iQ2bNiAXC5n6dKl/1hb/+2UH5T/4YcfmDVrljAA365duwrCmLFjx5Keno66ujpRUVF4eXkRExODtrY2ISEhzJ07Fy8vL1q2bIlEIkEqleLl5UVAQADPnz+nX79+wsTYy5cvsbGxwdramu7du9O2bVucnZ3ZsGED06ZNY/v27QQFBfHFF1/Qt29fRo0aBfxPaAZvJyB61YRd2d+cgYEBDx48ABBEAiUlJSxatAgorf4fNWrUa/ch8uGgmES7dOkSQUFBZGdn07lzZzw9PVm/fj0DBgygXr16eHp6MmrUKMaNG0e/fv0wMzOjTZs2fPbZZ4KgRCqVcvPmTaZPn86lS5fQ0tLi2LFjDB48GEtLS4qLi7GxscHLy4u0tDQKCwvZtm0biYmJQKkYZfv27VhaWlK9enVCQ0MJDw+npKSE48eP4+3tzZkzZ3j06BGRkZFoaGhgYWEhTGbb29sLYjBXV1e8vb0rjHXY2dkJ8TOKbc6cOYOJiQmRkZFoamoybNgwtmzZQpMmTRgxYgS///77ayOUyzpfzJkzBy0tLWFiskGDBsD/XC9MTEx49uwZJ0+eREtLi65duwrCpM8//xxNzdKph++//x49PT06deokuOIAgkATVN9Dy4raFWKOefPmVXDa+qcjnvT19Tl9+vRf2jYzM5Pq1av/qRBOJpO9to+hcPFJT09/p47Jb3ONfdN+j6JvJZVKsbCw+GSEOYr7xMeKs7MzR44cwcrKCj09PSHqTS6Xv/LYXiW20NLSwt7enhcvXrB//35q1apV4fqXl5entI2ZmRlWVlZYWVkJyxwdHXFxcWHixIn4+voyfvx4CgsL0dLSYv/+/ejp6VVoU9kYMkXxW8uWLUlJScHY2BhLS0sKCwsxNzfn6tWrQvFlWRo2bMjhw4cpLi5m7969FBYWYmFhwdGjR+nYsSMaGhrs2bOHdevWMW/ePOE3Ur9+fdatW8fly5fR0tLC2NiYzZs3c/v2bU6ePMnWrVvJzc19o2i7T43OnTtXKFxU3EtCQ0MroUUibyq8VfRJduzYAZTG3p06dQpdXV3kcjlXrlz5aOZLREQ+RERhjoiIiIjIB83ly5cJCQkRlOnq6uqvtDs9cOAAOTk5tGnTRhgMevz4MVBataEQPmRnZwvVEopJC1VOLfA/UUCjRo0qPER+SEydOpXFixezZcsWpk+fLixPT08XBha7du3Kwv/H3pnH1ZT/YfzdRhGh1Z4le1T2iq4iiV+iRhLSIsuYGctYI9mXGdtYBlkKWYZmRIZSuShjSyX7FkaSsst2W35/9Lpn7q0bZsY+5/1Pt3PPOfecu5zzXZ7P80ybBkD9+vXR1tYWzuvatWs8ffqUTp06vbNjkmexN2nS5K3t0AMCAujXrx8hISE0b96cdu3aUa1aNXr16sWuXbuoXLkyUFTpcPToUZ4+fSqo9T8U8hzuNWvWUFBQgL29vTBZsGnTJiIiIvD19SU1NZXFixczevRoDh8+LFTmyDPsO3fuzPPnz5FKpSXivkT+ojQh161bt0pUamloaAh/vb29mTFjhtDhVFNTw9zcHC8vL/T19YXBGPmkkru7O4sWLaJx48Y0b96cvLy8LyriTuTTIDo6+rXPN2rUSKnqSkTkU+KfusF8SIqLDkaMGMGpU6eYOXOmIJyVSCRkZGTQs2dPsrKy2LJlC3Xq1BH2IZFIiI2NJScnBx8fH54/f0779u2ZM2cOffr0ISsri7Jly7Jjxw62bt1KWloaEomEpUuXMmzYMBISEkhNTWX48OHk5+czYsQI+vfvz6BBg9DT0yMpKYkuXboI4vLiaGtrk5OTI0z8jx49mm7duuHv709ycjKamppkZWVhYmLCkydPSEtLo23btlSsWFEQncJfFclaWlq8fPny/b3pFAkbXhexIa8qXbFiRYllctq2bSs8VqxoFXn3KA7Kx8TEKA3Ad+3alV27dgnFDP369ePWrVscPHhQcIhJTExUatuq4sKFC1SpUoXQ0FC+++47srKyqFatGqampvzxxx+0b9+eGzdu0KhRI169esXTp09JSUlBTU0NX19fRo8eTYUKFVi+fDl37txBX19fyVVElYCoNFRN2Cm6VVaqVIlatWoJcTsmJiYcP36cSZMmIZPJ6Ny58xv38Skgv3YlJCQIjhT/5YhcVROCDg4OJUQeISEhaGpqMm/ePGrVqgUoV8DXr1+/xIRqdHS0IKYeP3680qQyFEVVySn+PTExMRGiWby8vDhy5IhStEtpUTLNmjVDS0tL5VjHm+JnisfByF2sSkPR+cLb25ucnByl6KiMjIwS/SR5P02VA5UcuRPG3+FNovbPkXHjxnHgwAH8/Px49uwZWVlZGBoasmnTJsLDw9m7dy9Pnz7Fzs5OZRtDjvz3LRcASCQShg0bRk5ODl9//TUpKSmsXbtWZdvtTSLN4s5NnTp1wtnZmXXr1nHmzBn27t3L4sWLBbfBN7k6SSQSYmJiCA0N5bfffqNz585cuXKF0NBQKleuzMiRIxkwYMAHFRWLFN0fVcW9KSJ3AVFsmxW/tsJfggtFil//KlWqpNT+CwkJKbGNYpEm8FpBy5tiyF43vibvFyjuSxGpVEpsbCyZmZkkJiZy/fp1pk2bRqNGjfD09OTHH3/k+++/5/jx46xevRpzc3MaN24MFLXlCwsL6dy5M19//TXTpk0Tx5ZEPgn+jvBWkWnTppWI7Pxc5ktERD5FRGGOiIiIiMgnjYWFBf3791eyV1VldwqvHwyytLRkx44dlC9fHplMhpaWFvDXpIUqp5YLFy68dmDpU2Ds2LF4e3uTnp7OH3/8wZ49e7CysqJevXq0a9cOmUwmrLty5UpOnz5Nu3btBCvPuLg4du3aRX5+Prq6ukKnW3G7v4upqanQ2S6exV5arrpip/j3339X2qZWrVokJSUpLZs3b94/Pr5/S/EcbvhL4OXq6oqXlxdmZmbCAO24cePw9vZGX1+fWbNmKe2rtLgvkTejrq7OggULlCq1Bg4cyPbt2/Hw8GDbtm28fPkSqVTKmDFj+PXXX6lduzYhISFCRbfi93Hfvn3C4885J15ERETkffGpi3LkKIoOLl26pHKdO3fusH//fpKSkpg3bx4rV64ssc6cOXMYNWoUjo6OFBQUAEXtlXLlyrFmzRrBpWbDhg0lrMunTJlCeHg41atXx9bWVqjkl0gkLFmyhLZt2zJ16lQKCgqUJhWcnJzQ1NRk5syZODs7M3/+fBYtWkR0dDRhYWG0a9eO4OBgqlevTlBQEJUqVeKXX35h6tSpPH78WGV1c7t27Rg0aBBnzpz5bD5DkfeL4qB8SEiI0gB88WKGnJwcvL296d+/P7Vr12bGjBkl2raq+ksPHz7EysqKLVu2UKVKFbKysrh9+zbp6emoqakxYsQIAgMDyczMJCwsDB0dHRISEujWrRsZGRm4uLgwdepUwsPDgaJ23+sERF5eXiUKAd40Yaf4u5Xb9ytSXCirah+fIl+aI8W7RJXIw8/Pj/T0dCpWrMiOHTveel//RkytKHxxcHAQXGGBUqNkXjfWoWqbvxsHo0hx54uVK1cqRUc5OjoCf/3G3jZmTSKRMGnSJI4dO0ZQUNBbbfMmUfvniDzS1MLCAgMDAzw9Pfn555+F71+lSpXYtm0bALt27XpjPEpAQAA3b95k06ZNPH/+HDc3N77++mu2bdv22mjm14k0izs3yZ2Ke/TowfPnz/n9999LjG28ztVJ7kqmWKSkqqjp77Bz5046duxIlSpV/tZ2IiJ/h+LX3Nq1a7NlyxaOHz/O06dPadq0aanOfD///DMDBgwgJCSE3r17U7Zs2Y94JiIiRePtVapUISUlRaXwdsiQISrbCBYWFgwaNEiIoTQ2Nn5n8yWKznAiIv8VRKmmiIiIiMgnjVQq5cSJE4SHhwtxNBYWFnTs2JFvvvmGU6dO0alTJyXr/tzcXHr27MmTJ0+4dOkSdnZ23L17l//973+0bt0aExMT2rVrR1ZWFlA0OHDt2jVGjhxJ7dq1KVu2LO3atftYp/y3sLa2JjExkeXLl3Pjxg26deuGiYkJ586dw9jYmIiICHJycrC2tmbq1KnExcURExPDzZs3gaK4KScnJ2bNmoWGhgYdO3akU6dOzJ07970cr9za/n3ytgOD/xR5DjcgTNTJBTq6urpUrFiRJUuWCINg9vb2bNy4ESMjI6KiopQqBeVxXwcPHqR+/fqfpPjrYyKRSISBy0GDBgnVvsHBwYwdO5a0tDR27tzJzp07kUgkQsW+fCBz1qxZJCYmEh8fT6VKlQgNDaV+/fpA6fnPn3tOvIiIiMibSExMxNjYmMqVK9O8eXOsrKyoXLkyenp6zJs3j2XLltGgQQN69uyJubk53t7eANja2gIQGxtLu3btaNeuHbGxsUDR9XrixIm0bt1aqLydM2cOdnZ2tG3bluTkZKBogqlly5YEBAQI+7ty5QqOjo7Y2dkJ1/x/g6LoQHFCT/Eea25ujqamJhYWFoJLYnGKC3Hz8/MZO3YsHTt2ZNmyZUKEoioePHiAqakpWlpalC9fnm7durF//37mzZvHqVOnuHjxIu7u7oSGhnLs2DGh0jw9PZ2ZM2fi7e3NvHnzUFNTIy4uDj09PWxsbDh//jzTp0/n5MmTgniia9euHD16lGPHjglVzlKpVIgPqVevHocPHxZFOSICxUUBilXclpaW7NmzB6lUSnJyMiYmJnh6erJp0yays7M5ceJEibatnp4emZmZvHz5ksuXLwNFE8vlypXjzJkzJCcn8+zZM8qXL4+uri4tW7ZEXV0dfX19Tp48iY6ODjKZjAEDBtCnTx/S09PZtGkTffv2VfrdqhIQderUiTt37ghuqJ8zY8eO5cyZM8TExAjXMW9vb6VrxPr16wHV11co6puEhoYyZswYIS4oLi5OEBX91/sa0dHRJCYmEhYWJiwLCwvj0KFDREVFKbmOvU/kwpcVK1YIIhc58iiZ1zmrFUfVNvI4mIiICCEOxt7eHmdnZ6WxE1VYWFiwb98+pFIp+vr6BAYGIpVKOXDgAAEBAUqFOKB8z1EUK8kfy5+3sbHh4MGDby3K+dI5f/48ixcvRiKREBYWJhTp/BvXGB0dHYyMjLh58ybHjh17rcuQYnspNjZWpXNTxYoVhWVNmzbl1atXNGvWjLp165aIE2vWrBlly5YVXJ2qVasmuDrduXNHGDuR4+rqyu7duzl8+HAJ16m3YefOndy/f/9vb/eh2Ldv3xvjykQ+P6pWrYqPjw+FhYVYW1ujoaGh5KrXqVMnRo4cyZ9//smuXbsIDAxkxIgRn33smciXgaamJuHh4dy5c4cRI0ZgYmKCRCKhU6dOrF+/nqCgIJXCnKFDh+Lt7c2qVav43//+949eu/g9QI4qcbyIyJeO6JgjIiIiIvJJIM9a7969e4nn1NTUOHv2rFChXFhYyA8//EDfvn158OABGhoaFBQUMH36dM6ePUvNmjXZuHEj2tramJubExcXJ1ivu7i4sH37dqGCWT442bVrV1auXEnbtm0Fu9XS3F0+JWxsbBg7diyGhoYsXbqUwsJC9u/fT4UKFYiMjASKHGcOHz5Mhw4dBKtJefarjo6OUIlat27d18YQfEn8ndz04hTP4S5O3759mTx5Mo0aNQKKBpzkg5/bt2+nRo0aQqXgP4n7Enm/iAMmIiIiXzo//fQTLi4uhISEsH79enx9fYmNjUVXV5d169YxatQoJkyYwLlz5/Dz8xOi/+QEBwcrVVF37twZgD59+hAcHEyXLl3w8/Pju+++Y+LEiVy5ckVwvpg3bx6HDh3i4cOHgpA2MDCQtWvXUrNmTTw9Pbl169ZrIzbehKLowNHRURDepKWlCfGeZ86cIT8/n9TUVOrVq6dyP3IhbufOnSkoKCAlJYXc3FwOHTpESEgIGRkZACoHLytVqsT169epXr06mZmZVKtWjS5dumBpaUlMTAwymYxt27b97eigjh07CjbjIn9x584d1q5dW2KSUEQ1im4YCxYsUHLrmDZtGi4uLhQUFFClShXWrl2Li4sL+fn5VKxYEXNz8xJtWzMzM3x8fLCwsMDExAQochOJi4tDXV2dJk2aYGZmRkxMDM+fPxcKBAYNGkRERAQLFizg9OnTzJs3Dz8/Pxo2bEiLFi1Yu3Yto0ePZsKECWhqapYQEKlyQ/2ckRdcZGZmUrVqVZ48eUJWVhZBQUEl3IFUXV+hSESo6EgRGhqKkZERW7ZsYfDgwZw+fVroB4p8PCwsLJSEqIoil65du5YaJQOqhS+qtvk7cTAi756HDx8SHx9P7969S12nYcOGODg44ObmBhS5Fcgj2+W8yd0ISkaE9evXjzFjxtCmTZvXbl+ac9Pt27cFp+VmzZqRl5dHz549uXXrFjKZjHPnznHq1CkWLlwIFAm3NTU1uXHjhvC9btGiBS9fviQnJ0dwFnF0dMTY2JjExESioqI4ceIEubm5+Pr6oq2tTe3atfH19eXKlSsMHz6cly9f0qVLFyZPnlwiDtTHx4d9+/Zx/vx53N3dGTt27BvfJznyiKK3FYMXHzt6W6ee4u7Rf4d/M171Nt89VYiuFcoUdwMzNTUVnL5VfXdUuerJr7u9e/f+25+HiMi74tWrV3z11VdkZmYik8kYO3YssbGxVKhQgT/++AM1NTUMDQ0JCAgQYlGDg4O5desWmpqaDB06lJCQEBo0aECZMmVYu3YtM2fOxNfXl82bN2NoaEhgYCD37t3mXeMUAAAgAElEQVTD3d0dHR0dtLS0hCi5hQsXUlhYyPDhw9m3bx8pKSkUFBQQHh5OSkqKENkYGBhIxYoV3zqqVkTkc0YU5oiIiIiIfFBK62C+rtMqr1BOS0vj8ePH9OrVi/T0dKysrITqHfk+582bR3h4uJCxXtx6XV7BDFCnTh2hKkkuWNHR0Xln5/ohMDIyIjMzkxo1amBjY4OrqyvDhg3jypUrJeysVVlcFxQUkJuby4MHDz5opemaNWuESsUlS5ZgZWXF5MmTOXToEC1atODJkyeEhoYSFRXF/PnzycvLIygoCCcnJ9q3b0/Lli1JSEhg7ty5ODk5sXr1atatW6fUcZ4zZw779u3jxYsXrFy5EktLSyQSCW3atOH27dvCa/zdTHNVOdyKFI9BKm6/bWJiwsGDB4X/Xxf3JSIiIiIi8q4xMzNj5cqV7Nq1CxMTE+rUqUNERAQPHz7kypUraGtrY2BgwO3bt7lx40aJjHl5FTWg9FyzZs3Q0tIS2mQbN24UJpjkE0MaGhqUL1+e8uXLY2BgAMDFixcZMGAAUDSZkJGR8a+EOcUjOPr374+zszP6+vrCOkZGRri6upKdnS1MaBdnwoQJeHt7M3PmTKytrZk0aRJXrlzBycmJmjVrUr16dQBq1qyJm5ubUqTD9OnT6devH/n5+fTs2ZOCggLu3r1L48aNmT9/Prq6uv8oOqhVq1aC84jIX5iYmIiinL/B60QBbdq0IS4uTml9ReG+VCqlTJkyqKur8/LlS8qUKUNoaCh6enrcu3ePAwcOcOXKFeLj4ylbtiw9evRg69atREdH06hRIy5cuICWlhYaGhrs3LkTV1dXFi9ezPnz52nQoAEdOnTg+PHjtGjRgmrVqqGmpkZsbCx2dnZKx1RcQBQREfGe3q0Ph7zgoqCgAC8vLyIjIzE2NiY6OlrpGpGdnU1UVFSJ62tpyPu51atX5+HDh+/9PEQ+b/5ONJVI6Tx8+JBff/31tZPxAQEBDB48mBUrVlBYWMicOXNKrKOqjVEcExMT7t+/j7u7O6tXr8bBwQFvb+83OhWXJtI0MDBgy5YtTJ8+nZ07d9KzZ0+qV6/O48ePadGiBTVq1GDWrFmljp29fPmSChUqMGrUKNasWUObNm3Q1dUlJiaGpKQk3NzcMDAwIDExkerVq1OhQgXBCdvX11elYBtKxoE6OTkxefJkwRH3XSKVSlmwYAFQ9Dn98MMPwpjUzp07lWIYg4ODadOmDb6+vmRlZWFoaMimTZsIDw8nLy+PrKwsrKys6NatG7t27eLixYuMGDFC5fp79+7l6dOnzJo1CwsLi3907G/z3VOFKMwREfkySElJISkpCT8/P6BITNimTRtsbGwEsQzAzZs3MTAwICoqSihaVnRhbNq0KWvWrMHR0ZFnz54pCb/NzMyYPn26UhTjzZs3GTJkCH379qVbt27Cfl69esW+ffsAsLOzo1y5csTGxrJq1SpmzZqFubm5IEB+m6haEZEvAVGYIyIiIiLyXigoKCAgIIDLly9Trlw5nj9/Lggi6tevLzTmBg0aRHBwMFKplLy8PCQSCQMHDqRs2bJ06dIFa2troqKiuHv3Lg0aNKBHjx4UFhZSt25dkpOTBaGP3BLxp59+Yvbs2dSsWZM6derg6enJwIEDCQgI4MSJE0oVzNeuXcPIyAh4u0qkT5WqVatibm6Oqakp2dnZWFtbY2pqiqOjI4WFhYIDiNziWnHZ+PHj6dixI1ZWVkKF6/vm4cOH7Nq1i0OHDvHgwQN8fX35+eefOXXqlBBDtHfvXgoKCvjxxx+Jj4+noKCAbt264eTkxL179wgKCkImkzFixAg6d+7M2rVrSUxM5Pjx40LMVGmVpL169aJ9+/b/OtNcFRERESxatEhwKxIREREREfnUaN68ORMnTsTT0xM/Pz/S09NZunQp+/btY+jQoUBRO2706NHUrl27RLSHKqEvlGxLrVixguTkZK5evcrgwYOFbZ89e8bDhw/JyckBiirGFy9eTNWqVcnPz//XbbLiogNVLgHF4wxTUlKEijz5cyYmJkRHRytNVCg6FcjZvHmz8Fj+vKWlJUeOHAHA3d2dx48fExMTwy+//IKDg4NSm6u484e6unqJ9qu9vT3du3dn9uzZREVF4eHh8Q/emS+LI0eOMGrUKMqXL0///v2Jj49n06ZNrFy5ktDQUOzs7Dh27BhSqRSJREL79u2JjY1l6NCh+Pn54e3tzfXr11FXVxecXUTejhcvXrB//362bdvG8uXLBScp+fuvr69PQEAAW7ZsYc+ePVhZWaGnp0dCQoJQiaupqUlcXBxubm789ttvLF68mAEDBuDv78+JEycYM2YMycnJLFmyhMGDB/P48eM3Cog+d0oruLh7924JdyBV11c5xd0zFK+p//Uoq0+B4sKX69evM3nyZKXvNxS5kCQkJDBy5EgWLFhQQiQr8umheF+6cOEC+fn5SCQStm/fTmRkpFJh0qZNm7CwsMDCwoK7d+8yffp0pk+fzp07d5TGElS1MeSuHYqCFMVioPz8fJo1a/ZGd6zSRJr37t1j9erVaGtro6urS61atWjdujXTp09n1apVlC1bFl9fXyZPnkxCQgK2trZIpVIuXrxIfHw8TZo0ISsri1WrVqGnp4dEIkFNTY1bt25hY2ODkZERly5dwt7eHj09PXR0dBgzZgznz5+nsLCQuLg4mjdvjrq6OlWrViUlJYXo6GhOnTrFiBEjePr0Kb179+bw4cP8/vvvVK5cmbp169K+fXt+++03rl27RuPGjRk1ahR9+vRh+PDhXLx4ER0dnRK/M1UFYy1atMDIyIgbN24wfvx4BgwYQL169Zg+fTozZszgypUr7Nixg0mTJjF48GB8fX25cOECpqamxMfHC5PUcr766ivmz59Pt27d+PXXX5k6dSpr1qzBxcVFaVIbihwX5bHcqpALhvLy8nj58iVbtmyhX79+yGQyDA0N+eWXX1i9ejX79+8v9bsnP8cWLVqQmppKWFgYx48fF1wrli5dirm5+Wu/OyIiIp8u8nuLnGvXrgmFqvK+PhTdQ8zNzfHy8qJly5aMHj1aaT9yYXe1atVKOOg+e/aMxYsXs2rVKl68eIGnpyfp6elCzJXi61tZWQmP58+fT1xcHDKZjMaNG5c49uIFK9nZ2UIxjIjIl4Q48iAiIiIi8l6IjIzEyMiIgwcPCrnKvXr1KtERLo5UKiUgIIADBw4wceJEHj16xLNnzzAzM6NMmTLC9oaGhri5uWFtbU2nTp24fPkyUNSR3bBhA0OGDCE7OxsHBwdsbGz4888/MTc3FyqYbW1t+frrr78I2/OwsDBB9Z6RkYG5uTldu3bl6NGjHDt2TLC1VrXMxcWFpKQkQkJCVE42vQ+uXbtGamoqnTp1onfv3jx8+JAbN24IjX55Az4nJ4fz58/TuXNnHB0dyczMpLCwEENDQ4yMjISqz5ycHGrXro2mpqaS483GjRvp2LEj/v7+3L59W1guX+ffZpqrws3NjYSEBKWqfJHPh+vXr9O/f3+gaDBcRERE5HVIpdI3ViN/imRkZLBw4UIaNmzIpUuXePnyJUZGRvTp04fvv/8eKHIVjIqK4tSpU4wbN05pe7nQt0uXLkydOrXU12nTpg0dO3Zk/fr1wrJx48bRsWNHgoKCMDY2BmDWrFn4+vpib2+Ps7OzEJHzIbGwsBCqCovztrn3cpF4cUaMGEGZMmVwcnJixYoVODo6Kj0vd/7o1KkTffv25cmTJyXar66urnTo0IG9e/eWcA75r/L7778zb9484uPj6dSpEwB5eXmEhoaSmJhYolK8T58+JCQkEBYWhkwmE+LC4uPj/1OiHIlE8tbxHaVhaWkJFP1uwsLChAH3Vq1aceXKFfr06cPp06cxMDBgypQpwoRgaVy9erXEPuC/6fSiquCi+DUCVF9f5UgkEmbPni3Gs34BhIaGYmFhQXZ29msdU0Q+DRTvS4mJiXTp0gWpVIqamppQmBQZGSn8NjMzM1m5ciWrVq1ixowZ7N69mzFjxvDLL7/842O4f/8+nTt3LrVN8zZs3rwZV1dXpFIpNjY2NGrUSIi9UnRTkPPixQsA1q5di4GBAZGRkbRq1Yp+/fpx5swZtm3bhr6+Pr6+viQnJ/P06VO2bdvG8OHDycjI4MGDB+zfv5+aNWvy7bffUq1aNc6dO8emTZvw9PSkc+fO1K1blylTptCyZUuqVq3KpUuXMDAwoFevXly4cIG5c+eSkZGBrq4ue/fupUWLFnz11VdERUVRq1Yt4uPjGTFiBCtXrhSOOycnR+XncuvWLUaPHo27uzsODg6ULVsWHR0dBgwYwIMHD5BIJNja2jJp0iTmzp3LpEmT6NKlC2fPnsXKyoqwsDDBmRugQYMGXL16lefPn5ORkUGdOnU4f/48ixcvRiKRKK3/Ng7OL168YO/evQwZMoR169YRFRXFoUOHaNy4MfHx8QQEBLzxu3fnzh1Wr17NihUrCAsLIyAgQHCteNeinLfpL73tOMzOnTu5f/8+UHR9TEpKencHKiLyhSD/zVlYWDBo0CBWrFjB5s2b6d69O5MnTxZ+Q82bN+fEiRNcuHCBbdu2kZWVJezjzp07jBw5knbt2nH16lUKCwvJyspi6NCh9OvXD3V1dcaNG8f27dsxMjLit99+IzU1lbS0NABOnz4t7Evez7p37x5SqZTDhw8zY8YMQSyuKCC3tLRkz549SKVSkpOTRVGOyBeL6JgjIiIiIvJeuHTpEtbW1sBfjTB5J/N1VXt9+vQhODgYLy8v+vfvz40bN7h37x41a9YkPz8fU1NTgoODARg+fDjDhw8XtpUvB4QKSkXrdVCuYJYjrziCkhXUIu+eOnXqUK5cOaEqSCaTkZOTw7lz54C/GvAGBgaYm5sTHR2NhoYGMpkMNTW1Et8fAwMDbty4QX5+vtJAUWmVpPLvo66uLhUrVmTJkiXMnj37vZ+3iIiIiMh/m9LiPD80o0aNEgS9qir15c6CHTp0YP/+/cJyuYC3a9eugsBXjmL7Sf44JCSkxGs7Ozvj4uJCRkYGAQEBQFG1nipXm3/CP43gkEqlxMbGsnv37tdWEN+4caNExGa7du2wtLRER0eHpKQkDhw4gLq6Ol999RVLly5l5MiRODs7M2rUKPz8/Pj++++FCsFu3bqxd+9e2rZty/Pnz1m0aBFOTk4l2q/FYzFFivoBM2fOZO3atXzzzTdA0SRbrVq10NDQKBEBoRi1pqWlVSIu7FP4bX4uyCdoU1NTGTBggDAxdvLkSerVq4eWlhYLFy7k1atX2NjYKNnZy91cNDX/Go6sW7cuSUlJNG3alJMnT+Lv78+FCxf+k04viiKmjIwM4XFxdyBV11f5tdfGxkYpNleOYl9Z5MNQ3N1ixIgRnDp1ipkzZwpjEBKJhIyMDHr27ElWVhZbtmyhTp06wj7mzp1L//798fPzo1u3bjx//pz27durjD0S+bioui+BcmGSIvXr10dbW5tq1arRuHFj1NXVqVatGufPn3+r15NIJCXGr6pUqcKBAwfeatvS2kv29vYMHDiQnTt3AkXFb0eOHKFr165Urly5xPrdu3fH1tYWNTU1qlSpwo0bNzhw4AAxMTE8fvwYDw8PHj9+THZ2Nhs3bsTQ0BAochRctmwZ58+f5/Dhw/j6+lKzZk1kMhlNmzaloKCASpUq4eHhwZ9//smcOXM4e/YshYWFGBkZoa2tzS+//ELlypWxsrJCKpVy584dJk2aRNWqVVFXV+f8+fNCnGJeXh7t27cXjru0z6Vhw4bo6Oigrq5OUlISr169Ql1dHWNjY1JTU4V71IsXLzh//jzjx4/n9u3b6OjoEBgYiJubGzKZTCkqVSKREBQUhL29vfAaDg4OuLm5AQjrv01bRFEcu3//fvz8/MjIyCArKwszMzPMzMzeeI7y797nJnzduXMnzZo1o0qVKmIEvIjIG8jMzOTo0aMcPXqUnj170rZtW+rXr8+JEyfQ0NDg5s2b6OrqAkWCRHmiAMCBAweYMmUKHh4eVKtWDZlMxunTp9HX16dOnTpER0fz22+/MWrUKAwNDVmxYgXh4eHMnTuX9evXC/0tmUwm7LNy5cro6upib29P8+bNheVt2rTB1dWVMWPGfJFRtSIiqhCFOSIiIiIi/xpVE00NGzbk6NGj9OjRQ6gglq+jp6cnuJ/Ic6zlKA7ktm7dGm1tbVq1akVsbCyAUqNO5POkcuXKtGrVio4dO6KhoYG9vT1TpkzBwsKCDh060KRJE2HiZPTo0Tg4OKCmpkaTJk1Yvnx5if1pamri4+ODtbW1UhW5vJL0dW44ffv2ZfLkyTRq1Oi9nKvIx+H27dt4eXkhk8lo3rw5ffr0URoU37FjB1WqVOHbb78lJSWFihUrKg2cKZKamsrw4cPJz89nxIgRQiWXiEhpjB07Fm9vb27fvs348eNJTk7G29ub7t27s3DhQgBmzpxJ586dkUgk2NjYEB0dzZAhQzh48CBpaWnMnz+frl27cuzYMcaPH49MJsPf3x8fHx+VkSwiH4/U1FS6desmXFuCg4OVrisPHjzAx8cHfX19nJ2d2bBhwyf/+T18+JD4+Ph3EvFYnB07dvDzzz+Tm5vLTz/99M73/2+5c+cOx44dIykpibCwMBYtWsSGDRuQSqUUFBTwzTfflIjYzMnJITAwkBo1ajBx4kQSExNp2bIlubm5SpFVc+fOZeLEibRv357x48fzxx9/0KBBAy5evMjNmzfR1NQkIyODmjVrfsR34POhcuXKrFixgtu3b+Pn54e+vj4GBgb8+eefFBQUKFVqgnJhQH5+fom4sLZt237oU/hs0dLSwsnJiRcvXhAREUFQUBAdOnSgQoUKbN68mV27drFs2TKePXtWot3UvXt3XF1d8ff3F5YFBATQr18/QkJCaN68Oe3atePChQsf+rRERN4L8niy7OxsRo8ejYWFBQ4ODuTk5DBy5EgCAwM5fvw4HTt2ZMaMGcyePZu7d+9y9uxZQZR5/fp1evTowU8//cSePXtITEykQ4cOhIeHU6tWrY98hiJyFO9LXl5eQhugTp06tGrVSphglI9pKd6XPiUhoqWlpeB6IKe4IFseDQVFzn/Tpk1j27ZtXLt2jQYNGtC5c2fMzMxYvnw52traODg40LlzZ06ePMn169cJCAhg3bp12NjYcOTIEYYMGcLMmTNZsWIF/v7+lCtXjrCwMLS1tQkJCcHKygpjY2OhvSSTyVi2bBkHDhwgNTUVDw8PHB0dSU1NJSIigooVK1JQUEDDhg0ZOHAgY8aMAYre+8TERKDoc2ndurVSwRigNLY5b9481q1bx4IFC7h58yYjR46kTJkyDB48GDs7O27fvs2UKVMYMGAAgwcPZvny5SxfvryEcO6rr76iefPmgugqICCAwYMHs2LFCgoLC/+W0E5RHFunTh1kMhmbN28mMDCQwsJCpTjD0s5R1fft30bJvumY5f2l0gSKxbly5QrDhw/n5cuXdOnShYEDB7Jv3z7Onz+Pu7s7ubm52NraoqmpyaJFiygoKOD+/ftER0cLYgMRkf8ycgGeqakpPXr0IDw8HKlUSlxcHDNmzKBNmzZC4XKHDh1QU1PD3NwcTU1NjIyMhDa8g4MD5cqVQ11dnWPHjgEIEcLOzs7k5uYyfvx4nj59yqRJk/jqq6/o3r07pqamVK9eXfh9q6urExUVVeI4FyxYoPT/lxZVKyKiClGYIyIiIiLyj5BKpSxcuFBwOzlx4gQ5OTkEBASwbds2li5dytmzZ1m5ciWtW7fmxYsXdOnSBX19fS5evAjArl27SlTcKA7kDho0iFGjRrF+/foSIg6RzxPFyiwfHx+l54KDg9HU1BQGdKCost7Z2VlpPcXILXmF2NChQ5WycuH1laRy1NTU6Nev3z85FZFPGAMDA/bv34+mpib9+/fn8uXLvHjxgv3797Nt2zZWr16Ng4MDubm5HDp0iE2bNrFy5Uo8PDxK7GvKlCmEh4dTvXp1bG1t8fDw+CIi8ETeH9bW1iQmJpKZmUnVqlV58uQJWVlZ/PTTT8TExADg5OSEpqYm6enpLFq0iKCgIMG2PT8/n6FDh9K1a1eCgoLYtWsXFSpUoEuXLnh5eQF/uct16dLlkxR2/JdQvLYsX75c5XXl7t27xMbGoqGhwYYNGz6pz8/U1LREzKiFhQV37tx5L6/Xt29fIYrlU+R1FcSKEZsAd+/eFaq2a9SoARRVf2/YsIG7d+8KLiGVKlVi+vTpuLi4MGHCBNTU1Hj69Clt2rQRnC3Kli1L2bJl2b9/v+A4KfJ6Vq1axa+//srTp0/x8PAgLS0NTU1NvL29sba2pn379qXer588eYKLiwv5+flUrFjxncc2fOlYWFgoxWEVF857eHiUaFPJ2+8jR45k5MiRAIJTABRFwCiiWAkvOr2IfM7Ur1+f58+fEx4eTrdu3bh9+zbHjx/Hzs6OyMhIGjRoQPfu3fHx8REq2/v27cu9e/eoUKGCsJ/Hjx9jbW2Nra0t5cqVIzY2llWrVokRV58Qivel8ePH8+OPP1KtWjXMzc1p1KgRenp6APTs2ZMNGzZw+vRpvvnmG2JjY9HX16d3796kpKTg4OAAQFRUVAmXvtWrV7Nu3TphTCUzM5NRo0axdetW8vLycHR0JD4+/r2ep0wmY/DgwUyaNElpuaurK+7u7oKzztWrV6lXrx4vXrzg4MGDFBYWoqenh7+/P7///js2NjacPXuWNWvWEBISwq1btzAzM+PcuXP8+uuvWFhYMGrUKKpXr063bt2oWrUqz549Q19fn0qVKhEUFMTt27cxNDQkMDAQGxsbEhISqFu3LiYmJkyfPp0+ffrw7bffCk41I0eOpGLFigAYGhrSvXt3lWON8nGrMmXKMHv2bNq0aUNhYSHLly8XROY+Pj64ubkREBDA1q1bUVdXZ+3atYLjlaLgt0mTJuTl5Qn/6+jolGh/v61AWFEcGxYWRq9evTh58iR6enqYmZlhYmLC/fv3cXd3Z/Xq1aWeY3Fq1qyJm5sbs2bNeueFa4r9pUuXLr3VNoGBgaxdu5aaNWvi6emJuro6Tk5OTJ48mfr165doG+zevZtZs2YRFxdHz5493+nxi4h8jrxJ/HnlyhVyc3N59OiRcF2UU6lSJcFF99q1axgZGaGnp8etW7eoXLkyly9fBoqKsvv370/Lli15/Pgxzs7O/Pjjj3Tu3FmMoRIReQ2iMEdERERE5B/z6tUr9u3bh729PYWFhURERODu7o6mpiZRUVHo6OgwefJk7OzsMDMzo1evXsTFxbFlyxZycnL47rvvhH0pDr4WH8j18fEpIeIQ+TxJSUkhKSlJ5URkYGAgf/zxBxoaGv8qV/1tiYiIYNGiRURGRr731xL5sNy7d49hw4bx8OFDrl+/jpmZWQnLZ1NTU6ysrABo1aqVSst/gAcPHmBqagoUVZzdvXtX7GCKvBYbGxvGjh1LQUEBXl5eREZGYmxsTG5urjDgoaGhIawvj1dp1KgRxsbGwF/xQqmpqbi4uABFooDs7GylbcTolY+P4rUlMDBQiIhq1aoVc+bMwcPDgxYtWqj8zEv7/AYNGkRwcLBw7RF5v6xbt466desCkJ6eLlQZF68g7tWrl8qITcXPsWXLlowePZrs7Gx++OEHpddRHLgEyMvLIysri+7du+Pn50eFChVYvHgx27Zte+/n/CWgKPBQxN/fn6FDh3Ls2DHWrVsHqI5aKx4XJiIiIvI+uHr1quDkYWVlJQhfX716hZaWFrt37+bmzZtkZGQIkc+Wlpbs3buXli1bCteqihUrcvToURISEoiNjSUvL0+IRRT5NCh+XzI2Nmbu3Ln8/vvv2Nvbc+/ePcFxD8DExITJkyczceJErKysiI2N5dSpU2zdupWCggJ+/PFHJZe+zp07s3btWhITEzl+/DhHjx6latWq5Obm8uTJE44cOSKIh98nWlpaKu+hZcuWZffu3cL/c+fOpUePHjg7O7Nq1SoePXrE2rVrqVq1Knp6ejRq1IhKlSphZmZG/fr1uXXrFmpqagQEBFC5cmV+/PFHYV/Dhw8X3FFiY2OVxKGKBAYGlli2dOnSEssUi8WKjzUqFoIFBQURFBSk9Ly7uzvu7u7C/7/99pvKY3lfFBfHnjp1qsQ6ihGorztHU1NTwbVm8+bN7+Foi1DsL61cuRIbGxugqK1dmlPPxYsXGTBgAFDk5qkY71icZs2aAXx20VwiIh+TmjVr4uvry5UrV1ixYoXSc9OnT6dfv37k5+fz9ddfo6WlxZQpU3BxcaFBgwaCW9+kSZMICAjg0aNHqKurs3HjRg4ePMjAgQM/ximJiHw2iMIcEREREZF/jHxSu0OHDiQmJrJ79262bdtGbm4uAQEBJXKOmzRpgrq6OtWrV+fKlSsf+ehFPgYWFhZYWFiofG7evHkf9Fjc3NyUKnVFvhw2b96Mq6srgwYNwsvLCzs7O8EeOjU1lXr16lG3bl3BveTkyZPUq1dP5b5UVYqIiKhCKpWyePFiCgsLOXToEM2bN2f58uWcOXOGwMBAdu7cSbt27WjWrJkw8Q9Fk/5r1qzhzJkzdOjQgSVLlgiCAEtLS3bs2EH58uWRyWSC+8P7tBoX+XvI7eSTk5MZMGAASUlJQNF1RT6YXFyAI35+nw4FBQWsW7dOmOCoW7eukogK/qogfv78OYGBgW+M2Gzbti1Hjx4tIeIsPnAZEhJCnTp1ePDgAba2tujq6vL999/TsGHD93fC/wGWLl3Kzp07efXqFWFhYR/7cL44FN0vRURE3oympiZbt24lMTERd3d3Vq1ahbOzM8+ePaNq1ao0aNCAxMREKlSowOXLl+nXr59S20JO06ZNmT17NqdOnWL48OF06tSp1ChekU8HKyurUh33DA0NBVF+vXr10NbWplq1ajx48EDlNtnZ2dSuXRtNTQzU/8oAACAASURBVE1B5AvQu3dvIiMjiY+PZ/LkyR/+JEuhTp06pKam4uzsTHJyMo0bN8bR0VEQypQWU1+3bl2Sk5MpKChAXV2dgoIC4TnFmCaRzwfF+C1HR0dhPDgtLY3mzZur3KZhw4YsXryYqlWrkp+fL/SZVX3+n1IUnIjIx6Z4W13RIVfxuQoVKpQoCJGL9iwtLYWYKyjqM7dt27aEENDQ0LCEONHHx4f+/fuLRWQiIq9BFOaIiIiIiPxj5I0sLy8vJk6ciJ6eHuXLlyciIoIGDRoo5RyD2FkSKZq4jo2NpXr16oSFhaGjo8PKlSvR0dFh0KBBvHz5EhcXF8aPH09wcDC3bt3i+vXrmJqasmbNmo99+CLFGDlyJAsWLCgxifmxsbe3Z+DAgezcuVNYpmj5HBERgb6+PmFhYXTo0IEKFSqwefNmldVVqipFRERKo7CwkMjISKysrCgsLOTIkSOUL1+eJ0+e0KRJEy5evEhSUhI+Pj6MHj2au3fvkpaWxoQJEygsLMTMzIzp06cL+5s2bRqtWrUiMzMTTU1NYmJiyMvLw8HBAXV1dVHk+pFJSUkhJSUFIyMjnj59ioWFBdevX6d169YYGhpy//59+vbtS0pKCjY2NpQpU4aXL1+SnZ3NkCFDSElJYfjw4axYsYL09HQ8PT0xMTHh6dOnH/vUvihu376Nl5cXMpmM5s2b06dPHxYuXEhhYSH+/v6kpaURHBxMYGAgCQkJ5OXloa2tTVZWFhKJhPbt2zNnzhxsbW1xdnZGX1+f8ePHk5KSwvr165UqqwHmz5+v9L/coUXVwCXAjRs3hMc5OTnv/g34jzFq1CjBuUpERETkY1O/fn0cHByYOXMmoaGhfPfdd/j7+xMcHIyNjQ27du1CXV2d3NxcAgMD6dq1K+7u7pQvX56HDx8yYcIENDU10dHRYfv27bi4uHD06FGePXv2sU9N5C1QV1fHwMBApePe62JGStvmxo0b5OfnK4m23NzchHaO3AHwU6B4tJWenh4mJiZIJBLU1NTw9PQkICCgxHaGhoa4ublhbW0tjBfJadasGRMnTsTDw+M/6TD4uYpji4/F9O/fX2hTl8asWbPw9fXl5cuXaGlpERERQdeuXRk+fDhfffXVBzz6zxP52OvMmTOxtbUt0V8RESlOYWEhw4cP5+LFi+jo6ODv78/69euF5bNmzSIhIYHr168THBxMaGgo7dq1o3nz5pw6dYrg4GCMjIyESEZ/f3+hUElEREQZUZgjIiIiIvKvadCgATdv3hSqc9q2bcusWbOUco6/BD5VEcLnxv379zly5AiJiYloaGhQUFDAN998w7Rp0+jQoQNdu3YVGu9NmzZlzZo1ODo68vDhQypVqvSRj15EkcWLFwPKv423+Z2EhoZibm6uVOmnSsD3T7G0tCQtLU34XyqVlrB8Bko4HVSqVEmoJCmtUuSf8vLlS3r37s2JEyfQ0NCgRo0aPHnyhDt37qCpqUnHjh354Ycf6N+/P1evXkUmk1G5cmUqVKjAzZs3ady4Mfv372fBggWsW7eOR48e0bhxYzZv3kxeXh4DBw6kbNmydOnShUmTJv3r4xX5Z8httL/99luhCnTs2LHIZDKuX79O8+bNSU1N5f79+yxcuJBRo0aRkpJCuXLlaNasGXv27KF27dosXbqU2NhY6tati5mZGefOnePBgwf4+voSHBxMQkICwcHBosj1I2NhYYGlpSX79u3j2bNnlCtXjtjYWA4cOMCsWbOwtbXF1NQUfX19Dhw4gLq6OoWFhXz//fdMnDiRXbt2MX78eP744w82btzIggULaNu2LS1atPjYp/ZFYWBgwP79+9HU1KR///5cvnxZiGMFMDc3F8Qzs2bNAmDOnDmMGjUKR0dHpUptKIo12LVrF5MmTSI8PBwvLy/KlCnzQc9JRETk31FYWEiPHj148uQJBw4cEPt3Iu+N2rVrC30Qxfju4OBgALp06VJiG8U4IDnyPkpUVNS7P0iR94q6ujqjR49+o+Pe22zj4+ODtbU1dnZ2wroVK1ZEW1v7g8RY/R2KR1vJKR43Je93K4pOhg8fzvDhw4V15L8XEKMoPzdUiYn27t1bYr3i4zD169cvsV7xGDHF1wDla6yIiMjrKS7WioqKolatWvz888/s3buXlJQUpT6zvJ+sSHZ2NpMnT0ZfXx9HR0cSExOxsLAgNjYWTU1ReiAiUhrir0NERERE5B9RvHOlr68vZGXXqFFDZc6xKuvEzwm5CEHk35Geno6VlZUwAK6urs7Vq1eFaDRLS0vS09OBvya5q1WrxqNHj0Rhzkdi7NixeHt7c/v2bcaPH09ycjLe3t6cOHGC06dPU6lSJYYMGSK4G2loaKh0PMrOzsbPz48nT57QuHFjWrZsSXBwMDdu3CAjI4Pw8HAMDQ0/9um+F3bu3Imenh6jR4/mxo0bXLhwAX9/fwYOHMisWbO4du0aR44c4dGjR1SvXp0xY8awaNEiatSogYeHB2fPnmX16tWkpaXRtWtXRo4cydSpU5kzZw6tW7cmICCAQYMGiUKNj0xpla/Z2dm0atWK3bt30759e0xNTYEi++AXL16Ql5cHgI6OjhC7BnDt2jVSU1Pp1KmTsMzOzo5Dhw7Rr18/unXrJlYhfWTk96758+cTFxeHTCajcePGSuuMGzcOb29v9PX1mTVrFufPn2fChAmoqanx9OlT2rRpw7Vr17C0tERTU7NUS3eRf8a9e/cYNmwYDx8+5Pr165iZmQmfW2lcunRJGHwsbsOdmpqKi4sLUORwk52dXSK26lMiJSWFpKQk/Pz8Sjw3depUYmJiWLZsmZJY9l0RGhrKwIEDUVdXZ+7cuQwYMOCTfq9E/jtkZmZSoUIF9uzZIywrKChgw4YNwIeZ3JNKpUilUqUJZ5Evi8913EPk3aD4+Ts7O+Ps7Kz0vOKkqPyxYuSIqm2GDh3K0KFDS7yWlpYWffr0eZeHLyIi8hmhyiG0OLGxsUJB7cyZM2natCmjRo1i69at5OXl4ejoSHx8/Ac75m+++UaIthP5+Jw/f56tW7cSHR1NXl4eL1++VCkeVhxz1NfXp1atWgCiyF1E5G8gBr2JiIiIiPxrunfvjoODwxdTLTx27FjOnDlDTEwMlpaWAHh7e9OkSRPy8vJYvnw57dq1o1OnTpw6dYrnz5/j6emJvb09Hh4epWZlixShmBkORYPgdevWJSkpCYDk5GRh0lqMP/s0sLa2JjExkeDgYHR1ddm5cydbt26lfPnyODk5MXPmTBo1akR2djZhYWHY2dmxatUqzpw5w7Vr19iyZQsSiQR7e3smTpyInZ0d9+7dY/ny5WzdupWjR4+Sm5uLjo6OEGfm5ORE3759CQ0N/dfHL5FISrjlfGjS09MpU6YMzZs3x8LCAmNjY0JCQqhduzYLFy7kwIED3L17FzMzM5o0aUKNGjVo3LgxzZo1o1q1apQtW5aLFy+SmJjIxo0bad++PVKplMePH9OnTx9Onz6Nl5eXUM0i8mmhrq7OsWPHcHV15eXLl0rXtsePH9OtWzcKCgp4/vw54eHhwnN16tShdevWwuTd/v37yc/PZ/r06WzevJkFCxZ8jNMRUUBdXZ179+4hlUo5fPgwM2bMKHG/sre3Z+PGjRgZGREVFUXDhg1ZuHAhUqmUkydP0rNnT+rUqUNqair5+flKjl8ifw+pVIqrqys9e/bE1taW8PBwOnbsSHp6OuHh4Tx//pwdO3YQHR0NFLmZnT9/Xrjn3LlzB5lMxpkzZ7C2tsbNzQ2ZTMauXbtIS0tDIpGQnZ3Nnj17yMvLIzk5mcDAQL777jtsbW2ZNm0aAFeuXMHR0RE7O7uPfv+xsLBQKcoBiI+P548//nijKKe4a9DbEhoaKmw7YcIEUZQj8skwbtw4Dhw4gKamJh4eHnTv3p3Tp09z8OBBZs+eTYcOHYRCkzVr1tChQwelZSIiIiKfCgEBARgZGVG1atWPfSgiIiIfCblDaEJCAo8fP+by5csl1gkODiYmJoaYmBiCgoKoWrUqubm5PHnyhLi4uA/uuiWKcj4tGjZsyMCBA5FKpSQkJDB79mylApUXL14AKI1V3L9/n1u3bvHs2TPy8/OBIqGo/LGIiIhqRMccEREREZF/jWKl4ZeAXISQmZlJ1apVefLkCVlZWRgZGQEQGRnJgQMH0NHRobCwkGXLluHi4oKnpyc///wzO3bswNPT8yOfxadL5cqVS2SGjx8/Hm9vb169esX//vc/ceLmE8PGxoaxY8eipaVFvXr12LBhA7q6ujx48IAHDx6gpaVF3bp1yc3NRVtbm3Xr1tG6dWsaN26Mk5MTCxcu5KeffsLe3p7vv/+ejIwMypQpQ5MmTQBYsmQJJ06cIC4ujhcvXmBtbc2ECRMYNmzYRz7zd0edOnU4ffo0aWlp3Lx5kz///JMqVarQo0cPZDIZp0+fprCwEDU1NUG0ofi4sLAQY2Nj7OzsMDAwYOnSpYIIMC8vj4ULF/Lq1StsbGwE9zKRd8/roi8Uq2KLRxVIpVIMDAyYOXMmoaGh5OXlIZFIqFKlCidPnuTChQvUq1eP9u3bM3DgQGFbQ0NDunfvTseOHdHQ0MDe3h47OzsmTZqETCb75Czr/6tUrlwZXV1d7O3tVbrduLq68uzZMwC2b9+Ovb09AQEBPHr0CHV1dUJCQvj+++/p168fxsbGGBsbf+hT+KIoLCwkMjKS2bNnc/z4cX755RccHBzo168fbdu2ZfTo0XzzzTdcvnyZU6dO0aRJE7S1tYXBRk1NTQ4dOsTQoUM5efIkAwcOZMuWLZibm9O3b18aN26Mi4sLaWlp9O3blwoVKiCRSFiyZAlt27Zl6tSpBAYGsnbtWmrWrImnpye3bt2iRo0aH+X9kEqlxMbGsnv3blq0aEFqaiphYWEkJCRw+vRpJBIJUVFRTJo0iZSUFCpWrEh4eDgPHjzAx8cHfX19nJ2d2bBhAzY2NkRHRzNkyBAOHjxIWloa8+fPp2vXrsyZM4d9+/bx4sULVq5ciUwmIyUlBQcHB/z9/YmLi2Py5MkYGhri5eXF48ePsbCw4KeffiI0NJTo6GgePXoEFPUt3kW05adEaGgod+7cIT8/v0SMx9uybt06fH19AbC1tS1hQS/y9sycOZOnT5+Sk5MjuNeNHj2aixcvMnPmTC5evIijoyONGjVCW1ubDRs2MHDgQP73v/9hZGTElClTWLlyJc+ePSM6OpoyZcrg5OSETCbD0NCQX375hT///BNfX1+qVKlCeno6kZGR1KhRA19fX27evEnt2rWpWbPmx34rREREPnNWr179sQ9BRETkI6PKIbQ4ampqVKxYEfjL3aR3795ERkYSHx8vuOm8L1avXs3mzZspKCjg9u3bmJiYkJCQgEQioX379sTGxjJ06FD8/PxITExk3LhxlClThqFDh+Lh4fFej00EXFxc+Pbbb7G3twdg5MiRSs93794dW1tb2rZtKywzMDAgODiYlJQUgoKChPVcXV3x9/fHzc3tw52AiMhnhCjMERERERERKYZchFBQUICXlxeRkZEYGxtz48YNAKZNm8awYcMoU6YMM2bM4Pz58yQlJbFq1SpevHghinJeQ/HccEWkUqnS/4q27u/CNUXkn2NkZERmZqYQKSaVSnFycmLPnj3o6+ujq6vL0aNHKV++PJqamhQWFlKmTBlhcllXV5fHjx9jZGTExIkTOXnyJLa2tqipqREbG4u6ujrVq1fn4cOHZGZmChPbFhYWH/O03ymurq5s2LCBBQsWoKamRs2aNbl16xbHjh1DV1dXsH99HTVr1qRMmTKsWbOGjRs3YmxszJgxY9DT02PZsmU8e/aM/v37f4Cz+e+iKvribShNtOPq6kpeXh7bt29XuQ2Aj48PPj4+Ss+Jk7GfBoqfa1RUVInn5Z+T3J1Fkd9++63EsmPHjr3bA/yPohiDaWhoiKWlJd9++y1mZmZs376d4OBgnjx5wu3bt0lPT2fixIk4OzuzatUqwdUqMDCQFy9eoKOjg5OTEwA//vgjixYtYuvWraipqWFra0tERASDBg0SXlNHRweAixcvCjFzDx8+JCMj46MJc+TcuXOHY8eOkZSURFhYmHAuUqmUEydOkJuby6FDh9i0aRMrV67Ew8ODu3fvEhsbi4aGBhs2bMDd3Z2goCCqVavGuXPnyM/PZ+jQoXTt2pXvvvuOiRMncuXKFaZOnUp4eDgWFhbExsaiqalJXFwcUDQo7+HhwYABA/D39xe+90ZGRmzZsoXBgwdz+vRpWrRo8THfrveCiYlJiYikgoKCEnFppaEozPkv8Xfeo3+yL3V1ddq0aUOXLl1wcHBg9uzZ5Obm0qxZM4YNG4a/vz+enp6cOXOGVq1aERAQQFhYGDExMcyePZvo6Gh69epFVFQUOjo6TJ48mfj4eMzMzHjw4AGxsbFs2bKFiIgI2rdvj4aGBrGxscyePZtXr169k/P6ryHvG6qKHPs/e2ceV1P+//Fnm51skbWQrdFi136LhJStYSgpmn5qGAzGkrWR7NuQLWTfU9lJLqrR2KL5TpYkFFKWypbq3t8fPe6Ze1uMwdjmPP+699yz3u18ltf79fLy8uLq1avs3LnznYo9Hjx4wLp1695ZQCciIiIi8u+iKJbJyMhg+vTpODo6frRj/9094lO11bZt20bv3r3x8PDA1dUVGxsbIiMjVdaRyWRkZ2cDCI4m/fr1EyKwGjdu/K+eo7e3N97e3kyaNIlWrVqxcuVK4bX+/fszY8YM7O3tGTZsGBMnTiQ8PJyaNWu+s3OnyD9DTU2tmIuRIr4ZCudCFO6wCjQ1NQkODlZZNnr06GKiHhEREVVEYY6IiIiIiEgRFCKE+vXrY2FhQe/evfHx8RGEOaampoSEhLBt2zZCQkJo3rw5nTt3FpTgYpSVyNdInTp1MDU15fDhw7x69Qp3d3d27dqFoaEhr1+/Zs+ePRgaGnLnzp1S92FsbMyyZcu4ceMGERERjB8/vlhcWaNGjUhISKBHjx5cuXKF9u3bf4zL+9cpW7Ys4eHhQGGWdnp6Or/++itmZmYq640bN054rJjwB9WJh5IGgcQKoo+DIvpi2LBhvHjxgvT0dHR0dNiyZQtbt27l2LFjZGVloaGhQffu3dm+fTvNmjUjODiY+Ph4Ro0aJcS1TZ48WWXf/v7+REVFoa6uzvr164VIPxERkX+G8n1F+XFqaqrKgHVp95yjR4/SrFkztm3bhp+fH3K5nPT0dPz8/Ni3b1+JTi5FlzVv3pwlS5ZQp04dCgoKStzmQ4oN3gYDAwPKlSsnCGGVuXnzJm3atAGgXbt2nDp1CgATExMVZ7BWrVqhpaVFixYtBPHtkydPANi8eTNbt25FXV39jW43N2/epEePHsKxkpKShH0DJZ7fl8rr16/59ttvyc3NpVq1ajg4OODm5saWLVvo1KkTrVu3pnz58kyaNIlhw4aRk5NDy5YtCQoK4sGDB3h6evLy5UvMzMyE76pEIhEGzXNzc+nZsyfHjx8HCmPzjh49ipaW1qe87A+CVCpl0aJFyOVyvL29mT9/Pvn5+UybNo0GDRqwYcMGFixYQL169Th48CCPHz/m/PnzdO3atdi9NiQkhMOHD/Ps2TMCAgIIDQ3l8OHD5OTkULNmTR49ekTv3r1p1KgRTZs25bvvvmPdunXIZDKWLl1K1apV2bFjB35+foSEhBATE6MiAHzy5AnPnz/H29ubtLQ00tPTadq0qRBPqhCgJyUlkZycLEQlt23blt9+++1Tvs1fJdeuXXsvAbOurq4oyhERERH5jHnXYpm/4+/a5goX4zfdIz6VMMfOzg53d3fCwsJKXWfatGl07doVuVyOv78/AFWqVKFcuXIfzYk3NDSUly9f4urqqiLMUfQxlN//mjVrAnzU/pKIiIjIx0D8VxMRERERESmBOnXqYGRkhL6+PhkZGZibmwuvDR8+HGtra5YuXYqTkxPe3t7s27ePzp07Y2dnx8WLFz/hmYuI/Dts3LiRMWPGUKdOHQICAujWrRtlypTB0tISAwMDXr16RYMGDWjYsCH6+vro6uoKkxatWrWifv36lCtXjjVr1jBkyBDmzZtHnTp1sLa2VhkE6N27NzExMTg4OPDgwYOvYnJJgaOjIzo6Ouzdu5fKlSsXE+WIfP7MmjULe3t7TE1NcXZ2JioqColEwp49e4DC6KmDBw+iq6vLq1evOH36NHfu3OHx48c0b94cqVTK2bNnOX78OC9fvhT2m5CQQFpaGlKplBUrVhAYGPipLlHkHyCVSlUsvx88eEBAQECJ6yUnJwOFVf5Fq8pEPhzx8fHs2rULJycnAgICePXqFT4+PmzcuJGQkBDmzZtH06ZNuX//PufOnSMwMJCYmBjq1q1LSkoK69atY/78+SxcuBBHR0e2b9/Opk2b6NixI/Hx8Tg7O2NsbIyNjQ3x8fFs2rQJgGXLluHh4cHly5cZOnQoAQEBDBkyhNq1a6Ojo8O3335LXl4eISEhDBgwAEdHR65cufJR35uiQlhlGjduzIULFwA4f/48TZo0AYoPhCtHLRbdV1BQEFKplLVr1wrLtLS0hIrcvzvWm87v71izZg0SiQRra2sMDAyYO3cuFhYW2NnZCYJhExMT3N3dMTExIT4+HoDg4GCsrKywsrL6V9rvYWFhdOjQgSNHjlC5cmWV1zIzM/Hz82PRokXMmTOHSZMmcfLkSSpXrsxvv/1GYGAgY8aMQSqVEhAQgLe3N0ZGRkilUoyMjIBC0a+enh5JSUlcu3YNAwODr6rd9Pr1a8LDw1m4cCFRUVFIpVLmz5+PoaEhf/75JykpKbRq1YqYmBhiY2MxNzcv9V5btWpVDh48SO3atfn999/ZvXs3NWrUAAonfi5fvoyOjg5VqlRh9erVPH/+HHt7e2JjY5k+fTr9+/fnxIkTzJkzByj+fT169CgNGzZk1KhR9OvXD7lczvTp00sUoF++fBmAS5cufay38qvg9evX9OjRg9atWwtOdP7+/kgkEuzs7EhJSWHKlClcuXKFnj17IpfL6datG1ZWVjg6OvLkyROkUim9evXCyckJCwsLnj17RmxsLB07dsTOzo7169eTkpKCm5sbMTExTJgwAYDHjx/Tu3fvEo8p8v6EhIQI94WiFG1rFWX9+vXC45EjR37wcxMREfn8UBTLKNw6UlJSsLOzw8XFhbZt25KamgoUOs926dKFoUOHCo7cJbX9TExMcHNzY968eXh4eODr64u1tbUQzTNjxgw8PT1xcHDg/PnzgkuxmZkZI0aMwNTUlCNHjhARESGIqBWi6Y9F69atSUhIICwsjLCwMCQSCbNmzQL+cnF1cHDg7NmzxMXF4eDgIGyrpaVF//79//VzvHr1KuvWrWPBggXFXisq6ldTU+PRo0cAomPOZ4zo5Cwi8m6IjjkiIiIiIiIlsHHjRuFxWloa8FfUkvJrCrZs2fKvn9OHqKz+2NXZIl8fyt//Fy9elLqeYtJLGYXtvHJMWUnxPqGhoWhqauLj4/Ov2+l+TEqKsxH5MikpwlBbW1ulgr5oNf2DBw8YO3YsL1684Nq1azx8+FBlf1KpVPg91KlT56Nfk8j7U1KVvUwmQyqVYmlp+VX9n32umJqa0rJlS8LDwwkICKBBgwbk5ORw69YtDh8+THx8PC1atODhw4dCROPGjRsZOHAg9erVIz09nfPnzyOXy1FTU8PDwwN7e3tcXV3p2bMnq1evplq1alSoUIH8/HwkEgnR0dHMmDGD2rVr8+TJE3x8fMjMzMTJyQlPT08GDhzIypUrBQFf1apV2blz5yd+p1Tp0KEDGzduxMrKisqVK7Nt27Z/7FrToUMHrK2tsba2FpY5OjrSu3dvvLy8hGXe3t4MGjSItWvXYmxsTKdOnbh69ep7nX9Ra/xNmzYRExNDdHQ0gYGBrFy5sliUV/369YmIiOD06dM8efKEoUOHvrHK+F0o6o6iTK1atYR4s8TERCZOnIiamhrPnj2jQ4cOXL9+XRD6vant7urqyo4dOygoKPjq4nTbtGlDZmYmiYmJgohbce8sW7YsUVFRjBgxgoiICDIzMxk3bhzJyckl3msV7//t27cxNjZGX1+f9evXExgYyLJly3BxccHBwUGIG0tLS+P48eNERUUxcOBAdu3axZQpU5g6dWqx+F2Ajh07Mm3aNDZv3oxEIqFp06bMnDmzmKCgY8eOrFy5ks6dO6Onp/dWUaYihYSFhWFoaEj16tWpUKECOTk5gqj5f//7H4GBgaxevRqpVMqBAwfYv38/GRkZ7Ny5kxs3brBq1SpBFL9//34CAgI4ceIE586dY+7cuUgkEuRyueCSa25uLrgbRkRE0KtXLxUhdWJionBMkfejpEiyt0XZnaJoBIeIiMjXyaxZs5DL5fzxxx/MmzcPW1vbYtGRnTp1omzZskRGRjJ37lxu3brFiRMnSmz7paamEhsbS8WKFfHw8MDCwoIyZcpw4cIFYTy4WbNmbNiwgZSUFNLT00lOTubRo0dMmzaNvLw8RowYwb59+wQR9ZeCt7c3tWrV+ijjD/Pnz+fu3bt06dIFXV3dN64bGBiIk5MTZcuWZfjw4aJDtIiIyFeFKMwREREREUEqlRIZGSmo6f/t7T4VlpaWxdTcEomkWKeppPU+Fco27v3792fFihVoaGgQFBSEiYkJq1atIiQkBBsbG+Li4pBKpcTFxTFhwgTy8vLw8vLC09MTiURChw4duHfv3kcREYmIvA+Ojo48e/YMAwMD0VVG5LOkpAjDrVu3lhqhI5fLWblyJRMmTEAikWBpaaniCNG8eXO6du0qTCiIkYhfDpcvX6Z79+7k5uayYMECFi1aVCymJjQ0lH379tGlSxeMjIw4ceIEoaGhABw8ePCNsT8i/xzlSKT4+HhCQ0M5evQo+fn5mJmZYWFhwfjx45HJZLi6umJtbU16ejq1o86gmgAAIABJREFUa9fmxx9/xM3NDT09PX755RcAQVhhZGTErVu3SE5OZubMmeTl5fG///1POK5iPVNTU5KSkkoV8BUVaPzbSCQSlWhEfX19QSir3N5dsWKFynZVq1ZVaTMqt5eVt1M8Xrt2bbFjjx49mtGjRwMI/5cAhw4dUlnPw8MDiUSCl5cXT58+xcrK6i2v7i8U1vhNmjTB2NgYKIzKmjlzJlA8yis5OZnLly9ja2v7j4/1tijcUXr06MGlS5fo1KmT8Jqy2KZ58+a4ubkJ3438/HzOnDnD2bNn6dKliyCsL+m/wsbGhjlz5lBQUMDUqVP/tWv5FKirq1OzZk2MjIw4evQoGhoa5OXloaamRtu2bVm+fDknT55kz5495ObmUq5cuVLvtYr3W09Pj4SEBOAvx5qyZcuyf//+YsdXFlrm5+dTUFCAtbU19erVY9iwYTg5OZGfn09ubi59+/alV69erFu3jrS0NBwdHenTpw/R0dFERkYKAh1LS0tCQkKQSCTUrl2bgwcP0qBBA4YNG/avvpdfMrGxsYwZM4bMzEyePn2KpqYm2tra6OrqEhISQlhYGBUrVkRHRweJREJ8fDzHjh0jNjaWK1eu0KZNG6pXr46joyN+fn6kpqbi6+srCOAOHTrE1q1befXqFStXrmTFihVUrVoVNTU1srKy2Lp1KxEREQQHBxMZGSkKqT8A33//PT/99BMtW7Zk2bJlrF69mqVLlyKRSBg8eDBpaWnUq1ePzZs3q2zXv39/0tPTKVu2LHv27GHHjh0qEX8+Pj5ER0dz+fJlfH19KSgoYMSIEbi5ueHh4YG2tjYXLlzA3t6e6dOnf6KrFxER+RC8fPmScuXKMXLkSDQ0NIpFR966dUtoD5qamvLbb78RFRVVYtuvefPmVKxYUXhuYmKCq6srkyZN4tatW4CqwFohzNHR0aFWrVoAX0wMq6IPIJFImDJlyjuND48cOfKdhJDr1q0rcblyH0Px2MLCgtjY2H98DBEREZEvAVGYIyIiIiLyWTB69GgWLlzIL7/8gqWlJZqamoLo502N/g/tAPM5WmS+fv2agwcPYmZmRkxMDGlpaYwYMYKwsDBCQkKIiYnh/PnzxMXFAYW5wREREVSuXFmo8gbo06ePKHIQ+SIQnWVEPne8vb35/vvvCQoKQi6Xv1X0lKOjIyNGjMDQ0JAyZcqovGZiYoKuri4SiQQ1NTUGDhyIt7f3v3X6Ih+QV69ecfz4cXbu3MmxY8eE5YqYmvr161OlShUsLS3p0qULISEh1KpVi+3bt/P9999z5coVTExMPuEVfH0oixeqVq2Ku7s7Y8eOBQpFb1paWty/f5/69etjYWGBhoYGv/zyC15eXshkMtzd3fH29ubcuXNAofjK0NCQP/74gx9++AEfHx+Cg4OpV68eTZs2FY6lEGBcvnyZwYMH8+jRoxIFfKJzYSGlteGXLFnyj/elsMYPDw8nMzNTiAp6U1RWo0aNaN++veBk9KEFkXK5nJCQEH7//XdOnjxJ9erVS11XX1+fWbNmkZWVxcWLF7l06RITJ05kyJAhzJo1C3Nzc2bPnk2DBg3o16+fSmSeuro6xsbG5Ofnf5XfLXV1dX766Sc6d+6MmpoahoaGrFixAgsLC3bv3o22tjb169enZs2awJvvtVAopGjbti1WVlb/6L933759GBoasn37dmbNmsWjR49U/v/XrFmDt7c3d+7cKTbJNWPGDOH+0K1bN8H9p3///syYMQN7e3tRmPMGDh06xNy5cwVHs/v371OpUiVq1KiBmpoaycnJVKxYkaysLLS1tenUqRMLFizghx9+wNTUlO3bt2NgYMCYMWMYNGgQ9+/fJy8vj6SkJGJjY1m8eDGWlpa0atWKxYsX07t3b3bu3IlMJkNNTY24uDgKCgqoXr26KKT+QLi4uLBnzx6mTp3KkSNH6NGjB1D8d7Z3715q164tbBcSEkKFChUIDg5m586deHt7s2nTpmKFVlOnTmXr1q3Uq1cPS0tLwWlBIpGwdOlSOnbsKApzRES+cC5dusTjx4/ZsGED27dvJyEhgR9//JG+ffvy8uVLli9fTnJyMlevXqVBgwZcuHCBP/74A7lczowZM1i4cCF5eXnY2dlRUFBASkoKnp6e3Lp1i7Jly3Lt2jUqVqxIbm4uUqmUiIgIdu3axc8//yy482VmZgrnoxAC/xcKLkR3MhEREZH3QxTmiIiIiIgAkJCQgJOTE48fP2b79u0MGTKEvLw8jI2NCQoKQiqVsnjxYmQyGY8fP1aZOM/OzsbNzY05c+Zw8uRJNm/eTPny5Vm4cCFt2rR5q+O/aRB+0qRJ2NraCufTv39/wUXG19cXf39/2rZtS3R0NHPmzKFcuXKMHTuW5ORkCgoKmDhxIidOnODPP/8kLS2NXr16cfXqVerUqUPlypVVXGl8fX2F486bNw91dXXGjRv37m/sB6BNmzZkZGSgp6eHlpYW+vr6ZGVlkZmZScOGDdHQ0MDU1FRY//Llyzg7OwOFE4MZGRlAcQt9EREREZF/hr6+vjDhVnTirWPHjsJj5bg2RVWagYEB3bp1U9lG2brfz8+vWAySyOePskvK2rVrBVtu5Ziaoig7unwp1ZVfKlWqVOHixYvY2dkBhUJwZ2dn6tSpg5GREfr6+mRkZGBubk5OTg7Ozs4UFBRQpUoVjIyMADh16hRBQUHY2NhQv359+vTpQ69evTA1NaVatWrCsRITE+ncuTMNGjTAzMwMU1PTfyzg+1y5d+8erq6uQlt8+fLleHt7c+PGDSpUqMDhw4eJiYnh559/pkyZMgwfPpx+/foVcz6Ijo5WaXPfvXuX9evXqzj6SCQSQZyfmppKSkoK+vr6BAcHc/PmTQYNGoSuri7Pnj1j3bp16OvrF7PGt7W1xdzcnDJlypQYQQugo6ODo6Mj1tbWaGhoYGdn90EdZ+7fv49MJmPevHkqogvF/77CaUgmk7F7926GDh3K0KFDsbS0pFGjRkBxofK2bduEx8quRWpqagwaNOiDnfvngLLTU48ePYSJewW2traCAEtZqNStW7c33muBd3J7vXnzptCvbdeuHRcuXFD5/z9+/HiJ26WkpHD9+nWqVKkCgIaGhvBaq1at0NLSUhFUxcfHI5PJ3roP/V/A19eXWbNm8fTpU+7cuUNycjLW1tZoa2tTq1YtHB0dUVNTo0WLFiQmJpKYmEjdunVxdnZm4sSJuLm5UaFCBbKzs4mKiuLp06fo6OjQqVMnMjIyiIuLY+rUqTx48ABfX1/s7OxYtGgRZ86cwcnJifXr1wsiDlFI/WHo3Lkzc+fO5f/+7/+oXLmy4FRR0u9MIcwpKChg/PjxJCQkkJ2dTZ8+fUrd/5MnT9DX1wcKncsUkXaK9lf58uX/rUsTERGIj4/nwoULbyW8VI5kexfed/svERMTE9LT06lbty5mZmbUqVOHFy9e8Oeff3LhwgX+7//+j6ioKPbs2YOJiQkdOnSge/fuaGho8OOPP5KamsqYMWNo1qwZEyZMAArjMq2trVFTU+PSpUv88MMPlClTBh0dHcaPH8+8efN49eoVjRs3ZuHChSp9fgUdOnSgd+/ejB079p0cID8ERdvtS5Ys4dtvvyU3N5dq1arh4OAgrOfi4sKtW7cIDw+nfv36+Pv7ExUVhbq6OuvXryc/Px93d3fKli2Lvb09kydPxtLSkh07djB+/Hi2b99OQUEBXbp04eTJkwQHB7N06VKysrIICwujTZs2hISEYGRkRE5Ozgd33f8vfvdFRES+fERhjoiIiIiIgCJr/dKlSxw/fhxNTU3c3Ny4ceNGsXVOnDiBtrY2OTk5DB48mMDAQAwNDRk9ejQnT56kfPnyKjEdCsaPH8+QIUO4d+8eEyZM4NKlSwwZMoRz585x5cqVEs/r22+/5dSpUwwbNoy9e/dy4sQJ9PX1hcHqUaNGqeT6jhgxguTkZB4+fMjkyZNZu3Ytt27dQldXl7S0NGrXrk1oaCg///wzR44cAQpdaRSPAwICmD9/PsAnF+VAYaWojo4OKSkp5OXlkZaWhra2NjVr1uTu3bvIZDKV965169bs2bOHihUrCpXhiv2IiIiIiIiIfDgUE8OXL1+mc+fOQrSR8j1XS0uLgoIC4XlR5w6RD4fyZL5iMt7T07PYespijbS0NOHx6dOni607btw4DAwMhOcKAUVR3N3dBScMKJz4e5OA70uiZs2aKn2DhQsXUqtWLYKDgwW3yYkTJxIeHo6Liwvffvste/fuLdH5QNHmzs/Px8LCgpiYGH7//XfOnj1b7LjffPMNwcHBdO3aladPn7JgwQKWLl1K+/btVUTpJVnjT5o0SeW5QsiiHOXl6elZ4vfjQ/Dzzz8THx9P3bp12bdvH9nZ2ZiamrJs2TJCQkI4fPgwz549w8bGhoSEBMaMGUP79u2F6BVFwUFRkUlRpk2bxu3bt2nfvv2/ch0ihTRu3JgLFy7g6OjI+fPnMTAwYMOGDUDh/3+TJk2K/dcrkMvlZGdnA5R6L1AQHx9Pfn6+KMxRolq1agQFBQkTjTY2Nmzfvh2A4OBgwS2lQ4cOnDp1itzcXCwsLFBTU8PS0pJx48bRvHlzxowZUywybuTIkdjY2DB27Fhat26Nk5MT+vr6grPK7Nmz8ff3VzkfUUj9/mhqagqiyt69e3Pt2jWg5N+Zgvj4eJ4/f87p06dZu3atcO8u6XdUtWpVUlJSqFevHsnJyULUzH/ByUJElZKi6z8G/1SUU5K44G3dwZW3VziRK4tAv0b09fVZsmQJU6ZMoVKlSjg4OPDTTz+xatUqKleuTJMmTWjTpg0DBw4U7hNVq1YFCtt+jRo14tChQ0ydOpVr164J7XcTExOhOPPq1av4+/sza9Ysxo0bR5cuXdiyZQva2tr07dsXUBVJK75nCxcu/LhvRgkUbbcvXryYDh064OfnpyImffLkCZGRkWzfvp29e/diZ2dHWloaUqmUxMREAgMDad++Pd7e3nh4eKj0W+vXr09mZiYvX74kLi4Oa2trMjMziYiIYNmyZRw4cAB/f3/CwsKEPtm/8Vt8W2HOh3bbFxEREXkfxH8jERERERGgePW2i4sLEomE6Oho7t27V+I6ALt378bU1JRvvvkGgJkzZ+Lj44O3t7dQmaSMubk5MTExxMbGUqdOHXJyckhPTxcGS0oiLy+Pvn37EhERQfny5Rk4cKCK+4si11dxXllZWejq6qKlpcU333yDpmahDrVMmTLcuHGDs2fP4u7uztmzZ6lXrx6AyuBndnY227dvZ/To0e/8fn5oNDQ0GDFiBFZWVgwaNIhffvkFTU1NhgwZgrm5Odu2bRMEODNnzsTZ2RlbW1u+++67T3zmIiIiIiIiXy9aWlp069aNoKAgunbtWuI6EomkxMk9EZEvhUePHqn0DV68eIG5uTmgKkJTxAmpq6sXcz5ISkoC/mpzZ2Zmoqenh6amZqmujoq+R926dcnKyuLWrVsYGxujoaEhvFaUlJQUoqKi/vE1HjlyhIMHD/L06VNCQ0P/8fZFmTVrFsbGxty5c4crV66gr6/P1q1b2bx5M8+ePePMmTO8ePGC1NRU6tatC8DIkSO5c+cO2tralCtXjkGDBnHp0iWg8H9k0qRJtG/fXhAixcTEcOLECR4+fMjOnTuRy+X4+PhgZ2eHo6MjT548ee/rECmkT58+/O9//8Pa2pqEhARq1KiBlpYWHTt2xMvLi0OHDnH48GHOnTuHjo4OVlZWvHr1CgAjIyO6du1Ku3btyMnJwdzcnMePHwMQFhbGxYsXsbW15dSpU6xZs4b58+cLUcQisHr1aqytrenZsyfDhw/n8ePHuLi4CO+hgp49e2JtbY2fn58wAevg4ICvry+rVq1i8uTJzJo1Czs7O7p06cLdu3cZN24co0aNok+fPlSrVk3oT3/33XfcunWLFi1afPTr/a/g4uLCypUr6dmzp7Cs6O9MEQUJ0Lx5c5KSkujWrRu///67sFwR8Xf16lVhmb+/P4MGDcLS0pIffvhB+Fy/ZORyOY6OjjRs2JDVq1d/6tP5LPgcY+gVmJqa0qRJE6ZMmYKJiQnu7u6YmJgQHx/P48ePkUgk2Nra8uOPP7JgwQISEhKQSCQcP34ciUTC+PHjcXd3Z8aMGURGRgKFgvOUlBSeP3+Oi4sLNjY2eHp6qmzv6Oj41YtyiqIQ9MFfEaaKZcOGDWPGjBncvXuXjh07qohjlYsrFLGnpQk3ihZVlCbE/Vwo2m5/9eqV4PKn3OY2NDREXV1dGEtPTExEKpUikUjw8fEhOzub/v37c+XKFVxdXYViVgXdunXjyJEj7N27FxcXF5KTk7l8+TJjxoxhz549ZGZm4uzsTP/+/YXvsYK5c+diYWGBnZ0dd+7cAQp/Nx4eHhgZGbFv3z4cHR1p27YtqampQKEY18rKCisrKy5evMiaNWuE735CQgIHDhzA2toac3Nz4Vw7deqEj4/PZ1F0KyIiIqJAdMwREREREQFUOxqZmZn07t0bDw8PXF1dS8zKvX37Nn/88Qeenp6kpqYSFhZG7969MTU1JSkpCV9fX0JCQgRLUAUWFhaMHz8emUyGq6sr4eHh1K5dm9u3b5d6bhkZGfj6+uLi4sL06dNJSkpCT0+vxHOXy+Voa2uTlZVFXl4emZmZKlbFqamp1K9fny1btjB27Fihsa7cAatSpQpTp07F09OTzZs3f1JVvXLl95AhQxgyZIjK615eXgwfPpy4uDjWr18PFFYLnjhxQmW9j1UlJJfL6dmzJzk5OZw8efI/NyggIiIiIvLfQfkerUDhkKJcQWlhYcGpU6eKbV+S/bnI54XCWeXv+Jo/S5lMRu/evcnKyqJRo0Y0adKEbdu2sWbNGjZu3IidnR2HDh0iPj6eIUOGkJ+fj0wmo0KFCowaNYp58+ahpaWFl5cX8Febu2bNmty+fZuCggJBfFKUom38Ro0akZCQQLt27QR3qqIohDmK+LI3XZfiXGQymeBMk5KSQmhoqFAN/bb7KI0nT57w/Plz1qxZw9SpU9m2bRutWrWibdu27N+/H7lcjpWVFTVq1EAqlWJhYYGfnx8BAQF07NiRBQsWsHXrVgD69+/PjBkzsLe3Z9iwYYJLUc2aNZHJZBw4cICGDRuycuVKDh8+zKpVq4o5B4m8G1paWuzcuVN4LpVKBdemuXPnCpNCnTt3ZvXq1SQmJgpRzXXr1mXTpk3Y2dkRGRmJTCaje/fuqKurExAQQHp6OuXLl0cmk+Ht7U1+fr7wexEpjCBULpgZMGCA8Fj5Xjtt2jSmTZumsq2LiwsuLi7C83379qm8np+fz9mzZykoKMDCwkKITfoa4+E+N3r06MGzZ88A1Xuo8u8MVNtayp+3gpIi/lq3bk1sbKzKesr380/hoPK+3L9/n8qVK+Pv709+fv6nPp2PhiL68tq1a5QvXx4vLy82bNggLH/06BHLly9HQ0ODoKAgTExMWLNmTbGYzLi4OCZMmEBeXh5eXl7/mlueAqlUyrp16zh27BjZ2dnI5XJ++uknVq9eTWxsLNnZ2Tg5OdG5c2fBxVFx77958yZly5bFzMyM5ORkLC0t8fDw4NmzZ4Iw+uXLl1hYWNCrVy9BTKzY3tbWlnv37uHh4UFubi7Ozs5MmDCBGTNmFIsI/Rrw9vZm0KBBrF27FmNjYzp16kSLFi0YNGgQOTk59OvXjxUrVnDz5k08PDz4448/6Nevn1Bc8erVK/bu3UtOTg7wdm1/iUTC5MmTiYuLK3bf+RzYtm2byph+ixYtuHz5Mj169ODSpUt06tQJKN7Ozs7OpkqVKsJ/ZF5eHvn5+SxatIjXr19jYWFB9+7dhW1cXFyYPHky9+/fx8jIiIyMDCpWrMjgwYOF6MnAwEB2796tcn4PHjwgKiqKmJgYoqOjCQwMZOXKldy/f5+zZ89y8eJFRowYwfnz59mxYwe7du3C3d2diIgITp8+zZMnTxg6dChhYWFs2rQJqVSKTCZj5MiRREVFCe2sbt26kZmZiZ+fX6kR0yIiIiKfAlGYIyIiIiJSDHV1dRYuXEhYWFip6zRs2BB9fX0iIyNZvXo13333HdWqVWP9+vUkJCSwdOlSwd5bmVq1anH//n3q16+PhYUFvXv3xsfHp1Rhjkwmo2rVqixYsIDGjRtjYmLC06dP31j1pKGhQbt27bCysiIzM1NlUE1dXZ3nz5/TqlUrKlWqVKpTj4ODA48ePeLHH39k+fLlpR7rfZFKpULG7siRI/n111//0fa//vorYWFhvH79WiWW4VOhGDA6ePDgpz4VERERkXdC+X/5fXiX/3QREZFPyz+JHnhXPDw8mDJlikpEx+dMeHg433zzDefOnaNMmTL8/vvvhISEsGvXLvr27YulpSVZWVmEhoYyceJE/vzzT3bv3s2ZM2do2bIlWVlZXL9+nY4dO6q09zU1NfH09MTc3BwbG5u3Opdx48bh6upKrVq1VNwtlFmzZg0xMTH89ttv2NjYEBUVhbq6uiBg9/T0pEaNGvTo0YNNmzbRoUMH7t27R5cuXcjPzyc5OVmoWN+9ezfr168nIiKCsmXLEhISQsOGDTExMcHIyIimTZsSHR3N8ePHAbCzs+Po0aMq51WtWjVycnIoV64cd+7cQUNDg+bNm3P16lUGDRpE9+7dUVNTUymE2Lx5M1u3buXatWtUqFBB2FerVq3Q0tIq1aUoMTGRHTt2cPToUfLz8zEzM3vbj1nkHfH19WXWrFmsW7cOIyMjodIcoE6dOsJ6mZmZJCYmCnEZDx8+JCMjAz09PaGIRIxY+PgkJyfj5eXF8+fPGTZsGJqamuzdu5fFixcTHh7+qU9P5AtHKpXSsGFDGjdu/N7b//zzz5w8eZI9e/awatUqlf6KQkigiIv5migqOI2PjxciMQsKCjAzMyMmJoa0tDRGjBhBWFgY69atKxaTOW3aNCIiIqhcuTL29va4urpSpkyZf/38nz9/jqmpKQsWLGD9+vWkpqbi7OyMmpoaN27cIDs7GyMjIwDs7e0JCAigZs2a7N+/n9mzZ6vsSy6Xs337dqpWrcrWrVsFt5Oi20OhYHTmzJlYWVnh4ODA4MGDgeIRoQp3sS8RfX19oSDi0KFDKq9VrVq12LImTZpw5swZ4C9xrXJ/v0aNGioRtApxirJwUPFb09fXL7Ho4nPBzs4Od3d3YUy/atWqxMbG4uDgQLVq1UrdzsDAgIoVKyKRSFBTU2PgwIFoa2uzfPlyXrx4gZubm8r6enp6JCcnC2J4HR0dmjZtyooVK0hLS8Pc3JxvvvmmmDAnJSUFY2NjoNBVc+bMmcLxy5UrR926dWnZsiXq6urUrVuXxMREwY3H1ta2xHMvqZ0ll8upVauWKMoRERH57BCFOSIiIiIiKlVIis78mDFjSlxPsY5iIKBy5crY2NhQtmxZGjVqxMaNGzExMaFx48YMHjyYVatW0b59e5X91KlTByMjI/T19cnIyMDc3FzIiYdCK9G9e/eSkZFBx44dSU5Opnnz5ty6dYsqVarw6tUrnjx5grm5OdOmTWPu3LlMmDCBuXPnEhoaytChQ4mIiMDf35+oqCiio6OF6ll3d3caNGjA0KFDmTx5crFrg78qrQYNGvTOlXLvMjjyLhO4Y8aMYdSoUZ/NQK5iwKhLly7k5eUJFTqTJ08mJCSEY8eOkZWVhYaGBt27d2f79u00a9aM4OBgXr58ydChQ0lPT0dHR4ctW7Z8FbbTIiIiXzelOSaIohwRkS8PU1NTwQXjn/A2zilfKtevX6dv376CsMXKygonJyecnJywsrLi0KFDWFlZYW9vj729PWZmZgwYMIDAwECqVq2Kuro61atX5+HDh8VcpoYPH87w4cNVjvemiZDS3C2U8fb2pnHjxgwYMIDly5cjlUpJTEwkMDCQSZMm8fDhQyIjI9HQ0GDTpk306dMHMzMz4Rje3t7cuXOHLVu2lFrRm5qaSmxsLBUrVsTLy4ukpCQKCgowMDAo1nZt3bo1ly5dwsrKCn19fcqXL49cLqdXr154eXlhamqKoaEhx44dE6JYgoKChIpmhWAHVCubFc8fPXpEjRo1kMlkNG/eHHd3d8aOHQsUVjqL/DsovssvX74kKCiIe/fu4erqSteuXYX7f15eHmlpaUChgMrIyIijR4+ioaFBXl4eGhoa3Llzh1evXlGuXDlkMhlaWlrk5uZ+ykv7T9GsWTNOnz6tsqxfv34qEUoi/y2ePn1KVFTUW7mmAcyZM4fBgwcLEenKSKVSLC0tiwlz3rbNoLy9QkCgEJH+VygqOM3NzcXe3h5AEDdqaWmhr69PVlZWqTGZly9fxtnZGSicwM/IyCjxM1Pm74o11q9fz9ChQ9+4j2rVqqGhoUG9evXIzs6mdu3aFBQUkJKSQo8ePVi4cCGVKlVSub9XrlwZdXV11NTUqFixIvfv30cul3P9+nXKly9Pp06dOHv2LK1atRLivIq2D5TjRFu3bs2tW7eA4hGhX7IwR6R0WrduTUJCAlKplCVLlhAUFMSTJ0/w8fFh/fr17N69G1dXVwoKCrC2tqZevXps3ryZ6OhoLC0tmTVrFsHBwULx59KlS2nTpg0rV66kU6dOlC9fnmvXrhEYGMjmzZsxMDBAIpEglUpp3bo11tbWPHr0iH379mFkZERubi4mJiaCKEhfX1+IElPEj4Hq97gk18z27duzZ88e4K82rmK9ktpZampqX23/TERE5MtG/GcSEREREXlnlAer/f39CQwMBODu3busXbuWiIgIQfmuzMaNGwXhT1pamlBdqKmpyYwZM2jbti1VqlTh2rVrLFy4kEePHhEdHU2tWrU4c+YMlStX5tSpU0ilUubPn4+5ublQCRMREUGvXr1ISEggLS0NqVTKihUrCAwMRCqV4u3tzcmTJz+ZrXt+fj4DBw7E2tqagQMHqgyqWFpakpqaysCBAwGsq78AAAAgAElEQVQoKCgQqgGKZukCmJiY4Obmxrx58z7+hZTCrFmzsLe3Z//+/UilUs6ePcvx48d5+fIlUFhBsX//fnR1dXn16hWnT5/mzp07PH78mODgYJydnYmKikIikQgdLgWfc4a4iIjI10VCQgJOTk5YWFiQk5ODj48PdnZ2ODo68uTJE6RSKc7Ozjg5OXH06FG2bNlCp06dsLCwEAaZLC0tgUKB5qhRo7C0tBTuiUlJSXTt2hUbG5v3duYRERH5cEilUqZMmcLcuXOxsLDAzs6OO3fukJKSIlSJSqVSQTSi3BYr6be+YcMGJBIJ7dq149ixY5/qst6L5s2bC+1smUyGTCYjOzub7OxsCgoKhOXPnz8nNTWVjIwMYbvt27cjlUq5cOFCMaH+u5CcnIy1tTUdOnTA3d0dTc3Sa80SExMF9xIfHx+ys7OBws9MOWpVeeKuKEUrepOSkoRrq1ixIgCurq7s2LGDHTt2CG14KJx08PPzo1y5chgaGnLmzBl++eUXYfuQkBA6duxIly5d2LZtG0OGDGHixIkEBgbSoUMHrK2tharf0ggMDMTJyQlbW1t2796Ns7MzKSkp2NnZYWdnx+HDh9+4vcj7s3r1aqytrenZsyfDhw9HV1cXiUSCra2tinusuro6P/30E507d8bW1pbRo0ejrq7OpEmTsLGxwc7OjjNnztCpUye2bNnCyJEjP+FViYj8d3n69KkQDaQo7oLiYxFyuRwfHx+OHTuGt7c3mzdvplu3bkI04u3btwkJCWHs2LGMHTuWkJAQBgwYgKOjI1euXKFWrVrY2NjQtWtX4f6kmPS2tbXl2rVrKtsXpeik9dvy4MEDwVXlS0AhOJVKpURHRzN79mxhol1HR4eUlBTy8vJISUlBW1u71JjM1q1bc/DgQaRSKZcuXfpbUc7boBAsvy1yuRy5XE63bt24c+cOw4cPp0uXLqipqdGhQwchNlTx2Wpra9O8eXMWL17M/v370dbWpnHjxjRs2JDDhw9jbW2Nl5dXse0BGjduzIULFwC4dOkS+vr6wLt/b742JBLJf6YPLpfLCQ8Pp0ePHvz++++cOHGCevXqsWjRIgwNDTl9+jTffPMNe/fuFbbJzMwUYqPCw8Px9/fn4cOH7N69m5iYGE6ePEnTpk3feNykpCTc3Nxo3rw55cqV48CBA8Jrurq62NraYm5uzpQpU95qfF5HRwdHR0esra2xtbVlzpw5ADRo0IB+/fpx/fr1Yu0sERERkc8V0TFHRERE5D/Av1XFm5KSQuvWrYHi9pOVKlWiUqVKQsfwn9KmTZtSLb+LLgMwNjbm0qVLREREEBwcTGRkZDEr8f79+zNjxgxcXV1xc3NTycb9ELx+/Zpvv/2W3NxcqlWrhoODg+Dao7DQP3fuHIaGhmzfvp1Zs2bx6NEjlX3Ur1+fzMxMXr58SVxcHNbW1iqdIuUsXeVq3U+NTCbD29ubhIQE7t69y6RJk9i0aRP5+fmUKVOGhw8fMmfOHPT09HB3d0dPT4+IiAj279/PrVu3ePjwIQkJCezduxdfX1/U1dXx8/MjJCSEw4cP8+zZMwICAt6pil1ERETkXdi/fz8BAQFERUWpWKivWrUKMzOzN9qoKw88QeHg39KlS+nYsSPTp0/Hz8+PdevW0aBBAwYOHEhqaqposSwiwrs5DiqjXL38rnFyDx484Ny5cyouKRMmTChxXeW2mIeHBzVr1mTTpk0MHDiQ6dOnM2DAADw9PcnKyuLbb7+la9eu73RdnxJnZ2f279+PtbU1lSpVYtq0aXTt2hW5XI6/vz8AEyZMwNramjZt2qCrqwtAQEAAQ4cOJTc3Fy0tLfbu3UulSpXe61xKcrcoipaWFgUFBTRv3rxE95KifaKizxXbQ+kVvcrb2NjYMGfOHAoKCpg6darKvoo6BOnr6wvfcYVDp4KFCxcKj62srIpdl8JJSPmxhYUFsbGxKusV/c4HBwezatUqZs6ciaOjY7H9irwfo0ePLjb54+fnp/JcEY3Ro0cPevToofJanz596NOnj8oyRdSGiIjIxyE2NpYxY8ZQsWJFrl69SkFBARKJhNGjR/N///d/2Nvb06pVK2rXrs3GjRt59uwZzs7ONGzYkJcvX2JlZUV4eDhSqRQ9PT2qVKlCw4YN8fDwwNLSki5duhASEkLVqlXZuXMnAC1atODUqVMEBwezc+dOevXqJUx6a2hoIJPJVLZPSUlROWdtbW3u378PFBYUKESkf4eurm6x/6i/IyQkBJlMVswd5kO6C5VGu3bt+OGHH/jll19QU1Njw4YNHDhwgDNnzlChQgVGjBiBqakpd+/epVmzZuzdu5cWLVrQtGlTXFxcSElJEQoq9PX1BTHK0qVLWb9+vSAY2LhxI/n5+Xh5eTFjxgyVezdA//79SU9Pp2zZsuzZs4cdO3aQkJCARCLh119/5fbt28ybN4/8/HymTZtGuXLl0NPTQ09PT3DwrlSpkuDcnZeXh4+PDwsWLGDs2LHcvHmTsWPHMnXqVCIjI9HU1KRv37706dOHJk2aUKNGDdauXYuOjg7u7u5kZmZiYGDA+vXri20Phe2yIUOG8Pr1a5ycnD6IEEnkw/CxXTaVXZJ0dHSEx/n5+YKrUrt27bhw4YLgRFlSbNStW7do06aNIG5XuDopUBZ6mZiYUFBQwNatW6lWrRpVqlShevXqKu3iSZMmFRPkKNrGyjFlytt4enri6empss22bduExy1atCjWzira3hYRERH5HBCFOSIiIiJfEQpxxI0bN6hQoQIvX76kQ4cO3Lt3jxUrVuDq6kp2djampqYsW7aMAQMGsGbNGnbu3Mnhw4fZt28fjo6OREREcPjwYZWOZbdu3Yodr7TB6qSkJJ4/f05WVhZVqlR5p2tRV1cv1fK7JHtKFxcXNmzYQEFBAdWrVy9xMD4/P59Fixbx+vVrLCwsPrgwJywsjA4dOuDn54e3tzc5OTmCa4/CQr9Ro0bFOj9F6datG0eOHCEqKgpvb+9Ss3SVq3U/NeHh4dSqVYudO3fi5+dHbm4uoaGh1K9fH3Nzc6GT1qZNGwIDA+nevTtmZmbMnj0bMzMzDh8+zKNHj3B3d2fx4sWsXLmSSpUqUVBQoDKAJSIiIvIxUAxg1atXj/j4eEJDQwULdTMzMwDhv7wkG/XS9le+fHkArl27xuDBg4HCQe20tDRRmCMi8p7IZDIVYc67xsmVJDwvbeC5aFvs4cOHJCcnC7/1o0ePsnTpUuRyuSAm/9JQV1dn3bp1KsscHBxUnjs7OwsREQoMDAw+iWNLq1atmDRpEsnJyRgbGyORSFBTU2PgwIFvJYzS1dXl8ePHuLi4sGbNGqGit0yZMoKlvzLq6uoYGxuTn5//ye3yS5rs2bVrF9HR0ZQrV+4fbyvy9VJ0Qv1dhYwi/w3i4+O5cOECw4YN+9Sn8q9w6NAh5s6di0Qi4datW0ydOpUtW7YwaNAgMjMzSU1NpVmzZmzYsAFNTU3Wr1+Ps7MzGRkZ5OXlcfz4capVq0ZBQQH379+nbdu2LF++nA0bNrB7925BePn8+XM6deqEtbU1N2/exNramuzsbPr06VPipPebMDY25t69e/To0YMaNWoIy5VFRm5ubqSmpqoUigFMmTKF2bNn4+7uDsCff/7J3r17VUQhilgaDw8P7t69S3p6Op6envj6+nLt2jXKly/P7NmzCQ0NfSthjkwmY+LEiW/1eSjfjxSuOJqamtSqVYsbN27Qo0cPZs+eLawXHBzMqVOnqFmzJjKZTBBLeXl5UaFCBQBatmyJubk54eHhzJ49W3AO8fb2VnHWKY2QkBAqVKggCKm8vb3ZtGkTUqkUmUzGyJEjiYqKQiaT0b17d06cOPFOwlxlEW7Dhg1LHC9UdjYpbXs9PT2VfUHJEaEi749cLlf5XXh5eQlitsePH3P06FHOnz/PokWLhHWPHDlCfHw8MpmMrVu30rBhQ1atWkVISAg2NjbExcUhlUqJi4tjwoQJ5OXl4eXlVUyU8jaUFg/VtGlTLly4gKOjI+fPn8fAwEB4raTYqKdPn3Lp0iXhdyeTyQSBYIMGDbhx44bKccV4VREREZHSEYU5IiIiIl8RCnFEcHAwMpkMOzs7+vTpg5mZGfPnz2fAgAEMHjwYLy8v4uLihGzi8+fPo6WlRUBAAK9fv0ZNTY0FCxaodCxLEubo6urSpEmTYoPVDRo0YOjQoSQlJREUFPTO16Ns+a2mpoahoSErVqwocZmVlRWurq5Mnz4dKFToK6zEFYPx2traLF++nBcvXghxBB+S5ORkYSKnbdu2ZGVlFXPtUVjKKnd+/vjjD5X9uLi4MHnyZO7fv4+RkREZGRklZul+ToPn169fx9zcHCjs7GlpaeHo6EjFihVVOmB6enpAoTVqaGgosbGxJCUl8ejRI2rUqMHmzZtVKrJMTEzeGDEgIiIi8m+gPGhVtWrVYoNKMTExJdqop6Wloa2t/cb9QeFA1ZIlS6hTpw4FBQXFXhcR+Zq5d+8erq6u5OXlYWxszJIlS1QcBytWrMj+/fvx8vKie/fuREREcO3aNUaMGMHQoUNJT09HR0eHLVu2sHXrVsFZz8bGRqV62cfHh+joaCZPnsypU6coU6YMW7duRUtLi2HDhpGTk0PLli0JCgpixowZpKWlcfHiRV68eEFKSgpnzpzhm2++oUmTJuTl5XH06FFsbW3Jy8ujS5cuzJgxg+TkZLp06YK+vj4ymYzQ0FBOnz7N48ePgcKooVOnTpGbm4uFhcUnfuf/G2hra6u46pTmXgKqE2DKLk1Hjx4VHr+poleBmpoagwYNep/TfmekUqkw2ePt7c38+fOFwopnz57x+++/4+DgwLp165BKpUJ/benSpbRp0wYTExOMjIxo1aoVLi4u+Pr6kpubi729PVOmTMHDwwNtbW0uXLiAvb0906dP5+rVqwwfPhwodHwZNWpUMZdQRWyGyOeJIq5HMaFeVJQjCrU+HyQSiSCWeB8ULo8lOWd5eHgwZcoUlYlZZUxNTd/auVYqlRIZGflFxcT4+voya9Ys1q1bpxIj5+3tzenTp/n1119Zvnw5Y8aMYfbs2Tg4OJCbm4uTkxPlypXDz88PqVTKqFGj+OWXX4iIiGDdunUMGzaMNm3aMH/+fAYNGkRsbCzXr19n06ZNFBQUcPr0adauXUtaWhqNGzcuNuld1MFN+f4FlCh+VRYZJSQkCBP8ikIxxf2sYcOGQqyTv79/sTaKXC6nV69enD9/Hj09PcaNG4ebmxu//fYbZcuWpVWrVvTu3ZsXL14gkUjYvXs34eHhbNy4kfT0dLZt20a7du1U7jFXr15lypQp6OjoCEWDNWvWxNDQUBDzKpySZ8+eTXp6OgCVKlXixo0bZGZmsmLFCsaNG8eBAweEQkLFfuDNLh6lOYc8efLkjRFPBQUFjB8/noSEBEFIpUxJTt9yuVzs3/1HOHDggIq7bnx8PPCX++6JEyfQ1tYW3Hah0G2xQoUKREZGsnr1ambOnElISAgxMTGcP3+euLg4AKZNm0ZERASVK1fG3t4eV1dXypQp897nHB8fz/Pnz7lz5w7W1tbUqVOHCRMmEBMTA6jGRmloaGBnZ8fUqVPp168f5ubmlC9fnlWrVuHu7o6npyempqaCY6YCZ2dnfvzxR+zs7IBCh8GiIn4RERGR/yqiMEdERETkK0JZHKEYSFOIGm7evClYOrZr146kpCQsLCw4ePAgL1++xMTEBD09PczNzd+qY5mbm0v58uVLHKxWuOi8K8pWlSVZfpe0TF1dndTUVJVlfn5+xQbjBwwY8F7n9iYaNWrE5cuX6dGjB5cuXaJly5bFXHsA3NzchM5Px44di+1HT0+P5ORkoQNTWqfoc6J58+acPXuWnj17smnTJlq3bk1OTg43b97k+++/R19fH11dXby8vIDC96B+/fr069cPKHxvgoKCcHBwUFm2detWcVBYRETkk1KlShUuXryoMqik7AanoaHBiBEjsLKyQl1dnRUrVvztPv+NiBcRkS+FmjVrcvz4cTQ1NXFzc2Px4sUqjoMymYz27duzd+9eunfvTmhoKNOnTyc4OBhnZ2cGDhzIypUrBcGysrNeREREsQrhmJgYzpw5g7q6OnK5nHHjxjFp0iTMzMyYMGECv/32GwCGhoa4uroydOhQzM3NSU5OZteuXfzxxx8sW7aMjh078urVK548ecLdu3dp0KCBMKjetWtXatasSb9+/XB2dhYmJHv27Im1tTUdOnSgatWqH+9NFvloTJs2jdu3b9O+fftPdg6vX7/m0KFD2NnZFavYX758OZGRkTx9+vRvo3EHDBhQLGYRiscxTpo0iVWrVtGiRQtkMhkJCQnFXEJXr179yd4PkZIpLa5n9+7d9OnTh+joaCQSieC4W1QEIPL58U8EVCUVWr0tCrHNgQMHMDU15cKFC/j7+xMcHMyDBw8IDw+nfv36mJiYUKNGDRITE+nVqxft27dny5YtLF++HA0NDYKCgmjZsiV9+/bl+fPn6OjosGvXrg/iCvE+VKtWjaCgIEE4rDzBrKamRmJiIlKplO3bt2Nqaoq5uTn/+9//uHr1KteuXePs2bO0bNmSSpUqMXbsWFavXk16ejr79u1j0aJFlClThpycHKpXr46mpia9evVizJgxdOvWjQYNGlCvXj10dHSKTXpLJBImT55MXFwc06ZNe6trURYZGRkZFSsUU+bx48eMGzeO3bt3FxO0ZGRk0LVrV6pVq8aLFy/IyckhKSmJypUrk5OTw7FjxxgwYAAvXrxgy5YtKvHrVlZW+Pv7ExERUSzyE2DNmjUMGDAAV1dXnJycSEtLw8DAQKU9p3Co6d+/PxUrVuTgwYPUqlWLJUuWcO7cOfbs2UNkZCQAtWrVEgq9FC4eCQkJQGHMl8J5ujTnELlcXuo28JeIQVlIpbyPkpy+P1dRzj8VXYoizb8nMTGRHTt2CO66ubm5gkNjvXr1ePr0Kdra2oLbLsC8efM4ceIEeXl5tGzZkszMTBo2bIiGhoaKCPLy5cuCmCUzM5OMjIx/FEumPLauLEDv3bs3APPnzy91/ZJio3x9ffH19VVZVnT8X9mZSXTiExERESkZUZgjIiIi8hWhEEdUqlSJBQsWcOXKFRwcHNixYweRkZGcPHmSVq1aoa2tjbe3N/v27WP58uVUq1aNAQMG4O7uzsKFCzlw4ABqamqUL18eNTU14uPjyc7OFqpaDAwMuH79+ltNPv6X6N37/9k794Ca7/+PP7ppESLMnQyZa26FlFOhVMLXfRIqLc1cZkYrFnPLZfPd18h1WXLZNCKXZJyaXEYq2RpSud8vza10Ov3+6Hc+O7fI5jbej384n/P5nPP+nM75XF7v5+v57MuAAQNwdXWlSpUqVK5cWce1JyAgQCeWqUePHoBm961qkkiFvpui1ykr18vLi+3bt+Po6Ii5uTm2trY4Ojri6Oiod/2AgABGjx7N0qVLKS4uZu7cuXqXCQQCwctGXwFL3wSBuj35iBEjGDFihMbzqmO0ulW4SjDwqiJeBILXgVu3bjFq1CgOHz5Mfn4+p06dIjQ0lD59+pCVlYW5uTldu3YlPj6eR48ecenSJaysrMjMzCQlJYXly5eTn58vuSE+zVnvs88+Y8SIEVhaWjJ79mwyMzOZOnUqBgYG3L9/H1tbW6Ckk7qgoAALCwu++OILmjRpgkwmo27dumRmZvLgwQMMDAwwNjbG3d2djIwMSXxQu3ZtZsyYwXfffQf89VufPn26zmSaiA94s5g5c+arHgLt2rUrtbFCRVmicfXFLIJuHOPNmzdp1qwZUNIcoZq0Lm3yV/B6UFpcjzYqx13Bq0E7nhyQIoYCAwPx8/PTEFDpiyyPjIwkPj5eilfdsWMHa9euRaFQ4O/vT2hoKPv378fU1JSffvpJeu9Hjx7pONOZmJhIz1+5coXDhw9z/Phxxo4dy7Fjx4iOjqZ3795UrFiRzMxMYmJi+Oabb/Dw8KCoqIiCggJu3rzJ559/jrOzM02bNqVOnTo4ODjQokULAAIDAyXX4OfpClFWli9fzk8//cT9+/eZMmUKa9asYcCAAfj5+VFcXCzFpFevXp3t27dTvXp1LCwsOHz4MMOHDyc9PZ0+ffpITshDhw4lLi6OX3/9VUOosWHDBoqKijhz5gxt27aV3DNUaE96W1tbk5iY+Ez7oi0y0m4UUx3XlUolfn5+LFq0iKpVqwJIsTRmZmbcuHGDtm3bcubMGVq1asW9e/dIT0/H0NAQc3NzmjVrxtWrV6lQoQKenp5cuXKFP/74g/bt23PixAnMzc2JiopCoVBgamoKlLg2hYaGsmrVKtq3b09UVBQtW7ZELpeTkpLC48ePuX37NuXLl6dp06bcu3cPpVKJmZkZPXv25M6dO3z11VecPHmSe/fuUatWLczNzcnPz6dRo0a0atWKgQMHEhsbS0pKCtHR0TRv3pyVK1eSnp7O/fv3dUQFKlxcXFiwYAFHjx7VcaeytrYmKytLQ0gFJU7h/fv3Z/bs2XpdvV8XnuSs5+bmRqdOnWjdujXHjx8nLCwMT09PjWPMypUrdY4LcXFxzJ07F3Nzcz799FMsLCw0ItRUsbJvA9qRTQkJCRq/W9W1mErgdOvWLeRyOb/88gsJCQlER0dTrVo1Lly4gFKp5MSJE9K2bdu2ZfPmzZITufrx+Fl5/PixhkOpq6urXrdD7fPDuXPnCAoKoqioiLFjx+Lt7c3IkSOxsLDg6NGjuLu7c+XKFQ4dOsRHH32Er68vI0eOpHz58pw8eRKZTMbMmTM5f/48I0eOpKCgAC8vL6ZMmcK3335LVFQUZmZmLFq0iPfff/+J5yCBQCB4UxDCHIFAIHiDUIkjxo0bx+XLl2ndujWjR49mzZo1/PLLL/j5+XH06FFsbGwwNTXl3LlztGvXjvHjx+Pk5EReXh42Njakp6djZ2dHXl4ep0+fZvjw4XTo0EEjCmvRokW0adPmVe/yK0M1qaLedWBqasr27dt11vXz82P16tUEBATofa2uXbu+ViKbv4OhoSGrV69+4jrqHexmZmZ6C8Hay/Q5CgkEAoFAIPj3sn79egYMGEBcXBwjRozg3LlzLFu2DAcHB2rVqsUff/wBlIjfpk+fLrlVWVtb4+Li8kRnPX0dys7Oznh4eDBnzhzi4uKwtrbG29tbEvQoFAoyMjK4desWS5YsoW7dujqd1KVto72eeuzE8+J5xZgI3lwMDQ2f2rFvZWX11GhcfTGLy5Yt0/ldVa9endOnT9O0aVOUSqU0aa3tEip4vSgtrkcbdbFjWWKJcnNzCQsLE6LD54S+ePJBgwYRFhZGjx498PPzA3hiZDmUuIhs2LCB0aNHa0z0pqamkp2dTXJysk5kjz5nuqFDh0rPN27cmHfeeYfatWvz/vvvY2hoyNmzZ6lcuTJyuZy6devy8OFDoOSYoxLmnDlzhgcPHtC8eXNWrFiBr68vCoWCH3/8EU9PT/744w/i4uJISEj4W64Q/5QJEyYwYcIE6bHKZTkvL49GjRoxZ84cWrduTUJCAubm5rRr1w4nJyccHBx4+PAho0aNYuTIkezZs0cSatjZ2ekINUaNGkWXLl3o1q3bC9sXbZFRVlaWRqOYyskjOTmZ5ORkab8XL15MQEAAvXv3pmvXrlhaWkpOGL///jumpqbY2NhIjoZ//vmnFLlVrVo1vvvuOwIDA4mJiUEmk7Fr1y7MzMwYO3aszhgrVqxI5cqVWb9+PR4eHhgbGzNu3DgOHTrEihUr6N69OzKZjHXr1uHh4UHVqlX58ssvJRFPdHQ0X375JevXr+err75i7dq10jXSkCFDWLt2reT8tmDBAoYNG8aJEyck50T1Gp66u4cqxkcdleBUX71u/fr10v+bNWum4+r9OlGas56bmxs3btwgNDQUS0tLevbsiaenJ/DXMeZ///ufznFhx44d/PDDDzRs2JDi4mKmTZsmCT+1jytvOvoim55ElSpVMDc3x9nZmdatWwNgbGzMiBEj6NKlC507d5bEKDNmzMDLywulUknVqlWJiYn52+PcunWrhkPpvXv3dNwOAwMDdc4P06ZNIzo6mjp16tC1a1fp+NitWzcWL16MtbU1GzduZNGiRTg7O0uiLHt7e5YuXYqnpyeXLl0iPDycGTNm4ODggKurK8OHDyc2Npb9+/djZmZGcXExS5YseeI5SCAQCN4URGVHIBAI3iBU4gi5XM7OnTuZP38+p06dYt++fUyaNIkHDx5Qvnx5+vfvL8Veqd8oDx8+nIoVKwIl1vujR48mLCwMJycnNmzYoBOFJUQTZaNmzZo6kVoCwZPIzc3ViDP7u7wJoi+BQCAQvFk4OzvzwQcfMG3aNAoLCzEyMsLCwoIbN27QpEkTGjRoAMDAgQNp3bo1mZmZgH63PW3Uu5dV9O3bV5oo/PHHH3F2diYgIIC8vDwMDQ1ZuXIlUBJFcODAAY0JGxWff/653m20+TuxE68jIrrg34ehoeETO/bLEo2rL2ZRH3PmzGH06NEYGBjQr18/xo8fr9clVPB68aS4HnXEb//Voi+evGXLlpiYmGj8bZ4UWa7aBv6KUtH3+tqiO33OdOqo1i8uLubo0aM4OzuTlZVF/fr16dOnD1evXuXTTz/Fzc2NnTt38ujRIx4+fMiRI0eIioqisLCQ7t274+DggJubGx9++CHdunXjnXfeYfDgwWzcuBFLS0vu37/PjRs38PPz4969e7z//vssXbr0+XzAz0DlypVJSkqSHj8tJv1pQo3AwEACAwNfwEj/QltkBLrjVjVDXb9+XWO5jY2NNOaCggIGDBjA48ePqVKlCg8ePKBp06ZkZGRQsWJF7OzsKCws5ObNmxw/fpygoCBMTExwdHTkxIkThIeHa4he1GnatCm///47Dg4OWFpaSuKXevXqkZWVxciRI4mPj6dq1aoolUrp+a/UEQQAACAASURBVGrVqjFw4ED69OmDra0tPj4+FBYWMmHCBOl8p8/5Tds5UeUS9zbxJGc9S0tL6tevD5RENKtQHWP0HRdCQ0OZNWsWCoWCkJAQHeGnyo3ybcDAwEAnskkVP6V+T6H6HhsaGhIXF6fzOv7+/gQGBnLkyBHWrFkDgK2tLT///PNzGWd2djZt27YFSv62eXl5Om6H+s4Pd+7coWHDhkCJ4FJ13FCdY2rVqiWdo9TPKar3atWqFTk5OZw9e1aK82rbti05OTnMmDGDMWPGUK5cOb788sunnoMEAoHgTUEIcwQCgeANRdXdkp6ejpWVFYWFhaxfv56QkBCp83f79u2SMEe7q0G7A7hRo0akpKTQokULjh07hr+//8vbmdcEbetPZ2dnXFxcKCwslPLRL1y4gK+vL1WrViUnJ4fY2FgUCgWhoaGS5ev8+fM1rGMFrw/a1uGOjo7s3r2b/Px8IiIiaNu2Ldu2bWPGjBm0b9+e33//nQMHDpCVlUVQUBAFBQX06NGD0NDQfzSO3Nxc9u3b94+FOQKBQCAQvG60bdsWf39/LC0tGTlyJMOGDcPLy4vs7GyCg4OlSavmzZujUCik7fS57WmLxNUnxVTC1Pj4eJ0xbNmyReOx+uSRvvi56tWrl2mbhg0blil2YvLkyYwYMYLLly8zZcoUUlNTGTFiBEFBQYwfP5779+8zadIkKUZv6tSpHDhwAF9f3zIJHg4ePKgRKZCWlkZaWhqVKlUiOjqa1NRUyQVDNXaZTMaoUaOwtLTE3d0da2trPvvsM8qVK0dgYCCDBg0iKCiIU6dOSX+LKlWqPHUsAv3oc998FtLS0khJSZFibQDc3d11JoLVHSufFo2rL2ZR3++hWbNmOt/zkJAQ0YjwmlNaXM+KFSueuu2gQYO4du0apqambN68mUqVKjF9+nT2798vTb4Beu91O3fuTPv27Tlw4ADz5s0T979PQRVP7unpiVKpBPS7walEOvrqNH/88YdOPUf99UurA+lzptPHzz//TIUKFdi3bx/Dhg3j4MGDWFpaUq1aNQCio6OJjo7mq6++ombNmkybNo1y5cqRnJzMnDlzyMzM5NixY1SuXJkaNWrg7e3NjBkzaNOmDZaWljRp0oTJkycTHBxM586dmTJlCocOHRIRay8RbTfoTZs2kZ2dzffff09gYCCdOnVi7969bNu2TRKN9ezZkx9//BFvb2+Cg4MBcHJykuKxKleuTOPGjSlXrhyrV6+mcePGyOVy5s6dy/z58/nhhx8wMjIiOTmZjz76iLCwMEJCQmjSpAlQ0nS0bt065HI5jRs35tNPP2XhwoWSKEdV59R2fisoKNBwTtQWVL0NPMlZ7/bt21y8eJGqVatquD6qjjH6jgvz5s1jxowZJCQkEBwcTFRUlCT89PPzk64lnua6tmbNmrcq9upJ/O9//2Pr1q08fvyYtWvXPvfXt7KyIj09HXd3d1JTU3n//fd13A5/++03nfODhYUFubm51KlTh+zsbGrUqAFonpf0naPS09Np3rw5J0+e5KOPPpLOVY6OjqSmpvLxxx9TtWpVIiMjWb9+PZGRkWU+BwkEAsG/HSHMEQgEgjcUExMT3NzcyM/PZ+3atfTr149jx46hVCq5cuUKI0eOpEGDBtjb20vZsWlpaXrtW6GkS/mDDz5g5cqV5Ofnc//+/Ze8R68ebetPY2Nj4uLiMDMzIzQ0lH379tGkSRPu3LnD3r172bBhAzExMfTp0wcoEX0sXLhQxzpW8PqgbR2en59PcHAwWVlZfPHFF0RHRxMeHk5SUhJ3796VJkJCQkJYvXq1ZJl88eJF6tat+7fHsWLFCpKTkzl06BAtWrR46mTayJEjGTVqFBcuXKB+/frUr1+fsLAw7t27h4+PD+np6axduxYbG5vn8CkJ1BHFJIFAIHh2nJ2d8fHxYevWrQBYWFhw8OBBXF1d3wqxR5cuXUhOTubKlSvUqlWLe/fuce3aNaZPn860adM4ePAg0dHRDBs2DCiJEwgPD8fBwYGRI0dSrly5J77+zp07pUiBo0ePkpycTFJSEuvWrSMiIqJU18vr16+zd+9ejIyMcHBwIDY2lmrVqqFUKomLi6N+/fosW7aMXbt2ERERIU28Cf45z+pSZGNjI67rBM9EaXE98JdAS13IpU5kZCTly5dn1apVbNq0CU9PT3799Vd++eUX1q9fz549e0q917116xbTp0+nsLCQsWPHivvfp6CKJ3d0dMTc3Pyp66vXaVq3bk2nTp2kSEh92NjY6NSB1F9L25nOzs4OmUwm3fcC3L59W3Iyefz4MXl5eaSmpqJQKBg+fDgJCQksXryY06dPs3XrVkJCQihXrhwTJ07kypUrdO3aFQcHB+7cucO0adOIiYnB1NSUhQsXSu+RmZnJ1KlTMTAw4P79+2+VA8frSN++fRkwYIDOddq5c+fw8/NDoVDQqFEjatSogYeHB3379sXf318jHqt69ep6X1u9dhkTE8OjR4+YPXu2JN5SCXO00fdd1uf81r9/fw3nxLeV0pz1qlWrRlhYGGlpaXrdHvUdF+7fv88HH3zAuXPnGDhwoI7ws6y8TrWUyMhIrl69SlFRkV6hcVmjZUeOHEloaChZWVkUFRXh4eFRpvefOHEiEydO/FtjLwvav+HKlSvrdTvU/k3NnDmTDz74gKKiIj766CMpZutpJCYmsnTpUrp160bdunWZMmUKI0aM4PHjx/Tu3Zs6deowYsQIcnJyKCgo4LvvvsPKykrvOUggEAjeNIQwRyAQCN5QbGxsNLoSjh8/rrOOus0/lFyo16lTR7I2Bc1u4J07d+ose5vQtv588OABfn5+XLp0iWvXrtGkSROaNGlC8+bNMTQ0pE6dOpKVNFCqdazg9UHbOjwqKoro6GgMDQ2lLhAjIyMqVKhAhQoVpK5AfZbJ/0SYExAQQKNGjejTpw8RERFPnUw7cuQIpqam7N27l/DwcB49egTA1atXOXLkCCkpKUKY84J4nYpJAoFA8G+hbdu2ZGRkaCxzdXV9RaN5ecjlcr7++msePXpEWloazs7OFBQUYGdnx59//klhYSG+vr7k5eVhbGzMjRs3gJLPy8jIiAYNGnD9+vWnXmOoRwo0adJEso7v0KEDiYmJdOrUSVq3uLhYusZp06aNRoyB6jrH0NCQzMxMNm7cSHx8PAqF4rk7F6i6qvPy8nQiAd4UtN03XV1dcXJyklyKrl27puHU+N577zF69Gg2bdqEvb09kydPpnXr1ixcuJBBgwZJQu02bdrQpk0bDSF2aGgoSUlJtGnThnv37mk43wgEz0JRURGTJ08mIyODP//8k379+nHu3Dlat24NlNwX79mzp9R73erVq0sd9uqRSgL9qOLJ9aESTqkLqCwsLKQ6jQp1Jy59tRvtOpD68UHbmU4f1tbW+Pj4MGnSJAASEhJITExELpfTokULWrRogUwmIzQ0FEtLSxo1akTNmjX55ptv8Pf3l1x9DA0NcXV1pV27dsyfP18SKCqVSqytrfH29pbidNQd9AQvH20HHfjre/bLL79oLNcWAWo7ual/37RFXyr01S9V3031bbS/yxYWFjrOb/qcE98m1D8vbWc9pVJJbm4upqamVK9end9++41FixaRn59PRkYGbdu2pVevXlJMnq+vL3Z2dixbtozVq1fj4+PDtm3b6NChA76+vigUCgYPHkxYWJjO31XbeW3jxo1kZGQgk8n43//+x7lz5165u3jNmjX/tpOhNq+bCFXfbxh0o+60f1Nt27bl4MGDGsv0uSmCpgvjp59+SuPGjaXHDRo00BH/6nMGKss5SCAQCP7tiOBggUAgeMORy+X06dOH3r17Y29vT1xcnBSzs2zZMjp16oSTkxOnTp0CYOPGjXTv3l2Kqjp//jzOzs7Y29sTHh6u8doHDx7Ezs4OZ2dnKQN33LhxODo64unpSV5eHrm5uTg7OzNgwADat2/PxYsXX+LeP19U1p8AqampFBQU0LRpUxITE+nfv78ksinNNlplHfvzzz8jl8tJT0/Xa/kpeHWorMOhpEixdOlS5HI5K1eulP6WSqWShw8fcvnyZW7evCltt2HDBuRyOSkpKXTs2PG5jEc9h1lVDNH3/crJyZGK4+rim8aNG/POO+9Qp06dN6oQrlAoGDp0KI6OjgwdOpS9e/fSu3dvevXqhbOzM7dv3yY3NxcnJyf69OlDp06dyMnJASA8PBx7e3ucnZ05f/48UDIR6ePjQ5s2bUhLSwNg1apVODg44ODgIBUGtddbsWKFVEzSnmAWCAQCgaA09uzZQ6VKlbh58ybt27enXLly9OvXDwsLCyIjI/n000+5c+cOderUAUrs4IuKijh37pw0wf0kqlSpwtKlSwkPD+fQoUOkpKQAcOzYMd577z0qV67MlStXADTOX+qOLQYGBty6dQtAmiT18fFBLpdz4MAB5syZ89w+D3XeVFEO/OW+uXv3bipWrAiUiBc2bdqEr68v48ePJzExkejoaBYuXEilSpXIy8ujoKAAS0tLDh48yMGDByURuYqrV6+yYsUKli5dytq1a7ly5QrHjx8nKSmJrl27vopdFbxBpKWl8eDBA5KSkvjoo48oLi6mQYMG0rEjNTUVKP1et7R7Y8G/Fy8vL6nO4+zsLDWFqE/KqhMQEMDGjRtxcHDA1NSUTp06ceXKFZYsWcL48eOpXr06/fv3p0uXLjg5OXHmzBk+//xzZs2ahbOzM927d+fChQsvcxcFgreC2NhYTExMSExMZMeOHTrXISr69etHcnIykZGRPH78WFoeEBDA5MmTiY6Ofup7RUZGkpiYyKBBg9i0aRMBAQG0atVKEvSpHNfkcjkLFix4IfurzePHj+nTpw9ubm6SgMvb25vHjx/j6emJk5MTgwYNktafOnUqnTp1kiIgs7Ky6NmzJ926ddOJ64qMjGTVqlUAzJw5E5lMhrOzM7m5ucyePVsSkG3bto0FCxbw6NEjhg4dirOzM7a2tiLGSSAQCN5ghGOOQCAQvIHo6zrZvn07s2fPljKDr1+/zo8//khycjJGRkZSfnmLFi1YtWoVPXv25O7du4SHhzNjxgwcHBxwdXWVXEFA0ya/uLiYo0ePSkU7lbvH4MGDdaKdxo8f/9Ss4dcRbevPR48esW3btqda7KoozTpW8PqgbR1ua2uLo6Mjjo6O0jqfffYZjo6O2NjY8O677wLotUwui/V4aZiYmFBUVESjRo3Ys2cPUPpkWuvWrbGysiIxMRGAEydOSK/zphbCt2zZQvPmzdmwYQOzZs3i1q1b5Ofnk5CQwKZNm1ixYgVDhgzh6tWrJCQkkJKSQnh4OGFhYezbt4/k5GQOHDjA3LlzWbZsmY6zUN26ddm2bRtJSUncuXMHX19ftm7dqrPe119/zffff1+q7b9AIBAIBNq0bNkSgHfffRdjY2Pi4+P5448/MDAwoGPHjoSEhHD79m0yMzOJiYkBSqIXJkyYwKhRo54aYwXoRAokJSXh4OBAxYoVWb9+PZUqVeLy5cu4u7tjaWmp9zXmzp1L7969MTU1JTAwkEGDBjFu3DicnZ2Bko54Ly+v5/Sp/EXXrl05cOAAycnJfPbZZ5QrV056/6CgIE6dOoWZmRnr1q0jPT2dr7/+GqVSye3bt4mPj+fEiRNMnDiRChUq4O3tja+vLzNnzmTfvn0YGhqyZs0aGjZs+NzHXRa03TdB06VIn1Njo0aN+PHHH3F3d+fw4cMcPHiQyZMnc+7cOel1tYXY586dk75nNjY2Ou4BAsGz0KJFCw4fPoybmxv16tWjTp061KpVi/bt2+Pg4ECbNm0Aca/7NmFgYKAjolSdD9TdJlTOB/pcfYKDgzXiEIOCgggKCtJYZ8uWLc9z2AKBQIvTp0+zbNkyoHTHaNB1btTHk2pP+pzX1CnNce1FNzKqBNMhISEEBARIy8+fP0+1atWIi4vT2BftaFl9kfaAVF+HkprdpUuXkMvlZGZmMnfuXCZNmsT8+fPp1asXq1atokuXLqxatQovLy+GDh3Ke++9x+bNm3n06NE/cmdOS0tDqVRKzX4vC+HSKBAIBE9GCHMEAoHgLUBVmFV3zcjJyaFdu3ZSIVjVIatat3bt2uTl5Wk4drRt21ZynQBNm/yPP/6Y7OxsHat8oNRop2dBZWus/f+XiT7rT5X7kDr6LHZVy7StY6H0zjLBy+dJ1uEq3N3d8fLy4tKlS9LNe+PGjZ/rpEfLli0JDg4mOzubatWqPXUyzc7OjoiICFxcXKhduzbNmjV7bmN5HdF2EkpJSZEmumxsbEhISACgVatWGBsbY2NjQ1ZWFrm5uZKzUIcOHZgxYwagO6GVnZ1Neno6Tk5OGu/7pjoQCQQCgeDloZpkGD16NHl5eSgUCikOpLCwkF9//ZW4uDjmzp0L8LfEn9oxEoMHD9ZZR991i7p9vL29vY51/ct0s5k6dSqxsbFUq1YNpVJJXFwc9evXZ9myZezatYuIiAgpTkvVgPDzzz9z9OhRjcYBfRMiy5cvf2n7oY7KfdPd3Z3U1FQ6deqkcU+zdOlSUlNTOXv2LKNHjwagS5cuLFy4kKioKFJTU/njjz+wsrLSEOZoT4Y1aNCA33//HdAUbAsEz0ppMTOA3gabp93rCjG7QCAQvD6oHKM9PT0lx2jt6xAocW60tbXVcW40MTGhoKAAgMqVK0tOahkZGRq1FHXntZUrV3Lp0iXgr+sXleNafHw8RkZGFBYWvhR3cX2C6UePHjF69Ghyc3Np2rQp/v7+HDhwgBMnTvD111/j6elJgwYN8Pb2ZteuXSQlJWFqaoqFhQVOTk4olUpWrFjBnTt3OHDgAIWFhRQWFuLo6EhGRgZubm40bdqUmJgYvvrqK9LS0sjLy+P06dPUrFmTOXPmcO7cOaZNm8Y777xDixYtmDJlCoWFhfj7+zNixIgy18PT0tJQKBQvXZgjEAgEgicjoqwEAoHgLUBf50KjRo1ITU2VlPyqf7XXbdSokWR/n5qaqtFhqm6T/8UXX2isq3L3KO39oeTmTj16RtveUxVFM2DAACIjI5HJZHz22Wf4+PjQp08f7ty5A5RMPqjeVyB40WzevJlu3brRp08fnTzm50XlypVJSkpi06ZNfPvtt/zyyy/s3LkTCwsLDA0N2bVrFzt37iQqKkrqSly5ciU///wzLVu2pFGjRsBfhfCGDRu+UV0r+o41qpi59PR06dhz8uRJioqKpGUNGzaU1nvSMcrKyoqOHTsil8uRy+WS0EffsexFFIxkMhkKheKZtsnNzcXb2/u5j0UgELxeyOVyvaJgddSPBx9//PFzff/SJmj/DsXFxXh4eODo6MiDBw+wt7dn4MCBREZGvjXXdZUqVdKIA9m1axctW7YkOTlZr5jmbaNatWpAiXA6MzOTjRs3IpPJmD17Nrdv3wZ0GxCCgoL44YcfGD58OEePHiUzMxO5XI5MJmPMmDH8+eefr2x/+vbty8GDB3F1ddUr8FU5NX733XfSMnt7e8kBp0OHDlSpUuWp71OrVi1sbGxwcHBg7969mJiYPNf9EAgEuqiu3y9evEiHDh2e+/lXIBAInjdeXl5cuXIFR0dHPD099V6HQIlzY5cuXfDx8dFwbuzUqRPr1q3j448/xsXFhd27d+t1U7S2tiYrKws3Nzd+/fVXaXm9evXo378/p0+flhzXnJycNMTlLxKVYBr+imU0NTUlLi6Os2fPYmtry6pVq2jVqhWtW7emqKgIpVLJb7/9RuXKlXF3d8fX15eRI0eSkpLCrVu36Ny5M4GBgdja2jJ58mS+//57CgoKqFq1KhUqVODMmTMsXrwYhUKBjY0Nzs7OODg40KtXLy5evEi1atWoUaMG8+fP58KFC/Tq1YsJEyZgYmJCWFgY3t7eGrFXgwcPprCwkLS0NLp160anTp2kuNkVK1awYMEChg0b9lI+T4FAIBCUDeGYIxAIBK8ZfzfiKTc3l9DQUI1O1927d0s3F9qo53ibmZkRERGhd70pU6YwYsQIHj9+TO/evalTp470nLZNvq2tLWvXrtVw93iSq4R69My3336r080aHBzM9evX2bt3L0ZGRnz//ff069ePzp07s27dOmJiYvD19SU9PZ3Fixc/0+d19+5d9u3bx3/+859n2k5lry94exkyZAhDhgx51cPQwc/Pj5ycHCpVqsTmzZtf9XBeKP369cPb2xtHR0dq1aqFnZ0dJiYmuLm5kZ+fT0xMDPfu3aNGjRr07duXGzduEB0dTc2aNXFycqJLly6UK1eOtWvX6n396tWrS5PFRkZGODs7M23aNL3rqopJs2fP/tc5Fb0q9zGBQPDyeJkOJ8/KlStXqFixIjt27ODgwYM4ODgwb968Vz2sF4q6+4RKWDtq1Cid9ZKSkl7iqF5PDAwMuHXrFpaWliiVSqytrfHx8dFwF0pOTtYRzaoaBy5fvoyfnx/z5s2jZ8+e0m+hsLDwlewP6HffVI99Wblypc42VlZWUjPC6NGjpQ529e+SPiF2WFgYxsbGbNq0iezs7Oe8JwKBoDSSkpLw9/cnMDDwieu9DdfhEyZMYNGiRfzyyy/Ur1+fRo0asXv3boqKivDw8Hhu7yOTydi7dy/Gxn9Nc6jeW+UQLRAIdCmLYzTA/PnzNX5f6k1fv/zyi/T/5ORknW3Vr1Vyc3PJzs6WYlHXr18vrdesWTMdx7WyoK8WXlb69u3LgAEDcHV1lYTPBQUF9OnTh6NHj5Kfn4+1tTVdunQhOTmZe/fuMXv2bGQyGW3btqVnz54MHTqUmzdvcujQIZo0aSJ9TidPnmTPnj3UrFmTgoICDhw4IP0/JiaGefPm8fHHH1O7dm327duHmZkZCoUCQ0NDHjx4QJ06dWjVqhVZWVksXryYtLQ0qlatyoIFCzRir5YtW8bmzZvp27cvcrkcAwMDnJycmDhxIgEBASgUCvz9/Z/5sxEIBALBi0MIcwQCgeANxs3NDTc3N+mxeuEXdHO8w8LCpP+r32hpW06r1mvZsiUPHjwgJCSENWvWAPDtt98SGRmJj48PhoaGWFhY6I12AjSiZ4KDgzExMZGer1WrFgBt2rTRKKao7EX79u3LsGHDaNKkCY6OjmX7QNS4e/cuP/300zMLcwSC15XSRCZvIiYmJmzatEl6LJfLsbGx0RA03rt3j7p16+oUaIKDgwkODtZYpm9Ca9SoUTqTpfrWUy8m/V2USiUBAQGcOXOG8uXLAzBt2jT27t1LYGAg7733HqGhofz+++8UFRUxa9Yszpw5w6ZNm1AoFDRv3py1a9eSlpZG586dyc7OZunSpVIH17Vr16hevTrr1q0jOjqaXbt2cf/+fWbPno2Njc0/Hr9AIHi5qBwHCwoK2Lx5M0uWLGHfvn0YGhpK12MqVILirKwsgoKCKCgooEePHkyePBlPT0/JEUzV5RofH8/8+fNRKBRMnz4dNzc3VqxYwZo1a/6xW45CoWD48OFcunSJOnXqYGRkxP79+/H39+ePP/7gwoULGBsbY2xsTNeuXXF2dtY4Nu7atYsjR45o2LnrE7UINFGJ/vPy8koVaumb1HzVzJ07l969e2NqakpgYCCDBg1i3Lhx0mTOhAkTqFSpks522o0Dbdq0oWbNmshkMgwMDBg6dKgURfomExISwqFDhzAyMuKHH3541cMRCP6VTJ48mREjRnD58mWmTJlCamoqI0aMICgoSO+5KD8/n5kzZ1JcXIxCoaBChQqsXbuW+/fvM2fOHHr27MnIkSMxNzfn9OnTxMfHExQUxKlTpzAzM2PdunVlcsX6t6BqnpLL5XTt2pVGjRpp1KdexnsLBILXh9zcXPbt2yddy70qVMJIfYJplSh87969DBs2DC8vL06ePIlcLuejjz7C29ub999/n8jISIKCghg0aBAPHjwgLCyMrl27SnWiI0eOkJaWRkFBATY2NgwbNozQ0FA6duzI7du38ff359y5c8THx+Pj44O9vT1Tp07l3XffpWbNmtjZ2QEldfPNmzfj4eHBjh07qFChApmZmaSkpLB8+XLy8/MZOnQoOTk5TJo0iYcPH3Lq1CmuX7/+sj/Wl87bIHAVCARvJq9P1UUgEAgEEhkZGfTu3Zvbt28THx/P6NGjpUmMqKgoDhw4wKJFi1AoFNKkjIrCwkJGjBjBhx9+SE5ODgqFgu7du+Pr60vVqlXJyckhNjaW/Px8fHx8MDU1pUePHnz++efPPM6aNWtKUT5r1qzB19cXKBH1eHt7P/UCWT16ZsSIEdy8eVOjm/XSpUs6r6F6bG5uTqVKlfjvf/8r2XQ+jYMHDzJx4kQqVKjAH3/8QVFRETKZjB9//JHY2FhJ2PDf//6Xdu3a0aZNG5o3b87p06eJiIigY8eOFBUVMXbsWA4cOMC8efNwc3MjLi5OZxKrc+fOtG/fXmM9gUAg0EdsbCw1atRg1apVKJVKnJ2dGTRoEGFhYfTo0YOZM2eSmZlJbm4uO3fuJCQkBAcHB1q2bMmoUaO4ePEihoaGXL9+ndatWzN37ly6devGkiVLdDqpACwsLDSETQKB4N9FWRwHtQkJCWH16tXUq1ePoUOHcuPGDapXr8758+dRKpXUq1cPIyMjFi5cyL59+1AqlfTq1Yvu3buzevVqkpOT+fXXXzl8+PDfHveWLVto3rw5GzZsYNasWVK8zqpVqzQcI1UCcO1jI8D06dPZtm0bFStWpEePHgwbNkzDUl9QOi/bPSkyMrLULt2rV6+yevVqjUhQbQG/vb09Bw8e1NhO3z5oOxABOhEIISEhLyx+9HUlPDz8lb3333UmFQheN1QuCVeuXKFWrVrcu3ePa9eu6T0XAbzzzjtMnTpVOvY9fPiQUaNGkZeXx8CBA+nZsydQcnxbsmQJ27dvp379+ixbtoxdu3YRERGh9xz+b0G72eDRo0fs2bOHyMhItmzZQvfu3WnVqhUKhYIaNWrwhqp5SgAAIABJREFU1VdfASUT2I8ePSpTXcXZ2Zn//Oc/PHjwgOrVq0vCQ/WmBj8/P0lwOmvWLHJzc7l48SL169fXETALBIIno92oWRraAnwXFxcA/P39CQsLQyaTsWLFCpKTkzl06BCrV6/WqVNnZWVJv1uVwEUmk+Hr60u1atU4c+YM06ZNIyIigocPHxIfHw/ApUuX6NOnD9euXWPDhg1YWVmxatUqvTXeVq1a0bJlS6ZOnap3P5ydnfHx8WHr1q1ASe0kOTkZV1dXzM3NMTExwc7OjoiICFxcXKhdu7Ze52RPT08cHR2xtbXF3NwcAwMDzMzMqFChAgYGBpiammJmZiaJMu/evUvbtm2JjIyUnJ/v3bvHV199hZeXF2lpaXh7e7Nlyxasra1xcXGhf//+QEn9/JNPPmHKlCnIZDK6du1KcXExJiYmFBQUlPlv/TpSUFDAwIEDefz4MRYWFri5ubF27VosLS1xd3fn2rVr7N69m/z8fCIiImjRooV0rs3Ozmb27Nm4ubnh5+fHvXv3eP/991m6dOkr3iuBQPC2IySFAoFA8Jqyfft23N3diYmJoXnz5iQlJdGiRQtiYmKAkkmZXbt28eGHH7JixQqg5GJ85MiRBAQE0K1bN43Xu3PnDj/88AOffPIJMTExyOVyAgIC2L9/f5mLP3K5nN69e9OrVy+cnZ05fvw43t7ebNu2jYyMDGQyGeHh4aSlpeHi4kJUVNQTX08VPbN06VLGjh0rdbM6OTnpZBrrY8iQIeTk5JQ5Pmbnzp2Eh4ezb98+kpOT6dGjh2T1uW3bNpKSkoiNjWXmzJkAXLhwgZUrV7Jt2zZmzJgBlHRPTJ8+nR07drB8+XKUSqU0iSWXy1mwYIHe9QQCwYtDJpPpxP81bNjwb9kZvwpOnz5Nly5dgL/Ehy1btsTU1FR6nJ+fj5eXF1999RUXL16kSZMmjBgxgk2bNrFp0yaUSiUKhYIjR46wdetWHj58SGZmJosXL0Ymk7F27Vqpa0rlPCYQCP6dqDsOfvfdd8jlcmQyGWPGjOHPP//Uu82pU6cYPnw4MpmMzMxMLl26RP/+/YmJiSEmJob+/ftz8+ZNMjMz6d69Oz179uTKlSvcuHGDBg0aYGxs/I+PHWfPnqVdu3YAdOjQAYVC8cT19R0b09PT8fLywsnJiatXr3Ljxo1/NKa3ia5duwIl58zg4GA6duyoE1+wfv16xo8f/8LHoi7uF7x5qJxJBYJ/OyqB4NmzZxk2bBixsbG8++67ZT4XxcfHI5PJ8PLy4sKFC9Jy1fk0MzOTjRs3IpPJmD17Nrdv334p+/WiUAlqExMT2bFjB1By/h45ciSLFi1i0aJF0rpeXl7I5XKGDBlCaGhomesq58+fp1q1auzfv1+j0WDQoEEcOHBAr4tskyZN2Lt3L6ampv9IYBwZGanhLC0QCP5CJcBX1a5v3bqls05AQADDhw/n559/BnTr1KVx584dNm7cyOTJk1m7di179uzB3d1dEuZcvXqVmJgY/vvf/xIeHs7Nmzf11ngvXrzI8uXLSxXlQMl9VkZGBlu3bmXr1q24urry008/ER8fT40aNWjUqBFQEj/6888/07JlS2mZymEZSpoJjh49yrfffsuSJUuk5WPGjJFE6wYGBsyaNQtvb28GDRpEVlYWdnZ2kjCoe/fuzJkzh7CwMGxsbPjxxx+lz3HLli24uLhItXkPDw/Gjh3LoEGDpKaFTp06sW7dOj7++OOn/PVeX7Zu3UqXLl3YvXu35Ch3/fp1Nm3ahK+vL+PHjycxMZHo6GgWLlxIuXLlkMvlREVFYW1tTf/+/Zk3bx7BwcHs37+fihUrcujQoVe8VwKB4G1HOOYIBALBa0jLli0BqFOnDrm5uXTo0AEomcRISUnh3Xff1ZiUUcUQJCUl4erqqjdqoHnz5hgaGlKnTh2ysrIYNWoUYWFhDBs2DG9vb3r16lWmsal3ae/ZswcoKaq0atVK6qTYtWvXU+3wtbtiQX83q/rEunanhoGBAR988EGZxg0l0V2zZs1i9erVGjcm2dnZpKen4+TkpLF+48aNMTc3x9zcnLy8PACqV69OjRo1gJKis/okFpTcIBQXF+usJxAIBKVhbW3N4cOH8fT0lFwhDAwMNNYxMzNjx44d7Nixg5MnT5KVlcVnn32GoaEh33zzDenp6bi6utKkSRNSU1OJi4vT20kVHR0t7H4Fgn85ZXEc1Mba2prFixdTq1YtioqKMDAwoHXr1vTt2xcDAwPGjh2LiYkJrVq1Ij4+HiMjIwoLCzEwMODcuXMUFRWRmpr6j8bdqFEjUlJS8PDw4NixY0+NTdI+NhoaGkp27hUqVKCwsFBy3RE8G+qubH5+fgBs3LiRX3/9lW+++UZj3eLiYo2olSFDhnDixAnCw8Nxd3dn5cqVrF69ulRHgsLCQtzc3CgsLJTcDS5cuEBoaCjr1q0rsxuC4OXz+PFjBg4cSEFBAVWqVMHV1ZVjx45x9+5d6d5n5MiRjBs3jrS0NCpVqkR0dDQrVqwgISHhic6kryuqKArV/gnebmrUqMGVK1eoW7cu9vb29O3blzFjxnD9+vUynYvmzp1LYmIiBQUF2NvbS8tV1+LW1tb4+PgwadIkoOR4+W9Gn6D2SRw+fJj9+/ezceNGbty4Uaa6SuPGjWnVqhXDhg2jffv2fPLJJ0BJDc3ExETv+6rXzrKysujUqdNz2V+BQPAX2gL8I0eOSM8VFxfr3Ua7Tq1eAykuLpYeq9arXbu2VC+vXbs2d+7cAaBVq1YYGxtLv/HSarzW1tZUqFDhmffNw8OD+/fv07hxYzp37gyAn58fOTk5VKpUScPFXh/q9W91h0eVS6jquKcu7AE0xIzq9XCVy442+pzaf/nllyeO7XUnJyeH1q1bA0gx7G3atMHIyAiAqKgoqcal+r4UFBTg7+/P8uXLKV++PJmZmUydOhUDAwPu37+Pra3tq9kZgUAg+H+EMEcgEAheQ9RvRszMzDQmMRo3bgxoTsq89957ALi4uFC/fn3+97//6SjitW9wTExM+Oqrr3j8+DH29vZlFuaoFzVWrlxJzZo1//6O/gNiYmL4+uuviY2NLfM2VapUYenSpVy+fJlhw4ZJY7eysqJjx47SzZSqIJaVlcWDBw/Iy8ujUqVKgO7nWK1aNb2TWNrrCQQCTdRjS56F3bt3U1RUhIeHxwsa2cvHy8uL7du34+joiLm5ud51mjVrRv369SkqKqJr167UrFmTatWqYWhoSPv27WnWrBmJiYlcvHiRrKwsPDw8CAgIYPTo0SxdupTi4mLmzp37kvdMIBC8CFSOg/n5+cTExBAREYFMJsPAwIChQ4dK9t3qzJ49G19fXwoKCjAxMSEmJgZzc3OqVKmCiYkJpqamAHzyySe4uLhgYGBA8+bN+fbbbxk1ahRdunTRcWN8Vvr164e3tzeOjo7UqlWLWbNmcfLkyVLX1z427ty5kxkzZuDl5YVSqaRq1apP7K4VlI6+Ccy5c+fqTAgAxMXFaUStpKWlce3aNQICAujduzf16tUDShwJIiMjGTNmjIYjgbGxMXFxcZiZmREaGsq+ffto0qSJ9LzKDaGwsJCxY8fSuHFjqlWrRlxcnLiGfsVs3boVW1tbQkJCCAgI0LvO0aNHefDgAUlJSaxbt45ly5YREBDA+fPnWbdunUbX+p07d/D19ZXiIQSCfwO1atWiVatWNGzYkBs3btClSxfatm1bpnORepSJhYWFzvNeXl6MGzcOZ2dnoCSGz8vL64Xuz4tEX7MBlFy3FBUVaax77do1QkJC2LJlCwYGBmWuqxQUFDBx4kQMDQ3p2bOnFCOm3dSgTnp6Ou7u7qSnpzN8+PBn2idtgaKzszMuLi46YtMnRe2UK1dOR6BqZGTEqFGjuHDhAvXr16d+/fqEhYXpxO80bNiQ//znPxgYGNCqVSsd8axA8LqgLcC3trbmzJkzAGRkZODk5KRzLND+fVeuXJkrV65I26gEGerr6au1njx5kqKiIqk+XlqN9+82KKmcedTR584leP5YWVmRkZGBu7s7J06coGPHjhp/x6VLl5KamsrZs2cZPXo0AOPGjWPChAmSk5G1tTXe3t6SW93TXFsFAoHgRSOEOQKBQPCaU6VKFfbu3StNYkyZMoXk5GSdSZl79+4BMHPmTIKCgti4ceMTX3fbtm0sWbKEhw8f4u3tXebxqAuCXFxc+O233wDNmyPVzdbTOqH/Cf3795dcIMrK8uXL+emnn7h//z5TpkxhzZo1DBgwgBUrVuDh4YGjoyNGRkY4Ozszbdo06tWrh6+vL1lZWaVm0BoaGuqdxHqdUXWdl/ZYIHid0dcF9G/H0NBQJ05EhVwul2JqtCdMV61apfH48uXLOttrd1LZ2dn9w9EKBIJXybM6DqqOG40bN2bXrl06r6d9veju7o67u7vGssDAQAIDA//p0DExMdGInVAfp/p+qbpHAZ1jo62trWR/L/j76JvAXLt2Ld7e3mzevBkzMzNpuSpqJT4+HoVCQefOnfnwww/p1auXxjWvtiOBigcPHhAQEMClS5e4du0aTZo00RDmlNUNQfDyyc7OxsjIiN69e5OdnU1CQgIuLi5cvnyZJUuWcPPmTSZPnkyDBg2kCbf8/Hxu375NQkICdnZ2jB07lvT0dGrVqkV+fj5Qcu+RnZ1NUFAQBQUF9OjRg9DQ0DKP6+DBg0ycOJEKFSrg7e1NVFQUlSpV4tq1a2zYsAErKyudye127drpXbZs2TLWrl2LmZkZERERQMlxcd68eTRs2FDnWkvw9qE++aruSKd9LlK5Gai7IUyfPp3p06drrKcehWRgYCA53r0JlNZsIJPJ+Pzzzzly5Aj169cHYMWKFVy4cEESIsnl8jLVVc6dO4efnx8KhYJGjRpJ548nkZmZiYuLC/Xq1ZPcLsqKtkCxNLHpnTt32Lt3Lxs3bpSidubMmUN8fDz9+vXT2aZSpUqYmpqyd+9ewsPDefTokV4h49ixY5HJZISFhQmxquC1RluAP378eNzc3Dh69KhUG27ZsiXBwcEMHjyY8PBwnddo3bo1ly9fxt3dHUtLyzK/d40aNejbty83btwgOjqa6tWr663xvmkolUoCAgI4c+YM5cuXZ9KkSdL11KxZs+jevTsymQx7e3vi4+P58MMPSUxMJCMjg/nz50uO+096fu7cuezevZv8/HwiIiKk6/2XRd++fRk4cCCurq6Ym5vrOMPa2tri6OiIo6MjABcuXGDDhg2cOnWK8PBwpk6dyueff05AQAB5eXkYGhqycuVKrKys9L5fcXExnp6e3Lt3j/3790vOPAKBQPA8MXidLuo6dOhQfOzYsVc9DIFAIHjt+btOE8/jfRcuXIhCoSA/P59Fixbx9ddfs27dOiZNmsTZs2eZNGkSKSkpxMfH4+/v/8zimdeJrl276u0cfh3RviFzdHTUuXmSyWTY2tpy+fJlunfvzq5du7h//z6zZ8/m2LFjGoXqM2fOcPPmTT766CPS0tJYvXr1G1U0FLx65HI5ixYtQqFQUFBQwObNmwkLC9OIQsjOzmbBggWsX78eb29vJkyYwMmTJ1EoFHTv3h1fX1+qVq1KTk4OsbGx1K1bV2/n4b+dV3XMFwgEAsG/H9U5RC6Xc+DAAWQymRQ5K5PJJPHn3r17OXDgAN9++y0bNmyQJlFiY2PJysqSolYKCgro06cPPXr04P79+3zxxReEhYVhampKcHAwQUFBDB8+nFOnTqFQKKhSpQoZGRmEhYUREhJCkyZNkMlkUpSV+vW2TCYjPj5eioVxc3MjKiqK6tWrP1FErqprPckxQfDsbNq0ib1795Kbm8t7773Ho0eP+P3331EoFMhkMh4+fEiFChW4ePEiv/32G1OmTOHy5csMGDCAadOm8eWXXzJlyhSKi4vJy8vj559/5vHjx5QrV47BgwezcOFC6tWrx9ChQ1mwYAF169Yt07hCQ0OlyaacnBzc3d3JyMggJSWF7777jlmzZuHr60tsbKw0ub1q1SqdZStWrGDIkCEkJCRgZGSEUqlk5syZVK5cmYkTJ9KzZ09++OEHvU4nAoHg38E/jaebN28erVu3xt3dneXLl1NYWMjBgwclsWlwcDDdunUjJCSE6Oho5HI5CQkJzJ49m8jISIqKihg8eLCGQDU4OBhTU1Nu375NUFAQ8fHxHDp0CHd3dwYOHKgxYZyQkMCXX35JVlYWvXr1embHH4FA8OayZcsWjh49ypw5c1AqlTg6OrJz506g5Br64MGDyGQyvv76a5o3b07t2rX5/fffKSoqIjAwkG3btj31+YcPH1K+fHmysrL44osviI6Ofun7qVAoMDY2ZsyYMfj4+DyzwPJZuHz5Mp988olG88rfaWYVDbACwduHgYFBSnFxcYeyrCuODgKBQCB4JmxsbJg6dSpdu3alffv2UqfzokWL2Lp1Kw4ODkyYMIFdu3aVKsrR7vQW/HNiY2OpUaMGiYmJ7Nixg/Hjx5OYmEh0dDQLFy6U1uvXr5/0N7OwsGDHjh3UrVtX6syKjY1l5syZeHl5sWPHDqCkKD906NBXsl+CN5v8/Hx27drFhx9+yLfffitFIQwZMkQSlFlZWfHhhx9Su3ZtOnTQvL69c+cOP/zwA5988gkxMTEcOXJE6jy0trZ+RXv1/JHJZEKUIxAIBIK/heocohK/tGrVShLdqBwe5HI5xsbG5ObmMnXqVA3XSy8vL3Jzc3F2dsbZ2Znw8HD69evHpEmTyMjIkNwzVY4EDx8+1CiY29nZsW3bNjw9PcnNzdUYW3FxMWfPnsXZ2RkPDw9u3rxJr169qF69Oi1atOD48eN88cUXfPrpp5w/fx5nZ2fs7e2lLuuwsDBGjRqFq6srN2/efFEf4VtL3759+e2338jKyuLu3btYW1uTk5PDtWvXuHnzJlWqVKFy5cqYmppy48YNNm7cSGBgIAkJCezevZvOnTtz7do1evfuzcWLF6lZsyY9evRAqVRy6tQphg8fjkwmIzMzU6cD+kkEBQXxww8/MHz4cG7cuCF9p1VuTdnZ2aSnp+Pk5MR//vMf7t69q3dZTk4O7dq1k7qhVRMoLVu2BKB27drk5eU9/w9WIBD8a7CyspJco1NTUykoKKBp06YkJibSv39/vcJQ7aid+Ph4nW1U8SwAJ06ckN6rY8eOkmNqQkICRUVFzJw5k/Xr17No0aKXtdsCwQshMjKSefPmMXv27Fc9lBeKXC4vkxPgmjVrnvj8xx9//MTnT58+TZcuXYCSaxgDAwMqVapEpUqVNJxeWrZsiampKc2aNePdd9+ldu3a3Llzp0zPR0VF4ejoiL+/v16H5peBh4cH9vb2OvcYL4LPPvuM/fv3Y2xszODBg/Hw8ODEiRMMGjSIbt260bNnT/7880+gRCju6OjIxx9/LLnlderUiTFjxvDpp5+ye/duunXrRocOHfj++++BknsXf39/unfvjr+/PwBXr16lV69eyGQygoODgRJ3bAcHBxwcHDh+/PgL3WeBQPDyEVFWAoFA8C9EX4zB68KbpArXdst5ka4V//S1tW/IoqKiiI6Olm7OVKgyddX/r16oVmFmZkaNGjU4f/48R44cYc6cOX9rXALBk1CPvQgJCWHixIkAdOjQgcTERKAkQsXKyopz587pbN+8eXMMDQ2pU6cOWVlZ5OTkSDnkNjY2HDp06CXtiUAgEAgErz9KpfKJDojqESwqnhS1snnzZgB+/PFHfHx8NBwJ1F9LX0F53bp1bN++nXHjxhEcHMyuXbtIS0sjMTGRW7duASURbKGhodStW5ePPvqIGTNm4ODggKurq+Qa0LRpU7777run7rvg2TE1NWXOnDnMnTsXNzc3fv31VyZNmsRvv/1GVFSUNHn85ZdfUlxcLIn/IyIiuHXrFmfPnmX06NH4+Pjg7e2NiYkJAQEBHD16FGtraxYvXkytWrUoKip6JrejKlWqsHTpUi5fvoyfnx/nzp2jqKiI9PR03nvvPWlyW/X9LCws5O7du3qXpaamSvevSqUS0J1UFwgE/17+qXtq3759GTBgAK6urlSpUoVHjx6xbds2jh07RuXKlTWiGUvDzs5OcilWbWNnZ0dERAQuLi7Url2bZs2a6Y3f6datG59//jmFhYV/2/VHIHidqFmzpt7rzb/Dv73+vGbNGnx9fUt9/mmu5dbW1hw+fBhPT0+USiVKpVISjRQVFUnrqa5rSru+edLzS5cuJTU1VbqmexXEx8e/tPdS1eS7d+/OoUOHpBjmyMhIypcvz6pVq9i0aROenp4cP36cpKQkNm3aJEVG37x5k5CQEOrWrcvDhw9xc3OTnCZ9fHwAaNGiBatWraJnz57cvXuXuXPnSk6NSqVSb6zh1q1bX9pnIBAIXjxCmCMQCASCMqMSBMnlctLT0+nVqxcFBQUsXLiQSZMmYWlpibu7O9euXdOJUYqLi+OLL76gQ4cOKBSKV70rLwX1m8QXfcOofUNW2s2T+hhU/9dXvAb44IMPmDRpEra2tiIaQPCPKE14puo+TE9PZ/jw4aSkpABw7Ngx3nvvPQCmTp3Kf//7X6ZPn87q1as1ttcuHFhZWUmCHlXnoUAgEAgEbxMKhYLhw4dz6dIl6tSpg5+fH9988w3FxcUEBQUxe/ZsDhw4wJEjRxgzZgzW1tacOnWK48ePS5EfxsbGfP311yiVSm7fvs3/sXfmATWl/x9/dStEStZMlpBlIoVsUd1CZUvIGIqSxPjOkDHGt9EkMzVZxthGYwmhxk6Urc2VsqdoTIYie6KFhLT9/uh3z/feimHG7rz+uvc55zznPOfee+7zfJb35+DBg2hqar7ya01NTWXz5s0cPHhQKG3Zr18/YXvDhg2F8kbp6el07twZKA/svXLlCqAcdC7yelBXV2fhwoUUFRURGhoqqCQ9i27dumFhYYGFhQUA+fn52NvbU1JSgpaWFkZGRvj7++Pm5kZhYSHq6urs2LHjhb9jK1euZOfOnTx8+JCRI0eyf/9+HBwcuHv3LqGhoVU6t7///vsq24YPH46ZmRkaGhqsWLHiX98rERGRD4vq1asTHh6u1FaVEoY8MFExie7vAlRXr16Nmpoa8+bNo1mzZgCMGzeOcePGKe33vpRXFxGpiqdPnzJixAgKCwvR0dHB1tYWZ2dn1q5dy7BhwygoKKBBgwZs3boVqVSKqakp8fHxuLm54eHhQVpaGpMnTxbmiN7e3ri6uqKpqcnFixfx9fVl2rRp1KpVC2dnZ9zc3Pjhhx+IjY1FIpGwdu1a9PX1X+sYb926hZOTE0VFRXTs2JHPPvtMyWa+fft2cnJyGDt2LNWrV6dfv37Ur1+flJQUpFIpy5YtIygoiOTkZEpLSwkNDaVZs2ZCuVdXV1e0tbVJTEykX79+zJ49GyhXtQwPD8fCwgJNTU18fHywsbGhrKyMH3744ZWMreKc7mNCvsYoKSlhxowZpKSk8ODBA4YOHcrVq1cFhUUTExMhMEdx7ZKYmMicOXMoKipSmjtXVGa8ePGioCIlkUiqTJ4VERH5sBADc0RERERE/hFPnjwhKiqKLVu2EBkZSVZWFtHR0aiqqvLo0SO8vLyUatAGBARw+PBhcnNzX8nkMiMjg8uXL2NoaMiaNWuYNWvWKxjV35OSksLgwYPJyclh06ZNuLi4CIuvwMBAZDIZv/zyi+D8mDNnDp06dUJDQ4OkpCThHg0fPpzffvuNhg0bCn1XXLj9+uuvSotJPT097OzsKCoqEhau169fx83NDR0dHQ4fPkxUVBT16tV7qcXTs4zXffr0wcXF5YUkWEVE/gnq6urY2dnx5MkTduzYgY+PD+bm5tSuXZvff/+dsLAwmjdvzn/+8x+mTp1KVFSU0vEVs5iryjwUERER+Vjx9fV9p1UWRV4Pu3btwtDQkE2bNuHn50d2djZPnz7lwIEDAILh98cff2TPnj3o6OjQvHnzKvsKDw/H39+fmJgYhgwZ8sxz/lNFgrZt2zJ27FimT58OQFRUlBBgC8oB5S1btiQxMRELCwuSkpIEef/3OVP6fcHExISIiAjhfVUOaHkblDubKxIXF6f03sDAQHBivCyenp54enoC5WvClJQUpfND1c7tqtomT57M5MmThfeK3+Xg4OB/dH0iIh8qwcHBFBcXC+U3RP4d48eP58qVK2hpaQlJUiIiHxphYWF069aNWbNm4eHhIbRfu3aN+vXrExERoWTXGTp0KPPmzcPc3BxXV1dmzZrFmjVraNq0KaNGjeLGjRsA9OrVi19//RVvb2/mzZuHVCqlrKyMlJQUbt68iUwmIzU1lYCAAFauXPlax1i/fn2ioqJQU1PD2dmZS5cuKdnMV61aRf369fHw8MDV1ZWysjJUVFTYsGGDUFY2ICCAmjVrEh0dzcqVKyuV+5JKpSxZsoTu3bsLgTkSiaRS8pqtra3Se3n/oBzkJ3/9d9urmtN9LMjXGMnJyRQUFBAXF8fq1au5efMmzZs3588//wSUkwIV1yXz588nKCgIPT09JXW1igmG8kTbvn37Ulpa+szkWRERkQ8H0YIhIiIiIvKPUCxBEx0djbGxsVDDtqoatBKJBE1NTZo2bUqDBg3+9fkzMjKIjY1FV1f3jQXlyAkPD2fAgAEkJSURFRVFfHw8Dx484NKlS0B5Rkh4eDj9+/cXZCx/+eUX+vTpw6FDh3jw4AFFRUVCUI5MJmPNmjU8efKE/fv3M3HiRJYvXy4sJpcvX05AQABqampEREQQFxfHp59+yqJFi7h27Rq5ubls27aNJUuWMHr0aPbt28fq1auJj4/np59+EhZaMpkMNbXymFxXV1clg9q4ceOIi4vj0KFDfP/990J7hw4dMDY2fm33UnQWfjzIA8+sra3Jyclh586dPHjwADU1NXbv3i18l48cOULdunVJS0vD1taWK1euYG1tTWZmpvB9iYqK4j//+Q+PNRZbAAAgAElEQVQzZswAyr9HckfK6tWriYmJoUOHDrRs2fItjVZEREREROTtoKgsY2pqSlpamvBekQcPHtCkSRNq1apVZSkOeTannp4eeXl5r+Va7e3tycjIwNraGmtrax4/fvzMfWfOnImPjw9mZmZIpVL09PReyzWJiIiIiCCUdhN5fUybNg0XFxciIiKoUaPGaz+fPKA1ODhY/HzfIh/bvb98+bJgP1ZUOTQwMMDIyAgnJycWLVoktHfq1AlVVVWaN29OVlYWf/31F2PGjEEqlZKamsrNmzeV+po8eTJbt25lzJgxnDp1itTUVGQyGVKplC+++EIo7fQ6yc7OxtHREalUSnx8PLdu3VKymaelpfHZZ59x7tw5nJychGB5RebPn4+5uTne3t6CHV0R+bxcQ0Pj9Q7m/8nLy2Pnzp2vpK/evXu/kn7eFm3btiUtLU0o6wrQuHFjTExMMDc3Jzo6GnV19UrHDR06lCFDhuDu7o6Ojs4z+//vf//LggULkEqleHt7KyXPWllZMXfu3Nc2NhERkbeDqJgjIiIiIvKPUCxB06dPHyVZxqrKKJWWllJQUEBubi5379791+dftWoVCQkJHDt2jMaNGxMSEkLPnj0xNTUlLi4OLy8vtm7dSlpaGhs3bnxlwSUVnRSOjo7k5eWRkZEhLJ4UnR+KMpajR48mICCAmzdvMnTo0Ep9Ky7cvLy8UFdXFwIRGjduTEFBAR4eHty8eZM7d+7Qrl07dHV1MTQ0RCKRoKenR1pa2isZZ05ODsOHD2fixIn/uI83Xe/5fa8v/SEhV7SytrYW2hQzhpYvXy5knNjZ2REYGIiXlxctWrRg4sSJfPLJJ5iamrJs2TLs7e0ZNWoUv/32m5AxUqdOHaHWc0XEzEMREZH3kaNHjwoy7CNHjmTr1q1KCnlz586lc+fO9O/fnz179vDXX3/x5Zdf4ubmxp07d2jQoAEhISHk5+czfPhwNDQ0qFatmhgA+xEiV5YZOHAgp0+fxsDAgD/++KPSflpaWty6dYs6depUOX+smM35OlBRUWHZsmVKbfb29sJrxczd5s2bK2X1wj9X6nlRqirFmZmZ+VJqnfKyBFUFR70PvOuqW/r6+pXUckRE3ifkykyKZY/+LVWVValYnvDBgwdK+9jY2CCRSAgKChLUfwsLC5k7dy4aGhrC8zYmJkZw1u7duxcHBweCg4PR0dHB09OTMWPGiCUGXxATExNMTEze2Pnk/7fBwcE4OzuLtpM3iKKytoeHBwsWLKC4uBgfHx/s7Ozo2bMnXbp0IT4+nrlz52JnZ0dISAi//vorqqqqBAYGYmxsLJQ2ysjIwNfXl+Dg4CqPDQsLU/rtduvWrdKaoapAgtdBixYtOHv2rJDc2KNHDwAKCwuZNm0aEokEGxsbnJycgHIbc7du3bh69SoNGzakbdu2LF68mMaNG1NSUoKKigq//fab8P3V0dEhMDCQW7duMX78eObOnYuNjY3wfX8TaiO///47Dg4OuLq64uTkhKWlJQEBAcJ4WrVqhbq6Or/88gtPnz6lV69e9O/fX5hrZ2dnI5PJOHLkCFFRUYSGhlY6h+K8/E0gD8wZNmzYazuHfE7duHFj3NzcXtt5Xoaq5pWamppVlhT09fVFTU2NLVu2cPnyZUB57eLm5lZpXM9SZjx48KDSflWpPIqIiHw4iDMwEREREZF/hLwETWBgIDY2Nkrb5GWU1q1bJ7TNnDkTCwsL5syZg66u7r8+v4eHB2PGjFGS7czOzsbb25v9+/fj6enJ77//zooVKypJe74sipkCiouhe/fu4eDggEwmo1evXoLTQtHAUVGC/9atW2zdurXKxU1iYiL29vZs2rQJdXV1CgoKMDQ0RCaT4eTkRPfu3ZHJZIwfPx4HBwfi4+Px9/fnzJkz3L9/Hy8vL9auXcuUKVOA8kn+qFGjGDBgAAMGDHgpp0rdunU5dOgQn3/++XP3k8lkDB48WFBCOXPmDFZWVjg6OhIcHEx0dDQ9evSgR48eREdHAxAREUGXLl2YOHEixcXFALRr1441a9aQmZlJixYtgPJSC3JnwJIlSwD44YcfkEqlWFtbk5GRQUZGhtL5RN4N5IpWisiNjiYmJqxfv15wUC1evFhYxE6aNIk1a9YwdepUAFJTU1m8eDFSqZT169eTlZUFlGdHlZWVKX2n5edcv349cXFxbyzz8J8iZiqKvIvIZDKl8oWZmZmCjLY8083V1ZW0tDQOHDjA3r1738p1fojs27ePefPmERsbi4eHh5JCXmxsLCNGjGDHjh0A7Ny5E0dHR4KCgrC3tyc2NhapVMr27dsJCgrC3d2dffv2PVd9ROTDZejQoZw/fx4LCwtSUlKoV69elft9//33DB48mHHjxtG0adM3fJXvLy+r1pmcnMyZM2de4xWJiIiIKCMvq1JR2Veu/BsTE1Npnw0bNpCfny+o/9ra2uLv78+hQ4c4dOgQ5ubmQHni0b59+9DT0+PcuXPC/KS0tJSzZ8+KQTkvgXzebWJigqurK0ZGRuzatYuBAwfSpUsXoWTP87ZnZGTg7Ows9Cd3+hobGzN27FiMjY1JTk4GyufyJ0+eJDk5mT59+rB+/Xr69esnXI+1tbVYMuU18vTpU3bv3s3ChQuJjY1FJpOxYMECoNyW6ePjw969e1m5ciUlJSUsXbqUI0eOEBoa+tx5R8VjS0tLK/12q1ozvCkcHBw4evQotra2SgqMV69exdLSkp49e9KgQQNBUXzbtm2YmZkxduxYqlWrhr+/P25ubpibm9OlSxcePXqk1P/KlSuxsLBg0KBBuLq6YmxsjK6uLlKpFCsrKyW79OvC2tqahQsX4uDgQEFBAaBsM/fw8GDPnj2Ym5vTs2dPRo8eDUDTpk0ZPnw4d+7cQVNTE2tr67e6vj569Cjdu3fH2toaMzMzoqKikEql3L17l6CgIMzNzTE3N+f06dMASm3yua6xsTGjRo2iS5cunDp1Sqn/tLQ0bGxssLS0xM/PT5hTr1279o2P9VUwa9YsLCwsWLFihVjiUURE5KUQFXNERERERF6aqjInFSPKq6pBa29vr5QB+zpo0KABjRo1AqBVq1bUqFGDTz75hNzc3H/Vrzwwp+JEWyKRsHDhQsLCwoS2v3O0DxgwgOjoaLS1tZXaHz16xPnz5zEwMGDNmjWsXr2axMREVq5cyfHjx3Fzc+PgwYMMHjwYT09P+vfvT+/evXF0dOTAgQOsWrUKKysrqlWrxo0bNzhx4gRQbjjbtGkTEyZM4Ny5c6+lLJWiEkpkZCRZWVlER0ejqqpK7969iYyMBMDOzo6+ffsSEBDA4cOHyc3NxcrKSqkvXV1dmjdvDsAvv/xCQkIC7dq1o7S0tMpa0V5eXkrnE3k3UFS0Ki0tpbS0lOzsbOrWrcvGjRt58uQJkZGR/Oc//2Ho0KE4Ozvj6+tLSEgIBgYGWFtb89dff6Gnp8epU6dQUVGhc+fOTJ48mREjRnD37l22b99OaGioUBpPHpijqNLzorwNtSUxU1HkfaCiAzo5OVlw7vj5+REfH49UKiU6OpqQkBCMjIxEh8w/4OjRo+zdu5d169bRtGlTnj59yo0bNygrK6NevXqkpqbi7u5Oeno627Zt4+jRo+jq6rJ06VLu3LnD1KlTadGiBaNHj+by5csMGjQI4L1V6BD5d6irq1dSlVN0vMkzObt06UJiYiIFBQVCkL1iFqd8rv8qVRzedYqLixkzZgw3b95ET0+P8ePHC6U4CwsL2b59Ow8ePMDb25uQkBAiIiKYP3++UtZ7xSz1VatWkZ2dzaFDh6rMgBb5+AgODqa4uPhvnThVKTaJVK3MqbhN/vt8l3n69CkjRoygsLAQHR0dbG1tmTJlCsnJyWhpaREaGoq2tjbe3t4cOnSI6tWrs3PnThwcHIiOjkZNTQ2pVIpMJsPV1ZU6depw6tQpBgwYwO3bt4mLi0NVVRVtbW0uXbrEsWPHKCoqws/PjyZNmrBgwQLCw8PZtWsXtWvXpri4mEePHpGamkrjxo0BuHv3Ls2bNxfKpsjXLBUVhB0cHHBycqJ169ZYWFi8nRv6nnP79m2OHz/OmTNn+PLLLzl9+jSbN29m69atfP3118/d/iw1i8zMTE6cOEFiYiLr168XkmS6desmlKNXU1PjyJEjpKWlUVJSgoGBwRtTUfkY6dy5M/fu3SM1NZW+ffsCkJWVRVlZmVJgSl5envD7U1dXR19fn/v37yv1pZig9KxjFX+7qampgn3xyZMnjBo16k0MGYDq1asTHh6u1CafWx45cqTS/vPnz0dN7X8uSwMDA/bv3y883zU1NZWS8qZMmYKnp6dSH7NmzXqpIOp/S6dOnUhJSVFqq2gzHzlyJCNHjlRq+/3334XXERERlfqVz9kVx1tRPfJVIk8UkUqlXLhwgb59+1KjRg08PDzIyMhAW1sbLS0tJkyYwMCBA/ntt99o1aoV8+fPx8vLi7p163L9+nXi4uLo378/c+bMwcHBgZSUFMzNzXn8+DG1atUiJSWFY8eOcfLkSR48eEBKSgpNmjShbt26lJWVCZ9/aWkpOjo6HD16lM8++4y9e/fSsGFDysrKsLKyIjExkUuXLlG/fn3Gjx/Pd99999ruTVXMmzfvjZ5PRETkw0H0BIiIiIiIvJeoq6tTUlKi1KaoZvOi8vsVFV9ycnKUVFm6du3KqlWriIqKwtfXl6lTp9K3b1+CgoLYuXMn69evJywsjCtXrhAUFMTJkyeVjKcV5S5VVFSE7AhFjh07xsSJE4mPj8fIyIiAgACioqJo2LAhs2bNwtjYGFdXV7S0tCgrKyM0NBQTExN0dXUJCQkhPT0dJycnfH19MTU1FUoSVDScvQ4US3BFR0djbGwsBMmoqKigpaWFlpYWqqqqfPHFF5w/f56RI0dSrVo1cnJysLOzE4KnMjIySE1NZc+ePdy/f59JkyYRFRVFbGwsw4YNY8OGDRgbG/PFF1+wa9cuAgICKCgoEINy3jEUFa2ysrLw8fFBX1+f2NhYGjZsyK5du0hNTcXc3JysrCwmTpzIhQsX0NfX58KFCzx+/Jhdu3aRlZVF3bp1kUgk7N27l/Xr1wPQqFEjIiMjhaAcKA8G2rhxI3369GHKlClC1tT9+/eVVECCg4MJDg6upLYklUrx8vKia9eugspWQEAAlpaWdO/enaSkJKDcwDJr1ixMTU1ZvXo1zs7OGBsbC9KzJ06cQCqV0qtXLyE7q2LfipmKGzdufGOfi4jIiyB3QstV0ORZuFD+nG/dujVQbkgOCgoCwNPTk7Vr1zJ79mzu379PRkYG1tbWODo6KmX8vihhYWHk5ORUuU1RxUeRd7nUyt+xb98+5s6dy82bN9mxYwepqalMnjyZiRMn0rlzZ7p27cqOHTuQSqXMmTOHIUOGEBQURM+ePVm3bh1z5szB09OTyZMnC3LxgPDc+lh51ndFpJyEhAQsLS0xNzdnxowZb/ty3gl27dqFoaEhcXFxtG/fnuzsbJ48ecL+/fuZOHEiq1atEvYtLS3l559/Vsp6rypL3cPDgxkzZohBOSIir4iqlDnfN8LCwujWrRsHDhygdu3a3L17Vyjz+/nnn7NixQqSkpK4fPkyCQkJxMTEVErsUcTS0pKEhAQ2bNjA+PHjcXJy4uHDh8hkMtTU1AgICGDs2LGcP39emF8VFxezcOFCGjVqhKWlJd26dcPb2xszMzOg3Nl/7do1njx5AvwvAaminUVTUxMtLS2WLFnyRp39HxIGBgZCUtmnn36KRCJRSjB73vZn2b3kx/ydHcjJyYnNmzezefNm8fN7zUgkEurXr4+RkRExMTHIZDLOnj2LiopKpc+xQYMGZGRkUFRUJAREAMLvUTEIpKpjK/5227Zty7fffotMJuP48eNMnjz5TQz5mSgqs6xdu1awwZ49e1ZQxq64lpTbZeUKLsbGxjg7O/Pjjz+Kyk+viMmTJ7N161bGjBnDjh07aNCgAQcOHEBFRYXr169z6tQp7t+/j7a2NjY2NmhqaqKiosLIkSMpLCzk3r17tGzZkqSkJPr168e9e/fYs2cPRkZG7N69mwsXLnDmzBm0tLT45JNPaNKkCU2aNMHIyIiLFy9y7tw5ysrK6NOnD4cPH6ZWrVosWrQILS0tpk2bRmZmJvXq1aNp06b89ddf7N27l9zcXFq0aEFkZKSoFisiIvLeICrmiIiIiIi8l3To0AEvLy8uX778r7N65IovmzZtYvny5UqqLFZWVnh4eHDt2jVCQkK4d+8eNWvWJCoqitzcXNzc3AgLC+PGjRscPXqUWrVqPfM8gYGB7Nq1i3379lXaNm7cOG7cuEFYWBht27bF2dlZUB0oLi5m6NChBAUFoaenJzhFFYOTWrZsSWJiIu3bt+f06dO4u7tz4cKFFw5Q+jfIHYBnz56lT58+nD9/XthWWlrKgwcPgPLSX82aNaN9+/a4u7szb948VFRUOHDgAPr6+uTl5ZGTk8Pjx4+xt7dHW1ubVatW0aZNG3r16kVwcDAbNmwgJSUFmUyGhYUFtra2glSsyLuJsbExffr0oU+fPqxcuZLQ0FBmzJiBnp4ehw4dQiqVUqdOHdq1a0evXr2AcmNK586dWb16NU+ePEFFRYUGDRqgo6ODiYmJYDBWxMPDg5YtWzJkyBBWrFhBXFwcISEhrFixgu7du1d5bYpqSxs2bOCzzz7D19eXfv36MX78eKZOnYqXlxdpaWnMnj1bcKo5Ojri4+PDJ598wp9//klJSQmTJk3C1tYWHx8f9uzZQ+3atenXr59QK12x77i4OKVMRRGRd4lbt27RtGlT7t69y7Bhw9DT06NPnz78+eefHDp0qFJJlvz8fAoKCrC2tubJkycsX76c48ePc/LkSQYNGsTUqVOZO3cu169fp7S0lJycHA4ePMi5c+eYNm0atWrVwtnZWan+elhYGB06dKBu3bqVru9ly8i8D8jVwMaOHYu2tjbGxsYsXLiQsrIyjIyMsLGx4eDBg0yePJk5c+awa9cuFi1aRGpqKgcPHuTJkyc0atSIli1b4u7uzvDhw9mwYQPVq1d/20N7q3yI35VXiaWlJYcPHxbei+ockJ6eLihNmZqakpiYqBSAHhUVJexbVdb7sxQmRD4sjh49Kvx/2dra0qFDBwYOHEhYWBjp6enUq1ePyMhI7t+/j6qqKv3792fTpk20adNGCGiNjIxk27Zt1KhRg23btiGRSJTUmsTA7WejqMzZvn17JZUZgJs3bzJkyBDu3LnDpk2baNGiBZ999hl37tyhevXqbN++HS0tLX777TfWr1+PhoYGK1asQFtbm3HjxvH48WN69uxJQEAA8+bNY8+ePVSvXp3g4GCaNWv2SsZw+fJl4dnSpUsXcnNzlZ49hw8fRl9fX1jzyNf0z1rby5NxGjduLLz+4YcfcHBwIC8vj59++onc3Fx0dHQwMDAAysseent7c/v2bUElRxGJRIKXlxeWlpbUqlWL2bNnP3M8n3/+Od7e3rRr1+4f35OPmb9LMHvedm1tbTIzM4HnB2soIrcjqampYWlpydy5cykpKeH7779/RSMSeRYSiYSvv/6aPn36oKKigqGhIcuXL6+0n6qqKl9++SXm5uZIJBJhn4EDB9K7d+9n2jfk56j42/Xw8GDChAkEBgZSVlZGQEDAc/t43Sgqs6SkpHDixAnBBrtgwQK8vLzIzc0lOjqaTZs2sWPHDiW7LKBkg3V3dxeVn14BOjo6BAYGcuvWLczNzWnSpAkAZmZmXL9+ndatW/P7779TVFTEkiVLKCgoQENDA0NDQyIjI1m6dCm+vr5s3ryZESNGEB0dzdmzZ8nLy2PYsGGoqakxcuRIGjVqRGJiIjKZTPjvmz9/PjExMVy7do3s7Gy0tLQoLS3lm2++oW3btnTs2BE1NTXS0tIIDw9nyJAhDBo0iPT0dAoLC6lVqxZZWVmCAruIiIjIu4zoCRAREREReS/R1tYmLi5OqU1RnUb+Wl9f/7lS1snJyVy5coXBgwdjbm6Ov78/KioqJCYmoqmpSXFxMV5eXkRGRhIREUHDhg2JjIxEKpVy9epVCgsL6du3L2pqakpBOVWVxpk8efIzM1NUVFRYuXIln3/+OV999RV+fn7cv38fiUTC6tWrGTp0KEOGDMHExAQdHR2gXB3gu+++48SJE0yZMoXRo0ezevVqOnbsSI8ePbhw4cLL3dR/iLx28pMnT1i4cKFSYI6Pjw82NjaUlZVhZmbG5s2bKSkpYcyYMTx69IhPP/0UgEGDBrFkyRLOnj1LjRo1AGjevDkTJkxARUWF27dv06tXL2QyGZs3b8bKyorMzEw6dOjAzp0738g4RV4cxaAxxd9BYGAgSUlJpKenM2HChErHVTQgVhWkNn36dHr27PnMc1d0qh0+fJgePXoo9Ss/j6K6E5QbiBo2bChc88aNGwkNDUUikShdW4cOHVBXV6ddu3ZC+Tx5RuPZs2eFsn337t3j7t27SseITjqRd53WrVvz+PFjQkNDGThwINnZ2Vy4cAFdXd0qFVgeP35Mp06dyMnJoU2bNoSGhmJsbEzt2rX59NNPuXTpEgcPHiQ3N5euXbvSpk0bOnfuTEFBAV9//TXTp09n7NixrF+/nvv371O/fn2OHDnCzp078fT0JCEhgaKiIho0aMDWrVu5fv26UKZi1apVrF279r1Wy4FyI2hCQgK3bt2iVatWjB49muPHjzNr1ixat26Nq6srV69eZdOmTfj7+9O6dWvatm1Lnz59GD58OABFRUWCEfp1Spy/6yg6zJ2dnYmNjRWCNIODg7G0tBSM/1KplJ49exIdHc2kSZMYP3782758kbeMPNB94MCBnD59GgMDA0H97uzZs7Rq1UrYV571fvDgQVRVVSkqKkJVVVXIUq9RowalpaWoq6tTWFj4tob0WkhOTiYxMfGV/GZkMhnNmjWjZcuWr+DK3gyKDsXr168za9YsBg4cyLZt25g3bx7R0dE0aNCA33//neHDhyOTyYiLi8PGxkZQK9HW1mbr1q3MmzePnTt3oqqqiqGhIZs2bcLPz48dO3YIc0wRZZ4XjD9y5EgyMzOJiooiMTGRefPmCc//mjVrEhQUxJYtWxgyZAjbtm0jISEBVVVVSktLmTZtGtOmTcPGxobS0lIyMzOJjY0lISGB+Ph4AgIC+O23317JGOTqdgMGDCApKUl49gCcPn2aVq1a0bZtW8LDw/nyyy+B/wVh3L59Gw0NDSEYAyoHbnTq1IlOnToRFhbGyJEjWbx4MY0bN6akpERQPmjfvj0pKSlIpVLCwsKYMGECpqamQlIBlAfvDB06VHhvaWkpvFYsffgsVWCR10+dOnVo1qwZffv2xcDAAF1d3b89ZuDAgTg4OAjB3B07dqS4uFhcp75GpFKpsF4ZMGAAAwYMUNquaMuUz+NdXFxwcXFR2m/OnDnMmTPnb4+t+NsF3qkSf5MnT8bPz481a9ZgZGQkzMsBIVDQ0NAQiUSCnp6eoAiuSNu2bQUbrFz5qaSkRFR++hesXLmSnTt38vDhQwYNGsT+/ftxdHREW1ubjh07Eh4ejpWVFdbW1mzfvl34j7106RJz585l7Nix+Pn5sWvXLk6dOoW/vz9BQUFkZmYik8lYv34906dPp2PHjmRnZ5OdnQ2U2/lkMhlHjhyhffv2PH36lLy8PC5evEhsbCyenp6oqKjg7+9PnTp16N69O506daJ58+YsWLCAXr16YWVl9dqSUUVEREReNWJgjoiIiMhHSl5enlAe6FXj6uqKr68v+vr6r7zv10FeXp6gVPPtt99y9epVsrOziYiIoFWrVkybNo3i4mICAgKYMWMGZWVlQvS+lZUVd+7cIScnh/DwcFavXk1ZWRmTJ0+mf//+L3R+xUX69u3bAWWjF5Qb7xTVBAB69eqllOlcUYlHXrcZlA1nrxoTExOl7GrFBb+trS22trYA7N69G0NDQ6ZPnw7Ali1buHz5MlC+EJPL18plsmvVqiWMr1evXjx48ICvvvqKvXv3CkorLVu2fKcMDCLlPEvRqlu3blhYWGBhYfFC/Xz33Xd4eHgoBak9C3kwUMuWLYmMjAT+Z9iWG7GhPJOwY8eOQOVM9pkzZyop2DwrkOh5WaudOnVi+/bt1KpVS8lRrriv4vWKijki7xrp6enY2Nhw9uxZTExMhDJU1apVw9jYuNL+GhoanDlzBn19fS5evIi6ujodOnQgKysLU1NTfv75Z2rUqMHEiRP58ccfadu2LdOnT8fKygpLS0vOnDnDxYsXOXXqFIcOHeKnn35i1KhRdOrUiUePHhEREYGGhgbe3t7ExsYKqnHFxcWsWbOGhIQETp48yfHjx9/ofXqVKBpBV6xYwZIlSzh9+jTa2trCeEeMGEHHjh1JTU0FeOcyX98VFB3mV65cITY2luLiYoKDg0lISOD06dOcOHFC2L+iUtqHSnBwMMXFxbi7u+Pr64tUKmXRokVKKlZyHjx4gLOzM3PnzmXr1q3cuHGDjIwM9PX1CQoK4tq1a7i6ulJYWIi9vT0zZ86kf//+7N+/n++++47Hjx+zaNEi7OzsOHDgAMbGxhgbG3P27FnWr1+PiYnJW7wTz2fo0KE4OztjYWFB48aN6d69u1IA+o4dO8jPzweenfVeMUu9R48euLq68scff7Bs2bK3PMJXg4mJySv5HEtLS5HJZPTu3fu9CsxRdCh+9dVX5OTkkJ2dTV5enpBdLlctMTIyEhQhFUvTKCoxnTp1CjU1tUpqTWJgzvOpKhgfyu+5mpoaJiYmgoLCjBkzSElJ4cGDBwwdOpQrV67QuXNnIUBfIpFw8eJFofyhRCIhIyNDWDOYmppWcob/GxwcHHB0dMTW1hYdHR0aNmzI1atXMTc3p3bt2vz+++/UqVOH5s2b06tXL6pXr87OnTvx8PBg8ODB9O7dW6mk7/Pw9/fHzc2NwsJC1FzCh+sAACAASURBVNXV2bFjR5X72draCgp+kyZNeuGx7Nixg0WLFrF79+4XPkakHEU7ECgnlSluqyrpTHH72rVrK/WteExwcLBSm6enJ56ensK+YmCVyJtGUZnFyckJGxsbYY5UVFTEzZs3K9laFJO/QNmWIyo/vRoUnw2FhYVcuXKF/Px8ysrK6Ny5MzY2NsIz6Nq1a6xbt45+/fpRq1Yt4b6XlJTg7u4u/J/evn2bdevWYWVlRYsWLWjTpg1JSUmUlJQwZMgQIYnz999/p3PnzrRp04bIyEjMzMwoLS3F09OT5ORkkpOT8ff3p3r16kilUrS1tdm3bx8bN25ER0eHNm3avNAYZTIZMpnsmTby3r17Ex8fj6enJwsXLlRK5BMRERF5VYieABEREZGPlLy8PHbu3PlaAnPeN+rUqUPfvn25f/8+U6dOZcWKFcyfPx8rKytKS0vp0qULDx484OLFi0gkEtTV1cnLyyM/P5+kpCRSU1PR0NDgxIkTPH36lAMHDrztIb2T2NvbM2XKFKytrQGYOnUqR48eFQySFenWrRsODg5Mnz5dSXnnhx9+eNOXLvKSVKVoBVQZWCPP6lJcGMuNh4AgW3zp0iUmT56Mvr4+MpkMb29vQeEgICCAiIgIUlJSSExMpHXr1mhra9OgQQM0NTXR0dFh//79aGlp0bVrVzp27Mjnn3/OgwcP6NGjhxD05ubmho+PD8XFxQwaNIisrCyaNGmCq6srmZmZjBo1ipSUFCF7qCrmzJmDvb09paWl1K1b95nG74qZiiIi7wpqamps3ryZhIQEpFKpEJgDVZdErF27NhoaGqxduxZdXV2++OILYmJiSEtL4/Tp05w+fZouXboQEhLCnDlzyM/PJzMzk2bNmtG6dWsWLFiAnZ0dzs7OQLmTMiUlhU2bNnHz5k0WL15My5YtOXfuHNu2baNly5bo6Ojg6+tLtWrVUFNT4+bNm1y/fv2N3aNXTUUHScXsWCjPGi0uLhbea2hoiIGpVVDRYQ7/K6WpqqpaKZjgY1czCw8Px9/fn5iYGLS1tcnPz2fMmDEEBARgaGgIQPv27QkKCsLGxoa8vDzmzZvHnDlzMDc3x9bWljFjxtCmTRv++usvrl27JvwmmzZtCkBmZiYnTpwgMTHxnQ/MUVdXZ8uWLUpt/fr1U3p/7949oVRVVVnvVWWpHzly5DVc7dtDXvYsPDxcKeiqWbNmDBs2DBUVFYyMjFi6dCkRERHMnz+f4uJifHx8sLOzo0ePHnTq1AkNDQ127tzJrl276Nu3LwsXLnzbQ3shFB2K48ePZ+jQoUyaNInBgwcL+8gdihkZGVy6dIkZM2bw8OFD+vfvj62tLbt372bNmjXY2dnRoUMHli5dKgRmdu/enfbt27NmzRoOHz7M/fv3yc/PJzg4uMr7+bHxvGB8gD/++IOSkhJB5So5OZmCggLi4uJYvXo1N2/epGXLliQlJQkqt6WlpbRt25bjx4/Tt29fSktL0dfXF0o2K/b/KqhevTrh4eFKbYpJNXLkjk05VT1zFNdNiop58iAMAwODSuuWqo5xdHTE0dHxBUfwP4YPHy6uZd5jfHx8uHr1Kl27dn3blyLyEaGYlDBz5kzS0tKQSqWoqKgwatQobGxsKh2jq6tLTk4Ojo6OrFq1SmmbRCIRlZ9eMfKAUDU1Nb744gusra2VSgQ/K2muY8eOSv9d48aNY9y4ccD/5o9Hjx6tdNwvv/zyt9f0+PFj4XVwcDBDhw6t8r/zVbB48eLX0q+IiIgIiIE5IiIiIh8EcoWWv/76Cw0NDVatWoWzszNFRUV07NiRwMDAStL+aWlpREVFIZVKGTduHPn5+bi5uaGjo8Pt27cJCwtDU1NTyPJUzIqtKlP2ypUrjBo1Cl1dXR4+fPi2b8lLoaurS3R0ND169EBLSwsnJyeOHTtGREQEBgYG3L59m127dtGvXz+0tLSoV68ehw4dwtHRkRYtWgDlMqqffvqpoPbysVAxy+t5qKioVMoUHjJkSKX95I7GisZ5ufKOnI+5VMfHxO7du2nYsCFBQUGUlpZibW1dSeFg6tSpeHl5kZaWxuzZs1m+fDnnz59n0aJFGBoa8sknn/Dnn39SUlLCpEmTcHV1JTg4mIULF9KjRw/Mzc2RyWR4eHgA5d9LXV1dIiIicHd3Z8iQIUJmT3Z2NhMmTODcuXNVls/r1q0bMTExSmNQ/K7KX1d0xIuIvAtIpVICAgKIjo7Gz8+P4OBg3N3dAYQANnt7ewwMDGjYsCHu7u6EhISwbNkyGjVqRO/evbG0tOTAgQNUq1aNlJQUdHV1+eSTT0hLS6O0tJTatWvTqFEjoXzhoEGDmDlzJk5OTgwaNIi0tDTq1atHbm4ukyZNIikpiS5dumBubo6hoSGnT58mNTUVf39/VqxYQUlJCUFBQTRs2PBt3jqRd4SKDvN69epRv359rl+/TmlpKefOnVPav6Ka2YdKVQpvckUPPT098vLy0NbWZtu2bUyYMIH27dsL+8v3++STT7h//76SSkWnTp24cuWKoOJYvXp1qlevTlRUFGZmZkC5U7hGjRrCed5nioqKmDBhAt999x0AixYtEsrPlJWV4eLiUqUz6UOlYtDVwIEDkUql+Pr6UlZWRmlpKT///DOxsbGUlpbSv39/7OzsuHfvHrNmzaJJkyZoaWnRu3dv+vbt+7aH88JUdCja2Njw9ddfP7fM0e3bt7GxsWHw4MHMmDGDrl27cvHiRcLCwvDx8WHAgAF4eHiQlJREbm4uZmZmxMfHM3bsWIyMjNi/f/8z7+fHhqIyZ/369ZVUZvLy8mjYsCEODg7cvXuX0NBQGjVqRFpaGnZ2djRt2hQ9PT0aNGjA8OHDMTMzQ0NDgxUrVvDf//4XFxcX/Pz8MDMz46effsLKygozMzOqVavG+vXr3/bQRUReOWLSk8jboCpbiGLQB1ClOpSiwqOiLQZE5afXwcCBA3n48CEGBgbPLSevSMXP5VXw1VdfsWzZMp4+fcqIESMoLCxER0cHa2trDA0NKSkpoUOHDkLZazc3N+rWrYtMJqNFixaEhYXRo0cPHj58yNChQ8nJySExMZGkpCThv33JkiV07tyZa9euIZPJ+Oabb/Dw8MDOzo6OHTvSvn17wf/h6+tbSVFURERE5GUQA3NEREREPgAiIiJo1qwZv/32G/v37ycoKIioqCjU1NRwdnbm0qVLStL+ZWVlXL16lWvXrhESEkJubi5ffvklHTp0QCqVcuzYMY4dO8bs2bMJCAiolBVbVabsggULWLhwId27d6+y1MW7jqqqKl9++SXm5uZIJBKWL18OQP369fH19SU5ORkfH59Kx1V0dLwv2RlSqVQMbBF5L7h48aLg3JP/vioqHGzcuJHQ0FAkEonSb1K+X7t27YRyAPISAlDuUFRVVaV58+ZkZWUJ7enp6UI2qqmpqVDTvKITU6Q8E/zy5cuCEpbI+4+i8bOqkohy56mfnx8ODg5oa2sjlUr54osvCAgIYNGiRXzzzTfExMTg5+dH7969qVatGvfv38fe3p7u3buzdOlSateuTefOnXn69CnTpk1j+fLl5OTkkJubS0pKCo8fP6awsJA///yTkydPIpFIqFGjBkVFRTRq1IgWLVrQuHFjunbtyv379wV1DpGPG0WH+ciRI0lJSUFNTQ0XFxfMzMzo2bOnUonFjwVtbW1SUlKA8pKOVlZWVQbrjBs3jhs3bhAWFoaDgwNQea7bsmVLEhMTsbCwICkpia+++gp9fX0GDhzI+PHjqV27NosXLxaUZ6o6z/uKurq6kiJgSUmJ4DiSl8b9mKgYdGVpaUlcXByjR48WlGFSU1OF/42srCzKyspo2LChUPLpfaSiQzE3NxdbW1vq168PKP93urq6Eh0djYGBARs3biQjI4PevXsTGhqKTCZjx44duLm5UadOHW7fvk3NmjUZNGgQOjo6jBgxAj8/P/766y/2799PVlYWqampmJqakpubS61atSgrK3tmgKFcDeZD41nKnFCuhFvVGrcqR+HkyZOZPHmyUpui0xfAy8sLLy+vf36xIiIi7x2v69kpnwN9LEHhb5J3UfkpODiYzMxMSkpKKgUdKeLq6oq3tzcGBgZCm7zs7IsmQb4uKv4n/lv+yZhKS0uFBM+wsDC6devGrFmz8PDwQE1NDU9PT6pVq0ZaWppQ9jo3N5fo6Gg+/fRTnJ2dSU5Oplq1auTm5vLTTz/x9OlTmjdvzpw5c4iLiyM3Nxc3NzelebympiZubm5MnTqVpk2bkpCQIPg/oLKiaJ06dV7ZfRIREfnwEQNzRERERD4AUlNT2bx5MwcPHqS4uJhPP/0UR0dH8vLyyMjI4NatW5Wk/RUzy3V0dMjOzubo0aN8++23xMbGcv36dZo0aVJlVmxVbZcvX6ZTp06oqakJtdjfBxQNqy4uLpXKRxw/flzpvUwmY8yYMaipqeHg4CCUlXBwcEBXV5cLFy68mQsXEflIkMvKDxo0SFCkqmjMCgwMJCkpifT0dCZMmCC0y/d7llPw7NmzdOvWjatXryo9E+VOx/bt23P69Gnc3d25cOHCK3Euenl54e7uTqtWrQgODsbIyIh69eoJwS2ZmZmsWbPmucabN82+ffuYNWsWX375JePHj1falpGRQWxs7HMDc+bOncuYMWPQ09OrtO1FDZ/BwcEUFxcL6i0i7wZlZWXs3r2bn376iZMnTxITEyNk/CuyZs0a0tPTiYiIwM/PD1dXV3Jzc7lw4QLff/89fn5+tG7dmtu3bxMYGMiWLVuYMGECXbp0oUOHDly6dImioiJ8fX2ZNWsWrVu3Bsqz56KioujTpw+TJk16G7dA5B3jWWpk7u7uTJo0iRMnTrB27VqgajWzD5U+ffqwYMECTp06hZras81AKioqrFy5ks8//7zKMqMAM2fOxMXFhadPnzJ48GDh2Z6bm0vv3r3R1NTkm2++oW3btq9lLCLvDhXnRSUlJYL6gomJCU5OThgZGXHw4EFUVVUpKipCRUVF6X9fXpbofeXChQu4u7vz008/PXc/xXslf52cnMzevXspKCgAyss4+Pn5ERoaSvv27dm1axfz58/H1tYWVVVV1q1bh6qqKvr6+uTn55OYmMjo0aO5efMmenp6bNy4kfj4eH755RdBUbd///6vb/D/j7ws0ouUk6jKASkiIiLyppHJZCxcuJDi4mIKCwv5+eefmT59OvXq1WPAgAE0a9YMb29voDwZoW/fvri4uJCRkYFEIiEmJgY3Nzdq1qzJH3/8gVQq5YcffuDu3buMHz+e/Px8Pv30UwIDA/H19eXq1avcvHmT0NBQGjRo8ErGICbb/Y93VflJV1f3tZVa+pAoLi5mzJgxwnxm/PjxLF26VJjL+Pv7Ex8fj0wmIzIyknPnzrFnzx6OHDlCdnY2Dx8+pLCwkDVr1mBsbExxcTFdunQhLS0NHx8f6tSpw40bN+jSpQuzZs1iwoQJhISEkJWVhZWVFcXFxfzxxx8MGDBAmJPl5eXh4+NDeno6mpqaANy8eZMBAwaQl5fHypUrgf8pioqBOSIiIi+DGJgjIiIi8gHQtm1bxo4dy/Tp0wGYN28evXr1wtXVFScnJ8rKyipJ+wcFBSkZQZs2bUpsbCxeXl4sXbqUevXqAVSZFVtVW4sWLQQntzwj90PkRZUEXgczZszAxcWFW7duMXPmTJKSknBxcWHgwIFCPV650SA6OrqSISEiIoLZs2djamoqGCAGDRpEVFQUANbW1hw8ePCjzCQXeXext7cnPDwcCwsLYUEMCOpfUF4+ysLCAgsLi5fqe9u2bXh6ejJu3DiqVasmtBcUFBAcHMzq1avp2LEjPXr0eKmgO3ntbD8/P6EtOTmZxMREtm3bRt++fWnVqpXwDJHJZEJwi66u7hsLyrl16xZOTk5C2UNHR0fBAJKdnc0XX3zB2rVruXTpEgcPHkRbWxsrKyulMomrVq0iISGBY8eOERMTww8//EBsbCwSiYS1a9eSkZHBw4cP0dPTExw38hKKcsOnvESSyPuHYokbuZH5k08+wdjYmEOHDj33WMUgX1NTUxITE6lVq5bQT61atfD29qZevXqsX7+eoUOHcvr0abS1tYXAnBEjRvxt+RAREYBly5YRFhbG06dPP8pyJLVr1yYhIUGprar5rLxt+/btAFhaWgrb5M9wqDqQ6erVq8Lre/fuCa/lShX6+vpKfYh8eJw8eZLvvvuOoqIi+vbti0Qi4euvv6ZPnz6oqKhgaGgoqJLKkUqlfPfdd5w4caJKddKK+0ZHRz83uOxN065du5cu23D37l26d+9OTk4OBQUFtGvXjlOnTjFu3DgcHR25cOECXl5eZGVlUb9+ffLz8xk1ahSXLl3iyZMnyGQy6tSpg4ODgxAQdeLECVauXMmDBw+4dOkSiYmJlUpUf/bZZ6/pLrx6XpViRXBwMGPHjv3glIPk64qUlBQWLlzIkSNHaNasGS1btmTt2rVvZG6teG+fF4QvIvKu8uTJE6KiotiyZQuRkZFkZWURHR2NqqoqvXv3JjIyEgA7OzssLS25ceMGhw8fVlIq69WrF4GBgQwaNIibN2/yyy+/4OXlRc+ePZk5cybHjh0DoE2bNqxbt+6VXv/7rkL4IXL48GEcHByQSCRC6ecZM2bQoUMHqlWrRk5ODleuXMHAwEAIrEpPT8fKygo1NTW6deuGqakpJ06cQE1NjWbNmvHzzz/z2WefsWjRIkpLS8nJyeHgwYNKtrH3hWepLe/atYvGjRtz6tQprl69yvnz5ykoKCA9PR0Af39/oDxx1tHREUNDQ3bu3CmU1Z4yZQrnz59nz549GBgY8NdffzFlyhTWrl3Lo0ePcHR0ZOfOnaioqBAUFESDBg3w8/NjxowZzJs3j8OHDzNhwgRcXFwqJSa0bNmSI0eOUFRUxO3btzl37hyrVq1CVVVV2Ef8LYqIiLws785qVkRERETkH2Nvb8+UKVOEya2lpSULFy5UkmFUlPafOXMmurq65OTk4OjoyKpVqzAzMyMrKwsVFRU0NTXp0aMHUHVWbFVt33zzDaNHj6ZRo0ZCyRiRV4uZmRkJCQncvn2bxo0bk5+fz507d1i6dKmS0aBv3774+vpWagsICODw4cPk5uZiZWVF9erVad68OWlpaZSUlGBgYCAG5Yi8c0gkEtasWVPltpiYGABWr15daZui01DRYaL4ev78+aipqVFcXEzbtm25c+cOe/fuZcaMGZw8eRKAwYMHA+UqDO3bt2fq1KkMHz6c9evXk5mZibe3N7NmzaJOnToYGBhw4cIFevbsSffu3YmJieGzzz6jpKQEU1NTfvzxR65cucKQIUOwtLTE0NCQ+Ph4Ll++zKNHjzh27Bhr1qzB29ubkJAQQkJC+PXXX1FVVSUwMBBjY2N69uxJly5diI+PZ+7cudjZ2b3U/VTMDnzy5Anz5s1j5syZREREUFBQQFZWFqWlpdy6dYvt27czZ84cbGxsGDFiBMuWLcPT05OFCxeybds2unTpwrhx4zh16hSlpaXY2tqir69P8+bN+fPPPzEzMyMkJITw8HBcXV159OgRq1atIjAwkPT0dLKysti4cSOjRo3i/v37AOzdu5ezZ88ydepUCgsLsbe357vvvnupMYq8OapSAIAXM07Jg3wHDhzI6dOnMTAwQFdXV3DoN23alOHDhwtBA2fOnKmyH8XyISIiz2LatGlMmzbtbV/GR0/v3r2fGcQQFhaGhYUFdevWFRTlunTp8oavUORFqFiKQDHoquLnO2DAAKE8qBzFfXr16sWhQ4c+uMAJOVXdq65duwrJHNu2bePo0aP8+uuvHD16FCMjI1q3bk337t2Jj49HIpGwbt06atasSVFREfb29tStWxctLS2KiorYv38/Z86c4eeff2bDhg14e3sjkUg4efJkpRLVr5KnT58yYsQICgsL0dHRwdbWtlJwtr6+Pt7e3hw6dIjq1asLAX9QHlhSca4XHBzM/v37efjwIf7+/pw+fVoIpFyyZIkQzPsyBAcH4+zs/MF9v0xMTDAxMRHey2Qyevfu/VKBOf82+Enx3v73v//9x/2IiLwtOnXqBJT/nlavXo2xsbHgbFdRUUFLSwsoL3uvrq6Oi4sLzs7ONG/enB9//FGpDyMjI65cuUJqaipff/01qampFBcXk5ycTJMmTUhISCAqKgpnZ2fc3Nzw9vZmy5YtqKqqcvz4cXx8fNi/fz937tyhfv36eHt7s3XrVnJycqhWrRr169fHwcEBHR0dnJ2d0dHRQUVFBalUiqmpKfHx8bi5ueHh4VHlWL/66iuhHFBFPtQAxrfBkiVLGDZsGGvWrGHYsGHcunULW1tbZs+ejZ+fH9WrV2fr1q00adKEunXrkpGRwZQpU1i8eDF37txBV1eXXbt20bRpU/744w+OHj0qlHUHCA8Px9/fn5iYGIYMGfIWR/rPeJbacnp6Oh06dCAkJIQNGzawbdu2KhPjatasyfnz59m5cycaGho8fvyYW7du8dVXX1FcXCzMi4qLi4UEotq1a2NnZ8e2bdtIS0sjPz8fLS0t6tSpg7m5OS4uLuTn5zNs2DBcXFwqBTzNnDmT0NBQLC0tsba2ZubMmVy9epVevXq9vhslIiLywSP+44qIiIh8AKioqLBs2TJiY2OJjY1l9uzZpKSkEBYWRlhYGFKpFE9PT+Li4jhz5gwjR45EVVWVgwcPsn37durWrcu4cePYvXs3AKGhoXz11VcANG/eHJlMxtGjR4X66lW1tWrVihMnTrBnzx6+//57goKC3s7N+IDp1asXR48eJT09HScnJ3bv3k2jRo0Eo4GWllYlQ4Jim0QiQVNTk6ZNmwqKBE5OTmzevJnNmzczatSotzY2EZG/o7S0FHd3dywtLQVZ/u+//56uXbsKgTsBAQFYWlrSvXt3oZSOVCpl1qxZmJqasnr1apydnTE2NiYnJ0fYbmZmxq1bt5g/fz63b9/G29ub/fv3C5nfFhYWPH78mC+//JIFCxawceNGmjRpQufOnVm2bBm7du3i4cOHPHjwgJCQEBISEkhKSmLQoEHo6elx48YNUlJSWL16NS1atKBhw4ZoaWkRGBiImZkZW7ZswcjISElhp6SkhKVLl3LkyBFCQ0MFFZ3s7Gx8fHzYu3evIJ/7sjx58oT9+/czcuRIXF1dOXnyJCoqKrRs2ZLr168TGRmJl5cX586do3fv3rRp04Zvv/2WNm3aMH78eFRUVKhZsyaBgYFkZWVRs2ZNDh06hJubG4cOHWLPnj3UqlULCwsLpUwimUxGt27d2Lp1K3Xq1OH06dMANGzYkH379qGnp8e5c+do27YtMpmM48ePExUVxePHj//ROEXePdavX09ycjIAQ4cO5fz581hYWHD8+HH27Nkj7PMiXLhwgcGDBzN16tTXdr0iIiL/HHn5yRcl7P/YO/O4GtP3j787SiqylCSNsi9jyTKppE5FiAiZLA1laWjsM3aSNQwzBpM18lVG2ZdBOppTZF9Kdkl2WpQ27f3+6Hee6VSYMdaZ5/16ealnOee+n55znvu+7s/1ufbuFZ7Nbm5un60oRy6Xi85AfwG5XE6vXr1wdHTk999/x8rKCgsLC44cOQKAmZkZHh4etG/fnoMHDyqda2NjIzi/9uvXj4SEhA/e/n+Cp6cnwcHBLFq0iKysLJo3b45EIqF69eqkpqaSl5fHsmXLWL16NT/99BPPnz/HxMREaQEYQENDAw0NDQDS09PJysqiSpUqZGdnCyWqT548KZSofpfs3buXpk2bkpOTwx9//IGfnx/3799HW1ub3Nxc7OzsmDt3LjExMVSsWJHq1auzZ88eEhMTGTx4MKNGjWLo0KGcPn2aXbt20alTJxYuXCiI5L/77juWLl1KVlYW/fr1o3fv3rRu3ZqQkBAAzpw5g1QqpWPHjoILhVQqZfr06cLc4OzZs0RFRWFnZ8fWrVvfWd9Lz0lkMhlmZmaYmZkhk8mEtpQ3/1C0/037LS0thfdTCLtK9m/y5MnMmjWLypUr4+rqyqJFi/D09KRLly6cOXMGS0tLYmJi6NWrF23bti3z2Ro9ejQ//PAD1tbWwnd1//79efr06VtdWzc3N2JjY3nx4gU9e/bEysqKcePGAcWL/gMHDhREeqKzgMinQnR0tPC/nZ2dkjClsLCQtLQ00tLSKCgooKCggIEDBxIQEEBiYiLnzp1Teo0rV65gbGxMkyZN+Pnnn0lKSiIjIwMdHR3Onj3LyJEjCQsLw93dnUuXLhEXF8fMmTP5/vvvqVq1KseOHaNatWrs37+fDh060KVLF6A49nrixAkuX74MwMqVK6lduzYxMTFkZGQAxXOqyMhI/P39yc3NLbev5Yly/P39hX+vG7M9ffpUcCx5E97e3shkMkGA8V+jadOmPH36FDs7O54+fSqUbWzUqBGtWrXi9OnT7NmzBzU1NSpVqkR2djZqampUqFCBuLg4mjdvzo4dO2jbti2pqamcPHlSEIAohCbp6env3H3pXXPy5Ek6dOiAra0tmzZtEtzcp02bxtq1a4WynM7OzhgbG3Pt2jXWrVtHamoq48ePJzQ0FBUVFdzc3DA3N+f06dMYGxujrq5O//796dChA/n5+cyfPx81NTWkUik9evTAwMCAChUqkJ2dzapVq6hatSpQnJD38uVLmjdvjpubmzAmqlixIv7+/owbN04QQH355ZcArFixAolEgpGRES1btuT48eNs27aNgIAAmjVrJry2v78/xsbGH/gKi4iIfO6IwhwRERERkQ/K3w3Si/yJnp4eT548QU1NjY4dO7Js2TIsLCzKBA2gbCBBsS0zM5OHDx+SmJgIFLsrHT9+nOPHjyuVKxAR+dTYt28fenp6hIeH8/vvvwPw9ddfc+LECWEhf/z48YSHhxMYGMiyZcuEc52dnYmMjGTatGksX76cw4cPY2xsLJRCkEgkehm26QAAIABJREFUjB8/XikoVbt2bX7//XcqVqxIREQERUVFGBgYoKmpiZqaGsePH6d58+ZkZGSwa9cuNDU1OXnyJL1796ZKlSqkp6cDcOvWLWrVqkVqaqqwcJSYmMiGDRvQ09Njw4YNTJgwgbt37/L48WOhzYmJiRgZGaGmpoaxsbHgKFOzZk309PSoU6cOqampb3UtFQs7d+/eRUVFhd69e2NpaYm1tbUg6tPQ0FAKThYVFbFhwwby8vJQUVEhOzub5ORkjIyM0NHRYfDgwZw7d46uXbvyyy+/YGhoiLGxMVWqVCErKwsoFlIYGRkBoKOjQ2xsLPBnkEnRp7t37+Lg4IC1tTXXr1//7Bbc/itIpVJBTObm5saIESOA4oBs586dhX0KZwS5XE6FChVwcnKic+fOqKmpERQUREREBKtXr0YikSCVSjEyMkIqlQpOS+VRWFgolA/5uyXsRERE3h9vElso2Lx5s5DlffToUe7fv8+RI0dwdnambdu2wsLOyJEjuX79OlC8GLVjxw4SExPp1asXNjY2eHp6foxuirwjcnNz2bdvH8uXLycsLAy5XM6PP/4IFI+DZs2aRXh4OD4+Pkrn2dnZ8ccff5CWlkZeXh56enofo/lvjaLEtIeHBxEREWUc52JjYzE0NGTcuHFMnDgRQ0NDWrduLSwAX7t2DYChQ4dy584drKysOH78OObm5gBoa2sLGelXrlwRSlS/S+Li4rCwsCA0NJS5c+eSkZHBvn37uHLlCqqqqkgkEp4+fUrbtm1JSEggODiY4cOHExUVxdq1a/Hz82PKlClYWVlx5coV1qxZw4wZM3j27Bm5ubm8fPmS9PR0tLS0mDx5Ml988QWHDx8WSqF5eXmxf/9+Tpw4QWBgoLAYXXJuYGpqiomJCceOHeObb755Z30vPSdRONUePXpUqRxbefOPkqXc3rS/PBT9Uwh4cnNzWbt2La6urrRs2ZLQ0FDq16+Pm5sbzZo1IyIigrNnzyp9tpKSkpg5cyY//fST4MiblZVFZmYm+vr6/+jarl+/HhcXFyIiIsjKyuLMmTNAWRG+iMjf4X3FENXU1OjWrRu+vr7Y29sr7fPy8sLe3p4uXbowZ84c0tPTsbOzo2PHjjx48EAQSIaHh9OpUydat26NoaEhM2bMYO7cudSuXZvq1asTHh5Ou3btCA8P55tvvuHcuXPcunULCwsLVFRUhH/JyclkZGQwePBgQkJC2LFjB2fPnuXEiRN4enqSn5/PihUrOH/+PC9evKCgoAAjIyOioqJYtGgRHTt2REdHh4SEBJYsWULHjh2xtbXl/v37wJ9iv5Iiu4iICOLi4t4oYCyv1Pab/ib/JmHO37n/mjVrhoWFBVu3buXhw4dCKaacnBwmTJhAhw4d2LNnDw8fPiQ7O5tKlSqRl5dHQUEB9erVQ0dHh2XLlpGeno6amho3btygXr16gLI77afOoUOHWLJkCWFhYUL7ofj+Mzc3JzAwkOzsbIKDg+natSu5ublC8qiJiYmQ3PXy5UsyMzMxMzPDwMCAihUrsnz5csLDw1FRUaFKlSpoamoKScoJCQkYGxvTsWNHNDQ0SEtLA8DQ0BA7OzsqVqzIyJEjuXLlChMnTkRdXR0zMzNGjBjBunXr6N69O+rq6uX26VXfASIiIiJvgyjMERERERF5L0RHR9O9e3dsbW25ePEiNjY2ODs74+/vX24GWGRkJB07dsTGxoagoCCKiooYPXo0tra29OjRg5SUlI/Uk4+LXC4XsgssLS2pXbs2LVu2xNjYmMTERCwsLMoEDaBsIAGKLTitrKyYO3cu+vr6QLEgoVWrVrRs2VK0rhX5pFEEsADhXm3RogXq6urC71u3bsXKyooRI0YoiVwUxzVt2pRatWphYGCg9J1iaWmJXC7HyMiIx48fU1RUxJMnT4iOjhYCIKqqqsTFxQEIgYI6depQVFTErFmzyM7OxtHRkWvXrpGenk6HDh2oWbMm06dPx9fXlwMHDtCqVStUVVWpXbs2lStXplatWujp6fHrr7/i5uamZEdcs2ZN4uPjycvLIz4+XsjI+bvlgspDsbBTo0YNkpOTOX78OJmZmcJrpqWl8fLlyzKv7+joSEFBAVWrVsXc3JyNGzfSuHFj8vLyyM/P5/Lly1SuXJmNGzfy6NEjIiMjycnJISsri+HDh6Oqqkp8fDwAz58/p0GDBuX2ac2aNUydOpXw8HAaNmwoZtZ+5uTm5tK7d2+6desmLCSNGzcOKysrevbsKYjOnj17hpOTE9evX8fS0hIPDw+qV69O1apVOXToEAMHDqRWrVo0btwYe3t75HI5vXv3xtHRkY4dO5KRkVHu2GH06NFcuXIFKM5827Vr10e7FiIi/wVeJ7ZQ4OLiglwu59ixYyxbtoy6devSrVs3VqxYQfPmzYXjnJ2dhfI3R44cwcHBAW9vb8zNzfnjjz+oUqUKp06dKtOGknONv4NcLsfJyUkQrAYGBmJnZ0ePHj149OgRNjY2WFpaCoKgJ0+eYGhoiKGhIY0aNaJ27dqYmprSp08fYmNjsbCwwMbGhkWLFgHF8578/Hyl95wwYQIFBQWCGKk0qamp7N69+63686nTtm1bkpKSuH79Op07d8be3p4nT55QVFSEjo4OdevWRUtLS8l9D2DQoEEEBQWxZ88e+vTp85Fa//asW7cOKysrFi1aJJQdcXNzo0ePHgD89NNPXLlyhaioKOLj45k5cyYdOnQgJyeHBw8ekJycDBSXfBw/fjz5+fkUFhYyc+ZMpFIp48aNQ0tLq0yJ6ndJvXr1OHPmDM7OzsydO5d79+5Rv359Vq9ejVwuZ+LEidSuXZtLly4J5WGKiop4/vw5o0aNwt7enipVqvDbb79RVFTEiBEjWLJkCWlpaSQmJlKpUiXMzc2JiIjA1NSU8PBwpfF7dHS0INB7+vSpkHRSem7wPig9JynPqbZkW141/3jTfig71i/dPw0NDSpVqoS2trbgnlGjRg0OHDjAwYMHyc/PL/PZ0tPTE9wCFN+xhw8fFhxJ/8m1vXPnjlByrH379q8U4YuIvIk3CX3Hjx+PtbU1nTp1EsQnr3NaKw8TExOOHDmCXC6nXbt2BAQECPu6du3K6dOnOXPmDF27dqVatWpEREQQGRnJ4cOH0dTUBOCHH37g+PHjQkJCzZo16dy5Mz/++CMpKSlIpVJcXFzYv38/S5YsYc6cOTRp0oTTp09TtWpV4XOpqqrKrFmzePToEdHR0YSEhGBhYYGlpSVpaWmkp6eTl5dHu3btMDIyYvXq1cTHx5Obm8u0adP46aefhPLSYWFhREZGMm/ePGbNmoWNjQ2XL1/G09OToqIiTp06RfXq1Tl48CD169enadOmqKiocODAAdq0acPu3buxt7fH0tKSzMxM4uPjcXV1Fa6xwnHryJEjWFtb0759e/73v/8pXdv169ezdetW7OzsWLJkiZBYtXfvXpYvX/4P747y8ff3Z/HixX/Z3adkrLW8fX/X1U8qlbJp0ybmzZtHgwYNUFNTQ1NTk+DgYAwMDNDW1uby5cucOXOGZs2aMWzYMLp3786OHTvIzMzk+PHjnD9/nitXrnDr1i1u3rzJpUuXePjwIVBcxqpz586cPHnyHVyt94vCGfCbb74pk+ylQFdXF4lEQrVq1cjOzmb16tVUq1aNoKAgKleujFQqJSMjQyjj3rFjRxITE4mOjqZJkybo6uoSFBRE//79sbKyIiUlBTs7O3JyckhNTeXOnTvMmTMHJycn+vfvT0BAAHK5HF1dXW7fvk1MTIwghtXR0cHNzQ0XFxf27dsnlCHNyMigoKCAEydOvPI7QMHbzj1ERET+m6h+7AaIiIiIiPw7yc7OJjQ0lKCgII4ePUpCQgIymYwKFSqwadOmMsdPmzaNffv2oaurS2FhIQcPHqRu3bqsWbOGw4cPs3btWqFs1n+ZkiU+Hj16BBTbmXft2lXpuK5du5bZ1qtXL3r16lXmNVVUVBg0aNB7aK2IyLtDEcDq2bOnkLVUOmvI19eXS5cucefOHUaOHClsVxz3KlFL79692b9/P6dPn0Ymk9GyZUu6detGfn4+jo6OAOTn51OvXj1BWFISIyMjNDU1hVIDVlZWqKurs3nzZpycnCgsLERVVRV3d3d69OjBzz//zNdff02bNm3Yvn0706dPJyYmhpiYGFavXg0Ui3/GjBlDp06dkEgkb8yg/TsosgOzs7P5/fff+fnnn4VA5MaNG7G3t6eoqEh4TxMTEzp27EjDhg0JDg5m6dKlqKiosGfPHurWrQvA/fv3qV+/PlOmTKF3797k5uaira1N69at6dKlC7NmzUJXV5dBgwbxzTff0LVrV8zMzMqtHd6jRw/GjBlD8+bNqVix4jvrt8jHYe/evZiamjJz5kw8PDxITEwkMzOTiIgIAgICWLt2LS4uLkDx57JZs2Y4ODjw8OFDUlJScHNzY/z48QwZMgR1dXWhrIWCAwcOsHDhQo4dO4ZEIikzdlCUbFywYAGHDx8WynaKiIi8H0qLLQASEhIE4WeHDh3IysoiNzeXjIwMUlJS6NmzJ9ra2kqvc/r0aUJCQrh8+TKNGjWiSpUqaGlpcfXqVXbu3ElISAgZGRmYmpq+0/YXFRWxb98+Fi1axNmzZzl27BgeHh48evSI0NBQVFVVcXV15fbt2zg6OhIbG8u+fftYuHAh2dnZQqB+x44deHh44Obm9lqB6YoVK17bHoUwp2/fvu+0n58CEokEXV1dWrZsSUhICBUqVBCc+Z4/f87Dhw+pUaOG4P6poH79+jx+/Jjg4GC2bdv2kVr/9kyYMIEJEyaU2a5YCAK4ePFimf3llUibPn16mTmyu7s77u7uQHGJ6veBk5MTc+fORSKRYGVlxb179zAyMmLMmDEYGRlRVFSEm5sbz549Izg4GFtbW3bv3k2NGjXYsGEDjx8/5vvvv2fixIlUqVKFTZs2cfbsWXJycqhTpw4VK1bEwcFBcNRZvHgxs2fPFj5Lbdq0YefOnWhpaZGXl4eamhpQdm6gpqZGQUGB4JL5Lig9J1E41QJK9+qb5h+v219UVEROTg43b95Ueu9XOSaoqqoK8yNVVVW0tbXZsmULLVu25NixY0qfrZKLpO3atWPSpEkkJiYKAsp/cm3r16/PhQsX+PLLLzl//jwjRozgxo0b7ySxQOS/R25uLocOHcLW1pawsDAKCwvp3r073bp1w8fHB01NTWQyGevWrWPhwoWC05qOjg729vb07Nnzo7Tb1taWIUOGsHfvXgBu3ryJj48PGRkZTJ06FRMTE4yMjFi8eDHXr1/n5MmTNG/enAULFvDdd99RWFjI/PnzBeeUnJwcKlSogJGRESNHjsTd3R1/f38MDAxISEhgz549gnDg8ePHtGrVCigWx82ZM4fQ0FCkUilpaWk8ePAANzc3vLy8MDAwENqcmppKWFgY27dvZ8uWLRw9epRFixYREhIiiO3gT8ctQ0NDsrKyhJiJVCplyJAhwnEeHh7Ur1+fBQsW8ODBA2bOnEmPHj3YsWMHS5YseW/XXl9f/5WOq3+X191/r7rXFi1ahLm5Of7+/oIwsk+fPly4cIHt27cTFBTEvXv3WLRoEU2bNmXFihVkZ2ejoaHBrFmzsLa2plGjRsI5v/32G7t27cLc3BxTU1M2bNjAokWLXlmy7FNB4Qz4+PFjhg8fLtxr8fHxFBYWoq2tTXZ2NoCQ/FYelStXFsqfnzx5kurVq2Ntbc3Vq1epU6cOtra2rFy5UnAGbNKkCa6urkI53Pz8fGJiYt5KrFtYWPjGMbqIiIjI2yIKc0RERERE3guKUikmJiZs2LBByJQrSemgjK6uLlAcpL1+/Trbt28nJCSE/Px8wZr7387jx48ZPHgwSUlJgk1nac6cOcPUqVPJy8tjxIgRuLu7C5agMpmMUaNGMXz4cKA4wCuTyV4ZjPTy8uLevXt89dVX77VfIiL/lF69enHgwAGsrKyoXLlyuceYmppiZWX1t0vb7Nmzh+rVq7N69WpGjRqFm5sbwcHBgpCkU6dOjBw5EqlUir+/v1CjPTU1lfnz5+Pt7U1GRgb16tUjNDQUAJlMhp2dnXCssbExMpmMBQsWIJPJUFFR4ezZsxw5coQOHTootUchkhk6dChDhw5V2qcoCwTFmVxvg4mJiZDVV/L9oHxRX8mFIAcHBxwcHJT2Hz9+XOn3iIiIV55/6NAhpX0lA2fe3t7Cz926dXvlcSKfF3FxccKYoF27dqSkpChlU4eHhwvHtmjRQsiKf/jwIVKplLt375KVlUXbtm25c+cO9vb2xMbGUqtWrTIZ2M+ePSszdujYsSPe3t7Ex8dTu3ZtKlWq9OEvwn+MqKgoLly4wPDhw7G0tFT63hL59/M6sUVKSgorV65kypQp+Pr6sn79ei5evMiAAQNYuXKlsKhdVFTEjh07hPtowoQJVK5cGVtbW86fPy/YzB8+fBhPT09WrlyJuro6O3fuVBL4jBs3DgsLC1xcXPD09OTmzZtoaGgQEBBA9erVy22/4nvFwMBAsNU3MDDg9u3bLFq0iNTUVOLj4wVnvvKcICZPnky/fv348ccfmTRpEoGBgWzfvp2EhARmz56tNF5XjNUVnDx5kokTJ6KlpYWrqyuxsbHCotqOHTuENv1bkEgkTJo0CTs7O1RUVGjevDm//vorurq6eHt7ExUVpVQeSIGDgwMymUxwFBT5sKirqxMYGMiQIUPIzs6mVq1auLu7k5WVRU5ODpUrV0ZNTY3Jkyfz4sULYay5Z88eJk6cKJSkDA4O5uzZs4wdO5bCwkJq1KjBt99+C/xZJtPS0pLZs2crvf/cuXPp1auXcM6r3PB69OiBk5MTI0aMUBL1/hNKz0kUTrVFRUXMmzfvnbyHm5sblpaWZcbDr8LMzIyAgADmzZvHF198QVxcHM+fP2f58uVlPlul6dChA6dPn6ZOnTrA211bBR4eHgwaNIgNGzbQqlWrV4rwRURAebxYHq8T+i5dupRjx46Rl5dHs2bNAASnNaBM7LE0JYWQb0t5YkkojoXGxMQobSstxly4cOFrnV2WL1/O/PnzcXNzY/DgwYwcORIfHx/69OlDXl4ed+7cYeDAgXz55Zf4+PgQHR2Nn58fxsbGgjvu+fPnqVOnDs7OzsTExAjOK4p5mSKmoqqqStOmTZFIJBgYGCiNg0q7eJV03Lpw4QJz584lLy+Pq1evvrIvX3zxBc+fPyc5OZnU1FTh/HdBbm4u/fv3Jycnh+rVq9O1a1dcXV3ZtGkTffv2JTMzk5o1axIcHExkZCRTpkyhYsWKjBo1ilq1ahETE4OjoyPPnz8nJCSEtLQ0IR6rpqZGUlISly9fRl9fn6KiIrS0tFizZg3Pnj3j119/5cyZM1SoUIEzZ84QFRXFpEmT8PDwUBIjNm/e/JXXNjMzUxB/P3v2jEaNGtGoUSPhnDp16hAbG1tmPq1wixw7dqwQb/qUWLduHbt37xbEaP7+/jg4OFClShViY2NZvXo1WVlZODg4kJ+fX8Z9RoGGhgaamppoa2tTvXp1IiIiMDIyYvPmzezdu7eMM+CMGTPw8PDgxYsXSCQSNmzY8Np2lnf/2NjYoKOjg4ODA//73/+QyWSMGzeOa9eu8fz5c7766is6dOjAtm3bKCws5PHjx4I7HJQfrxcREREpjSjMERERERF5Lygmg9HR0djZ2SlN1MrLAFPUVdbR0aGwsJAmTZowZMgQvv/+ewDy8vI+bAc+Erq6uoSGhnLixAnGjBnD7du3yxwze/Zs9u/fT5UqVejSpQuDBw8Giuu+e3t706VLl1cGN0rzroKHIiLvG4lEgp+fX7n7FAKV8ibeJcUrJReHS/68dOlSJfHaXxWSODk5IZPJWLJkCevWrePUqVPCor8i0FfyeMW2KlWqEBQUVG5fRET+bdSrV4/o6GgcHBzYvn07NWvWFALB58+fp0GDBjx8+JCYmBg6dOjA5cuXgeIF92vXrjF37lwCAgK4cOECAFevXhXEbKUzsMsbO6ioqGBqasrkyZP/8rNR5O3w9vYWFjpMTEw+dnNEPiKvElvo6+sTHBxMTk4OAwYMoEGDBlSrVo327dujra3N7NmzKSgooHbt2ty/f5/OnTvz/Plznj17hp+fHz169OD8+fP06dMHiUTCwIEDWblyJc2bN2fjxo0EBQUJjnnjx4/H3NycAQMGcODAgb/sxFnye6Xkzw8fPsTJyUlYJFMkGJTnBGFhYcG5c+do2bIlmZmZzJw5Ez09PfT09N44Xj906BBLlixBKpVSVFTEvXv3uH//vpKI9t9AyUXR8kS/qqqqbNy4UWlbyTGd6Pj58Slv8dnOzg5VVVVGjx5N/fr1MTY2Vrp3TU1NOXbsmNI55W170/j9Tecofi7Pncjf35+WLVsKGfUliY+PJy4uDltbW54+fYqfnx8zZ85UOqa8OUlpUfub2v+m/SNHjlRy/yx9TlRUFIAgtHd2dsbZ2VnYf+jQIa5evVruZ6u0WHbp0qVKv7/NtS0pevqrInwRERMTk9eOF18l9H3+/DlyuZzjx48TGhoqfMe8zmntc6O06w4ou97u2rWL9PR01NTU6Nu3L8nJyQQGBqKvr4+NjQ0WFhZUrFiRjh070qhRI5KSkjAyMuLSpUtER0fj6OgolL+ztbVl48aN7Nq1Cx0dndc6XJV0Hlm6dCkbN26kTp06NGrUSOk4haOWgl69ejFq1CjBjfhdUdqZVcH9+/fR1dXl4MGDQh9Ku7QrkolKuq92795dKR6bkpJCvXr10NXVJSQkhJcvX2JjY4O+vj6WlpacPHmSwsJCvLy8aNmyJWFhYXTv3p0BAwYIbSk9rpTL5fzyyy8UFhby448/0r17d548eUJmZiZbtmyhU6dOFBYW0qtXL54+fUpWVhZ9+vQhISEBgEuXLgmv9ymKcqDss1fhjvsmFH1UjC3c3NwIDAykYcOGSse9yhmwZs2a7NmzR+nY1z13yrt/Srr9K0q0+fr6kp+fT+/evZk8eTJNmzbFw8OD6dOnC2IrBV5eXmXi9aILtIiISGlEYY6IiIiIyHuh5KRx+fLlSsKc8jLAfHx8cHR0RF1dnVGjRvH1118zbtw4bG1tgeKBfXllmP5tJCcnM3r0aCEouHTpUvLy8ujbty8xMTE4Oztz5swZOnXqxN27d8nPz2f37t0APHv2jNGjR3Pt2jVkMpmQVQSwbds2zpw5w5w5c+jbty8qKiq0bNmSlStXfqyuioh89qxfv57IyEhOnTrFpEmT6NatGxKJhE2bNlGnTh26detGXl6ekKX14MEDhg0bxo0bN2jTpg2zZ89m7dq1ZGVlERISgpaW1ntv87vIDhQR+Ts4OTnh7OxM165dycrKQltbG3V1dTp16kSVKlXYtm0bV65cKXNeq1atBPerqlWrcvXqVeRyOe3bt2fx4sVCpmBJevXqVe7YYfDgwUilUn777bf329l/KXK5nBUrVlBUVCSMUzZt2oS6ujobNmzA1dWVvLw8cnJykEqlyOVywSFM5L/Fm8QWERERaGhoCNb2tWvXZtOmTQQEBNC5c2cGDBjArFmzWLJkCZcuXRIW4u7du8eSJUvYvn07Y8eOxdramoCAAAoKChg3bhwxMTGkpaXRp08fAG7dukWlSpUEC/p34cQpkUhYvny50iLZq+jYsSP9+/fn+vXraGlpYWFhgaqqKvfu3aNFixaoqam90lbf09OTBQsW4Ofnx9ixY9HT0/vbbf234+vry549e8oIAKD4e3/58uVl3BKioqIoLCxUKsnh7e2NpaWl0pxJ5J/Ro0cPMjIyaNiw4SfrePs6F8b4+HjCwsKwtbVFX1+/jCjnc2DXrl38/PPPYulOkU8exXjxwIEDtG7dmujoaLZs2ULdunWZMGECKSkppKWlMWnSJGrUqEHbtm0xNDREIpFQuXJlqlatipGREQUFBSQmJpKcnMxXX31FQUFBGWHn50Zp4aNcLi/jepuenk7Pnj3LCHdLlji8dOkSQ4YMoUGDBmRmZvLzzz+zevVqunbtKsyzhg0bRlxcHP369ftbjrx9+vShd+/emJiYlHEhbNGiBdOnT8fFxYWgoCD69+/PpEmTWLNmzd+9FK+ltJOMgoYNG9KyZUsGDx4slOwDZZd2RTvhT9fDkvHYBw8e8PTpU/r378+aNWuwsbHB2NhYcGXavXs3UVFRBAYG4uHhQXZ2NlZWVly+fJk7d+5gZGRE5cqVkcvldO/enadPnwqiz9u3b9OwYUNevHjBrl27aNmyJRkZGVy+fBkfHx9u3rxJcnIyWlpavHz5krp16+Ln50dsbCxGRkb88ccfzJw5ExsbG06cOIGbmxtVq1blwoULdOnShTlz5nDmzBlGjx5NkyZNuHnzZrklMv/rlHf/lOf2D/D9998zfPhwmjZtChT//V++fCkkyiqIjo4W1i6SkpJITEwUHOlEREREFIjCHBERERGRd4picn3w4EGl7SUni+VlgHXs2JGTJ08qbftU1f/vk23btuHk5ISxsTEDBw5kw4YNrFy5kqNHj5KXl0dQUBA9e/bkxYsXPHz4kLy8PBwdHalYsSLz58/n6NGjODg44OXlJQSZt2/fztmzZ1m5ciUymQypVIq3t7dY311EhLcvBwV/1k53cXFh9erVyOVyrl+/jo+PD2vXruXgwYNCvfCwsDAaNWpESkoKCQkJ5dZv79u377vrmIjIJ4KKigoSiQQVFRXq16+PpaUlFy9eVNpuaGhI586dWbBgAXK5HDc3N4qKitiyZQsZGRn8/PPP2Nvb4+bmRuXKlXF0dMTb25vQ0FBOnjyJq6srw4YNA8ofO6ioqODi4vLKso4if1JYWIiHhwe3b99GU1MTKysrtm/fzv379wkLC+Pw4cNMnTqVQYMGsWfPHq5du0ZhYSHa2tqCTf67tKgvSXx8PLNmzfpbziElXXxEPj6lre0TyiWWAAAgAElEQVQjIiKURHqKUlClHXcaN27MunXrhJKv+vr6QLHYIjMzk4iICDZs2MCjR48AaNy4MQMHDmTy5MksW7bsLztxlrxXynN5mDx5crnnlD5eT08PdXV1evbsiZeXF05OTowePZp79+4pZU6XR/Xq1fH19RXESxs3bvzsM//fhtKuHvn5+cJ3uKenJ56enuWepxBjlSYqKor8/HxBmFNYWPjK9y4sLHylcErk9YSEhLyz11J83vPy8mjVqhWurq5KZd6srKwYMmQI6urqdOnShRkzZrBkyRL279+Puro6/v7+glPWli1b0NDQYO3atfz2229YWlrSvHlzpdf39fWlf//+aGpqcurUKfz8/IRnTkBAAKtXr6ZChQr4+vrSunVrzM3NadeuHSdOnGDx4sV/uezU+6Zfv37vrGyXiMiH4MGDB4wePZpvv/2WLVu2CGXSFDErRVLZH3/8QXx8PN7e3hw8eJCGDRty6NAhDA0N+f7776lbty7R0dFMnTr1lWUf3dzc8Pb2xtjY+MN28iNRnrNZaYcv+DNe+6pxkGJ/yWfzsGHDhPmXgpLuJKXLW3ft2lUQxrwrSjqzXrp0SShplJOTw8SJE5FIJNjb2zN48OAyLu1Q1vVQEY8t6Y5oZmZGRkYGCxYsID8/n06dOqGqqoqnpyd3796lV69erFmzhp07dwpOQRoaGri6upKenk6zZs04fPgwQUFB3L17F4BKlSpx/vx55s6dy4kTJ1BTUyMjIwMDAwNcXV05ceIE3t7euLq60rhxYyQSCVKplMWLF1NYWEhhYSFqampK10IqlfLLL7/QoUMH5syZw/z589m/fz/Vq1fHyMjonV73D8WrysW9K8q7f8ob/wUGBqKlpSXE627cuIGfn1+5Atg2bdqwc+dOtLS0yMvLK/N3EhEREQFRmCMiIiIiIvJJobCsrVq1qlDqo1atWshkMrS0tKhQoQJz587F3t6e3r17U6NGDUHNr6Kigra2NqqqqkoBfB8fH2ECbW1tTUREBIMGDaJ79+588803H76TIiL/j7+/P0OGDPnsFz+uX7+OXC4Xgli1a9d+Y73wN9VvFxH5t1DaIjoxMVFYSA8ICGDt2rXl2lu7uLjg7u7Oixcv6N+/P/b29kCxkHf16tWCq4ai3MurOH78OFOmTGHLli3vrY//Jvbt24eenh4bN26ksLCQ7OxszM3NCQ4OZtmyZXTp0gUtLS369OmDpqYmmzZtIjMzExUVFZKSkkhKSnpvwhyRz583WdtXq1ZNWPwp6bizYsUKrKysBEHPpk2bcHZ25qeffiI2NpZu3brxxRdfKGWkDh8+HB8fH5YsWcKUKVM+uBNn7dq1admyJcbGxiQmJmJhYfGXXLtKi5f09fV5/vw5zs7OrF+/nho1arzXdn9KrFixgsWLF1NUVISHhwcrV66ksLCQqVOnMmvWLOrXr09WVhaFhYXo6urStGlTjh49Snh4OKdPn2b+/PlkZ2dTr149JBIJGRkZTJs2DWdnZ06dOkVaWhqHDx9GQ0ODKVOmULVqVSpUqICnpyfdu3f/2N3/z6Mo8ayqqoqrqyu//vqr0nPfz88PDw8PQcz79OlTjh07RmRkJCdOnMDHx4e5c+eyY8cOIiMjqVChgpIgq/Tr3759G319fXr37s2CBQuIj48HoKCggJUrVxIZGcmjR48YM2YMBw8eJDk5GS8vL/Ly8hgzZswnI8wREfncaNasGaNGjSI+Pp7U1NTXxqxKjvn19PSEMef169eJj49HKpWSkZGBqanpB+/H+6Q8kXnpUoEfE0tLyzKCWgU3btxgxIgRLFq06J2/b0ln1pKuPffu3WP48OHk5+dTv3599PT0yri016pVq8zrlVdCrCSqqqoMHTqUyZMns23bNkF0MXfuXHr16kV2djZ3796lcePGxMfH06hRI8GRxcTEhNDQUIyNjdHT00NVVZW6devy8OFDhg4dSkJCAvXq1aOoqIiioiISEhJQU1NDVVWVtLQ0+vXrx65duygsLCxXfKmILWloaACQlpYmfD5Klxr7O5w8eVJJFBsVFUVUVBTa2toEBgYSEBCAkZERjRs3xszMjOTkZObMmUPPnj0/+c/hq+6f0syZMwcDAwOkUindunXj9u3bPHjwgM6dO6Ovr8/27duFYxX3QmFhITVq1GDXrl0foisiIiKfGaIwR0RERETkvbBx40ZhEeyXX36hbdu25W77EHxOWY+KjBa5XI6Pjw9SqZSEhATq1q0rZAebmpry5ZdfCur8bt26cfz4cTp27EhaWhr79+9XCgxu2bIFV1dXdu7ciYqKCvPmzQOKJ4aiMEfk7/IuP0/+/v64urq+8fU+1c+wIiOqSZMm2NvbC04deXl57N+/n8aNG7Nt2zZmzpwpBBFL1xhXIDpYifxbKW0RnZKSIjz/27dvT3h4eLnnhYSE8MsvvwiBSQUKm+nS5V5eFfjr1KlTuWWvRMrn1q1bWFhYAMWuJVu3buXXX3/lxYsX1K9fXziuXbt2hISEcPfuXfr06cPMmTP58ssv/9F7v8kdQSGqyMvLY+jQoXz77beYmpry9ddfc+7cOaG8UXp6OlKplIoVKxIfH0+nTp2EkjW6urpcuHCB4cOH/6O2inxYXifoKW8hSLFNUcoBPrwTZ0kxoMLJp6RLn+Jnxf+KLPPOnTsr9TU+Pp6aNWv+rcU3uVyOXC5Xylz/XMnPz+fp06fo6ury7Nkz8vPzqVu3LtOmTePJkyfcuXOHixcv0rdvXy5evIi5uTmbN2/m1q1bXL16FR0dHUJDQ1m5ciW9e/dm8eLFdOjQASMjI3Jycnjy5AkjRoxg2bJlrFq1qtzyWCIfhtLPADs7O7777jtyc3N5+fIlwcHB+Pn5MWDAABo3bkxWVhatW7cW3POaNGlCdnY20dHRTJ48mWvXrlGrVi1at25Nt27dCA0NRSKRsGXLFszMzPD09GTv3r3k5eWhra3N48ePy21XYmIiRkZGqKmpYWxszIsXLwCoWbOmUGpO4fb1MVGUknxVObdX8boFdZF/D2/jOggfJpEmLS2NWbNmsWvXLnJzc2nXrh3/+9//qFu3LnXr1mXTpk3cunULKC6XZ2pqSnx8PHfu3AHAzMyMrKwsevbsyYoVKxg+fDirVq3i2LFj+Pr6cvfuXQYOHIi+vj4ZGRnvrR//Rt5FHKZp06bv7TtGXV2dAwcOKG1TOP0cP35caXt5Lu3luQOVdhgqeRzAiBEjGDVqFGfOnGHTpk1AcYz22LFjLF++HB0dHcFxx9raGh8fH6C4xFGDBg0ASEhIoKCggAcPHqCrq8vy5ct5/Pix8EypX78+oaGhHDt2jOTkZGrUqIGDgwNOTk6oqKgwZsyYMm0s7cioeK5Vq1aN2NjY8i7fX+LQoUOCKPbcuXNERkYqJdjY29sTHBxMUlISX331FdeuXSMqKorZs2e/9Xt+KF53/8CfY/S/cv0U97jiXhARERF5HZ/eCoeIiIiIyGdPamoq+/fvJyIign379jFv3jySkpLKbHufyOVyevXqhaOjI4GBgZiZmdGxY0eio6MBMDc3Z8yYMZiYmHDkyJH32pa3RU1NjW7duuHr6ys4BSjw8vLC3t5eqB/8qm1QLMCZPHkyQ4YM4ezZs1haWtKhQweh1NV/maioKPz8/P7Ssd7e3shksjce5+/v/94tV983crkcR0dHunfvjq2tLRcvXsTGxgZnZ2f8/f2RyWSYmZlhZmYmXBOpVMrMmTNp3749GzZswNXVldatWwuW9qXPOXv2LFFRUdjZ2bF161ZiY2Oxt7fH2tpaqJ3u5ub2SWegtmjRgsjISBYtWoS+vj5SqRQbGxs2b95Mhw4d2L9/Pz179hQybkVE/osoLKIBLl26hEQi4cKFCwCcP39eCFCWxsfHh8OHD7Nv3z6lgLDiZ0W5lyVLlig980T+GU2aNOH06dNAcTDe19eXFStW0KNHDyUBoeLvUKNGDdatW4eTkxNJSUn/6L0V7gUnTpwgLS1NcEcICwvD3d0dKBbluLm54eHhgbW1NRs3bqRLly507twZqVTKzp072bhxI1OnTuX8+fNlytWYmJiIohwRkc+Ixo0bc/PmTdLS0tDX18fQ0JDMzEwSEhLQ0tLCwMCALl26oKGhQaVKlVBXVyclJYW5c+diZ2eHvr4+06ZNE4QTenp6JCYmsn37dvz9/dm8eTOtWrVCS0vrgyWNiJRP6WfA9u3b0dHR4fnz57Rr147du3czf/58KleujKamJsuXL0dNTY3Nmzfz4MEDfH19qVSpErNnz2bSpEm4uLiwf/9+oqOj0dXV5f79+8TFxVG1alVUVVVp0KABy5YtY9euXVStWlUomVO6dFzNmjWJj48nLy+P+Ph4qlatCnx4gf3ryq+VZMWKFX9ZlCMi8joKCwvx9/f/y/feP0XhLvftt9/i4OCAhYUFrVq14o8//mDUqFFYWloKwriSJCUlsXXrVrKysmjXrh1Pnjxh8+bNVKlShVOnTvHjjz+yfPlydu7cyZMnTz5IXz5n3hRLDQgIKLNNwdKlS1m2bNnHaPYHY9WqVVhbWzNhwgShRKoCW1tbli9fjpOTE5mZmYByXNfDwwMzMzNatGiBk5MTR48eJSAggJiYGJo1a8bevXuRSqUsXLiQzMxMXrx4gYmJCY0bN0ZDQ4Pq1atTs2ZN1NXV39jO2bNn4+joiLu7O1988cVb99fT05Pg4GC++eYbDh8+rJRgExsbS6tWrYiJieHs2bNMmjSJ48ePl1tqS0RERETkT0THHBERERGRd05cXBxXr17FxsZGaVt0dLTStvdNbm4uv//+O+bm5p+d9XR5VrUls5u6du1apjZ0edsUCv+SrydmxP2JiYkJJiYmREVF/eUMekXW/ZuETQpxTrdu3fDz82PmzJnvoskfjOzsbEJDQwkKCuLo0aMkJCQgk8moUKEClpaWHD16FCjun+JaODs74+XlhYGBAdeuXaOgoIBRo0bRtWtXvL29lc45efIkJiYmyGQyVFVVcXFxwc/Pjy+++IKBAwfy8OFD4M+yNZ8iVatWVaqdXvpvfPHixTLnlK7fHh8fj0wm+2RsqEVE3jWlLaL19PS4d+8enTp1okqVKmzbtq3cTPOePXtiZWWFqakp1apVK7O/dLkXkXdDr169OHDgAFZWVlSuXBlTU1O8vLywsrICigWTiuebt7c3ycnJ9OvXj5ycHMzMzDAxMXnrMUdycjKjR48mNTWV+Ph4tmzZQlBQEKtWrSI+Ph6JRMLVq1eRSqVMnToVTU1Nbty4QXp6Onl5ecjlcl68eIGqqiqDBg3i5cuXVKpUiR9++IGcnBwCAwNZtGgR0dHRPHr0iJ07d1KrVi0yMjI4cuQIJiYmzJo1i4iICFq3bk16evonL7SNj48nLi5OcBN6E6IzwudB6bIBjx8/xtnZmbt377Jv3z4MDQ2ZN28eYWFhSCQSNm3ahLGxMcOGDeP+/fsYGRn9o0WYTwmJREKTJk2oVq0aT58+pWLFimRlZVGxYkVyc3MpLCzk8uXLSucUFRXxxRdfUK1aNaZMmUJYWBi3bt2ioKBAeL0hQ4aQnp5OixYtWLt2LY8ePfok3Rn/S5R+BnTr1o2EhAScnJyoVKkS169f5+uvvyY5OZmFCxfy4MEDtm/fzrlz5zA0NKR+/frY2Njg4+NDWloaW7ZsYerUqbRq1Qp/f39sbW3p168fzZo1A4q/PxcsWIC6urpQQlpTU5PIyEhcXFxYsmQJABUqVGDMmDF06tQJiUTCr7/++s77npqaSlhYGH379lXaLpfL+emnnygqKkImk2FqakphYSGBgYHUrVuXhg0boqurS6VKlcjJyQGK5xgymYykpCR69+7N06dPGTRoED4+Pnz99dc8e/YMdXV1du7ciba29lu3+e8+f0Q+PIpnSX5+PikpKaSkpNC+fXsePXpEnTp10NbWplGjRsjlcpKSkqhbty4TJ05k8+bN3L17FwMDA86dO4ednR0AT58+JTExkfr16zNkyBB2797N8+fPefHiBRYWFty8eZOLFy+SmJjI8OHDSU9Pp1mzZvj6+pbbPsV4sXPnzshkMpo0acLWrVuJj4/n/PnzrF+/nvnz5wslrebNm4elpSX+/v7cvXtXKDmop6dH69at2bNnDw4ODmRmZuLu7i6UtFK4d6qqqtKqVasPdv0/Z14VS923b1+5pf0AfvzxRwB++OGHj9n0987EiROZOHFiufsUDugK5HI5JiYmQuIZQHp6OoaGhmXiPyXH523atEFbW5uMjAy++OILzM3NAZRKJpU8p+R8RREDbteuHRcuXCAzM7NMouffQZEM8/jxY4YPH07t2rWBPxNsKlSogEQiITU1FalUipeXl/hcEBEREXkDojBHREREROSdU69ePTQ1Ndm5cydQnN2cmprKV199pbTtfdO2bdvPxnpa5OMgl8uRyWQcOHCA1q1bs3LlSrZs2YKJiQlr1qxhy5YtaGhosHbtWuGcqKgo0tLS6Ny5M97e3kilUiwsLOjfvz85OTlUr15dEEjt27cPf39/JBIJgwcPJj8/nyFDhqCurk6XLl2YMWPGx+r6GylZC3vDhg20bt1ayL5UUVERArklMzJbtGiBmpoaTZs2FWp2p6SkvPYcBTdv3hRKq6WmpgplHxRla0T+Gp9q2a+/iuIzWTJ4JfJ58yaLaIBq1aoJwUlFgNHLywsvLy+l40oGHUuXthF5N0gkkjc6yZUsx6Ojo6P0+z9h27ZtODk5CfbvWVlZ+Pr6Eh8fz7fffsu6deuwsbHhwYMH2NjYYGNjg6+vL3379uWPP/5ARUWFkSNHEhISwt69e2nTpg1ZWVmkp6czePBgcnNzCQ8PJzMzE3V1dTQ1NXFzcyMuLo4tW7ZQq1YtLl68SEREBEFBQRw+fPid9Ot9Eh8fT1hYmBgA/4R5m+daybIBd+/eZdWqVchkMn777Td27dqFra0t586dQyqV4uLigo+PD8OHD6dChQrIZDIWLVpEbm7ue+zVh0VVVZXx48ejp6eHiooKhoaGxMTEoKenh4WFBebm5mVKOMyYMYOYmBhGjRpF7969hXJgcXFx9OrVi3HjxnHw4EGqVq0qlP5RCBBFPg6lnwEDBgzg7t277N27l+DgYO7cucPAgQNxcHDA2dmZCxcu4OLiwrp167C0tASKy9edPHmSVatWYWBgQFxcHFu3bmXixIk4OTkRHR3Nvn37yMjIYMGCBWRmZhIaGkpgYCBSqRRVVVUl0b1ibDJ06FCGDh2q1N6Si6j/9DmYmprK7t27ywhzoHiB/MiRI5ibmxMeHo5MJmPdunXMnTuXZ8+ecePGDc6ePVtmXunj44OzszMvXrwQ3Ir9/f3R1NRk48aNBAUFMXLkSKVz3iS2KSkgio+PZ+rUqZw7d+6t+lyytNLYsWNZtWoVe/fuxcrKiho1arzVa5ZEnFP8+SyRyWR8+eWXLF26lHXr1jF27FhcXFwwNzdn7dq1XLp0id27d3Pnzh3WrFnDw4cPsbGxoXv37qxbt44xY8Zw8eJFZs2aRaVKlUhPT6dBgwbExcUxaNAgUlNT8fX1pVGjRgAsXryY6dOnY25uztSpUzl16pQgLHgdpV2oCgoKypRhz87OBpTLDZWc+zZp0gRXV1chhpCfn49MJiM6OhpTU1Ol8153vz99+lRIrvovippfFUt9VXw1LS2N3377TXDdFPnnKJyn35bIyEi8vLxIT08vM6f+O5ROhomIiFBKsIHi2GFqairq6uqoqqoKZZFFRERERMpHFOaIiIiIiLxzqlevTvv27bGysqJChQrY2toye/ZsevToUWbb+0QikShZTz969OijWU+LfNrcv3+f7t27c/LkSQYNGoSKigqampqcPn2a9evXM3ToUJ49e4aRkZFwjr+/PxcvXkQqlTJ48GB0dXVZs2YNjRs35sqVKxgaGvLy5Uv8/f0ZO3YsPj4+yGQyjI2NSU5OFoQva9euxd/fH2tra86cOfPOFjj/KQpb4ujoaOzs7Lh69aqwr7CwkLS0NAAlu3fF56q8z1d556ipqVFQUICqqipNmjRhxYoV1K5dm4KCAlRUVFizZs1nLTIpD7lczvLly8nPzycnJ0fJ6nn8+PFERUUJmbBPnjxh586d/PjjjyQlJeHh4cHu3bvLZMkDuLu7o6Ojg4ODA+Hh4YK7xLFjx/411/BzFx2JiIi8HltbW4YMGcLevXuBYsGmj48PKSkpVKpUiQEDBpCYmIi/vz/fffcdBw4c4NtvvyUkJITDhw9TqVIlbt26haamJo8ePWLFihWoqKhQt25dVFRU0NXV5cmTJ7x48YIuXboQExPDV199RVJSEqmpqdy7d48WLVoAxQtAn4MwZ/369URGRnLq1CmgWPhes2ZNgoODuXv37ivFwOPGjcPCwoIBAwZ8rKaLvAZPT08WLFiAn58fY8eOpXnz5kgkEurUqUNsbCzXr18nOjqamJgY5HI5tWvXFhwBoFjUrLgnPmdKCjDnzJkjlC1UlFxt0KABeXl5mJiYoKmpibOzMx4eHnz55ZdMnTqVpk2bMmLECNzd3Rk6dChJSUk0adKEoqIiYmJiuH37NqqqqkilUi5evIibmxsTJkzg3LlzODg48OTJE06dOsV3333HsGHDiI2NxdPTk5ycHLp06cKsWbM+5uX511H6GQB/lgDJzs5m165dpKeno6enh5OTE4mJiQQGBpZ5nXnz5jFo0CAKCgr47rvvUFNTQ01NjerVq6Ompoa6ujpqampUrlwZW1vbD+KgUVRUhKenJzdv3kRDQ4MZM2YwadIkwRUrNjaW0NBQrK2t2blzJ9999x3Pnj0jMzMTa2troNiBuGbNmmRlZWFra0tSUhIVK1ZEVVWVNWvW8PLlS/bs2cPFixfp3LkzGRkZzJ8/n7Vr19K7d2+Sk5Np0aIFZ86cIT4+ntq1a7NlyxYSExOxs7MTHOaOHTvGjh07hLYGBAQQHR3Nzz//TEZGBpcvX8be3p7169eTkJCAnZ0dx44d+0fXZ9WqVQDs3buXFi1avBNhjsifz5Jnz55x/fp1UlNTkclkfPXVV6SmphIXF0e7du0ICQlh5cqVPHjwADU1NcEBQyFuuXXrFhYWFoSEhPDLL79QVFREamoqjo6OREdHY2hoSFZWliDMuX79OtOmTUNFRUVwrXkbFIKzvLw8waG3R48eQmn28pgxYwYeHh68ePECiUTChg0b+OGHHxg0aBC1atUSkofg9eJmfX39z87x+F3yqljqq+Kr2trazJ49G3d3d7Zu3SrO2f+f8pzQjY2NP4hbsrW1NeHh4f/4dUonw7i4uJQ5Zu7cucLPkZGR//g9RURERP7tiMIcEREREZF3SsmJh7u7u9I+d3f3MtveNx/Celrk86dOnTqoqqqSmpqKmZkZNWrU4OrVqyQnJ7Njxw4iIyOZP38+derUUTrvxo0bXLhwgZSUFNq1a8fevXtp3bo1ffr0ISAggBs3bjBgwACuXbtG8+bNUVFRoVGjRmhrazN//ny6dOmCv78/kZGRnD9/njNnznykK1CWkoHw5cuXKwlzvLy8sLe3p6ioSMhiexPlndOjRw+cnJwYMWIECxcuZNiwYeTk5KCmpsauXbveS7/eJW+b1VmyTFhQUJAQvPDx8UFTU1PIhF24cCHTp0+nqKiIXbt24ezsTExMDI8ePUIul3P9+nV8fHyYPn26UGpMIeoJDw+nqKioTAb550B0dDTdu3cXhEvff/+9IDp69uwZR44cITs7m7Vr19KmTRuGDh2qJESaNWsW4eHhVKxYkcDAQAwMDD52l0RERP4Cpe3fAcHJQkdHR8lJ58qVK2zatImFCxdy7NgxtLS0kMlkuLm54eDggKOjIxMmTGDjxo3o6+srvWa1atWIiYlBRUVFKIFTVFSEkZER165dAyhTGudTxcPDg/r16zN//nyys7PR0NBg1qxZhIWFce/ePTw8PHBzc1MSoY8fPx5zc3NRlPMBKflc27lzJ97e3kRFRaGtrU1gYCCXLl0SnB38/f3Jzc1lypQpDP4/9s48rqb8/+PPbkUpsqSvRCWyjdKY7MlVVJZpGI0lSZQYOzO2KWTNPsOMLVtmZDeWsqQ9a0ilMQ1DsmRJKlTKvd1+f/S459fGYEjDef7Fveec+zmne8/yeb/er9eQITg6OvLixQsh4vPgwYMcPXoUbW1tBgwYgI+PDzKZjEuXLhEREQFAXFzch9zdCiEvL49evXqxceNGZs2aRbVq1di9ezeqqqrY29tz+PBhqlevTo8ePXB2dubu3buvdW/UtWtXfvrpJ5o1a8auXbtYsWIFNjY2jBgxAi8vrzKxqw0aNKjAvf64eZcRIGfOnCmz/eIRIBKJRIhfedl23iVBQUEYGhqybt06jh07hrW1NWFhYUilUiIiItixYwfq6up8//339O/fnxcvXuDj40NYWBibNm3i0aNHpKWlsWfPHuRyOW5ubixfvpynT5+SnZ1NWFgY2dnZTJo0iebNmzNu3DjGjRvH+PHj0dXV5fTp05ibm7N3716aNWtGw4YNsbS0JCYmhlu3bqGrq4uhoSFLlizh0qVLVK9enb/++ou2bdvSpk0bIRquXbt2REdH87///Y/mzZsjl8tRVVVFX18fqVRKjx49+Pnnn+nduzfGxsYsXboUKHIemjlzZgnxaHGsrKzYsWMHx48fJykpCScnJ44ePSrEKPfv359169YJjsdvwpIlSzh8+DBVq1bF398fbW1tvv76a1RUVDAzM2P58uV8/fXX5OTkCGOLiYlh+vTpyGSyEuK+/1rjgzKC5saNG4wbN442bdoQGRmJXC6nc+fOmJiYEBwczLlz58jPz0dDQ0MQ5xw/fpxvv/2WpKQk0tLSyMvLo1atWkRHR9O+fXtUVFSwsrLizz//5MiRI9SqVYvY2FhkMhnq6uo8e/YMDQ0NFixY8I8R4AqvULoAACAASURBVKXFC8bGxoJLZunf5Ny5c0uIAEovU7duXQ4cOFDmM8qbZykubv7ss89KXJczMzMFR6dPlfLmUl81v2pvb8/jx4+ZMGFCpY0iFxERERERqQyIwhwRERERkY+S4g/3/9Z6WjkpUDp6Q+TjQTlBb2xsjK6uLuPHj6dPnz7cuHGDNm3aCO9LJBI0NDTIyMhARUWFZ8+eAUVFvhs3bgD/H9OmtGvetGkTgwcPxt3dnc2bN7N+/XpevHiBrq6ukOWuqqqKhYVFRe/2Kyk9EV58Usre3l6I61JS/HdU/Pel/Hd565TuvintTlA8tqayoVAo3rqrs3hMmLJDFGDp0qWEhYUhk8lo0aIFAF26dOH06dMEBgaye/dujhw5QmRkpHB+U2Z8K6PGVFRUGDZsGC4uLhgZGTF//vz/xMRxcYoLl06cOCGIjlRVVcnNzWXmzJlcv36dOXPm4O/vX6bYdvr0aU6ePIlEIhEd0Sop8fHxxMbG4u7u/srl3Nzc8Pb2pkmTJq9crni0wrtky5YtjBgx4p1uU+TNKe2icPz4cQYOHEhhYSH169fH3Nyc/Px86tevj6+vL35+fmRnZwOQkZFBfn4+BQUFnD17FplMJrgP/PHHHzRq1EjontbX18fCwoIuXbrQsmVL1NXVP8wOvwU5OTl4enqSmprKw4cPMTU1FUQbQ4YMwcXFhZ49e3Lt2jU0NDT46aefPvSQPymKX9fWrFlDTk4O0dHRbN++nfXr15fp/I+MjGTTpk388ccfzJ49m8DAQPbv30+VKlVQUVEhJiZGEHdHRUUxePBgPD09WbduHba2thgZGWFoaPiB9rZi+Pzzz5k8eTK9evVi7Nix6OnpCVGpCQkJODo6ApCenk56enqZe6OXuacqXbP09fWFiFblsuXFrorCHJHXISkpiV27dhEcHIxcLmfEiBHs2bOHzZs306lTJ+HatGLFCkJCQpg4cSKDBg1CV1eXvLw85s2bx6FDhwSRSGFhIf379+fAgQN89tlnqKqq0qJFCxwcHFi1ahXTpk1jzZo1LF68mHv37jFo0CBMTU2RyWRkZGQI10gNDQ0aNGhAr169SExMpEePHshkMtLT0+nevTuampr06NGDBw8eUFBQQOPGjdHX12f+/Pk8ePCARYsW0bVrVwoLC9HU1OTatWuYm5uTm5vL4cOHmTlzJjk5OSxatIigoKAS4lGlu4oSQ0NDHBwchPu+/Px8IiIiaNeuHTKZ7K1EOQ8ePODChQucPn2aU6dO4evrS//+/ZFKpfj4+FBYWMiNGzfQ1dUlKChIOBfMnj37rcV9lQllBE1ycjLq6uo8efKEdevWERgYyObNm4mOjsbExIR79+4hl8sZPHgw586dE5ya6tSpw3fffSeIfVNSUjAwMCAvL4/mzZtz7tw5CgoKMDc3F6JtVFVVSU9Pp2HDhjx58gRnZ2diY2Np1KjRhz4cZVCKm7/66ivWr19f4rpcnivIp8I/zaW+an7V2dkZZ2fnN/7M1302fBXKSDwREREREZHKjijMEREREfkIKSwspE+fPjx79oyIiAhhkvJVpKSk4OPjU+kK4e/iAa2iEGNW/vuoqKjw4MEDtm7dypMnT+jTpw9ZWVlCRvLhw4eJjo7myZMnxMbGIpfLgSJr8SdPnnD+/HkePHiAubk5jx8/5sqVK7Ru3Zr8/HxOnTpFZmYmRkZGZGRkIJfLyc7O5s6dOygUiv9Md/7HwpkzZ5g8ebJgIf/bb79Ro0YNHj58yM6dO2nUqFGZDktDQ0Nat26NmZkZTZs2LdHVOXXq1Nf63Pj4ePz9/UlMTOTOnTtIpVJSU1N5/PgxmzZtonHjxmRnZ5OdnU1MTAx3797lxx9/RENDg6FDhzJnzhxq1qwJFAnF5s2bx927dwkLC8PJyQkHBweGDRuGq6srnp6eXLhw4aVW35WV4sKljRs3CqIjgN9++42AgAAkEgkqKiqoq6uXKbZNmzaNYcOGUadOHRYuXIiWltaH3B2RcrCwsHinYsSsrCx+//13UZjzkVLaRcHb25vDhw8jlUopLCws4RTTtWtXmjdvjpeXFx4eHkRERLBkyRJmzJhBdHQ0xsbGFBYWUlBQwNatW1myZAmGhoYMHjwYAB8fH9TU1Ni9ezfJyckfapdfG2UkZHBwME2bNmXHjh14eXlRWFiIuro6K1eu5MWLF3Tu3JmePXvStGlTBg8ezNSpU0tEKYq8X4pf17y8vJg8eTIAlpaWREVF0aFDB2HZwsJC7OzsWLRoEV5eXsyYMYMOHToQFRVFs2bN8PDwAOD777/n7Nmz+Pj4COtWtue498mrIlc///xz9u3bh5aWFjKZDIlEwuDBg0vcG+no6HD//n00NTV58OCBsG7xgnvp4nt5sasi748PGQHyrmnWrBmurq589913QJHzT/Xq1bl37x59+/alffv23L17l6SkJDp16kRqair169dn0qRJzJ07F2NjY0F8M23aNH777Te++OIL9PX1BSccKGpymDt3Lnp6enh7e2NkZETbtm0xNjbml19+oVq1aqirqwsudCtWrOCrr75CTU2NCxcuAAgulaNGjcLT01OIvrKwsOD69es8fvwYX19fqlSpwtOnT/n888/R0NDg77//5uLFiwwZMoTo6GgSEhK4du0aUORi4u7uXkI8WlqYUxpnZ2d8fX1JTU2lX79+b3XcU1JShPOvpaUlc+fOpWvXrkRHR+Ps7EzPnj0ZOnQoZmZmDBkyhC+++IIpU6a8lrjvvzDvU7oJRklp0cm8efNYsGABz549Y8uWLaxevRp/f38KCgq4desWubm5VK1alQkTJjBnzhw6deokuFLt2bOH1NRU8vLyuHHjBunp6Vy/fl0QN9erVw9jY+P3vq//BmUzFvz/dVmkYnkXz4alRTni/KyIiIiISGVFFOaIiIiIfITcv3+f6tWrc+TIkVcu9194UHnXxTuAe/fuMWTIEGQyGebm5gwYMIAff/wRhUJBRkYGwcHBVKlShW+++Yb8/Hxq1aolOH3MmzeP8PBwJBIJW7ZsAYoiupQTWFFRUSUsjhMTExkzZgwFBQWMGzcOFxcX3Nzc0NHRITY2lh49ejBnzpx3un8ir49ywrd79+6EhoZStWpVZsyYwb59+ygsLCQ1NRUvLy/Gjh2LiYkJBQUFeHh4YG1tTdu2bTEzM2Pfvn2oqKjw9ddfs2DBAszNzQkLC0NdXZ1OnTqxYsUKevTogVQq5fLly3Tt2pUNGzbQrl07li1bxrBhw+jUqRMdO3asNN355U2Ef2wcPXqUJUuWIJVKuXnzJsuWLSMkJITY2FiWLFmCj48P4eHhJTos161bx927dzlz5gxaWlokJye/lptHaQoLCyksLEShUAhFnVq1amFmZkZ+fj5Nmzbl6tWrtG/fnpkzZ/Ls2TMsLS0Fy2iFQgEUOSS4u7uzaNEi8vPz2b17N8+ePcPW1paCggJq1KiBmZnZOz9275tXFdvWrl1LXFwcN27cYOTIkRQUFJQpttnY2NC7d2+hO/dT7nisTCgUCjw9Pfn77795/vw5WlpaXLhwAQ0NDWrXrs2ePXsYP348Dx48oEGDBvz444+cO3eO1atXs3fvXjQ0NGjZsiXbt28nKSmphLDu+vXrhISEIJVK2bt3Lz169MDCwoLY2FjmzZvHpk2bePDgAYcOHaJBgwZs2rSJbdu2AbBq1SratGlD69atad26NQkJCWzbto3z58+TmJiIVCrl559//k/+lj5WxowZw4IFC9i8eTMjR45k/fr1JYp9PXr0ICMjg8ePH5OVlUWDBg3w9vZmwYIFyOVyvLy8WLBgATdv3qRGjRrs27dP2LaXlxdnz55FVVW1TNRGZaRVq1bMnDmT8+fPk5mZycWLF9HR0cHU1JTDhw/zyy+/kJubi4uLi7COu7s7vr6+LFmyhOnTp3/A0X86FL+uDR06lNjYWAAuXrxI48aNBZEIQGJiIubm5gBlXF0aNWr0ScVVvYpXRa7OnTsXR0dHFAoFtWvXZvPmzTg6Opa4N/L09OTLL7/EysqKunXrvtZnlhe7qq2t/b52UeQjwtHRkQkTJmBjYwMUPWuFhoaSnZ1Nnz59kMvl5OTkUFhYyL59+xg6dCjVqlXjwoULPH/+nLt372JgYMDVq1f58ssvMTIyEuZxmjVrRqtWrdi4cSMbN25k3759ZGdns27dOv744w+2bt2Kvb09nTp1wsHBAWNjY4KDg8sdp6qqKiYmJqSkpNChQwdycnJYtWoVe/bs4cmTJzRt2hRdXV1mzJhBv3790NfXZ8aMGQQGBtK9e3fU1NT4/PPPCQkJoW3bthgaGmJubo6mpiZJSUklxKPloRSbAoKTy549e9ixY8dbHXdjY2Ph/Ks83xYUFDBv3jwmTZrE8uXL+d///sdXX33Fd999JzhmvUzcl5yczMWLF/+TjQ+vQhl5pZwnU0aAxsfHCw5vGzduJDU1FaDEHGLNmjUZPXo0crmczZs3o6uri5mZGcHBwaiqqiKTySqtiFH5fTMxMeHEiRPA/39PRCqWyMhIQkNDCQwMLPE8ZmFhwezZs4mIiKBx48bcv3+f4OBg2rVrx1dffcWQIUNwdnbmxYsX5Obm8ueff+Lm5oa2tjbXrl0jODiYMWPGcPXqVTQ1Ndm+fTu1atX60Lsr8i/w9/dHLpcLQnUoclMtKCigd+/ewmuRkZFERkaWELCLiIiIVBZEYY6IiIjIR8i0adOIiIhg+PDhPHr0iKdPn2JhYSF0vhw7dozs7GwWLlzI77//TkREhNBJVNlQPqBVr169XOeK0g9tpYttxsbGJTLEV69eja6uLiEhIaipqeHi4sLff/8NQGBgIAsXLiQsLIz8/HzatWuHl5cXnp6eQNFEeWpqKpGRkSQlJeHr68vMmTOFmBWFQkFAQEAJi+NZs2YREBCAgYEBVlZWQoFYKpWyatUq2rdvLwpzKgHFhSiRkZHUrFmTNm3aoKGhwfjx48nIyGD06NHs3buXefPmCeuNGDECKysrUlNTkclkVK1alUGDBtGtWzfOnTuHubk5xsbGfP/99wDMmDGDWbNmIZVKqVatGk+fPsXDw4PRo0cTExMjiL1E3j/FC7vjx4/HzMwMNTU1oRs0JSVFKIwpOyyhaPL7VQ4sBw8exNra+pXxVk2aNOH48eNcvXqVsWPH0rlzZyQSCe3btycsLIx79+7xxRdfAEVRVsePH+fWrVssX76cI0eO8PTpU7S0tNDU1ERfX1+woFdVVaVmzZpER0e/wyNV8byq2NauXTusra2xtrYGijqOSxfb+vbtS25uLoDQQSzy4Tl06BB6enps2rSJ8PBwgoOD+fPPPwkPD2fy5Mls3boViURC06ZNCQoKYu7cuRgZGaGtrc2ECRM4ePAg48aNY/369eTk5AjCusLCQm7dusXt27eFLvr79+9z7tw5Ll26xLhx47h48SK7du1iz549uLq6Cu5nmZmZjBgxgoMHD/LgwQNiYmKIjY1l27Zt/Pjjj/z666//GHcpUvEULyA1btyY6dOnlyn2OTo6Mnr0aL788ksAjIyM2LRpE2fOnGHlypXCvWJplixZUmH78S7Q0dF55Tm/tDBRGTUwc+bMf/W5r3K0VEYJ+Pv74+rqikQiYfHixQwdOhQDA4Myyysn2Lt37463t/dbuWGkpKS89boVQfHr2v79+5k9e7YQ+7Fjxw5q1KjBvXv36NWrF3Xq1Hnpdtq3b/9JxVW9ildFrrZr146wsLASy5f+nfTq1YtevXqVeK2441B5Ea1NmjQpE7sqIvI6qKiolHFzmD17NvD/8x0nTpzg6NGjDB8+HHV1dUxNTVmzZg2JiYn4+PhQtWpVtmzZgqOjo/DceurUKZ4/f86FCxcYNWoUhYWFLF++nN9//505c+aQnZ3NihUr6Nq1K6Ghofz6668AgotK69at8fDwwN/fn759+9KvXz++/PJL9PX1OX78OI6Ojvj5+aGjo0P//v1xcXHBx8eHadOmsXnzZoyNjTEyMsLT05PMzEw6duyIubk5mZmZpKamcvLkSY4dO0bv3r0JDw8vIR4tD3t7e8aMGcM333zD6NGj6dWrF6Ghoejo6LzVca9Xrx6NGzemU6dOVKlSRRBe//DDD8hkMnr06MG0adOQy+UoFAqqVq1K9erVadu2LZaWltSrV6+EuO/mzZvo6+tz+PBhnj9/jlQqfafNbuUVnCsCZeRVdnY206dPZ8uWLTg5ObFy5UquX7+Og4MDDRs2LPcabmdnh52dHerq6nzzzTcATJkyBVtbW1RUVGjZsiVr1qyp0P15XZTi5uTkZHR1dUtcl7Oysj708D5JSj+P/e9//+P8+fOcPHkSb29vLl26BECVKlXw8vIiJSWFlJQUkpOT6d69u7Cdzp0788svvxAYGIihoSHr1q3j2LFjrF+//l/fA4tUHK97fnVwcKiA0YiIiIi8O0RhjoiIiMhHiHKSsmXLltSrV4+hQ4fi4eFBTEwMUNTVsnv3bu7fvy885OzYsUPoEqlslJcNvm7dujIPbQ0aNChTbBs3blyJDHGAx48f8+2335KVlUVKSgqmpqZCd5SBgQFZWVncv39fECspC+RJSUlERkYKE2H6+voAQsyKqqpqGYvjzMxMwbq3UaNGpKWlAQifp6mpWSHHUOTNKd2lbGJiQlxcnPBwqHQtgaLCmDJmIzExkW7dutGoUSMSEhLo1asXcXFxdOjQgWbNmmFnZydMzMpkMn7++WcOHjzIixcvXlooFHn3FC/suru7c+vWLQoKCkhISKBx48bldlhCyQ7B4l2dUDRxcPDgQVq1avVKYc7Dhw+Bko4wjx8/JjIykpMnTxISEkJAQAAAUVFR5Obm0qRJE7S0tMr9DqWmplZ697PXpTy3puLFto0bN5ZZp3Sx7WVdwCIflmvXrgmxgBKJhMTERPLy8hg7dix5eXk8ffoUd3d3vLy8mDJlCpcvX8bAwAC5XM6uXbu4desWCxcupGPHjkyePLmEsE5PT6/EZzVp0gQNDQ3q169PixYtkEgk1K9fn6SkJJKTk0lISKBbt27lrqO8DxCpvBQvIK1fv55Vq1aVKfZ98803TJkyhXXr1gFFEVXnzp0TipSVkcjISAwNDTExMSm387My8SpHS+X1yd/fHxcXFyQSCTNmzKjI4VUqyruulVekLE/wobz+Fd/GpxRXJSLyKVD8912eYExNTY1NmzaVeK24cEzpAlGc8txcSguDlJ8N4ObmJrxW/L5aWQQvzu3bt8vdD+W5SSKRvLaATTlupfjNyckJJycn4X0VFRWcnZ1fa1ulUR7XqVOn4ufnJ8SGxcXF0bhxYy5cuMCiRYvYt28fOjo6VK9eHSsrK8LDw7ly5QpqamqEh4eTmZlJv3790NbW5osvvmDSpEn4+/vzww8/UKdOHcaMGcPx48eJi4ujsLCQgIAAnj17xtatW1m+fDkGBgYcOXKEjIwMLl68yLRp095qf94npSOviot6lX+b4pR+bdeuXSX+X973uDLyKnFzzZo1y3w/Rd4f8fHx7NmzB5lMhq2tLX5+fhw6dIjIyEjy8vKQy+XEx8eTnJyMra0teXl5uLi40LFjR9LT07G3t+fu3bvC/VW1atUYP348DRs2ZNeuXQQHByOXy+nYseMH3lOR0sjlcoYOHUpqaioGBga4u7uzevVqCgsLGTNmDPn5+SxevBhNTU3B/SYsLIzff/8dgCNHjrBt2zZB1DhixAhu376NkZERDRs2JCMjo0yzroiIiMiHRhTmiIiIiHyELFq0iKysLCIjI0lOTmbo0KH88ccfLF26lCtXrpCfn09cXBypqancunULKBKXKDPPX8eJRpnBXBGUlw0OZYto5RXbyssQ37FjB3379sXNzY0hQ4YIHWRKlFbxryOqKF4QLy9SpWbNmqSkpGBgYEBycrJQPKysdr4iL6du3br079+fTp06oampyfr164X3bG1tWbZsGRcuXEBNrej2qm/fvjg5OWFvby/Y5bZu3Zp69eohlUpRUVFh8ODBTJ48mcmTJ3+QffqUKV7YHThwIMeOHcPa2pqEhATMzMw4evQo169fp3bt2sjlco4ePQrA3bt36dy5M1WrVuWbb74RrJGlUilNmzbl+PHjJCUl4eTkRLVq1fjtt9/Q1NRkxYoVtGnTBgsLC1q2bFnGEaZWrVpoa2tjY2MjOPVA0cR727ZtGTBgAFD+d8jOzu6DHEMRkTehWbNmnDt3jj59+qBQKIiNjcXMzIyNGzcydOhQFAoFgwcPprCwkJUrV9K4cWMkEgkmJia4uroSGBhIZGQkMpkMuVxeQli3adOmEiK54tfY8qJg2rZtK8QXyWSycpcr/ZpI5aF0AWnYsGHlLmdvb4+uri7wYZ1wXrfbMzIyEisrK0xMTCp95+erIgesrKxYuXIl8fHx2Nra4uHhQVhYGN7e3mRnZzNx4kTu3r2Lubk5Bw4c4ODBg5iamrJz506SkpJo3rw5mZmZfPbZZ8jlci5evIimpiafffYZixYtYvbs2Tx8+JDbt29jZmZWIuJEJpMxbNgwRo0aRdeuXT/gERJ5n7xp5KpUKhXdz0RE/mOsXbuWAwcOCM9gb0unTp04ffo027ZtQ1tbm4MHD3LgwAHatGmDu7s7OTk5rFu3jm+//Zbdu3ejq6vLlClTmD9/Pl26dCE9PR1vb2969epFkyZNePDgAWpqasjlcr777jtWrlyJXC5n5syZ+Pn5YWVlhZGREWpqapw4cQJ1dXVOnz7NzJkzWbVqleAcZGdnx8SJE8nPz8fR0ZEffvjhHR05EZH/Li1btqRnz54cP34cHR0djh49SteuXdm/fz9t2rTh9u3bhIWFCRHDDRs2pHbt2oSFhdGlSxeOHDmCnp4ex44dw9XVlUePHuHq6irMdSuf+0QqDwcOHKBly5bs3LmTBQsWsH//fm7evEliYiIKhYL27dsTHR2NpqYmCoWCmzdvoqenx86dOxk5ciSXL18WtnX+/HlUVVUJDQ1l0aJFvHjxgkuXLpVp1r106RLu7u44OTkREhJCaGioMI8rIiIiUhGIZxwRERGRj5AvvviChIQEatSoQZUqVXj27Bl3795l8eLFpKSkcO/ePZYvX87y5ct5/Pgxz549Y/v27YIDzOs40Rw8eLDC9udlzhWvU2xTZohDUXfv0KFDsbGxwdXV9ZX78LqiiuIF8fIiVebNm4ezszMFBQWMHTsWdXX1tzoGyg604t1sIu+H0pP9xsbGwvEfM2YMY8aMEd4rnld8+vTpMtsKDAws85qXlxdeXl7vbLwib0fxwm5KSgqJiYkYGxuzcOFCpFIpN2/eZNmyZaSlpREbG8vWrVtp0qQJzZo1Izg4mFOnThEQEEBYWBh16tRhw4YNaGlpkZycjLe3N02aNMHOzo6IiAg0NTWFSQB4efxCUFBQuWOtU6cOPXv2FP5f3neossZ3iIgocXR0JDAwEGtra/Lz86lfvz6XL19m69atAEKHZH5+Pn/88YcwMWdra8vq1atJSEjAxsaGSZMmkZycXMJyv169emRkZODk5ISfn98rx1G3bl169+6NtbU1qqqq2NjYMGvWrHKXbdiwIf3792fhwoU0b978nR8TkffDX3/9hYeHB4sWLXrlcgqFAk9PT/7++2+qVavGd999h7e3N1DkPtm9e3ekUikdO3YkNDSU0aNHY29vz9SpU9m5cycFBQV0796diIiIcgXsrVu3xszMjFatWvH06VOioqKoUqUKAQEBXL58GV9fX3JycpgwYQKDBg3C39+fAwcO0L17d8zMzITOzwkTJhAfH0+NGjUICAgQ7sVr167NzZs3OXToEA0aNHjvx7U8Sj8zKF102rVrh4WFhTDRrYwVatasGZGRkWzbtg1fX1+eP38ubCs/Px8bGxtyc3M5d+4cixcvZtSoUXTs2JHhw4cTFxfH2rVruX//Pl26dOGHH37gypUrQrSsTCbDzc0NT09PUZTzifMuo2VERD40lc2t42W/r3c9T1H6uftt6dy5M1OnTkVdXZ3GjRvz66+/UqNGDeRyOWlpaWhpaSGRSHBzcyMnJ4emTZsCoKury8KFCxk9ejTVqlVj06ZNWFlZMWXKFKZOnSos9+LFCzp06MCiRYvIy8vD1taWIUOGMHbsWO7cuYOuri4nT55EU1OTJ0+ecObMGaRSqXA9VFFRoVu3bmKjjsgnT926dYEiF/OEhATq1KmDvr4+X3zxBdOnTxeaNQFsbGzYuXMn//vf/4TXVFVV0dPTIzs7m6tXrwruOBMmTMDGxgYomgNydHSswL0S+Sdu3LghNP5aWloSFxeHkZERAI8ePcLQ0FBwmldee0o73itJTk4u4Xx/9uzZcpt1jx8/jq+vLw4ODoSEhFTYvoqIiIgoEYU5IiIiIh8hX3zxBUuWLMHY2Ji0tDQsLS3R1tbm6tWrrFy5EoD69eujr69P+/btsbS0RCKR0LJlS+D1nGgqkvKywcujvGJb165dhQxxZebw559/LsQOKSnPxvl1RRXKgnjNmjXLWOF+/vnnnDlzpsRrxS3o37Z7U5xwFhF594wZM6ZEPI6ZmRlqampYWFhw/fp1UlJSBDeb4u5dzZo1Q0tLq8z25s6dy7fffkuVKlWYP39+iYmj16V3797Y2tpSpUqVf7dzIiIfGIlEwubNm99onS+//BIoil8oHcFQ3DEFSkaYKYtYxsbG5UbBDB8+nOHDh5dYv/g6yut0cScOkcpLSkoKycnJwqR78+bNhb9nSkoK3t7ebN++HSsrqxIFzkOHDqGnp8emTZtQKBRYW1sLsa4ODg7CfeOAAQPw8fGhR48euLu7k56ezvPnz4mJicHa2pr09PRyBex3797lzJkzaGlp0bVrV06ePIlEIqGwsJCaNWvi4OCAXC5HKpXi6uqKm5sbVlZWdO/eXfgOXrhwgZycHKKjo9m+fTvr169n4MCBZGZmQqrvowAAIABJREFUEhoays6dO9m/fz8TJ06swCP+/7xpBNzNmzf57rvvSE5O5v79+6SlpQnC1c8++4ycnBwmTZpE//798fDwIC0tjZycHFavXs2dO3ewtLSkTp06REVFcf78ebKysoTCS3R0NPb29m/kpCLy3yAyMpIVK1Ygl8vJz89n586dODs7I5PJqFu3Lnv27OHOnTsMHz6cOnXq0KtXL/T09JgzZw6WlpbI5XKgKEJ0zJgxFBQUMG7cOFxcXHBzc0NHR4fY2Fh69OjBnDlzPvDeioi8mtcVlXbu3Jng4GBGjRpFVFQUiYmJLF26VDhPvur9mJgYpk+fjkwmw8PDg+HDhyOVSmnXrh337t1jw4YNDBs2jEePHmFiYsLWrVsJCgpi6dKlyOVyZs+eXWmc3/T09Lh//z7169fnyZMnREZG0rdvX86ePUujRo24du1aua6Lenp6FBYWYmBgQHx8PGlpaWRkZADQtGlTYS6mRYsWQhzx0KFDOXr0KElJSWhpabFmzRrq16/P7du3adCgAVeuXCE9PZ3vv/+e5ORkvvvuO3Jzc7l69aoQeS7y4Sh9P/lPxMfHo1AoaNOmDfHx8cTGxuLu7l7mflPkn7GwsCA9PZ0FCxbg7++Pvr6+0CD52Wef8dVXX6GmpibMv0yePJnHjx+zYsUKYmNjgaJnuRMnTrBx40a6du0q/JbLi/ETqTyYmJhw/vx5/Pz8+PPPP6lbty516tShW7du1K5dm7i4OObNm0dYWBjPnz+nd+/eGBgYcPjwYTZs2MDFixe5evUq06dPRy6XM2/ePH799VeMjIxo0aKF0Mxw+/Ztpk6dSseOHfHz80NHR4fs7GxhHN26dSM0NBRVVVX69+/PunXrysRli4iIiLwrxIqeiIiIyEeIpaUlTZo0QUtLi0OHDqGpqcnkyZNZu3YtSUlJBAUFCZPgAQEBNG3aFCMjI/bv3w+83IkmMjKSyMjIClWU5+fno6mpycyZMzlz5gyRkZGCer68Itrw4cOJjo4mIiKCWbNmYW1tzalTp4iJiWH58uUVNu53wYsXL/jqq69wcHAQCo7dunXDyckJf39/YmJihEm1rVu38vTpUyEPvHPnzhw8eJDk5OR30mkmIvIxoyze16pVi7Vr17JkyRLmzJnDH3/8QUFBAQkJCTRu3Pil7l3FRXLq6urC5K6FhQX+/v5IpVLhHCWVSku45fwTR44cYerUqe9oT0VEPhwpKSm4uLgAYGVl9YFHI/IxkZKSQnh4+Buvd+3aNTp16gQUncdVVFSoUaMGNWrUQFVVVViuVatWVK1aVTjXOzg4cPz4cfbv34+Tk1MJAfvXX38tCFSKizanTZvGsGHDmDRpErm5ucTGxtK9e3dsbW25cuXKS8dYuov0+vXrQJHVv0QieW1BzNsQGRkpFHvHjx8PFF3DlCIHKD8CDop+48Wvh0rWrVvH9OnTWbJkCbVq1aKwsJC7d+8CkJSUBMDt27dxdXVFW1ubJ0+eYG9vz4QJE5g4cSIrV65ER0cHOzs7fvrpJ9zc3Pj111+BolhRQ0NDsQDzkZKXl8exY8cYNWoUW7ZsISgoiOjoaFq0aCH8/tPS0ti9ezcjRozA19eXqKgovL29efDgAQCzZs0iICCAkydP8vPPPwuRFlKplFOnTv3ryJxPlQcPHrBw4cJ3uk1RYPdylKLSqKgojhw5go+PDydOnODEiRPMnj1bWM7JyYnTp08zY8YMVqxYwbFjx1izZs1rvT979mwOHz4sOIS+ePECgH79+rF9+3b8/Pyws7MjKiqKzZs3o1AoWL58OeHh4URGRrJs2bKKPSj/gL6+Pu3atePZs2fk5eUxYMAA7ty5Q8eOHalZsyaLFy/m5MmTKBQKYR3l9a1NmzYcPnyYiIgIweXt77//FparVq0a2tradOnShYiICHr27Mn8+fPR09OjoKCADh06kJycTMeOHXnx4gX5+floaGgI18OoqCiaNGlS4hoq8mF40/vJ+Ph4Ll26BBQ997u7u7+voX1y1KpViytXrmBtbU1iYiL9+/enadOmpKWlCXOe5WFra8upU6cYPHhwBY5W5N/Qr18/QkJCSEhIoE2bNtSsWRMouqfbs2cPK1asIDAwEFVVVSZOnMjx48eBopji4cOHM2zYMJ4+fQrAnj17sLKyolq1aoSHh1NQUMCjR484ceIEMpkMFRUVmjRpgpubGytWrMDJyUkYh62tLRERETx9+hSZTCaKckRERN4romOOiIiIyEeKvr4+ZmZmGBsb8+jRIzp16sTFixextrbG2tpaWK5GjRpoaGgIXcHl8SaxD++S1NRU5s+fX2IC6VPi4MGDtGvXDi8vLzw9PYGihxOlit/e3p7Dhw9TvXp1evTowZAhQ3jy5An5+fnUqVOHM2fOkJ2dLRSdRN6chIQETpw4IQojPhE2bNggxOMMHDiQY8eO0bdvXx49esT48eP55Zdf6Nat2yvdu+zt7RkzZgzffPMNZ8+e5dChQzRt2rSEU5aIiIiIyLvDz8+P06dPc/bsWYASLhrlsXTpUiQSCTVq1GD06NGYmprSvXt3FAqFMLFbXve8EicnJ3744Qfu37+PmZkZjx49KhOlCiVFmzY2NvTu3ZtFixYRFBTE9u3b2bRpEwYGBpiamgKUK2QxMTERXHxeFef6vnkbsUvv3r3p27cvHh4eJV4bN24cpqamZGVllXhPXV2d8PBwzp07R926dbl8+TLNmzcnMDCQHTt20KJFCxQKBbVq1aJevXpMmjSJrKws6tevL0TLzps3jzFjxrBr1y4GDRr073e8EuHv7y/Em32KtGjRgt9//x0LCwtCQkJwd3cnNTWVhw8fYmpqiqmpKa1btxZEdRKJBG1tbbS1tYV4jMzMTIyNjQFo1KiR4FChjERQRiW8SwoLC+nTpw+JiYl4eXkxatSo11rvv+S4UK9evf98TG9kZCShoaFvJJ7/ULxMVAqUEZWqq6vTvHlzwbUzMzPztd5PSEgQ4l7S09N59OgRUOTMrBzD2LFjhTGkpaWRlJQkzCkp3dBKXz8/FMpntvj4eBYuXIiDgwM6Ojp06dKFPXv2EBoaSkxMDD/88AM6OjoYGhri6OiIVColMjKSn376CTMzM/r378+SJUvQ19cXRBgqKioEBQWhUChwdHTk9u3bHDlyhHr16nH8+HEiIiLYu3cvv/zyC15eXujq6gL/fz1s2bKl6IxaSSh+P9m1a1fCw8ORSCRs2bKFzMxMli1bxo4dO3BxcWHSpEn4+fnx+PFjIiIiGDlyZJlzSHnOUyLlU9zZVOliPnLkyBLLmJub8/DhQ+H/SlfU0i7krVq1onXr1u9trCLvFnV1dRwdHTE3N6dXr15s2LCBqlWrcuLECVRVVenXrx9paWkEBASwceNGNDQ08PDw4NdffxVii1euXImHhwfbtm3j5MmTAAwaNIjRo0dz584dfv75Z0xNTV8p+nV2dsbX15fU1FT69etXEbsuIiLyCSMKc0REREQ+UooXjFNTUwHYuHFjucuqq6szYMAA4f8vc6Kp6AdJAwOD/8yE5PugdD4uUGLCubwJMxMTE/bu3UuvXr04d+4cZ86cEUUl/4LWrVvj4+MjRod9IkyaNEmIx0lJSSExMbHEhE9SUhIzZ85k5syZJdYrfp5ycnISOm9Gjx6NVColNDQUNTXxtlvk1WzZsoURI0a89P3K/l06c+YMkydPRktLCxcXF+7evVtiQlvkzXiTIqGPj48QgfQp4unpiYmJCfPnzycvLw9NTU28vb0JDw8XRC9KlF3833//PX5+fpiYmFBQUMCpU6eYPXs2dnZ2FBYWMm/evJd+npGRUYmog9cRsPft25fc3FwA9u7dS05ODl999RUWFhaCVb9UKuWHH34gJiYGQ0NDANq1a8e2bdvo0qUL1atXZ8eOHe/EIae4yMPHxwepVMqPP/6IQqEgIyOjRDQclBUJ3Lt3j2fPnnHq1Ck2bdokPHdcunSJU6dOYWVlxcCBAzl37hz9+/fnq6++ws7OjvDw8HLjTSIjI6latSphYWHCaw4ODhw+fPilBcuXRcuuXbv27Q5KBSHeU74d8fHxZGRkIJfLadSoETKZjB07duDl5SWI04ofV4VCQU5ODpmZmYKooGbNmqSkpGBgYEBycrLQDf0+xQP379+nevXqzJs3r4Tb1H+d0tf88PBwIW7P39+frl27EhMTQ2RkJFKplI4dOxIaGsro0aNxd3cvt2AdFBRUJn5MpCzNmjXj3Llz9OnTB4VC8Y+i0pcJOV/1/ueff86+ffvQ0tJCJpOhrq4O/P9vTDmGVq1aoVAo0NXVxczMjODgYFRVVQVngspGeXNkyqJ+586diYqKKrOOj4+P8O/yYsiVhV6JREJQUFCZ97t16yY4rhZ3lnJwcChzPSweqy5S8SjvJwcOHMgvv/wiPP/7+vqyYcMGGjVqxKhRo6hfvz6WlpZ4enoK91LlfTeUzlPFG+lEEdb7IyMjg/79+7+2AFak8tCoUSMSEhLo1asXcXFxdOjQocQ93dq1a4mLi+PGjRuCYEuhUJCbm0tWVhbp6enAv7vPMzEx4d69e+zZs0eMsxYREXnvVM5ZXRERERGRCsPT0xM9PT309fU/9FBESvFPDyflTZh16tSJ5cuX89tvvxEXF8dff/1Fo0aN3uhz37Zj8E0zuf8rmJqaEh8fz9atW8V4hE+cxMREvvzyS6FoOXLkSFJTUzEwMOC3335DIpHg6enJ33//TbVq1Th27Jiw7o4dO4iJiWHVqlUlipirVq3i77//Jj09nbFjxxIfH8/mzZvF79onhkKh+EdhTmXn6NGjLFmyBKlUSmJiolCQU05olxa0iYi8a3JycvD09CzjoqHk6dOn7Ny5k3PnzgFFnZR//fUXDx8+xMXFBXt7e+zt7Utss3ihpfi/le48SsoTsBcXspQWuowYMaLM7/1lRcHSzpE1a9YURCjFO4zfBYGBgSxcuJCwsDB0dHTKXWbXrl2cP3+e1atXk56ezuHDh4mOjiYzM5MRI0Zw8OBBoMi9Mycnh2fPnnHmzJk3Eo717t0bW1vbj6aAFRkZycqVKyksLMTT05Nly5Yhl8uZPXs2Dg4OTJw4kfj4eBQKBQEBARgaGnLw4EEWL16MpqamUBgOCwvj999/B4qiLv9N4fvevXsMGTIEmUyGubk5AwYM4KeffqKwsJDHjx/z7bffsmXLFjQ0NAgKCmLbtm1lxFxVqlQpIc4YMWIE8+bNKyPKHDFiBNra2ly4cIE1a9awfv16cnNzCQ4ORktL66Xr1K5dm5s3bzJjxgzu3btHTEwMQUFBhIeH4+HhwcWLF9HR0SkjwAOYPn061tbWtGnThnr16gFFjkrOzs4UFBQwduxYQWzwPpk2bRoRERHs27eP9evXI5PJcHBwKOHsdfPmTVxdXalatSo9evTghx9+4NmzZ7i6upKQkMC2bduwsLB472N9E4pf82/evEl4eDhyuRx/f39Onz7NxYsXiYmJEZYfMGAAPj4+9OjRA3d393IL1sr4sczMTLp161bh+5SQkEDPnj3Jz89n586dODs7l/g73blzp8T38tChQzRo0KDCx+no6EhgYCDW1tZoa2u/tqj0TZg7dy6Ojo4oFApq164tRJ4rGTlyJK6urvz22280btyYLVu2MGXKFGxtbVFRUaFly5afrOuxyH+fpKQkQVQICHOlo0ePplGjRty6deu1tlNeI52BgcF7GbMI1K5dm4iIiA89DJG3oG/fvjg5OWFvby80LBSnXbt2Zdz/p02bhrW1NRYWFoLr27+9z+vVqxehoaEvfQYSEREReVeIwhwRERGRTxw/P78PPQSRl/BPDyflTZh17tyZ8ePH06pVKywtLYXOgYpAmcn9sQlzTExM+Ouvv0ShxCeGsbGxUPgsTmBgIB4eHjg7O9O2bVt27tzJggUL2L9/P1WqVEFPT49NmzahUCiEdV5VxDQ1NeXu3bv079+fsWPHsnv37nIz0ZVuBW5ubnh7e9OkSZP3uv8ib47S6r68oubBgwdxdXUtIeTy9vbm2LFjGBoa4uHhQWJiIlKpFC8vLy5evMjx48fJy8tj/fr1gntaZWbMmDEsWLCAzZs3Y2ZmVu6Etsjrk5GRQVBQECkpKdjY2GBiYkJkZCQ+Pj6sW7eObdu2oampyfr164V1/vjjD7y8vNi+fTvVq1f/gKOvWJQRUMHBwTRt2rSMi4aSGjVqMGvWLIYPH85vv/2Guro6K1eu5MWLF3Tu3JmePXt+oD2oeMpzSFDG+RgYGJCVlfXSSWlfX19BdJScnExCQsJLi+hff/01hw4dIjw8HG9v75eOp7TA6MiRI2+0P/8FXrx4wdGjR7GxsSE8PByFQkHPnj1xcHDA19eXatWqERoayoYNG5g/fz4LFy4kOjoaTU1NFAoFN2/eRE9Pj507dzJy5EguX778r6IadHV1CQkJQU1NDRcXF/7++28KCws5dOgQixYt4vz584SFheHp6UlcXFy52yguzigsLCQxMZHU1NQyoszMzExCQ0PZtWsX27Zt48SJEyxatIjg4GBMTU1fuc7OnTuJiorCwcGBrKws4d7s0qVLZcZT/L7N0dFRKIgq+fzzzzlz5kyJ14pHjZbnePC2KCOsHj16RPfu3enRowdyuRw1NTWCgoIEZy83Nzfq1auHp6cnbm5uwu/xwYMHxMTEEBsbWymFOcWv+ePHjweKCs+GhoaoqqqWGa8yNknZZFJewbq8+LGKJC8vj5CQEHbv3s2WLVtK/J2UDmzFv5f79+9n4sSJFT5OiUTC5s2bS7z2KlFpcZGo8t//9H67du1KOJiVXkdLS6uEWGfx4sUMHTqUn376CYVCQZs2bcode/EGoPHjx4vP1yKVCuX9ZLNmzbCzsxO+n8qI0hkzZrBq1Spmz57N5s2bUVdXJz8//6Xbe5nzlEgR8fHxxMbGCrFw74OPtXnwY6Nq1aoEBgaWeK24g1h57v+9evXC0dGR1NRUPD09gde/z3uZE5qKigrOzs5vtxMiIiIib4AozBERERER+SSZNGkSK1asYP78+VhZWaGmplbpJon+6eGkvAmzRo0aCdnwI0eOLJPL/Lr8kzMIwNChQ0u8VjyTu/S4/ssUFhZWSitukXePsojy7NkzIiIihNg4Jcqipa6uLteuXaNmzZpcunQJS0tL9u3bR3JyMlOmTAFKxikUL2KeOnWKsLAwunXrJhS6NDU10dPT4/bt28TExAhZ2SL/PQoLCzlw4ACLFy8uUdRcuXIlLVu2LCHkgqLIAeV5XilmgSLnjJkzZ3L9+nXmzJlDQEDAh9ql16ZWrVqsXbtWcGEoPaGtjAwAuHz58j9uLysri/DwcL7++uv3NuaK5k3iyGrXri2cc7Zs2YKVlRVVq1YlLS2NvXv3cvr0aVRVVQUR4JUrV1i9evUnJ8qBonPzzJkzOX/+PJmZma900bC3t+fx48dMmDCBLl268Msvv5Cbm4uLi8sHGPmHQ0dHh8TERKDonq9bt24vjTspzbZt23BxcWHfvn00atSItm3bsm/fPuD/i1dK+vfvL7iymJiYvIc9+e/Qpk0b0tPTSUpKEtyD0tLSKCwsZOnSpYSFhSGTyWjRogWPHj3CyMgITU1N4P/vKUqLp/4NSgFpVlYWKSkpmJqa0qpVK+RyOYcPHyYjI4O0tDSaNGmCt7c3ycnJqKur4+Hhwa1btxg3bhw1atTg/Pnz/Pzzz6SkpJCTk8ODBw+4evUqT5484fbt2yQmJlK1alVu377N1q1badeuHdu3b2fz5s2oqKjg6elJZGQkNWrUoHr16uTm5tKpUydatmyJRCLBwMCA7OxstLW1/9X+VjTKCKs1a9aUEKWVdvZq3rw5gwYNIiwsjCFDhuDi4kLPnj1p0qQJGhoa7+Rv/T4ofs13d3enTp066OrqcufOHRQKRZnrfOlnqfIK1uXFj1UkShG0hYUFISEhuLu7l3FgK/69vH79eoWPsbIyY8YMAEJCQpDL5S8V5hSnMsy3iIgUR3k/mZycjLm5OVKpFBUVFQYPHoyenh5GRkaMHTuWiRMnEhISQocOHXBzc+OPP/6gf//+Zbb3T85TnzoWFhbvXXT6sTYPisC+fftYt24dOTk5rF69+l9vb+3atRw4cICjR4++g9GJiIiIvBpRmCMiIiIi8kny008/vfQ9cZKoCGWcwf79+8sUlCUSSZnXlJncbxqBVdm5efMmgwYNEkRIIh8vyiLKyzr1lUWF27dv8+eff7JgwQJq1apF3759CQsL49mzZ3z//ff07NmTGzdu4Obmxp9//omzszMuLi707t0bPz8/5HI5K1euZMKECTx9+pTBgwdz8eJFhg8fTrt27Zg0aVKZSAuRyoVcLi8hTnR3d2fOnDmkpaURHBxMREQEt27dEoRbcrmc/Px8OnTowPPnz2nbti26urrC33bevHkkJiZiY2PDli1bCA4OJiAgAIlE8p8RBm7YsIHff/+d7Oxspk+fzvXr10tMaNvZ2QGUcJN6FVlZWfz+++8flTBHyYsXL/jmm2/Iz8+nVq1a2Nvbc/36dRYsWCB09WloaHD27FkaNmxIYmIi8fHx9O3bl5s3b9KmTRtBOKgs2C9ZsoSAgABq1KjxoXbrg6Gjo0N0dPRL31e6aCgFks7OzkI35MCBA9//ACshtra2LFu2jAsXLryWUKw4FhYWTJ06FVdXV3bu3Env3r2xtrZGVVUVGxsbZs2aJSxbo0YNNDQ03ijG6mNFIpGgq6uLmZkZwcHBqKqqIpPJyMjIIDIykpMnTxISEkJAQAB169bl9u3b5OXloaGhIZw3X1c89Trs2LGDvn374ubmxpAhQ+jatSuhoaEcOHCA+vXr4+HhwYMHD4iPj0dHR4fFixeTkJAAFD0jbN68GTs7O0F0M2rUKLZs2cKAAQPYuHEj27ZtQyqV0qRJE7y8vEqMe/Xq1cycOZP09HSCgoKws7MjODiYU6dOkZuby6hRo0o4phgbGzNy5Ei+//77f7XPFYkywmrIkCFcv36ds2fPYm5uTq1atWjYsCH3799HLpdz+/Zt1NTUWLFiBaNGjWLgwIF06dKFgoICYVv/9m/9Pih+zR84cCCJiYmoqakxbNgwOnXqRMeOHV/pDlFewbq8+LGKRPn9TkhIoFGjRshksjIObP/mN+jv74+rq2sJ8f6riIyMxNDQsEJFjQqFokQsr7W1dRkHR6lUiqWlJadOnWLEiBF4enryxRdfsGrVKvz8/Hj8+DEREREsW7aMIUOGcPfuXQwMDNi1axfbt28X/rZKN9Bhw4aRkpKCRCIhLCyMESNGULNmTS5cuECvXr24f/8+Z8+eZezYsf/pyFeRyk/p+8ni1y4ocrSGoihqJSdPnhT+rXT+e5Xz1LsmJSUFb2/vcp1+SyOVSt+pM9y/RemgFRgYSOvWrYXoRkNDQ77++mtUVFQwMzNj9erVdOjQAXNzcy5duoSPjw99+vQhJiaG6dOnI5PJ8PDwYPjw4Zw+fZpp06ZRpUoVRo8ezaFDhz7K5kGRokjiQYMGvbPtjRkzhjFjxryz7YmIiIi8ClGYIyIiIiLyUTN16lSGDRvGvXv3mD59OnFxcQwbNowLFy68tGNfOUnk6+tb7kRU586dCQ4OZtSoUURFRZGYmMjSpUuxt7cvM7H0uhNvlY3iHbkpKSlYWloCYGlpSWxsLKqqqkInnPI1Za7vx8bVq1dp1aoVvXv3JiQk5EMPR+Q9oiyiDB8+nEePHvH06VMsLCxYvXo12dnZ7N69m+joaB4+fAgUuZ3cvHmT9evXExAQwLp164iOjkZHRwdDQ0OmTJnC1KlTSUxMRC6Xs2DBAqKionB2dsbOzg6ZTMaLFy84c+YMGRkZNG3alJUrV2Jqaloi0mLhwoUf+MiIFCclJYWtW7eWECc+fvyYGzduMGLECHr27Mnt27dRVVXF2NiYuXPn0qpVK/bt28fJkydZunQpNjY2XL58GRUVFSH6w9zcnDVr1uDr68u5c+eIi4vjxo0bb+189j4pL7YrMDCQ6tWrs3PnTlxcXJDJZJibm7N27VoiIyOZMGEChYWFBAcHY25uDsDSpUuRSCR8//33zJs3j/DwcCQSCVu2bMHPz4+QkBCkUil79+79ILEW/5bSBS6AWbNmsWfPHszNzTl+/Dh9+/Zl8eLF5OTk0LhxY1RUVAgKCuLKlSukpqaiq6uLsbEx165d4+TJk3Ts2JG4uDgUCgUSiUQo2K9evZpFixbRsGFDMepO5B+pXr06p0+fLvGasqBU3J2xdJFJWdApHj01fPhwhg8fXmJbxaNR1NXVGTBgwLsb/FvwKkc8pRD2dRwe/i0SiYQpU6Zga2uLiooKLVu25Oeff0ZbWxsbGxvh3CiRSJg5cyZdu3ZFS0uLOXPmvPOx2NjY4OrqysGDB0u8fuPGDYyMjICie/zQ0FC6d+8uiLliY2OBogKmUpyRmZmJhoYGEydOJC0tjW+++YZq1apx6tQpatWqxfPnz4Xt5+bmYmRkhJqaGrq6uhQWFlKvXj0ePnzIwIEDGTx4ME+fPi1zzq9Xrx4ZGRk4OTnh5+dH7dq13/kxeZcoGxW8vb1ZsGAB3bt3x9fXF3NzcyZMmICenh7t27cnISGB06dPM2XKFLKyspg7dy7Nmzfn22+//cB78GomTZrEpEmTyrzu4eHB6NGjiYmJYcuWLUDJmAjlv8srWJcXP1aRqKur4+DgQF5eHtu2baNfv36vdGB7Gcrrc2n8/f1xcXF5I2GOlZVVhQpzDh06VCKWNy8vr1wHx379+rFkyRK6dOmCm5sbZmZmQiSbXC7Hw8ODFy9eEBISwvbt21m/fj3Pnj3DxcWF0NBQ4fNkMhl3794lKiqqhEtt165d+emnn2jWrBm7du1ixYoV2NjYiMIcEZGPkNLRjb1790YqleLj4yMIIB89eoS3tzd16tTBzs5fa47XAAAgAElEQVSOPn36MHv2bA4fPkz1/2PvzONqyv8//myTREkJkSwpTJQttCuKaLEvhZDGPhmDL1kykyxjHfuWJSGDsTSU0LXvpqYh26SMsmTJkNF2z++PfvdMt7KNJct5Ph7zmO4595z7+Rz3nvP5fN6v9+tdoQLt2rXDx8eH//3vf+zatQsDAwPkcjlVqlT5LJMHJSQkJCQ+bSRhjoSEhITEZ42NjQ3Hjx/n9u3bVKtWjSdPnnD37l0MDQ1feew333xT4kJUt27dmDJlCkZGRly6dIn8/HyGDBmCs7NziQtLnyKF266lpcX58+fp2LEj586dw9TUFFVV1WLbFDW5PycSEhKwsbEhMTGR3r17l3ZzJN6SokHyMWPGiOUFQkJC6NSpE7GxsRw+fBgVFRW2bdvGkiVLWLlyJaGhoWhpaTF8+HDmz5/Ps2fP0NfX5+HDhzx//px58+Zx4cIFjIyMcHZ2xtDQkIsXL+Lq6oqfnx9hYWFcvnyZvn37cuPGDdTU1Khfvz45OTmUL18eLS0ttLS0sLS0JDg4WCxpcePGDaZPny6KeyRKn5SUFI4ePcqYMWOAgsDl2bNncXFxEYMt+/bt4+LFi+jr65OdnU2bNm2IioqiR48e5OXlsWLFClEcmpSUhEwm49mzZ9jb22NlZYW1tTUODg44ODiUWj9fhSAI7Nq1i9DQUKWyXWlpacTGxqKuro6vry/Xrl3jzp07nDt3jvT0dACmT5/Ojz/+CMB3330nipNkMhlJSUnMmDGDCRMmcPPmzdfKAP1YKRrgcnZ2pkePHmhra7NlyxYArl69KmaFRkRE0LNnT9q1ayeONe7fv8+DBw/Q09Ojf//+DB8+HBUVFWxsbNDS0mL58uUAVKxYkQ0bNuDr60tERESpuA1ISBQlICAAQ0NDqlWrVqrteJkjXnx8PHl5edSpU0epfJ5CqP8uKCxkcnd3x93dXWl/VFRUsWM6d+5M586dxdeOjo7i38HBwW/dpiZNmojlzAq3c+vWreTk5ODv709ISAhDhgzhjz/+oEKFChw9ehRVVVUcHBxo1KgRTk5OjBo1ivnz56Ovry+67wwePJiWLVuipaUlljoCqFKlCnPnzqVVq1b4+PiQlpbGzp07CQoKYt++fcTFxQEFbj6Ke3/haxcTE/PW/f7QyOVyHjx4wNq1a3n8+DFlypTBw8ODUaNG0bBhQyZMmICzszPly5cnIiKCXbt2sX37drp37w4UuAUpnNQ+BRYtWsTOnTvJyclh/fr1pd2c16bw90zBhQsXir2v8Jjk/PnzdOjQgezsbObMmcOYMWPQ19fH3d2dmjVrKs0xdHR0iI+Px8XFBX9/f1q3bs2wYcPIzs6mXbt2TJo0iYkTJ3L48GHKlCnD+vXrWbduHb/88gtt27Zl7ty577X/Cq5evYqenh4tW7ZEW1ubGjVqcPDgQbKyslBTU+Px48cA7N69m3HjxvHnn39y7do1jh07RmpqKjdv3iQiIoLVq1fTpk0bkpKSuHz5MhkZGZw/f541a9bQvHlzOnXqRGJiIj4+PvTv358qVapgampKdnY2ZcqUYd26dQQHB6OpqYmFhQUaGhqf9NqKhMS7QiaTMXfuXNGNdc6cOeK+qKgoZs+eTV5eHlOmTKF9+/asXLmSsLAwpfvb7t27mTZtGs2aNePSpUscO3aM69evv/SeFBERgZGR0XvpU9HSjY6Ojhw5coQ+ffrQoUMH+vbti76+vug0qxBXJyQkiGLO+/fviyUQDQwMAD7ZJEkJCQkJic8fSZgjISEhIfFOiI+P5/z58+LC65swcuTI91Y+ytbWlrFjxyKXy/Hx8WHXrl1UqVKF1NTUVx4bHh5eYikRxeJQ/fr1RZeYR48eoaGhQf/+/fH19cXExIQffvjhs5gM6unpceDAARwcHKhWrRrjx48HwNfXV2nbs2fPmDBhAj179iQyMrKUW/1usLS0xNLSEoBmzZqVcmsk3paiQXIHBwf2798PQPv27Rk1ahQGBgbY29vj5eXFnDlzsLe3Z+7cuTg5OTF27FgaNGjAtm3buHTpEj/88ANLliwhJSUFY2NjmjVrhoaGBuXLl+fKlSssXrwYf39/evToga6uLlpaWmzZsoXAwEDKlSvHzZs3uX79On/99Rc9e/akVq1aPHjwQKmkha+vbylfNYmirFy5ksTEREaOHMmcOXO4d++eGMBdv34948aN4/Tp03z11VdoaGhQpUoVLl68SLly5WjQoAGnTp2iffv2VKpUibp162Jubo6pqSnOzs6MGTOG3NzcEss/fEzW4/Cvs5qRkZHobGBkZMS1a9cIDQ3lzz//5MqVKxgZGZGQkEClSpXYuXMnDg4O/P3332zevJlTp04B/4qTFIvGpR3Ef1dcvXoVGxsb4N/FYQsLC65evcqzZ8+AAqHX1q1bycrKQl9fn7Nnz5KdnU1SUhKPHz+mYcOGGBkZoaamxpQpU4DiVtuFg/SSTbvEuyAlJYXk5GScnZ3/8zmcnJw4cOAAISEhoutKaaFwxGvbti25ublkZ2fj6enJxIkTxdIrCtev2NhYrly5wqVLl3j06BF6enql1u7SoHPnzkpj/LFjxxIbG4uDgwPly5dn7969zJgxAw8PDzQ1NcXkhKLuO0XLGypQU1NjxIgR2Nvbo6qqypIlS0qjmx+MZcuWMX78eJycnLCzs0MQBGrXrk1CQgINGzbkt99+w83NDXNzc/r16yeKfnNzc0u55f+iEAYVdtMqib1797JhwwZGjBiBiooKZmZm779xpcjz58+JjY0lMjKS/fv3c+/ePQ4cOICamhp2dnZKc4wTJ05gZWXFgQMHUFdXp2fPnqxZswZjY2N69+7NrVu3OH78uCh+EwQBPz8/7OzsPui909zcnDlz5jBr1iwcHBwwNzfHzc2NCRMm4OnpKTrf/Pbbbxw5cgQ7Ozsllz5jY2NGjx7NkCFDMDU1Zdy4cXh7e7Ns2TLxPY8fPxbL+m3atAlBEAgLC6NSpUqMHj2adu3aiWW8GjduLAlyJCSKUPTeAwUi0Dlz5nDo0CHkcjkdOnSgbdu2rFmzhuPHj3PmzBlx3jVr1iyOHDlCZmamOPcKCgp65T3pfVG0RGB+fj7ff/89UFA+tW/fvjx8+JBbt25RqVIlMRmwSZMmbNu2DW1tbXH+rKKiwoMHD9DX10cul3+WyYNQUPL5fYnJC6MoN/Y+HYf+SyyhpP4GBgYyd+5cJVfMwshkMmQy2TsRt0tISEi8LZIwR0JCQkLinWBlZYWVldV/OvZ9iXIADA0NuX37NjVq1MDW1hZvb2+GDh36WsKcpUuXllhKRDFxLGkC2bt3b/r160dAQABnz56lZcuW775T75nCGYOKBdiSSqkUFd8UrcktIfGxUTRIrqKigo6ODvBv5lV6ejobNmwgPDwcKysr4uLiePz4MefPn+fs2bNoamoSHR1NTk4O//vf/wAoX748x48f59atWzRt2pTGjRtz7NgxqlSpImasbdq0idTUVBo3boyamhqamppicHDIkCFkZ2ejr69Ply5duHTpEg4ODi8tq3Hnzh3WrFlDUFDQe75qEkUJCAjAxMSExMRE4uLicHd3p1u3bkRHRwMFLmN6enrI5XIuXbqEnp4eKioq9O7dm8jISFRUVJgyZQrnzp1j27Zt/PTTT9y6dYtt27YRFRVF7969CQgIKOVevhrFM1Aul/Pnn3/SsmVL7t27R5MmTbh69SqPHj1CX18fNzc3mjZtyvTp09m5cyf37t0jNTWV6tWr4+bmxr59+1i8eDFZWVkYGhqydetWcnNzuXfv3ie/kGpubs6pU6fo1KmTWHJKRUUFb29vhg0bhpubG7q6uowZM4bdu3cD8M8//yCTyTh8+DCjR4/m8ePHWFtbEx4ezuHDh3FxcSnNLkl8IaSkpHDo0KHXEua8qGzLx0SnTp2QyWSoqqqipqbGrl27qF+/Pnv37iUnJ4cxY8aQkpLC0qVLqVSpEqdPn6Zly5a4uLiQn5/P+vXr//M851NDQ0Oj2Bh/zZo1Sq9tbW05ceKE0raS3HeKljpSuI3079+f/v37K+0rHGD52ISob0PHjh0ZMWIEDRs2pEyZMkBBuaeuXbuyYcMGNDU1gYIyTqNGjRJ/c4GBgaVa1ullvOg3v3PnTjZv3kz9+vWxs7P77MsONWnSBChYB1m1ahWWlpbifKKkOUZhrly5Qt++fYGCAGtaWhrjxo2jf//+6Ovrl1oZW09PTyIjI+nTpw8qKipUrVqVw4cPU7VqVSpUqMD169f5559/yMvLw8bGhgEDBojfYSgQVvfp04cffviB7Oxs5s6di7a2tlJQXyFM//XXX5k1axYxMTEkJCTQqlUrmjVrho6ODgYGBhgZGX1UAjUJiY+FoveeqlWrcv/+fZKSkkQh371798jIyBBLRxZOMlNTU0NbWxttbW3RXeZ17kna2tovbVdYWNg7ue+fOXOGiRMnkpubK/bHwMCA4OBg4uPjxUSFadOm4enpiVwup1KlSmzfvr2YcLh9+/afXfIgFPwb7dixQxTmvCkf09j9bWIJhVmwYIHSa8VzRxJ3SkhIfIxIwhwJCQkJiXeCQkl/9epV7t69i6amJtu2bUNHR0ccaJ8/f57vv/+e1atXc+fOHXbt2kWNGjVEtfvp06cZP348ubm5+Pv7M2DAgHfStmrVqtGoUSNq1apFRkYGNjY2bN68+ZXHvWkpkSdPnuDp6Ul+fj46Ojo0atTobZsuISHxDikaJJfL5fz9998AogDg6dOn3L17Fzs7O86fP0///v1JSkrCwsKCpUuXMn36dOrVq4e7uzt+fn64u7tz7949XFxcqFChAhUqVODYsWP07t2br7/+GicnJ8LDw6lRowZ16tRh0aJF+Pr6cvnyZczNzZk/fz5r167l119/5dmzZ5QrV47Vq1cjCAKDBw/m3LlzwL8LcIXLGUiinNJDTU2NxYsXM3HiRDZt2gRA7dq1gYLFn4ULF9KuXTv8/PyYNm0aa9euxc7OTnSQcHR0xNHRkbi4OB48eECNGjVKLLHysVDUNr1Xr15s3LiRy5cvo6Ojw8WLF3ny5Am5ubno6+vz7NkzHj16BMCOHTs4cOAAUFDia8eOHejp6REfH0/Tpk3x9/enTp06uLm5sX//ftq0aUPv3r0ZNGgQDx8+pFu3bqxcuZJKlSqVWv9TUlKYNGlSsbJar8pO9PT0ZM+ePaLThAJNTU0aNWpETEwMU6ZMYdGiRVSpUoVKlSoRHh7O4MGD6devHw4ODpw4cYK5c+dibGzMnDlzyMzMpGvXru+trxKfPzKZjPnz5yOXy3n48CGbN2+mf//+5Obm0rhxY5YuXcrKlSs5fvw4J0+eZPLkyWK2rOIZ5OTkxIABA8SyLXfv3iU6Oprnz5+zfPly8ZlVmKFDhzJ8+HAsLCxYsGABxsbGH/S7nJ+fz4IFC+jTpw+tWrUSSzOMGDGCy5cvM2rUKKKjo8nPz6d79+7cunULLy8vunXr9kUJcyTeDbVq1RKfGe3bty+2vyTx0ftMVnlTcnJy6N69O9nZ2ejp6eHm5kabNm2K/eb/+usvtm/fTlZWFrt37yYhIYGOHTuSmJiIk5MTQUFBtGvXrrS7815ISEgQ/+/i4sLFixfFfSXNMRTODerq6pibm7NgwQKqVatGfn4+KioqZGdn07FjR0JDQ4mKiioVpwdVVVXCwsKUytBZWloSGhpKw4YNuXXrFr/99htVq1YVx7+CIGBnZ4eJiQkLFy5kx44dokPUxo0bkclk5OXl0apVK6Kiopg8eTIaGhqMGTMGV1dXfv75Z3r27Mmvv/6Kuro6ZmZmogtPo0aNUFcvCF28DzcICYlPkZLuPQoXqpiYGNTU1MjNzUVFRYXU1FTy8/P57bffxOPlcjnPnj0jMzOT+/fvA7zWPalnz54vbdebCnOKlhAsXLqx6O9dXV2d1atXK22ztrYu5hRaknD4Y0wePHHiBKNHj0ZbWxtfX182btyIgYEB165dY/LkySxfvpxnz54RExODtrY2o0aNIj4+Hh0dHSIiIli5ciWxsbE4OTnx888/8+TJE/r160dCQoI4Zl29erVYUnLhwoU0bdoUS0tLGjVqhIWFhZhk9ioSExPx8PDg4cOH9O7dm7Jly+Lv709wcLD477dgwQIEQeDBgwcMHTqUsLAwypYtS1RUFIcPH37lfsU8Q+FYXrgfkyZN4siRI1haWvLkyRPWrVtHXl4eAQEBXLhwgeDgYDp16qTk1JmamkpaWhoRERGMHz+emzdvYmJigrGx8fv6J5WQkJB4IyRhjoSEhITEO2XdunViYDkyMpLBgwdz+/ZtTp06xYULFxgxYgTnzp1jy5YtbN26lW+//VY8dsqUKezevZsKFSrQrl07fHx8xMzCt6Fwffu0tDTg38XQwjaWikmFYhK4atWqYucqvIhaeLKo+PtjnPRJSEgUUDRIPmXKFFxdXREEge+//x5NTU0aNmyIp6cn9erV4/r16+zcuZMyZcpw4sQJypQpQ7169ahZsyY7d+7k+vXrCILA06dPuX//PhEREQwdOpRnz54RFhbG0aNHycnJITs7m4cPH4puPZcvXyYzM5NHjx7x66+/EhkZyZUrV6hRowZXrlwhKSkJY2Njli9fTm5uLt7e3iQkJGBtbc2VK1dYunQpjo6OTJo0ibCwMLp06UJWVhaVK1dm69atpXyVP38KB0pelGlW1FGtpGOh4Ds5ZMgQPDw83lNr3x2FbdNv3LiBtrY2kZGRqKmp0aJFC2xsbHj69CknT57ExsaGQ4cOoa2tjbW1NadPn6Z+/frk5uZy8OBBateujaurK3K5nPDwcObNm8eFCxfw8vJSGhfExMSUYo/fHlVV1WJOEwoU44k6deowbtw4pRIhJY0/AgMDi7lPSEi8DXv27GH69On89ttvxMbGoq6ujq+vL9euXSMgIIA6deoQEhLyQveSwmVbFOVMr1+/ztSpU4mIiCj2fh8fH7Zs2UJISAj79u1j165d77mHyujp6bFs2TK+/fZbjhw5wq5du+jRowd//fUX+vr6AOjo6ODh4cGYMWOwtbVl9uzZpKWlkZmZ+UHbKiFR2uzcuRNra2uCgoJEF7+SfvPNmzdnzpw5RERE0L59eyZNmoSpqSn79+//rJyPSkJDQ4P27dvz/Plz5s6dqyTMKTrHgAL3JG9vb/z9/Zk+fToDBw4kOzsbDQ0Ntm/fTteuXcUylz///DM1atRg4sSJnD59WnSI+BAULUN35MgR7O3tqVChAps2bSI6OhoTExNsbW3R1NRkx44d4rElOUQVJTU1lUGDBpGXl0edOnUwNDT8UF2TkPgsKOneo6qqyrfffouLiwsqKio0bNiQJUuWMGDAAGxsbHB0dBSPHzduHA4ODlhZWfHkyROSkpLw9PSkUaNGGBoacufOHWrVqiW6+5YpUwZDQ0OWLVtG69atmTFjBj169ODo0aNYWFiwfft2tmzZIgoyFy1aRGpqKrNnzxbdg0sSqH7J7N27l1mzZuHk5MSNGzdYtGgRBw4cYMuWLaxfv579+/cTGhpKTEwMxsbGZGVlceTIETZu3Mjy5csJCAjg5s2bogD4zp07nD59mvPnz7N+/Xpq1KjB7t27OXLkCI8ePWLgwIHs3LmTW7duceLEiVe6HxVFMWd4kVhUEAR27dpFaGgoZ86c4eDBgwQEBIiCsFftV1C0H1WqVOHChQscOXKEyMhI9u3bB0BGRgaTJk1CX18fV1dXOnXqpHQeMzMz1q5dy5kzZ1BTU+PAgQOEhoaSk5PzRv2WkJCQeF9IwhwJCQkJiXdGfn4+Y8eOJTExkb///pvOnTsDYGpqStmyZTEyMqJBgwaoqqpiZGREUlKS0vEJCQmiZff9+/fJyMigevXqH7wfHzOKDJLCATwJCYnXo6QguZubm/i3TCajatWqxMTE0KVLF/r27YuxsTEdO3Zk8ODBBAYGIpfLycjIYOLEiXTo0IEHDx5ga2tL3759ReHPlStXuHr1Ku3bt2fx4sUsXryYrVu3MmfOHL777jvKli1LxYoV2bx5M9OmTaNHjx60a9eOoKAgYmJicHBwoHv37piZmYmZTHl5eVSqVInFixcrBQhv3ryJgYEBUVFR77X2u8S/WFhYMGHCBJKTk9HQ0PhPxyrstLt37863337LsmXL3lNr3x0vK9mgoaHB6tWrSU9Px9jYmG7dulGmTBnKlSun9L0sW7Ys5ubmHDx4UMzmzMnJYfTo0aiqquLq6oqPjw9VqlR5Z+3Ozs6me/fu5OTkULFiRVxcXNiyZQu5ubmimO2vv/5i4MCBL8xUhAJhr5eXF3fv3mXz5s2iQxLwVo5/0vNc4r/yNiUNLSwsAKhevTqZmZl069aNzMxMUlJSSE9PV3pvUaGh4nXhe0B4eDgRERFimciSsLW1JTg4mJSUFKpVq0bZsmXfuN1vQ2Zmpvg8r1ixIuXLlycyMpLZs2dz4MABpk2bRrVq1UhJScHZ2ZmLFy+yb98+GjduLD1fJT57ijrj2dnZER8fj4ODA5mZmVhZWVGnTh3s7e3R1NREV1eXixcvcuPGDa5fv16slNmXgJWVFSEhIeLrwq56P/zwA6dOncLPz4+6desCxQW2igCjgqJiZEUZqQ9N0XYWdckoSXClWKMwNTUtFoAvPM5RXKOjR4++8JwlJT99LsTHx3P+/HkGDRpUbN+7KgP0Mj7EZ0i8f15073F3d8fd3V3pvUOGDGHIkCFK29zd3fH09CQtLY3ff/+dbdu2YW9vT8WKFTl79iza2trk5eXh5OTEsWPH+Oabb+jYsaOYVAEF36UaNWrQpUsXIiMjCQgIYMOGDchkMuRyOSNHjuTQoUPI5XI6dOjw1sKcT+1ekJmZyaFDh8RSU0VdVocNG0ZISAhr1qxh5MiRNGzYUFwnV4zRjYyMePToETk5OWKJ8+bNm5f4XFCsuSvG9cnJySQkJNCmTRul95mbm7+xKKfwnEFFRUUsMVh4bFy4zZUrV1Zqv5qa2iv3v6gfqamp4rFWVlbic1NfX5+aNWsCJZeLVJRuS05OFtcwmjVrxsmTJ9+o7xISEhLvi4+jmKCEhISExGdBfHy8qOQfPnx4iTVdX+QiAAVBv19//ZXg4GA8PDzeWJQTGBj4we2eS0IxWS36t4SExMePIgPt9u3b5OTk8NNPP+Hr6ysKMDIzM5k/fz49e/YUM89UVFTw9/cnNzeXXbt24enpyc2bN+nduzfh4eE0bdqUZcuWkZaWxogRIzAxMUFbW5sBAwawe/duIiMjGTp0KOnp6dja2pKRkcHmzZvR1dVVcmY5d+4cCxYsIDk5WWyvqakpjRo1wsfHh/nz53/4C/YFoqurK2ZtFQ7CyGQy1NXVCQ4Opm3btkBBoKJWrVritsLHKnBzc8PAwOCD9+NNKWqbXtgt6Pbt29ja2tKhQwdq167N7t27OXjwILdu3VI6R5kyZejfvz8uLi60adOGwMBAUlNTcXR0pHXr1lSuXPmdZ07v3LkTGxsboqOj0dPTQ11dnaioKI4cOUKDBg04dOgQAI8ePWLLli2MHTtWzFR0d3cXA2V37txh+/btLFy4kFmzZil9hsLx79ixY0REREjZeBLvHUEQqFKlyn8uaVh4PH7//n28vb2RyWTY2toiCIKSu5euri63b98GUAq+F74HLF26FJlMxqpVq14oYlFRUcHa2pqxY8fSq1ev/9Tu/0rVqlVp2rQpCxYsoG7dukRFRaGnp8eIESN4/PgxEydOZPXq1Tx8+JDbt2+zbds2LCwsxIQBCYkvgefPn7Nv3z6+/vprLl++THp6OkeOHMHAwIC4uDgyMjIICAggLi6O5ORkrly5gqWlJVZWVsVKOL9IoPc5Is33JV4XKyurEkU5UCB0eB0Kf98EQXgj4ejrfobE5822bdtwdHTEy8uLatWqMW/ePMaMGUN6ejqtW7emUqVK1KtXj5MnT2JiYkJ4eDgtWrSgZ8+eVKpUiSpVqmBjY8Pjx48ZMWIEK1as4Pr161y8eBFHR0cmTpxIUlISNWrUoHbt2pw+ffqLEzhnZmYquYkVRU9Pj6VLlzJr1iymTp360jXzOnXqcP78eQDOnTtH3bp1i7nwFj2mdu3atGjRAplMhkwmIzY2Fnix2+/LKHzuR48elTgneNWa/+vGBIruMzEx4dKlSwD8/vvv4r6HDx9y69Ytnj17VmIMQNHP2rVri2sYRd15Spv4+PhiSYMpKSklJu0ULvkmISHxeSAJcyQkJCRKEZlMphRg/dT56quvuH79Ou3bt+fMmTNvfPy0adPw9PQkMDCQX3755Y2PX7BgQYlq+f+CTCbD29sbLy8v7OzsiIiIwMXFhY4dO7J27VqxvnFwcLA42fH09MTDw4OYmBhatWrF0KFD+e6774iOjsbR0ZHmzZuzYcMGANq0aSNOILp27cq9e/fEz05PT6dNmzbY2dkxbNgwcnJy8PLyon379mKAMDc3FxcXFxwcHOjatSv5+flihm+PHj1o0qQJO3bswNXVFTs7O7Kyst7JdZGQ+JxxcnIiKiqK6OhoDh06RHh4OH/88Qd16tShUaNG+Pn5YWhoKN6jypUrBxRkcAmCQNOmTencuTMqKiosXLiQiIgIBg0aRGJiIseOHSMtLY3Fixejra1Nnz596N27Ny1bthTdCoKCgrC1taVr165ioL9Hjx4AeHh4YGVlxbx589DT0xPbnJ2dzejRo4mIiCA6Opq7d++WyrWTeHMuX76Mh4cH33zzTWk35bVQiNaWLl2Kq6ur0r7ly5eTn59P2bJlWbJkCRcuXMDFxYV58+bh5+dH2bJl2bhxI25ubkRGRtKrVy/i4uJYsmQJZmZmHD16lJMnTxIREfHOg3k3btygcePGQEFAJCsri0GDBuHo6Mi2bdtEd5CXZSoCNGrUCHV1daysrLh+/brSZygc/9q0acOdO6Lg79gAACAASURBVHfIyMh4p32Q+DIYPHiw6Cb5008/ER4eXmz8GBwczIABA3Bzc+PcuXP4+voCBdnSrVq1wtbWVlyAtrOzA/5d5M3JyaFTp06MHj1aKVigqqrK3Llz8fb2FseLFhYWHD9+nJ49e9K4cWPS09Nxd3d/4Xfb2toaBwcH1q5d+9I++vj4IJPJRPHi21LSovaLsLKyIjo6GplMhomJCRcuXCAqKoqIiAj8/PxQU1MjJiaGbdu2UalSJTGzuVatWqIbxPtk3bp1zJw5k+nTp79wvyQAkHifFHbGO3/+PNnZ2bi5uVG2bFnu3buHiYkJv//+Oz4+PhgZGeHg4KA0hy2MtbU13t7exZxRPid+//13PDw8aNCgAY6Ojtjb23Pz5s0S3+vl5SWOJwIDA8Ugq8SXhUwmY9KkSVhaWtKvXz8sLS2Jj49n5cqVYhmgxMREoqKicHBwEIXlgNL6UuGxwLZt25g0aRJQ8JxYt24dKSkptGnTBi8vL1q1asWNGzeKfYbEp4mTk5OSW85/oVevXhw+fJipU6fSqlUrOnfuTPny5alQoQLZ2dlMmzYNDQ0NqlevzoABAzA0NGTUqFEYGBhgZGTE7t27adq0Kbq6uixatIhOnToRFBREvXr1OHz4MCkpKZiZmeHq6sqcOXN49OjRJy3WPHHiBC1btsTZ2ZmwsDBGjRqFg4MDnTp14vHjxwDFtq1cuZLY2FicnJzIyMjgyZMnSr/5FStWYGZmhpmZGZcvX+bhw4cv/Hxra2u0tLSwt7dn06ZNDBkyhKpVq/Lw4UO6detW4rGVK1emY8eOODg40KZNG2bOnPnG/XZyciometm5cyf79u37YML1atWqYWVlhb29PQcOHBCT5QwMDAgODsbBwYHx48e/8PiWLVuSnZ2Ni4sLV69e/SBtfl1eJtSUkJD4AlCoqz+G/5o1ayZISEhIfCnk5+cLU6dOFWJjY0u7Ke+E6OhoISQk5J2cKy4uTggKChIeP34seHh4CDKZTPDw8BCcnJyEoUOHCoIgCA4ODkJ+fr4gCILQrVs34fbt24Kjo6OQm5srTJ06VRg0aJDg4uIiDBo06D+3wdPTUxAEQZg+fbowatQoQRAEYfDgwcLcuXOFVatWCYIgCFOnThXi4uKEuLg4wc3NTTy+bt26wl9//SUIgiBkZWUJgiAIubm5gq2trSAIgvDDDz8IsbGxYh8Lk52dLeTm5gqCIAg+Pj7CzJkzxWs7ePBgYe3atYJcLheePXsmCIIgBAUFCfv37xdu3LghWFlZCfn5+UJERIRS+7dv3/6frsPbovi3lJD4GLhx44Zw8OBB8W8fH59i+xXb5s+fL9jb2wtNmjQRtmzZIgwbNkyoV6+e0KFDB+HRo0eCIAjCxIkTBRsbG6FNmzbCo0ePhKSkJMHBwUFwdHQUFixYIAiCIISEhAiOjo6Ck5OTsGLFCuHGjRtC9+7dBXt7e6FRo0ZC3759BUdHR8HMzEzo3LmzMG3aNMHHx0dISkoS3N3dhW+++Ubw8vISfHx8BEdHR+HAgQPC1KlTxbZeuXJFsLOzE1q1aiX06dNHkMvlH/CKSnwpfMr38i1btggzZ84UBEEQhg0bJsyZM0eYOnWqIAgFv+G1a9cq/fYL93Xt2rXCqlWrhBs3bggNGjQQ8vLyhNOnTwsBAQGCIAjiM719+/bC06dPBUEQhJycnA/ZPYnPiOjoaOH7778XBEEQOnToIH6nCo8fp06dKoSGhgqC8O8zKy8vT2jRooWQk5Mj3LhxQ+jYsaMgCP9+P2/cuCH0799fuHbtmtC/f39BEIRSe1ZcvHhRGD58+Af/3KL3MMUc4mNi7dq1wtq1a1+4XzHPkZB4H8TFxQmurq6CIAhCZGSkEBwcLAwYMEAQBEEIDw8XZsyYIc49s7OzhebNmwuCIAh2dnal0+BSpvDcXzHXj42NFSZOnCgIwr/3X8W9Nzw8XFi1apWQn58vODk5lU6jJUodxbPI0NBQ+Oeff4Rjx44JgYGBgiD8+53Jz88X7/fZ2dmCs7OzIAjK60uFxwJFx62KcW39+vWF3Nxc4dSpU8LXX3+t9BkSEoIgCLNmzRIaN24sWFhYCKqqqoKVlZVQv359wdTUVChfvrxQsWJFoWbNmkK1atWEKlWqCGZmZkLDhg2FJ0+eCLa2toK6urowYMAAYerUqYKlpaVgaGgoGBgYCObm5sK8efOEKlWqCNbW1sKwYcNKu6tvRVBQkBAXFycIgiCcOXNGGDhwoCAIBc/GmTNnlrit6FpT0d98RkaG4OHhIcjlcuHBgweCl5fXB+/Xq3idcadcLn/vcwpFG7Zs2SLe9z4V4uLiBC8vL8HT01OwtbUVNm7cKDg7Owvu7u7CoUOHxHv35MmTBTs7O2HkyJHiXG3FihVCy5YthfHjxwuOjo6CIAhCaGio4ODgIFhbWwsXLlwQ0tPThZ49ewqCUHCd2rRpUxrdlJCQ+H+Ac8JramHUS1sYJCEhIfGxceLECUaPHo22tja+vr4kJycTEhIiZko6OTkxYMAAdHR0uHv3Lps3b6Z27dpYWlrSsGFDrl69yvLly2nRogUbN25k8eLFqKmpsXTpUho1aoSNjQ1NmjRBS0uLHTt28Msvv9C2bVvmzp1buh1/C9LS0vjhhx9YsmTJOzvnkydP6Nu3LzNmzCAsLIwJEybQunVrxo8fz8mTJ7GxseH48eM0a9aMrKwsqlatqnT8V199xerVq3F1dSUzM5OKFSu+cRteVAdXX1+/xLq6irq/AIaGhtSoUQOA8+fPM23aNHJzc7l48SIAffr0YcaMGaSlpdG5c2elz33w4AFDhw4lMzOTlJQU6tWrR4sWLYB/a+VmZWUREBBAWload+/epV69etSrV++VGf8SEl8yKSkpHDp0CGdn52L71q1bh4ODg/g6MDCQwMBA8XXPnj2xs7Nj7969yGQyDhw4UCyrvWLFisVqfgcFBSmVGvHz8yM0NBRTU1MiIyNJSUlhw4YNDB8+HBMTEy5fvszGjRvZuHEj9vb29OrVi0mTJrFx40acnJxwdHTExcUF+Lee/OecjSwh8bZ4e3vTvXt33NzcKF++PNbW1kRERHDu3Dl0dXWpV6/ea53H0NAQb29vMjIyiIiIUNqncPyTy+VUqlSJ7du3v4+uSHzmuLi4MGvWLL7++msqVKjAhQsXio0f4d+xoIKMjAxMTEzQ0NCgVq1aYvauAsVYtXDpw2bNmvHtt9/+57ba2dlx7NgxnJycOHDgAOrqr15aOnr0KOPGjWP9+vX/+XOLongeV6hQgd27d6OpqSk6yyienQpnyzp16mBpaUmjRo2wsLDg8uXL6Orqcv78edq1a8fUqVO5fv06w4YNIzs7m3bt2jF27Fg6deoklgBwdnYmJiZGzNh9W3JycujevTvZ2dno6enh5uaGr68vYWFhdOnShaysLCpXrsx3331HfHw8Li4u+Pv7k5eXx/r163n69CmhoaG4urri5+dXrD+XL19myJAhAHTu3JlvvvmG77//nkOHDqGqqkpYWBi1atV6J32R+PRROOM9f/6c7du3M2XKFOzt7alQoQKbNm1i9+7dLF68mGfPnoluXcbGxnTt2pXp06dTv379Uu7Bh0Ux9589ezYHDx4kNzeXBg0alPheb29vfHx8qFevntJ8Q+LLxNTUlLJly1K9enUyMzOV9t2/f5+kpCTRWe7evXsIgqC0vgT/jgWKln5RvH6Z06OEBIC5uTn9+vVjzJgxyGQypk+fjrGxMffv36dJkyY0bNgQgKtXr2JgYIBcLiczM5Ny5cpx7Ngx9PX1WbBgATo6OiQlJbFv3z6qVatGfn4+KioqJCQkMGnSJExNTUu5p2/HsGHDCAkJYc2aNdSrV0+89zdv3pzDhw9jYmJSbFtRiv7mk5OTSUhIoE2bNh+0Ly9DLpcTEBDAtWvXRGfoyZMnc+DAAYYMGcKgQYPEcX9ISAipqamkpaUxffp0xo0bVyxG8q4ICgri5MmTqKmpsXXr1nd23g+FIAjs2rWL0NBQzpw5w8GDBwkICBBLa92+fZszZ85w9OhRNm3axP79+8nLy2PNmjUcP36cM2fOcOrUKQC++eYbJkyYwPXr15k6dSoRERFkZWXx5MkTTpw48c4cSSUkJN4/kjBHQkJCogh79+5l1qxZODk5MX/+fH7++WcSExO5dOkSzs7OrFy5kt9//52MjAy8vLywsbHBycmJv/76i8OHD9O/f3/at29P27ZtSU5OplevXixevBhXV1fWrVvHzZs3EQQBNTU17Ozs8PPz++QHT9WrVxft3t8VP//8M4MHD+arr74iKSmJ//3vf6ioqPD06VOsra3p1q0bGzZs4N69e3To0KHY8YVFKY8fP/5PwpwX1cHV1tYWSw0kJiaKk6nC9XoL/z179mxWr15N9erVxQBgnTp1SE9PZ+vWrWzatEnpczdt2oS3tzd+fn74+PhQv359EhIScHd357fffqNVq1bExMRgZmbGpk2bCAoKeuPavR+ShIQEOnToQHZ2Nps3b6ZPnz7k5uZSuXJltm7dipqaGpMmTSIuLg5NTU127NhBamoqw4YNIz8/nxEjRuDr61tiwEFC4mWkp6fj4+NDbm4ujRs3JjMzk+PHj3Py5EnWrFlDeno63bp1Izk5GU1NTbHsB0BUVBSzZ88mLy+PKVOmkJOTQ2JiIo6Ojnh4eJCWloaTkxO5ubn4+/szYMCAN25fUcGAjY0NqampSkGQoou1EgWkpKSIQdeSCAsLY+DAgR+4VZ8vTk5On2xtc8VzRV1dnaFDh2JmZsaFCxeKvU/xXSrc18I13mUyWbFjFGMfa2trDh48+M7bLvFloa6uTq1atfjxxx/x9vYucfwIymNMKLCrT0lJITc3l7S0NHR1dQF4/vw5gFiyQlH6UFVVFVdXV3x8fKhSpcoH6h3Y29tz8uTJd37eO3fucPbsWY4fP86xY8eYMWNGibb2YWFh3Lp1ixMnTqCtrY2fnx9OTk4sXLiQli1bMnXqVIKCglizZg3Gxsb07t1bFD1dv36d/Px8TE1N35koBwpKAlhbWxMUFERAQIC4/ebNmxgYGBAVFSUGWq2srEQR1LNnzxgwYACPHz+me/fuYnnBov2ZMGECy5cvp379+sjlchITE0lLS0Mmk5GUlMSMGTNYsWLFO+uPxKeNlZWVUomUokk3PXv2pGfPnkrbis5jvyRUVVV58OABMpmMo0ePEhsbS0REBB07duTs2bNKv63y5cujo6PDwoULCQ0NLcVWS3wMlLROo9hmYGBAo0aNiImJQU1NjdzcXFRUVIo9+xWvdXV1uX37NlDwvFeUb/3jjz/Iz88nISGBunXrFvvcTxGFGPdNSjm9iYD4S8PT05NRo0bh7OxMZmYmampqPHz4kPj4eH7//Xf69u3L06dPMTY2pm3btsTExBAXF0enTp3Yu3cvDg4O1K1bFz8/P6ZPn87AgQPJzs5GQ0Pjo0xS+C/fHwA9PT2WLl1Keno6gwYNolq1agCcO3eOunXrUqdOHfbv3098fDxRUVHUrVuXq1evcu3aNfEcRX/ztWvXpkWLFmzbtg1ATPwsTXbt2oWhoSGrV69GLpfj7OxMjx49CA4Opl27dsXKLpmZmbF27VpSUlK4c+cOsbGxnD9/nlmzZrF8+fJ31q5Zs2a9s3OVBi9K+LW0tCQuLo7U1FTxvt2sWTP279/P/fv3MTExQV1dXSkhIzw8nIiICFRVVcXvVJcuXdi1axeHDh0SyxpKSEh8/EijEgkJCYkiFFbDN2vWTFQ3d+3aleTkZDZt2oSzszM//fQTrVu3Ri6X89VXX3H27FliY2Np3rw5Dx8+pFatWqSmpqKmpoaqqipmZma4ubmRlZXF8ePHkcvlmJubKwV9JP5lwIAB3Lp1i507d2Jubo6vr684IM3Ly0NdXZ1vv/2WjIwMfvzxx2LHv09RiqamJtHR0Zw9e/a1JvidO3fGy8sLKysr9PT0xO3u7u4cOHBADKAocHZ2pl+/fuzcuRMocOE4ceIEbm5u4vEtW7Zk+vTpb5zxXxo8f/6c2NhYIiMjCQsLIyoqCi0tLSZNmsShQ4cwMDAgOTmZ48ePi/9WkydPJiIigurVq2NnZycuAhcNOEhIlJRtfv36dUJCQti7dy++vr7069cPY2NjdHR00NLSYv/+/Zw8eZKzZ8/i6uqKubk5O3fuxMfHBzU1Na5evUq/fv2wsLDAzc2NH3/8EWNjY8qVK4empibNmzdn1qxZWFlZoaqqyrp16+jRoweenp6vFJ0piIuLY/Xq1URGRqKlpcXQoUOpU6cOPj4+Sv2rWLGiKBgoSRggUTKSMEeiMB07duTp06eYmprSunXr0m6OhMQL6datGz169OD27dv8888/JY4fi6KmpsaIESOwt7dHVVVVDKZ37NgROzs7WrZsCUBqaiqDBg0iLy+POnXqYGhoWMwpNDw8vFjG6+rVq0WXm4ULFyo5RL5vXvaMX7duHZcvXyYlJYV//vlHFNTl5eWRmppKTEwMbdq0oW7duty9e1cUKCUnJ9OoUSPg38VyLS0tAK5cuULfvn0ByMzMJC0tDR8fH7Zs2UJ+fj69e/d+p/1LTk6mSZMmgLIT0qvcjWJiYli4cCGCIHDv3j1xe9H+3L9/X3QxUVVVJSkpCZlMJl4rRXBJQkLiv6Gnp0f58uVxdnamcePGPHv2jAoVKmBiYoKamprSexUumF+as5DE61HYferbb7/FxcUFFRUVGjZs+FJn6saNG5Oeno67uzv6+vri9pKcHj91h6vr168THx9f4j65XF5MvPQqMjMzOXToEF26dHmr83yqqKiosGjRohfuL5rIUHRu/csvvyi93rdvn9Jrhev8p86KFSvYsWMHT58+Zfz48Rw5ckQpkapixYqsX7+eHj16oKmpydGjR6lQoQJz586lW7durFy5stg5K1euTMeOHXFwcEBNTQ1nZ2cmT55cCr37l6tXr2JjYwP8K/yzsLBAQ0OjxN9E4XHrx+rQFR8fz/nz54uJikoiODgYOzs7DAwMXvuY1+FVybMmJibiHEXhomNgYEBqair5+fniNoClS5fy22+/8eeffzJ48GAAunbtKiYj1qlT5520WUJC4v0jCXMkJCQkilBYDd+5c2fRwvHp06eideyTJ0/IyclBV1eXunXr0rx5c0JDQ0lKSkJXV5dLly7x4MEDbt68SX5+PhUrVkRXV5f79+/zzz//iA45WVlZ5OXllVpfPyZSUlJITk4WS8yoqKiwYsUKevXqxciRIwkJCeHx48eoqqqyatUqateuTcuWLTl16hTVq1cv8Zzr1q37z5OCF2XMBwcHA+Dh4VHiMQoKOwgNHDiwxACxiooKffr0Kba9SZMm4sBcgZubW7H3/ZeM/9JAEXCwsrIiNjaWQYMGKZXgevjwoTgBVExUHj16JFrr165dWww6FA04FOVLWkiRKOBF2eZQcN/esGEDGzZsoEyZMvj4+BAbG8uhQ4fQ0tIS7XCPHj3KyZMniYiIIDg4mLFjx6KqqioGOHV1dUVhz/79+5HJZPz999/k5uZy7949Hjx4wKNHj15LdAZw+PBhDh48yPr16+nUqZMkGCiBwsHinj17snXrViXRU2EUJVVSUlIIDg6mS5cuJCYm4uTkRFBQEDo6OowfP/6t3I0kPm1iYmJKuwkSEq+Fu7s7T58+BUoePyrGoQC1atUSx339+/enf//+4r5169YxdepUpk2bpnR80dKHhZ1Cb9y4wY8//qiU8RoSEsLu3bs5cuQIjx49YuDAgaJw/EPwsme8Ah0dHS5fvsytW7fYuHEjoaGhJCQkULlyZeLi4li4cCE1atQQy7oqRDlQ3D3A3NycBQsWKJViAJg5cyb5+fnvPGhSu3btYq6YULK7kYaGBvn5+airqzNjxgwOHz5MdnY2tra2gHIJE8WYo3Llyly9ehUzMzMxKcTV1VUMxH0MGdoSHwefsjNeaVD4ekVFRYnbfX19iY2N5cGDBwCsWrWK9u3bk5ubS35+Pr169QIKkpD++usvatasSc2aNZXu7RKfL0V/Z7Vq1RLFC4Xdp+rXr4+7u7vSsYXXlwp/X1RVVYsJIlJSUqhRo0YxZ9FP3eHK1NQUFRUV0Y15zpw5jBkzBn19fdzd3alZs6boGBESEqLkTL5p0yZOnz7NwoULRcHx8+fPqVy5Ml26dFEqdVmlSpVi5SJPnjzJ8OHDMTc358qVK1y4cIGMjAwGDRrEkydPaNCgAUuXLi2tSyPxmiQmJuLh4cHDhw8xMzNjzJgxWFhYsGDBAoyNjUlMTCQlJYVbt25Rs2ZNwsLCqFixItWrV+fx48esX7+eX3/9lb///hsfHx88PT2xsrJiyZIl2NjY8ODBA4YPH87gwYNp0aIFnp6edOnSBXV1dXR0dLh48SJDhw59a+fl94G5uTmnTp2iU6dOyOVy4OUuW4XXXY8dO8bKlSuxsrISHbo+BqysrLCysnrvx7wN1apVo1mzZtjb22NpaQkUuKgOGDAAGxsbHB0dxfdaW1vj4OCgVBJTR0eHsmXLfvKVGCQkvjQkYY6EhIREEQqr4Tt16kRERATu7u48efJEfI+2tjY7d+7k3r17yGQyNm/eTOXKlYmOjiYlJYXdu3cTFxfHhg0bmDt3Lk+fPmX16tUYGBhQrlw5Dh48iJqaGocPH2bKlCmcOXOGKVOmlGKvS5+UlBQOHTqEs7Oz0oKFwtqz8GBUwezZs5VeK9wkFAsV69atw9/fXxR4vAvu3LnDmjVrCAoKUnJkeFOL3KVLl/LLL7+wd+/ed9a2j5W4uDg8PDy4deuWaLlfv3591qxZw8yZM5k7dy6bN29m+/btYpa2trY2KSkpeHp6kpaWhoeHB0ZGRqioqBAVFUV8fDw2NjZMmTKF9u3b06pVK5o0aYKWlhbz5s0r7S5LfECKZpunpqaK+06ePEnTpk1ZsGABFhYWrFu3jr///pv09HTq1q1LxYoVi2WzAmJ2iiAIGBkZsWTJElatWkWFChXE91SvXp1ff/2VW7duMWvWLCpWrPhaojOAadOmcfDgQTQ0NCTBwAsoHCwWBIF+/fopiZ5e5hLm6elJo0aNxGeCm5sbu3fvpkKFCrRr1w4fHx/KlCnzgXoiISEh8WGRy+WsW7cOX1/fV4qVCzuFjhw5sljGa3JyMgkJCWLZ1g/Ny57xhQWv2dnZ6OrqoqKigoODA35+fqxcuZKqVavStGlTrK2tX+vzSirFUL58eRo3bkxeXt47F397e3vTrVs3JVdMKBiHdO3albS0NLS0tOjSpQtt27bFyMgIQ0NDKlSogIODA9WrV+f27dt4eHjwzz//0K1bN1q3bs2ff/7JzZs3SU9Pp0WLFujr6/PNN98QHR2NnZ0dNWvWRBAEJk+ezI4dO4iOjn6n/fpSUATUCydBBAYGMnfuXG7fvo23tzetW7fGxcUFBwcHKlWqVDoNlXgtipY5UWTPv0mwS3Fs27ZtRZffqKgo9u7dS2BgIKamppw+fRpNTU0OHDjArFmz+Oeff95LfyQkPjfi4+P5448/0NHRQVdXl44dO1KuXDkGDhzI06dPCQ4OZt68eaxdu5bJkyezfft2EhISaN68OdbW1vj5+YljiVmzZvHHH3+wbNkynJycuHnzJt26dWPPnj2oq6sTHh6Orq4uNWrUwMvLi3PnznHgwAH09PQwMTEBCkS7EyZMoHXr1owfP56TJ09KiTafAHv27GH69Onk5eWxZcsWQkJC2LdvH7t27SIxMZF69eqxbt06hg4dyqlTp4ACB6rNmzczePBgfv/9d/bv30/Pnj3p27cv/v7+nD59moCAAPLy8vD39xfXIaytrZHJZOzbt4+dO3dibGyMv79/qa5N+Pv7c/nyZYYOHUpSUpL43PL09GTPnj04ODhQvnz5N3Ke19HRYcmSJWhpaYkOXR8Diuf6nj17sLS0JCEhgfXr12NlZcWyZctYv349WlpaSqW3Co8FLC0tix33Jk6ir0r4VYwvSiqvNmTIEIYMGaK0bdWqVSV+joaGBj169Hjl9ZCQkPh4kIQ5EhISEkUIDAwkMDAQKBiQyeVy0S5d4W6jo6PDzJkzWb16NQMGDKBatWrUqFEDmUxG165d8fLyQlVVFS0tLVxdXbl+/bq4qLxp0yYlW9rDhw+XWl/fJ0Wt8W/dusWhQ4dQVVUlLCyM6tWri9ljlStXpkyZMhw5coQlS5agr6/P3bt3admyJdu3bxczdA0MDLh27RqTJ09m+fLlPHv2jOjoaMaOHcuVK1fQ0tIiLCyMgIAAJcv7d0nVqlUJCgoC3q5UyrBhwxg2bNi7bNpHi7q6OidPnsTCwoJBgwYRGhqKhoYGdnZ2fPXVV+zatYvq1auzf/9+rK2tCQkJYfny5fTp04dLly6xZMkSOnXqRKtWrZDL5cyZMwdLS0tiY2Pp0KED7du35/79+wQFBYmuVhJfDkWzzevXry86TmloaBAdHY2zszNly5Zl1qxZjBw5kiVLljBv3jwlsYyamhr5+flAQbbQd999x+rVq6lYsaK4uNC4cWO8vb1xdnbG0NAQT09P7ty5g4qKCjExMZiZmbFp0yaCgoIQBAFzc3P27NnDiBEjgH+DiIqFni1btmBgYPAhL9cnQ+Fg8eDBg1m+fLmS6KkkYc6LFo8SEhLw9PQECsp6ZGRkvNBpTeLTICUlhUmTJhXLBJaQ+FwpOq6Oj48nPj4eHR0dIiIiePToEQMGDEBfXx9ra2vi4+NxcXHB39+fpKQkDh8+TJkyZYiIiMDIyEg8b2Gn0EGDBonC1ISEBOrWrUvt2rVp0aKFKJT/0A4rL3vGJyYmoqKigpGREb169VJygcnLy+OPP/4gJycHW1tbgoODOXjwoJJjUOESC4oAiqmpaTHnAXixy+XboqmpyZ49e5S2KRbuFy1axPz589m1axfTp0/HwsKCivAb+gAAIABJREFUu3fvoq6ujq+vL1OnTiUtLY3nz5+L5zA1NSUoKIhly5YxfPhwfvzxR+zt7XFzc6N79+4kJyfTrVs3kpKSUFdXp2PHjpw9e/ad9+tLRS6Xs2DBAgCOHDmCv78/Q4YMwc/PDwsLC0mY8wWSlZVFQEAAaWlpaGtr8/TpU27cuEHjxo2Bgsz8kydPlnIrJT43CjvqfW5UrVqV5ORkwsPDRUGOl5cXvXv3RkVFhf3799OnTx+GDx9OzZo1sbS0JDk5mapVq7J37178/f2ZOXMmGzZsEEW9MpmM5s2bc+zYMY4fP05oaCitWrWiXr16PHv2jBUrVtChQwdxrUkxD01KSuJ///sfKioqPH369LVFwBKlh8KBu3r16qioqBAeHk5KSgrVqlWjbNmygLLjt8KBvfBxmZmZ/Pnnn6KrVfPmzV/q1J6cnMyCBQvYvXs3UHprE4q1kitXrnDs2DFkMhlJSUnI5XICAgK4du0a5cqVQ1VVFQsLC9LT08nKysLHxwe5XM6oUaOQyWTEx8cTFxdHdHQ0Z86coU+fPujp6TFo0CA6dOjA4MGDWb16tdJ8o7S5c+cOp0+f5vz586xfvx4jIyN+/vlnjh8/jpqamugQ9KrjatSoUapOoiUREBCAoaGhVJ5WQuITQ6r1ICEhIfESnJycROWyn58f/v7+QEFwtl27dkRGRnLkyBEiIyNRUVFBQ0MDR0dH5syZw71797Czs8PPz0/Jrtbd3R2ZTEZcXNxLa0X/H3tnHlBT/v//R5sKJUu27MQIIz4m2m/RImtEKMkW+li/RmZGUjMaMwzD2KKQGevYIkuRukXIRxRjYizFqEQoKWm7vz/63TP3VtaxO49/3HuW9z3n5N7zPu/38/V8fujI3Q6io6P54osvSE9PRyqVsnLlShYsWCBUj8XFxdG+fXv+85//4OzsTP369bGysiIoKIhGjRoJyvUHDx6wbds2Zs2axcaNGzl8+DBOTk4EBgbSrFkzoqOjmTx5MkFBQZiYmBAREaHkbvEsTpw4Qffu3bG1tWX9+vXY2toydOhQunTpwu7du7G3t8fCwoL8/HzS0tJwd3dn3759QlTKkSNHAJg7dy5ffPEF69ate2PX9UNDIpGwYMECxowZg1Qqxc7ODi0tLbS0tEhPT+fw4cM8fPiQWbNm0bdvX6RSKZaWluTk5HDixAm6du3KhAkTMDAwoEWLFujp6ZGSkoKKigr29vZkZmYik8moX7++KMr5RBk4cCAnTpzAwcGBnJwcdHV1ycjIwMnJCRUVFebPn8/u3bupXr06wcHBWFpa4u3tTZMmTYT4B4lEwpQpU5g+fTrOzs4EBgayefNmVFVV0dTUFNy5vvnmG8LCwvj888+pV68eGhoa6OvrExsbS/fu3dm3bx99+/YlLS0NKB/Mad68Oebm5tja2pKbmwtAs2bN+OWXX3B3dxciS0SUkU8W//jjjzg4ONC2bVtiY2MZPHhwJQFOYWEhgFIEoKLoqkuXLhw4cACpVMq5c+dEUc4nRMVBtqcNugFMmTLlTR+OiMgro9iv7tSpE/n5+cTFxTFs2DChr3znzh22b9+Oj48PxsbGHD16lJEjRxIfH8+xY8eIiYmpNGi7Zs0arKys6Nu3LxKJhPr16zNw4ECmTp2Kj48P+vr69OnTBysrK2xsbPjhhx/e6nk/6x5/48YN9u3bx/jx42nYsCESiQQbGxs2bNjAvn37sLS0xNTUVBDUNG3alMGDB3Pp0qWXOgY/Pz9u3LjBF1988SZO8ZlUnAhycXFBIpFw/PhxMjIyAJQqdRX7w9euXRPWdenShdTUVMzNzYmNjUVTU5Pq1atz5MgRwdnvTfOx/MYWFRUxYMAAHB0dBddDGxsbXFxcCA0NRSKR8OjRI7799lt+/vlnvv32WyIiInBzc2PRokXv+OhFXoSHDx/Sv39//vzzTwAyMjKwsbHBwsJCKKyRSqUMGDCAfv36YW5u/tT+vFy4r9iHbdmypdBnPX/+/Ns5KRGRj4SsrCzatGnDpUuXsLW1pbi4GF1dXapVq8aTJ0+IiYnB2NiY/Px8tm3bRlJSEnXq1GHTpk2MHj2a06dPA7Bo0SK2bdtGz549gXJRr1wwt3v3btq3b8/evXvR1NSkRo0aQv+joKBAEGG0a9eOJUuWIJVKOXPmDAMGDHg3F0XkhVEcI5DJZJiYmDBr1iwhZhDKhTPyf+WxTBX3a9WqFYmJiQCcOXOG1q1bC5GjihQUFDBhwgRCQkLQ1NQEXn1soqSkhOHDh2NlZcXw4cMZPXo0KSkpAPzyyy/s2LGDu3fv0r9/f2xsbIT7lb+/P6NHj8bBwYHJkydz/vx5+vbtK7S7d+9erl27RklJCU+ePKGwsJD69evTo0cPVqxYQWRkJGFhYSQlJREYGEi7du2QSqWcOnWKI0eOCGMxGRkZjB8/nuDg4PdKlAPlwnUtLS2hP52amkrXrl0F9+ynOWJW3E/RSXTQoEHk5OS8zdOokrVr1wqicBERkQ8H0TFHRERE5CV5WvWJPPPZ1tYWDw+Pd66aftcouh3II0XkAqVGjRopVY9lZWUxcOBAAOrVq8d//vMfDAwMqFWrlvDQa2RkhKqqKo0bNxYGqRs3bsz+/fu5cuUKkZGRlJSUkJCQwN69e4Fyy/sXQTEyJTU1leXLlxMVFcW2bdsEEdD3339PZGSkMMBdMSolMDCQoUOH4u/vj52dHWPHjn1dl/KjQPHhdtSoUWRnZytVNqenp/PHH38oVWkDXL16lfz8fHJzc9HV1aVevXp06tSJyMhI1NTUKC4uRkVF5bVHC4h8OChWm8ur36uqdj979mylZYq/5YpuaVW1oVhZr2hJ+7zPCAwMfGo7YnTE01GMlQwKCmLZsmWcOXOGWrVqVXLL6dOnDxYWFnTv3l1YZmJiwsCBA5k5cyYBAQH079+fsrIy6tSpw65du9726Yi8JIruIK6urvz++++Cw97vv/8ubCeTyfj888/5+++/UVVVJSIigtmzZ3PmzBmaNWuGg4MDMTExwkT1/fv3KSwsxNTUlOPHj/PDDz/g6OgIINyTRETeNUlJSSQmJir1JRX71YaGhkJ/tFu3boL7ZufOnVFTU0MqlZKamirs6+Pjw6hRo6hbty6BgYHUqFFDWKd470tLS+PChQuVnnNGjx7N6NGjlZbJn3vk/eA3xYve4zt37iw4WspxdXVVer9ly5ZXOoZvv/32lfZ7HShOBGVnZzNw4EA8PT1xc3MTRKqKfWDF1/JJIysrK86dO8eUKVNo0aIFffr0YezYsejo6LB06VK2b9/+Vs7lY/mNDQsLw8TEhDlz5uDl5QWUi+KioqJQU1Pj119/RUtLi6+++kqItLh+/Tq+vr60adPmHR+9yPPIy8tj5MiRLFiwgB07dgDl4xNHjhwR3KquXLkibC+PRDl69GiVk/Ldu3cnMDBQqQ/bvXt3goKC6NmzJ40bN+azzz57a+cnIvKho6amxp9//smqVauYOXOm8Fw3cOBAofDP0dGR0aNHo6OjQ3h4OFFRUUilUmbNmsXvv//OL7/8gqOjI5999pkgqtPU1BTGrDp37kx4eDhz5swRournzp1Lv379aNOmDU2bNgXKi3a8vLzIzc1FVVWV4OBgWrZs+Q6uysdBVfGQcnJycoiOjmbQoEFAudj3dfQr3NzckEgkbN26VViWkpJCz549adq0Kaamply+fLnSfl5eXowYMYLg4GA+//xzevTogb6+Pp6envzxxx8MHjwYgF27dnH58mVGjhwJwLZt2155bGLPnj0YGRmxdetW5s+fj6GhITt37mTu3LlERESwY8cO/Pz8KsWrAbRt25YNGzYA5WOy+/fvF/rwiYmJ5ObmcvbsWY4fP87QoUMZOXIk//d//0deXh4mJiacPHmSsrIydHR0SE1NZebMmRQUFAjO9RMmTOCbb74hMDDwvSyCqkpYde7cOcrKylBVVX1q8U7F/d61k6iIiMjHgyjMEREREXnNdOnSRalqH6hyAvdjR9Ea383NDXt7eyUhxr59+5RiXwCho5+YmEiHDh3IyMgQ7GAVO8SKrxs2bIipqSkzZ84EYPv27UqW9z169HjusSpOdkyZMuWpIqAHDx48s52OHTuioaEhikSqQENDA0dHRwoLC9m1axdBQUFIJBJUVFQYPnw49vb2QpX23bt3heigpk2bMmbMGK5evcqqVatQVVXl//7v/5Ti4D5m5ykRkU+VikKpUaNGVdpGPnkcEBBAQECA0rrFixcrvT969OgbOEqRN4WiYFYmk+Hh4YG2tja+vr5ER0cL4qz9+/czePBgsrKyiIyMxNHRUYi7uX37NllZWXTt2pXjx4/TqlUrrl27hpqaGqdOncLY2BhXV1e2b9+Oo6MjFhYWHD9+HE9PT2rVqkViYiJ2dnbMmzePhIQEJk2aRLt27bh8+XKVIjwRkdeFsbExxsbGSssqRk7JnW/kVbqgLMqQxzOqq6tja2tLnz59+P7779m/f38lwYrIh4GqqiqLFy9+4eKP2bNnM2rUKIqKiujXr58wUfLgwQMsLCyoWbMmX375Je3atXtuW8+LKC4pKcHDwwNNTU3s7OyYOHEigwYNQkVFhU6dOvHLL78Iv7HJycl4e3tTWlrK5MmTcXd3r/J3933l+vXrQsyFvAhELor7kJBIJERFRQmTziLl7Nixg/Hjx9OhQwdBmHPv3j0mTZpETk4OaWlpgltVRUcrqLqIq6o+Q3BwMOrq6vz44480a9bsTZ6SiMhHg7zvLpVKkUqlpKWlYWlpCcCAAQOYNGkSe/fuxc7ODplMxtSpU1FVVcXe3p7p06djZWWFra0tjx49YvXq1bi4uODk5ISLiwsRERGsWbMGMzMzqlWrxv/+9z+aN28uiHX+85//kJiYSH5+Pvb29gDo6+uzZ8+ed3Y9PiVycnLYvXu3IMx5FVGOYnGVXPzz559/4urqqnQv9PDwoFevXsJ7RaGQv7+/8PrgwYNK7bdu3VopMlX+WXJRjpyGDRu+0tiEohNit27dSEhIIDY2lgkTJqCjo0ONGjWeGq/2rKJVHR0dwc2na9euPH78mLp163Lv3j0ALCwsOHHiBGlpaZiYmLB69Wpmz56NRCLBwsJCEIr7+voSFhZG+/btX2gc/l2ir6/P4MGDMTMzQ1tbW3AffZH95E6iampq2NraMnfuXKVtniUwExEREZEjPoGJiIiIiLwRFN0OZs+ezdWrV5WEGPIYKnn1mLm5OUeOHCErK4vWrVszdepUHj9+zPr1659pD9m5c2fOnz+Pra0tANOmTRMs72vXrv1Cx1pxsqNu3brCuooKeUUU11X1XuQfjI2NhVg4gDlz5ihVNqelpdGkSZNKA5k6OjqVKnmdnJyEPGc58sptkU+bd/XwK05uiIi8XhQFs+PHjycoKEhw2DM0NBSEOSkpKSxdupTCwkI0NDTQ1dXFwcGBatWqoaOjw507d+jduzexsbHcunWLBQsWEBISwt27d1m4cCF//fUXa9asEVxz5EgkEpYtW0b37t2ZN28e3333Hfv27aN27do0b978XVwSkU8IqVRKVFQU4eHhdO7cmeTkZOzt7QkPD6egoIBFixaxZ88eGjduTOfOnalevTq7d+/mzp07lJSUAOXW6yYmJnTv3p0bN25w9+5dbt++TWJiIpMmTRIqXDdt2iT0l5/mCvq+8KkNcFc1gTRjxowqt5Oj2B9u3rx5lY5GN27cEF5nZ2e/0LEoiiUvXLhAQkICUqmUlJQUFixYwBdffIGXlxeenp7IZDKOHj2KRCLB39+/0vPT3Llz2bx5MwYGBlhYWAhCsYq/u+8rLVu2rFQE8ryijKriLUTeT0aPHs2tW7eUBHBbtmyp0q3qWeMEz2Ps2LGkpqaiq6srVN6LiIg8m4qutS1atBAmwfX09CgoKBDWqaioVCneUCz8AIRIQoCvv/6ar7/+Wmm9/L4aHx+Pn58feXl5+Pn5/dtTeavIiyXlcV0rVqzAy8uLK1euUL16dQ4dOkR8fDw+Pj5Uq1aNiRMnMnjwYEaOHEl6ejoGBgb89ttvHD9+nKVLlyKTyQTB4vr169HS0mL//v3ExsY+c31paWmlNsvKyhgyZAhPnjyhdu3aODg4UFxcjKOjo5Jb6tq1azly5AgSiYQdO3bg7OzM8ePHiYqKwtfXF4D58+fTq1cvJBIJpqamREVFMXHixKe6mR87dgwfHx82btz4Nv8cr4zcCbFPnz6cOXOGdu3acePGDRYtWiQ40Ldr1w53d3dBiFNSUsKFCxee2U8ZOXIkv/zyC1ZWVhQVFaGtrQ2UF0leuXKF8+fPc/r0aerWrUuPHj3Iyclh8uTJGBkZUa1aNaGdatWqsXnzZlxcXPj5559p3779G7waL8azfjO8vb2FuC9QFl3J95F//xX3q8pJVETkdTJ9+nQWL178wYn+RV4OcfZAREREROSNUNHtAKhkMV+xekyxU6yInp6eMFFQ1SB1RV4221lRROTq6lrJ8UiRU6dOCVUzJiYmODo6Cla21tbWxMfHc+nSJa5evfpCduUymYy+ffuSl5dHTEzMMzte8kpTERGRt4Pc2lZEROTtoiiYbd26NbNnzxYc9hQnvxo1aoSamhrt2rVDJpNx/fp12rRpw927d3n8+DEXLlygT58+PH78GIBBgwaxbt069PX1qV+/PtWqVatS/CuvgpcPTD58+FCIw6oYpSYi8qa4ffs2CQkJJCYmsnPnTk6fPs3w4cNxdXUlJSWFCRMmkJ2dzaVLl9i1axfz589n165dNGjQABMTE3x8fBg+fDiRkZH4+/tjbW0txLytXr2aQ4cOERQUVGkSSkSkIs+LKJbH+bq5ueHu7k6vXr2Ii4tjxIgR9O7dW6la/MGDB7Ro0QIoF7ncuXMHqPy7+74ycOBAXFxcXqoIxMHBAW9vb4YMGcLEiRPf8BGW918VJ11nzpxZaeJSjqenpxCzJZFIkEql+Pv7k56eTmpqKm3atMHAwIADBw7g5OSEn58f/v7+3Lp1i7S0NFq0aEFISMgbP6e3hYqKCmvWrGHYsGHcu3cPCwuLNxJV/qFMBIuIiJRjbW0tRId+aFSM41u8eDH169cnJCREiPD56quv2Lt3L/Xq1aOsrIxdu3YpxSbJ+5cymYy9e/fy/fffc/r0aY4ePYqXlxfnzp0DeOb6a9euVWpTRUWlUjykuro6+/fvV3JL9fLy4ubNm5UE5P7+/hw+fBgAR0dH4f4m75fY2dk9VZhjaWkpRD0ptve+4uzsjLu7O1ZWVjRq1IjZs2ejq6vL0KFDyczMBKqOV3sejRs3ZvLkyYSHh6OlpcXJkydRV1fHzMyMO3fusHfvXtzc3AQXHEdHx0pFLYpj859iXHtRUVElgdnUqVNJSkpCV1eXzZs3Exsby5IlSwBISEjg8ePH7N+/n4ULF1JSUoKfn1+l6yryYfJvx5GXLl36Go9G5H1FFOaIiIiIiHzyVCUigqpFQFKpVBD+VIxKsbCwAHipznRmZiY6OjocOHDgmds9LfP2Q6BilUJVPK1KWxQiibxtpFIpS5YsQSaTkZGRQWJiImlpafj7+xMaGkpQUBChoaFYW1sLFeNQPph1/PhxxowZw6hRo+jbty9HjhwBwNbWlsjISDQ0NN7hmYmIfDgoCmaDgoJYtmyZ4LCnKIwZMWIEM2fO5K+//qJevXq0adOGy5cv8+TJEywtLXn06BFQHjORm5tLrVq1gOdXuVd0wNPV1SUjIwM9PT2uXr36Jk5ZRKQSbdq0QUtLS4hJ0dXVpVq1amRnZ3Ps2DHmzp3LokWLlGztExMTadCgAUCV2y9evJht27YRGRlJSUkJpqam7/IURT4QnhdRXFJSwpIlSygqKsLc3BwbGxu+/fZboNw1U1GYo6enR1paGgYGBly/fp369esDH47zqKamJuHh4UrLFCek5P1CxWUuLi64uLi8haMrZ+/evUqTrlZWVlVOXD4LIyMjgoODsbe3x8HBgblz59KtWzfBKaJDhw6EhIRgb29PTk4Oenp6b/Sc3gaKz6wVXWyqKtx5XrGQiIiIyPtAxTg+Q0NDzMzMAOUY1Hr16gnLKsYmyfuXchFt48aN0dfXF14/ePAANTW1Z66vqk01NbVK8ZD5+fl4eXlV6ZZaERUVFXR1dQGUihw7duyIhobGR1VkpaGhUaWbuPx5F6qOV6soNpKPsSre86pyi1J0htm8efPrOIWPlrCwMCWB2d27d8nPzycuLo5NmzYRFBTE7Nmz6d+/P0FBQdjZ2VFWVsZPP/1EdHQ0ZWVl9O7dWxTmfECUlJQoOYCNHTuWX375BZlMhre3Nzdu3Kg0brxgwQIiIiIoLCwkKCiILl26VOnwJXdkX7NmDb/99hva2tosXryY8+fPc/jwYXJzc1FTU6N3795s3bqVtm3bflQi+U+Fj+fuJCIiIiIi8pZITk6md+/e2NracvbsWdzd3V+5LR8fH2JiYujVqxfW1tb06NGD77//HijPpnV1dcXS0pKAgABhn4SEBCQSCebm5mzYsIHMzEyGDRsGlHcO5bFeIiIir0ZRURHh4eGVqrZLSkoIDQ0lPj5eyDeX4+zsTHx8PKGhoaioqNC8eXOuXr3K5cuXadCgwQvZ3SYlJQlOYklJSaxbt+71nZTIv+ZDFkh+aEyfPp24uDjOnj3LqFGjOHv2LPv372fz5s14enoKYk41NTWysrIYN24choaG1KlTh0mTJtGyZUsAatasibGxMWZmZsJAsaLgs6qYl6qYO3cu/fr1Y/To0YJLnojIm6YqAdnAgQNZuHAhhoaGqKmpCbb2AGfOnKF169ZKbVTcvl27dnh4eCCVSjl+/LjQ5xQReRZr1qzBysqKvn37MnHiRBo2bIhEIsHGxoYNGzawb98+LC0tMTU1ZcSIEZw+fRoLCwu6d+9eSQTy7bffMmLECCwsLPjvf/8ripbfAH/99ZfSpKt84lJXV7eSO+vThKqKk6vy1zVr1hQiuRTX5+bmvrmTEflokUqlgpPTizJlyhSgfBL0/v37b+KwREQ+OuRxfFKpFHNzczp37sypU6eAf55vVVRUuHfvnrDsaf1LxXtGVfePZ62vqk15PCQguO5ERkbStm1bYmNjGTx4MDKZ7KmRkGVlZTx8+JCHDx8qrf9QxL4VedYYkLwQ9Hm86HbvG2lpaURHR3P79m0CAwOr3CY0NPS9FCBcv35dSWBWWlqqJEKTF/acOnWKmJgYvvnmG7Kzs0lJSaFXr17Y29uTmZn50rGYIu+OPXv2YGRkRFxcHB06dODevXvCOLKdnV2V48bTpk0jNjaWzZs389NPPwnLhw4dyvHjxyu5Ke7du5eYmBhiYmKE/1/6+vocOHCAhg0bUlhYSFxcHDdv3hT7RB8gomOOiIiIiIjIS1JYWMiRI0fYvn27UH34qsyfPx+A4OBgtLS0UFFRwcbGhhkzZgDlVaXyqoijR48C4Ofnx759+9DR0cHOzg43Nzfy8/PJy8vjxIkTL1QFKSIi8nS6du1KWlqaMNHw999/c+zYMbKzs2nWrBlqamro6emRkpIi7NOlSxfU1NRo3rw5d+7coU6dOmzbto3S0lIePHhA3bp1n/u5SUlJlJSU0LVrV4yNjTE2Nn5j5yjydCpGQDx+/BgTExMyMjJYuXIlbm5uPHz4EGNjY3755RdcXV1Zu3Yt27dv59ChQ+zZs4c+ffqwb98+MRf6LaCioiI4N8iZN2+e8HrVqlVcvHiRgwcPCsuqEufIl8nz4xXX/ec//yExMZH8/Hzs7e1f8xmIiLw4AwYMYNKkSezduxeo2tY+Pj7+qdv379+fqVOnCiLu6dOn079//7d/IiIfFC8SUezq6qr0vqLrpfx9ly5dOHHihNK6qn53RV6ddu3acerUKfr27UtZWZkwcQlUmtisVasWmZmZNG3alCtXrgjLX2by9UOcSJJKpURFRQnP4i+yfbNmzWjVqtUbPrJ3R1paGr6+vmzatIkpU6awfPlywsLCsLKyok6dOoSGhtKpUyfB1eJtU1ZWJvT3wsLC6NixI3Xq1HknxyIi8iFRMY5PV1eXzMxMrKysqFmzJgcPHmTBggX069cPTU1NJk6cyKBBg57Zv3wVquqzlpWVVYqH7N69O4GBgUpuqQ0bNuT+/fu4uLiwdu1aoU0/Pz/s7e2RyWSCU9+HzKc8BiQX5tja2lbqY74qbyuaXi4wc3Jy4ty5c1WK0LKyspgzZw579uxBRUWFevXq0alTJyIjI1FTU6O4uPiDFZR9ilTlACZ/rzhurPh9/u2339i8ebMgmpfzNIevgIAAJk2aRLVq1fjuu++EbUFZOC93JRP7RB8WojBHRERERETkJZErlY2NjQkODqZhw4b/us3U1FRmzpxJQUEBly9f5s6dO0D5ZKB84PDSpUtYW1tz6tQpnJycuH//Pg8ePODu3bt069aNwYMH06RJk5euPBMREVFGVVWVtLQ0srOzAbh06RJQbu/8999/U1ZWJiyTk5ycjImJCTdu3KB+/focOnSImzdvoqamxsKFC5FKpRQXFzNq1CgmTJhArVq1mDZtGk+ePKF///588803rF27lnv37hETE8P48eOFCYPOnTvTuXNnkpOT2bhxI8bGxvj6+hIXF0fnzp3Jy8tTmtQS+XdUjICwtbXF2dkZU1NTFi1ahKurKyNHjmTcuHEkJCTQo0cPTp06xZkzZ9DQ0KC4uBg1NTVRlPOe4O3tjbe3979qIz4+Hj8/P/Ly8oQYj4+dnJwcoqOjK7mDwctPaCoSGhpKSUkJffv2Zd26da9t4PVDJikpicTERMaOHQtUjgBt0aKF8Buvp6dHQUGBsE5DQ4NJkyYp/T0U909LS2P58uXY2dkBVQvZREREPi769+9PeHi4MOn6rIlLDw8PRo8ejbGx8Wt5pv1YkUqlWFhYfNTCHEWqEsC8iciuCxcu0K9fP+52BGkWAAAgAElEQVTfv09ERAQ+Pj5cvnwZbW1tNm3aRHJyshAx7O3tTWBgIFu2bCEiIoKUlBRcXFzo1KkTCxYsID8/n6lTp+Lh4cG1a9cYMWIEDRs25NGjR6xbt44GDRowZswYsrKy0NfXZ9OmTaJjl8gnQZcuXSrF8VV02TY3N68kmq0Ym6TYv1T8PVCMSnre+optApXiIQHBRViRyMhI4bVc7Ovg4ICDg4PSdooC39ct9p0+fTqLFy/mu+++w8LC4rUXRcqfscLDwyuN/+Tl5eHh4aG0bOjQoWRlZaGpqcnOnTuFWC8od1qfPXs2xcXFjBs37oUcnN8la9euJT4+npMnT9KoUSM2bdpEWFgYP/zwA9ra2kr/j9LT0xk/fjwhISEUFBTg7e3NkydPsLOzw9fXF09PT2rWrMlff/313GJamUxG3759ycvLIyYm5pljOGlpaVy/fr3S92fgwIG4uLjQvXt3rl69Sv369WnUqBF6enpoaWnRsGFDsrOz+fvvvzEyMuLRo0dYWFgwYcIEevbsydWrVykrK6Nr165s3ryZ2NhYlixZApT/HR8/fsz+/ftZuHAhJSUl+Pn5ibFX7xi5+KpPnz6cOXOGNm3a8McffwDK48bnz58X9lm1ahXnzp3j2rVrjB8/Xlj+NEGWsbExoaGhbNmyhdDQUBo0aPBc4bzIh4MozBEREREREXlJ5FarycnJ9OzZk4sXL/7rNlevXs3s2bORSCRYWFgInSpFxbShoSGxsbF07NiRYcOGMXbsWAYNGoSBgQG5ubnk5+eTkZHxRgYM169fz5gxY157uyIi7wsZGRm4ubmRnZ1NtWrVuH79OgUFBejp6eHi4kJBQQHDhg0jPT2dbt260aVLF+H7ee/ePYYMGUJubi6enp5ERETw119/oauri6WlJcHBwTRv3hxXV1du3brFvHnz6NatG7t372bw4MEsWrSIW7du4eXlRUlJCePGjVMaRLp9+zYJCQkkJiayceNGGjRowNmzZ4mLixNcWkReHxUjIOCfzPtr167h5OQE/GNLbG5uzoEDB3j8+DGdO3dm+/btgoBT5OPA2tqa2NjYd30Yb5WcnBx2795dSZjzuiLdGjZsKIpy/j9vsjr2U668FRH5VFFVVa0UhfG0icuuXbsKz7ZyFCe/qnIzetr69xm5sEMu+hg3bpywLiQkRIgPWLZsGV27dmX16tVs3LgRbW1tgoKCCA0NZc+ePbRr144ffvjhmc/bP/zwAyNHjsTAwOCFjq2iOPNNIJVKWbx4MSUlJTx58oSdO3fi7+9PUlISurq6bN68WWl7CwuLSgKY/Px8LCwssLW1VXKWPHToEKNGjSItLQ1VVVWOHj36Ug4F4eHhBAYGEh0dTbNmzVi9ejWHDh0iKCgIU1NTioqKiIiIACAwMJBmzZrh6OiIr68vbdq0oaCgAEdHR0pKSpBIJHh4ePDTTz+xbNkyvvjiC+EeGBISQv/+/Rk+fDirV69m586dDB8+/PVdZBERkY+epUuXvpXPqTj+Y2xsXOWy0NBQqlevTkhICNu3b1ea7K/Kab1atWpv5fhfBS8vL1q1asW4cePw9fWlrKyMwMBA4uLi0NbWpqysjNTUVDIyMhg/fjzBwcE0btwYV1dX1q1bR9OmTRk+fDi3bt0CysVmK1aseO7nZmZmoqOjw4EDB567raKrjyKampqEh4fj6+vLjz/+iEQiITU1lUGDBpGYmMjWrVvJzs5m8+bNBAUFsW7dOjZt2sT169dZtGiR0rKgoCBmzZpF//79CQoKws7OjrKyMn766Seio6MpKyujd+/eojDnHVPRAax79+7COnV1dUaNGoWZmRmmpqaCCNjExAQrKyusrKxe6DMmTpxIamoqT548YcOGDZw+ffqNnIvIu0EU5oiIiIiIiLwkGhoaODo6UlhYyOLFi1+LMKdPnz5MnjwZIyOjKh+WSktLSUtLw8rKiqKiIpYsWcKuXbu4fv06N2/eJCkpiUaNGmFpafmvj6UqRGGOyMdOvXr1OHLkCOrq6ri7u2NtbU2rVq2YP38+aWlpJCYm8vvvv7Np0yYePHhAs2bNiIuLo6ysjLp163Lu3DnhIXn58uV8/vnnlJSUUFhYSHFxMceOHaN27dosXboUe3t7/vjjD3r37s2dO3fQ1NTEx8fnqRVdbdq0QUtLCwMDA3Jycrhx44ZgW2psbCwKc14zFSMg4B+BjrwypkOHDpw5c4Zx48bRpUsXpk2bhrm5Oebm5kyfPp0ff/zxXZ6CiMgrceLECdzd3alWrRoPHz4kNzcXY2NjGjVqRHx8PJqamkyePJk9e/bQrFkz+vXrR1xcHOnp6UilUoYPH46WlhYAd+/eZfPmzUyePJlq1apRVFRETEwM2dnZwuDxuXPn+N///oe9vT2NGzcmNzeX8ePHc+nSJTp06EBoaCjW1tYkJCR81PE2T6uOvXjxIg8fPmTSpEmcP3+eNWvWsGzZMkaOHEl6ejoGBgb89ttvQjubN2+utP2QIUNE9zWRjxKJREJUVBTq6v9uWFMeUdi4cWN27NhRab2/v/8bqYoXeT5yZ4LX4UC4f/9+JdFHUlISUB43sG/fPuLi4njw4AFjxoxh7dq17Nixg/j4eNTU1CgrK8PT0xMzMzNOnDjB9evXnynM+eqrr4AXj9B4WwJKxTjulStXkp+fT1xcnDARaG5uLkTVXL9+nWbNmmFkZMTChQvp1q0bAwcOpH79+uTl5Sk5SxYXF3Pr1i1iY2ORyWRCBfeLfEflzzMGBgYkJSWxe/duIiMjKSkpwdTUFECIhngaiYmJBAQEUFxcLIzLpKam8vnnn6OmpiZ8RkpKComJiaxZs4bCwkJRlCMiIqJExTjrmTNnCm7k8+fPp1evXsLv2pum4vhPVctKS0uZNWsWFy5c4OHDhzg7Oyu1kZycLMTVZmdnc/fu3RcWjL4P3L17l+bNm6OtrQ38Mx4TFBREYGCgcC6XL19m5MiRQHlhSXp6OsALxy76+PgQExNDr169KC4uVnK03rNnDwsWLKBmzZp8+eWXbNq0SXD1OXr0KN9++y3R0dGoqqqyfv16+vXrx6BBgygtLSU3N5eaNWsSGhrKihUrKCwsZNmyZcK4emRkJFFRUWzfvp0RI0YILqd37txBX18fmUyGn58fhoaG1KxZk5SUFKEveufOHaX7rcjbR0NDo5IDmNyhFmDcuHFMnDiRhIQE1q9fD0BwcHCldqpy+JL/KxeNyzEyMhJef4gieRFlRGGOiIiIiIjIS1AxXgBg06ZNwD92qmlpabRo0eKF2mvRooWwf0XFu9z+VSqVkpSUhIODA6GhoQQHB5Oeno6/vz+HDx9m5syZmJiYcPPmTYYOHSrs/+TJE4YMGUJRURF6eno4Ojpy9epV5s+fL3TcPD09Kz1MlJSU4OHhgaamJnZ2dtSrV48LFy4gkUhYvnw5nTp1esmrJiLy/nPv3j0mTZpETk4OaWlpGBoaKq03MjJCVVWVhIQEDhw4QJ06dWjfvj3Z2dlVPiRnZmZibm7Ozz//TMeOHXF0dOT06dOcP38ee3t71qxZw/fff09cXByrV69m9+7dNGjQgCdPnlQ6tooWpc2bN+fPP/8EULJGFXk9VIyAUMTLy4sRI0YQHBzM559/To8ePQCoVq0a5ubmmJiYcOnSJWG5iMiHxMGDBxk6dCht2rShZ8+eDBgwgKVLl/Lzzz+joaGBt7c3xsbG7NmzByivcm/ZsiVHjx5lzZo1XLhwAX19ferUqcOVK1fYvn07hoaGnDx5kpYtW7J161b09fXJzc1l//79TJ48mR9//BGZTIaGhgYHDhzAxsaGkJAQfHx8iI+P58yZMyQkJLzjK/N2qFgJGxAQwPDhw5k0aRK7d+/GxcWFPXv2YGRkxNatW5k/fz67du2iQYMGAPTr16/S9s9qX3RfE/nUKSsrIzk5GUtLS3744Yd3fTgiFXhRZ4ITJ04wY8YMatSogbu7O9evX1d63pVIJEyfPp3U1FTmzp2LmpoaderU4d69eyxfvpyCggIaN25MXl4eWlpaNG/eHE1NTfr378+tW7d49OgR6urqrFy5kqKiIhYtWoSZmRn79u1DIpHw119/oaKiwqZNm7hz5w4BAQE0b94cf39/AgIC0NbWRkNDgxkzZgDw888/U1ZWxv3794mMjOTMmTNvRUCpGMc9Z84c4Xi6detGbGws5ubmwrZy4dHNmzfJzc0V9mvbti2JiYlKzpKqqqqMGjUKd3d3mjdvznfffffCjjmKzzh6enp4eHgwc+ZMAIqLi4mPj6+yLQ0NDUpLSwFYuHAhISEhGBgYCM9vLVu25MKFC3Tr1k0Q67Rr146ePXsyePBgoX0RERERORXjrK2srIQYJEdHx7cq0K0qokZx2blz51izZo0gsJSPESvSpUsXunTpgq2tLdbW1u99dJ/i7zqAvr4+N2/epLCwEC0tLaFgytfXl7CwMNq3b0+PHj1o164dS5cupVGjRpSWlqKiosLq1atf+D4kjwIODg5GS0sLFRUVbGxsmDFjBrt27eL333+nRYsWyGQyqlevLhTvXbhwQShOSUlJYcGCBcyYMYP69etjaWnJgQMHqF27NjY2NixYsIARI0agpqZGeHg4Dg4O3Lx5U4i237ZtGy4uLqSnp+Pt7U2fPn0wMjIiOTkZAwMD7Ozs6NChA0eOHEFNTY3i4mJRlPOes3z5csLCwigqKqoksBERAXhxb0kRERERERERJV5XnMOL0KFDB65evSpM7svp2bMnx48f58qVK0KOrZywsDDMzMyIiIigdu3aVbar+DCxcuVKFixYgFQqxcvLi5iYGL7++mu8vLzo1KkTUqlUFOWIfLRs2bKFgQMHIpVKMTc3R11dXWlgQP7gO2TIEDw9Pdm9eze6urrUq1ePTp06cfToUaRSKcnJyaioqFCtWjUyMzPp27cvenp6APTt25e4uDi2bdtG7969mTZtGpcuXaJTp06EhITQo0cPNm3axJQpU555rI0aNcLY2BhLS0uioqLe+0GWDw15BERcXBwHDx5EKpUK1b56enocPHiQY8eOsXLlSmGf2NhYnJ2dqV69OoWFhdSqVetdHb6IyCvj7e3N6dOnCQkJ4e7du8Lyjh070q5dO1q2bClUbXbo0AEoF6Xl5ORw//59pk+fTp8+fYDyeMDbt29jbm6OmpoanTp1Ii0tDSivjFdXV6d27dpcvXqVBg0a0KRJE0pLS7l79y6GhoY0a9YMNTW1TyqGqWIlrK6uLtWqVSM7O5tjx45hZWXFtWvXBPcAeZyenKq2f1b7Fd3XRP5BKpXSr18/evfuja2tLVlZWfTs2RMrKysGDx5MaWkpV69exczMDBsbG77//nvu37+PRCLBxsaGqVOnAjBt2jSsra2xtLTk5s2bQHmlb48ePYQIW4CEhAQkEgnm5uZs2LDhXZ32e01ZWRnjxo3D2tqa3r17AzB37ly++OILIbapqutY1TKJRIKPjw8eHh74+PiwdetWfH198fT0FL5TFQsxRN4cs2bN4o8//uDw4cOCeGTUqFEYGRlRUlKCv78/48aNo1evXkIE1bVr1+jevTsDBgzAzc2NGTNmEB0dTcuWLav8jNzcXHR1dYmPj8fT05O1a9eipqZGWFgY+vr66Ojo0Lp1axo0aMCff/7Jo0ePKCoq4tChQ6Snp1OnTh0aNWrE4MGD2b17N/n5+QQFBTFp0iQePHiAr68vs2fPBsrviyEhISQkJDBhwgQOHjxIUVGR0vGEh4fj5OTE0aNHlZbfvn2btWvXsmrVKjZu3EhmZqYgoLSwsHjla5yUlERoaCi9e/dm8ODBuLi4sHLlSqysrBg2bFglF4Xz589z8+ZNMjIymDFjBosWLUIqlXL27FkMDQ3x9fXF2toaR0dHSktLuXnzJn///TfBwcFC0dHLoqurS1paGra2ttja2j5TLOrg4IC3tzdBQUE4OzszYMAAxo0bJ4x5fPnll0ybNg1nZ2dq166NhoYGXl5e7Nmzh549e2Jra8vZs2df6ThFREQ+TirGWauoqKCrq4uuru5rcW573TRt2rTKMWI5AQEBbNu2jS+//JJhw4YJy2UyGX369MHKykppvOtp/Jt7z8vQsWNH4uPjhXupqqoqX3/9NdbW1tja2nLs2DGg/B67efNm/P39SUlJITAwkDFjxmBra4uTkxMFBQWv9Pmpqak4OTlhbW1NSkoKd+7cwdfXl/nz5yv1D+WkpKQglUqRSCRMmjSJhw8fsmXLFtLT04mJiUFLS4tr164Jzj8qKipYWVkhk8kYOXIk2dnZTJw4EVdXVwoKChgyZAhlZWV4e3uzdu1acnNz6dixI7Vr1+b27dt4enrSs2dPbGxsmD59+r+72CJvnBkzZhAbG8vJkydp27btuz4ckfcQ0TFHRERE5BNEbpkvV4ZXhUwmo2/fvuTl5XHo0KFnWnx/yEilUpYuXYpMJhMcM9avX4+WlhYuLi6UlpYybtw4/P39hQHaJUuWCDn1AQEBfP7555w9exZ/f3/69u0LlA8UR0VFMXHiRJycnJgxYwbbtm2jpKQEe3t7oqOjX/gYnzx5Qu3atQVHnop07NiRXbt2VVout3CG8gmXGzduCOvktpeKDxNQPuE/dOhQ/P39cXNzw93dXRj8FhH5mLG1tcXDw4OwsDCg/Hu1ePFiXF1dnxlLpKqqyv/93//Rs2dPVFRUMDIyYuXKlTg7O3Pt2jUCAwOZO3cuv/76K9nZ2YwaNYqgoCDMzMxYvXo133zzDcXFxTg5OdG6dWthwAH+mRSSf/dbtGghVMn6+/ujrq7O9u3buX79+pu5KCIiIp8UtWvXZurUqcKg6IMHD4ByYaK86lAmk1GzZk3y8/PJzs4mNzcXmUzGw4cPcXV1ZcKECdSpUweZTEbDhg05efIkpaWlXLhwQRgUzsjIoLS0lAcPHtC6dWsuXrzIiBEjmDlzJjo6Oujr6/P3339TVlYmWJN/ClRVHTtw4EAWLlyIoaEhampqQpxenz59OHPmDG3atFFqo+L2z2pfdF97NoqxL+vXr2f//v1oa2vj6+tLdHQ0N27cwMvLC09PT2QyGUePHkUikeDv7y/8/RYsWED16tWJiopizZo1BAQEEBoaWskNys/Pj3379qGjo4OdnR1ubm5VRtt+ylSsZLe1tRWeWezs7Bg7dmyV17GqZQDOzs6YmpoqPRfL3UpF3i5mZmbEx8eTmZlJo0aNyMvLIysri/r16wvbyO37d+3aRVpaGnl5eRQVFZGZmQmUR1VNmzaNXr16ERMTQ8uWLVFVVSU5OZmffvpJiJWaPXs2J0+e5NGjR5SWluLs7ExJSQl3795FQ0ODJk2aMGbMGNTV1YmNjcXNzY2SkhJSU1PJzs5GT0+PLVu2cPXqVX788Ue0tbWZPn06ZWVlQtxG3bp1gfJn8X79+gHK4kfF+KacnBwlMfebjK+VyWTIZDLKyspQUVER3st/ryrSrFkzTExMKCoqQkdHp1I78vGEvLw8IiIikMlktG/fngMHDuDh4fHc41F0IpZ/90aPHl3ldnLkz0QuLi5KrnAVI7ebN2/OqVOnKC0txdzcnAYNGqCurv7KoqH3naSkJBITExk7dmyldfPmzePw4cOsWLHihaNd5ISFhWFlZUWdOnVe6bj+7f4iIm+TinHWZWVlPHz4EOCFBCyvA4lEgrW1Nd7e3tja2qKtrc2wYcOYNWsWcXFxODo6EhwczMCBA9m7dy9aWlo0adKE4OBgIiIisLa2prCwkF9//RUPDw88PDywsLCgZ8+eTJo0icuXL6OiokKtWrU4cODAWzmnF6VWrVrExcUpLXN2dlaK6LK2thZeR0RECK8r3htfxVlu9erVgmjewsJCeFYKCQnhxIkTLFmyBHd3d+H/Qrt27bC3t2f58uVAuQtbeno6169fJzg4mISEBMLDw5k3bx4NGzbE398fqVSKk5MTTk5OBAUFoaenx/79+/Hw8GDYsGH4+vqip6fH3LlzOXHiBDt37qRGjRoUFxejoaHxQvdWkbdPaGgonTp1eul7rMinjeiYIyIiIiJSJZmZmejo6BAXFydYfH9sohw5MpmMvXv34uTkxOnTpzl69CgGBgbChFRFioqKCA8Pp3fv3ty9exdnZ2fGjBnD+PHjhW2GDh3K8ePH2bhxI40aNSI/P5+8vDyOHj36Uhao6enpfPfdd4LgR5H79+/Tq1evKgdg4B8LZyifcKlVq5YweClfLn+YkEqlSKVSfv31VzQ0NFiyZAkbNmzAz88PQLTJFPno6dKlCxcuXCAsLIywsDAGDBggxHsoRs7JJ90Ulzk5OSGVSomJiRFcVBYvXkxYWBiWlpaC40rDhg2JjIxEKpXy/fffY2VlxfHjx0lISOCnn356qeOdM2cOVlZWBAUFCdXDIiIiIv+GNWvWsHDhQlavXi1Mes6bN4/Hjx8rbde3b1+2b9+Ov7+/MFn31Vdf8c0332BoaIiWlhYArq6uXL58mUaNGvHw4UNhMFFHRwcvLy/OnDmDj48P8I8DYP369VFXV2fUqFGYmZlhYGDwSbuCDRgwgBUrVgjRG87Ozly8eBErKysuXLggLH/a9s9CdF97NoqxL9euXWPs2LFYW1uzc+dOMjIyGDp0KOfPn8fNzU2YDCkrK2PEiBFC/2DhwoVYWlri6+tLRkYG2dnZVbpBJScn079/f2xsbLh9+7aSY5VIORUr2aFc4KCpqSm8r+o6Pu3aVjV4XpU4TuTNY25uzokTJ7h27Rpubm7s3btXiOiTk5ubS/369RkwYADBwcGC+82WLVsoLS1l/vz5tGrVirS0NOzt7dm4cSMXLlzgwIEDbN++HS0tLWQyGQsXLqR58+YkJiairq6Oj48PnTp1Qk9PD0NDQ3R0dDh48CAdO3ZEX1+ftWvXoqmpybhx47CwsKBBgwbcuXOHNm3a4OHhwf3798nMzOTmzZuCIEdOxWdxOc/6f/YmBZRt2rQhIiKCPXv2sGPHDiZPnsyxY8fYvn076enpNGnSRIizkhf3tGjRgl9//ZWJEycikUjo2rUrV69eJTAwkLi4OA4dOoSenh4jR45ETU0NFRUV7ty586+O83Vw/fp1rKysMDExwcPDQ3C+/FgxNjZ+6phQdHQ0J0+eVPrNe1Hn57CwMO7fv6+07FlirhfZvypepk0RkTdF//79yczMxMrKir59++Ln54e9vT12dnbMmzfvrR3H/v37adasGdHR0UyePJlbt26RlZWFl5cX/fr1o2nTpkC5e2lUVBQ3b94kJycHKysrYmNjOXXqFGvXrn1qmzKZjMOHDzNu3DiioqKAcnFkWloa+fn5uLi4YG1tXUkouXDhwpces/qQ6NOnD5MnT2bo0KGCON7f3x9ra2umTJmCq6ur4Orj6upK586dadiwoeCWqeh4uWbNGqZNm8aWLVuqdGA0MTFBW1sbS0tLtmzZwsSJEyttExAQIPRfFR2PRF4fUqkUX1/ff92Op6enKMoReWk+7p6piIiIiMhTuXDhAv369ROyzcePH096ejoGBgb89ttv+Pj4EBMTw7hx47h06RJ///036urqqKurk56eTmpqKm3atMHAwIADBw7g5OSEn58fERERLFiwgPz8fKZOnYqHhwf+/v6sWbMGIyMjWrZsSUhISKXjiYiIoLS0VIhAUGT9+vWVqqCeh0QiISoq6oUGYeRVaI0bN0ZfX194XbduXSF7XHGgQB4hAOUVcXJHmW3btim1qaGhIQwUDxo0iL179xIdHf1SHT8DA4OnOuXUqVOHmJiYp+47cOBAhgwZgoODAzVr1sTMzIyMjAycnJyEgUPFhwkVFRWGDx9OrVq1WLFiBQUFBbi7uwPlNqmDBw8mMDCQzz777IWPX0RE5M3wLBcfkfeDtLQ0fH19P9rqXJGPj+nTp7+wNfZXX32l9L6kpAQPDw/y8/Oxt7dHIpFw9OhR/vvf/xIQEIC5uTmfffYZNWvWJCkpSfheSKVS6tSpw4ABA3j48CFt27bF0tKSjRs3MnHiRDp37kyPHj345ptviI2NFezLNTQ0GDt2LHl5ebRv355Vq1a99uvxtlB0DQBldzQ9PT0lS3YNDQ22b9/+1P0rbq+4TnRfezmSk5OFf1u2bElxcTFbtmxhzpw5yGQyQcheVFSEubk5NjY2fPvtt0D5JKlctHvs2DGOHDnC5s2bqVevnuAGpTjJ3qVLl0pVsSLKVKxkh8qFA1Vdx6ddW/kzmiLyIoamTZty5cqVN39SIgDUr1+fzMxMQRgycOBAJk2apOT2mp6ezsCBA9m5cycqKioUFRVhZmZGrVq1yMrKYujQoaSkpBAUFMSmTZu4ePGiEB1Ro0YN2rZty8mTJ+nVqxfVq1cXogHXrVvHnTt3GDRoEMnJybi5uWFgYMDDhw+pX78+GRkZSsd669YtEhISqF27tiBEadCgAbq6upVcQcaNG8fgwYPZsGEDqqqqaGhoCGMLL4qigNLIyOhf/TZkZWUB5b9pI0eOJDExEYAzZ87QunXrKvfR0NCo5BRR8buoqqrKqlWrOHfuHNeuXVMqVnpXtG3btpLzwseM3PkrPDyczp07k5yczMaNGzl+/Djnz59HIpGwYsUKpkyZQt26dXFyciIrK4uIiAgKCwsJCgqiS5cujBo1irS0NFRVVdm4cSMRERGkpKTg4uJCfn4+N27cID09nfHjx5OcnMz8+fOF/oSnpye+vr7ExMSgqalJaGio0v4XL17E19eXNm3aIJFIkEql+Pv7C21u3ryZ1atXEx0djaqqKuvXr6dFixZv/No9y23I398fCwuL5xbWvczYo8j7izzOWhEHBwel91KpFCj/v/GmSElJYdu2bURGRlJSUoKpqSkTJkygd+/eSlHaiuPYubm53Lx5k4CAAIqLi7l48eJT23z06BHNmjWjSZMmlT577dq12Nvb4+XlpSTgW7RoEVAeE2lxEfkAACAASURBVPixoVhw5+joqLSuqjE3xXvLnDlzmDNnjtJ6eVtVPVMrPpcp/i2h/BlOcdzIxMSkUtylyOvljz/+YMOGDZw4cQJ3d3d+++03dHV1ycrKYuvWrcL81caNGwFYtmwZXbt2ZfXq1WzcuBFtbW2CgoLYunWr4Ezl7e3N5cuX0dbWZtOmTaSkpDBjxgxq1KiBu7v7S89tiXy8iD0GERERkU+Y8PBwAgMD2bVrF0ZGRmzdupX58+eza9cuIeYqJCREyeLb398fIyMjgoODsbe3x8HBgblz59KtWzf8/PywsrLC0dGRkpISJBKJUB1do0YNIiMjcXJyIicnBz09PeE4ysrKKnWAFXkVYc7LoKKiUuUAb40aNUhJSQHKhUw2NjaA8kDu/fv32bFjB2fOnCEpKQkof7j38/PjyJEj5OXl4e7uTlJSEjVr1kRPT49WrVq9sXNRRFNTk927d6Ours6kSZNo1apVlfbXVT1MuLq6Kr3fsmXLGz1WEZH3AbkQ8ccff+TJkyfY2tq+lLjCwsKC48ePi4NzIiIinxzx8fH4+fmRl5cnuO1lZGTw66+/cujQIcaOHfvU38RHjx4hk8lYtWoVo0aNIioqigkTJlBUVERqaio7duxg/PjxHDt2DFVVVWQyGV9++SVff/01pqamQjSJqanp2zzlj4I5c+Zw8uRJ1NTU+P3339/14bxXaGho4OjoSGFhIRs3bsTZ2ZkzZ85Qq1YtDA0N2bdvn5KQ/fTp00I8Za9evahduzY1a9bE1tZWcJ9QdIMyNTUVJtnlVbFlZWXUqVOnyojaT53+/fsTHh6OlZUVNWvWrHKbqq7jy1xbDw8PRo8ejbGxMQ0bNnxTpyJSBY0aNaJTp060aNGCu3fvYmZmxtatW4X1TZs25dSpU0D52EFWVhZ6enqoq6ujra3Nnj17cHNzw9XVFTc3NyQSCb/99hvm5uYUFBRQp04dmjZtytWrVwUBwenTp5k/fz7Dhw/H0dGRpUuXkpiYyJIlS/D09MTNzU1wFti/fz8AK1asIDQ0VCm6oqJYRh7LVFZWJogM+vTpQ4sWLTAwMKgU3wRvPr7W2NgYIyMj4Tdt165d+Pn5YWlpiY6ODlu2bCEnJ6fSfg4ODnh7ezNkyBBhWcXv4sGDBzExMcHKygorK6tXOj6R18Pt27dJSEggMTGRjRs38vPPP7Nt2zakUilpaWncuXOHqKgo1NTUKCgo4Ouvv+bq1avMmzeP0NBQbt26RWxsrBBT5ujoKIhp/P39adu2LRs2bBDECYqcO3eO69evEx8fLxS1Ke7/tKhAeZsXLlwgPT0dqVRKSkoKCxYsYM2aNW/wapVjbGys5GAnIvIusbCwYNasWXh4eDBz5kzS0tL4+uuv+e6775g3bx4//PCD4N5T0WFt4cKFhISEYGBggKGhoVK77dq1U2rzm2++qdK97a+//uK///0v8M+498OHD9m6datwDxYR+VhISEigRYsW1KhRg5UrV5Kenk5AQADGxsYMGTKEuXPnsmHDBurVq0dRURF2dnZ89913zJkzB1NTUw4cOEB6ejqhoaHs3LmTZs2aYWlpiaurK1999RVmZmY8evSItWvXUqtWLaZPn86mTZtEgY4IIApzRERERD5ZFLPN09LS6NatGwDdunUjMTGR7t27P3ffxo0bC69r1qxJaWkpiYmJgkr/f//7H9bW1qSnp1O9enXmzp3L2bNnWbt2LT4+PkgkEkxMTPh/7J17XI73/8efnRyGHMKYKactLMopInV3l3RQQg5NyrHJjNjGwmgWaWYbM3OIMjkfFrKyUrdDljmVZsZQ6OBQ5BDS4fP7o8d9fe+7ctoc97uej4eHu+u+Dp/Pdd/35/oc3u/XKzs7GwcHB61gnqpVq9KrVy/q169PWloaCoWC77//ntTUVBYvXoyenh5LliyRMqnbt2/PsWPHCAoKkmyfPv/8c+Lj4xk7diyjRo3i0KFDTJ06laKiIkaPHs2IESMICAigevXqZGRkVMiEqVq1KrGxsRw+fPihi0n169cnIiKCY8eO0aRJE2l7//79CQoKombNmuzbt4+SkhI6d+6Ml5fXP/zE/hmurq7cuXOHVq1ayQtWMjKP4fTp0xw4cACVSkVCQgJKpfJlF0nmBZOdnc3QoUMpKiqiffv2DBo0iG+//ZbS0lJJYc7AwICBAwfy4MED6tSpg5OTE8OHD2f27NlaWZ4yMq8iH330kbSgqMm/VXiytbVl7969WtuGDRvGsGHDtLZpZiWq6datG3PnziUoKIiePXtSVFREmzZtCA8Px9ramnfffZcpU6bg6+uLkZERc+bM4dSpU3z22Wfo6Ohw584dLC0t/1G5XwUela39JGgG0D8tsvraw7GwsNC6p8eOHauwT/lA9vIql+rFfE1Gjx7N2LFjOXTokPSskLNiH09lmexq1IvEld3HyrZpLiprZi937NhRUkpS86RZ8REREfj4+KCrqysFfrRq1eqJjpVBykaGMnUc0FYmKC0tZcyYMZw/f57x48fTo0cPTp8+TZcuXTh8+HAF6ys1U6dOZdCgQdy/f79CsFWjRo1YtmwZP/30E1WrVgVAqVTi4+NDVFSUtJ+ZmRmBgYH89ddflarN+vn5VXrtO3fu4OrqyoMHD3BwcNCaK3ganlUAZfk27VHZ+uq2zNPTE09PzwrnKv9bXLFiRYV9KgvekHm+tGrVimrVqtGkSZNKA63Mzc3R09MDYM2aNaxduxZdXV10dHQwMDDA19cXb29vTExM+PLLLyscr7bqKL+gr6Ojo2U3WJkN+sMs3NTnPHXqFCqVSmqPGzdu/LTVfyJUKpXW2C4wMJDk5GSCg4MrqCCo+eOPP5g+fTqRkZH8+eefFeYUZWQehVpZ7Elxd3dnwoQJKJVK7t+/T0FBAePGjeODDz6Q1Kcqo1+/fvTt2xcLCwvq1q370HPeu3ePqlWrYmlpSU5ODkII6ZxqRTQzMzOp3IaGhnz++eeMGDGCNWvWPFVdZGReZfr27cunn35KixYtePvtt0lOTpbshq9fv052djbnzp3j9OnTmJmZUbt2bfbu3cuoUaO4desWx48fx8zMDB8fH2xsbPj0009ZvXo1Gzdu5NKlS4wcORJdXV0WLVpEZmYm48aNw9/fX7ZulAHkwBwZGRmZ1xIhBH369OH27dskJiZKg+unQXNgXL16dY4ePYqrqytHjhx57CSi5rEPi9I/fPgwqamp7N27l1mzZhEVFcWgQYPIzMxky5YtTJkyhTt37qCvr09kZKSUEaZSqfDz8yMjI4MuXbrQq1cvfvrpJ1QqFSUlJYwaNYqkpCSysrIYP3480dHRXLt2jRkzZmBkZISjoyNHjhzhxo0bDBo0iKCgIHr16sWoUaOYOXMmO3bsoFatWvTq1YuhQ4dSp04dQkJCKgStqCdh3dzcKtRf025AX1+fTz/9lPj4eGnySZ11Y2BggKWlpTRRWFxczKBBgx772TxLdu/e/UKvJyPzqnLw4EEtCdGUlBRSUlIwNDRk7dq1zJ8/nxMnTtCnTx8MDQ1JSkrit99+Y+XKlWRlZdG3b18tSdNBgwZx5coVqlatypYtWzA0NHzhdcrIyOD8+fMolUouX77MypUrK6hf/Vcov/D8vGyi6tevT1xcHPr6+nh7e0tWFmqFuT179nD//n26d+/OZ599hr+/P0ClWZ6BgYHPtGwyMs+ChQsXvrBrabZRj0JXV5e8vLwKtj8KhUKauFIqlbi6utKxY0fCwsIwNTXF29tbWtApLi5+7vV5Xrwu2drl2+HKAooyMjIICgqS+vVq1LYVMvD9998TFRXFgwcPtIIRZF5dnmRRLSIiAm9vb2m/rVu34uDgILVRMv+O8oFZZ86cYfTo0cTFxTFv3jz09fW12hj1a3d3d9zd3bXOpW6fHpb9n5aWVmHb46wrKsPQ0JD9+/c/dr/HERoaSlRUFDY2NtSrV4+IiAjatWuHkZHRI5+x+fn5JCQk0L9/f6BsXuCfBHDKvD48LPhFjWY7Vt5+rKSkBC8vL3x8fPDz8+Pw4cMVrMzUx6tt/6Ds99K+fXtMTU3ZuXMn48ePl66vefzDrALV5zQ1NcXR0VFLjep5oh7bqct39epVNm/ezA8//EBKSoqkOHLy5EkWLVpEZGQktWrVqnRO8XE8aX9Y5vWmtLQUPz8//v77b9544w3u3bsnJaJ+8sknTJw4kcLCQtzd3Zk2bRoFBQX4+vpy7do1WrRoQXh4OFD2O27atCkmJiZ4enoyY8YMPvjgA6Kjo7l69Spjxoxh5syZUmKp+pk2cuTICiocmsHF6t+Weh6lf//+9OvXjx07dkiBPGPGjMHHx4c1a9bQsmVLKYC8d+/e5OXlMWHCBBYvXvw8b+ML5VkoXatVs2VeP2rVqsX777/Phx9+iJOTE3l5eZSWlpKamkrdunVp3LgxpqamWFtbM2fOHMLCwrh16xa7du3C2tqaGzducO3aNTZt2sT27dvJycnB09OTQYMGERcXR1BQEOHh4bRt25Z27drh4eHBwYMH+eijj17rpCKZZ4McmCMjIyPzGpKTk0OtWrXYtWuXtO1po/A1qVu3LvHx8djY2NC4cWOmTp0qZao9LeoofX19fYyMjID/TRCYmZmhp6cnlbNmzZoVshDVwTRxcXFUqVKFXr16Se9du3YNExMTDAwMaNasGTdv3gTAyMgIY2NjAK0gJTMzMwwMDKTrpaamShNzubm5XLt2DeC5TJiq66z+38/PD319/eeW+SMjI/NofvnlF0JDQ1EoFBw+fJikpCT27dtHZGQkS5cuJTg4GJVKRXR0NCqVihYtWhAcHExGRgaXL18mLi6Oo0ePEhoaytKlS4mIiOCNN94gLCyMjRs3MmbMmBdep4yMDEnZp1GjRv/ZoJwXSV5eHv7+/uTn55ORkcE777yjpTCXn59PTk6OZEuiXkx/UVmeMjL/BJVKxTfffIMQguzsbI4ePcpff/3F2LFjgf/13bKzs/H09CQ9PZ3t27fz9ttv/6vrarZRah7WX63M9kcTDw8P7t69S1ZWFpaWlrz//vv4+flx8+ZNdHV1WbFiBc2bN/9X5X1ZqANedu7cibm5OampqaxevZqTJ09y69Yt/P39OXHiBMuWLWPhwoUMGzaMrKwsmjRpwpo1a6TzrF27tsL+ixcvfm5e969LQNE/QVNF5VkzadIkJk2a9FzOLfNsSElJYe3atZw+fRohBH5+fsyfP5/i4mJmzpyJUqmkf//+FBQU0KBBAz755BNSUlKwt7dn9OjRAAwYMIAmTZrg5eVFSkoK7du3JzIykn79+nHlyhVq1arFJ598Qp06dR75e1SpVBgbG78wK+TXhXfffVcrWOa/TlRUFGZmZtSrV0+yBHqcwmd+fj7btm2jf//+0vjnVWb48OEEBQXRrFmzl12U/xeUtx+7ffs27u7ulJSUYGhoSLt27Sq1MgNo37492dnZuLi4SHN+FhYWmJiY0KNHD8lSXfP4x1kFPo0a1b+l/NgOID09nY4dO9KpUyet+cHQ0FDWrl0rJeE8bE7xUVTWH34Y/2ZeV+blsn37dho2bEhYWBilpaUolUr69euHlZUV9+7dQ6VSoaOjg52dHZMmTWL58uU4Ojri5+dHaWmpdJ758+cD8Mknn5CRkQGUfS++/vprEhISKC0txdnZGScnp39UTk310qNHj1Z4v7zlpzro5P333+f999//R9eUkXkV2blzJzt27CAmJgZTU1OOHz/OggULqFu3LkZGRtSpU4du3bqxZs0aDh48SN26dXFxcWHAgAHMnTuX7du307t3b1q3bs348eNZtWoVly9fZvLkyVy/fp2uXbuiUqk4evQo1atXZ/78+fTs2ZNRo0YRExPzsqsv85KRA3NkZGRkXkOmTJlCYmIi+vr6DBgwgDt37jBnzhyOHDkiZV4uXLhQyiouvy0gIAALCwvatWvH7NmzCQsL4/Lly9IijKYSxK1bt1AoFEycOJGLFy+SmpqKh4cHgFY2rDorTR2lHxUVxZEjR1CpVBw/fpysrCwUCgXjxo1j+/btuLq6cuPGDYKCgpg7dy4JCQkcOHCANWvWsHz5cmrUqMG3335LQkICZ8+eBcoGDbGxsXTq1In333+f2rVrc+3aNU6ePEn37t0xMzPTyugpL6HboUMHtmzZQo0aNbT84NUD3+LiYq3FjkaNGjFq1Ciys7OZOnUqx48fx9fXl/nz55Oens7UqVMRQhATE4OBgQFpaWkEBgZy7NgxVq1apTWRsHz5cqytrZ/ht0BGRuZpGDduHMHBwaxcuZJ33nmHjh07AmX2feXtV8rTrl079PX1sbCw4OzZs5SUlPDpp5+SlpbGzZs3uX//Plu3buX06dOEhoaSl5cHlE2inzt3DiMjI3799Vdu3ryJnp4ezs7OrF+/nnfffZewsDAiIiLYvXu3FGy4a9cuUlNTK2RV/fzzz4SEhFCzZk0++eQTIiMjtZR91AoyUVFRzJs3j+rVqxMUFMT169e1jnNxcXm+N/s5kZqairOzM4WFhXz99dfS9ujoaL766quHLpht2rQJX19fMjIy0NXVZc+ePQ+d8Fy3bh0eHh4MHz6coUOHYmtrS3x8vPS+EILmzZuTlpaGi4sLJ06coEuXLpVmef7TAFcZmefBgwcPiI2NlfoigYGBLF26lNatW1NaWsrFixe5ceMG8fHxrF+/nq1btzJx4sR/dc3ly5dLbVRpaSlGRka4uLhgbGzMjBkzAAgODiY4OFgr21CtrqJQKLCysqJbt26MHDkSPz8/hg8fToMGDahZsybVqlXj5s2bGBkZ8fbbb1doI1+3tu7y5cscOnSIo0ePsnr1ar744gu8vLzw9/dn27ZteHp68vPPP9O2bVvWr19PcHAwW7dulZQZ3dzcKuwfHR2NsbExP/74IzExMSxdupSCggIpUPVppbTT0tJwc3OrYP8wc+ZMEhMT6dChg7Tv8uXLWbVqlVaAS2W2surPWdN+VkbmZWJhYUF+fj5paWmEhYVhZmbGe++9R7t27Zg2bRp169blzJkzGBsbs3LlSlQqFbVq1SIuLg53d3dq1arFokWLKC0txdXVlfj4eI4ePYqtrS3NmjVDoVBQp04dnJ2dsbW1xcvLC0tLSwICAoiMjNQK0FGpVFhbW8uBOa8p5RUUPv74Y63nn4ODQ6VtoGa/dfXq1cTGxnLq1Ck8PT0pKCjA2tqaVatWSc9YtYV3cHCwNEdz5swZ4uLiUCgUbN68mX79+nHgwAHi4+O1yqBUKlEqlXI7/BpTPpi0WbNm0vdA3bcqbyVamf1Y+WC3h1mZ6erqVrqoOGfOnEce/zirwCdVo/q3VKYs1KJFC44fP05CQgIJCQns2LFDsvgKDAxk4MCBvPHGG3To0IFZs2axZs0avv32WyZOnEhqaipubm6sW7eO1NTUCjbImv3hPXv2MGHCBC3l3hs3bjBixAiMjIzo0KEDaWlpbNiwgeLiYhwdHUlISHju90Tm36Np56aea1AHeaWnp/Pxxx9z9+5dTp8+zdWrVzlz5gwffvih1v63bt1i/fr1WopuV65c4eOPP+bUqVOSSs7Vq1clGznQVrWUFVweTvlnsppr164xatQobt++TZs2bViyZAlBQUFkZmaSkZFBs2bNpHWTESNGcO/ePaysrAgJCeH27dv4+PhIiRX/1aSF/yKenp7UqVOH4OBgvv76azIyMqhSpQpGRkaSipKzszMGBgZS/6q4uJhx48Zx9epVrK2tMTIywsfHR1KSCggIACA+Ph53d3euX7+Oo6Mj+fn5/PDDD4SGhjJ16tSXVmeZVwc5MEdGRkbmNUQtQezg4MBvv/3Gxo0byc3NZebMmezbt48bN24wcuRIwsLC2LFjh9a2qKgocnJySE5O5tixY4wfP54jR46wYcMGNm3axOTJkytVgii/WPC4zqa7uzs7d+5kwoQJXLlyBTMzMxwcHPj9998xNzenSZMm/PXXX0DZoOLw4cN89tln1K5dm1GjRnHu3Dl69OhBVFQUjRs3xs3NjdmzZ7N48WKWLFnCF198wd69e5k3bx7NmjWjbdu27Nixg8mTJ3P37l2grNM9evRoUlJScHZ2pnnz5rz99tuUlJTQpUsX9uzZQ0pKCp9//jlxcXF06tSJP//8E4DmzZvTrVs3IiMj2bBhAzdv3mTJkiVcuXKFEydO4OnpSatWrQgJCWHKlCl4eHjQoUMHLfssPz8/rQGRPDiSkXl51K1blyVLlpCdnc2oUaMkRZMjR47QsmVLrX3Ly3b/8ccflJSUkJqaSsuWLUlJSaGgoIB9+/bh5+fH+fPniY2NpXHjxjx48EDKnNu8eTOhoaHEx8fToEED1q1bh5+fH/fv32ffvn04Ojpy/fp1ABo2bMj69esZM2YMJ06cwNTUtEJW1datW9m0aRPNmjVDCMEbb7yhpewDZe3enDlz2LdvH9WrV6e0tBQfHx+t415X7t+/T1xcHBs3buTXX38FKs8ea9WqFfXr1yc6OhohBEVFRWRmZrJ3716tCazKUCqV+Pj4EBUV9dB9PDw8GDhwIL1796ZmzZoYGBhUmuXp6Oj4zO+BjMw/RR2MqCY3N5fWrVsD/5sMbtu2Lbq6ujRp0kQKiv43+Pn50aJFC0aPHi0tTuvp6WFtbS39hp2cnKRJ5sro168foaGh9OzZU1IJAAgLC8Pd3R0vLy9+/PFHtmzZwq5du17rtq5Vq1ZUq1ZNyuA2NDSkSpUq5Obmsn//fj7//HPmz5+vFVh69OhRKTCnsv0XLFjAhg0b2L17N8XFxVhZWTFp0iQpUPWfSGmXt3/Iycnh999/Z//+/axbt45ff/2V4uJiVq5cSVJSEr///ru0wPAwC4jy9rMyMi8TlUrFypUrOX78OJMmTeLOnTvcvHmTiIgISktLUSgUBAQEMGPGDMzNzalbty53795l7NixFBYWkpKSgq6uLu+99x7btm0jLy+PwsJC6tWrx6FDh7h06RKFhYWsW7eO9PR0Fi5cSM2aNTE2NqZx48asW7eOgwcPsmTJEiIiIvj5559xcHBgwYIFL/vWyDwl5RUUbGxsKn3+abaBPj4+FfqtTk5OzJgxg1atWknBDOpnrFr1szx+fn5cvHiRyMhIVCoVf/75J87Ozvz222/s2LGDGTNmMHjwYObPn8+NGzeIjo7mjTfe4LvvvmPUqFEoFAo6d+7MgQMHpODY8PBwVq9ezZ07d5g7dy6Ojo4cOnQIf39/TE1NOX36NMeOHSM2NpaQkBAKCgqYMGECPj4+lS5ypqen4+XlRaNGjbhz5w5QplhVPjlBRuZ506BBAwYMGMD48eO5e/cut2/fxt/fn/r16/Pnn3+yY8cODAwMmDt3LkOGDKF27dooFArc3NwwNzfnww8/ZOnSpVhZWQHaNsiav9XDhw9L8whq5d7Bgwdz9epVqZ/s5ubG7du3OXjw4CP7yDKvFqampiQnJ9OnTx9JAUc9xvrxxx+ZOnUqCoUCa2trhBDS/rm5ucTFxTFnzhwMDQ35/PPPGTFihJYq5htvvEG7du3YvXs3enp6FBUVPXJO43E8K2Uma2trIiMjH2rVVt5S8WVTmaoRwLx58wgMDMTKyoqpU6fy22+/AfDee+8RFhYmBVaEhIQwadIkHB0dpc/4addKZF4dNINaPT09SUlJ0Qpg1dwP0JqL0AwsrcwCtbJj1EE7MjIAsjaejIyMzGuOOgL//PnzpKamYmdnR//+/cnPz690G/xv4v+tt96iTZs26Orq8tZbb3Hjxg1JCcLGxobFixeTnZ2tdYym3OujUPvAL1q0iNGjR6NSqXj77bcxMzNDpVLx1ltvsXz5cnR1dUlPT8fV1RU/Pz8GDx7MgQMH+OCDD6Tsgd69e7N48WLu3LnDmjVrqFatGnp6enTo0IFTp06RmZnJ2bNnefvtt6UF9gULFrBr1y4aNmxIfn4+u3bt4uuvv+bGjRscO3ZMks+1sLBg0KBBJCUlsWbNGj799FNiYmI4ffo0f/31Fz/99BPdunXj+++/54cffqBBgwYEBQVRtWpVqlevTv/+/Tlz5ow0ADczM6Nq1aqy/OxDUKlUUobe0zB8+PBnskgo8/+XZcuWYWNjQ58+fRg+fDjVq1enZ8+erFu3TrJzUWNmZkZSUhKDBw8GyoJmPDw8mDBhAlOmTMHU1JSzZ8/i5ORESkqKtChao0YNmjZtSlFREXl5eeTn50tWMGrJ7Lfeekvr9Y0bN7TeV7ex6enpuLi4YGtry6lTp7h69SozZswgODj4kb8HteVf9erVgbK2+EmOex1QKzFYWFhIKja5ublS9pijoyM5OTm0bNmSdu3aMXToUL799lsMDAzw9fXF29ubGTNmaElFV3aNtLQ0oqKiiIqKQqFQSMGww4cPZ/jw4ZI8++7du2nYsKGUxT59+nRUKhWJiYn4+flVyEyVkXmZlO+XNGjQgDNnzgBIv4nKMoifFebm5pLdqI6ODoaGhhgaGmpZkFZ23Q4dOqCnp4eJiQlXr16Vtp86dYrvvvsOhULB6tWrn7iNfJWp7P57eHjw1Vdf8c4776Cnp0eLFi0k2fnKAkvL729qaoqPjw8qlYoDBw4wd+5cKVA1NDSUWbNmPVUZK7N/uHDhgmQ/ph6X5ObmYmJigr6+vpYlRHJyMhYWFrRo0YLLly9Lgaxy//nF8Kjnn0xF7ty5w7x586hVqxYZGRk0atSIPn36UFJSwqRJk9DT06NatWqsXLmSkpISNm/ezLZt23BycsLS0pLr16+jVCpp06YNt27dYubMmRQXFzNixAgA6tSpw7Bhw+jWrRuTJ0/mwIEDpKSkMHfuXC5evMjdu3cZPnw4CxYskINyXlPKKyg87Pmn2QY+Tb9VzZM8v0tLS4mJiaFRo0YcPHiQvLw82rRpw8iRI8nIyEClUhEXF8fFixelY/r160dSUhIRERE8ePCAMt8jzwAAIABJREFUwYMHo1Kp2LNnj6Re+eWXX7Jjxw7CwsKkY21sbNi7dy/JycksX75cOt97771HfHw8Fy9eJD8/n/nz57NgwQK2bNlCTk4OgJSckJycTFxcHPfu3XvS2y0j81gqG9up/x43bhxLlizB29ub1q1bExwcjIeHB0VFRezdu5datWrRokULmjdvzpEjR/Dw8GDDhg1A2cK+OuGmsr6SmnPnzmkFWKv7q5r95P79+7N9+3Y2btzIkCFDnvMdkXlWuLu7k5OTI805aeLq6sr48eMZNGgQVapUAWDMmDHExMQwceJEoqOjpX179+6Nq6srEyZMkLb98ccf3L59m3r16tGzZ0/atm2LjY0NXl5eFBcXV1qeQ4cOoVAo6NGjB+Hh4UDZ93/KlCn4+Pg8s3qrrdoqQ22p+KpQmaoRlI0rP/vsMxQKBXv27JHWQTTn7W7evFnp8U+7ViLzaiLP3cm8aGTFHBkZGZnXHHVnsHnz5nTp0oUtW7YAZTYa+fn5FbaB9sRN+UkcTSWIFStWSFYc/2ax5lHXg//Jxqqj9h+2QPTVV18RFhZGkyZNeOedd4CyiZvs7GwpS6y4uFiKVi7faV6zZg1r166VJsXUmJmZYWBgQNOmTTl//jze3t7k5ORgampKXl4ee/fuJSMjg/Pnz+Pj40NGRgYdO3Zky5YtODk5kZCQIGXP/JusBRkZmedHQECAVoaCOuhGE7WqVe3atbWkvCvLQlXvu3HjRkmtpnfv3gCEhIQwfvx43NzcpP0f1w6W31ZZVpWJiQlhYWEcPHiQb775Bm9vby1lHyhbbL948SL379+nWrVqlJaWVjjuxx9/fPTNekVRy5+npqZib2/PyZMnqV+/foXssQcPHjBp0iR0dXVxdHRk6NCheHl54ePjg5+fH4cPH6Zr167/qiyurq7cuXOHVq1aSYGZMjJPS2VS4x999JFkifY8mTt3LmPGjEFHR4d+/frRt2/fZ34NTfUxzcnP0tJSbt26BSC9L4SgsLCQ06dPa50jNTUVS0tLLly4QMOGDaXtpqam2NvbM2DAAKCsj1tcXPyfaOs06du3L/7+/mzfvh0oWyT19vbGxsaGxo0bM3XqVJKSkh66v7u7OxMmTJAyQgMCAjh//jzbtm3jzp07Ty2lXdnzy8TEROp7Hz9+HID69etz4cIFSkpKpG3qfT/88EM++OADLVtZuf/8z1CpVFqWGbGxsUyZMoXTp09TvXp1IiMjSU1N5ZtvvkEIQbdu3bh16xahoaFcv35dUlOdPXs2CQkJ6OrqsmrVKpo1a/ayq/ZKUK9ePaKioujfvz/R0dHcv3+fa9euce/ePWxtbSkuLqZ27dq0a9eOwsJCTExMsLa2Jjc3Fx0dHczMzLhw4QLnzp1DqVTyzjvvUFBQwIIFCzh37hyFhYX8+uuvlJaWkpycTK9evfD09GTWrFnSIpDM6015BYXKnn+g3QaWlJRU6LeWV/ME7Wds7dq1pcCWtLQ02rdvX+GYmjVrAmXKC7GxsbRt21bLdrV27dqSdYOa8sGxhw8fZuHChQghpGDZW7duSYkI6jmao0eP8sUXX1BUVMTJkyel85Vf5Dx//jwdOnRAX19fCvCszPLFxMTk6W68jMy/5EmCpdXBzx9//DFQ1hdNSkqqcKzmb7FFixaSapZmgLVmP3nAgAEMHTqUoqIi2cbwNUKdnFoZTk5OODk5Vdi+detWyYYqNDQUIQRKpZKIiAjef/99QkNDycnJ4cqVKxw9epRly5axdetWiouLsbCwoGHDhkybNo3du3eTl5cnWRZbWVmRlZVFnTp1CA0NZcGCBZJKZatWrdi7dy9KpRJvb2/WrFmDoaEhV65cYf369TRv3pxBgwZx5coVqlatypYtWzA0NMTc3Bxzc/MKlk3Lly8nOjqaqKgolEqllk3b8uXLtSwVt2/fzurVqwFYuHBhBUXX501lqkbq7d7e3lIygXpdofxvWX28g4ODtH7xPBNbZGRk/rvI6UgyMjIy/xEaNGiAq6srNjY22NnZMW/evEq3PQ5NJYjff//9BZT8f7Kx3bt3x87Ojr///rvS/dQLR6NHj6Zu3boATJs2jebNm6NUKnFwcODSpUtadVFL55eWlrJkyRJUKhUrVqzQ6jCrO9JGRkacPHkSGxsbCgoKGDBgAPXr1ycgIIDk5GTq1auHi4sLpaWlTJkyBRcXF06cOCFnsTwlqampODs7o1Qq2bZtm6SgExERIXmhz5gxgx49eqBUKrWyDhITE6VJChmZVwEPDw+SkpLo3bs3ly9fxsDAgIEDBxITE4Onp+c/Pm9lWVVBQUHY2try0UcfMXjw4ArKPlA2IRQYGIitrS1KpZL9+/dXOO51xcDAACcnJ5YsWSLZROnq6jJ58mTs7e2xs7MjICCACxcuYGtri5WVFQ0aNKBKlSrY29vTo0cPLl26RLt27f51WXbv3k1SUpI0sSQj86x4HkE5mtnB6kCg1q1bs3fvXlQqFRMnTtTKElMoFFryzP8UdRtVPvhj5syZ2Nvb07lzZ0mxpVWrVlhbW7N582atQI7NmzfTvXt3fHx8pLYQyiw6fv75Z+zt7VEqlRw7duy1bevUn4/6s2nWrJnUH6pTpw53796lV69eQFk7uHHjRvbt28fGjRsxMDDQ+nzL76+jo8P3339PQkICCQkJuLu7ExAQwL59+zh27NgzuU+NGzemU6dO9OzZU6qDvr4+I0aMoHv37mzevJk//vgDJycnGjVqxMKFC2nUqBFDhgxh6dKlHDt2jMDAQEny+1UiICCgwmJ4ZbxslaadO3fi4uJCQkICxsbGJCQkMH78eJYuXQrAgwcP2LlzJ9OmTZPGRjt27KBv376kpaWRlZWFSqXihx9+ICQk5KXV41XCxMQEExMTlEolBw4coEqVKlhZWeHp6Un16tXZv38/+vr6ktpCq1atSEpK4urVqyQkJNCrVy90dXVJSEigVq1aFBcXk5+fz3vvvceBAweoV68etWvXxtHRkV9++YXx48dz+PBhZsyYIcnel1/QlXn9KK+gMHPmTBwdHenVq9dDFctu375dod/au3dvxo0bJ/2mQVvhs3379mRnZ+Pi4iIpkTVq1Ijr16/j6enJrVu3KCgoAMDZ2Zlz586RmJioVYZbt25JQUNqUlNTKSkpkYJjQ0JCiImJYfv27VIggaGhIdnZ2dy9e1dqB9UJVfHx8dSuXVs6X/kFzObNm0vXUAd4qpMT9u7dS6tWreSFTplXhr59+7J48WIpKNzd3Z2MjAyUSiVKpZKYmJhKj9P8rVpaWj5SuRfKflPVqlXD2dn5udZH5tXh8uXLJCQkkJSUxOzZswkJCZG2LV68GGdnZ0JCQnjw4AGNGjVi8eLFUmDL5s2b+eabbxg2bBjz588HIC8vj/v371OjRg2GDRumpVKZnp5OaGgoCQkJ2NnZcfnyZbZu3crChQsJDQ0FyuZm9+7dy6BBg9i4caNUxuXLl7NkyRKtOZDCwkLs7e0JDw+XknzVfXw/Pz969eolWbTv2LGDffv2sX37dmbPnv2C7/LDVY2mTZtGcHBwpesKmnz22WfMnz8fhULxj5TgZWRkZCSEEK/Mv06dOgkZGRkZGZnyJCYmiunTpz/0/YkTJ4ri4mKtbb6+vuLcuXNi5MiRomfPnsLZ2VmMHj1a9OjRQwQGBgpbW1shhBC2traiqKhICCFEjx49pOPVrw8dOiSUSqVQKBSif//+QgghYmNjRdeuXYWlpaWIjY19llV9rhw/flyEhYW90Gtq3l8hyj5LBwcHIYQQGzZsECEhIdJnGx4eLsLDw8WxY8eEUqkU06dPF6WlpaK0tFT4+vqKsLAw4eXlJR48ePBC6yAj8zjU3/GxY8eKgwcPiuvXr0vthYyMzH+TZcuWCVtbW9GzZ0/RsmVLMW/ePNG9e3dhZ2cnLly4IIQQwtzcXPj6+gozMzOxbds24eLiIjp27CguXbokhBCiffv2YsiQIaJjx47i999/F0L8r//x999/i169egkbGxvx5ZdfCiGECAwMFN27dxcKhUJkZWW9hFo/O9LT08XQoUOlvyvrg8n8N9i4caMIDg4WQggxZswYER4eLoYOHSqKiopE165dRXFxsUhOTpb65q8y6n5peXx9fcXff//9wsuTmJgopk2bJoQo60cHBQWJ9u3bC1tbW9GjRw/xySefiMTERBEYGCgdM378eHHs2DHRr18/kZeXJzZu3CjeffddYWtrK2xtbcWQIUNeeD1eNdRjT3VbpNleaY5L27dvLwYNGiQ6duwokpOTRUlJiXB1dRV2dnZi4sSJwtfXVwghxOTJk0Xfvn3Fvn37pLHR1atXhYeHh7CzsxP29vbi/PnzYtasWSIuLk4IUfadSk9PFwcOHBA2Njbiiy++ePE3Qua1oPx4W4j/tUkxMTEiOjpaJCYmCldXV9G7d29ha2srjhw5ovUMrmx+w9bWVkyaNElYWlqKH3/8UQghxBdffCE6d+4sxo0bJ7p37y6EECI5OVl07NhRDBo0SHTo0EEIIcTKlStF+/bthY+Pj7CwsBBCiEq/32fPnhWWlpbCzc1NKJVKkZ6eLmJiYsR7770nBg4cKOzs7ER6evpzvX8yMq8iXl5eIjs7+2UXQ+YFkJiYKOzt7cUnn3wihBDi3r17wsHBQfz2229SP27q1KnCwcFBrFixQtjb24t27dqJn376SUydOlUYGhoKc3NzYWxsLNq0aSO6d+8uunfvLpycnMSdO3eEQqGQ5lBtbW3FhQsXhL+/v/D29haHDh0SAwcOFEIIcf/+fWFvby+Ki4vFuHHjRM+ePYW5ubkICgoSQgipzU9PTxfDhw8XQgjRoEED0bFjRzFt2jSxfv16sXjxYiGEEKdOnRKjR4/W6j8dOnRIGBsbS/3N16HfLyMjI/M0AEfEE8bCyFZWMjIyMv9PUcsuvu6Ulpby3XffVfreo6RE1Wha1GjaSahfW1pasmfPHq1jevfuLVnWvE5YWFhIcqMPQ/N78by+Ix06dJDKs3TpUnr06AGUBQvr6Ohw5swZSeZaM6vuiy++YM+ePZLtwaNQy8GqM8grIyMjgxkzZhAZGVmpnYiMzJOiaWtUt25d3NzcmDt37ssuloyMzHPEz88PPz8/AgMDMTMz46effiIpKYkDBw4QEhLCjz/+SE5ODsnJyRw7dozx48dz5MgRNmzYwKZNm5g8eTKXLl0iKSmJmzdv8sEHHxAdHS2df/r06axcuZKmTZvi5eVFZmYmSUlJ7N+/H11d3Vc+g/zgwYNMmjSJGjVq4O3tTWZmppZVjqa0ubOzM2lpaSgUCi3FoLNnzzJu3DgKCwvp1auXnJn4mqK2KgEkiXiA3NxcjI2N0dPTe2z/9EVRWlqKn58ff//9N2+88Qb37t2T+pMXLlwgKyuLtWvXsnDhQhITE6latSrbtm2Tjr937x4jR47kypUrNGjQgMjIyCfqt/4bNPvKderUqdRWQ7M/7+npSXh4OCUlJdSrVw9TU1McHR2l396roEqpVoxSK8c8ar/ly5fj6urK9OnTH7tvcXExo0ePlrY9bLyQkZFBv379GD16NAkJCSiVSr7++mvmzJnD9OnTJXWnWrVqSZnkajTbcTULFizQuiaUKcb+/PPPWvtpKpWp70GzZs3Yu3fvI+sm8/rzvMbdausUlUqFhYWF1nddrZIHD5/f+Oqrr7TsrWbOnMnMmTO19unUqRNHjx6loKBAUrQcOXIkI0eO1Nqvsu83wKFDh7T2a9asWaWWLzIy/1/w8/OjYcOGNG7c+GUXReYF0axZM8m2W21xpt7m6upKTk4OLVu2RAjB4MGDiY+Px9/fHxcXFzp37sy0adMkFTQ7OzugbP7U3d2d48ePM2TIELZu3QpA3bp1WbJkCdnZ2YwaNUqynk1NTaVly5akpKRIyjcrVqyQLA8rs2x69913sba2Jj4+nr59+1awadNU/WvevDldunRhy5YtwKvR35SReV3QXL+Q+W/w+q/IysjIyPw/RqVS4eHhQd++fbG2tmbt2rXY29vj6upKUVERXl5e2NjY4OXlRXFxMSqVCnd3d9zc3Ni9ezdLly6lW7duTJ06VZpgDAkJwdbWlq5du0pWAgqFgsDAQLp06fLYQJfnhab90bFjx7Czs8PT05OIiAgUCgXFxcWkp6fTrVs3PDw8yMzMBMokPO3s7HBxcaFv376oVCqEEPj7+6NUKnF1deXGjRscPHiQrl27olQqWbVq1Uup4/NGpVIxY8YMwsLC6NmzJz179uTYsWMAmJub4+3tzVdffcXw4cMZP348Tk5O+Pv788cffwDw3XffSYO5h1FaWsro0aOxtbWVpHc///xzre/OihUrgLLP9MKFC+Tk5JCUlMT06dMJDQ0lIyODP//8EyiT1HZ3dyc/P5+IiAj8/f3Jzc19LvdHRuafomlr1Lp1aw4cOICNjc3LLpaMjMxzZtu2bdy7d4+WLVvSvn17ADp37ixZObRq1Ypq1arx1ltv0aZNG3R1dXnrrbe4ceOG9H7NmjVp0qQJN2/e1Dr36dOnGTZsGAqFglOnTpGVlcWUKVPw9fUlICCAu3fvvtjKPiW//PKLJJPepUuXClY5mtLmU6dOpV27dqhUKi2rOXVw0t69ezl58qTUt5N5vVBblQBaNmX169fn0qVLlJaWcuLEiZdVPC22b99Ow4YN2bt3L7t27dJ679133+XXX38lMzOT8+fPk5SUxJ49e7RsWsLCwnB3dychIQGFQiEtPrwoDA0NH2ur0bNnT7Zt2yZJ+Jubm9OoUSMUCgV2dnaEh4e/0DL/W/z8/LSCckpLS//1OYcPH06nTp3IyMggISEBKLMFelzwj4zM06A5N7Nr1y5sbGzo3r07sbGxAHTr1g0/Pz86d+4sBXxZW1tLx2va/3322Wd069aN5cuXa10jIiKCsLAw6XqaVtHh4eEoFAo6d+4sLaYOHz6ciRMnYm1tTUZGBlBm8dGjRw/s7OzIzs6uUI+kpCRsbW3p2bMnn3766TO7PzIy/19Zvnz5Q5MPZf6bNGrUCDs7O7p3786MGTMIDAyUtk2bNo0LFy4QGBiIqakpq1evJiMjg7Fjx7Jp0yY+/vhjvvzyS5KSkggICKiQZGphYSHN46pUKlauXClZOSkUCho2bIiHhwcTJkxgypQpmJqacvbsWZycnPj9998fW/bAwECuXr3KmDFjKti0aVoq6unp4erqio2NDXZ2dsybN++53lMZmf+PPItxkMyLQVbMkZGRkXnNEUKwfft25s6dy++//86ePXvw8/Pjm2++oW3btqxfv57g4GC2bt3Km2++yYMHD4iNjaW4uBhra2uSkpI4cuSIlKk0ceJEAgMDOXv2LLNmzWLt2rUADBo0iKCgIHr16sWoUaNeeD3v379PXFwcGzdu5Ndff+Xq1avEx8ejp6fHTz/9BMD8+fNZsGABXbt2xdzcHCibIP/ggw8YMmSIFCgSHR2NsbExP/74IzExMSxdupSCggJCQ0NRKBSvbBb606rAVEZ+fr7k63vjxg1GjhxJVFQUmZmZHDx4kBo1ajB8+HB69OjB4sWLOXDgABs2bCA4OFjyk38U6gWNsLAwSktLUSqVWt+d2bNno6Ojg5OTE/fv36dx48ZkZ2fj5uYmBZX5+PiQlpbGqlWrWLZsGTt27GDZsmUYGxuzaNEivL292bJlCzVr1nxkWdTBXIWFhWzZsoXFixdrZevLyMjIyMj8U/766y9WrlzJ9u3byc3NrZDlCNqZhZVlGZ49e5aCggJu3ryJoaGh1vlNTU357rvvaNy4MSUlJejo6FBYWIirqytz584lOjqawYMHP+9q/mPGjRtHcHAwK1eulIJu1IuIT5oBrA5OgrL+S1ZWFm+//fbzKrLMc8LDwwNPT0969+5N3bp1pe36+vr4+vrSvXt3rKysnruyzJNw5swZunfvDlBBvUKt9qO5j+bvGuDUqVMcPXqUZcuWcf/+fby8vP51mfLz80lISKB///4V3ktOTsbf319LDWbEiBEV9tNcwNfV1a0Q5DZ9+vSXHnTy4MEDBg4cSGFhIXXr1qV3797Mnj1bq+9eXFyMt7c3Z8+epV69enTq1IkjR44QHx/PxYsXycrKoqCggPbt21NYWMjx48cxNzenqKiI1q1bc/fuXVatWsVff/3FO++8g4ODAzo6OkybNo1NmzaRm5vLu+++S4cOHRg4cCCrVq0iKSmJ3377jZUrV0pjrMjISBYvXoyenh6pqamYm5tjZWVFp06dOHDgAPPmzZMVP2SeiAcPHvDLL7+gVCpJSEigtLQUZ2dnnJycuHbtGjNmzMDIyAhHR0cpmK4y+vXrR2hoKD179qxUaap27doYGxuzbt06qQ8yePBgRowYwc2bNxk4cKCkdqNQKFi4cCFdu3ZFX1//sWp9tra2sqqTjIyMzD9EoVBI/bTAwECt9wIDA7W2mZiYVFD6dnFxwcXFRWub5j6aKvEAAQEBBAQEAGXzx2lpaRXmjytTE1dva9asmaR6pt6Wnp7+0Prt3r1bej1ixIhK+6kyMv/fKa82nJKSQkpKCoaGhtK6nJqJEyeSkpJCaWkpa9euxdjYmG7dutGhQweqV6/ON99885JqIfM0yIE5MjIyMq85asuft956iwYNGkivi4uL6dixI1CWvX306FHefPNNadvD5OPXrFnD2rVr0dXV1ZpsNjMzw8DA4KXZX2naH61YsQJzc3P09PS09lFL5evr60uZ6+np6bi5uUnHQtmk+YYNG9i9ezfFxcVYWVkxadIkaQHpo48+wtLS8oXU61GT7Y8jIiKCy5cvU1JSUulkemWS7efPn+fkyZOSvKkaU1NTatSoIf2tXnzo0aMHQUFBZGRk0LhxY6pVq/bIMlW2oKH53VEoFLRt25bY2FiEENjZ2RETE0PPnj3ZvHmzdB61dPy4ceOwsrLCyspKek+dRfg4NIO5fvjhBylb/9SpU4SEhFQY9MrIyPy3eJJgRhmZf8r8+fO5dOkSDg4OWlmOVapUYfXq1U90jqZNmzJy5EjOnj3LkiVLtN6bM2cOI0eOpLCwEAMDA7Zu3cqAAQMkpRzNZ+ariKZM+tChQytY5Vy9elWSNoeKAQ5QeXDS43hSC5xniUqlwtjYmBYtWrywa75OVK1alZ07d0p/z5s3j9DQUKCsvzd27FgOHTr0QoOm1RamAQEBLFiwgP3792NsbIypqSnJycn06dOnQsahul9ramrKzp07GT9+PIDWQrWpqSn29vYMGDAAeDYy/fn5+Wzbtq3CWKG0tJTPPvvsX5//VSEqKgpLS0umT5+On58ft2/frtB379KlCx07dsTNzY1p06bxwQcfSMcXFhbSunVrdu3axd27d6levTp2dnbcunWLffv2YWFhgY2NDfXr12fMmDG0a9eOOXPm4OHhwd69e2nTpg07duzg+vXr9OjRg4EDB+Ln50eLFi0IDg6W1ENKSkpYtGgRSUlJZGVlMX78eKKjo8nLy2PmzJkUFRVJyqMyMo+jY8eO5ObmcurUKRwcHAC4evUqQgiMjIwwNjYGqDDvUT5ApkOHDujp6WFiYsLVq1crXKeygMLdu3ezcOFChBBax6jnl6pXrw4gqfUZGRkxZ84crTkDGZlnRUREBD4+Pi9tvlFGRkZGRuZloVYbVigUHD58mKSkJPbt20dkZCRLly7VSsgKCQnhjTfeID4+nmXLljFnzhxyc3OZPn26nMT0GiH3dmRkZGRecx6Wjf3OO+9w9OhRQDt7Wz3QfZh8/JIlS1CpVKxYsUJrwudJFkOeJ+pM9NTUVOzt7SsdsKul8ktKSkhLS5O2qV+r62lqaoqPjw8qlYoDBw4wd+5caQEpNDSUWbNmvaBa/W+y/UnRtPS6c+cOe/bsYffu3fTp00eywcjKyqJv3758+eWXFWyf1L6+KpUKlUpFXFwcUDErWP23jo4OlpaWfPrppwwZMuSx5VMvaMD/JBTLf3eEEBQWFkqfi3qfvLw8reNGjBhBZmYmUVFRT3ZzyqEZzBUeHi5l6/v7+3Pr1q1/dE4ZGRkZGRmAlStXcuLECVQqFRs2bCAwMJCDBw+iUqkwMTEBtDML1ZmICoVCChZLTU1l48aNHD16lK5du2od06pVK2JiYkhISGD37t3UrFmT3bt3s3//fvbv30+jRo1edJWfimXLlkky6Wopc02rHE1p8+vXr9O0aVMGDBjAX3/9JZ1DHZykVCpxcXH51/ZdQghJQl0zKOhJeZg0tEqlYuzYsdLCvcyj+eyzz2jSpAkA33//Pba2tgQEBPDxxx+/8LJ899136OnpoVKpOH/+PO7u7uTk5Ejf3cqwsLDAxMREsoTRtKHz8/Pj559/xt7eXrLf/SdoWux2796duLg4FAoF165dq2A/q7bOg7IxgIuLC9nZ2Zw9exZHR0dsbW1fiwBVdYIFlCUI3Lt3r0LffdCgQZw4cYK4uDhiY2OlRAIoCyKwsbFh6NChBAUF4eLiQkpKCllZWeTl5VG/fn1atmzJjRs3UCqVUtJBQUEBnp6eJCQk0LRpU6ysrLh//z4A69at4/bt21rlvHbtGiYmJhgYGNCsWTPp82/QoAENGzakSZMm5Ofnv6C79mSkpKQ81I561qxZWFlZSfMGMi8WXV1d6tevT7t27dizZw8qlYrU1FR0dHS4fv06mZmZ3L17V3pmVTaOBqQ5kAsXLtCwYcMK19Eco6vPExISIinias4FlB+7K5VK1qxZQ8OGDSVLLRmZf8rD+lIRERGyBccToLanfxSXL19mzpw5gLb9nRpNFb3XCXU/3tjYmGXLlj3xcbGxsezatYuMjAy8vb0rvF/ZPfr/guYYVUZG5uUxbtw4Nm3axLBhw4iJidFKtNcc6wF89dVX9OzZkxkzZkgWow0bNpSDcl4zZMUcGRkZmf8odevW5eTJk9jY2NC4cWOmTp1KUlKS9P4KPgb/AAAgAElEQVTD5OMtLS2xsbHBxsbmZRW9UgwMDCT7owULFnDy5MkK+3zyySe8//77vPnmm7z55ptAWSbugAEDCA8PR1dXFwMDA9zd3ZkwYQJKpRIok/I8f/4827Zt486dO0ydOvWZlFmhUBAfH4++vvbjVi1RWFhYyKVLl9DX10ehULB582a2b98uZdovXLiQU6dOcevWLfz9/Tl37hzHjx+nY8eOHD58mN9//50qVapgb29P3759+eijj0hLS+PMmTPs3LmTxMREYmJiGDZsGGPGjGHkyJHUrVuXzp07Y2Njg56eHkqlks8///yR9Rg6dCgKhYL169c/ts7u7u7s3LkTGxubh1pNDR8+HGtra61M0pCQENzc3KhatSpjx47lzTffREdHh2XLljFkyBDq1q2Lra3tY6+viWYwl6+vL7m5uVrZ+llZWU91PiibSJKzuGRkXh/S0tJwc3Pj+vXrxMbGMmXKFE6fPk316tWJjIzk3r17DB06lKKiItq3b8+SJUsYM2YMkydPpk2bNixatIjGjRujUCgYNWoUt2/fpk2bNixZsoSgoCAyMzPJyMigWbNmhIWFvezqysi8MmjKpKspr+6nKW2+bt066XX54KTH8aQWOEOGDOHixYsEBASgp6eHubk5bdu25cyZMyxdupQuXboQHR1NaGgoJSUlzJw5EycnJy1paEdHR0JCQigoKGDChAkMGTKEiIgIbt26RXBwMN9//z0jR47kypUrNGjQgMjIyFfCoqk8KpWKBQsWUFxcLFl+BgUFaUlmX7t2DR8fH6pWrUqvXr0YO3Ys/fv3R0dHh3bt2rFo0SKio6P56quvKC4uZubMmSiVSvr3709BQQENGjRg06ZN+Pr6kpGRga6uLnv27GHkyJHMmDGDBg0asGfPHoQQdOnShXfffZeIiAh2794tBTvs2rXrqZMDykuBr1mzBkNDQ65cucL69etp3ry5tK9CoeDXX38lIiKCn3/+GQcHh0oDGIKCgrT+Vi94qVErNQHPZIFDM2syPT2dzz//XDpveftZNdnZ2YwZM4YVK1bw1ltvMXjwYFauXEnTpk3x8vIiMzPzlZ6wVSdYuLi4cPz4cdq0aVNBaau4uJiPPvqIv//+m5kzZ2oF5pSWljJp0iSqVKmCsbEx3333Hffu3eP69esUFxeTm5tLeno6derUITExkffee4+cnBy6du2Kp6cnBw8epGPHjkRGRjJw4EAAfH19KwQiNGjQgIyMDGksUbt2baByu8JXBQsLCy2FXE0SEhL47bffHnsOeQz07ElJSUGlUqGrq8vkyZOxt7dHR0eHtm3b8sMPP1C/fn2pXZ45cyZQNo6uX79+hefr5s2bCQgIYMSIEVSpUqXCtTQDCqtWrcq2bdvo06cPNjY2WFpaUqdOnYeW08PD47VR65N5NSgsLGTgwIE8ePCAOnXq4OTkxOrVqzEyMsLFxYUrV64QGxvL/fv3Wbp0KUVFRaSkpGBvb8/o0aOxsrJi3LhxFBYW0qtXr8cGosho06hRoye2p4yKisLGxoZ69eoRERFBu3bt6NSpk/Qce9kJmprk5ORQq1YtZs+eTXFx8RMfp553lAPoZWRkXlU01YZHjRolWX9rJtoD5OXloVKp2L9/P3FxcZLNldxHfw0RQrwy/zp16iRkZGRkZF4cRUVFQgghkpOThZ+f30suzfOhpKRElJSUCCGEcHFxEZmZmS/s2ra2ttI91mT69Oliz549Qgghzp8/L4YOHSqEEOLatWvCzc1NlJaWiry8PNG3b19x8+ZN4eLiIoQQwtfXV1hZWQlvb28xadIkUatWLWFnZyfMzc3FyZMnRf369cWpU6fEwIEDRUlJiVi+fLlo3ry5cHZ2FpmZmSI2NlYEBwc/dT1OnjwpPvzww39xJ148iYmJwtXVVfTu3VvY2tqK3NxcERwcLGxtbYVCoRDLli0T6enp0r3v0aOH1vElJSVi1KhRwsbGRjg5OQlbW1vx6aefiqFDh4rjx48LGxsb0bVrVzFnzhwhhBDh4eFiyJAhwtnZWTg7O4vS0lJx9+5dMWTIEGFnZycGDRokHjx48MLvg4zM/2cSExOFu7u7EEKI4OBgERUVJebOnSuEEOKXX34Rc+fOFYWFhVI7PXToUHHmzBkRGxsrZs+eLYQQwtnZWdy5c0dMnjxZHDx4UAghxJQpU8TBgwfFrFmzxDfffCOEEKJXr17ixo0bL7qKMjIyQoiNGzdK/ZsxY8aIRYsWSf3aP//8U/j5+YkVK1aIbt26iYYNG4rhw4cLV1dXoa+vL8aOHSsyMzNF+/btxcCBA0W9evXE4cOHxaJFi4ShoaFQKBSiadOmIiUlRbi5uQkbGxvh7+8vioqKRKdOnUTXrl2Fqamp6NChg0hPTxeLFi0S69atE0IIsWTJEun1q0ZiYqJwcHAQQgixYcMGMXv2bDFy5EghhBBr1qwR8+bNEytWrBDh4eFCCCFKS0tFXFycmDVrlvR3SUmJ1NctLCwUSqVS/P3338LX11fa58GDB0KpVEp/C1HWn/3777/FV199JX766SchhBCjRo0SycnJIjw8XEyYMEEIIcTo0aNFSkrKU9dt+vTpIjExUQhR1s9u3bq1KCoqEsnJyeKDDz4QQvyv36cu/6xZs0RcXNxTX+t5kZWVJfz9/YW3t7c4dOiQ1F8VQggrKyvptfpehoeHi8aNG4tVq1ZJ75mbmwtbW1tha2srzM3NRXJy8gutw9Ny//590adPH+Ho6CgGDx4swsPDK/TdN2zYILp37y4MDQ2FqampGDx4sGjVqpUYOnSo6NKli+jRo4fo1q2bUCgUom3btqJatWqiSpUqolatWqJDhw6ifv36okaNGsLQ0FB06dJFNGnSREyfPl04OjqK6tWrixo1aghdXV1Ru3ZtMWXKFOHl5SU6/x97Zx5XU/7/8We3EiJbtpKyTQZlj7TdCqVIY50UsoXGkvHFpBBj331nrEkxhYaIDEV0I+tYip9p0BCSJUv29vP7o8c9c2/F8B3rzHn+43bOuedzPked8/l83q/3692unfDVV18J9vb2Qs2aNYWxY8cKYWFhgqGhodCsWTPh7NmzwuDBg4V27doJO3bsENq3by9UrVpV+OWXX977PVPOcf+KhIQEISAgQDA3NxcGDhwomJubC+fOnRNWrFgh6OnpCXZ2dsLTp0+FsWPHCjY2NoKrq6uQnZ0tXLt2TZDL5ULv3r2FkJAQwc7OTpg6darQtm1bYd26dYKnp6dgbm4uxMbGvuee/jNR/r+8ipLz07/aLiHxqbB161Zh3rx5giAIwqhRo4TQ0FChWbNmQkFBgSAIgvD8+XNBEAThypUrwoABAwRBUF8769evn3Djxg1BEATh66+/Fm7evPmhu/DJkpCQIHTv3l1wdnYW7O3thaioKPE5EhoaKoSGhpa5znXq1CmhdevWgoeHh9C6dWtBEATh3r17Qr169QQLCwth9OjRgiAIwowZMwRvb2+hS5cuwqlTpwRLS0tBLpeL614fE09PT6FWrVqChoaGUK1aNWHNmjXCzJkzBTs7O8He3l64du2acPbsWcHDw0M8/tdffxVCQ0OF4OBg8Z3m5uYmdOjQQbh69aogCH/eoxMnTgh2dnZCp06d1MZTEhISEu+bZcuWCTY2NkLr1q2FrVu3Cr6+voK1tbXQrVs34dGjR+JzvbCwUHB1dRXs7e2F8ePHi/NuaWz4aQCcFt5QCyM55khISEj8i/nhhx+Ijo4mLy9PdGl5H3h7exMYGEhSUhIFBQUMHz78vbVVkmfPnuHq6kpeXh6dO3cWrfPfB0VFRfj4+HDlyhUqVqwIwLRp04iPj2fUqFEMGzYMuVxOs2bNGDVqFPr6+tjb2/P06VM6depEbm4uV69exd7eXjynnp4e5cqV4/79+5w/f56nT5/StGlToqKi0NbW5syZMxgaGpKQkECdOnUoX748//d//4cgCNy8eZO7d++Kjjjff/89K1eufKs+HTlyhMmTJ7/X34/3gVwuL2XRGxAQUCpzSJl9rMzOV7Jr1y5q1arF+vXrKSoqwsHBga+++gpLS0vRWl9DQwN7e3smTJgAFFtHbtmyhREjRnD+/HkOHz6Mm5sbHh4erF69mu3bt+Ph4fH+Oi0hIVGKFi1aAGBoaEhycjI7duwgLi6OgoICLC0tefDgAaNHjyY7O5v09HQyMzNxdHRkwYIFjBw5ksqVK6Orq0tqairfffcdGhoaPHv2DAsLC7XzGxgY8Pjx49dmHEtISLwfSpbAefz4sVgCB6Bu3br069eP48ePc+fOHWQyGf379+fevXvk5+eTkZHBy5cvKV++PFpaWowbN47U1FQMDAw4dOgQnTp1YtOmTfj7+1NQUMDAgQM5fvw4v/32m1hqbNOmTQCkpqZy5swZ1q5dS05Ozif93lct+RkQECCOZ9q1a0diYiKjR48mKCgIT09PvLy86Ny5M4cPH2bAgAF069YNJycnUlNT6dy5MwD37t2jUaNGmJmZ4enpSdu2bfn2228ZPHgwXl5eGBsb8/3334vt//HHH7i4uIhtKm26VZ/b/0tJIF9fX2bPnk1ISAhjx47FzMwMLS0tWrVqVcoK/FNFNWvS09NTrXTdqzIiAwMDiY6O5ssvv6Rjx46YmpqyfPly6tatS2Fh4SeV9V4WOjo6xMTElNpecuzev3//Nzrfzp078fPz448//kAmk5GTk0PFihVJS0tjxowZREREYG1tLZb5ksvl4nND6Xjq7e3Nli1b2LlzJ3Xq1GHgwIEMHz6cpk2bMnz4cKytrcW/o23bthEYGMjPP/+MiYnJe3PNUSgULF26FEEQ8PHxYdGiRa91rDp58iR+fn48ePCAx48fc/LkSSwtLcV+aGpqsmvXLlJTUzl06BChoaEcPnyY9u3bU61aNa5du8bt27fR1NRk06ZN9OnTh+nTp2NgYMBvv/1GYWEho0aNwsnJ6b3095+Oskx1bm4uY8aM4ezZs8yePZuwsDDu3btHWlqamnPZ1KlTefr0KYMGDSIlJYWNGze+0g1JQuJjce3aNczNzQHE38+WLVuiqakJwE8//URERAQymazMd9OlS5cYOHAgUFz6/datW5+049uHJicnh5kzZzJo0CAmTZrEl19+SWBgIJGRkWhpadGmTRsePXqElZUV58+fJzw8nMjISHR0dFi1ahWNGjVCLpfTpEkT0Q3rt99+Y9iwYeTn56Ojo0OFChUYPnw4L1684Ny5c2hpaeHm5qbmgqTq2vchmD17Ni9fviQjI4NmzZpx+/Ztbt++jUKhIDU1lXnz5rF27VoaNGjAyJEjMTAwoF27dvzf//2feI47d+5w4MABzpw5w4IFC1izZo24b/r06ezevZvKlSvTpUsXPD09y3Qgk5CQkHjXlHQbLjnfqVq1qhi/KKusaMmYhsSnj+RxJCEhIfEvZsKECSQmJnL8+HG++OKLUvv/CTWe9fT0OHLkCCdPnixlO18W2dnZ7Nix463bsba2FsUciYmJ/PLLLwD069ePpKQkNWFLv379uHz5Mn379iUqKorbt2/j4+NDbGwsjo6OKBQKFAoFBw4cAIrtoxcuXEi9evWoXLkysbGxaGlp0aNHD9q1a0dWVhZ79uyhXLly5ObmUqtWLXr27ElERASTJ08mOjqamzdvkpSURMuWLd+qXzY2Nq/8/fgnc/nyZTp16gT8GQBR2uVfu3YNFxcX7OzsSE1N5d69e0DpQFJqairLly9HLpezceNG8TgJCYkPh+pib9WqVRk0aBAKhYKkpCTmzp3L5s2bcXd3R6FQYGVlVZy5oKWFiYkJixYtwt3dHQBTU1OWLl2KQqHg9OnT9OzZs9T531cQTkJC4vUoS+AAnDt3Dh0dHbp27SqOpzZt2oS2tjbTpk3D0tKSmJgY2rRpQ1paGmZmZvz6669UqFCBTp06YWZmxuLFixk2bBjnz59HQ0MDTU1NUZzn7u6Onp4e3333HTKZjNatW6Ojo4OJiQlQ/KyYPHkyCoWCEydO4Ovr+xHvzOtRLfk5cOBAzpw5A/xpma2trc3SpUsJDQ1l+vTpFBYWMmvWLDZv3sySJUvQ19fHzMyMgwcPolAoSElJIS8vjwkTJnDr1i1iY2Pp378/7du3Jzw8nKysLH799Vex/YYNG5ZqE/7+c1UpalmwYAEzZszg//7v/ygsLCQlJUXNClwVbW1tCgsL37qt98XatWuxtbWle/fujBo1iocPH9KnTx8ePnz4yu+UK1eOiIgIgoKCSE1NZc6cOQwdOhQHBwdcXFzE4Nu/hcuXL6OnpwcUj+V/+uknbG1tGT58OJmZmWrH/tXv2R9//EGbNm2AP0VkZf2eBgYGMnv2bLy9vd+rCCwvL49du3axZMkSDh06hEKhYNGiRdy4cQN9fX0SEhKIjIwEigONc+bMYdCgQchkMmQyGTo6OtSuXZvw8HCqV6/O7t27+eOPP8jNzaV9+/bEx8fTtm1bIiMjqVChArdv3xbbbtGiBTo6OjRt2pTatWtjYGDAo0eP3ui6g4KCiI+PV9sWFhbGmTNnUCgUpcrV3LlzR5y/b9iwQdzu5+f3Sf29/h1ycnLYt28fI0eO5PLly2r7pk6dikKhwMfHh4SEBPz9/YHi+9KkSRNmzpz52SXPSPw7aNCgARcuXADg/PnzgLqodNWqVSgUCoKDg8Xnp+p72NTUlC1btqBQKDhz5gzt27f/wD34tGndujV79+5l+vTp1K9fnzp16nD16lWmTp3K5MmTqVy5MikpKURERGBmZsYPP/zAw4cP0dHRoVKlSuLa3q1bt8Ryq8+ePePp06cA4v4jR45Qq1YtXF1dCQoKolOnTsTGxlKtWrWP03Hg7NmzpKamsnHjRlGU06BBAywtLYmOjiY9PR1ra2uCg4MZP348Xl5eXLt2Tfz+68TaKSkpuLm5YW9vz507d8jKyvrQ3ZOQkJBQQ3X8K5fL36qMn8SnjSTMkZCQkJBQQ6FQ4ObmRo8ePcQJcHp6Ot7e3uTl5dG9e3fs7e3p168fAIMHD8bOzg57e3uKiopIS0uja9eu2NnZiRmInxP/qzAHyhZzKBcvVRciTp8+ja2tLcuXL8fOzo7KlSszZ84cRo8ejZGREba2ttjb2zN//nwAevbsyY8//sjYsWM5fvw4bdq0IT8/n3379pGZmUnz5s3Zt28fgYGB4qLrpEmTmDZtGoaGhmqL9BJvhqmpKSdOnAD+FKgp/w9Xr17NlClTSExMpHHjxmXW3xYE4bMKzklI/BMpKS7V09MjPT0dBwcHHBwc2LdvHw4ODixZsgR3d3eeP38uHtunTx9Wr15N9+7dgeLgyOzZs3FwcKBz587cvHnzg/ZFQkLi1bi7u3Ps2DGcnJzIzs6mSpUq1KlTB7lcjr29PaGhoezevZu+ffsSGxtLhw4dOHPmDEZGRqxYsYIff/wRNzc3tLS0+Pbbb/nPf/5DSEgI48ePB/58py9dupRFixahoaHBnj170NXVJSUlBRsbG3799VdWrFiBj48PO3fuxNHREQcHB86ePfuR786r0dbWxtnZmVWrVjFmzBgqVKiAjY0NmzdvZtSoUezevRsbGxssLS0ZMGAAp06dwtramg4dOtC5c2dkMhnffvstjo6O2Nvb4+bmRkpKCnZ2dhw/fpzCwkI0NTUZNGgQVlZW3Lx5EzMzM7F9Hx8ftm7dio2NDTo6OnTs2PGd9EtV1CKXy6lVqxbu7u6MGzeOyZMnl/kduVzO3LlzmTVr1ju5hr+Ln58fhw8f5uzZs/Tv35+4uDi2b99O9erV1TIiw8LCaNy4Md7e3gwfPpxKlSoRGxvLl19+SePGjdm3b5/o6lSpUqWP2KMPj6mpKT179kRLS4uioqIyA8GCIJCbmysGkKFskVZZIrIqVapw+/ZtBEHg4sWLABgbG7N+/Xp8fHxYunTpe+tbmzZtuH//vuhY1bVrV27fvq3mWLVs2TKgONAYEBBAeHg4+fn5YqCxevXqANSoUYPo6Ghyc3PR0dEBip0TTp48yddff83Tp0+5deuW2LZyvvOuhMne3t5i8kNJ6tSpIzomqQYmli9fLjpvfO6oOpfFxcWJ25X3tF+/fpw/fx5PT09iY2MBaNy4MdOmTaNVq1b/k6uYhMT7xt3dnaNHj+Lk5MSdO3fUniEAFhYW2NraEhoaKm5zdXXF3d2dqKiof72wVJWwsDDCwsLUtqWkpODr60t4eDjZ2dmkpKTQqVMnLly4gIaGBhoaGuTl5WFiYoJMJqNBgwZUqFCBp0+fMmDAAK5cucKVK1cwNTWlffv2REREcPr0aZo2bUpKSgppaWm0aNECbW1tRowYwaBBgwgPDy/lgvQxaNmyJc2bN2fw4MHUqVOHtm3b0rVrV7Kzszlw4ADz5s0jPDycLl264OjoiIGBAQ0aNBC//zqxduvWrfnll19QKBScO3fuvbqtS0hISKSnp+Pl5fXK/UVFRWrj31fxJsdIfHpIpawkJCQkJEqRl5dHbGws1tbWatuVWXh79uxBEATR/j8xMRFBENDQ0CAgIICQkBCMjIzw8PAgIyPjI/XizTl27BgTJkxAV1eX33//ncLCQuRyOdu2bWPXrl1iJtqKFSto06YN/fr14+7du+jo6LB9+3YxG9PU1JSpU6eyaNEiZDKZeE9K4ufnx3/+8x/CwsIoKChg+fLlVKhQgby8PKysrNSyiaHY5UF1MaIs20KAr776iq+++kr82c7OTvz83XffERER8VmKpT4Gbm5uxMTEYGtrWyqQ4erqypgxY2jWrNlrrW19fHwYMWIEq1atQhAE5s2bR4cOHd73pUtI/KtQKBQsWbKEgoICcnNzWbx4MRMnTqRGjRq4uLigq6uLnZ0dOTk5rFmzBmdnZyZMmMDWrVspKCiga9euagE5JS4uLjx79kz8uWbNmuzcuVPtmKCgIPFzyQVTCQmJD8eblsDp0KEDgYGB/PjjjwwYMEBcDFu5cqU4JnNxccHFxYVVq1axadMm7O3t2bBhA9WrV8fHx4fHjx9Ts2ZNZs2aRVBQEAMGDKB27dp07NiR8ePHU6FCBdFm+kOiOpb18vLi6tWrYjkUKBaeDBkyBD09Pe7evcv48eNp1aoVMTExNGvWjK5du7JmzRrR3cbZ2RlNTU1+/PFHmjdvTq9evdi9ezcGBgZieRy5XE5+fj7Dhw9nyJAhODo6MnToUKysrLh+/Tr+/v6Eh4ezZcsWJk6cSFhYGBUrVqRq1ao8fvyYxo0bs3fvXrV+qJZFUH3Gvg2qVuDp6elcuHCh1P+JUtyiUCgAsLKyIjExUe0YQRDo3r07WVlZzJgxA1dX11JtpaenExgYWOr8yrJIEh+PkmN5ZSDY1tZWPMbb2xtra2ucnZ3FbcrgsGrpZR8fHwYMGEBwcDDm5uZ07NgRAwMDvvrqK3bv3i26BwQFBXHixAmePXvGkiVL3lvfZDKZ6FgVFxeHpqYm+fn5omOVTCaja9eueHp60rp1a8aNG8fRo0c5dOiQGGhUzlG1tbV5+fIlp0+fxtTUFBsbG/Ly8khISKB8+fJMnTr1jdwqBEHA19eXS5cuUaFCBb7++mvOnz/PggULcHFxITg4GICtW7cyf/58TExMWL9+PUFBQVhbW6OlpaVW1mn79u08efKEwMBA+vXrx4ULF5DL5QQEBDBnzhzi4+PJzMzE29ub3Nxc3NzcmDJlCkFBQWRkZJCeni628aEoWdba1taW2NhYcQzaunVr5HI5VlZWxMXFIZfL2bx5M3Fxcbi6utK1a1f++9//kpOTQ0REBE5OTvTv3x8zMzPOnDlDnz592LlzJxoaGnh7e+Pt7c3Lly+xt7enQoUKaGtriyUJly1bRlFREQ8fPvxXCvMkPi46Ojrs2LEDLS0tRo8ejYODg9qYTPk8UKVkGY99+/Z9kGv9HNHW1mbw4MHk5+fz008/YW9vz7x583BwcACKn8flypUjPT2doqIirl69yrJly+jWrRt3797FwMCA3Nxc8fnu5eVFpUqVaN68udiGhoYGu3fvZu7cueTl5eHg4MCFCxdwcXHh/Pnzn4SLkZGREZcuXeKnn34iMjKSWrVqUbt2bWxsbJg/fz7Gxsa0bt2a3Nxc8TtKsXZWVhYRERFq55s5cyZubm4UFRVRvXp1oqKi3up6FAoF8fHxb7zmumHDBoYOHQoU//4vWbLkfxKdllwP2b59O0FBQSQnJ6Onp0dERATnzp0Tr011bjB06FCqV6/OtWvX2LVrF/Xq1SMwMJCEhATx7/j+/fv4+vpy7949Hjx4QJMmTfDy8iIjI4NDhw4hk8nYsGEDv/zyC8bGxnzxxRd07NiRBw8eMGPGDLp37y6WAZeQ+DdTcqw8bdo0Dhw4gLW1Nebm5mISgbJk7fDhw9XGvwDTpk0jPj6eUaNGMWzYMED9WSLx+SAJcyQkJCQkSqG06laizNhq3LixmIXXtm1bvv32WwYPHoyXlxfGxsZ8//33ZdaD/tTZu3cvCxYsQC6Xc+3aNaZNm0Z4eDj3799n9+7dHD58mEePHjF06FCio6PFwML69euJjIxkxIgRAHTr1g1fX1+qVq1K+fLlefny5Ru1v3v3bn788UdevHjxWrX0+6aoqEh0hVH9/FckJydz5swZhg0bhrW19T+itqlMJiMkJKTMfc7OzmoL+PDqQNLHCM5JSPzbyMnJ4cCBA0RGRrJ//37u3btHfHw8mpqavHjxAn9/f9LS0pgxYwYRERE8f/6cp0+fcuzYMTp37vyxL19CQuIDYWJiIr6X9+7di7W1NStXrgTU3+MAvr6+pZzuSorzAE6ePPl+LvYtiYyMJDc3F21tbXbt2oWenh49evQgPT2dgoICWrVqxc2bNzE0NKRcuXL4+vri6enJzZs3xbJVLi4uXL58WQwMN2zYEA8PD1auXMnZs2dp0qSJ6HjTq1cvevTowYULF/j++++xsbHhyJEjmEltQOsAACAASURBVJubo6+vLwobjx8/LpZvHT16NL179yYlJYXly5d/zNv1Rty+fZvKlSuL5WklPh1UBVFjx47lhx9+IDo6GltbW9EJ5nVjeSUjRowQ53FKVIPDvXv3FreXFJHVr19fdNFRsmDBgv+5T2+LqmOVhoYGzZo1Y/z48QwbNoyCggIaNmxIrVq1mDlzJv7+/hQVFVG3bl0AypcvL2bXJiUliaXf0tPT0dDQIC0tjbFjx4rPlBcvXlCpUiU1sZnqfC8pKYmYmBjq16/P6tWr2bdvH8nJydy9excfHx969OiBkZERAM2bN2f9+vWiw4EqquO5devW8fXXXwPFIiszMzOxfWV5qwULFjBz5kxsbGxwcnIS1yBKtlG1atV3/x9QBsqy1uvXr6eoqIicnJxSY1AodmWcPn06tWrVwsLCgvz8fNatW8elS5dYtGgRR48excHBgaSkJHbs2EFwcDC5ubkEBASwePFitTavXLnCpEmT+Prrr+nWrZvavpiYGObMmcPBgwfFEqwSEh8KV1dXnj17RuPGjbG0tPzYl/NZkZeXR9++fcnNzaVatWo4OTkxa9YsNRHEhg0b+O9//4uNjQ1VqlShbdu2xMTEEBMTw8WLF4mJicHS0pLnz5/TsGFDWrRowYoVK5g4cSLu7u5s2rSJmjVr0qZNGw4dOkStWrVo2bIlLVu2JCMjg/379+Po6MjUqVMB8PDwoG/fvjg5OVGpUiWxBNaHxMTEhOXLlxMYGIidnR0FBQX4+/tTs2ZNfvjhBwDy8/PR1tbG09OTH374gfj4eLWxQFmiaeX7zMLCgoMHD36QvoB6MP3vjotV358rV67k+fPnHD58mPDwcNasWfPKBMFHjx4RHx/Pli1biIqKwtbWlqtXr3L06FExDjBy5EhCQkJYu3Ytx44dY9OmTTx69IiTJ0+iUChITU1l3rx5jBo1ip9//pn79+/Tvn17fvvtN5KTk5k2bdrf6puExD+FefPmoVAoMDExISMjg9DQUBwdHdm8eTNNmzbFwsKCnJwcqlWrRmJiIpaWllSsWJHs7GzRzbNOnTro6OgwYcIEDA0NycvLUxPvdOnS5SP3UuJNkYQ5EhISEhKlUAoycnJyAEQ3gdzc3FJZeB4eHgwaNAgfHx9+/fVXTE1NWb58OXXr1qWwsBANDQ1Wr1790fryJvj6+jJ79mxCQkIYO3asuP3q1aukpKRgb28vbissLGTSpElcuHCBJ0+eqDnU6OjoMH/+fPbv3y8KlZT3UjkBVJ0IqgaB+vfv/346V4Ky3H5atmyJmZkZLVq04Pfff6dSpUpcvnyZRo0a8c0339CiRQuWL1+OkZGR2gK1klatWn1UO1sJCYl/N6plAIKDg2nZsqWYbfbTTz8RERGBTCYTs8N79erFrl27OHToEIGBgR/tuiUkJD4ubyIkVigULF++HEEQePDgAaNHj2bDhg2UL1+ePXv2qGW9hYeHk5KS8lGcCiZMmEBubi7Pnz/nzp07FBQUkJeXx7fffsupU6fYsmULpqamXL16ldOnT4s16hs3bkx4eDgVK1akSZMmhISEYGxszKFDhzh+/DjOzs6sW7eOYcOGcfXqVXbs2MGQIUN4+PAhSUlJ6Ovrc+fOHSpUqEC1atXYunUrjRs3ZtOmTUBxCaA9e/awcOFCvv32W4YNG6bmWPK+URVjvS2TJ08mISEBLS0t1qxZw/Dhw0sFxlRZt24dGzZsQC6Xv4Mrl3hTlMG46OhoWrRoIQpz/qnI5XLxd0zp8KXKkSNH1H4uK9BYMjBZUoioLIP2NqSmprJ161bi4uIoKCjA0tKSkSNH0q1bN1EACcVlngEMDAx4/Pix2jlUx3MHDhz4yzb/+OMPMaGodevWXLt2rcw2PpQwp2RZ67LGoMrr09bWpkWLFmI/bWxsqFGjBubm5uzdu5eKFSvi4eGBnZ0dFStWZMWKFcTFxXHv3j1SU1Px9vamXr16tG/fvszyMsp7YGhoKJW7kvgoqJZmk3g7oqOjsbCwICAgAB8fH7GkoKoIwt/fn5iYGM6cOcPWrVuJjIwkOzubuXPncvLkSYyMjHBxcSEkJEQUZ/Tv3x8XFxd+/PFHkpOTAXjw4AEPHz4UHb9nzpwplnTq2rUr7u7u4jNU1QWpYcOGH/MWibRs2VIsX6uhoYGHhwe1atXC2NiYb775hvHjx3PgwIH3Eqwu6X6h6rRXct21oKCAXr16oaGhgZmZGZ07dy7TCe7+/fsMGTKEly9fYmlpybx5897oWlTfnwEBAaJ7Wrt27UhMTFQrF6vq7N6sWTNkMhmGhoakpaWpvceUxyiTb3Nzc7ly5QojRozA3t4ehUIhjkfq1q2Lubk506ZN4/Hjx3z77bccOXKEoqKijyLikpD4FLl+/ToZGRnUrl2bnJwczp07x+3bt5HL5bx48YK1a9dy+vRpduzYARQ/n42MjNi5cydjxoxBEAR27NiBQqHAwcGBRYsWcfDgQTXxusTnw5ulwktISEhI/CtxdXXF2tpatHa/fv06dnZ2WFpaUrNmTcqVK4ejoyNWVlbcvHkTMzOzz7IedLVq1cRMwSlTpohK5AYNGtC+fXsUCgUKhYIDBw6QnJwsZh988803YhYBFIt2PDw8CA8PJysrq1RJKijO8Dx06BBQ7CikHHB9KMLCwkhMTKRfv35ERkYCkJGRwdq1a/nuu++AYjv//fv34+npydatWwGIiIggLCyMnj17Ym1tTUREBI6Ojri6upKQkFAquD1u3Di2bt2KIAiifbGrqyuPHj36oP2VkJD455OSkiL+6+joqOb2pbSDDQ4OFp/XvXv3JjIykszMzE9mUVFCQuLTRRAEdu3ahYuLC6dOneLgwYMYGhoya9Ys6tevz6FDhxgzZgxr1qwRvxMTE4OLi8sHy7wtKirizp07pKWlkZSUxO3bt2ndujUXLlygfv36pKenc/nyZVq0aMHFixdp2bIlaWlppKWl4efnR4cOHbh79y5Pnz4lPT2dJk2akJWVRZUqVUhNTeXw4cPcunWLtLQ0zp8/T40aNYiIiEChUNCuXTsMDQ0RBIEXL16QkZHB8+fPAahduzbJycncv3+fypUrs3r1ajw8PD7IPfm7zJ49my5duoilcC5cuCAGxlauXKkWLCkoKCAkJISkpCTc3Nw+1iX/I1AoFPTo0YNu3brh4ODAw4cPGTduHLa2tnTv3r2UmMPa2pobN24QGxuLp6cnixYtIisrCzc3N+zt7Us5X0m8H0xNTRk0aBAKhYKkpCRmz57N999/z4wZM5g/f754nKpARXUeDerjuUaNGqntK6s8dMOGDUXXonPnzmFiYvKXbbxPTE1NOXHiBFD8TC5rDKp6fa+6zpSUFAoLC7l+/Tq1atVi3rx57Nu3j127dpVytG3QoIGYRHX+/PlSbZQ8t4SExKfP1atXRaFF27ZtefnypSiCGD16NE+ePAH+FFUYGBioCRIfPXqkJlxs164daWlpZbY1efJkBg8ejJ+fn7h2+yoBpaurK1ZWVrx48eKjuSApBdfe3t6iECYgIACFQkFCQgI+Pj64u7szd+5cAFasWPHeHCT27NmjNg/4/fffxX0l113Pnj2LXC4nISGBFStWqDnBqV7fvHnzmDBhAgqFQnSHexNU358DBw4U342nT5+mUaNGVKlShdu3bwOolfEu+a5QfY+pbtuyZQuHDh3i7t27BAcHs2/fPrp27SqulW/atAlNTU1kMhnZ2dnI5XJCQ0NFp83PAW9v71f+nUhIvAuMjIxo164dCoWC3bt38+jRI+rVq4dCoaBKlSqMHTuWkJAQ0Xm2Zs2a6OjoiCLr/Px8fv/9dzp37sz58+e5ffu2NMb7jJEccyQkJCQk1FDNwps5cyYzZ85U218yC+/w4cNqP5eVYaesYdu4ceN3e7HviLVr17Jjxw6ePXvGlClT2LBhA3369GHdunW4urpia2uLpqYmDg4OTJgwgbS0NJydnTEyMsLQ0FA8z9OnT3Fzc6OwsBA9Pb0yJyFKYY6Dg4MozOnVq9cH6eer3H5MTU3R1dUVj2vbti1QLNAJCgoiPT2dGjVqIJPJ2LVrF3PnzhUDUz4+Ppw7d06tnfHjx2NpacnXX39dytZ8zZo1+Pv7f5D+SkhI/HO5c+cOISEhWFlZoa2tjbOzMzk5OSxZsoSLFy+K1tAWFhbY2tqqOTTo6elRvnx5qYyVhITEG6EaoKhZs6b4uXz58mzevFnNIUL1+A/pVDBhwgR+//13dHV1adu2Lfn5+YSGhorPRmNjY65fv05sbCw3btxgypQpxMXFcePGDQ4cOED16tX55ptv0NDQYMyYMYwZM4YBAwawcuVKAgICePDgATKZjB49euDk5ETLli0ZPXo0Ojo6pKamAsVZuh4eHnTq1EnNJcjc3JxJkyYxePBgdu7cSdOmTT/IPXnXpKamlsoOVnL//n2MjY3R0tISx9ES/zt/VZKhpNNo/fr1cXZ2JjAwkMaNGzNx4kT8/f2xtLRkypQpHD9+XCql8p5xc3Nj3LhxODg4AMVrCl999RUjR46kT58+XLx48S/PoTqei4qK4unTp+I+CwsL3N3dmThxorhtypQpDB48mLy8PHr06KE2L/8YuLm5ERMTg62tLZUqVSpzDPombNu2DT8/P4YMGUK5cuXo3r07tra2WFhYlHL/GT58OL179yY0NBSZTIa2tjb5+fnvslsSEhIfmAYNGpCSkoKLiwvnzp3jyy+/pGvXrmrlmm7duqUmqigpsGjYsCH79+8H/hRnlIUygW7u3Lns2bOnzHMpkVyQ1NmzZw/R0dHiPCA3NxcnJye1ddfMzEwMDAw4ePAgU6dO5fLly3Tr1k0svViSy5cvi4KckkLM11Hy/Tl9+nRsbGyoXLkymzdvRk9Pj8zMTFxcXKhRo8Yrz9OqVSuMjY2xsrJCR0eHHTt2iMm3aWlp4nhXWaZR1anIx8eH1q1bk52djY6ODlpaWqL7joSERHGMZd26dTg4OHDv3j2MjY05ffo0Li4u3L59m+3bt3P69Gl++uknoPhZrBz/Zmdno6enR4sWLcRSgwcOHEBDQ6NM8brEp48kzJGQkJCQ+Nfj5+eHn5+f+LPqYu+QIUMYMmSI2vGqpQ8UCgXu7u7UqFGD7t27iyUOZDIZjx49wtXVlfz8fMzNzVm1ahXr1q3j6NGjHD9+nA4dOnDgwAHkcjnbtm0Tgz3vi+TkZGrXrs3hw4cJDg7m1q1bQOkJn/Jn5SBw0qRJODg4iNkyJQNTLVu2JCEhASieSJYvX16skVyWrbmExD8NuVxOfHw8Wlp/b2gdFhZGQUGBmg3ym6LMVgoKCvpb1/C5UKdOHTE7rlWrVsyePVvcFx4ejrW1NUOHDiU4OLjM72tra9OvX78PdbkSEhKfMa8KfDRt2pRBgwaJgeL8/HyOHj36UZwKgoKCGDRoEPXr1weKx7aLFy8mKyuLmzdvsmzZMnGMVrlyZRYuXEhERATnz59HU1OTSpUqcf/+fQwNDRk8eDDBwcHiePe///0vY8eOJTc3lwcPHvDy5Utq1qzJihUraNy4sShU8fHxYfXq1bRt21YMkIeFhXHx4kXkcjmDBg2iQoUKH+R+vA9MTU3LDIwB6Ovrc/36dQoLC0sJ1iXenr8qyfBXpKam8t1336GhocGzZ8+wsLB4r9crUfxsVP5tlGT79u0ANG/eXNymTNxRHbeWLANXo0YNsRTdkiVLxO1Ku35jY+NS1v2q51O28aGQyWSEhIS89hjV61VdU1B+vnPnDs2bN2fp0qXivunTpzN9+nS188yfP5+QkBD8/f3F8nqurq6YmJhgaGhIVFQUoF46W9l+/fr139gxUil0Bxg7duwr/48lJCTeHe7u7vTp0wcnJyeqVatGlSpVSpVr6tq162vPYWFhwcaNG9XEGWWJxd3d3UWnnG3btolia4m/xsjICDMzM+Lj4wE4cOAAiYmJai7r//nPfzh16hSFhYWcOnUKKB7bDBw4sMxgutKxpnPnzhQVFb2xOKfkeohqCUklqgm01tbWeHt7i+9Y1QTdkk49VatWfWV5y4CAALWfVRN7jx49+kbX/qbk5eXRt29fcnNzqVatGk5OTqSlpTF79mzxfe/t7V1m2dmhQ4dSvXp1rl27xq5du6hXrx6BgYEkJCSIAiQoLo965swZunTpwowZM97p9UtIaGhoYG5uTkFBAfr6+ixYsIBly5axadMm3NzcmDVrFubm5uI8CP4c/8rlchQKBXv37sXR0RENDQ38/PxYuXKlmnjdxsbmY3VP4i2RhDkSEhISEhJ/E2WJg5JOMrdu3eLAgQNoaWnh5eXFlStX8PHxoWHDhsyePZv09HRu3LghTobeN82bN+fEiRNluv28Ck9PT+RyOaNGjRLFN/DqLJovvvgCDw8PJk2axOLFi0Vbc9Wg1f+KtbW12gKmhMQ/iaKiog/WzttkX30sjh07xoQJE9DV1aV///78/PPP5OfnU7NmTX7++Wdu3rxJYGAgw4cPJywsjOzsbJKSkpg/fz55eXlqNdvDw8NJT09HJpNx8OBBRo0aRa1atdTcDj4EqgtGf0VsbCyFhYU0b96cwMDAD/aekJCQeHMqVqzItWvXMDAw4MWLFzRq1Ig2bdoQFxfHgQMHcHFxwdjYGLlcjpWVFXFxcYwcOZLExEQuXLjAwoULcXJyQi6X065dO5KSkhg6dCg+Pj5vfS3KslVKSooW09PTAahXr57a80RTU7PMsZXqtte5YSrbAujTpw99+vQpdS4NDQ3atWvHggUL2LVr11v37VOhZcuWrwyMaWlpMWTIEDp16oSdnd1HvtLPn78qyVAW2traYjliU1NTvLy8RPeigoKCD3DVEhIfDqVA/cmTJ7i6upKXl0fnzp3F+f2rBDQKhQJra+tSwpxXzQ9UhTmSKEdC4sOgo6NDTExMqe0lRRBliSpU55klxRlVq1YVv6Mc55V0wfmY4sbPDSsrKzZs2IC+vj75+fmsXbuWffv2ceTIES5cuICjoyPly5cH4NSpU3Tv3p0vv/ySrKwsoFg8pa+vz86dO0lOTmbatGkkJCRw4MAB7t+/D8CmTZtwcnL6aH38lIiOjsbCwoKAgIBXzpVUy86mpqYyb948/P39efToEfHx8WzZsoWoqChsbW25evUqR48eVVvPlsvlrFixgg4dOkjCHIn3QllJhYDoWKZKyaRwABcXF1xcXNSOUxWvS3w+SMIcCQkJCQmJv8mrShxcuXKFuXPnkp2dTXp6OpmZmR/tGlUn6yVRHeyVnHxraGjQv39/NDU137itYcOGMW/ePBYsWMDkyZPVbM39/Pxwc3P7y3N8LuIBiX8nRUVF+Pj4cOXKFSpWrAjAtGnTiI+PZ9SoUQwbNoyTJ08yZcoU8vPzGT58OEOGDClzm1wux8LCgszMTLXSSiUzfQwNDXF2dlYTp2hqajJ06FBu3LiBsbExRkZGAKxfv56NGzcCxXXV27RpQ8uWLTEzM6NFixY8efKExMREypUrR0REBAYGBh/8HioUCuLj49Umpars3buXBQsWIJfLEQRBdFoIDAzk0KFDNGnSBCh+tlWsWJHp06eTn5/PmDFj2Llzp1izPT8/n/nz55OYmIggCGhoaLBu3boP2dX/CWdnZ+DPYLqEhMTH4VXBDmXg4tmzZ+jp6TF37lyKiorIycmhYsWKpKWlMWPGDGbMmEFYWBh9+vRh+vTpGBgY8Ntvv1FYWMioUaPExfavvvqKBQsWYGNjg7e3N+XKlXun/TAxMWH58uUEBgaqbX/fgucjR44wefJkNm7cyBdffPHaY//qvQDFz8SSYkVlacOSAauyUGYbvgkmJialRJEBAQGvDIyNGjWKUaNGvdG5JV7PX5VkKCvr38nJCV9fX/r27cvUqVPx8fHh8ePHyGQygoODadCgwUfoiYREaTIzM/H09BRddZcvXy66ALRu3RpNTU3S09MZOnQo+vr6XLlyhWnTprFmzRpevHhBXFwcWVlZ4rOwoKCA9u3b88svv2BjY4Ozs7OY0DJ16lRxzL9x40bCwsLYuXMnnTt3xszMjH379vHs2TPmzJnD3LlzuXv3Ljo6Omzfvp2tW7eKQvcffviB0aNHk5SUREpKCr6+vhQWFjJmzBi8vLzw9vamSpUqktPAKyjr3fU6wsLCGDRoEDKZjPnz5zNw4MAyk6qUQn5XV9d3fckSEhJ/gYaGBmZmZuzatYs5c+ZQoUIF+vTpg7+/P/v27SM5ORlLS0vi4+OxtbXF3NycpKQkrK2tgeJg+pkzZ7CxsaFVq1b069ePoKAgDAwM2LhxI9OnT8fT05OFCxeSlJSktubj7e2t9kxROjeXtQ7Ur18/tWe7np7ex7lhf5OrV6+KTiJt27bl+vXr4j7lOs+rys42a9YMmUyGoaEhaWlpXL58WSyzpZp0qlzb/5wdPiUkJD4PJGGOhISEhITE3+RVJQ4yMjJwd3fH29sbT09PBEFQy+ZU/fwpUjKY8rrAlFJQoAzw+Pv7i8e8aXadQqFg6dKlCIJAv379WLlyJZqamqxatYqWLVtSUFCAj48PZ8+eJSgoiO7du//9TkpI/A/s2rWLWrVqsX79eoqKinBwcBAXUrp06cKwYcOYPn06u3fvpnLlynTp0gVPT88yt0FxQNbS0lIUxpWV6bNmzRr27NmjJk6pUqUKmpqaxMfHM3fuXPLy8rh//z67d+/m8OHDPHr0iKFDhxIdHU1GRgbHjh1DV1cXOzs7jhw5gkwme69lVlSDpW/reOXr68vs2bMJCQlhxIgRrFmzhlu3bnH37l2aNGkiCnMAatasSa1atQBKBeu0tbUZPHgwXl5eGBsb8/33339Q0V9Zlsuqoqvly5eLC+7dunVj9+7dXLp0iUuXLlFYWCgFNiQkPnFUF3ZlMhk//fQTERERyGSyUgu92traNG3alNq1awPw6NEjcb8yGGtsbMy9e/eoV6/e37qusgTZZQlN3jc2NjYcP378vbahdI6Q+OfwVyUZysr6L+nYtHPnzg9wpRISb4fS4VHVVXfZsmVlugAoM/y3bt3Kxo0b2b9/P3PnziUuLo42bdqIxz148EBNoK4Ud0NxKRHVMb+3tzfW1tZ07tyZsLAwqlatSmRkJFAsBqlYsSLr168nMjISHx8fNm3aVErMOG3aNCIiIjA0NMTa2losAy45Dbw7wsLC8PLyQiaT8d13373yONX/awkJiQ+PUshhaGhIcnIyO3bsIC4ujoKCAiwtLV/73ZLrMKpzhRMnTrB06VKmTZtG8+bNOX78uNqaT1m8ah2o5LNdKdz53GjQoAEpKSm4uLhw7tw5mjZtKrqFXrhwAXNz81eWnS3p+G5qakpMTAxjxowRtwFllheTkHhXvC5hWuLfh5SKLiEhISHxj+BDlYF5G2QyGUuWLMHd3Z3nz58DxZOto0eP0r9/f+rUqcPDhw/p06cPDx8+/MhXWxplMOWvMpzfJXl5eURHR/PDDz9w5MgRIiIixGCLMjMwMTGRefPmfbBrkpAoSclALBT/bevo6Ig/p6Sk4Obmhr29PXfu3CErK6vMbYBYakGJaqbP6NGjefLkCc+fP2fYsGHY2dmxfft2MjMzS2UNQXEmUUpKCvb29vTq1UsUqpiamqKrqwvA5MmTGTx4MH5+fmJN+b+LQqHA3d2dnj17Ym1tTUREBJ6enhw7dgxBEPjjjz9wcHDA1dVVLRj9KqpVq8aqVatYsGABTk5OfPHFFyQmJtK7d+9Si1hlldZTbissLMTDw4Pw8HCysrL49ddf30l/3xSl5XJsbCyVK1fm6dOnouhq5cqVzJ8/n2fPnhEVFQXAjh07yiwFIyEh8WliamrKiRMngOKx6KpVq1AoFAQHB6s9q5TPpFeVAk1JSaGwsJDr16+LQsN/IykpKXTr1g0HBwcePnzIrFmzkMvlODg4iA5imZmZ9OnTh7Zt25KRkUF6ejpeXl4AWFpaMmbMGFq1akVsbCwA69ato2PHjq8NbkpISEh8CLKzs4mMjKRPnz7I5XKSkpLIyckpNZ6HPzP8DQwM1Bx6S46jlQJ1Q0PDUgL1vxrzK9srLCxk0qRJ2Nra8uOPP77W6ffRo0eYmJigra1NgwYNuHfvHvDvdRpQKBT06NFDfHfdvXsXR0dHbG1t6datGwMGDFA7fs+ePdja2tKpUydiY2PJy8uje/fu2NvbY2FhwYkTJ0hOTuaLL75gxYoVeHt7k5aWRlhYGB4eHri4uNC+fXv27NlDWFgY69evJz8/X2yzd+/eFBYWkp6ejoODg9r7Mi0tjU6dOmFvb8/cuXM/0h2TkPjnoDqur1q1KoMGDUKhUJCUlPTKvzFBEMjNzVUrQat6Lg0NDXx9ffn555+5dOkScXFxpd4RZc0nyloHeptn+6eOu7s7x44dw8nJiezsbPT09MjMzMTFxUVcV1MtO2tvb09oaGiZ52rVqhXGxsZYWVnh4ODA48ePP2RXJCQkJCTHHAkJCQmJj09ubi59+/YlLy+PqlWr4uzszI0bN9TKuJiYmDBu3DiSk5PR09MjIiKCR48eMWTIEGrUqIGLiwv6+vrMnDmTtm3b8ttvv5GUlERaWhq+vr7k5ubSpUuXUhb+f5e/KnEwadKkUt85fPiw+LlkTed/O23atCErKwtjY2O0tbUxMTERJ0k1atSgfv36AG9VWktC4l2jDMR2795dFAWWzK5p3bo127dvR1dXl/z8fLS1tcvcBpRycCkr02f37t188cUXbN68mYCAAARBoEGDBiQkJABw7tw5oDiTqH379mzfvl38bsk2lAKZuXPnsmfPHjHT9e9SWFiIhoYG9+7dY+bMmUydOpU5c+Ywa9YstLS0aNy4MQkJCfj5+TFkyBB2794tZvEePHiQCxcuiNb4jRs35saNG1y8eBEbGxsWL17M5s2bad++vZpbzquwsLDA3d2diRMnEhAQQGFhIXp6kzJN2gAAIABJREFUepiZmb2Tvr4pCQkJHDp0iIMHD1K3bl1WrFhBZmYmO3bsoFmzZmRlZfHgwQNyc3Px9/dny5Yt7N69m8LCQrp3786KFSuIjIwkPj6eatWqsWTJEhYvXvzK0ga6urplviuHDh1K9erVuXbtGrt27frbbhwSEhLFuLm5ERMTg62tLZUqVcLCwgJbW1tsbW3f6jzbtm0Tn43vuozV50ROTg4HDhwgMjKSlStXlnKP8/f3F10ktmzZQlRUFD179hS/X9I5onPnzoSEhHD06FFOnToliqgkPl2kbFKJT5Fjx44xYcIEdHV18fLyIiMjQ22tAig11qpdu3apMrTr1q1j//79GBoacuTIEbp3786WLVsIDQ1lx44dnDt3jo4dOwKvduV9E4G6kpJj/pKOvcr5QXJyMs+fP+fw4cMEBwdz69atUudWUrVqVdLT0zE0NOTq1auimPTf7DSg+u7asGGD6HI6ZswYUlNTxeOKiopYvHgxhw4doqioiG7dutG4cWP09fXZs2cPdnZ2tGvXjlatWhEfH4+WlpbaGlOtWrXYsmULI0aMwMjIiPv37wPFZWxKOqs2adKk1PtSV1cXHx8fvL2936trqoTEvxE9PT3Onj2Lg4MDAH5+fmWWjVI6l73K8erJkyf07NmTypUro6ury7p16xAEgTNnznD9+nVatGjBpEmTePjwIQqFgoULF9KhQweOHj3K8+fPKSwsZMWKFZiZmeHs7Cy6yZRMCB03bhxVq1alqKjotWVk35SgoCDRke19oKOjQ0xMDIDoNL1v375Sx72u7KzqGHPOnDlqxyjPCbxx2VsJCQmJ/xVJmCMhISEh8dGJjo6mU6dOfPfdd4wePVrNUUC5ED98+HBxsSg8PJw1a9bQv39/7t27R3x8PJqamlhZWXH48GGys7PFwXZAQAAhISEYGRnh4eFBRkaGFJD8hJHJZNSsWZP09HTRdrRKlSoAPHz4kIyMDKpXr/5JlwCT+OdTMhBbFjNnzsTNzY2ioiKqV69OVFRUmdvKQjXTR0NDQ8yOnDNnDqdPn6ZKlSo0adKEDh06sHr1ahwdHTE2NqZ+/frUrFkTV1dXbG1t0dTUxMHBgWnTpqmd393dXcya3bZt2zu7L1paWnTo0IFevXqJ2UkVKlSgfPny3Lt3jwsXLlCzZk3i4+MZOHAgT5484fz582JN8JLW+ElJSYwYMYKePXuyf/9+OnToQEREhNheyTIW8OciypIlS8RtqmLID83du3extbUlODiYkSNHMnLkSG7cuEGVKlWws7PDxMSEmTNn0qRJEyZMmIC1tTUHDx7E1NSUK1euIAgCWlpaxMbGMmPGDKKiol5b2sDIyKjMd2XJhfnx48d/tHsiIfFPQiaTERIS8tpjVBd3VZ9Xqp8XLlyIlpa0PKPMCG7VqhX+/v5oa2uLY/q6desCf7pIGBoakpaWpvb9kqUN79+/j7GxMVpaWqXc6SQkJCTelL1797JgwQLkcjkXLlzg5MmTfykaHDduXCmxhI+PD8nJydy8eZNBgwZx48YNQkNDWbZsGc7OzmJAV5W/4wxccsxfr149pk6dysmTJ8WEFyhOCkhLS8PZ2RkjIyMMDQ0BMDIyonfv3moBzFmzZjFgwAAKCwv55ptvxESDfxsKhYIlS5Zw9+5d7ty5w927d1m2bBnp6emsWrWKBg0acOvWLbF85a1bt+jUqRNnz56lTZs2VKtWjbNnzzJ8+HAePXqEs7Mzp06dwtHRkXv37jF06FCmT59OWloafn5+3LhxA0EQEASBrKwswsPDadq0KUuWLCE0NJQbN26IbUZFRWFiYsL169fJzMwU35dDhgwhKCgIT09PvLy86Nat20e+ixISny9lJWkOGTKkzOPgz3H/iBEjGDFihNoxqnMFNzc3srOzOX/+POXKlaNBgwbUr18fhUIhCn3KlStH/fr1mThxIhoaGrx48YKzZ8+ycOFC1q9fj5OTE+PGjSMiIoJevXqRmZnJtm3bcHR0BIrddb755hvq1q1LfHz8O7wrEhISShQKBfHx8cyePZuxY8eKiZcSEiAJcyQkJCQkPjLR0dFcvHiRjh07olAoMDQ05OXLl2IZFyheiP/jjz/EWurt2rUjMTERKA5gK91TNDU10dXVRVdXF319fQAuXbrEwIEDgeIF+lu3bknCnE8cTU1NxowZg42NDTKZjJUrVwKgr69PUFAQycnJTJ8+/SNfpcS/mdcFYpWLKhYWFhw8eFBtX1nbVBdhVDMiy8r0OXv2bKn2VDN7lAwZMqTUopBqAPh9OXU9fvwYc3Nz7t27p7bY37RpU2rXrs3x48cBsLa2RktLC3Nzc7y8vDA2Nub7778XrfGBD2qNr1AoUCgUotPZu2TJkiXY29tjYGBA06ZNSUlJ4e7du9y9e5eoqCjx/dS3b19mzpyJnZ0dtra2ZGVloampyYkTJygsLMTPz4/KlSvz5MmT15Y2yMvLK/Nd+bpAtoTEp4DqwtVfIS1sqSOXy8V79yaZqsr3huo751MhJSVF/Hfw4MHcv39fzT3u1q1bb+Ucoa+vz/Xr1yksLBSd5SQkJCTeFl9fX2bPnk1ISAhmZmal1iqgeKwFsHnzZi5evMiePXsoLCzk9OnT5Ofnk5eXR5MmTThz5gxDhw4lOjqavLw85s+fz4MHD3j58iVXr15l5cqVeHt7o6WlxZgxY9i3bx/r169n9OjRXLp0iQoVKtC7d298fX3p0KEDurq6bNiwAVtbW/Ly8ujYsSPNmzcHSo/569SpI44NValUqZLaXEHJ5s2bxc/K/a1bt+bYsWNqx/1bnQZycnJYuHAh48ePZ8OGDYwZM4br168TFxfHtGnTiI6O5uzZsxQVFfHbb79x8+ZN0SVj3bp1zJo1i+DgYLS0tNDU1KR69eps3ry5lKNNjRo16NOnDyEhIZw/f17cLpPJGDt2LLVr12bFihVimzExMaxcuZKBAwcSFRVFy5YtEQQBbW1tli5dSl5eHlZWVpIw5xPhbcbA74INGzYwdOjQD9KWxNujfN8YGxvTuXNn9PX18fX1JS4uji1btojHbdiwgYSEBBITE3FxcaFv3748efKEcuXK0bx5c6ZOncq4ceOQyWRoaWnRuXNnZsyYwapVqzA3N+frr78W3wdPnjzBy8uL8uXLo6enR3p6OiYmJqxfv56srCyGDRvG06dP+fLLL1m1alWZ2z4kn+IcRkKiJMnJyf+qMZHE2yEJcyQkJCQkPirR0dG0bt2auLg4rl27BoCjo2OpMi7nzp1j//79AJw+fZpGjRoB6uVZioqKePHihZghC8XZX8uXL6du3bpimRWJTxPVjJPBgwczePBgtf1S+QEJiU+bqlWrcuHCBWrXrk1GRoa4vWLFijx+/BgrKyu0tLR48OABhYWFNG/enHnz5uHj48Ovv/76j7TGr1OnDunp6WRmZtKoUSOmTJlCUFAQAQEBNGnShC5duvCf//yHZs2aMWfOHLZv386ZM2ews7OjQoUKNGnShHPnzqFQKLhy5Qr+/v6vLW3QsGHDMt+VrwtkS0h8bvzTRDnSgt2faGtr4+zsTE5ODlFRUaxZs0bNPa5r165vdT4tLS2GDBlCp06dsLOze09XLSEh8U+nWrVqrFq1iszMTDw9PUutVShFg7t27aJq1ap4e3vTvHlzJk6cSEZGBjNnzmTHjh2MHz8eQRDo168f33zzDa1atUKhUGBlZcXNmzd5/vy5Wik3Kysr9PX1OX78OPXr12f16v9n79zjcrz7OP7uruScImUhp2ZM5DDpIHdFpRxC0yLk1Ig9j82w1CzPytnGNikL2WpzCDkzqVvKuZSMIYlHJ1FJUd0dnj963dfTXTEsc9j1fr281HVfh991dV/X9ft9f5/v57ueQ4cOERgYSFFRkeDiU1lZycaNG/Hw8KBDhw4cPXr0FV2pfxYKlzctLS3WrVuHXC6nQ4cOJCUlMW/ePCHhIDc3lwcPHmBra8v9+/dJTU1l+vTplJaW4uzszO+//46uri7q6uq0bt0aR0dHVq1ahYmJCQDvvvuucJz8/Hzh+CUlJWzZsgUVFRUSExOFY+rr6yORSGjcuLHS+nv37uWHH37g0aNHuLm5/U1XSeTvoKKiolZ57CfxrMKc59mnSP1R/X0zdepUIeFJITBv2LAhWVlZACQnJwN1lzN/UonCd999F1dXV+bNm8ewYcN4+PAhEyZMYOnSpezYsQNNTU2Cg4OxtbUlPz+fZcuW4eXlhampKQsWLODUqVOEh4fXWiYi8k9H0UeUy+X07NlTeHfD/+/fM2fOsGDBAuRyOdOmTWPy5MlIpVJMTU2JjIxkxowZTJ069VWdgsjfiCjMERERERGpN2rWXk9NTSU6OhoNDQ127drFrVu38PT0pLy8nNmzZ2Npacnhw4e5fPkyhYWF3Lx5Ew0NDcrKyjA3N1cKxHt4eLBlyxYGDhxIs2bN+OWXX5SCDADz58/H0tISY2NjwTLY39+fKVOmUFJSgrq6Ojt37nxi6Zl/EnVlS1d3jRCz0UVEnk5lZaUQyIiOjhacu+rir2alhYSEYGRkRMuWLUlNTa3T5v5VoxhMfvjhh5SUlKCtrU16ejo9e/ZkyJAhdOvWjW7dupGYmMjy5cvp27cvixcvxtzcnObNm2NkZFRv1vglJSV8+OGHlJaW0qJFC+zt7UlISCAxMZHmzZsTFhaGpqYmU6ZM4fbt2xgYGNCuXbt6viJVBAUFsWvXLgoLCwkMDGTt2rVK5cj09PTIzc3F2dmZpUuXsnLlSlq1aoWmpiZGRkbo6emRnJyMlZUVQ4YM+dPj9e/f/0/flSK12bRpExKJ5Lmz716m29Kz8jq7n7wIy5cvZ+/evWhoaBASEkLTpk0ZPXo0KioqGBkZ8d133wml7tzd3dHU1CQ+Pp4hQ4bw1VdfcebMGWbOnEnXrl25evVqnU5jbxIVFRV4eHhw/fp1GjduLPSdi4uLCQwMFCYFq1NZWYmnp6fgrBAaGkqTJk2E57OWlhZ2dnav4GyeTnWBtoK63OMUZQyrr/+00oYzZsxgxowZL6fRbzD5+flERUUxevToZ1rf3d0dHx8funTp8pJbJiLy+lG9P7dgwQJSUlJqiQazs7NZuHAh5eXlnDx5koCAANLT0+natSsGBgaUlpYybtw4cnNzmTZtGkePHkUul6OpqUlRURHfffcdqampNG3alNzcXCFxSUtLS3Ce/P7773n06BHa2trs378fLy8vJkyYQIcOHZDL5fTr1w9fX18ePXrE6dOnazl1vq2kpaXh4+NDaGgowcHBBAYGsnjxYhwdHV/qcZOSknBwcEBbW5uZM2cil8uVBPhSqRQfHx/69OmDhYUFR44cQVVVFblcTkVFBerq6kgkEmxtbfn5559xc3OjoqKCOXPmkJiYiL29PU2bNqWsrAx3d3fS0tKorKzEycmJsrIytLS0GDp0aJ3H7NChA97e3oK7k+J96eLi8lKvicifU1ZWxoQJE0hPT0dfX5+pU6eSlJTE0KFDKSkpITw8nNzcXCZOnIiGhgZDhgxh4cKFBAcHs2XLFgDWrl1Lnz596NWrF0ZGRhgaGhIbGyuI8mxsbDh8+DCff/45iYmJVFRUEBYWRmJiIsnJyUilUry9vVFRUcHHxwcAPz8/Bg8ejFQqpX///mRkZPDw4UNCQkLQ0tJizpw5TJgwQSwN+pKp+b45dOiQULq8Q4cO+Pr6MmXKFAYPHkyXLl3Q09Ors5z5p59+WmeJQoCpU6eydOlSfv31V/bt28f06dN5//332bFjh5Ij74MHD7hy5QpffPEFKioqFBYW0r9//zqXiYj80yktLRWS4CIjI2ncuLHwmcLt7l//+hcNGjQAYOXKlYwfP57ExEQ6depEZWUly5cvZ+rUqUyaNIm0tDQkEgnHjh0TRZJvIaIwR0RERESk3qhee/3ChQtERkYSFxcndEy+/PJLwsLC0NfXx8LCAhcXF+zt7fHx8eHWrVssXrwYTU1NFi5ciKmpaa1AvKKkkYIWLVoIgXgABwcHRowYQXp6Oh4eHgB06dKFQ4cOveQzf/t4XlGOTCZjzZo1VFZWcv/+fWbOnMmmTZto2LAhGzZswM3NTVCNBwQE1JpoEv9G/8fX1/eZSlEoSEtLE8QaWVlZbNy4sda9I1L/ZGZm0qxZMw4cOCAse1JW2V/NSlNMuMtkMqKiol5LYQ4giDDV1NSYOXMm1tbWwnexLsermJgYpd/ryxo/IiICMzMzvvjiC2bOnElOTo6QLRYaGkpgYCBWVlaoqqoSGRnJkiVLKC0tfb6TfUbmzJnDnDlzhN9rOoGBcpmB3NzcWp8/6X6uq649PP1dWdfE9z+FugRbW7ZsoWXLljRv3pyCggI2b95McXEx06ZNIzk5mZycHFq1asWaNWsYPHgw0dHRSkFxRSkykb9OYmIi+/fvR1dXl7i4OGJjY1m6dCljxoxBKpXi6+tbp9uTVCpl7dq1mJiY8NVXX/H111+zd+9etLS0MDAweAVnUr/s2bOH1q1bExwcTEVFBcXFxXh5eZGSksJXX31FWFhYrW32799fy1mhc+fO9O/fH29vb6GPLPLPJj8/n127dtUS5ogZ8iIitanZn4Pa/TNvb2/mzJnDsGHDMDIyIjExEQ0NDS5fvoyqqirt27dn3759DB8+HDU1NZo0aYJEIiEvLw9zc3M+//xz3N3dyc3NJTg4GENDQzZu3MisWbNo164dcrkcQ0NDvLy82LdvH+Hh4Xz66acsXboUiUSCiYkJvXv3ZuTIkUyaNOkfI8qpyfbt24mNjaVhw4b1ut/ExETi4+OVMtnV1dWZP38+2dnZfPvtt4waNUpJgK9AIpHw2WefYWNjI0xkz5o1i40bN1JWVkanTp0EpxwnJyemTZv2TG0yMTHB39+/zmO+iVSPa7zN7N69m+7du/Prr7/i5+fH/fv3KS4u5ujRo2zbto0NGzbQqlUrPDw8hLJm9+7dY+/evcTExJCXlyeUw7tz5w4nT56kSZMmjBs3jtu3b1NRUUG7du1QV1dn6dKlNG7cmMjISIKCgvD39xfK8UFViWmF26q9vb0Qgxo1ahSmpqaEhoayc+dOpkyZQlJSEmvWrHlVl+0fQ833jUJMp0gIgar4Uk3+rJy5gn79+lFeXo6XlxcymYxWrVpx584dIiIigNpOu40bN6ZNmzZCKfeysjJiY2Nxc3MTRFplZWWCe4+IyD8VFRUVIa6UkZHBtWvXaq2TmJjIBx98gJqaGrdv3xacrGbMmEGvXr3Q1dVFLpdz584djh8/TmVl5RvtIC7yZERhjoiIiIjIC1N94JyWlsbly5fJzc1l48aN9OjRAzMzM+D/Hfu8vDzBzrdjx47cvXtX2NcXX3zB1atXMTExwdTU9IXaEx4ezvr164WMs7eZugJDChSZ5DUzpjdt2oSHh0etbOm6XCMU+6jLZvFJVFZWsmfPHpYsWcLZs2c5duwYHh4epKenc/ToUdTU1HBzc+P69etcunRJaaJJ5MVJS0sTxBp6enqiKOdvYv78+URHR6OmpsaYMWMoLCzE39+fJUuWkJ2djYaGBuHh4WzdulXISvv++++5desWK1asoKysjEWLFmFvb8+AAQPo3bs3jRo1onnz5ty5c0eprrdCrLVp0ybi4uI4deoUtra29OjRA0dHRyIiIrhx4wZz58591ZcFR0dHCgsL6dKlyzM/y6VSKZGRkaip1T00OXz4MOXl5XVmvVYXPSmcvm7evEnPnj0BMDY2Ji8vjz59+gBVgajjx49jYGAgOE307dtXtF/+B1BTsFVWVkZ8fDympqaoq6szZMgQsrOzOXDgAAsWLGDcuHHk5OSQmZlJ7969kcvlZGdns3fvXrp06UJqair+/v5PfS8+K88rbi0tLX3t3U9ehAcPHgjOUP369WPx4sUMGjSImJgYxo0bx9ChQ2uJoRRZnY0aNQKgoKCAtm3bArzxE1QA165dE/rTEomEn3/+mbCwMCQSyRODdFeuXGHr1q0cOXKEsrIyTE1NUVFRUXrmifwzqe5u+scff1BeXo5UKmXHjh0MHjwYIyMjevTowdChQ5VcTquXPFEIFENCQjhy5AgrVqygsLCQsWPH8sUXX7zCsxMRefUMGTKEzMxMDh8+TFpaGiYmJgwdOpTKykokEgkjRowgKSmJtm3bcu/ePXR1dXFzc+Odd95h4MCBPHz4kFatWpGamoq2tjYAffr0wdzcnEOHDrF9+3ZWrFhBmzZt0NPTIzw8nLt377J27VpkMhnz5s0D4P3333+Vl+EvoXAKVbyrqgur1dXV6datGw0aNMDPz08Q8CtE5+Hh4Zw9exY7Ozs2btxYrw5fxsbGGBsb11rm5+cHVIka63LpU4jjHRwccHBwAKoScdq2bcuJEyeU1q0+IT9mzBgApXOoy6Hxacd80wT51eMabzM3btxQGpvGx8cLfTRjY2OOHj2Kp6cnvr6+jB8/Hjc3N1q2bElSUhJWVlZK++ratStNmjQBqr4zO3fupKKiQvj+rFixgmPHjiGXy+nWrVuttigmkgElB2DF/efk5MT48eMxNDTE0tKynq+EyKugprhKRUWFoKAgPvroI+7fv4+FhYXS525ubixYsABra2skEgk//vgjCxcuxMPDgwcPHgjLRET+6WzatIk7d+4Iz9SWLVvWmXinoqKCiooKBgYGgnuOkZERGhoaQJXod9KkSbi5uWFgYMDXX38tJk28hYh/URERERGRF0YxcFbQoEEDAgICWL58OTKZTMkhobKykhYtWpCWloZcLic1NZXWrVujrq5OeXk5K1eupE+fPnz++ecv3J6PPvqI48ePc/78eWES423F2Nj4T+uOKjKmo6KimD17NoGBgfTv35/Dhw/TrFkzAM6ePSu4RnTu3LnWPhYtWsTevXuJjY0lLCzsqa4S1S1Pq/98/fp1nJ2dkUqlxMbGCsrx6hNN/xSmT5/OlStXAPjuu+/4+eefGTRoEP369eOnn35SWreyslJwHXF0dCQvLw+ZTMbIkSMZPnw45ubmFBYWsmHDBn7++WdsbGxIS0sTJk9MTU2ZPXs2xsbGHD58GKj6TlhaWmJmZiYsE3kx/Pz8GDJkCMHBwbRo0YIDBw5gbGxMSEgIx48fZ+zYsWzbtg0PDw8hK+39999n1apVREVFIZPJWLlyJQD37t3D29ubb775BqgKpkdGRnL79m2lMkQeHh5MmDCBY8eOMW7cOLZt2wbAjh07Xhtb8iNHjhAXFyc4ivxVKioqsLe3f6IVffVsMYXTV8eOHYWMrYsXLyKRSIiPjwfg/PnzdO7cmY4dO5KUlAT8v96zyNtNTcFWQkICHTt2FMoKfPnll/j5+XHnzh10dXU5efIk9vb2ZGZm0rdvX0pLS9m+fTtnz57ll19+QUVFhaKiIjZt2sTAgQP/cskkhbjVwcFBELfq6+sL4tbY2FgKCgq4fv06ERERtd7nbwOamprs2bMHc3NzzMzM0NXVJScnh5iYGDIzM/nss8+AKmcpS0tLDh48yIkTJygtLRVKvqWkpJCRkcGjR49ISUl5xWf01+natavQn66oqCAgIACZTMaPP/5Yp4OQYpuJEycik8mIjY1lyZIl4jNPBPi/u2lUVBRxcXEMGTIEmUyGjo4Od+7cISgoiAEDBmBnZ0fDhg1RUVFhzZo1eHh4cOTIEUaPHs26deuYPHkyo0ePZtKkSQwePBhDQ0MCAwPJzc3FyckJqLJqt7S0ZNiwYTx48ACZTCaUywgJCSEkJISUlBTMzMywsrJiyZIlz3weoqhf5HXl4sWLbNy4kfnz5zN37lz09fU5ffo0Z86cwcTEhAMHDpCfn8+FCxeEcqWhoaFoamoSEBCAsbExzZo1o2PHjri4uNClSxcuXLiAiooK8+fPZ/HixeTl5XH58mWOHDnCd999x7Rp03BxccHExISFCxeyefNm+vXr96ovxQvj7u6uJCBVCKsPHz6MioqKMJauC2dnZ4yNjTl27Fi9l92TyWR4enoilUqxsrISEsEGDBjAzJkz+fzzzzl8+HCtsX1OTg4jRozAysoKT0/Pem3T20b1uMZ//vMfpFKpkAQol8uxsbHB0tKSMWPGUF5eXuc7JDg4mIEDB9ZL3/xl0alTp1pjU0UfLSkpic6dO6Ours4333zD5s2bWbRoER07duSDDz4QXFMUJauqx9IcHBw4fPgwR48exdbWlvv37yOTyThx4gRff/210G+sLuyuqKigoKCAgoICysvLheWK/TZt2pTmzZuzdu1aXF1dX+6FEXkqCgfRZ2XevHlcunSJ3377TRB+TZo0ie7du1NWVsaNGzdYsGABycnJ2NnZsWrVKsLDw/H398fBwYG8vDzS0tJo0aIFH374IVFRUXz00UdMnDiR0aNH8+WXXxIVFUVkZCQdO3bE19f3mV2/RUTeRh4+fMjdu3dp0aIFWlpa9OrVq9Y6ffv2RVVVFRUVFd59912hxFz153J5eTmurq6EhoaSk5PDuXPnnun41ecDRF5//jkzYSIiIiIiz0VGRgZWVlZYWFjg6en5VEFA//792bZtG/Hx8ejo6NClSxeGDx+OgYEB77zzjlAyYt68eYwZM4aWLVtSWVnJgAED6NevH46OjqxZswYDAwM+++yz1zbzu3pA+VWjaMvy5csxNzfH2tqa27dvA1WdwYkTJ/Lxxx+zefNmpFIpzs7OLF68mI0bN5KYmEjfvn1ZtGgRn3/+OYcOHSIxMZHCwkLOnj0LQGFhIZ988glJSUlCICkrK4ucnJwntql6R7L6z3fu3MHJyQmZTIa5uTmVlZW1Jpr+KTg7OxMeHg5UuYCMHj2a48ePc/r0aTZs2KC0bl3CKgX79u3DwcFBcCVSiDWqc//+fRYtWsSBAwcICgqioqKiTlGIyF9HETwuLy9n3rx5WFpa8sMPP5CRkaG03r1797hy5QqDBw/G1tYdGwxnAAAgAElEQVSWzMxMKisrad26teDwANSq610X7dq1Izc3l/v375Ofn6+0/etORUUF06ZNY9CgQQwdOhSoKnX4wQcfCBbJUqmU+fPnM3HiREJCQggODq4VfN2wYYPgRpScnCxkdz148ICVK1eiqalJUlIS+vr6nDx5En19ff71r3+Rn5+PiYkJJSUl2NjY1GkxK/L2UVOwlZOTI2Sjm5qaoqqqSocOHSguLubWrVuUlJTg4ODArVu32L17N1lZWcjlcrS0tLCxsSE8PJxOnToxefJk9uzZw3/+858XaldiYiIHDhx4LnFramrqW+t+UllZKfwD2Lp1K6mpqTx69IiJEydSUVFBeno6UVFR2Nvb8+OPP3L79m3U1dWJjo5m165dDB8+nMmTJwsugG8yI0aMIDMzUxA49O/fH0tLSzZv3vzUbdLS0rC2tsba2ppDhw7h5OTEyZMnsbOzUxJ8ivyz8PT0ZPv27UyYMKFWn7561r1cLufYsWMMGzaMRo0aoa2tjZ2dHVlZWRgYGKCmpkZhYSFqampERUWxe/du0tPTsbCwQEVFhb59+xIeHs5PP/2EjY0Nffr0wdfXl+DgYHbt2sWqVatYsmSJIPYBOHPmDAMGDODmzZtA3ZOrvXr1ws3NjRUrVvyNV01E5NlRV1fH3t6egIAAbG1tlT5bvHixMK7+6KOPePjwITY2Npibm3P+/Hnmzp1LVFQUnp6eTJs2jaCgIIYOHSpkUNf1bK+LHj16EBcX99qI9v+MmokrigQFRZLKwoUL2blzJ3l5eWRlZXHixAnCwsJIS0tj+fLlrFu3juHDh/Po0SPkcrngKqIQbyiu2dixY+nduze7du3C1tYWCwsLioqKnqutFy9eRCqVEh0dzc6dO/Hz81NKsLC0tKw1tl+2bBleXl5ER0fTrFkz0aXzKSjiGmvWrCE9PR2ZTMa6detYunQpampq7N+/n5iYGLp16ybENDw8PIiOjsbLy0up3NNf6Zu/bEaNGsXvv/+OpaUlycnJtGzZUunZ4eHhwd69exk4cCCmpqaMGzcOHR0dHB0dsbS0xMrKimXLltXab6NGjdDS0kJHRwcNDQ20tLRo2rQp1tbWSuW3+/fvj5OTEydOnGDRokXY2toyZMgQvvrqqzrb+9FHH3Hz5k3ee++9l3ZNXiY147jPO3ktlUopKyt7GU17qZiZmREXF8fJkydp06YNDx8+JDs7m9atWwOwatUq1q5dy65duwQ3++DgYD7++GMOHjxYKynzVd5fn3zyyd92LBGRF2XChAloaWkBVTEaY2NjwbVOkSC2Zs0awZ1MIYA0NjYW3MONjY2V+of//e9/MTIy+pvPROTvQCxlJSIiIiJSJ61atapVfgiqBAH+/v6CIKBTp074+fmRlpbG1q1buXr1Kr/++iv37t3DycmJrKwsNm7cSGhoKKdOnWLnzp2MGjWKM2fOCOtFR0czdepUevToQVlZGcuXL3+l5z5nzhxWr17N119/jYWFxWur+s/KyuLcuXPExcURGxvL0qVLWb9+PVlZWZw5c4Y1a9Zw8OBBZDIZurq6BAYGCk4Wjx8/5sGDB/j5+bF69Wq2bNmCtra28He+d+8erq6upKSkEB4eTpMmTZDL5airqz93OyUSCatXrxZqFkNVYHHfvn1YWlrStGlTDh48WG/X5XXGxsaG5cuX8/HHH9OsWTMSEhJYvHgxcrmc33//XWndukpRwP9FG/r6+uTn56OpqVnnsXR0dIRBd35+vpIoBODu3btivdp6QjGgSkxMpKioiJiYGH788UehXrDiGrdq1QojIyPBoUMul6OiolLLNapmXW8FCocxBSNGjGDGjBkMHz78pZ3by2DPnj1KpewUwXJfX1+GDBkiuIEpatsrbOoVwVd3d3fhu/vTTz8JtdYVuLm5MWXKFIqKiujRowedOnViwIABjBw5klGjRmFiYgIg7Ffkn4GTkxMffvghdnZ2NG3aFHV1dUGgcObMGUpKSsjNzaVhw4a0bt2aESNGcOXKFSorK5k1axZnzpzh5s2bNG3alHPnzmFnZ8fvv//O3bt3OX78+Au3y9jYmPz8fCIjI4VldYlb3d3dGT9+PJWVlYL7iYODAxcuXGDAgAEvfmFeE4yNjWnVqhVDhgxh5cqVFBcXM3z4cD755BPy8/NJSUnB2NiYe/fu0bBhQ+Fd9uDBAzp37sy8efMYP348xsbGxMfHU1RUVGtS9E1EIpEIgsUnoXgGVs+iVTiIVWffvn312TSRNxAtLS0CAgLIyMhg/Pjx6OnpCZ9V74toa2uTlpaGrq4uqampPHjwgLt379K6dWvCw8OxtLRkwIABqKqqcuTIEZydndHS0uLWrVtoamoyb948fv/9d5YuXcrYsWN58OABwcHBrF27li1btjB37lwOHDiApqYmCQkJJCQkEBYWho6ODsuXL8fPz0+Y/MnLy2PKlClERERw584dTp48KQiIREReN6qXNoL/lxSCqsnwmokUMTExT9xXzf4t1P1sV0z6uLu7P9N+XzcUiStffvklhw8fFso9KZJUFCK+wMBAIelLIby9f/8+8+bNo6CggNDQUNTU1OjRowfR0dH4+voSFRWFoaEheXl5REZGsnXrVrZs2cJvv/1WSxz4LAwaNIiKigql8prVEyzi4+Nrje2vXLnCF198gYqKCoWFhfTv37+er+Dbx5UrV5DJZMJ3u02bNhQVFQll0rOzszE0NBTGj39W7ul1Q11dXXC+VaAo5arAxcWllrhu8uTJtUroxsbGKv2+detW4WeJRML+/ftrHX/16tVKv9dMjKz57FFRUWHcuHF1nInI64y5uTnz5s2joqKC8ePHs2fPHnR1dbl16xbwfzdZVVVVIcZ48+ZNIbZUs3RfamrqX7q/FGXH6yIkJISJEyc+0U197dq1L3RMEZG/CwsLC2JjY4VEMAWK95jiWX358mWOHj2q9F2v/sxV/FyzH1e9rGeLFi2wsbFh69atyOVydHR02L59u9L6//73v0lMTKSiooKwsDC0tbUZPnw4+/btIzQ0lOLiYkpKSujRoweOjo5ERERw48YN5s6dW09XROTPEIU5IiIiIiJ1cv/+fWbOnEl+fj5paWkYGho+URAgk8kIDw8nNzcXKysrHj16xODBg7lx4wZHjhzB3d2dkydPYmBgwJEjR7h16xYZGRno6+uzbds2wsPDSUxMpF27dty9exc3NzdUVFQwMjISLIL/TmrW3K1OUlISQ4cOpaSkhPDwcH744QeioqKQSCRCSZUpU6agra3NzZs32bNnz0tzskhLSxMy5vv168fixYuBqjrkDRs2xMXFhS1btmBtbU1xcTHNmzfn+vXr/PHHHwwcOJDWrVtjaWnJd999x9atWxk6dChNmjTh9u3bFBYWYmpqKmT2VVRUoK2tzc6dO+tsS/X65dWDgopJIkW9++r82UTT24iamhodOnRg5cqVODk5sWLFCoKDg9HX18fQ0FBpXUUpCkXHWC6XExcXV0u0UVOsoaDmek8ShYjUH127diUlJQV7e3vatWsn2JK2a9eOMWPG4O/vz2effYaNjQ0qKip0796ddevWPfP+e/TogZeXFy4uLmzbto0PP/yQzz77jPXr17+sU3op1FXKrkePHqirqysNUGs6gdQMvircdmpy5MgRpk6dKtwXpqamBAUFCe+wRo0a1fs5ibz+aGhosGvXLtTU1Jg5cyYfffQRq1atws7Ojrt37zJ69Gg6duzId999h5aWFklJScyaNQt1dXWSkpJo2rQp58+fp1mzZjg6OpKamoqenh7u7u74+voil8tfqF0ymYyNGzfy22+/cfv2baKjo5k8eTK5ubmEhISgqqrKgwcPiIiIIDk5mUuXLtG0aVMaNWqETCYjPj6e69evs2bNGpYtW4a9vT379+9nxYoVlJWVsWjRIuzt7ev5ar4cOnToIFj5K6z9y8vLhYxMY2Njxo8fX+tdVlpayqeffopEIqFfv37s2rWLkpISFi1a9CpPR0TkmaioqPjbyroGBQWxa9cuCgsLWbBgAZs2bcLZ2bmWa+OgQYMYN24c2dnZSKVS+vTpQ3JyMj4+PhQVFTF9+nSkUqnQp7lz5w4FBQW0b9+eO3fukJycTEZGBlKplIsXL9K2bVu0tLQoLS2ld+/eJCcn06JFCx4+fMiXX37JgwcPWLx4MbGxsaSkpDxx8qe6q4+IiMjbQc3EFcU9rkhS0dTU5NKlSzRv3pz27dujra1Neno67u7uNGnSBIlEgp6eHqWlpRQVFXHt2jWsra25e/cuhoaGGBoa0r17dyQSSS1Xwry8vOdqa0lJCatWrQKq+iQTJkxQen7XNbbv2rUrbm5uwrimrKys1sSdSBWKuEbXrl2xtbUVJvHlcjl79+7l3Xff5ZdffsHb21uIg3zzzTeUlpZibm7OwYMH+eCDDwSH4hftm4v8n507d/Ltt9+yZ88eZDIZkZGRSuLDupg2bRp//PGHUNb74cOHREdHCy4RfzeXLl1i3bp1rF+/npYtW+Lp6UlBQQHa2tp069ZNcPbbtGmTkMymp6eHkZER3t7eXLhwAQMDAzQ0NPD29ubEiRNoamoSHx//VKehV03r1q3JzMykbdu2mJub4+TkxMyZMwVhjsJNtl+/foKQULGse/fuXLx4UUm0pSin9qL315NEOVAlzHFzc6slVvjmm2+orKwkIyOD+Ph43N3da137hQsXcvz4cRo0aEBYWBjq6upMnTqVhw8f0q1bNwICAp6rnSIif8ZfGbspvuunT5/m008/pUmTJri5ufHzzz/TvHlzsrOz+fXXX+nYsSNjx44lOzsbDQ0NXF1dMTMzQ1NTE19fX5KSkti6dSvvvPMO5ubm9O3bV8lZZ+nSpTRu3JjQ0FC8vLwICwtj4cKFTJ8+ndzcXA4dOkR6ejre3t44OjqyY8eOZ0qST0xMJD4+XkimFHlxRGGOiIiIiEid/PLLL0oZ2oMGDVLK5q5LEGBqasrWrVuFWrajRo3i/v37BAYGsmTJEjZu3MiJEyeYMGEC27dvp3Pnzly9epVjx44xcOBA9u3bh6urK1paWvj6+io5RbwM5s2bx6RJk8jIyGDBggVcuHCBSZMmce7cOS5evCisd/LkST799FPkcjnFxcVcvnyZoUOH0qdPHyorK7l48SLnzp3D3Nycnj17cvr0af744w9OnDjBzp07+fe///1S2l/XBBb8X5ChoqKCiYkJISEhWFhYMHLkSHr16oWvr6+wDKosTH19fdm0aRO//fYbc+fOZcaMGaioqNSZ2Sfy13B2dmbs2LFkZmby+PFjRo4cibGxsWB5qWDEiBH861//wtraGqhycmrevHmt/VUXazytIy2RSP6SKEREmQ4dOihlwUJVDfaaWWtQ9TxV8N577wmZoAqqb1Pd8UDh6FJ9Wc3MCTs7O1q1avW8zX+lKErZDRs2TChlV5dIrOZgt2bwdejQoXVut3TpUtLT0ykpKcHc3FxYLgrRRBwdHSksLKRLly4MGjSIQYMGAXDhwgUmTpzIvXv3MDU1Zc6cOURGRtK2bVuMjY2FbFNTU1NMTU3x9/cHYPPmzWzevJnjx49jbW3Nl19++ULtMjAwAGDDhg3Ex8cTHh5OQkKCIPpROEQ9evSIxo0bExkZSXR0NP7+/rz77rv8+uuvyOVyZs+eja2trVC2sKKigqFDh74xwhw9PT06d+6MmZkZDRo0YMuWLZw9e5aFCxcil8sZPHhwne+yf//730ydOpWysjK6du1KaGioeL+/BNLS0khNTRX6Jc+LwpHyVU3MvE5Un2y4du0aenp6QkZj+/btiYiIYNmyZTRq1AhfX1/69+/PlClTyM7ORkdHh9DQ0BdysZwzZw5z5swRfq+ejV+9L6Knp0dwcDAhISFUVlaSkJDA7du38fDwYM6cOaxYsYLIyEgcHBxwcHDgxIkTws95eXl8//33zJo1i8TERDIzM3n33Xfp2bMn9+7dY9u2bZiamqKhoUFiYiKbNm3i0qVL+Pn5kZSUROfOnZ84+fN3CZheBlKplMjISMGq/nlQvAs6dOhQ/w17A1A48Hp7e7/qpjyV6okqIs+Ol5cXmpqazJo1i3PnztGtWzdWrFhBy5YtKSwspGHDhhw5cgRjY2PatGmDrq4uvXv3xs/PDx8fH9zd3ZHJZIwePZojR44wc+ZMfH19BfEGPLnk9vPGmxISErCwsBD6JDUZNWpUrbH9woUL8fDw4MGDB0gkEn788ccXuUz1TkREBJaWlmhraxMSEoKRkdErL4+qiGukpqbSs2dPpFIpKioquLq64uDggL+/P+fPn0dTUxNDQ0P27t3LDz/8wKNHj3Bzc1Mq96SqqvqX+uYiVYwZM4YxY8Y81zZXr14Vyu82a9ZMqYzWk3iZIuUzZ87QqVMn4uPjWbZsGREREZSUlPDBBx+Qk5NDYmIiEyZM4MKFC/z8889s2rSJq1evEhoairOzM926deO7775j9uzZbN68mS5duiCVSlm7di0mJiavrTAHqtymmjZtiouLC1euXCE7O5ukpCTGjh3LtWvXOHPmDG3btqWgoABXV1fU1NSQy+Vs3ryZ1NRUPv30U6DKfefUqVNCgkhRUREdO3Zk+PDhbNu2jeLiYkxMTDA1NcXd3R0fHx9CQ0ORyWTIZDJ8fX0FRxGpVIqpqSmRkZHMmDEDIyMjEhMTsbGxYdq0aUyYMEFof2lpKYcPHxZi10Ctax8XF8eJEyeQSCRUVlby+eef4+XlhampKQsWLODUqVOC+7iIyItSfew2duxY1q1bh6qqKgEBAfTq1YuysjI8PDxISEjA19eXYcOGERkZKZTR8/Pzo3nz5sJ3vUWLFixfvhypVMrNmzdZuXIlR48eJT4+nuXLlxMYGEhISAiNGzcmODiYffv2MXr0aDZt2oSvry/l5eUsW7aMEydOoKqqire3N6dOnRJKAq9YsYJjx45x//59Ycw4ePBgZs2axeLFi5FIJLRr147c3Fzu379Pfn4+77zzzlOvQUVFBcbGxrXctEReDFGYIyIiIiJSJ9bW1kycOFGp/FBNFAPn06dP061bNxISErC0tCQjI4O2bdvSv39/WrRowZAhQ1BVVcXMzAyJRELjxo3Jy8sjIyOD7Oxs3Nzc0NfX59SpU3zxxResX79eyR74ZaGouZuZmVlnzV0FBw8eFAQPBw4c4Ny5c0J21uPHj+nduzetW7fm0aNHrFu3Djc3N3bv3k2vXr1ISUl5ahv+yiRHXRNYfxUbGxsmTZqkVINZpH5xcHCgsLAQqHJXmjJlitLnf1aK4s/syhVikeoTLAo7TMWkicibzx9//MG0adNYsmTJq27Kc1OzlN2zUjP4CspuRAqGDRuGpaWl8A4SeTppaWlC8Oxt58iRI3UuVzg4VKem7TDAqVOnlNapy1L+RVG43SlcCQcNGkRMTIxSf0gRYJHL5XTr1g14e8oWVp/Q9PLyEpYbGBjUEjzW9S47ceLES2/jP520tDSioqL+tM/6pMmVpzlS/hNRTDZUF9wFBQXx9ddf4+/vT0xMDI0aNaKiooJ169YxYsQIXF1dWb9+PeHh4bi6ur6UdtXlglnXc666AKFnz5707t2bq1evKk2mTpo0CVtbW3x8fJBIJIKgx8/Pj5CQEMrKyvDy8hIm1nfs2CGUtHqbJlc/+eSTv+U4f6f70t+Jnp7eay/KEXlxzMzMKC4uJigoCKlUSklJCXl5eezevZsvvviCc+fOYWFhQadOnZBIJKirqz/RqcHExKSWeKO+eJLwqnofpa6xvY6ODrt371ZaVn28/6qIiIigR48eaGtrK8UVXiWamppKcY2a931CQkKtbZ6l3JNI/VHdQXz27NkkJCQI73SAlJQULl68yLBhw2jRogXR0dFMmzaN77//vpbAOCwsjEOHDlFYWIi/v/9Lm+wdOXIkly5dYsKECQwfPpxLly6hra2Nr68vnp6evPPOO6ipqVFaWopUKiU+Pp7jx4/j7+9PXl4eDRs2pHfv3nTq1Elwm3lTnHi3bNmCj4+PkgBg9+7dhIeHExoaSl5eHoMGDcLOzo4TJ05w9epV1q5dyyeffIKjoyPR0dEUFBSwZs0aRowYwYgRIxg6dCjvvPMOP/74I/369cPR0ZH169fTrVu3ZxbAVC9jHhMTg7GxcZ3i5T59+tTatua1nz9/PpMmTaJly5b4+/uL5QNFXhqlpaUcOHAAU1NT4uLiSE9PZ/bs2ezfv5+cnBx8fHxo2bIltra2DBs2DF9fX3777TcA7O3tOXnyJB06dEBTU5Pi4mJcXV3p3LkzJSUl5Ofnk52dzfz584UEbFVVVWJjY0lLS6NJkyY8fvyYtLQ0/Pz8aNWqFU5OTsTFxZGdnc2sWbMEQbOdnR2nT58mPT2d4cOHc+7cOWxsbHB2dqZt27Z4enoSFBRESEgIZmZmdOvWjbZt2xISEsJPP/1Ev379iI2NZcqUKXh4eODu7k7Tpk25du0aCxcuJDIyks8++4zRo0crVbt4U12bXxWiMEdEREREpE6eNklVUxAgk8lYvnw5ZmZmhISE8OOPP5Keng5A586dOXHihDDx16FDB7y9vYmMjMTZ2Zljx44RHh5OXl4eU6ZMQUtLSyhZ0L59e8rLy58pUHD48GHKy8txdHQUllVX59fFn9XcVeDp6Ymfnx8pKSkUFBTQt29fNDU1mTRpEtevX6dRo0Z4e3vj5eWFRCKhSZMm5OfnA3+ehfWskxw1KSkpoVGjRnh5eSlNYMH/g0MdOnQQBsjPugyqBjq9evV6rvaIiIj8vbz33nt1uvO8CUgkkieWslOIyKrXWa7+DqgZfK3uRqS4HosWLapVwqb6M676vkX+z/MKdN6UDPY3hZoZ3DVLODk4OCCTyThx4gRHjx4lLCyszu3EsoUiL4sNGzYQFxfH0qVL8fLyUpqIkUqlTJ48mZYtW+Lg4MBPP/2klA07depUwTHEz8+PO3fukJaWRocOHQgODubGjRuMGzcOPT09CgsL2bhx41vvDqKYbKgpuMvJycHAwECYcJBIJFy5coX4+HiCgoKEQO7rxJ9NpireK3WJftLS0mjbtm2td09dk6uva7+noqICDw8Prl+/TuPGjbG0tOTw4cMUFxcTGBjI999/L5x3Tk5OrRILvr6+te6Jmzdv4urqKtwTUGUf/+9//5uSkhJGjBjBwoULCQkJ+VsmNl8WpaWlfPjhh5SUlKClpYWdnR0pKSm1ni8+Pj4sWbKEiRMnAnD58mV27tzJwIEDX2HrReoDc3NzIiIicHFxwd7eXihbEhoaSlJSEg0bNsTMzIzo6GikUim//fYbDRo0AOp+ttQl3njaM+hNQ+Hm3KRJE1xcXNi+fTtyuRwdHR22b9/Of//73zpLq/v4+BAdHY2GhgYhISEcPnyYK1eu4OzsTFFRERYWFkilUiZMmEB6ejr6+vr8/PPPxMbG8u2331JRUUFubi5Hjhzh4sWLSiU4aoqRRN5eiouLOXr0KNu2bePatWu1Pvfz80Mmk7F//37S0tIACA4O5vvvv68lMAZo0aIF27Zte6ltbtasGa1bt2b58uU4Ojqio6PD48ePkUqlZGVlMXbsWJKTk2nQoAFXr15l9uzZbNu2jbi4OBo1akRBQQFlZWWkpqbSsGFD4M1y4lXEszdu3Mgnn3wilPZTUVHhm2++Ye3atUCVm0ZZWRlXr14lOjqaoqIixo8fD1Q57wCcPn0adXV1GjRogIuLC9euXePhw4fY2toil8trJYM8KR5eVxnzuqjr85rX3traGkdHR5YsWcL+/fvrLB8oIlIf9OnTRxinqaur06FDBx48eABAy5Ytad++PYDgDquioiK43ld3jK2srCQiIoJvv/2WGzdukJGRQUpKCrdv32bp0qVs2bKFW7du0ahRI9auXcusWbMYNWoUx48fJz09HUdHR0aMGMF//vMfCgsLsbKyolu3bqipqQmCx+7du2NmZsa7775L586dCQkJwdXVle7duzN79myOHDnC0qVL8fT0xMfHh+TkZHR1dfnpp58YNWoUy5cvZ+DAgUJfydzcnB9++EGIpSYkJCCVSgV354qKijfWtflVIQpzRERERETqhffff5/Tp09jb29Pu3bt0NfX/9NtFNmQ/fr14/r16zg7OyuVLOjevfszH/9FXvh/VnNXgZaWFgEBAYSHh+Pp6cmaNWu4desWly5dYsaMGcTExBAXF0ezZs0oKCggOztbGIAobAafhGKS49SpU7z//vskJibSvHlzwsLCBLFS9aBKWFgYbdq0YcOGDYwZM4bVq1czd+7c5z73usjNzWXMmDF8/PHH9bI/EREREZHXk+pBfYX7EFSVRRw0aJBQUiUzM5Pw8HBWrlzJvXv38PDwYNeuXYCYwf6yqVnCSUtLi6ZNm2JtbU3Pnj2fuJ1YtlDkZeHh4UGnTp0YPHiwUnlbBXfv3iUyMhJVVVV++uknpWzYmnXo33//fYKDg7G1tSU/P59Vq1axdu1aPvjggzdOWPCiSCQS7t+/X0twp6Ojw+3btykuLqZhw4ZUVFTQtWtXbGxshHIST3KLEKlfSkpK+PDDDyktLaVFixbY29uTkJCgNF7Lyclh2LBhPH78mI8//hgPDw9Gjx6NqqoqXbt2ZdWqVdy6dQs1NTWmTJkilEseMWIEJSUlghNbzXti5cqVrF69GhMTEyFhomvXrshkMlRUVLCyshJKTPwdE5svi4iICPr374+3tzceHh5PXbd9+/bIZDIuXLjAf/7zH6VypSJvLk+KyQQEBHDhwgVu3LjB9OnThfXfRleo50Hh5iyVSqmsrGTixIk0atQIHx8foqKiMDQ0JC8vj8jISH799Vd27tyJpaUlqampxMXFCXEqe3t7fHx86NKlixCv2r17N927d+fXX3/Fz8+PnTt3oqurC8C+ffvw9/fn2LFjnDt3TqkNIv8cevfuDVQlDQQGBijH40QAACAASURBVArP4T9z56xLYKypqfm3lE/bt28f58+f57333qNt27YMHDiQmJgYNDQ00NbWZs+ePZSWlmJsbIyrqyvXr19HV1cXQ0ND5s6di5WVFYMGDWLWrFls3rz5pbe3vlHEszMyMpg6dSotW7YEqpyHJ0+ezKhRowTxFFT1MS9fvlxrWXZ2Nt7e3vzyyy/o6upy584doqOjsbKyYsOGDfj7+yOXy9HU1CQrKwugVrKvgprfFXV1dcrLy1+o3KeTkxOPHj0CYMeOHVhbW9cqH9ixY8fn3q+ISE0kEgk6OjqkpaUhl8tJT09HU1MTqJpPuXPnDtra2pSXlwNVwv2CggIAYZmamhrdu3cnKCiILVu28PjxY2bNmsWVK1eYNWsWaWlpGBoakpmZiaamJvPnz0ddXR01NTWio6MZO3YsBw8e5OzZs7i6unLw4EHOnTvHqVOnqKioYMKECUgkEsE1ysDAgMjISNq1a8e//vUvvvzyS0FUqRDc6evrC+96qHrOq6qqYmBgwN27dwFqPatrujvb2dm9ka7NrxJRmCMiIiIi8pdRZLhVz2JMTExk48aNSq4sdWUq1cyGLC0tpWXLlsI+5XI5NjY2SllAy5Yto0+fPgwdOpS9e/dy9epVdHR0KCsrY9q0aUyZMoXbt29jYGBAu3btntr2Nm3aYGRkRIcOHcjJycHMzIxff/1VaZ2goCB27dpFYWEh33//PS4uLsyaNQsnJyeaNWtGQEAAhw8fJj8/n+bNmwsdGqlUKiimn4RikmPkyJEEBgYSExNDaGgogYGBuLi41AqqjBs3Dm9vb2JjYxk/frxQYqs+0NbWJjo6ut72JyIiIiLyeqII6jdo0ABPT0+ysrKwtrbG2NiYrVu3MmrUKCwsLDAwMKC8vJzTp0+zaNEi3N3dBYHON998IzjsmJqa0rdvX2JjY1m2bBn29vZCXexBgwZx5swZ0anoCdQsjVCXs52C/fv319peLFso8ndTMxNW8XuvXr2UsgGflg2rsKF/5513ePDgATdv3qRnz56oqqoKn/0TqEtwJ5FI8PLyYtCgQTRp0oSvvvoKDw8Ppk+fTkBAAJWVlSxduhQTE5NX3Pr6ofoY8XUjIiICMzMzvvjiC2bOnElOTg5FRUVK47WWLVtiZGSEvr4+Ojo6gminoKCAW7du1fr+Z2Zmoqury7p169DX1xdKLNS8J1JTU+nduzdqamrCd+PmzZvMnTuXR48ecfXq1ScGy5+VyspKhg0bxsOHD4mOjla6f2uyadMmwRXDwsKi3tyLFOcJ0LBhQ44ePSpMoNUV0M/NzeXzzz9nx44d/3iBxttEXTGZ8+fPY2lpiaWlZb0e68++9zKZTHB3e14SExOJj4+vJUYF5Xvor1Dd/WL69OkEBgaSnp5OdnY2hoaGGBoaCo4Y+vr6pKSkcO3aNczMzICnO33cuHFDcHPr168f8fHx6OrqCs8nRbnVmg4cYqmYfw6KEitJSUnY2tqSkpICVAkwnpY4UJfAOCws7G95jv/www/88MMPdX723//+90+3VzhiAEyaNEnpszdhfFs9nu3i4lJLLNOrVy/09PSEMqSurq54eHjUWpadnc1///tfzM3NuXfvHp06dWLatGmEhISwY8cO9PT0cHFxoUWLFrRv357BgwfTpUsX9PT0/rSNjo6OODk5MW3aNOE7Un2MrOhz1OWCXFep6prlA0VE6gtVVVVmz57NwIEDkUgkQgJUq1at8PX1JTExUXDvXrRoEba2tlRWVgpOyAMGDCA8PJwVK1bg5eVFWVkZgwcPJiwsDBcXF3R1dXF3d2f8+PGCKDkyMlJIdikqKsLFxYXMzEx69OiBnp6ekKx99OhRjh8/LrS1srJSEL1B1XPY1tZWENwlJyczZcoU3nvvPaVzTEpKon///ty6dUsomV7zWV3T3Xn8+PGia/NzIo5iRERERET+Eunp6Xz99dcMGzZMabmxsbFSQKKiokLp/yehyJo7fPgwzZo1Q01Njf379xMTE0O3bt2Iioriww8/ZOfOnQDs2rULZ2dnYfuzZ8+iqqpKZGQknTt3BqqCIArmzJkjdEqgquauItswPT0dIyMjfH19cXZ25sKFC/j6+qKjo4O6ujpt2rTBwsICKysrkpKSMDIy4uDBg/zyyy/s27ePzMxMNmzYwMWLF5HJZOTk5PDw4UMmTpxIr169SExMBKqsXAcOHMjAgQO5du0aKSkpBAQE0KNHDzQ0NOjSpQsHDhxg//79SkGV/Px82rVrR25uLvfv3yc/P5+2bds+99/sbWH69OlcuXIFgE8++YS+ffvSqlUrmjZtyowZM7CxscHQ0BBXV1e0tLTQ1dXF09MTqMqaUZQxs7e3f6YB+V8lPz9fcJpQtPl1RFFeLS0tTclJQ0TkbUMmk+Hj4/OX13kT8fT0ZPv27Xz88cd8/PHHDB48GCsrKy5fvszAgQO5c+cONjY2fPXVV6iqqlJWVkZCQgIjRoxg586dSu9dgPv377No0SIOHDhAUFAQZWVlhISEEBcXx+jRo1/RWYqIiNQnisCepqYmmZmZgHImbM2A3dOCcTXFPR07diQ5OZny8nJ+//33em7564dUKsXPzw+JRML+/fuJiopizZo1woTDqFGjOHPmDFFRUQwaNIhGjRoRGhrKsWPHiIqKemtEOa87CsEYVI1ty8vLlSatU1JSGDt2LMXFxezYsYNLly4xcOBAzp07h76+PsOGDavlJqGnp8eMGTPw8PAgICCAkSNHAnXfE0lJSZSXlwv32fr161mwYAHHjx+nS5cuwr5fdGIzMzOTZs2aERMT81RRTkVFhdJ4uj5RnCdUJeh88MEHdT5fFO2YOnUqq1evRltb+6W0R+TVUFdM5scffyQ2NpYlS5Yolbp9EUeF6jzr9/5FqBkDq0593UMK94vly5djZ2fHu+++y/HjxxkzZozwTKj5POnatSunT59WWlZ9sk5Bp06diI+PB6pcNBXxtJr7q96Gr776ql7OS+TNQF1dHXt7ewICAvDw8CAjIwMHBwdycnKeup2Hhwe7d+/GxsYGa2vrOkvOibwc5syZQ0xMDAkJCSxYsEApYVbhluXt7Y1MJiM6Olpwr6u5TOG0kZKSQn5+PgkJCSxbtoysrCzy8vJYv369cMxNmzYRGRlJYGCgcAyFuKb6c1zxbJ8zZw6HDh0SRDkiIq8birEbVAn0Tp8+zcmTJwVx+enTpwkODub8+fOMGDECADs7O06fPs2ZM2ews7MDwNnZGVdX1zq/6xKJhNWrV+Pk5ERRUVGtz9etW4eqqirXrl1DR0eHCRMmkJaWhrW1NdbW1jx+/LjWNj169CAuLg4XFxclEZ6VlRWnTp1ix44dSm45UOU8ZWZmxsSJE4XSoTU5e/YsFhYWmJiYMHjwYCXXZisrK+bMmfMcV/efieiYIyIiIvKWk5+fT1RU1AtNjD0t40dBq1at0NbWZsGCBbRo0QIbGxu2bt1KTk4OpaWlaGho0LFjRy5evEifPn3o3bs3ycnJbN26lbKyMmxtbYmKihL2Vz1rrm/fvhQVFTF16lSlLKAhQ4Zw48YNHj9+THp6Oh07dhRUwTW3P3nypFJ20po1a57p3CsrK9mzZw9Llizh7NmzHDt2DA8PD9LT0zl69Chqamq4ublx/fp1wfXGz8+PtLQ0bt++LQx2srKyOHPmDPHx8WzZsoW2bduyd+9eYmJiyMvLY+TIkfTr14/Lly+TlZWFVColPDyc4uJi+vbtWyuAAlXW5zNmzGD48OFKbVYE8+urXnpaWhqpqalYW1vXy/7qG2dnZ8LDw/nyyy85d+4cenp6xMfH8/XXX7N+/XoyMjLo27cvenp65OTk4ODgwL1797h+/TrDhw9nx44deHh4MHz48D91VqoPFMIcxb2oUKm/biiEOZ06dXrVTREREXlJKALqCQkJODk5oaqqSkpKCtnZ2Vy8eJEJEyZw8OBBrly5gr6+Pt9++y1t2rQhMTGRffv2sW3bNqUArI6OjpBNk5+fz71792jfvj2qqqr/mLI0IiJvOz169MDLy4uUlBQKCwtxcHAQ7PD/Kp9//jnjx4+ndevWaGlpoa6uXi/7FXl9mDNnDqtXr65zIrw+HVj+KvPmzWPSpElkZGQQFBTEjBkz2LZtG1lZWVy5coXi4mK6du1KVlYWx44dw9fXl+bNm9OxY0eCgoJITEykQYMGpKSkEBERgba2NoWFhUIGebt27QgLC+PKlSsEBARgaGiIiooKFhYWVFRUcPLkSVxcXGjYsCFz5syhQYMGpKen4+zsjKWlJbNnz6Z79+5PDJQ/D/Pnzyc6OprJkyeTk5NDQUEBxsbGfPfdd4SEhHDo0CEKCwsZNGgQycnJSKVSvv/+e8rLy5k9e7aSS15ERATLli2jUaNG+Pr6CtmzNff522+/8eDBA1RVVRk6dChhYWHcvn0bmUxGfn4+xcXFpKWl0bJlS5o2bcquXbsEN9thw4YRGRnJ6dOn0dDQICIiQuxjiPwpGRkZjB8/HrlcTs+ePSkoKCA6Oppp06axfPlynJ2dadSoEerq6oI4KDk5meHDh5Obm8uRI0coKChQ2kdAQAAymYxvv/2WiooKYb3z588TGRnJZ599xujRo1FRUcHIyIj/sXeecVFcbR++aKIIIioINrBgRcHHirQFREEsqNhL0ChGY40txobGhi0xxV7wiajEEgS7lAUBGyiIvYEIggqICEpd3g/8dt5dwBpb8sz1aZk9c+bMsDs75z73/f937dpV+A7NnTuX6Ohojh8/Tl5eHhs3bqRt27ZIJBIsLS0JCgrim2++eWUMTlH9YuPGjaxbt47o6Gh0dXUxNTWtcB8LCwuMjY2xsrJCU1OTgwcP0r17dyZMmMCAAQOEdn379mX48OHY2tpiZGTE7NmziYyMfO0YZs+e/QH+Sx+PLz2m9U+irMonwLFjx8q1q0g1XZ5grIiYZCwiIvK/huJ9VHHtRm51O3PmzAr3AWjatCmnT59Weq/suoI8KUix7/DwcOH13Llzy9nRl703r1y5UikJWlGpqiIlKzmiavO7ISbmiIiIiPzLKZsM8DpkMplQcSeTybCwsHhjsKusxLdc4ebcuXPMmzePy5cvs2fPHgYMGICfnx9qamr06tWL58+fExUVJfhPypFXzfXo0YNLly5hampKpUqV0NPTIzU1laVLl6Kurs79+/dp1aoVAwcOxN7enpSUFOrWrcuKFSvw9fXl+PHj3L59G3Nzc6UgyNKlSwVp4uTkZBITEzExMWHr1q1K41CUE9fX1xde3759m2XLlpGVlUViYiIPHz587fVp0qQJlStXFhRv7t27R1xcHPb29kBpsk1MTAy3b9/G2NiY3Nxc7t69i7GxseD3WZYBAwbw3XffKVUkfAzkCRpfahDD0dERb29vxo0bR5UqVahRowZdu3YlOTlZkJvV0dFBU1MTd3d3Ll++jLq6Og8fPsTU1JRx48bh4uIiSE9+DKKiopg2bRpVq1blxo0bFBcXI5FI2LdvH3379iUiIqLCIFxAQACLFi2iXbt2XLt27ZMuVmzevJnIyEjOnDlDSUkJ7u7uJCQkcOjQIWrXro2zs7OStdzGjRsxNjamadOmdO7cmYyMDBYuXEjPnj1FWWuRL56ygfexY8cKvyd//PGH0M7Pz4/09HS+/fZbwarxS02uexvkAfXs7Gy+/fZbzp07x5o1a1BXV8fGxoaEhARcXFwYNmwYvr6+XL16lfHjx/PTTz+hq6tL1apVlRJzylbS1qpViwcPHiCTyYQgg4iIyD8bXV1dpcBeWRSDeorS/opKB4BQOQv/H+grKiri7NmzFBcXY2VlVa5yT+SfjUwme+viiM9Nly5diIyMJDU1lWbNmhEWFsb58+cBWL58OefPn6dfv35YW1tTp04d9PT0uHDhAsnJyUgkErKysjA0NERVVZXGjRszZ84cNmzYQPXq1Xn58iVpaWnk5+czbtw4fvzxR6HYw9jYmEOHDuHu7s6yZcuEeXn37t25f/8+Ojo6ODk5cfHiRaWkHMXA+6uKNBITEwXrSUXklb8tW7bE0NCQESNGMGbMGM6dOwdA9erV8fPzAyAgIED4DstV8goLC5k4cSLdunVj6dKlhIeHU6VKFWQyGWvWrGHQoEHl+tTX12f37t14enqSl5dHREQE3bp1Y8+ePcyaNYvi4mJ8fHzo27cvMTEx7Nmzh/PnzzNp0iR27NhBQUEB3t7evHz5UkzKEXkratWqpVRYJVd42bp1qxBLGDx4MC4uLkr7BQYGsnTpUoKDg3FxcSlXnFVRO11dXQAuXrwoqFHILdlat24tfIesrKyERNeFCxfi6+sLwMCBAwW7ilcl5kydOlWpEr2stQ5QoYX80qVLldq4u7uXU8AEhO+8nFctIv5TquG/9JiWiMi/hYoSt0REREREKka0shIRERH5FxIVFUWnTp1wcHCgS5cunDp1ColEwpMnTxg4cCB2dnZ069aN7OxsoNRTdvjw4axcuRIPDw8mTpyIs7OzkoWHubl5OUumefPm8f333xMZGYmHhwcWFhaCws2UKVO4fv06tWvXRktLC3Nzc6FCsl+/fhw6dAg/Pz8GDx6sNHY3NzeioqLo3r07WVlZvHz5ksjISM6ePUuHDh1o06YN58+f5/DhwyQmJtK+fXtOnTrFDz/8wMuXL6lRowaFhYVERkZiaWlJ8+bNhSCIk5OT0rFatWpFUFAQSUlJZGVlKb2nuMio+Do5ORk3NzekUilWVlblZIDLSgJXJEveoUMHpFKpIAsaHh5Oz5490dbW5vLly7Rq1QpDQ0OlChNFmVEolUSsVasWBQUF9OnTB2dnZ06cOEFhYSGOjo7Y2trSv39/iouLBWlDd3d32rVrJyQkld3m7e3NkSNHgNKEq++++44//vgDR0dHJk+ejK2tLT179uTZs2fC/gMHDqRt27YcPHiQDh06UL9+fXJzcyt8v1u3blhbW5Obm4u3tzfLly/Hy8sLf39/1qxZA5QGTt5W8UddXR0TExNWrVqFtbW1IB05Y8YMqlSpIrRLT0/Hzc0NZ2dn2rVrR0lJCTKZjB9//JGFCxeyYsWKtzre+3D06FG8vb0JCQkhMjISJycnpFKpkOwlZ+DAgURERLBz504AvL29CQ8PZ+HChTx69Oi9jv2+Nj2enp6MGDGCbdu28fTpU/7880++++47Dhw4UKG1nHwBIyoqig4dOnDt2jViY2MF5SoRkS+dwMBAevTowYEDB2jZsiXh4eG0atVKsEyE0soT+f3Rz8+PIUOGfK7hfhDkktYeHh4cOXKExMRE7O3tsbe3JywsDAsLC5KSkoRzrlmzJmPGjCEpKYmBAwe+sX91dXW++uorunTpwu7du0X1CxERkddy7949bG1t6dixIyNHjvzbViUinx6pVEqvXr1wcXERbCrs7e1xd3fHx8cHiURCUVERaWlpuLi4IJFImDNnjlIfkydPZu/evZ/pDEqxsrIiKiqKu3fvMmLECAYNGoSrqysaGhqYmZmxZcsWzM3NOXr0KOrq6syePZvTp0/j5eXF5cuXGTduHBcuXODcuXO0b9+etm3bEhERQevWrcnJyaFLly789NNPTJ48GXd3dyQSCRERETx8+JBbt27RpUsX4P/tqeLi4ujduzf29vakpaW90S7kfbh79245iy4oVZ+tCLlKnrzw5MmTJxgbGwvzL1VV1Vf2qVj8ovj66dOnSscoa+dc1lZMRORtycjIKPddk/Oqz5X8syn//L2qj7Lt5NjZ2XHv3j3MzMzKJcQBtGnTBltbW8aMGaM0Hrm1+fva0/2befjwIfb29lhbWzNhwgSkUil9+vShV69eWFlZkZOTU64NlBYdyWNawFvFtcrGrRRjZPK4lYiIiIiIyJeAVCpVWi/6u32J8/BPg/ikJyIiIvIv5HXJAD4+PoSFhTFw4EChGiY5OZlNmzbx/fffA6UByZMnTyr1mZaWxubNm1m/fj07d+4kNTVV8JTV0dEBSqX38vPzadq0KevWraN58+ZCYopicKF///74+fnx8OHDcnY5mpqaBAYGcuLECfbu3cu8efPYsmULX3/9Nb6+vvTs2RMzMzNatmzJggULyM/PFwK+aWlpPHz4kO+//55x48axffv21z6cKAYD5Qorb6Iiz09Fz05DQ0MyMzNxd3cnMzOz3P76+vq4urpia2uLvb29kBTSpUsXqlatioqKCtra2nTu3LnC49+4cYNevXoxZcoUoDQ40LFjR44fP46Ojk6FiRNAuQSLirYNHTpU+Ezs27ePOXPmMGLECFasWEFubi7h4eEMHjyYjRs3Cvvv3buXmTNnsnPnTlatWkWTJk04ceJEhe+fPHmSHj16cOLECYYOHUpoaKhwrEGDBr3V9S+Lu7s7GzZswNLSkmbNmtGnTx927NiBlpZWuf9ZSEiI4Ln6yy+/0LdvX6ZPn058fDxXr159r+O/iQkTJvDnn38yYsQIpUB6WY/5skE4NTU1qlatSt26dalVq9ZHGdvbUDYoLk+8s7OzY//+/Tx8+JA2bdoQHx/P+fPn+e677zh9+jQymUxciBf5R6AYUE9MTKxwEQlK5bcNDAxISkri3LlzWFpafpbxfmgq8pxXVVXl8OHDhISE8PPPP/PkyRMcHR2pVKkSNWvWFCqKFZNHFVW95NXAY8aM4ezZswwePFi0xhMREXktTZs2JTw8nJiYGGExTeSfR15eHseOHWPcuHGcPHmSx48f4+fnJ1gKQ6nqzLRp05BKpUoKDlOmTMHS0rJc0canQCaTCa8NDAxITU1FQ0MDKysrJk2aREREBMXFxbRq1Yrs7GylIgzFOe68efPw9/dXsiKOi4sD4MqVK2hrawvbd+/eXa7Yo1mzZsK+8jG1bduWI0eOIJVKuXTpEnXr1lUae9kiDYDFixcjkUhwcHAgMTFRqf2UKVOws7PDxsaGlJQU0tPTuX79OjExMaSnp7NixQoaN25c7txeVbRSUlKCvr4+SUlJ5OXlCWNv1KgRMTExAERHRwt9vq4fa2trrKysKnyvYcOGxMfHA4hKfCLvRNnvWkJCgvDeqz5XZT9/FX1fFdulp6cLMRKA4uJizMzMaNWqlZDIodjngwcPkEqlbNmyReirbBsRZeTKRxEREWRnZwuqRfICi+Dg4ArbyIuOgoODuXDhwlvFtcrGrRRjZO8bt/qnUlJSgqurKw0aNGDTpk2fezj/M/j4+CjZx7wOa2vr1277UP9DDw+Pcs8UIiIiIiLvh5j+JCIiIvIvZMKECSxZsoRt27YxadIkYXtxcTEzZ84kPj6e7Oxs+vbtC0CzZs2oWrWq0K6i6riylkz379/HzMwMNzc3Nm3axM2bN+ncuTMdO3bE19eXEydO8Pz58wrHV61aNSpXrlzOxup1vEnBxsPDg2HDhgmBjVcFEl/Vp2JA5FVyvfIkn4o8PxWl/eVBUVD2V5ZPrEaNGsWoUaOU9lfcJpcyrojmzZsrLYDeu3dPUCZp166dkDiRkpLCo0ePMDU1xdTUVCnBQr7YXHZbRkYGsbGxjB07lqysLEHVpWzFY1hYmNL+ihWPT58+ZeHChWhra6Ojo8OCBQvo2rUrMpkMHx8f6tSpw9q1a6lcuTK3bt3CwsKCrKwsNm/eTGhoqHAu586dY//+/axatYr09HQ8PT05ePBguevRo0cPcnJyhNdlUbRSUERRYnX//v2vvN5/Fz09PdavXy942xsaGgLlE3PKfkZlMhkvXrwgMzOT9PT09z5+fHw8tWvXJi8vj6SkJL755psKbXoAwbouPDyctm3b4uzszOPHj0lOTgYgJiaGDh06kJubi7+/P7t27WL58uX4+Phw//59qlWrhkQiYcGCBaJUtMg/BsXvXpUqVYiJicHV1ZXo6GiaNGmi1Hbo0KFMnz6djh07/k8FzuVVoq6urkKCztvw66+/4u/vT0FBgaAGJiIiIiLy70X+HG9hYSEoy8gVU+XcunVLSMiRz9du3bpF5cqV38vuSv6MXVhYSJs2bRg4cCBr1qyhqKiI/Px89u/fT3Z2NqNGjaJatWo8evSIPXv20LBhQ8zNzWndujVmZma4uLgwYcIEiouL0dDQoEWLFowdOxYdHR38/f0ZMWIETk5OZGVlUalSJbp06SLMQeRUqlQJX19f3N3d+emnnwAICwtj/fr12NnZsWTJEmE+6eDgwMiRI/H39xf27927N4GBgdja2qKtrc3Ro0dZtGgRvXv3RiaTUaNGDSU1P/j/Io25c+fi6enJ8+fPSUlJQSqVcv36dZYvX66kTLR8+XK0tLQICgpi9+7d1KpVi/v377N3715+/PFHTE1N6dy5Mzdu3FA6Tv369enfv385Oxz5/3HOnDnY2dlRtWpVFi5ciKenJ0OHDmXLli20adOmwj4rIjIyssJ5RKdOndi4cSOOjo7UqVOH5s2bv7EvERGo+LsmZ8yYMfTv358dO3agqqqKhoYGhYWF79RHRZw/f54//viDzMxMWrVqJdjESiQSfvzxR2QyGbVr10ZdXV2wL79z5w4ODg6UlJQIY7C0tKRdu3ZERESwYsUKnJ2d2bVrF7/99htqamqsX78ec3PzCtv928jIyGD8+PGCpbypqWmFykaKbcrazr9LXEuu5FW/fn0yMzPJyMggKyuLevXqfcKz/jBIpVKCgoIE+8J3ITU1FR0dHRYvXkxRUdEb+7K2ti5nwy63ZhT5PJT9H1ZESUkJPXv2JD4+nrlz5zJu3Lhy/7eCggKOHz/ON998A5TGNBUTrz8Hr7LwfB/+zvdERORDIpVKy81lvLy8iI2NpVq1avj6+qKrq8vo0aNJSkrC2NiY+vXrf+5hi7wjYmKOiIiIyL+QVyUDxMbGChUiW7ZsISUlBaDcJKmiSVPZJBZjY2OuXbuGpqYmnp6eHD9+nCpVqtC0aVMuXrzIiRMniI6OxtXVleDg4HISvhoaFuH8dAAAIABJREFUGvj6+grKL++LXA3ldUGSjh074ubmxvTp0//Wsb5EGjZsSFxcHD169ODSpUuYmprStGlTdu/ezdy5c8tVcwEVbktNTSUmJoaJEydy6tQpevXqJdhyNWrUSFBQelPFY2FhIdOmTePly5flkk+gNJFIRUWFoKAg3NzcOHLkCCNHjiQ0NJTTp0+ze/duTp48SadOnZgzZw4lJSUcOHCgQv/zD4lMJsPT05Pbt2+jpaXFpEmThESvtm3bMnToUGbNmoW2tjY5OTmsXLkSJycnRo8eTY0aNUhISODQoUPUq1ePUaNG8eDBAxo0aMDDhw/Jzs4mPj6eBg0acO/ePbp06cKVK1dQUVHh1KlTZGdn4+joSFFRERkZGQBkZWXRqFEjtLW1he/v+5CXl4e9vT2tW7fG39+fli1b4uvry7Jlyzhw4AC1a9cW2qampnL27FnCw8Pp168flStXpmXLlvz55580btyYmzdvEhQURM+ePenRowetWrWiefPm+Pv7s2DBAp49e4ampibq6uqCDL+IyD8JPT09goKCsLW1xcjIiNmzZxMZGSm87+joyFdfffVGi7h/K/IEnbdl2rRpTJs27SONRkRERETkS0OuDhMXF4ejo2OFipRyVRh54r6qqipNmzZlyJAhzJw5k9WrV7/TMeUKCerq6gwfPpzbt2+Tl5fHqVOn8PPzY/PmzQwePJi0tDROnTpFTEwM3t7ebNy4keTkZKKioqhatSq9e/fG19eXunXrYm1tzdSpU7l06RJnzpxBJpNhYWHB9u3bcXBwICgoCJlMhouLiyD3rrgodPz4ceH1jBkzlBJ9FdVc5Uodimzbtk3p744dOxIcHPzK8y9bpPHs2TOkUqlQhCBf9JezcuVKgoODKSwspEWLFuzatYuFCxfi5OTEihUrBGWIsotcu3fvFl5XpJLXt29foehHztGjR5X+rqjgBf5/Ya1Jkyb4+PjQoEEDJTtn+bls2bIFdXV1vL29adCgwSuviYiIIm3bti33XZN/FvX09AgJCUFVVRVXV1dMTEyoW7euUpGWVCplwYIF1KtXj+zsbPbs2cPQoUMpLCxEX1+f4uJi3N3diY2NxcrKis2bNwsKFefPn6e4uJji4mIaNmzI48ePuX79OkVFRTRv3pyFCxcyduxY7OzsMDY2ZteuXdy6dUuwl7948SJTpkxhzpw5TJw4EScnJ3755RciIyNJSUlh4sSJHD58mIyMDBYsWEBhYaFgS/9vQ65aJC/Is7OzIygoSHhfUdlIsWhP0Wr+XeJa8j6hNGnym2++oVevXh/9PL80Zs2aRWhoKPv372fjxo3s3r2b7OxsoDQx9O7du0yYMIHRo0fz6NEjbt68SWFhIb6+vhw7doycnByWLl0qWhC+BQUFBQwYMID8/Hz09PRwcHDA0dFRuNf8+eefJCQkMHLkSDQ1NXFycuKHH37g+fPnjBw5kri4OHbu3ImFhQXPnz9nyJAh3Lp1CwMDAy5evMi+ffswNjZm27ZtyGQyNDU1efjwoaAgn5KSQv369Zk8eTLh4eHUrl2bSZMmMWTIEAwNDXny5Ml7JeZ8ysSsNx1LKpV+UNsfEZE3IZVK+fnnnykpKRGSR7dv307lypXx9/dn5MiR5YpnFy9ezKVLl3B2dqZXr17MmDGD4OBg2rRpw82bN1m3bh3Ozs6oqakRFBTEsmXLKCgo+MxnKvKuiOmqIiIiIv9CNm3aJPgmf/PNN4K1kr6+Pnfu3MHZ2Znz58+/sZ/Y2NhXKo4YGRlhYWGBjY0NM2fO5NixY7x48QJLS0tSUlL48ccfhSDE119/rbSvp6cnBgYGb111L5FIhKx1Dw8PxowZA5QG9OQKQP7+/vj7+wvBO8Usd3nijo2NjeCX6eXlJSj2+Pj4YGJi8lZjUVQg+lRIpVKlheC0tDShWnHdunVERUVRt25dkpOTefnyJQEBAfTs2fOdZEYNDQ1p3Lgxt27d4uDBg7i7uzN79mx8fX1xdnYmISEBAwMDJkyYgKmpKQCnTp0SqikuXbrE0qVLefDgAVeuXKF27dpcv34dKFVqOnPmDABPnjwRAqny4Lm5ubng7a6o1mRjY0NkZCSBgYH06dPn/S/gW3Do0CEMDAwICwvjyJEjTJs2jSlTppCUlMT169dRV1fHzMyMgIAAxo0bxy+//AKUtwM7d+4cmpqaBAUF0axZMzp37szixYuZPn06V69eJTExkaioKNq0acOzZ89wcnJCX1+fwMBAIiIiqFevHgUFBdSsWZO//vqLsLAwdHV13/u8UlJSCA0NZf78+axatYqAgAAuX77MvXv3mDVrFtOmTePZs2dkZmaSl5eHi4sLu3fvpl27dhQWFpKTk0NMTAxGRkbk5eUxYsQI9PT0aN68OcePH6dNmzYMHToUU1NT1q1bB5RWuv4vBq1EvhxiY2PLLWxVRNnflrFjx+Ln50d4eDh+fn5oaGiU+z0xMzPD3Nz8o41dRETkn418Mc7W1lbJ7gZKnze3bt1KYmIiw4cP/0wjFBH5eGhoaODs7Mz69evp1q1bhW2+//57Vq1ahUQiUZrffP3119SsWRNvb+93OmZGRgbu7u5IJBIiIiJ4+PChknKPXCm0devWqKurK21TVI19+vQpJiYmaGhoCAvo/fv358CBAxw4cID+/fsLtk9du3alW7dupKamKqmufmwePnyIvb091tbWTJgwAalUyv79+5k+fTpWVlacP3+epKQkCgsL0dHRobCwkPXr11NUVERERASWlpasX7+e0NBQbGxsuHnzJgCZmZn88MMP5OXlMXToUHr16oWVlRU5OTnIZDLGjBmDnZ2dYGV57tw5JBIJVlZW7NixAyh9ppo7dy7t27dny5YtDB8+HHNzc0FJ9lX7zJkzhw4dOrBt2zbOnz9PbGwsjo6O5ZQ9ofQzYmtry+nTp8slAYmIvA85OTnY2dnRqVMnLCwsylnFyVG06du+fXuF1uGFhYV4eHjg6emJnZ0dUBr7iI2NJTMzEzU1NfT19fH09ERbW5vTp0/TtWtXtLS0sLGxIT09HSsrK/r160d2djYLFiygdevW+Pn5CYowT548wdjYGA0NDUxMTAQ7dn19fQwMDIR2/0YcHBzKWcq/TRtF2/mOHTtSpUoVbGxsWLRoEWZmZpw9e5bY2NjXHnvAgAEcO3bsoxeLfUzi4+OV7u1DhgzB1taWIUOGCEo4ffr0UWpTVFREdnY2JSUltG/fnuLiYrp27SrEtaZNm8agQYOYPXs2BQUFhISEoKury/79+1m2bBnVq1fnyJEjTJ069XOf/j8CuQLe8ePH0dHRQV1dvdy9RiqV4unpSWhoqKCGl5aWxubNm1m/fr2gUvvgwQO2bNlCQEAA+fn5dO3aFWNjY2bPns3u3bupUaMG4eHh9O/fn/nz56OtrU1mZibx8fFoaWnx+PFjtLS0WLVqFY6OjvTq1YubN28SERGBRCLB29ub+Ph4JBIJ8fHxHD58GFtbW7p06SIkJ3fu3Jnx48czY8aMD3qdKrLwtLe3x93dHR8fn9c+b4wbN46LFy8CpXFLKysr7O3thaTkst8TEZEPQUlJCYcOHaJHjx6cP3+e4OBg6taty9q1a2nZsiXh4eG0atWKAwcO8Ndff2FiYsLYsWNp1aoVjx494sSJE+jq6grWjREREeUS80X+eYiKOSIiIiL/QqZOnao0+VH0QS4rK1p2m6KPrYWFhWCjU5Elk5eXF+rq6vj5+XHv3j1mz54NlErJhoeHo6qqKiSV6OjoEBAQgKamplAJZ25uXi6z39zcHHNzc6Vtct5HWtLHx4fWrVt/kAcVmUzGr7/++rf7+bsYGhoyd+5coFQxKDAwEA8PD+bNm0eTJk0qVHOoqOpQcRuUVmjev38fVVVVBg4cSFFREYcOHeLs2bNMnjyZdu3asWjRIn7//Xf69+9PixYtcHd3Z8GCBdSpU4ctW7ZQUFAgqMI0bNiQpKQkoSIMShe/5Uo68fHxNGnSBHNzcyGp49KlS8KYhw0bxpw5c9DV1VWyWvsY3Lp1S1B5UVVVJT8/n44dO1KtWjW0tbXJzc3l1q1bTJkyhcePHwv7lbUDS0hIEJKMLCwsOHPmDHZ2doSHhzN06FBcXFwYMWKE0rHj4uLo3bs3UOpP/+TJE548ecLs2bN58eKFkAT0PkgkErKysqhcuTLx8fG4urpiaGjI6dOn8fb25smTJ/j4+HDx4kV0dXUJDQ0lISGB+fPnU1xczJIlSwgKCqJhw4Z06NBBsP0qLCykuLiYxYsXC+da9rxERD4XWVlZJCQkCH+npaVhaWnJ7du3hYU7RSQSiWBR6OrqWq6/7du34+bmRv/+/Rk3btzHHbyIiMg/Grlc/LsqTImI/BuwsLBQmqcpKqbKiz0MDQ2VbH/h/+eZipZLb0tFKgrLly8HSp+x5YoIV65cobi4WGmbYlV19erVSUxMpG7duty7dw8DAwN69OiBm5sbKioqTJw4EQ0NDVq3bs2JEydQU1OjsLDwtdaWivPqD0FF6kCGhoaoqKhw48YNVFVVsbKyQlNTk+fPn5OamsrcuXNp1aoVurq6REZG0qJFCywsLKhTp47Qb82aNXn8+DHDhw/nwoULBAYGsnTpUoKDg5HJZBgYGLB161ZkMhkACxYsICAgAB0dHZycnBg2bBiA0rzw2rVrFBcX880339C9e/dX7jNw4EC8vLxwcnIiPDwcCwsLgoKCBCUiRURbzA9DVlYWISEh9OvX75VtvgSLkk9BtWrVOH369BvbKSb7nTp1qkLr8PDwcLp3765kmV2rVi0aNWpE48aNefToEYMHDwbg5cuX5Obm8uzZM549e4aPjw/Z2dn079+fixcvkpqaioGBAZUrVxYSbUpKStDX1ycxMZHCwkJSUlKEAp5XWbT/m6hI+agi+/n4+PhyqhmKtvO///47UBrL1NbWRltbGzc3N6G/ivoE6N69O7Vq1fpAZ/N5kN/bDxw4QMuWLdmzZw9LlixRUlJWvP8XFBTQpEkTqlWrxosXL7h48SJDhgwhLy+Pp0+fUlBQQL169bh//z7R0dFIJBIePXokxMvExeJ3o+xCe25ubrl7jfw3c9iwYQwfPhwXFxeaNGlC5cqVlRLzmjRpIny+nz9/jp6eHjVr1hQSBGNiYrCzs+Pq1av89ddfqKuro6WlxW+//cbixYvJzMwUxtS3b1/U1NSwtLRETU1NUKsPDAxEKpUik8mYNGkSISEhgpqgs7Mz6enpzJ0792/bv0VFRTFt2jSqVq3K8OHDWbt2LSoqKqirq1NcXMzq1au5d+8eaWlpwmc0NjaWAwcOsGrVKoYNG8bNmzd5+fIllpaWhIaGAjBkyBDq1q2LmZkZR48eZdSoUaSlpaGpqcmDBw9YtWoVixYt+ltjFxEBlCwS9fX1hddFRUVK9ooxMTGoqalhamqKVCpl2rRp+Pj40K1bNyGh7MWLF+jq6tKwYUPhs6y4jiLyz0FUzBEREREReS2KGeNJSUlKVXpz587F3Nycb7/9ltDQUE6cOKGUFe/l5UVMTAxxcXEsW7YMTU1NOnXqJARLK8rsr2jb38HDw+OdJoQlJSWMHz8eBwcHXF1d+euvv+jduze9evXixIkTWFtbA3Djxg1h4i5PKvmYxMXF4eLigoODAxcvXnxlpXWfPn14+vQpUJqgFRMT89bHSEpK4vz587Ro0YLFixeTlJSEoaEhx44do0OHDhw9epQNGzYI/UPpA6ampibNmzenRo0a6OjocPr0adavX8+ECROIi4vj66+/FoIYnTp1Ij8/n86dO7Nx40Y6deqEkZER7dq1w8bGRmnBvGnTpiQlJTFw4MD3uWTvhFxWHxBkXS9cuEB2djY5OTnk5+dTpUoVQkJC6N+/v7Bf2SBYw4YNhYDR5cuXAYQElt27d7NmzZpy+7Vt25YjR44glUq5dOkSdevWxcDAgJCQEKKjoz+YLVTTpk25evUqLi4uqKmp0b9/f5o1a0ZmZqZQ1Td06FD++uuvcvvq6+sLCgD29vasWLGC8+fPY21tTadOnQT1KRGRLwG52tvWrVuxsbFhwIAB1KhRQ6gCs7e3Z/LkyQBYW1tTUlJCs2bN2LdvHwUFBfTs2RN7e3vh3rN9+3Zq1KhBaGioEFAXERERqQi55P+oUaPo2bMntra2wv2mInbt2kXnzp2xsrIiLi6Oq1evCpWldevWJTY2lpCQEFauXMlff/1Fx44dcXBwKGcRIyLyv0pFCgmKyj2enp4AGBgY4ObmxuTJk5k1a1a5fhYvXszQoUOxtrbm22+/RUNDgypVqqCnp4e+vj6ampqoqqry3Xff4ejoiL29/SdTAVBUyjE1NcXCwoKDBw+yevVqYmNj2bNnD/379ycnJ4ewsDCeP3/O4cOHmTt3LhcvXmT16tVUr14dmUxGz549MTU1ZdiwYdSqVQupVEpCQgKPHj0iMDCQmJgYcnJyMDIyYu3atUyfPl1IpLpw4QISiYTQ0FA6duyIvb09aWlpPHnyBFCeF9auXZs6deoI80Z5IcKr9vlUNhcipYk5Bw8efG2bspbUK1asICUlhdjYWGFxqCLKKv1+6Rw/fvyVibSK10nRpq9hw4Y0bdqUsLAw+vfvLyTCODo60qBBA6VCLi0tLXr06EF0dDTJycmCBYympiajR4/GxcUFLS0tvvrqK0pKSjh+/DgZGRnk5OTQuXNn0tLSKC4uxsnJCQA1NTVyc3OxsrLC0tKS1NRUbGxsyM/P/2jX6EumrKKXRCJh1qxZjBw5ktjYWOzs7OjcuTPLli0DStXB7O3t6dGjR4UqOfK5o42NjfA5v3HjBr169WLKlCmf9Nw+NPKF4bp165KYmKi0GCxXkVNsk5WVxd27d4VtciU5AFNTU6WEi/r162NlZYVUKsXc3JwJEyYApcmv/9ZEsY9Bw4YNhXvNpUuXyM/PL3ev0dDQYO3atezYsYMFCxYAFSfm3blzh9zcXB4+fIi2tjaVK1cmPT2d4uJi/vjjD6pXr87BgwepWrUqP/zwA2PGjKGgoACZTEZBQYGQvCsvtpTJZILKXllepSZoYGDwt5NyoNQW09vbm5CQEOzt7cnMzGT58uXMnDmTx48fM2PGDExNTQVru8ePH9O7d2+8vb159uyZYF8XERFB06ZNUVFRITU1lZycHM6cOYO1tTUqKirIZDLS0tIICQlhwYIF7Nu372+PXUQEXm2XaGpqKqzZyO0VGzVqxK1bt9DQ0GDSpElcvnwZNzc3NDQ0sLGx4ezZs9jb2wtrK46Ojty6deuTn5PI30dUzBEREREReSPyqolLly4pVelNmzYNFxcXVqxYIchVTpo0SZikyX1br1y5gouLC3v37uXly5eCOsirMvvLbivL1q1bhaSddevWkZqaSkJCAqNHj0ZPT4/U1FT8/f3R1tbm2rVrWFtbo6WlpZRl/6oKsMOHD9OgQQM2bNjAsWPHiI2NpaCgQDg/uYXUnDlz2LhxI82bNxeqBz8meXl5nDp1Cj8/P2FiUREDBgzgwIEDjB49mri4OH7++ee3PkZOTg5t27ZFTU2N9u3b8/LlSxISEoiLiyMrK0uoqlOcXMsfKlVUVIREJWtra6RSKdnZ2Zw8eRIjIyOhqgIqrh59lQpSzZo1Bdn0j0nv3r0JDAzE1tYWbW1tVq9ezciRI1m7di2tW7emVq1aZGRk0KdPH6pXr/7Kfjp16sTGjRtxdHSkTp06NG/enPPnz/PDDz9QWFgoJLB07NgRNzc3pk+fzqJFi+jduzcymYwaNWpw4MCBD3JOEokEExMT5s2bh7W1NUVFRYwZM4a0tDRGjhyJhoYGWlpadO/eneLiYpKSkoDSSsDY2FhsbGyUqsZGjRrFqFGjlI5RkQKXiMiXQHJyMpMmTaJSpUo0a9aMK1euMGXKFF6+fElxcTGRkZG0bt2ap0+fUlhYyIEDB7h27Rp2dnbExMSgr69P165d2bx5syDT/Ouvv9K6devPfWoiIiJfMPLnmZYtW2JoaMiIESMYM2YM586dK9e2uLiYX375hcjISFJSUpg4cSKBgYFcu3aNxMREwX7h6dOnSCQSNm7cyJ9//omJiYm40CHyxaH4zPgpKauiIJVKyyn3PH/+nHr16ikp+IDyc2zbtm2Jiooq1//evXuV/u7Rowc9evT4UMN/K+RKOevWrWP//v2MHj2aRYsWsWnTJry8vAgODhbaLl++XNh28eJF6tSpw3fffcemTZs4cOAACQkJ6Ovro6ury/Pnz4HSub6uri7e3t7CvpcuXUJHR4e1a9dy4cIFAObPn09AQACDBg0iLy+PEydOoKKigoaGBqA8L5Qjv1e1bduW/fv3U7VqVQoLC8vtI0dDQ4Pi4uIKFXNE3h9FxYEbN25QXFyMRCJh3759fPvttzx69AhNTU3279/P3r17lZ5979+/z9GjRwkICMDS0pIWLVoIi/r/dJydnV/5njwxZ8yYMUKyX15eHjt37qRv375ER0ejq6sr2HxDaYLfhAkT2Lt3L82bN6dJkybo6OhQUlJCbm6ukHjbp08f8vPz2bNnD19//TW+vr7o6OjQrVs3EhMTyczMJDIyEhsbG1RUVDA2Nub777/n5s2bWFtbs3nzZl68eIGWlhZBQUFC1Tz8vzrZ/wJyO3K5opeDgwN9+/bF0tKSly9fIpVKUVFRwd7enmnTprF161bGjBnDsGHD6N69u1Jf6enpBAQEEB4eztOnTxk9ejT+/v40b978XxHzULzXVqlShZiYGFxdXYmOjqZJkybl2pSUlNCoUSOheE3+2wGlz7gbNmygffv2QGnyRnh4OI6Ojly5coWLFy9SUlJCYWFhOZUjkVfj5uaGu7s73bt3R09Pj5cvXxIQEKB0rwkICOC3337jxYsXr7XFrV+/PqNHj+bOnTvMmzePAwcO4OjoiLe3N3p6eqipqTFy5EiKiorw9vbGzMwMNTU1fvnlF9LT0/H09MTf358ffvgBKysrjIyMMDAwUIp9yz8vtWrVqlBN8EMl3E6YMIElS5awbds2Jk2aRKNGjYiPj8fPz084hpaWFk+fPqVmzZrUrl2bI0eO8OeffyKTycjJyUFbWxsVFRWhaPf+/ftUrVqVjIwMLCwsOHr0KM+ePSMjI4OuXbuSlpbG8+fPKSkpEc7T2tr6X3EvEPly0NPT4+rVq9ja2mJkZCS4UGzYsIG7d+9iaWnJrl27iIyMxNnZmSVLliitp3xoZU6RT4s40xEREREReS1lqybc3d3JysoiMTGRhw8fAigFZirKire0tOT06dOMGDECGxsbQT68oqDdm2R4s7Kyyk2Yd+zYwe7duzEzM0MikXDmzBnOnDnDwoULuXbtGvD/WfYSieS1ixnXr19n7969nDhxgqKiIvLz84UKJUXS09MFe6ZPUeGnKJ+8ZcsWDA0NK2zn5ubGsGHDMDU1xdbW9p2OYWhoyPXr16lTpw7R0dFUqVJFsDBKS0tDKpVSWFiIvb39W/VXrVo1Kleu/N5qKq6urjg6OlKpUqX32v9dUFVVZdu2bUrbnjx5grq6OuPHj6dp06ZC8FqRiizCtmzZgrq6Ot7e3jRo0ABbW9tyEzi5co4cxYA6fNyAmqGhIfb29nTp0oVKlSqxc+fONyYP2djYfLTxiIh8DDIzM6lUqRJ169YlPT2dkpISpk2bxvHjx7l69Sre3t5Mnz4dExMT9PT0KCkpITk5ma+++gpjY2MuX77Mo0ePmDt3Lv/973//p4LcIiIif5+7d+8Ki/eK1ciKPHnyBGNjYzQ0NDAxMeHZs2eoqKigqalJSEgIEydOJCAggPT0dGbMmMG8efNYsmQJRUVFzJ07V2kxUERE5N9LRkYG48eP58GDB8THx/P06VPB5ldHR0coZpHPweXbHj9+jLGxMX379uX3339n9uzZ1K5dm27duuHo6CgU1JiZmdGgQQOlfdPS0mjSpIlS8cK5c+fo3bs32dnZ3Lp1C4lEgpGR0VsVFbxtIUKPHj2oX78+tWrVIj4+HjU1NaC0+OdtLKUlEon4zFYB8liIra0tQ4YMQSqVUqVKFbZu3crDhw8pLCzEzs4OPz8/du/ejba2Nnl5eURGRrJ3715MTEz4/vvvsbS0xNDQkNDQUMEipLCwkDZt2rB+/frPeo5l7U5iY2OJjY2lWrVq+Pr68ttvv/Gf//wHFxcXAgICuHnzJvr6+kLxyuLFiwkJCUFVVZXt27ezefNmTp06xZUrV5BIJMTGxqKiosKaNWsqVA2SxwUqug6K1vJQasEnZ/ny5QQFBSGVSvHx8UEikXD27FnU1NQwNjZm1apV3L59m71791JcXMyQIUMAWLlyJcHBwRQWFtKiRYsPeSn/MZS1I4f/t09KSEhg+vTpvHjxgps3b/L48WPu3btHz549Acoll927d4+4uLi3jnX9k9HT0yMoKEhpMTgyMrJcu759+3LgwAFSU1MxMjLi999/F9o5Ozujq6tL165dadKkCf369cPLy0tQVJ41axabN28WYsYib0ZTU5PAwEClbRUpkJW9n8hjjSYmJsJCvVx5R07fvn1fe+yIiAiio6OZOnUqRUVFuLq6sn79eiZNmoSTkxOOjo6MGDGCHj164O7uzubNm6lfvz79+/dn6dKlgpqgiooKLVu2FCzjPgR6enqsX7+ehw8f8vXXX1O/fn2ioqK4e/cu9evXF9qVlJSgq6tLq1at6N27N7du3aJ27dr8/vvv5ObmIpPJBMsfY2NjGjRoQK9evXj27Bm1atVCV1cXfX19goOD+eOPPygqKnqtXamIyNvwKotEeSF7RetNCxcuJCgoSCgyeJ3Nosg/FzExR0RERETktSg+iKanp+Pm5oaHhwfDhg0TElwUE1MqSlKpX78+EyZM4MCBAxw5cuRv+V/eu3ePq1evKk2Y9fT0yMjIICoqilmzZhESEsKDBw+UEoTKZtl37Nixwv6bNWtfbts+AAAgAElEQVTGyJEjmT59OgCnTp0iLCysXDt9fX1u3bpF06ZNy3lYy2QyPD09uX37NlpaWtja2nL8+HHy8vLYuHEjbdu25auvviIxMRFVVVWCg4O5d+8eEyZMEBKBZs6cSc+ePTl16hRQqhK0dOlS4uLicHR05OrVqxWO/86dOzx+/Jh169YJkr2vQj5xlidiVKtWjSZNmpCTk8O8efM4c+YMRkZGuLq6smPHDuzt7XFwcBAmfopBT8XEE8XXGhoa721F9SpZ6U+Fq6srOTk5NGnSBEtLy7fe7+uvvyYhIYFq1aqxf//+jzjCN2NiYlKuOhhKFZ/mzJkj/G1sbPzG5CERkX8S2traNGzYkO3bt/Ptt9+Sk5NDixYtMDU1FfzTc3NzhYrslJQUobIyKSmJvLw8wQZCRERE5F1p1KgRMTExtGrViujoaMaMGcONGzeU2ujr65OYmEhhYSEpKSno6uoCpYtKv/32G6Ghoezfv5/8/HwqV66MsbExW7duJSoqirVr17Jhw4bPcWoib4lUKkUqlQqBV5FPQ0XKPa96Hv6nsHv3bqU5+NixYwkKCkIikZCYmEhJSQnOzs6oq6srbRswYAA3btxAQ0MDJycnQZk2Pj4eHR0dOnToIFjtle1v2LBhREdHo6qqypYtW1BVVcXFxaVC1Rt487ywY8eOry1EkL8eNGgQ586dU1Iqkslkb5WUI/Jq5LEQLy8vTExMcHJy4r///S+5ubkkJydz/vx5fv31V8GerWbNmkRGRtK5c2eSkpK4ceMGN2/eRFtbmxkzZjB27FgKCgqU1JRv3779Wc9RsRDrwoULREZGEh4ezq5du9i4cSMDBgxg5cqVuLi4cPDgQRYuXCjEeeLj40lJSUEqlXL9+nWWL1/OnDlzSEpKYsyYMWzZsgWJRIKXl9cnUayLi4ujY8eO3L9/HwMDA+rUqcOKFSsoLi5m/vz5ZGRkIJVKOX36NKdOncLX1/edj5GYmMi8efP+0fdGuR15z549BSUPeVxuw4YNzJ49W1B0ltuOx8XF0bJlSy5duqSkmiMvSJPHbwoLCz/9CX0kKlrUHTt27BvbAPj5+Sm1MzQ05OzZsyxbtqzCQkD5PX/s2LHljvGhkSuYTJ06lTVr1giJnK/Cw8NDuAeKKFOvXj2srKyU/vfHjh0r105ubQnKCYbNmzcvpyb4odRlNm3axMGDB8nJyUFNTY2LFy/yn//8h8aNG1O1alV+//13QdX4yJEjREREIJPJsLKyYsCAAcyePZsaNWrQoEEDunXrhpaWFoMHDyYnJ4dq1apRu3Ztrly5wvz585k+fTqOjo7cuXMHmUzGzp078fX1pUGDBty7d++dxu3j4yMkfoqIvAufS4VU5NMimviKiIiIiLw1qqqqrFmzBjc3N3Jzc99qn4KCAq5cucKxY8eQyWRs2LABY2NjoOLM/oq2KSKfMMuD3fLElfr16xMSEoKDgwNXrlyhZs2aSvvJs+y9vb1ZuHDhK8fbu3dvEhMTcXBwwMHBgZcvX1bYbtmyZYwdO1aQeFZELqkbFhbGkSNHmDJlCmFhYfj6+rJ69WoKCwtJTk4mLCxMqMqaO3cu27ZtIywsjKtXrwpV1Hfu3CEpKQltbW169erF+vXr6dat2yvHb2Fhwbx580hISBAUfd6GlJQUoqKiWLVqFVFRUUilUuH/NGrUKMLDwwkNDWX+/Plv3aenpycGBgYYGRm99T5fEidOnCAyMlKwTXtbdu7cSXh4OIcPH6Zy5cofaXQiIiKvQ16R7ebmxr1793jx4gXR0dHEx8cTHR2NnZ0dUFqZfenSJW7evEmVKlWYPHkyjRo1wtTUlGfPnmFgYCBWSomIiLwznp6e7N27FxsbGzQ1NencuXO5NmpqakycOBEbGxuGDh3Kjz/+CICVlRXFxcXo6upSr149oRLey8sLOzs7Jk2aVK5a9l2RSqUVVuGKiIh8eTg4OLzzHBxKK+TlEvnx8fH0798fR0dHjh8/LlhLKxIbG0t4eDhQOidOTU3F1taWnj17sn37dkH1xt7ensGDB7/yuD4+PsTExLz7iQKzZs0iNDQUdXV1Bg0ahKurK5cvX8ba2hqAc+fOIZFIsLKyYseOHUCpFXW7du0YN24cRUVFQOkC7NSpU7GysmLp0qVMnDiRdu3asX37dgB27NiBRCKhffv2gk20h4cHU6ZMwdramkWLFr3X+L9U5LEQKysrLl68SHFxMaqqqixfvlxItjIwMBCSTnR0dFBTU6Nx48Y0bdqUbt264evry6JFi4Tn4oyMDNzd3ZFIJERERHx2ZYwJEybw559/MmLECI4dOyYooshV65o2bcrdu3d5+fIlKSkpNGzYUNj3+vXrSKVSJBIJ48ePJzs7W3hPIpHg4+ODTCZj6NChnySRZd++fXTp0oWRI0dSqVIlVFVVadOmDa1bt0ZVVRU9PT20tbVxcHD47MVMn5Oy9ylFXF1dmThxIgMHDhQUmMeMGcOmTZtwcXFBU1NTqb2+vj6urq7Y2tpib2/PihUrPtl5/JOQW3u9qzr3x+Tnn39+Y1LOu6Bo1/S/wpecwDx16lTCw8OZP38+Tk5OPHr0iCNHjlC9enV+++03IiIiuHPnDmPGjGHatGlkZmYSHR1N9erVhUSjLVu2kJaWRtu2bZk6dSphYWFcuHABqVTK/fv3mTx5Mr6+vhw/fhypVMqtW7d4+PAhCxcuZNOmTQBKvxkiIiIifxeVL8mbvH379iXR0dGfexgiIiIiIh+IlJQUBg0axO+//465uXm596VSqZI835uQt2/cuDE7duxATU0NBwcH5s+fz44dO/D39+fQoUMMGzaMzp07M2nSJEEVZvXq1aSmpqKmpsbs2bPfakFDnhj0rlKB3t7etGrVivbt27Nt2zZq1aqFr68vqqqqqKioEBoayn//+19OnjyJsbExP/74I//5z3+oXr06UGrXtWnTJl68eEFkZCTFxcVCgOBtrtHGjRu5fv061atXF7ziq1WrxoYNG9i5cydVqlRh48aN7NmzB2tra1RUVBg4cCCBgYGCFPDfpX379nh6euLp6VnuvbJKPXLkFQU9e/Zk27ZtolKFiMj/OPn5+QwYMICCggKqV6+Os7MzFy9eVJKlf/LkCSNHjkRTUxMnJyd++OEHjIyMyMnJIT8/n0qVKmFubs7Vq1dp3bo1sbGxaGho0KhRI65fv86zZ8/o2rUrI0aMIDs7m927d3P79m1kMhmTJ09myZIlDB06lPz8fJYuXfpOCY8iIiIiXyrv+gz+v0hZW5Tk5GQlmxMTE5Ny1icmJiaMHj2apKQkjI2NqV+/vqiYI/KvQK5M8CbKKsm+K3IVj65du3LmzBlhQUx+/O7du7Nv3z50dHRwcnLi6NGj2Nvbc+LECZ4+fYq9vT137tzBw8ODPn360LdvX5o1a8bevXtp2bIlDg4OREZG8uLFC7S0tHj27BkDBgzg5MmTSvt06tSJc+fOvfd5fGn8/PPPHDx4kJSUFMzNzcnNzUVbW5tr165Rs2ZNVFVVuX37NuPGjUMqlVKpUiW0tbVJSEjAy8uLcePGYWJigo6ODu7u7owbN441a9ZQs2ZNJSUn4LP9trx8+ZIqVaoIdidGRkZs376dXbt2kZyczPfff8+iRYvIycmhRo0azJkzR4g/dOjQga1btwoFV4WFhTx+/JgZM2awZ88e8vLyBOWdzMzMd1ZO+BDMmjULiUTCqlWrBPuwgQMH8tNPPyGTycjMzOTEiRNoaGiUmz95eHgwefJkpTnU06dPBcWcKVOmEBsbi0wmE9QhREQ+J4oq5KqqqtSuXZu9e/dSVFREt27dCAkJEX4XJBKJcN9JTk4mMTERExMTtm7dSkJCAkOGDMHQ0JCcnBy2bt1K7dq1GT16NI8ePUJfX59du3bh6+vLsWPHyMnJYenSpVhYWHzuSyBSBnmcXZ6EJ5FIOHXqFBoaGoKN5aZNm8rF3iUSCSdPnqRSpUqMHz+eb7/9FjMzM2bPnk1YWJigyq+vr4+NjQ2nT5/Gy8uL4OBg7t69S15eHlZWVoSGhpKTk4OHhwdaWlqCzeHixYvx8vIiMTGR5ORkGjRowPbt27G2tqZHjx788MMP5eYLly9fZv78+dSoUUOIYYmIiPzzUVFRiSkpKWn/Nm1FKysRERERkY9G3bp1P5h8JSjL+Y0aNUrpvVGjRgnbfH19hSoHLy8vpFIpL168YN26dRXKAb6t9OnboiipO2fOHNq2bculS5e4e/cuY8eOFbzBR44ciaenJxcuXKBZs2b8/PPPGBkZUVxcLFSiKUoWvw1hYWFERkYSFRVF/fr12bp1K35+fvTp04d9+/YRGRmJmpqacH2uXr1KcHCwYL30odDW1mb06NFv3V6xKsXQ0FBMyhEREcHf358uXbrw/fffM378eJ48eUJubq6SLH3NmjXx9PTEw8ODkpISUlJSePLkCadPn6ZBgwaMGzeOgIAAHBwcCAoKQiaT4eLiQnBwMNbW1qirqytZKUybNq3cOBRlmkVERET+TXh7exMQEICmpiY+Pj40aNCg3DZtbW369euHiooKrVu35pdffuHw4cOsXLmSoqIiFixYgLOz8zsd900WGhXZQCUmJjJ8+HA8PDw+uiy8TCZjwoQJlJSUUKNGDdavX09hYSGtW7dm8uTJ2NnZUatWLfLz87ly5QrLli3D0dERfX19UlNTuX37NqtXr6agoOCjjlNE5EMiT9gLDAzE3NycuLg4du7cyfnz54mPjxeUYu/fv1/u+9+5c2fatm1LlSpVqFatmvCM9fPPP1NSUkJGRgbjx49n+/btVK5cmcOHD79RkbBdu3bltsXFxQlqP+np6Tx58gRVVVW0tbXR1tZGX19faGtmZgaAkZERZmZmaGhoCMc8ceIE69ato6SkhMePH5fbp0qVKn/vYn5hTJ06lalTpyKTyRg7dizp6emoqalhbW3N9evXsba2RlVVFS8vLyQSCWZmZkRGRjJu3Dj69OnDX3/9xbx581BRUcHDw4MrV64wevRoRo4cib+//+c+PUDZ7mT27NmEh4djY2ODjo6O8Cw/YMAA2rRpw/Xr15X2NTc3x9DQEIlEgoqKCoMGDWLs2LFkZmbi7u7O5MmTmTlzJk2aNKFfv36f/NwWLFjA/fv36dq1K926dStnHxYYGMjSpUsJDg4mLy9Paf4EcOHChXJzKMVCteXLl6OlpUVQUBCbNm1i6dKln/wcRUQUkauQb926FZlMRp8+fXj+/DlRUVHlCvwUadWqFVu3bqVbt25kZWWxatUq1qxZQ6dOnYRi0a1bt9K7d2+GDBnChg0bBPuy6tWrl7PuEvlyqMi6ruxzxPr165Vi73LkCcPyPszMzFi+fDklJSV07tyZ6tWrk5iYiK6urpJV4KBBgzh58iSBgYFUq1ZNOK6VlRXr16+nZ8+epKSkAGBqaoqPjw/jx4/n7NmzwrErskosKCjgP//5Dzt27Pgk9ogiIiJfHmJijoiIiIjIZyU+Pp5evXr9H3vnHtfj/f//eyfHSiFDtCQakw6bCNW7pCPJyvlYLIfNjG0sOWSLZE47IIdtmTmfw4QOb5HJVGKbIeqDSoSS6Hz9/uj3vr696x3mPK777eZ2q+t9HV7XS+/rer2er+fz8RArfD788EMyMzMxNDRk/fr1BAYGMmrUKLKyspg+fTopKSmMGjWKb775hh9//JGoqCiKiooIDw/HysoKmUyGjY0NWVlZfPfdd/j4+PDgwQPu3Lmj8voVFRUsW7ZM/L2kpIQBAwZQXFyMvr4+rq6uNbLbAfz9/WncuDHp6ens2bOHsrIypW3t2rXDxsaGzMxMXF1dadq0KTo6Ojx48ICCggK8vLwoLy9HV1cXc3Nz5s2bh7+/P8XFxWhpabFjxw60tbXp3LkzZWVlj1156ODgQFFREQsWLODs2bPcvXuX/v37k56ejrW1tZh8pDhfWFgYGzZseOqknNjYWPz8/Lh37x4VFRW0atUKBwcHSkpKMDMzIy0tjRs3btCkSROysrJo3ry5GPwaPnw4ubm54gS76mLN0y78SEhI/HdJT0+nc+fOQKVN3507d5Rk6Y8cOcKECRMIDg5m2LBhDB8+HHd3d6ytrbG1tQUgPz+f3Nxczp07Jz5jbty4IQVAJCQk3niuX7/OH3/8QUJCAseOHSM0NJQ5c+YQGxurtM3HxweZTEZwcDCCIFBRUcGiRYuIjY0Vkx1ft/HZnj17sLOzo7y8nLt373L+/HnKy8u5du0aQ4YMoWXLlkyZMoWAgACsra25f/8+ULn4vXnzZnbu3Ml7773H77///pLvRELi33P9+nUSExNJSkpi3bp1LF26lF9++QW5XE5FRQWTJk2q8f3Pzc0lKCiIVq1aKSXUCYLAnj17mD9/PidPniQmJoaAgABSUlLEMV1tqJr/WllZidZLpaWlaGlpUVFRQWFhIXfu3OHmzZvivlUX7Kov3oWGhnLkyBGKi4vp0aMHUKm4snLlSpYsWfIk3fafQF1dnR9//PGR+y1cuBBNzf9bMqhqMX706FHx57Nnz4o///TTT/j7+6sshHoRKJKPFKhSSO7YsaNodwbKysg9evQgMTERQRAwNDTE0dGRsrIypkyZIs4dGjRowPjx4xk+fDi//vqrUhLpzJkziY+Px8LCgoKCAiIiIlTGMqpvc3Jy4oMPPqCwsBADAwO2bt1ao91fffUVANnZ2UyYMIG8vDwyMjJo166dmExmaGhIXl4e2dnZSvMngEuXLtWYQ1Vl4cKFxMTEUFpaKtpnSki8TC5cuCCqeaurq/PBBx+wZ88eYmNjH2rFqvg+tGzZkvz8fC5fvoyVlRWampri9+LcuXMkJSWxatUqioqKGDJkCI0aNVKZDCrx6uDl5cXevXuxt7dHW1tb5T42NjbY29vXarX24YcfMnLkSNavX0/btm356aefRFthdXV1li9fTsOGDfnnn39o0qQJDRo0QFtbG0dHRx48eEBERARZWVmEhYXx/fff06ZNG9LT04mIiMDa2ppu3bphampKWlqaeM3U1FQ2bdrE1q1b0dLSwtHRkfT0dC5evEhcXByTJk1i69atokLnvylwlZCQ+O8iJeZISEhISLx0FBU+O3bsoGPHjmzatImQkBB27NhB9+7dSUhIIDs7mxYtWlBQUEBOTg7NmjVj8uTJBAYGkpaWxpw5c9iwYQMA/fv3x9bWloULFzJ27FgMDQ0ZOHAg06ZNQ1tbm0WLFvHZZ5/RpEkTPDw8+OWXX4iOjiY6OpqpU6eSn59PaGgox44dY8uWLaSnp9OqVSv09PQIDQ0lMDCQO3fuEB0dzaZNm9ixYwf9+vVT2pabm8uCBQuYOXMmM2bMoKKigoiICARBQE1Njfj4eKU+MDU15cCBAzX6Rk1NjaFDh/6r/jx9+jRvvfUW8fHxrFmzhszMTExMTEhJSRHlxRWZ/t999x3z58+ndevWmJqaPuH/ICQkJFC3bl3+97//ERISwubNm+nQoQNz5szB3NycW7duUVxcTL169fj0009Zs2YNv/32G++88w6DBg3C1tZWKeAHvBELPxJPbhkn8frTpk0bzp49i4eHB2fOnOHtt98mKSkJgFOnTtG2bVu0tLRYsmQJJSUl9OjRA3d3d9LS0igsLCQ/Px9dXV2aNm2Kubk5Bw8eRENDg9LS0kdWaUtISEi87mRkZGBlZQVULtTNnTuXjIwMOnfuzPXr14mJiSEtLQ0HBwfi4+MZOnQo7u7u3Llzh+TkZKVkx9GjRzNz5syHjiVXrVrFZ599hpaWFt7e3pw+fRqAgIAAYmJiaN68OQYGBuTk5HDv3j18fHwwNDTE09OT33//HV1dXfHZPXr0aE6dOoWuri7Ozs40atSI7du3895773Hs2DEWLFjwVGPGCxcuIJPJ8PHxISsri44dOzJ06FBWrFjB+PHjGT9+PGpqalhZWTF27FhKS0spKCigTZs2lJSUkJaWprSoLSHxX8LU1JR69eqJC/1VqS3ZuVmzZrRq1arGuaoukirUbFq2bFlr0cyjmDt3Ll5eXlRUVNC4cWN27NjB9OnTsbe3x9ramubNmz/Wefr06YO9vT02NjainXT9+vWZOHHiE7XraS28XgTPu42KxJz/MiUlJfz22284OTkpxSBiYmL44YcfiI6O5tq1azWOy87OJjk5mfj4eLZs2cKBAwdUxjJcXFxqbDM1NaVp06bs27fvkYUDGzduxNvbW7QPc3BwIDo6WvxcEIQa86cuXbpgYmLCoUOHgP+bQymoqg5x+PBhMaYmIfEyqa6O4uPjw7BhwygtLcXExKTW46rO8RXfh9TUVGxsbMREQjMzM3r16oWPjw9QaV2nsD963ahNoVKVPeXjWla+LB6WWKpQQF6zZk2tnwE0bNiQHTt2KH0+atQoRo0aJf6+detWJk2aRFBQEH369EFNTY3Lly9jY2ODv78/gYGBhIaG4uvri7GxMd988w0AzZo1Y9u2bRgaGhIQECCe788//8TW1paDBw+ycuVKtLW1efDgAerq6owcORJjY2M2btyITCaTisckJN4gXr83joSEhITEK0HPnj0fa7+qFT6KoDtULhCkpaXRo0cPjh8/zqVLlxg2bBh79uzhrbfeAmD9+vXY29szduxYsrKyxHMqKh0U1RFQOQBfuHAh48aN49ChQ9y4cYMtW7YoBY/s7e0ZOXIk4eHhrF69mvfee4+ysjJu375NWVkZsbGx5ObmApXVVurq6jx48IDY2FilbYog5tKlSzl48CD5+fmcO3eOZs2aKVUQPgqFZHGXLl1q3aeqBZSCd999l7S0NNzc3Dh58iQABgYG+Pj40L17dxwdHUXZYz09PX755RfGjRvH9evXH7tt1bl69apYkdWqVSvKysowMDAgKysLHR0dNDQ0WL9+PTKZjMjISP7880+mTJmCpqZmrZUpVQO/Li4uZGdnSxOV/09eXh47d+582c14Zhw7doy1a9f+6+NU/f0/y/0lXi7e3t4kJCTg6urK9evXMTQ0pH79+tjZ2bFx40bGjx9PZGQkdnZ22NraikmMrVu3xt/fn759+zJ79mzU1dWZOnUqvXr1wtHRUamatjYEQcDT0xN7e3vKy8uVPouKimL//v01voeP+96TkHjdkMvlStWrCsshgEmTJj3WOV5khX31765CDREev73/ZeRyOT/++CPGxsakpqYC/7dQp9jWvHlzevXqRdu2bSkvL+err75i48aNTJ06FW1tbQwNDYmJiUEul4vneBTr168nJCSEO3fu0Lt3bwDKy8uJjo5mxowZfPHFFyQnJ3P8+HFKSkrIy8ujXbt2HDt2jEGDBomJABUVFZw/fx5LS0vkcjmrV69m0KBB3Lp1i9mzZ7N//35WrVr1VH1kZmbGqlWrsLe3p0+fPrRs2ZIWLVogk8k4fPgw3377raiKsHjxYsLCwti2bRtdu3blxo0bbN68mQsXLjxVGyQkXhbVFzarblMkO1f9/qupqdW6oFmbak1tczpjY2N+/fXXGpZ1isVCGxsbYmJiiIuLExfXvLy8SEpKws/Pj9LSUpycnLC3txcXutTV1bl27RoZGRnUqVOHgQMHsmvXLgIDA7l48SJqamoUFhYSHBwsztWLi4v5+OOPsbS0JCoqCoDJkyfj4OCAnZ0dV65cAaBbt25MmDCBzz///PE7+BEUFxfj5eWFm5sbgwcPJiIigk8++UR8HuXn5zNv3jyxqCcyMpJvvvmGBw8eMGTIEJycnBg0aBClpaVEREQwaNAgPD09OXPmDBYWFowcORILCwsxOdLS0pLRo0djbm7Orl27aNiwIV27dhUTUNauXYudnR12dnYkJycD1DjP6tWrRbuzqio6/zWsra0fGYNQ9Xf8v//9T4xrKWIiqs5z8+bNGtvatm2Lubk5w4YNY+nSpQ9tn5OTE4sXL8bb25vCwkKV+1SfP2lpaWFjY1NjDqVAX18fbW1tnJyc2L9//5N13H+Q6mPX1+16T8PLaKtcLufy5ctA5VxbQ0OD7Oxs8bmnq6tLvXr1cHd3/1fn/fzzz/n000/p37+/GEcOCAhg165d9OrVCycnJ/G5JiEByusI7du3ByrfeVWf/SdPnsTT0xNtbW0xKfnu3bu4uLhQv359peSxu3fv8vfff6Onp8f06dPZt28fKSkphIWFYWtrS0BAAFu3bmXEiBH88ccfL/BOJSQkXiZSCY+EhISExFPzNNVXisFtRUUFt2/fJjY2lsmTJ3Pq1ClMTU1p1qwZ2dnZtGrVih49euDt7S16ZT/KP1ZRHdGiRQvxM0tLS9asWYOFhYVo66QgKSmJDRs2cO/ePfLy8khJSUFDQ4Pu3buze/dusRq4artNTU3FQXv1IM3x48dxdXWlU6dO1KlThxs3buDi4kJOTo44KXwYCsni6sjlcpYsWYIgCFy4cIHmzZtTUVHBhg0bSE1NJTExkWPHjpGbm0tAQIBYNTBx4kSlKsCqSUIxMTGPbM/DMDIy4u+//wZQ8vs1MTER7a1WrFhBUlISU6ZMITY2lvnz54uVAqqQVC5qR7Go+DI87p+ErKwsscLJ3Nycb7/9VskyrmHDhuzfvx9DQ0Pc3d2JjIzk/PnzfPzxx/j7+5OTk4OBgQG//vorGzZs4MCBA9y7d4+vv/6aqVOnoqamhrm5Od999x2TJ0/m9OnT4nfCyMiIbt26YWVlRf369UlJSSE6OhoNDQ18fHxYuXIlzZo1e9ldJKGCunXrsnPnTjQ1NZkwYQImJiYMGzZMaZ9BgwbVkKrX0dGp4Q/v4eGBh4eH0raHVYRlZ2ejo6OjMkCtUGHIyMj4T30PJSReBt9///3LbkINqr9Dq1b5v4rtfdaUlpYil8upU6cO2tramJqaUlpaSnx8PFFRUejq6mJtbU1mZiYnT55k8eLFLFiwADU1Ndzd3VFXV8fFxYWePXty4cIF+vbtK567X79+RG63zN8AACAASURBVEREoK+vz6effsqIESPEBOzvvvuOkSNH8t133zFt2jQAbt68SZMmTdDQ0KCoqIg6deqgpqZGkyZNSE9Px9PTk/Xr15OUlMTcuXOJiYnh3r17XL58mQsXLuDo6EhhYSGGhoYYGBiI7/PqKh//FoVc/sWLF2nevDn3798nMDCQWbNmkZeXx9ChQ7Gzs6Nr164sX75ctCxxcXGhZcuWbNu2jbp16z5VGyQejydRXnwdlD1eNK1bt8bHx4f69euLyc5qamp07NiR5cuXA5X/FyNHjnym1929ezf29vY0btz4kfv+9ttvhIWFickhiYmJyOVyzp07V0P1dvPmzaxbt45Dhw4xf/58Dh48qGStpUj0Ky0t5eOPP8bNzY3Q0FAaNGhAdHQ0q1atYt68eUoWXs/ynrt3786XX37JhAkTuHnzJoWFhcTHx/Prr78SHh7OgAEDWLhwIe7u7uzcuZM5c+awdu1avLy8GDJkCCtXrmT79u1AZSGOYlxc3abM0tKS7OxsTpw4QXJyMh9//DGnTp1i8+bNbN26lZEjRxIZGUl8fDx37tzB39+f3bt3P9Tu7L+Murr6I2MQjRo1EguaFElIb7/9thgLOXPmDKA6lqGhoVFjW0lJCVOmTBHfrcOGDas1VmRlZVUj8UmR2Fz1GVh9/gSI31MFenp6oorGvn37nqS7JCSeGXK5nJ49e2JiYiLOtauOLwG0tLQYOHCg+LtiLq947lSNb1ZV405MTKxxveoKMl27dn2a5r8U5HI5ixcvpqysjOLiYrZv384PP/xAbGws6urqYuFBZmYm/fr1Iycnh02bNtGmTRsKCgoYMmQIFy5cIDw8XKkYNC0tjYkTJ1JcXEzv3r1FFfgjR45Qp04dNmzYQMuWLV/WbT93FOsIHh4e3L9/Hx8fH6Kjo8W/N0EQGDduHG3btlVS5+zWrRsfffQRdnZ2NGvWDFNTUwYOHMj+/ftrKDRt3boVS0tLxo0bx4MHD6hfvz5ZWVmMGTNGpZK+hITE64eUmCMhISEhoRK5XI6RkVGtMqFVk0MGDhzI8uXL0dDQYMWKFVhYWFBWVkZAQADJyckEBwfTp08fEhMTmT59OqWlpYwdO5Y2bdqwfv16SkpKOHr0KDdu3ODmzZs0a9YMR0dHpk+fDkCLFi0wNzfH2NiYmzdvil7Dj/KPHTt2LD4+Pjx48ECsKEpNTaVXr1789ddfNfZfuHAh27dvZ+rUqcTGxpKXl0e9evXQ19dHJpNx/vx52rdvr2Qtdfr0aWJjY6lXrx6HDh3Czs6OESNGcPLkSc6fP8+VK1eYOHEiv//+O/r6+nh4eDyTJICSkhKioqK4f/++GCBctGgRycnJlJSUIAgCO3bswNfX96mv9Th0796d7du3Y29vr7QYYmBgQNOmTenevTs3b97ExsaGhg0boqmpyS+//ELHjh25fv26ymBmVZWL6oHfN5Hjx48zZcoU0fO4vLwcmUzGtm3b+Oijj8jJyaFu3bps374dXV1dLC0tsbS0JCkpia+++oq1a9dy/fp19uzZQ6tWrbCwsKBjx44qJ+NPS9VEnM6dO9O/f3/RB/qff/5h7NixJCcnY2pqyr1792jYsCGlpaUEBARgbm6OgYEBwcHBjwwwR0dHI5PJCA4OFisWHxU0DwkJIS4uDhsbG0pLS6WknFccT09P7t27h6mpKba2ti/sutOmTSMuLg5nZ2dKS0vF6uUZM2YQERFBWVkZly9f5vDhw+L3sKCggJEjR5KamioudkhIvCmkpqbi7u5OcXExixYtErcrZNFHjx5No0aNSEpKonfv3syZM4c//viDcePG8c4773D37t1n0o7i4mIGDBhASUkJenp6uLm5ceXKFaUg9erVq8Xvrru7u1jl//333zNhwoRa25uYmMiECRMwMzPj/PnztVbYZmRkcPnyZZycnFR+Vl1SPioqivLycjw9PZ9JHzyKY8eO0bBhQzHwPGPGDLZt28aoUaPIyclhzJgxLFq0iF69euHv78+ZM2f45JNPmDdvHj169ABgz549aGho0KpVK+zs7Dh69CgAAwYMYMeOHfj7+5OamsqyZcvE6xobG/Pnn3+SnJyMq6srjRo1wsDAgKtXr1JeXk7dunUpLS0FQFtbm5MnT7Jw4UKWLVtGq1atxEVPbW1tzM3N8fX1JSYmhqFDh6KmpvZYahyPy8Pk8vX09Pjtt99qbHdzc1NS+JB4dZESc1Qjk8mU1MuMjY3Fxc2NGzcq7asq2VkmkzF8+HClxVFVSQP/RkF29+7ddOrU6bEScyZOnEhISAg//vgj5ubmyOVy8fqKQh2Fwm3Lli2VbLaqW2upSvRbuHAhMTExlJaW0qFDB4BaLbyehvT0dDp37gxUFhXduXNHTBp6//33OXLkCO3bt+fSpUs8ePCAzMxM2rRpw7lz50hKSmLVqlUUFRUxZMgQGjVqpKROq8qmTLGtZcuWdOjQQeyfc+fOcfnyZVJTU3F0dFRq48Pszv7rPCoGoaenh5GREc7OzpiamtK8eXNatGiBpaUldnZ2dOzYES0trVrPU33b5MmTGTNmDGVlZZiYmDyTuenLmj/91zh79ix9+/bl9u3bbNq0iVGjRonxixUrViCXy1m6dKlYRHjw4EEaNGhAQEAAFy9epEGDBhw4cIDo6GixgC8kJARnZ2cSEhKYNm0aderUYfz48WKy1d27dxk+fDgLFiygY8eOL/P2H0lYWBiRkZHUrVuXiIgIjIyMWLlyJevWraN+/fqEh4dTv359Ro8eLc6Vp0+fTnBwMJmZmaSnp2NqaoqhoSH79+/Hw8OD2bNnc+XKFaVjpkyZQkREBLt27cLZ2Rlzc3PKysrIycnB2toad3d3XF1duX//Pnp6egwZMkSpcGvfvn2Ehoaira3N559/XuP99DpTVFTE4cOH2bJlC8uXLyczM7NGQur169c5fPgwSUlJhIWFER4eztWrV0lISCA/P59x48YpJecFBQXx448/0rp1a4YMGcK1a9dISEjg6NGjqKurv/Yq5t7e3vj6+uLq6oq+vn6Nzy0sLPDz86Nu3bpKxbRHjhxhw4YN+Pn5UadOHXF7QEAAH374IStWrEAQBEJDQ+nWrRujR4/mzz//pG3btuzcuZN79+6JayASEhKvP1JijoSEhISESqpWLNRGSUkJ+/fvp1u3bhw/fpzMzEw+/vhj9u3bx82bN5k5cyZNmjTBxcWFPn36MHv2bCIjI9HR0aF379789ttvtGnThv79+7Nw4UJxsbN6UHvdunXiz5mZmeLPj/KPbdKkCXK5HLlczqJFi1iwYAFFRUUsXrxYZWJO//79GThwIJaWlrzzzjts3ryZ4OBgevbsibOzM6NHj2bo0KGixDZUBsvS0tI4fvw4OTk5YiXZwIEDSUtLE2Xsz58//0z9ehXBueoBwmPHjjFnzhwSEhLYu3dvDdWI54WTk5Moh10dhW2WKqoGQasGbBX9q0rl4k2lahVoeno6s2bNEvspIiKCBg0asHbtWrZs2cKHH3740OrHqVOnPnQy/rQ0bdqUw4cPo6mpyfDhw0lNTeXkyZN06NCB9PR0Lly4wA8//ED//v1ZuXIlSUlJtG3blsLCQt566y3OnTv3WAFmBwcH4uPjGTp0KO7u7owYMeKRQfOhQ4cSGhpKZmYm/fv3f2b3LPF8OHjw4L8+5lk8a0NCQoDK90y9evVQU1PD0dGRKVOmiPsEBARw5coV8XuoqgpZQuJN4PTp0yQmJmJra0t6ejphYWEcOXIET09PiouLcXR05O+//8bKyopjx47RoUMHkpOTOXHiBK1bt2bJkiW8++67z6Qt1ZUGCgoKVAapq3539+7dq7LKXyaT8e2339K1a1fmzJnD119/TWRkJPr6+rz99tu1tiEjI4PY2FiViTmqqFpt+SLIzs6mfv36HDhwgA8//JCdO3dSUFBAcnIy8+bNY9++fbRt2xZ1dXU2btyIs7MzWlpawP+pQ2ZnZxMYGEhgYCC9e/cW5wve3t4MGzaMdu3a1UicHzNmDLGxsZSWluLt7Y1cLqdv376YmJgwf/583nrrLSwsLOjVqxd16tShoqICMzMzjI2NOXPmjPhsVyx2zp8/n99//x0dHZ0X2HsSL4PqCd/Lli1TUl50dXUF4JNPPuH06dPo6uqyYcMG7ty5g5+fH7q6umKl+OHDh5WS8czNzV/y3T1fqvfdwIEDa1TY3717t0Y/tWnTRuWirCLZUiaTYWtrS3R0NOPHj8fc3JzTp0/Tq1cvxo4dS0xMDHp6evzxxx94eHiQnZ3N77//zkcffYS/v7/KivzqCZF+fn5ERUVx7tw5fH19+eKLLx56r/r6+qxYsUK8ZxcXF1EFrbS0lMzMzMe21qr+2a1bt5DL5Rw9epTDhw+zYcMGgCdWDX4Ybdq04ezZs3h4eHDmzBnefvttkpKSgP+zHYTKd9Ts2bPFd42ZmVmNqvwNGzYotfFhNmWqPm/Tpg1dunQRiyMUyZOPOs9/kaqJaapiEFXHCVUtMBUEBwejqanJli1bREseVedRtU2R3PqseJL505vK3r17mTdvHikpKUrxi6oxLMU+MTExVFRU0KxZM9auXSsqRQcHB3Po0CGgckzn7OzMl19+yZ49e2jatCkVFRXEx8dTUFDAiBEjCA0NfeWTcq5fv84ff/xBQkICx44dIzQ0lLlz57Jt2zYSEhLQ0NCgoqKCSZMmMXfuXOzs7HB1dWXEiBFAZRLkmjVrcHFxwdXVlVmzZvH+++8ze/ZswsLCahwzevRoMe6qSAitqgzWokWLWpXB9u/fz9atWzE2Nn7tk0aqo1Bvt7S0JDAwEC0trRoJqebm5mhqaoqxa6hMrtTW1kZbW5v8/Hylc54/f178f8zLyyMzM5Np06YxatQomjRpwrx582jYsOELusMXT926ddm7d6/Stqqx6sOHD9c4xtjYmC1btqCp+X9L7VVVm6orNIHyc/9xrNYlJCReL6TEHAkJCYk3kA8//JCpU6fSoUMHvvvuO1q0aMH69espKCigQ4cOLFu2TKliISQkpIadTFRUFFeuXMHV1RU9PT2GDRtGTk4OZ86c4e7duzRp0oS+fftiYWFBamoqp0+fJjU1FS8vL6DSc/vmzZsASlVcz4Pq1X+gPDBWBFn8/f1rVE/WJodalcuXL/PXX3/VqCR7nqirq9caIBw2bBiBgYE0atTotZ4wvWlUrQKdNGmSuL28vJwvvviCs2fPcvfuXTHZ5GHVj4rPa5uMPy23bt1iwoQJ5OXlkZGRwc2bN+nSpQv79u3jgw8+IDMzk3/++QeoVFkAxGrYgwcPioskjwowl5eXi1UqlpaWeHh4PDJobmJiQlZWFlu3bq1R/Svx3+ZpbBWrn0dBeno6n332Gffv3+f8+fPcuHGj1uNe5+phCYlH0ahRI/bs2cOUKVPYvn07zs7ONGjQgGvXrnH48GHGjh3LnTt3uHjxomjx0759e9zc3EhMTKR9+/bPpB3VlQby8/NVqiY8Dgo1hfr16wOVVc6KJM927drVetzq1atJSEjg999/ByrfXQYGBmzdulXcp7S0lFGjRjFu3DjS09MpKyvD2dkZf39/GjduTHp6uqhw5+fnx9WrVzEyMsLIyOhfqU2oonnz5mIyS0FBAampqZSVlSGTyUhLS8PQ0JBr166hr6+PgYEBJSUllJWVAf+3AGtkZERSUhIpKSlKz11tbW10dXX59ttvmT9/vtJ1d+3a9UTtTUhIULnd1taWsWPHigukVZMyX7Sdyr+xUZL491RP+F66dCk2NjYEBQUREBAAwB9//FHD7mfQoEEqK8VfB8udx6V63128eFGpwn716tUMHjy4Rj8FBwcTGxurtCi7cuVKpXMPHDiQ4OBgevfuTXx8PJaWlkRHR6OpqUlMTAwODg4sW7YMMzMzNm/ezOLFi3FycsLf319lRT7UTIh0c3Nj5syZmJqaPvJeV61apVR1npaWhkwmQ01NjSFDhuDi4vLE/aivr4+2tjZOTk7iO+Z54e3tzYABA3B1dUVbW5vu3bvzv//9Dzs7O3R0dMT5y4ABA+jcubM4t1NVlf+0GBgY4Onpib29PRoaGjg5OTFr1iyV+yrszubNm8c777zz1Nf+rxEUFMTvv/+OhoaG0vte4tVFMc5TzN18fX3F+EVWVpbKfa5fvy4qeCvGP2pqaujq6gKgoaEhnr9p06ZK+23bto0PP/zwmSWjP08yMjLEpI/333+fuXPnkp6ejrW1tXiP6urqXLp0SSwatLKyIj09HUBJkUzxs7a2NuXl5bUeU53HVQabOXMmISEhlJWVERQU9NAx+uuGIpaWmprKqFGjyM3NrZGQ+ueff1JeXk5qaqqY2JmWlkZhYSH5+fni364CMzMzli1bRosWLSgvL0dNTY3i4mI8PT2ZP38++/btq2ElLiEhISHx75AScyQkJCTeQHx9fdm+fTuzZs0iKioKMzMzAgMDsbW1Zfr06SQlJSlVLHz//fcq7WTq1avHwYMH6datG9u3b+fOnTt4eXmxZcsWbt++TX5+PnFxcaSkpLBu3TqsrKzYvn27aFujqL5VTFS1tLQoLi5+qns7ffo0SUlJjBkzRqmiTxEkfB60adOGBg0asHHjRgYMGMCDBw/EKqWvvvqK2NhY/vzzTzIyMjA0NMTNzU1pkebq1asqF2IeRW0Bwvbt23PlyhV8fX3p2rUrDRs2ZNCgQWzdulXldZs2bcrFixeZNWsW4eHh3L9/n4MHD0pJPa8Y1atAmzdvDlT+zSsWItasWSOqSj2qIvRhk/GnZePGjXh7ezN69GiGDRuGTCYjKCgIb29vBEEgLy+Po0ePIpfL0dPTQ0dHBzU1NQYMGMDcuXOZOHEi8OgA88mTJ5kxYwalpaU4Ozs/dtDcw8OD6OhoGjVq9EzvW+L5U91LfdGiRXz22Wc0adIEDw8PcnJyiIqKoqioiPDwcJo3b86UKVPYvHkzZWVluLi4EBsby9q1a0U1tm+//RZra2ssLCwwNzenU6dODB48GICVK1cyffp0ZDIZPXv2VKrC09LSory8XPz9WdqoSEj811B8F4qLi0VrxJYtW/LgwQN8fX05ceIEmpqaSgsdqamp1K9fn5ycnIeq6/0bqisNtG/fvoZqwo0bN2r97lal+nZdXV2ysrLQ09Pj/PnztarieHl5cebMGaKjoykqKqJ+/frMnDmT2NhY2rVrR2lpKaNHjyYgIAAHBwelBYk7d+4QHR3Npk2b2LFjB926daNu3bpER0cTFhbGgwcPnrqPevbsycqVK3F1daWgoICePXty+vRpGjRogKOjIzKZjMaNG5OXl4e6ujrdunUjIiKC48ePi5Zj6urqrF+/nsGDB4t2sQoGDx7MzJkzn+vCrMIWs3ryj8TrSfWE73bt2onPGUWBR9WFPoXdD6iuFH+TUNV3VSvsFZXf1fspIyNDHEsrFmWr06lTJ9GyRxWKxdgWLVqI+yqeq6oq8qseo0iI/Dd8+umnNarOg4KClH5XFOdULdxRpdqqKtFPlbros1TEVVC3bl127tyJpqYmEyZMwMTEhGHDhtXYr2PHjmLSJFT2WfWq/K5du6psb1WbsqrbVPWPn58ffn5+jzzPm17wEBYW9rKbIPEvqTrOy83NxdraGkNDQ2JjY1UqQQmCgJmZGSdOnKBPnz5iUUhFRYU4PlKML9XU1Lh16xZNmjQRiz78/Py4du0au3fvxtvb+0Xd5hNhbGwsJn0olLpMTExISUlRum8TExOSkpKwt7cnJSVFLCB7WCxK1THV59UKHkcZrKysjLVr13L8+HGWLFlSI4n0RVFWVsaIESPIzMzE0NCQoUOHEh8fT1hYGB4eHqxZs4bWrVs/02tqaWnh5uZGUVERO3bsIDw8vEZCarNmzfD29ubmzZti4Vrr1q1F9boVK1YonXPevHn4+/tTXFyMlpYWO3bswMfHh/v37wOVCWYSyjyPZO+HWSMrWLBgASNGjMDQ0PCZX19CQuL5IiXmSEhISLyB9OrVi7CwMMaNG4eOjg7nz5/nyy+/RE1NjXv37mFjY6O0v6qqBKisuNXQ0GDixIm0b9+eBw8e0KJFC7KysmjatCkFBQW4uLjwySefcPz4cebOnYuXlxcVFRU0btyYHTt2KF2nqs+qYgHl32JpaflE9iGPkmDOyMhg5syZKiUo9fX1ef/997GwsKC4uFisbC4vLxftE9577z1CQ0MJDw9n3759NRZpqi/ETJ48uda2Vg2U1WY/1KRJE/Ly8kTrI0EQGDlyZK3X3bx5M+vWrePQoUPMnz+fgwcP8sEHH/zLXpR4nlSvAv3pp5/w9fVlyZIlpKWl4ebmRuvWrR97UvawyfjT4uTkxMiRI9m9ezdQqSwQEBAg2gPt2rWLBQsW0LBhQyZOnCiqBXTs2JHZs2eLiWmPCjDb29vXCIg/TtBcTU2NoUOHPv2NSrwUqlZ6Hzp0iBs3bhAdHY2Ghgb3798nMDCQtLQ05syZw4YNGygsLKSgoIDjx4/j7OxMbm4ukZGRxMfHi/aDu3fv5tq1axw/fpyGDRuSkZEBgKenJx9//DEdO3ZU8gqHynfg7du38fX1ZfXq1S+hJyReJs9Koel1QUNDAzc3NzIyMhgwYICYbFJSUoK3tzd6enrcvn1babw1a9YsBg4cSPPmzTEyMnom7VClNHDv3j2lIPWYMWOUvrtVq/wfxqxZs+jbty+mpqY0adLkkXZVhYWFBAQEkJmZSU5ODu3ataNdu3bEx8fj6upaQ80RKhda1dXVMTQ0JC0trYYCkEKF52moU6cOXbt2paysjNu3bzN06FBsbGw4fPgwDx48oLy8nP79+xMZGUmvXr1o2bIlEyZMICgoiJ49ezJ69GgiIiLQ1tYmKioKmUympCr5It6x77zzznNZEJd4Name8P3OO++QmpqKh4cHKSkpdOvWDRMTE9FKpKrdj6pK8f+65c6/oXrfOTg4iInuVfukej+pWpStTvV+VCysKophaluYBdUV+StXrqz1nG8anp6e3Lt3D1NTU2xtbV92cyQkXnvU1dXZtm2bymddVby8vNi7dy/29vZoa2vz22+/MXv2bFxcXBAEQVTzDQ0NpW/fvtStW5fx48fz1ltvoaamxqpVqxg8eDCNGjV6oYrb/5bmzZvTtm1bunfvTp06dVi3bh0GBgb4+PjQvXt36tevT3h4ONOnT2fUqFGUlJTQt2/fx4pFqTpGJpMxY8YMEhMTleYEj6MMtnPnTk6cOMG9e/dYvHjxM+0HuVxOdHS0GMd6GLt27aJjx45s2rSJkJAQ7t+/T05ODkOGDOHWrVs1knIUhaRPg6WlpVLbgoKCaiSkqkoaUbzfq6Joi6mpKQcOHFD6TLLHe/E8jjXyl19++QJbJCEh8UwRBOGV+ffee+8JEhISEhIvBj8/P+Hzzz8XNm7cKHz66afCqVOnxM9KS0uFkJAQISoqShAEQVi2bJmwfft28fOSkhLh559/FtasWSMIgiCcOnVKGDVqlCAIgrB69Wphzpw5giAIQo8ePQRBEIT09HTx82dBXFyc0K9fP8HLy0vo0aOH8OuvvwpOTk6Ch4eHEBsbKwQFBSld38HBQSgtLRVu3Lgh9O3bV5DJZMKECRMEQRCEOXPmCKNHjxZ69+4t3Lhxo9ZrpqenC8OGDauxPSoqSggJCREEQRBCQ0OF/fv3C4IgCOHh4UJYWJjQvn17wcHBQXBwcBAGDx4sFBQUCEOGDBHs7e0FMzMzISIiQkhPTxeGDh0q3ltwcPBT9Y+Hh4ewcOFCITMzU5gwYYIwfPhw4ciRI4+87owZMwRBEISff/5ZWLt27VO1QeLVR/H9eNNYvny54OzsLJSUlLzspkg8AXFxccIXX3whCIIg/PPPP0KvXr2EIUOGiJ+Hh4cLdnZ2goODgyCTyQRBEISffvpJWL9+veDn5ydcunRJSExMFIyMjMRns4ODgyAIgmBra/vC70fi5RMXFyeOGwSh8h146tQppe2K52VcXJzQt29foU+fPkJkZKRgZ2cn2NraCgcOHBCOHTsmTJs2TRAEQbh165bQr18/QRAEYe7cuYKDg4Pg6OgopKenC+np6YKjo6Pg4+MjWFtbC1evXhUEQRBGjx4t9OrVS/Dz8xPHUWvWrBF69uwp9OzZU0hKSnpRXfKvqdpXVceHc+bMERYuXCh06tRJ6Nevn9CvXz8hLi6uxv4///zzM21PaWmpIAiCMH78eOH48eNPfJ6KigrBw8ND6NKli7Bv3z7xvPfu3ROaNm0qGBkZCU5OToKTk5NgZ2cn2NnZCbNmzRK2bdsm6OvrC5s3bxY6deokyOVy4YsvvhBsbGyEbt26CUZGRsKMGTOEMWPGCF26dBHeeecd4ZNPPlEaa8bFxQlz5swRTpw4IYwfP14QBEFYuHCh+LfxrHhY/yvud8GCBcLGjRsf63zbt28XevToIeTm5j6rJko8hMmTJwtlZWUvuxnPneTkZKXnSFRUlNCnTx/BxcVFGDRokPg3PHHiRKFnz56Cu7u7cOfOHSE9PV1wcHAQ+vTpI3Tt2lVIS0sTBEEQhgwZInzwwQfCuXPnXuJdvRiq911cXJzg6ekpuLq6Cg4ODkJubm6t/TR//nzB1tZWcHBwEDIyMgRBqDm/VvwsCIKwdOlSwc3NTdi+fbswatQo4eLFizX2VRx/8eJFwc3NTXB0dBRcXFyEgoKCGscIgiBs27ZNcHJyElauXPn8O0tCQuKNJi4uThg2bFiNsZggCIKFhYUwatQooVOnTsLOnTsFDw8PpXF8586dhcGDBwvW1tbCyZMnBUEQhL179yrNFQRBELp27SqMHz9emDJlyou/QYmHEhcXJ/Tp00d8N926dUvo37+/0Lp1a8HT01PIy8sT0tPTBZlMJnh5eQldu3YVLl++LAhC5f9/586dhbZt2wonT54Uli5dKvTs2VM4duyYI44yFwAAIABJREFU0LBhQ6FVq1Y1rve08bjqc9iq84gff/zxqc4t8fIZMmSIYGRkJADC3r17hfPnzwv6+vpCRUWFMGvWLCExMVEcN+Xm5goymUxwd3cXvLy8hLi4OCEhIUGwsbERHB0dpb8HCYkXBHBKeMxcGEkxR0JCQuINxdfXl4EDB5KdnY2zszMBAQHk5+ejrq7OmjVrlCoWvvjii4fayZiZmT2RYsfTIAgCe/bsYf78+Zw8eZKYmBgCAgJISUmp9ZgFCxbg6upKVFQUUVFRvPfeezg6OhIfH4+hoSHjx49n69atHD16VKyKUFQAq6pqzszM5Ouvv2b58uVApX1C1erNDh061LBPiIyMpH379mzcuJGgoKBaJXKfhv379wPw4MED0fqobdu2TJ8+/aHXlWxYXg8iIiIwNzcXpf2r8jhyqK87EydOFK2yJP6bVPVS79WrF3/99Zf42YoVK0hJSeHSpUt8+OGHAPj4+DBs2DBKS0sxMTFBR0eHLl26iLaMpaWlAJL6ySuK4j1c1WqiNvLy8oiNjRUV356kElFxndokqUtKSvjtt99wcnIiNjaWiooK3N3diY6OZsaMGQBERkbSr18/zp49KyrnnTt3jtDQUAIDAx/Lrqg2ZadXkdosQYKDgwH44osvVB5Tff9nxbNSGsjOzkZHR0ccVx05coTZs2dTUFDA5MmTKSoq4uuvvxbtqkaMGEF6ejq+vr5oaGgwefJkdHV1+eabb7h+/Trvv/8+X375JQMHDqRTp05s27aNSZMmoaOjIz6HqtO1a1fCw8NF5ZpnbQ/1sP4fM2YM6enp6Orqis/LR+Hj4yPaC0g8f5YtW/aym/BCsLKy4uzZs0rbXF1da+ynmJMpyMvLo1WrVjXUF98ky53qfSeXy2tU2BcUFKjsp8DAQAIDA5W2Kd6pVd+Rip+rWklVfQ5U3fdhFflVlbcUx/j6+uLr6/sYdyrxKlDVVlyikupj00mTJj2xOrTEyyM7O5sTJ06QnJzMxx9/zKlTp9i8eTNbt25l6tSpXL16lYSEBPLz8xk3bhyRkZEsWrRIaa7g5uZGbm4uQUFBj2VdL/HiqarMu3z5coqKirCwsODKlStYW1vzxRdfcPbsWa5fv87cuXPx9/fn559/5u+//8bKyors7GzRPjIrK4s5c+ZgZ2fHqVOn6NevHzk5OWzatIk2bdqI10xMTGT69OmUlpYyduzYGtaBtVF1/lWdn376CX9//2fRJRIviYCAAExMTPDx8WHr1q3k5ubSpUsX/v77b06fPs2sWbPEfdeuXcu4ceMYPHgw7u7uAPz2229KCvoSEhKvFlJijoSEhMQbioeHB/fu3QNAR0eHXbt2KX3epk0bjhw5Iv7+MDsZbW1tlQtfqrzHnxUK//mWLVtiYGAg/mxhYUFcXJzKY86dO0d0dDRXrlyhbdu2oqfxsmXL6Nu3r2jxpKWl9VhtMDQ0VLpvb29vfH19cXV1RV9fn0aNGtG8eXMl+wQPDw/mzZvHqVOnaNSoEe3atXvKnqidqtZH4eHhfPvtty/kuhIvl4ctslWVQ5UsICT+q1T1Ul+8eLFSYo6NjQ329vbY29uL23R1dalXrx7Ozs4AGBgY4Onpib29PRoaGjg5OSkFNiT+u+Tl5bFz584nsmK8e/cuw4cPp169egQEBIhWHNWxtrYmNzeXc+fOiX9TN27cAKBz586kpKQQGRnJ2rVriY6ORi6Xi0HTFi1aAI9nV3T58mVSU1NryNxHRERw/fp1ysvLa0iVq0Imkz0X3/tXmWcltz5t2jTi4uLQ1NQkPDwcZ2dnNDQ0MDEx4ZdffsHNzY3CwkIsLCxEmy6ZTIauri75+fkMHTqUjIwMzM3NOXnyJLdv3+aff/4hPz+fadOmYWtrS0hICO7u7gQFBWFsbCyOt6sG29esWYOmpiZhYWHPzPLrcVi3bt0Lu5ZETSoqKggICODixYs0aNCAzz77jJkzZwIQEhKCs7MzMplMLCa4du0aGRkZGBsbs3bt2pfc+teTf/v8lZB403hSW/HXmepjUykp59VGS0tLTJauuphtampKvXr1aNmyJR06dEBdXZ2WLVuKFkumpqZoa2ujra1Nfn6+yrmCIAg0a9ZMSsp5hbGysgIqn2VBQUF4enry999/s2XLFj766CPS09Np1qwZmpqaGBkZiXPAOnXqcPToURwcHEhKShK/7w0bNuTevXsUFRXx1VdfUVRURFhYGOHh4eI1Z8+eTWRkJDo6OvTu3Zthw4bVsNCWy+UsXryYsrIyiouL2b59Oz/88AOxsbGoq6vz008/iftGRkZy9uxZZDIZQUFB9O7d+3l3m8RzpHPnzsyaNYv8/HymTp3K0aNHqaioUFq3SE9Pp2/fvgDiO3jixImEhITw448/MmnSJGxsbF5K+yUkJFQjJeZISEhISLxyFBcXM2DAAEpKStDT08PNzY0rV66Ikw6Fuo+TkxN3797l5s2bYlb4L7/8glwu5/jx4xQXFyud18zMjH79+nHp0iUWLlzIX3/9xYgRI1i6dCmLFi0iJyeHdu3aYWxsLB4jCEINr/vaqFu3Lnv37q2xvXrgNjk5ucY+VRdigoODKSsrq3VRUEFGRgYzZ86skTSloGrVIsCoUaMeet3nWb0uUZOsrCxRxaNz584MHz6cKVOm0LBhQ4YPH469vT0jR46kbt269O7dmxkzZhAWFkZkZCR169YlIiICIyMjVq5cybp160Sf702bNtGzZ086duyodP4VK1awevVqEhIS+P3334mJieGrr75SmsxX/duXkHhVqV7pXfUZuGbNGpXHaGlpMXDgQPF3Pz+/GtVoUrLaq0NJSQkDBgyguLgYfX19XF1dazyvDA0NcXNzo7S0FAMDA7Zu3crq1as5fPgwMpmMbdu2UVBQwMiRI0lNTWXdunUYGRnxwQcfoKamhrm5Od999x1QqRYwYsQIQkND2bZt20Pbpq6uTtOmTTE3N+fgwYNoaGhQWlqKmpoavr6+/Pzzz5SXl9O4cWPMzMxqKOdlZmbWUKirmgx95swZoDJBWpWyE0Dz5s0ZPXp0rWpCUVFRlJeX4+np+eT/CRLic8bZ2ZmysjIAUe1o7ty5JCQk8MMPP9CoUSMuXbqkVLWqp6eHkZERCQkJDBw4kKZNm/Ljjz8il8vp0aMH+/fvJzc3F3d3dwICAliyZAkrV65U2Y4nUa6ReDqqqj4olLcUSTCPGp8/K/bs2UOzZs1Yu3YtFRUV2Nvbc+jQIQDc3NzExT4F7777LmvXrsXFxYW8vDz09PReSDtfZaomuz0rFM/f/yqqKuyfRz9JvH5ERERQVlbG2LFjCQ4ORiaTsXTpUioqKrh9+zYHDx7k1KlTYrKgqnmrhYUFFhYW4risehLP06q7RkREMHLkyIeqYJaVlTFixAgyMzMxNDRk3bp1TJw4UUyCPHDgAAkJCUybNo06deowfvx4Hjx4UOPegRoL5To6OrWOTbt168a0adNYsmQJx44dIzo6WmWypa2tLT/88AOLFy8mICDgifpB4slp2LAh//zzD4CS2tijlKbT0tIoLCwkPz8fXV3dWucKkkLrq01VZd4RI0Zw4sQJrKysOHXqFJaWlhw5coSbN29SXl7OlStXxCLRsrIyysrK+Pzzz/nyyy/ZsmULCxYsYNu2bbRu3Rp3d3csLCwoLi4mLS2txjW9vLwAyM3N5ebNmypV6Kur+ahSZQXw8vLC3Nz8mRVm/Bv12kfFqCUeHy0tLcrLy9HQ0EBdXZ28vDxkMhmzZ88mNzcXe3t7UXmpTZs2nD17lpMnT7J//366dOnC6tWrRQX9MWPG1FAplJCQeLlIowEJCQkJiVeO3bt30717d6KiotDX16egoECcdCxfvpwNGzYAlYsjEydOpHfv3uzYsYOcnBxyc3MZMWIEy5cv5+rVq0rnnTFjBuvXr2ft2rU4OzsTFxeHnp4erVq14siRI/j4+CAIAo0aNSI7Oxughmz6q4LCk1Liv0vTpk05fPgwx44d4+7duyxfvpywsDBiY2Px8/NDLpcTEBBAXFwcgYGBXL9+ndjYWBISEvjqq68IDQ3lxo0bbNu2jYSEBOLi4pSUkKqf/+LFiwQEBDBixAhiYmKULFaWL19ew6JOQuJ1ISAggGbNmolqJRKvPrt378bGxoaoqCh0dHRqjANCQ0PR1NRk3759xMfH06FDB2JjYwkICKB3797I5XIMDAy4fv26GJRat24dycnJGBsb06NHD7799lugMoll48aN6OnpsWnTJgAxqfXQoUOUl5fXaJ+6ujpTp06lV69eODo6ivvb2dmxc+dO+vTpA4CFhYWonOfo6MjPP/+s8n67du1KUVERvXr14syZM2hpaSkpO8lkMszNzXFzcxPVYIYPHw5UJhDY29uL4yaAK1eu8PXXX/Pll18+q/8Sif+PQu2oS5cuXLx4kV9//ZXc3Fz69OlTY7Hlq6++4v79+/z1119MnDiRW7duifZ758+fZ82aNeTk5DBp0iQGDRpU6zXXrVtHfHw8+/bto169es/7FiWoTAB92VYsFy5coHv37kDlM0dNTQ1dXV10dXXR0NCosX9VNdH8/PwX2tbXhU8//ZTy8nLkcjmXL18GKu0BLC0tazx/S0pK6NOnD8bGxuIivaI6/f3332fNmjUMHz4cCwsL8bjQ0FAcHBzo2rUrKSkpZGdnM3jwYKByUe9NtpqV+O+yd+9ePDw8iImJEbepmrcqtlcdl1VHoe5alYqKisduS0RExCP337VrFx07diQ+Pp53332XXbt20axZM44cOSJaV3755Zfs2bOHuLg4BgwYUOu5ioqKOHDgAOPGjWP16tUPHZsuWLBAqUArODiYQ4cOcejQIWbPni1u9/X1xcrKivXr1z/2fUs8OxSJ1c7Ozvz999+PfVzr1q3x9/enb9++zJ49u9a5gsSrjUKZd8WKFXz88cfUrVuXNWvWsHHjRjp16oS9vT2ampp4e3uzdu1aPDw8AGjQoAH+/v7MmDEDOzs7oDKR99atW3h4ePDnn39SXl5Oamoqbdu2VbqmlZUV+/fvRy6Xk5KSojIpR7EfVI5Rf/75Z1GVdcKECdy9e/c59orEy6BTp04kJCQwaNAgrKysMDAwoG7dulRUVNCyZUvi4+PFJMGxY8eycuVKFi9ejCAIvPXWW+jp6WFvb0+fPn3+0wnlEhKvK5JijoSEhITEK0d1S4f8/PwaVhCff/45d+7cwd/fHxMTE44cOYKjoyOzZs2isLCQY8eOifYPikoBAwMDQkJCWLRoEWVlZWzfvp1169bRv39/+vTpI1o8de7cmaysLDw8PGjSpMlzv9/qUvUKoqKiCA0NpbCwkE8++YSRI0cSHBzM//73PzIzM5k3bx5QWUU/atQoxo0bh4ODw1O3JyIiAnNzc957772nPlf18z6qgu1N4tatW6L/dEZGBuvWrWPLli2i1OjAgQMJDg5m2LBhDB8+HH19ffF78f777zN37lzS09OxtrYWF2iq9m3182dlZSld/9y5cyotViQkXmUe5qVeG6tXr34+jZF4bly+fFkMPr733nsqxwGFhYUEBASQmZkpKt5Vt2lUyM4bGhqSl5eHg4MDv/zyC7t378bMzIwRI0bg5uaGhoYGKSkp3L9/n3fffVc83sXFRWkBvOrfn4eHhxiMVaCurs61a9eUtgUFBdVQzntcuyKFstPWrVu5ePEiQUFBjBkzhm+//ZacnBzKyso4efIky5Ytw83Njffff5+zZ8+ycuVKpk+fTtOmTVm1ahW+vr6kp6ezZ88eWrVqhZ+fH1evXsXIyAgjIyOCg4P//X/SG4oiAKqtrY2fnx/u7u789NNPrFq1igULFlBUVISxsTHt27cHoF27dgwePBhNTU06dOhATEwMPXv2xNzcnNatW7Nz506SkpJe5i29scjlcpYtW4YgCOKY6aeffqJevXp8/vnnxMTEKKmzvWjMzMw4ceIEffr0oaKigoqKCnHhRVXCoKoKfol/x7Jly4DKv42ePXtiYmJCcnIybdq0YdeuXUrqFVeuXKFp06aMHj1aaf7l6+vLzJkzadWqFX///Tfl5eWMHz8eV1dXJk+eTGBgIGlpacyZM4cNGzZQWFhIQUEBx48fr6GCJCHxKqHqGaNICFSMsxo1agRUJthUn7dCzXFZdaqqu1ZUVNCkSRM8PDx49913mT59OqWlpYwdOxY/Pz9CQ0OJioqiqKiI8PBwSktLOX36NL169cLf359ff/2Vw4cPA+Dk5MTBgwfR0tLi0qVLWFtbi21LTExUSoJU0LRpU3Fbbc/Xqgvlhw8ffujYVHFvV65cYebMmaipqbFz506gMp7j6OjIX3/9RXJyMurq6giCwMaNG0lMTGTOnDkqFR8lni3FxcXUr19fyRZIgUJZtTbbUR0dHbZs2aJ0jKq5gqTQ+mpTXZn3008/FdVw1q1bx9KlS/n1118pLy/H2dmZZs2aAZUJPVu2bEEulxMdHS0er62tjUwmY+PGjXh7e3Pz5k2x0FTB3Llz8fLyoqKigsaNG7Njxw6Vbauq5jNq1Chyc3NrqLIqeFzV99pQpV47c+ZMQkJCRAUdmUyGv78/jRs3FueZCp51jPpNpFGjRsTHx9fYbmZmxuHDh/Hz8yM3Nxd/f38sLCyIjY3ll19+YcmSJWhoaHDq1Cni4+OZPHkyK1as4IcffmDDhg0YGRkRHh5OREQEDg4OJCYmIpfLSUxMrPGelZCQeH5IiTkSEhISEq8cChlGDw8Pzpw5Q/v27R/LCkKVZYQqqk+2VFlLqZJ5fF5ynNWl6hXVkvb29ri5uVFWVoZMJmPkyJHA/2PvzANqyv///2iTpVTWaFAN0RDZtUpRlMkWDaVCYhrr+Nq3GDQhM8belGVICINsKblFlkiIYQbJUrJVlKXt9vuj3z2fe+syxm7mPP5xnXvOue/TrXPe79f7+X4+wcTEhHXr1pGenk5RURE+Pj74+fm9swHP+1LTr1+/Hk9PT1GY8/+RDc59fHzw8PDg2bNnClajO3fuZMmSJRQWFmJlZUVUVJQwGD9z5gxffvklxsbGpKSkIJVKUVVVVVghWP78paWlgh0q8Np/LyIiIiIfGiMjI86fP4+zszMpKSmYmppWuF+NHz8eLS0t4uPjmT59usI9TiYEVVFR4ccff8TOzo7S0lJKSkoYOnQoDRs2ZOHChURGRvLkyRMMDAyYMGECo0aN4uHDh0I7Nm7cSEBAALdu3cLX15f09HQMDQ0JDQ3l+vXrDBo0CH19ffLz8wkLC3urOMBXxRXJC5VUVVUxNjamefPmqKiocP/+ffz8/NDV1SU9PZ0bN25Qq1Yt1NTUaNGiBcXFxWzbto2IiAh27NhBp06d0NTUJDY2lqCgIJ4/f/7Gbf5cyc3NJS4ujr59+771uTp27MiqVatwcHCgUaNGgqjqVUyaNAlbW1vMzc2pW7fuW7dB5M0pLS1l9+7dLFiwgKSkJA4fPoyfnx8pKSkfu2m4uroSFRWFra0tWlpazJo1C0dHR0pLS5k7d+7Hbt5nzcSJE/H29iYzM5PJkyeTkpKCt7c3p0+f5ty5c6xfv57ff/+drl278uDBA7Kzs3F2dubWrVtYWFhQUFDA8OHDycrK4vDhw9y/fx8VFRUuXrzIjBkzhFX2AwYMQCqV8uLFCy5dusS4ceMoKCjg1KlTmJmZERcXR5UqVZgwYQKxsbE0bNiQY8eOsW/fvreeVBMRedfo6OgIbsKpqal06dLlpYIVQ0PDCuNW+HsBoZ+fH8bGxvj6+uLi4kJsbCxqamo4OTmxZ88etLW16datGx4eHkqFbubm5kLk4NGjR7l27RolJSU0btwYDQ0NAIyNjUlOTsbFxYUzZ85UEEHKhDiPHj2iZs2aSKVSpdcOihPlX375JdHR0ZiYmLB58+YKfdMRI0ZgbGwsTF5LpVKhD1ZSUsL9+/f56quvGDJkCOHh4dy/f5+TJ0/yyy+/EBsbK0Sei8LL90NGRgY//PADK1as+NhNEfmEKL8oKD09HXt7+wq1YZkgX37/yMhIvL29MTExURorJRNpdejQQcFx7GXI3HxevHjBjh07WL16NXZ2dqioqDBw4EAcHR2FfTt06EDv3r2ZMGGC4ODzT5C5106fPv2VkXqyiF/ZOLNXr17vpUYt8j9kcxlfffUV+vr6DB48GC8vL9q0aUNeXh7NmjVDX19f2D8wMJCqVasSGxvLmjVrmDNnDuvXrycxMZEzZ85w6tQpAGbNmlXhOVupUqWPco0iIv8FRGGOiIiIiMgnR+/evenfvz9OTk5oaWlhaWlJfn7+SwcdMuQjI2T7fQ653OWt6mUkJyczZ84cioqKuHTpkrBd3skmISEBJyenf+wgIc/w4cP5/vvvMTU15ZdffmHNmjUsXboUdXX1CrnxVatWVXD3OXDggFJlvSwfPTY2lpEjR2JmZiasYPP19WXw4MFv3N5/C/b29nh5ebFr1y4A/vzzTwIDA8nPz2fy5Mns2bOH5cuX8+zZMzw9PdHX16dLly5YWlpSqVIlNmzYQO3atenXrx+WlpZUqVKF1atXv/T8ULaqcerUqbi7u7N169bP8u9FRETk30/v3r1xc3PDyckJPT09dHR0KtyvpkyZgqurq4Ljnb6+PtnZ2UycOFFYoTplyhTS09MBSEpKYvTo0Tx48AAtLS369OnDunXrGDJkCGpqajRu3JiAgAB8fHyIjY3FyMiIzp07M3ToUHR0dAgNDcXR0ZHc3FwWL17M0qVLad++Pebm5nzzzTecPHnyja9ZWaSDDHmh0oULF7C0tOTBgwdYWlqSnJyMkZERPXr0ICQkhF9++QUTExOkUil//PEHVatWRVVVFQMDA65du1bBlfDEiRNv3ObPldzcXHbu3Pm3whz5VdEylK2Slq0clUdWbJcvxMteOzs74+rqSkZGhvjc/cjIxz/Vrl1beN2qVSuOHDnyMZuGqqoqYWFhCtucnJwU/i/7nZJ3vVL2+yiiiKWlJYmJidy9e5d69eqRl5fHvXv3qFOnDqqqqvj4+GBtbU3Xrl359ttvycjIYP/+/ZiamnL79m2uXbvG2LFj8fLyokePHiQlJdG1a1ekUim7d+9GXV2dRo0aER8fT2xsLEOGDOGrr77i1KlTnDt3Dm9vb7Kysjh+/DjDhg1j8uTJQoTW8OHDuXDhAq1atfrYPyYREQUcHBxYtGgRp0+fRl391dMJysat/5RWrVoJroXnz5/H1dUVgIcPH/LgwQP27t1LeHh4BUcbGR4eHmzZsoWSkhIGDhwobO/Tpw+enp7Y2tpSr149Jk6cSExMjCCC3L9/P4GBgXz99ddoamoycuRInJ2dlV57+Yny58+fM3/+fM6cOVOhbzp79mzatWsnHDtr1iz8/f0pLS1l9uzZREdHKzjc3rp1S3Aa6ty5MwkJCQwaNIgePXowePBgrK2tOXbsGOPGjSM4OFhpxOH7ckL+N2JgYPBWbjaiE87nz+s48yobG4Dy718WjfeuKL/A9FWurMHBwW/1WeXda2/evCm8V1paKtxzZRG/snEmvJsatcjfc/36daHeYWlpiZOTE0VFRRQXFyvst3DhQg4fPkxRURGmpqY8fPiQhg0boqamhrm5ubCfsufsy2LVRERE3h5RmCMiIiIi8smhqanJzp07UVdX59tvv8XY2BgPD4/XioJQNjiR501iUN435VdpyVi4cCGhoaEYGBgoxHPIi3ccHBxo2LAhy5YtY/To0W+0CtzNzY3t27czc+ZMDh48WMFuNyoqivnz53P48GGkUqmCuw8oV9YDQhRTt27dSEhIUFjB9j6R2ccqix+QFbA+BVq3bi2svJNRPnvc3d1d4f9Tp05l6tSpCtv8/f3x9/cX/i8/OVP+/ICCHerf/b2IiIiIfAw0NTWJiopS2DZ8+HBWrVoliEidnJxYunQp9vb2+Pn5sW7dOrZu3coPP/yAo6Mj/fv3Z8SIEfj4+DBjxgzs7OyYM2cO2dnZ5Obm0rZtW2bNmsWzZ884f/48e/bs4erVqzg4OKCrq1uhTfIT+I8fPxYELjJnmhs3bry3n4e8UElNTY3bt29TuXJlzp49S0FBARKJhMOHD2NoaIiPjw82NjbMnDkTVVVVcnJyOHjwIGpqaoSHh6OtrU1ubi7+/v5cuHDhvbX5Y1FQUED//v0pLCxEV1eX7t27c+vWLeLi4lBVVWXt2rWEhIQQExODnZ0dW7duxd3d/YPGQ2zfvp1Vq1bx9OlTMY7iIyM/mStGQf13sLKyYuLEiUilUjw8PNi9ezd169ZVmHiS0aZNGxITE4X777Nnz8jPz6dOnTp07tyZtLQ0TE1N0dPTQ0tLSzguIyMDGxsbioqKKCwsREVFhRo1auDk5IS5uTnXrl0jOTmZ//u//0NDQwMLCwuAl0b8iIh8bLS1tUlMTFTYJquryDvuyrYpG7fKxwEpExHKu7vK1zxat27N9u3bqVatGkVFRWhoaLBy5UpSUlK4fv06w4cPVzheXV2dzp078+OPP1JSUsLMmTMVPqN85FB5EaSVlRXHjx9X2Ca7dlm9pUaNGhUmyqHMjdna2pq9e/cybtw4Bg8eTHR0NImJiezdu5eNGzeybNkynJyc6NWrFy1btqRz587ExMQoiHnj4+Px9PRk+/btqKioCE5p5ubmCoucZBF8ynhfTsgiIiL/bsq71zZr1kzBNUy2yENZ37l8jfrfhkQiQSKRfPQoaJn7W/PmzTlz5gy+vr5cuXJFYZ9Hjx4hkUg4evQoMTExhIeHU6tWLW7fvo1UKlWoBSh7zoqIiLw/xCwJEREREZFPEhcXF6ysrHj27JlQqPy34urqyt27d7G1taVnz57C9j59+tCrVy98fX3R09N76fFz587l8uXLbNmyRVgF/k9wcHDgyJEj3L9/H21tbapVqya8Vz43Xpm7j0xZ36VLF7Kysnjw4IFwrKZoiLLEAAAgAElEQVSm5t9GV507d65CMUyGtbX1P7oWEREREZF/JzIRKaAgIpXFQcbHx7Nv3z46dOiAubk5hw8fruDOpquri729vbBabMSIEUilUh49esTp06epWrUqX3zxhcLkqowrV65gZ2fH/v372bZtG0ZGRqxatYo2bdpw6NChCqvTXof169e/lruFpqYmGzduZMSIERw5coSCggL27dvHpUuXMDc3586dO5SUlPDdd98BZSurdXV1OXr0KG5ubixatIj79+9TtWpVkpOTsbW1xcHBgQsXLvzrim67du3C0tKSgwcPoqenR15eHhkZGUgkElasWEFgYCB+fn5069YNiURCamoqdnZ2HDlyhKVLl36QNn7zzTfEx8dz5swZoU8lIiLy4ahTpw53795FQ0MDKysrFi9erPC3KC8O0NDQYMyYMURHR+Pm5kb37t3x9fXl8ePHHD16FDMzM2bMmIGKigpeXl6oq6vz6NEjjI2NOXr0KD/88AM9evQAwNfXF21tbcF9raCggMqVK6OmpqbgpCEKw0TeB+np6cTFxQGQlZXF/PnzX/tY+fH62rVrhe1/N1b/pwuiWrRoQWJiIpMnT1bYPmfOHKHe8M033wBlUS22trasW7dO2M/FxYXevXuzY8cOVFVVadmyJWZmZu80Svvv6i0SiYTLly/Tq1cvzpw5w5YtW3BwcGDOnDns3LkTX19fMjMzadKkCRcvXuTq1av07t2b2NhY1q5dy7Vr10hJSWHChAnUq1cPLy8vxo4dS/Xq1alevTodOnRQ+Dw7OzuKi4sJCAjA19eXrl274uvrC5Qt2ImNjX1n1y4iIvJxsLOzU7rw8H3Ru3dvjh8/jpOTE7m5uVSvXp3MzEycnZ2Feu+rkK9Ri7wf/Pz82LJlCzY2NmhqatKpU6cK+8hE4/b29oKDk7q6Ot7e3lhaWrJ582ahFqDsOSsiIvL+EB1zRERERD5x0tPTGTduHFpaWkotM9+ET0Xh/Sqio6M/dhM+GMqs6gGGDh3K0KFDhf9LJBKSk5M5deoUCxYsICIiQhD01K5dm/79+zNz5kxhFXhkZKRgy/8q1NXVMTQ0ZNGiRfTu3Zs///xTeK/8CghlGewvU9aXt5SWX8Emj7m5uYKF5rsgPT0dT09PNm3apPT3fcyYMVhaWuLu7o6/vz9//vknVapUYdOmTa8UQYmIiIiIfBwcHBwICgpixIgRCiLSl8VBKsPIyIh79+5RpUoVpFIpS5cu5fnz50RGRtKxY0cuX77Mo0ePqF27Nnv27OHWrVuUlpbStWtXNmzYQFxcHGPGjGHXrl2EhobSoUMHbGxsqFSpEllZWe/1+uXjl6KiorC2tqZnz57CikUzMzO0tbUB6NmzJ1OnThUmZu7fv8+gQYPIysrCw8MDc3Nz1q1bR1BQEA0bNnyv7f7QlI/qevz4MRKJRJgcrFevnsL+yuIhRP4byLtoyrsKyPqLXbt2BZTHkol8/tSrVw8zMzMMDQ2FaMCIiAig7Hdj2rRpnDp1Suk90tfXl379+vHbb7+hqalZ4X35iRDZ/QjKXDgiIyPR0dHhiy++oFatWvj5+VG9enWlTm0iIu8SmTDH3t4efX39f+SaKj9eX7t2rUKN4l2io6Oj4O4qo0OHDhw+fFhh26+//lphv3Hjxik40KqoqDBo0KC3btfx48cZP3481apV48qVK5SUlHDnzh0iIyMZMGAA9+7dQ1NTUxCQQ5lw3NjYmJMnT2JjY8OWLVsoLS2lSpUqHDhwgICAAOzs7IiNjeXnn3/Gzs6O0tJSwsLCWLp0KT4+PpSWlnLv3j28vb158uQJx44dIzw8/KXtbN68uULsqoiIiMiboMy9Vtl9X5mLvWzbypUr//HnfiyHc/l7vKenJ2lpacybN09YQOPj48PQoUO5desWjRo1okGDBmRnZ9O3b98P6roKinFq+/fvV3hPfjwj22fv3r0VzuHr68vIkSM5deqUILZV9pwVERF5f4jCHBERERGRd44s5/qHH37A2toadXV1IVpo9OjRLFu27GM38bPlxYsXxMTEsHXrVtauXcvevXupUqUKM2bMIC4uDj8/P27duvWPRVxubm4MGDCAu3fvKghzyuPq6kpUVJRCBrtMWS+VSqlRowY7duxQeqxsBZusmC1DFj31119/KRS1qlevLuzzLoU0Y8eOxcLCgm+++YaoqCgaNmzIqlWrOHDgAKtXr65guS0iIiIi8vF5mYhUmWD0ZUJQWZRIUlISEydO5NixY0RERNCiRQtMTEzo3Lkzv/32G02bNuXixYvk5uZiZWXFnDlzWLNmjZC7/vjxY6pWrYq5uTlRUVFYWVmhr6//WtdRWFhI//79KSgoQE9PDycnJ+bOnasQtWRgYED37t0pKiqidu3abNu2TSF+KTIykry8PPbv309wcDBffPEFDRo0ED6jVq1amJmZER0djZqamhClMn78eFRVValfvz47d+6kZs2aCpNI/waMjIxITU3F2dmZCxcuYGJigqOjo9D3zM/Pp2/fvqSmpvLNN9/g4OBAbm4ud+7c4bvvvsPV1RUdHZ0K30lxcTFeXl5oamrSrVs3pk2b9pGvVERE5G3YsGGD8DojIwP4n/jKysqK+Pj4CsfIi/yVCbVkk1KqqqpKJ0K6dOnC+fPnAV7qVvIpL5wR+XSRSCT89NNPSKVSsrOziYiIwNvbm6KiIlq2bMnKlSsJCQkhMTGREydOEBYWxowZM9i0aRN+fn4cOnSIypUrY2dnxzfffEPfvn3R0dHh/v37wnh7yJAhaGhokJaWhoWFBSEhIWRnZ2Nra0txcTGzZs2ie/fuhISEsHbt2o8eHz5r1ixu3rxJ+/bt3/pc+/fvJygoCDs7O27cuMHMmTOFesv69eupWrUqoaGhbN26lSZNmlC1alUAKlWqRPPmzcnKyqJRo0YMGjSIhQsXkpubKzhj+fv7M2/ePMLCwhg9erQQB+7h4YGnpyd6enqCwK9du3bMmTPnpe0sH7sqIiIiIvL3yN/jjxw5QlpamsL7SUlJqKmpERsby4IFCygsLOTs2bPY2dkREBDw2TkdLlu2jF27dlFYWKjQHxYREflwiFFWIiIiIp8YEokES0tL6tSpQ82aNenfvz+FhYVAmaDAwMAAHR0d2rdvz+7du/H09GTixIk8fPiQnj174ujoiKWlJUZGRhgZGWFvb096ejpQpnDv2rUrGzdufK/X8PPPP6Ompqb0vX+rKOd14yjeltatWwNlq9auX7/OsGHD6Ny5M9u3byczM/ONz+vs7Ex+fj7a2toEBATQtWtXBbtUHx8ffHx8BHefhIQEQZ0vU9YfOXJEEOVIJBJhQlRWuB43bhwHDhygX79+nDt3jrNnzyq0Yf369cTHxzNgwACF3Hd5Ic3evXtp2LAhcXFxjBo1itWrVyu9HvloDvlB0l9//cWlS5cEa06ZvaqdnR3z588nOzv7jX+GIiIiIiLvFzc3N1atWqUQ+6gsDlI+yqA8kZGR6OvrY2hoCJRFNWZnZ7Nr1y7Wr1/P3bt3cXBwwMzMDE9PT27duoVUKqV169bs27cPiURCSkoKBQUFXLhwgXbt2vH111/z8OHD17qGXbt20aFDBw4ePIi2trbSqCV1dXX27t1LQkICpqamgvBWFr9Uu3ZtsrKyiIqKwsTEhOzsbGESCMomhb///nscHBzo0qUL48aN4+bNm3Tu3BkLCwu6dOnC8ePH2bt3L5UrV36Lb+T9Ih+78br07t2bxMREnJyc2LZtG3p6eujr62NnZ0eXLl1o06YNZmZmtGzZkqSkJM6ePcvWrVspKCjA2tqa1atXk5qaWuE7kUgk+Pn5ceTIEVHAKyIiIiLySRIVFYWzszMpKSnExMRw7Ngxnjx5wtWrV/Hz82Pw4MEKK+JLSkqIjY1l+PDhNGvWTHjmFhYWcurUKUaNGkVQUBAARUVF/PXXXzRr1gx7e3uaN29ORkYGcXFxSCQSFi1aRHFxMWFhYRw7dkwQM38s5s6dq1BTeBv8/f3Ztm0bgwcPVohxKSkpYeLEidja2rJ8+XKl9RiZi3CdOnWoVq0alSpV4vHjx6SmpgJlDlsrV64kKCiI2bNno6GhwZIlS1i3bh2zZs3C0NBQEPSdOXOGL7/88qXtLO92LCIiIvKuOX78OB07dsTe3l5wUOvatSvDhg0jICBAcC8HFJzLBwwYQOfOnXF0dOTJkydkZ2cL47MxY8YAZffUUaNGYW5uzsGDBz/YNcnf4+UdeGX30bS0NKEW37ZtW6DMdVUqlTJo0KB3lm7woRg/fjzx8fGcOHECExOTj90cEZH/JKJjjoiIiMgnSGFhIa1atcLX15fdu3dz+fJlatSoQWBgIIGBgRw/fpy1a9eSlJREZmYmGRkZbN++nbp166KqqkqjRo24ffs2q1ev5sqVKwQGBjJs2LAKCu+3ZeLEiXh7e5OZmcnkyZNJSUnB29ub06dPc+HCBaXHyKwpAwMDOXjwIC9evGD16tW0bt0aOzs7rKysiI6OZsSIEcTHx5OamsrChQtxcnJ66/a+DXZ2dp+Ehb2sKHP+/HmMjIwoKipi8+bNTJ8+ndLSUsEl4FNGKpVy7tw5iouLadOmDfC/olZqaipPnjyhT58+QJmQpnLlyvz888/A/4Q00dHRFBcXY2FhofQzZDbTgFD0AjAxMWHgwIFMnDiRxYsX07RpU7y8vJgwYQJQVnAUEREReVtkz7off/yRHTt2cPr0aX788UcGDx6MgYEBAOfOnSM5OZlhw4YpvBZ5OTIRKSi6CpSPg5SPMpA5tDVu3BiJRCLETsnOY2FhwdChQxk1ahRGRkZoaWlhZmbGvXv3CAwMRF9fn9OnTyt1h9u4cSNz5swhPT39tR1zyhf2lEUtPX36FD8/PzIyMrh37x5NmjShSZMmCudp3LgxOjo6hIeHM2fOHNatWwf8z8La2dkZZ2dnhWOOHj36Wm38VJCP3ZAhc0V6GZqamuzcuRN1dXXq16+PkZERXl5eQmRH27ZtMTU1JTg4mDVr1pCTk8OsWbP47rvvuHLlCsHBwVy+fLnCd1J+BXuPHj3e67WLfDjS09MF54iPZaEvIiIi8rbI3FIMDAzIzc3Fzc2N3Nxc0tPTlQpGHjx4QPv27Xn48CGLFi1CU1OT3NxccnNzkUql9O/fn0ePHlFYWEhUVBRZWVno6OhQXFzMqVOnsLS0JC8vjzZt2qCnp8fZs2extbUlMzMTdXV1YfLy34BMPJOZmYmHh4fQ5zt37hxPnz4lISGBX3/9VXDfUoaKigqamppkZGQwbNgwwR14zZo17Ny5k/z8fCZPnsyePXtYvnw5z549w9PTE319fbp06YKlpSWVKlUS3Q1EREQU+q4fGnl3mVOnTnHixInXmmco7y5mZGRUwXHm0aNHzJo1i6KiIkaNGkX37t0/yDXJ3+OHDRtG/fr1gbJacsuWLTEyMuLIkSMApKSkAGU17Llz5wJlC2fFOGQREZF/guiYIyIiIvIJ0rhxY1q3bo25uTnp6elkZWUBsHDhQkxNTenbty8xMTFkZmZiY2ODoaEhv/32GxkZGcydO5eTJ08SERFBy5Yt+fbbb3ny5IlShffrkJuby86dO5W+l5WVxb59+zh+/Dj16tUjLy+Pe/fuUadOHTp37vzK844dO5b4+HjCw8NZvHixsN3NzY3ExESmTJlCcHAwBw4cYMWKFa/d3neFVCr9230KCwvp1asX3bt3Jzo6mqKiIhwcHLC1taVfv36UlJSQnp6Ovb09bm5utG3bljt37rxVuzQ0NOjevTsrV67E09OTPXv20LNnT8EVSV9fn+zsbNzc3D6o+4tUKsXX15fOnTvTo0cPAgMD6dy5Mx07dhQGLnZ2dkyaNAkvLy9CQkJYtGgRHh4elJaWEh4ezs6dO9HW1sbHx4cbN27g6upKcXExLVq0YOLEiQCCkEYikXDs2DEWLFigtD26uro0bNiQrl278scffyi8N2zYMGrWrElQUBCurq7Cd2Rvb8+BAwfe7w9KROQzJSsr66WxC+8S+RVWnwvyz4vyz44pU6agqakpvJaJcqCsgCMT4si/Fnm/qKiosGbNGjZt2sTNmzcZMmQIampq9OvXjyNHjqCrq0vbtm1JTEzEysqK1q1bY2ZmptQdztXVleTkZH799dfXnsw3MjISRLYpKSloamri6OiIRCJBIpHw22+/ER0djYmJCfHx8fTr10+p8Pa/sCo6JCSEjRs3Cs4/bm5urF+/ntjYWDp16kSnTp2IjY0FysRwMurUqYOVlRVSqZTdu3fTqVMnQkJCANDS0uLPP//k+fPnLF68mNDQUBYvXkxRUZGwEr1p06YVvpPyK9hFREREREQ+JeT7BQ8fPqR3795IJBKsrKyU9iMyMjJYtGgRderUwdvbGwsLC/T09NDV1aVGjRrEx8fTvn17njx5gq2tLWpqajx+/BgjIyMuXrxIQkIC1atXp1atWoSFhdGnTx8SEhKoX78+JSUlQg3g38CaNWsEZ8aRI0cK9ZbatWtz7do1unfvTlJSElBW82jUqBFQVpuR9e+9vLz4+uuvcXZ2JjQ0lJ07d2JnZ8e4ceNISEjg7NmzuLu74+7uztGjR0lOTmb8+PEATJ06lePHjyORSIRzy/qdMqdimesxlE2AGxoaKmwTEflckO/Tvylr164VXo8bN+6TX7z4OSHvLhMdHV1hnkHZGFWZu5gyx5natWtTp04dQWD6oZC/x/v4+JCZmYmzs7PgkNaxY0cKCgpwcHDgr7/+AsriraytrenYsaN4nxUREfnHiI45IiIiIp8g169fJycnh/Pnz9OoUSOeP39OQUEBMTExGBkZERoayqJFiygtLcXDw4PRo0dz584dbGxs0NXVZf78+axZs4bTp08jkUgoKiri7NmzFRTer4NMmNO3b1+F7VKplODgYCZOnIhUKsXDw4Pdu3dTt25dbt68+bfnnTFjBtu3b8fY2Fih496iRQs0NDRo1qwZdevWBSAnJ+e12/syCgoKhFgwXV1dunfvztmzZzl37hzVq1cnPDycnJwchgwZQs2aNXF2dqZOnTrMnj2bdu3aUVxcDJQ51fj7+1NSUkL79u3p0KEDV69e5cyZM5w5cwZ3d3fmzZvHjBkziIuLo0mTJuTk5BAbG0tERAQ7duxg7Nixb3wd5ubmQrwUUCEOCiA6OvqNz/+m7N69mzp16hAaGopUKuXFixdMnTqVa9euMXv2bMLDwwHo06cPFhYWrF+/nuLiYnx9fVmwYAGNGjWitLSUe/fuER4eTvPmzSksLOSrr77i559/JjAwkKCgICZNmsSYMWOE1fPjxo2rYJNtZ2f30kx7WQFLPobi3xqvJiLyLtHX1xccJ0TKiuBLliyhtLQUCwsLgoODKS0tZcyYMcTFxXHhwgUOHjzIli1beP78OY8ePaJFixY0bdqUKlWqcPfuXTQ1NcnJySEkJISIiAj2799PkyZN6NixI4cOHSIjI4OkpCTS0tJwd3fHzs6Offv2YWpqioWFBb/88svH/jF8dsg/H7Zv317hPfjfcyIhIeG9tKF37964ubnh5OSEnp4eOjo6QtSSiooKAwcOxNnZmfnz53PmzBl0dHRo0qSJgvBWJjJ5XyhzcEpPTycgIOAfxXbK7M3Lk56eTlpaGsbGxhVWe2ZlZREWFsb06dPx8/PD2NgYX19fXFxciI2NFYTfhw4dAqB79+4ViqEmJib88MMPzJ07lz59+hAUFISNjQ0+Pj40bNiQs2fPCiv8x44dS0hICGZmZhgbG7N582Z0dXUrfCc6OjoKK9jLI/u5yByLRD4cx48fZ/z48VSrVg1PT082bdpErVq1uHr1KjNnzmT16tU8e/aM6OhoKlWqRPfu3SkqKqJ27dps27btYzdfRERE5J2jqqpKcHAwu3btEra1aNGCqVOn4u7uTlBQECYmJuzYsYOaNWvy66+/UlJSgpWVFSUlJeTm5mJra0t6ejrFxcVoa2ujqqqKvb09L1684MGDB1hbWwuRV8OHD6ewsBBvb28aNGiApaXl3y7Uel9IJBJiY2MVaiZ/h52dHbGxsWzatAkzM7MKC9nknRgB3N3dhdfKhNnyohlQdHn8EPHnIiKfC3/nhPmmyI9BZO7b7xOJREJwcDDFxcUUFBSwfft2li9fTlxcHKqqqqxduxYDA4MKfVA1NTVmzJjBkSNHBNfPmzdvCjXnUaNG4enpyZUrVxg5ciRQVlPt1asXUOb47e3tzYgRIz7YPbe8u0zDhg2B/80z6OjoCIuLZe7lytzFlDnOfKyFJ6+6x8tQdu8WXTZFRETeFFGYIyIiIvIJoq6uTkpKCiNHjsTIyIh69epRqVIldHV1OXXqFEOHDkVbW5v69etjYmJCdnY2lSpVYsCAAYL1bVpaGlWqVKFLly4MHDgQPz8/Vq1ahYODA40aNaJhw4YVBg8REREMGjRIYaAQEhJCTEwMdnZ2REZG0rVrV8zMzGjRogVXrlzh+vXrGBsbs2nTJo4ePUrLli2pVKmScC1bt25FXV2dmjVrKlzj7t27GTx4MD4+PgwfPlzYLuuIv+sO+a5du7C0tGTKlCl8++23PHjwQBgYbNq0idWrV+Pu7s79+/eJjY1FTU0NKysr4uPjycnJoUuXLgDMnDmT8PBwDAwMMDY2ZsWKFVy9ehVra2tatGhBQEAAR48eVYie+Oqrr1BVVcXAwIBr16699bV8ivz1119YWloCZYXAjRs3Eh4ejqqqqsJ3qcyt6fr161y9epVmzZpRuXJlLCwscHFx4dChQ4IjjiikERF5f5SWluLv78+ff/5JlSpV8PX1Ze3atQqFpSdPnjBjxgzWrl1L3759efr0qfCcSExMZNKkSVSqVImRI0fSr18/Bg8eTEZGBgYGBmzcuJFjx45VKFZpa2u/0wnS9x0HFRAQgLW1tSACKCwsZP/+/bRp04a2bduyZ88e6tWrx4MHD+jcuTOLFi2iQYMGAISGhmJiYkJoaCguLi64u7tjb2/PsGHDyM7O5uzZs3h7e9O+fXtGjRrF0aNH8fPzIzAwEHd3d/Lz8/H29qZatWro6OiwZMmS93KN/xbWr1+vdGJF9p6XlxeqqqoV4sU+BJqamkRFRVXYXl749nfCW1kh0NDQ8J1P8pibm2Nubv7W53mVMCcuLg5jY+MK771MBNiqVSvU1NSAsj6iLAJCtk1GaWkpL168IC4uDoDWrVujpqZGo0aNuH//PmpqaqxYsYJffvmF7du3ExwcTKVKlfj2228VhNPTp0+v0A5lRVqRj4+8pf6NGzdYtmwZsbGxbNmyhQ0bNgj9yejoaPr06cPevXupUqWKgoheRETk73nZPV3k4yMvPJYJRGVuK/LIi47Dw8OpUqWKQjxTREQEycnJgkOdbALV3t6edu3aERcXh1QqxdHRkejoaNTU1CgqKkIqlaKhoYGqqiqOjo7s2bNHWGT1KSIfAyPvdvm64tpPJeZcRORzRH6Bi5+fH4sWLaK4uJhZs2YpRBetW7eODRs2kJ+fz4IFC3B0dGTgwIFMnjwZNTU15s6dS2RkJGPHjuXcuXNIpVLCw8M5d+4cqamp2NnZMX36dObPn09sbCyZmZn4+PhQUFCAq6srkydPJiAggDt37pCeno6hoSGhoaFvfF0vXrwgJiaGrVu3smLFCjIyMpBIJFy+fJnAwEBWr15doQ9aq1Yt0tLSSExMFOre8jVna2tr3N3dmTp1KqtXr6ZZs2ZIpVJu3bpFUVERPj4++Pn5fVAhZPn4vQMHDijMM8i7lzdu3Bh9fX2aNm0quIs1aNAAAwMDkpKSmDZtGkVFRaLjjIiIyH8OUZgjIiIi8gnSuHFjHBwcXnuVT82aNdHT06NHjx5UqlTppRMH5SduJBKJwuBh7dq1FQYKfn5+3Lp1S1jNfOfOHY4fP061atXw8fGhTp06PHnyhD59+nDhwgVWrVolTGwkJiaSmZnJihUr+P333+nSpQsXLlzA39+fRo0a8fPPP1NaWsoff/xB586dSU1N5cmTJ9SoUYOUlBS8vLw4f/78S1dQ/JOCyI0bN2jZsiVQNuGUk5NDmzZtAGjXrh3x8fGA4sSPqqoqWlpaaGlpUbt2baDMvcfQ0BCABg0acPz4cQAeP35MQUEBWlpaxMfHM336dGFg9a5ERq9ygvnYNG3alJMnT9KzZ0+kUikrV64kJSWF69evKwivZN+lhoYGBQUFZGRkcOLECTw8PAgODgbKVn0kJia+l5UzIiIiFdm7dy8NGzZk1apVHDhwgHPnzik8G0JCQvjmm28AuHXrFrVq1WLv3r3C/WzKlCns3r2bWrVqIZVK2bFjB1999RURERHMmzePHTt2ULdu3QrnnDx58judIH0dMcG7XJXXpk0bHj58yK1bt8jJycHBwYG8vDwcHBy4ePEiBgYGgjDnxo0b6OnpAVC1alVBkKCvr09WVhZffvklUBbDp6amhoqKCjVr1uTatWuUlpZSo0YNunXrxsGDB9m9ezdt2rQRc8xfwasmVtavX4+npyeqqqpMmTLlwzXqIyGbcCsqKqJly5YsX74cPz8/rl69StWqVTlw4EAFcV3dunWF1eazZs3iyJEjgk05lN0zFi5cqFBEt7CwoG3bthw7dowff/yRwsJChaJ4t27dhONDQkJITEzkxIkTlJaW4ubmxo0bN9i9ezfFxcXCZNmoUaOE1aP6+vrC8VKplLlz56KqqsrTp0+xtLTk0qVLzJ07l969e3P37l02btzIrVu38Pf3JywsjNOnT3Pw4EHy8/Pp1KkTRUVFfPHFF1SvXh0LCws2btyIlpYWw4YNw9vbm/T0dK5du4aJiQlVq1bF19eX9evXI5VKyc7OFtxX+vfvT0FBAXp6ejg5OXHt2jW8vLzQ1NSkW7duTJs27YN+3/9F/P39mTdvHmFhYYwePVoQxNevX58WLVoAUL9+fXJycnj69PMIqLEAACAASURBVCl+fn5kZGQoiOhF3ozS0lJ69uxJXl4eBw4cwNHRkfr16+Pi4vJSceS4ceMIDg6uIKqDigJYkU8LUZjz76L85OratWtxc3NjyZIlFSZQoaz20a9fP+bPn8/333+Pg4MDKioqfPXVV4wdO5Zhw4ZRXFyMsbExderU+ajXdv78eXr06PFS54o7d+4QExODm5sbzs7OwnGye5C6ujo//fSTwjNfS0vrI16RiMi/C9kCF3t7e0Hw16NHDwVhjru7O0OGDOHx48f0798fR0dHfv75ZwYNGoSqqiobNmwAIDAwkKpVqxIbG8uaNWuYP38+ZmZmQq1YFscdFBTEnDlzsLGxwcnJSRhLN2/enNDQUBwdHcnNzUVXV/eNrkk2VjI3N2fq1KloaGgI9dt69eop7YNmZ2cLCxxldWP5mrORkRH379/n4cOHNGvWDPhfTTUhIQEnJ6cPXiN+mbuMLAIYFKPEZLzKXUzZ/0Xxo4iIyL8ZUZgjIiIi8pnj4uLCzZs3GTp0qIJTzesiP3iIiYlh2LBhryxWN23alGrVqgn/X7hwIcHBwVhaWpKRkQGUdaBbtmzJ8+fPSU5OpnLlylhaWqKqqoq6ujqenp5069aNBw8esGDBAmbMmEHVqlUJDQ1lx44dDB8+HC0tLUJCQkhOThbiJt5mQtXIyIjU1FScnZ25cOECjRo1Ijk5GYAzZ84Ik6Ly55dKpTx9+pScnBwhW1ZXV5f09HQMDAwoKioiNTWVc+fOYW5uLsSV9OzZU4ie+K/g6upKVFQUtra2aGlp0aFDB2xtbbG1tVW6f6dOnfDx8eHixYtcunSpQjyVbCW8iIjI++fy5cts2bKF6OhowdFG5hImezbIaNy4MWZmZnh4eNC2bVu+//57AGrVqgWU3UOvX7+uIHxMTk6mbt26FZ4373qCVGZdb2hoKBTqli5dSps2bWjVqpXg9nbw4EFiY2NRV1cXBJ7Tpk0jPj6eSpUqER4ezoULFwgMDOTp06eMGTMGLy8v4XNKS0tZsmQJFy5c4Ny5czRs2JDmzZuTn5+Prq4uxcXF6OvrC+KGunXrYmRkxOXLlwF4/vw5aWlpGBoacu/ePfT19bl+/TqNGzcmNzeX4uJidHR0uHr1Ku3atSM1NRUVFRVKSkr4/vvvefLkCcHBwZ+VMKd8rIDM0SYvL0/Ybm1t/cZ20MOHD+f777/H1NSUX375hTVr1rB06VLs7e0VRChz5szh3LlzODg44Ovry+HDh5kxYwbHjh3j0KFDPH78GDU1NXr06EFERITgcvQ5U6tWLWJiYoT+V3BwsEL0JFQU18lW1N+9e5ekpCSOHj3K5s2bOXToEFKplMWLF1cooj969IhZs2ZRVFTEqFGj+P333xWK4vLIR1T16dNHIe5TZs0OZX8r2traGBgYKMSwmpqaEhoaSr169bC1tcXc3JyioiJCQkIoKiqiXr169OzZk71793L58mUsLS2xsrJCXb2s/FG7dm3BmXLfvn08ffqUn376ienTp+Pl5cWdO3f4v//7P1JTU5k2bZogWASIiopi/vz5HD58mIKCAjp06CDEbkHZ77qfnx8+Pj4f1IL9v0x5S315l87y4vjo6GhMTEzYvHmzgohe5M24e/cu2tra7Nu3j+PHj2NjY8OPP/74ymM+RKTEp4oyh8Lygj8NDY0K8cseHh5K4y+GDBnC7du3adiwIQ0bNiQgIIDQ0NAKfSCZcDk5OZm5c+cSGhpKVlYWu3fv5osvvlB6TKtWrWjVqhXnz59nw4YNJCUlCWLLZcuWYWZm9jF/lCLvgH8az7R582bhdbNmzRQELQBHjx59D61Ujix6SvZchzJR9owZM4iIiCAhIQFLS0vu37/PokWLiIqKokaNGgDMmTOHYcOGUVBQwNatW/n+++85d+4cdnZ2tG/fHoDvvvuOZ8+eoaOjQ6tWrTh8+DD37t1j7dq1n+xCKRGRzwnZApfLly8LYtz79+8r9Muio6NZunQppaWl3L9/H4C6detibGwsCLChrCZ9+PBhioqKMDU1felnytcoWrduzY0bNwAURNyPHz9+Y2HO+fPnhX+9vb15+PCh4PZdVFTEnj17KvRBmzZtSlRUFKNGjQLK+gnyNee0tDTq1KlD7dq1+euvvzAxMRHGbw4ODjRs2JBly5YxevRohbbIu4KNHj1adB0XERER+cQQhTkiIiIinxj/1BVl3759b/V58oMHIyMjioqKFAYKGhoalJSUCPsrE8bI3FJatGghTOjcuXMHExMT6tevz8OHDzl58iR9+/aluLgYVVVVatWqRV5eHv369ePo0aMYGRnx4sUL8vLy2LhxI8XFxWhoaFBaWsqWLVu4ffs2zs7O1KlTh9mzZ9OuXTuKi4tf+zp79+5N//79cXJyQktLC0tLS27evImNjQ3a2tps3ryZ3NxchWMmT56Mra0tbdq0EVZqz507l0GDBgl5v97e3kIRqHHjxsTGxrJ3716F88jchj6k482HtldWVVUlLCzslftIJBLBtcnHx0eheFd+oCiRSLh48SK9evXi0aNHfPvtt6xdu5bKlSuza9cuvLy8FGJykpKSGD9+PNWqVcPT0xNbW1txxbqIyGvStGlTvLy8mDBhAgEBAWhpabFz507CwsLQ1tYWhIsABQUFjB8/XrCq9/DwQEVFhUePHtGrVy8SEhIwNjYmOTkZFxcXzpw5Q+PGjQHF582XX375XiZIc3Nz2bNnDwkJCeTk5DB06FB27dql4PZ28ODBCsclJiZy9OhRVFVVhYJY9+7dKS4uxs7OTkGYs3fvXurWrYunpydWVlYsXbqU2NhYSkpK6NSpE3/88QcZGRl07dqVjIwMnj17hq+vLz/99BNDhw6lQYMGREVFCe2oW7cu5ubmrF+/nmPHjjFo0CCcnZ3JyMigcuXKwucmJSUxYcIE0tPT8fb2fuuf1cdE5mjzT59TLxPourm5sX37dmbOnMnBgweFyaLdu3criFBUVVUxNzcXJnMOHz4snKN27dps3rwZPz8/Xrx4QUJCAo6OjmRnZwuTOZ8jsmdobm4u6enpNGnSRCF6Uoa8uE7GzZs3BbfBtm3bcujQoZcW0WvXri2skC/fn3oVr4r71NfXJzExEUAQCz558oSzZ89y7do1KlWqxJMnTwgICODevXvMnTuXHj164ODgQGxsLEuXLiUmJoZ58+axbt06ABYvXsy0adPQ0tJi06ZN2NnZERMTI0RwaGho4O3tzezZs8nIyCA6OpqSkhIKCgpwdHQEwMDAgNzcXO7evSsIDmXOIAMGDCAgIAAPDw88PT3p0aPHa/8sRN4MedcHd3d3UlNTX7pvx44dmT9/PmfOnPnPiejfBcXFxQpRlWpqahw5cgRfX1+uXLnC7du3UVdXR11dHWtr6wriyAMHDggT6rGxsS8VwP5bUeZQCIqCvxcvXijEL0NZzHV5h8Hq1aujqalJbGwsQUFBPH/+nIcPHyrtA929e5eTJ09y9uxZRo0axZkzZ9iyZQvbtm3Dy8tL6TFZWVmcOnWK5ORkNmzYwE8//cRvv/0mrmAXeSXp6emkpaVhb29PVlYWYWFhSuMp4d26WMpjamqKnp4eBw4c4KeffmLu3LlIpVJq1arFvXv3hD6KzKUyMDCQ8+fPM3XqVObNm4eLiwtPnjyhX79+TJw4EVdXVzp37kxYWBiJiYkkJSVx8uTJd95uEZH/ErKasJmZmUIsnrygOjAwkPj4eAoKCrCysgLgwoUL5OXlUVBQwJ9//kmtWrWQSCQcPXqUmJgYwsPDAUVhtgxZjcLW1paUlBRBzPKuHM41NDTo3r07L168YMeOHaxevRo7OztUVFQYOHAgzs7OFfqg5ubmNGrUCCsrK8ElVL7m/N1336GhocGCBQsYPnw4Kioq9OnTR1jIMHfuXPz9/dmyZYvgcFyefyrKkS2WUSaAfBWfssO7iIiIyKeGKMwRERER+Y8jP3jYsGEDffr0URgo6Ovrk52djZubGyEhIUrPMXz4cLy8vNi4cSNffvklXl5elJaWcvLkSZo2bcqYMWOIj49nwoQJTJ06lUGDBtGpUye2bNnClClTePDgAf369aNKlSrcvHmT+fPn06BBA+Li4qhSpQrPnz9n69atqKmpYWVlRXx8PDk5OcIkzesgG+Soq6vz7bffYmxsjIeHh8I+Ojo65OTkYGtry5EjR3B1dcXV1VVhn9atWwvxVTJkYpO3We3/T3lfhaxPidLSUnbv3s2CBQtISkri8OHD+Pn5sWTJkgoxOampqQQFBWFnZ0dpaSlhYWHiinURkddAKpXi6uoquFbduHEDX19fatSoQWRkpFBYysvLA8om6uWt6qVSKc2aNePrr7/m0qVLREZG0rdvX0EgV69ePSZPnkxiYmKFYtXz58/f+QRpWloaly5dqvB8kHd7U1Z8mzRpEt7e3tSsWZP58+dz9uxZ5syZQ1FREZcuXVI41+XLl0lKSkJPTw+JRIKFhQVTpkwhJiaG+fPns379eoqKihg+fDgBAQHY2Nigp6dHZmYmqqqqODs7s2fPHho0aICLiwuGhob8+uuvr3V9p0+ffpsfz0fnyZMneHp6UrlyZfz8/JQW+k6dOsXkyZMpKirC19eXIUOGYGdnR4cOHcjMzKRfv34EBgaipaXF//3f/+Hs7IyDgwNBQUGMGDECbW1t4bv+66+/lIpQlCG/WrJ8/M3nLMzZvHkzvXv3xsfHBw8PD1q1aqUQPamqqiqI62rWrCmswgRo1KiRIHKQOda8rIiu7O9KWVEcUBB9v6oYruy96tWrM3PmTIYMGcLGjRvR0NBgyZIlFBYWYmVlRY8ePYTz6+jocPfuXQBSU1MFkVH53wUVFRVyc3N5+PAhJSUlDBw4EB0dHQIDA1m4cCEdO3YkJiZGiD0FSE5OFtwknJ2dSUlJoVOnTkrbAxVdo0TeHeVdH2TITxDIx9udPXu2wr4yEf2H6sd/rvz+++8KfXANDQ0AQkNDFX7HAwICgIriSHlsbW1fKoD9t6LMoVCZ4E8+fhlQ6jD46NEjhf1OnDhBWloa58+fr9AHaty4MZUrV6Z+/fqYmpoKTgOXL1/+22Nk7RIReR3S09OJi4vD3t4efX39CqIciUTCkiVLKC0txc/Pj0WLFinEYnbq1ImWLVty9uxZAgIC6Nmzp0KNRX7x0ZQpUzh27BhDhw4VXOugTMien58PwIEDB8jLy0NLS0sQnC1atAj4Xx9j4cKFpKSkMGvWLAoLC4GyupCWlhYGBgY8e/aMvLw8GjVqhLq6utKIPhERkX+OqqpqhVi8FStWCO/37NkTW1tbOnTogK6uLiUlJUyYMIGNGzdSWFjIyJEjiYqKQktLC3t7e+GZCNChQwd69+7NhAkThG2TJ0/G29ubwsJCvv76ayGm711hbm6u0M+fPn16hXugsj6oLGpLhrKac7NmzYRxiEQiYfTo0RQXF2Nvby/E9dnZ2QlxffLI7qFXrlxh5MiRAPTp0wd/f/8Kbny3b9/m4sWLuLm5kZyczJ07d4RYLRERERGRd4cozBERERH5j1N+8KBsoBAdHS28li9YywQpADt27BBeSyQSYYVf7dq1Wb58Oa1bt2bz5s2cOnVK2K9WrVqYmpqSk5PDsmXLsLa2Jjk5mWPHjvHo0SMyMzP58ssvqVGjBmpqakDZ4E1LSwstLS1q1679j67VxcWF/Px8GjdujIWFRYX35e3YZXxKAhj5QtaAAQNYsWIFampqrFy5klatWhESEvLB7ZUzMzPx8PCgqKiIli1bMmDAgAp57JUqVaJ///4UFBSgp6eHk5MTQUFBtGjRAhcXF3bt2sX169cVBs2gOEkq+67r169PcXFxhZgcf39/5s2bR1hYGKNHjxZXrIv8p5FKpQor1G1tbTl48CAvXrxg9erVtG7dWkHo8Msvv3Ds2DHy8vJo1aoV1apVo3Llyjx8+BCJRCLEGaSmpvLs2TPU1NTQ19fnzp07eHt7s337dqpXr461tTXu7u54e3uTlZWFmpoaERERwj20/PMGKj5zpFKpMEH6JhgZGVG1alUhArGoqAhQnIiXTdZXqVKFrKwsAOzt7XFxcWHBggXs3buXTZs2ERoaioGBgdJIR5nDkOwzEhMTFUQE5QUF+fn5uLi4UFhYiI2NDYMGDaKwsJCuXbu+86Lgp0peXh6DBw8mMDCQyMjIl+43YMAAzp07h66uLt26dRNEtH369CE6Oprly5ezbds2DA0NBbGGuro6hoaGLFq0iN69e/Pnn38C/3P0kxehyEQb5UVBr/r+Pmfs7e3x8vJi165dQJmw5e7du0L05P79+wkMDOTrr79GU1OTkSNHUrduXQDq1atH27ZtsbGxoVWrVsDfF9HlkS+K29jYCNtbtGjB1KlTSUtLEyb2/wlOTk48evSIMWPGYGNjw/Lly3n27Bmenp4K57927Rr5+fk4OzsrxBspIzc3lwcPHpCXl4erqyslJSXcvXuXSZMmoaampiD8kEqlnD17lpEjRzJ58mScnJzQ09MDYM+ePRXaIyLyb0FZVOWreJU4Mjk5+aUC2H8r5fsP5QV/paWlFeKX27dvr9Rh0MjISDj2woULQFkfqH379hX6QK96vr3OMX8nthT5byCRSBTG+REREXh7ewt1gJUrVxISEkJiYiInTpwgLCxMiFLZtGkTy5cvJz8/Hx0dHY4ePYquri6enp4cO3aMKVOm0L17dx48eMCMGTOoWbMmjo6O9OzZ86Xt6dOnD0FBQdjY2CiIL6HM4dPS0pJLly4xYcIEYmJi6NWrF/fv31eIunn06BESiYTWrVszZcoUpkyZAlT8/dfS0uLmzZuUlJQoRGuKiIj8c+SF087OzhVi8WQ151mzZjFr1iyF9+Qjtvfv3w9QwbEcIDg4WHgtE/M1atSoguubTEgMivXtT5mLFy+SkJBA27ZtMTExwc3NjStXrtCsWTOmTZvG/Pnz+eOPP7h69Sr9+vUTnuFOTk6CQDc7O5s7d+5Qp04dIiIiGDx4MD4+Pvzwww8UFxezbds2mjdvzs6dO4XochERERGRd4cozBEREREReS+UL74aGRnx448/Cpm4t27dwtzcHC0tLZYtW4ZEIsHMzAxDQ0MCAgKEouMXX3xBu3bt2LlzJ3379kUqlfL06VNycnJIS0tj/fr1FQoxL0NeYCSjU6dOTJo0ib59+zJp0iSOHDmCuro6/fr1Iz8/n/nz57NgwQLu3buHpqamMAEtm6g+f/48GzZsEFY0AowZMwZLS8uXWom+DYWFhezbtw8LCwsSExPJyMhg1KhR7Nq166PYK9eqVYuYmBjU1dXx9PTk6tWrgKIle0FBAR06dGD69OnCarZBgwYxffp0XFxciIyMJCgoqMK5X1ZEbtKkSYWYHD09PVauXElmZibDhg1j586dSlesi7w9n5JYTUQ55Veov3jxQpiknj17tmDx3KdPHywsLFi4cCHOzs6oqKgIjixVqlTB2toaoEKcwePHj8nPz6d69erUr18fR0dHTp48yYULF/D392fnzp1ERkbi5OSEpaUlbdu25eDBg7Rv3x4oK54tXLiwwgrZ1q1bU6VKFZYsWfLG166np0e7du2wtbVFTU0Ne3t7Zs6cqbCPn58fX3/9NdbW1oLor3fv3jx79gyAyMhInj59Sq9evTA3Nxcm3GXIOwxBmVtD9erVX9mu6tWrK8T3/RcJDw/H1NSU5s2bExkZSXR0NI0bN+bmzZv/j71zj8vx/v/4s7OS0lFOHQz5blIOi84nknII4WdFjn3la1tmzSkWGrNhZsJUli+ZnCbMYVJ3qYihNMOkYioqh4jpdN+/P3rc17e7YrM5u56Pxx7LdV33dbqv+7o+1/vwehEWFgaAg4MDlZWVDB06FICysjJKS0uBOqugQ4cO4e/vT0REBDU1NcydO1conPLz82PkyJEUFxcLhTmDBw9m7969CkUoPj4++Pr6MmnSpBdwFp4/3bt3b2TtI7925Tg4ODTqzJQHzJtSeHlcEB3+FwCvHxSvj66uLqmpqY22J99mU+ol8nXKp7333nu89957AIwaNepP118f+fozMjL4448/8PT05MKFC0DdvWDnzp385z//QVVVVWHsN2/ePAoKCujcuTO5ubmMHz8ePz8/tLS02LRpExs3bmT58uWP/a1HR0ezceNGAL7++mt69OjByJEjFcaZe/fu5e7duwQHB3P27Fm+/fZbVq9ezdSpU7l48SKampps3ryZ8+fPK9h4Tpgw4ZHbFRF5GjS0qvwze4OmiiPlfPHFF48sgH1daWr80JCG9stqampNWrD17t2bdevW4eHhQZs2bejSpQtGRkb4+Pg8dgzUkCf5TPv27Rk+fDifffYZXbp0+ecnROSVRP6ef+bMmUZxgKCgIDp06EBERAQFBQUA1NbWsmrVKtLT09m5cydhYWGUlZXx4MEDsrOzad68OefOnUMmk2FgYICpqSmA0Jglp2GhdPfu3VFRUcHMzIySkhJhuqmpKRYWFty/fx9jY2M++eQTKioqOHv2LBYWFmzYsIE7d+7g4OCAnp4e2traPHjwgIMHD2JjY0Pfvn3R1dUVxj8mJiZMnDiR6upq7O3tcXFxeYZnV0RE5FXkedo4ZWZmMmDAALZu3cqePXvYsmULrVu35t69e4wdOxZnZ2diYmKIiIjA3NycixcvkpmZSVVVFceOHRPsLx88eMCxY8dwcXEhPz9fKLzW0tJCWVkZDQ0NUTFPRERE5BkhFuaIiIiIvME8z5eHR3ni1qepoCPUFaPIC3NmzpyJs7MzPXr0QFdX9x/tk0wmo6amRli3PPjSt29fjh07Rnx8PFDXOaGlpUV0dDTx8fFMnjy5UaJaXpjz4YcfYmdn90yKcgB69OhBaWkpZmZmqKmpYW5uTnl5OWVlZS9EXvnmzZsEBwdz584dCgoK6NSpk6B0U1+SvXv37gDCvrVv355bt25x8+ZN7ty5Q7t27f7yNvX09Dh37pyCTU5kZCS7du2ioqKCmTNnih3rT0BlZSUjRoygqqqKli1b4uXlRW5uLhEREULXkKurK+PHj8fAwABvb282bNjQpKS4yMtBww71TZs2ERcXJ1jWyJH/HvPy8ujTpw87d+7k0qVLlJSUEBwczKpVq5g/fz7V1dUMGDAALS0tjI2NuXnzJs2aNePixYtcuHABQ0NDEhMTqaioIDMzkzFjxjB58mSUlZW5e/cuVVVVTJ48mePHjzN79mzWrFmDjY0NW7ZsYeLEiXh5eVFWVsbcuXOf6F7QkMrKSjQ1NRk/fjzjx49XmFc/wd9UUUHDws0JEyY0SnLX76hryqu9KcuU+p95U8nIyCA4OBhVVVUKCgoYPXo0x44dQ09Pj549e1JRUcHmzZupqKhAT0+PqqoqEhISOHbsGIsXL2bIkCFUVFQICV150VlGRgYrVqxg7dq1QN33KrcuqH/eY2JiFPanvu3N8OHDgTrLDjkvsnPy+vXrxMTENJI9Bzh48CC1tbX4+PgI0yQSCRKJRLzO/ib79+8XbDDz8/OZN2+eULTT1Njv2rVrZGRk0Lx5c/Ly8ggLC6Njx454enqSnJyMpqbmYxWW7ty5w549e0hNTeX27dtMmDCB3bt3N9rWqFGjGD16NMHBwezatQs/Pz/27duHqakpa9eu5cCBA6xbt4779+8r2HiKiDxrhg4dqmBVGRERwS+//PLI5Zsqjqy/rkcVwL6uKCkpNRo/yG2T648dGtovt2vXrklV26ioKFRVVVm6dKlQzPC4MZC5ublwj6sfB2jqM6tXryYmJoaJEycKz8ItW7b8vQMXeW1o+J7v5+cnxAGKioqa/Ez92IWJiQlVVVUYGhqira1NamoqKioquLi4oKSkJKg46OvrC5aXMpmMyspKoehaTnZ2Nra2tly5cgVjY2OFee3bt+ezzz5j2bJlGBgYEBkZiUwmE96DWrZsKfwWmlLbaKoweMqUKYINjIiIiMiLYsiQIUyfPp0xY8YglUpRV1enoqKC1q1b4+Liwpo1axg3bhzHjx9HT08PqVRKfn4+rVq14rfffsPGxoaMjAyOHj2Kjo4OKSkp+Pv7c//+/Rd9aCIiIiJvDGJhjoiIiIjIU6d+oE8e1KjviSunqcCgPOiYkZHB9OnT+e9//8uFCxeora3F1dWVuLg4amtr2bFjh5DkGzRoEOfPn6dTp04kJSWxfft21q9fz9ixY8nMzOTHH39EW1sbTU1NNDQ0uHnzJlDXIVhYWMjvv/9Ohw4daNmyJVevXqVTp0707NmTwMBA8vPzuXz5Mm+99RZ3794Vuvg7duxIs2bNhKAU1CXDmzVrxsqVK5/ZuVVWVsbIyIiCggKqq6spLCxEV1cXQ0PDFyKvvGXLFnx9fRk3bhz+/v64uLiQmJgozJdLpGdnZ+Pt7c2ZM2fo06cPUBeInjJlCoMGDWq03vrXRFNJ7n79+iksXz/RKqdhB71I0+zevRt7e3tmzZolWNA1RUlJCYmJiaioqDTyrRZ5uWjYob5mzRrOnDnD5cuXmTx5srCcvNDBwsKCy5cv8/DhQzp37oytrS0///wzAFevXkVNTY3k5GTy8/NZsGABurq63Lt3j0GDBgnKEOHh4TRv3pzExEQGDBhAx44duXjxIgYGBpw4cQInJyfU1dWRSCQ0a9YMJSUlxo0bR0lJCTKZDGNj439UlFNYWMiiRYseaakj8uLYv38///73vzl16hQaGhpCEZeRkRFff/01JiYm3L9/H0tLS5SUlNDR0cHDw4NLly4JCccZM2bg4eFBTU0N3333HV9++SUVFRWPVGR5VTExMWmyKAfAy8vrOe/N06GgoIC8vLxGKj0hISEsX768UUf886ShDaac2tpaQkNDycnJURj7WVpa0rx580brWbBgAcHBwairq7No0SLBCqwheXl5nDt3Djc3t8duS0dHB3V1dcrKyjh69Cjz5s1j+fLlOOFX/QAAIABJREFUbN26lUOHDlFTU4OdnR3Tp09X2H9bW9unfIZebrKysjh16hQTJ04UphUUFBAeHt6oqE5eROzq6kpiYuKfKr2INI2amprQuCCnqfe5xxVHypPcf1YA+ybzZ/bLciZOnEh+fj46OjqCFdXTwsbGRkERVvztvLw8z++mfoF/WVmZQhxAJpMJdqH1qR+7uH79OhoaGigrK9OmTRvBFjM3NxeoU+MNDw8nMzNTsKAcN24cjo6OCuOg4uJitm/fTkhICM2bN29yLGFjY4OZmRkODg5oaGiwa9cuWrZs+SxOi4jIa01D+/qAgAAFxUZ3d3fGjx+Pjo4ON27c4Pvvv8fCwqJJlcjHKY+L/DVatGiBtbU1v//+O1lZWYwYMQJzc3MOHz5MUVERs2fPxsLCghYtWmBmZsa2bduwsLCgS5cuQqNBp06dWL58OaGhoQwcOJDr16//o1iMiIiIiMiTIb5RiYiIiIi8lDyqizk6OprKykpu3bpFYGAgO3bswMbGht69e2Nubs7ly5c5d+4chYWF2Nvbc/v2baysrOjUqRN+fn4UFxfTt29fZDIZP/30E7169aJLly6sX7+ekpISPvzwQw4ePMi4ceO4du0aX331Fd988w2xsbFERUVRWFgINPYdB+jcuTOjR48mNDSUZcuWPbNzo6KiwrRp03ByckJZWZnIyEhUVVUZP378c5dXdnd3Z+zYsezevfuRy/j6+uLn50f//v0VOmJHjBjBRx99JKgdiLwY8vPz6datG1AXwLxy5Yowr35nobW19Z9Kiou8HDTsULe1tcXZ2RlnZ+cml580aRIeHh7cvXsXKysrOnbsyI8//gjUFSFqaWnh7++PhYUFUBcM0tHRoaioiJKSEvT09FBSUhL+O3/+PFB3r2rfvr0gM19QUMCcOXMICgqiW7duLFmyBHV1dZSUlP6xPVrbtm0VultFXh7kxQ83btzgwYMHlJWV8a9//YvS0lIsLCwYNWoUly5dIj09HUdHR1q0aCEkf5ctW0ZoaKig9tSlSxcWLFhA3759X/Rh/S3kRcfyQHZeXl4jdbKwsDA2b97M7t27+fzzz9HU1CQ8PJz8/HxqamqYNGkSEyZM4OrVq5iZmdG+fXugaYukl4GCggKSkpIUCnOkUukzLWL+q9S3wfT398fExASoK/i4f/8+qampCmO/+vep+slHGxsbYmNj2bJlC7GxscycOVNYTiKRkJiYSN++fbGwsEBLS0tIoFdXVz9yW76+vnzxxRfo6ekRGxuLpaUlY8eOZcaMGcJna2pqFGw8Dxw48OxP2ktEw8IBkdefv1rQ11TR1qtEU/bLTSG/5z8pEomEr776CqlUyq1btxg1ahRaWlpMmjSJ8PBwocAqMTGRjz76iGHDhpGVlUVISAirV6/mww8/JCsrC6lUSlxcHKamptjZ2dGzZ0/S0tL4/PPP8fLyavQcs7W1ZcKECdy4cQMjIyM2b96Mmpra3zqGN5GXzU5YWVmZ5cuXK8QBunbtyuzZsxk1ahRLly5FJpM1il1s27YNAH19faFQT37NqaqqEh0dTUFBgWBzOnnyZIXGAqgr9mlofSsfS33++efCtM8++6zRfr9s51FE5EUj/73JC20b0tC+PjIyUkGx8cqVK1y/fp3Dhw9z6tQpli5dSkRERJMqkY9SHhf56+zdu5ezZ89iaGjIt99+S25uLocPH0ZJSYn33nsPb29vBg8eTJs2bZDJZMydO5fevXujqamJqqoq9vb2dOnShXfeeYcRI0Zw9epVevXqhYmJCebm5nTu3BmoUxabP3/+Cz5aERERkdcTsTBHRERE5A3lZQ9YPqqL+cyZM9y8eRM3NzeKioqEruG9e/dibGxMx44d+fXXX7l79y7t2rWjoKCAPXv2IJVKKS8vB+o60usX1gBs2rSJmJgYrly5gp6eHioqKgQGBvLFF1+QkZFB//79MTU1pW3bto/d74kTJ7JkyRKWLl2qkJh5GtTvRA0MDCQwMFBh/ouQV+7evTs5OTkK05pSutm7d2+Tn+/fvz+GhobPavdE/gIWFhbk5OTg7e3N2bNn6dSpk/Cd5uTkCEU79QOYj5IUF3k5UFZWbtSh3pD69mMGBgasXLmSJUuWkJCQwLZt2/Dz8+PcuXNUVlZy+fJllJWV8fT0ZNOmTVhZWaGrq0uLFi1o27Yt3bp1IzMzEyMjI5SVlXnnnXcESeWioiJqa2u5cuUK6urq9O3bl5iYGIYNG8aRI0dwdXUVVW5ec+TFDzt27MDf3x9ra2tOnDhBeHg4ffr04c6dO42eyWfPnsXf359OnTrRpk0b7t69C0CbNm1exCE8NeoXHScnJ5OXl9fkclKplM8++4zU1FQ0NTUFCXKAEydOoKKiQmJiIosXL6aqqoqysrImg98vA+vXryc9PZ1jx44hlUoFS8T//ve/JCYmcvv2bSZOnMi9e/f417/+xZo1a4iMjGTTpk1oamqyfPnyZ1Zk9O233yrYYG7YsAE/Pz9WrFhBbm4uXl5etG/fvsmxX//+/Zk6dSojRozg2LFj5OfnU1lZyXfffffI7enp6dGrVy+cnZ1RUVHB3d2d6dOnN7mtIUOGEBwcTEJCAv369UMmk/HBBx8IBU4hISHk5eUp7P/riEQiYeXKlchkMsE+dcOGDTRr1oyPP/6YI0eOEBERwfz580lOThasU6Hu2tuwYUOTtr2lpaWNrjuRl5+/WtAnFm39OWVlZRgYGHDz5k0iIiLQ09Nj48aN9OrVi+rqaubPn09xcTFHjx4VVL60tbV59913mTBhAl9//TWJiYl8++23fPbZZ9y8eVOwP502bRqenp6NnmORkZEMHjyY0aNHs3btWnbs2MHo0aNf8Jl4+jRlE3z16lWSkpJQVlYWlEcnTJiAvr4++fn5JCQk0K5dOxYuXNhoufp2wjdu3ODgwYM8fPiQdevWKdzznjVNKdpOnz690XILFy5kxYoVvP/++wQFBeHs7ExNTQ3h4eG0aNGCrVu30r17d/bs2YOvry+7d++mW7duODs78+uvvwoxGzmOjo6kpaUJimjDhg0jJycHV1dX5s6dy6JFi9DR0eHevXtcuHABHR0dzM3Nqa6u5sqVK9ja2lJYWMjly5dxcHAQxiAODg4cOnSIf//736SkpJCTk8MXX3xB//79WbJkSaPz7Orqip2dHYmJiUyZMgVvb2+mT5/O1q1bqampwdPTk6SkpGf9NYiIPHca2tdv3LiR+Ph4IVZrbGyMlZUVqqqq2NjYkJubS15eHtnZ2QoqkdC08rjIk+Hn50fLli2JiIgQpjVUXP2r9pdNKWHLm51Eu3oRERGRZ4dYIi4iIiLyhmJjY/PSFuXA/xJ58gKX+l3JxsbGSCQS3N3dmTx5MqdOnaJ9+/YcPnwYJycnfv/9d2E98fHxjB8/nujoaKG78saNG0ISUElJidraWtasWcPx48dJS0vDxMSE8ePHM3r0aOLj4xkwYAALFy4kKipKkFiXv6yYm5sL3VnyabNnz35tEyRPiwsXLjBo0CA+/PDDF70rbzy+vr6kp6fTv39/rl+/jpGREUVFRXh7e1NaWtrkZ+SS4tu3b3/OeyvyLFFTU8PLy4s1a9bg6ekJ1Ckqubi4YGdnh5GREcbGxujr6/Pxxx9z+vRpTE1N2bx5M4MHD0Ymk9GvXz8+/fRTJBIJ2trajBgxAnt7e8aOHUtKSgq+vr4sWbIEDQ0Njhw5IhTliGo3ry/ffvstzs7OzJkzB29vb2pra+natSsbN258pCqAjY0NERER/PHHH/To0UMo4GxYwPOqMXXqVLZt28aYMWMaFTvWp7S0FDMzMzQ1NQHFwsi8vDwhEdezZ09hmjz4PWzYsJcq0B0UFMSYMWOIiYmhpKSE+Ph4Bfuazz//nNmzZ5OcnEyLFi04duwYCQkJJCcnNyq0eNqEhISQmprK6dOnGTVqFIcOHWLHjh2YmpqSlpbGwYMHmxz7QV1Q/MiRI0yZMoWNGzeSmppKZmYmb7/9dpPbys3NJSUlhQ0bNrBy5UqSk5PJycnBx8cHLS0ttm3bhqurq2CDdfXqVcaPH4+amhphYWEoKSmRmppKu3btuHnzJqampoSEhAjKaGlpaQoF0a8TMpmMhIQEvL29OXHiBEeOHKFt27aCdWtxcTEnTpzg6NGjgl1qTU0NMTExpKWlMXjw4EbrbOq6E/lnSKVSJk2ahIuLCwMGDCAxMZE+ffrQp08fweZWnkjv1asXUVFRBAQEYG1tLTwL/sr8mpoaIiMj6dOnD25ubpw+fZoffvgBW1tb3N3d2b9/PxKJRFDbWLp0KQ4ODri7u3P16lWgTgVy7NixWFtbk5WV9QLO1ovHwsKCqqoqZs2aRUREBKGhoXz66af8/PPPlJSUoKurS0BAAIcPH0YqlXL+/HmaN28uKOI4OTkRFhZGUVERgDBGlCdbm3qOnT9/npUrV+Lq6srGjRspKSl5kafgmSG3CT548CB6enrcu3ePwsJCJBIJkZGRLFmyBIDbt2+zbds2PvroI3bu3ElOTk6Ty9V/dn744YekpKQQFxf3TBV6/ylVVVUkJCSwfPlykpKSkEgkfPnll9jb23P8+HEA9uzZw5AhQzh58qSgHLdq1SrWrVv32HUPHjwYKysrJBIJ/fr1o6ysDDs7O7p27YqdnR0ffPABFy5cYMuWLXh7e3P16lU2b97MvXv3+Pbbb4UxiJ+fH+np6cyaNYvly5dz4MAB4b3kUed55MiRpKWlsXHjRlq3bs39+/e5d+8eR44ceWXVHEXePCQSCYMGDWLAgAG4u7tz69YtYd7mzZvp06cPDg4OZGdnc+7cOUaPHo2vry+XLl3i7bffJiMjA3Nzc5YuXcqnn34KwC+//EJtbS3Z2dm89dZbWFhY8O677yKRSJBIJBw+fBhoWnn8ZUY+7qhPSEhII8s+qFPtio6Ofi77VL8o568yceJEnJ2dOXr0qGDTKyIiIiLyYhAVc0RERETeUOTS+r/99hs3btxAQ0ODHTt2oKOj81L4/j6qi/mbb74hMjISPT091NXVcXBwoHXr1hw+fJjy8nKCg4PJycmhpKQEb29vWrVqxapVq8jJyUFdXR0PDw9KS0sF/1x1dXVu3brF3bt3sbOzw8PDA4B79+4xePBgamtr0dHRwcrK6rmfg9eZLl26iIn4lwQNDQ127dqFqqoqwcHBdOjQoUk7jPrSxk1Jiou8uhQVFbFgwQLBN37kyJEsWLAAmUxGfn4+M2bM4PPPP6eoqIjU1FRmzZrFoUOHSEhIQEtLC5lMhpWVFb///jvl5eWsWbMGNzc3Tp48ib29PQcOHGDYsGHEx8dz6dIlCgoKcHJyIiIigrS0NHr06MGiRYtITk5m9erVqKiosGbNGqytrenTpw/dunXj9OnThIeHM3DgwOd6bmJjYxk7dizKysqMGzeOsLAwOnbs+NjPyJfLzc2ltrYWHx+f57S3LychISGEhIQI447t27fzf//3f9y8eRMfHx9UVVUZMmSIsLxEIuHEiRPMnj0bfX19Hjx4wJkzZ3B1dWX+/Pmoqr66r7D1rZMmTpwoKADVVyeDugTn1atXefjwIc2aNUMqlQrzLCwsSE5OBhAKE+TB7/oWSS8jTVkinj9/nlmzZqGkpERFRQW2trYsWLCA4OBg1NXVWbRokVCs8qpy586dJhWNYmNj0dLSIjo6mvj4eEaNGsXo0aMJDg5m165d+Pn5Kaynofx/q1atOH36NKmpqcTHx7+2VlZdu3YF6hSzjIyMhL+tra1JTk7mypUrwu+nZ8+e/PTTT5SVlWFmZoaqqqpQwFafpq47kX9GQkICxsbGREdHI5VKcXZ25qeffgLAy8tLSFr7+fkxf/582rRpw6+//kptbS1Tpkyhf//+f2m+fFvJycloamoik8lYsWIF27Ztw9zcHJlMRkpKClD3m0lKSiI9PZ20tDSWLFnC2rVrRSsN6pKjcjWyXbt2cf78eVq3bk1xcbFQePPdd9+hra3NwoULSU1NZceOHUydOpXy8nKOHj3K4cOHiYuLA+qSsnJkMlmTzzFLS0s8PDwYPnw48PI+q/4pDW2Cy8vLkUgkgtpM69at2bFjB+rq6igrKwsJ69atWzdaDhSfnZs2bSIuLk6w+HxZ6dGjB2VlZZw/f1747csLsbp168aZM2fYs2cP0dHR/PTTT8K12KtXL+H325BHJfEfPnxIt27dOHr0KN7e3vzxxx/cv38fHx8fbt++LVjxGhsbU1FRgYGBAVD3bFFTU6NLly7COOP27dvAo8+z/DPygulhw4aRkJBAUlKSUAwoIvIq8PDhQw4fPkx8fLzwrK6trWXVqlWkp6dTWFjItGnT2Lt3LzU1NSxZsoTq6mquXbvG0aNHKSwsZOvWrUJDorGxMb6+vpSWlhIXF4eRkRE+Pj4KKpHz5s17kYf81Gio3nfnzp0nUsuSxwo6dOjwXG31/q79pYiIiIjI0+fVjWqKiIiIiDwVGiYFJk+e/FIEK+WJPDmjRo0S/v6zzsYtW7Y0Ob2mpqaRdGd6evoj15Oamvokuywi8sri4+NDRUUFHTt2xM7O7kXvjshzpqFv/KVLl6iqquLgwYNIpVJ69+7dyFLH2NiY77//nsmTJ3P27FmkUim6urps27aNpUuXsmvXLmH9p0+fxtXVlfDwcCHZ0NDywMTEpFEgcN++fZSWlhIWFoaBgQGenp4vpDAnICDgbwXNvLy8nsEevbrUt0CQF5DUnwf/UySxtbXlyJEjCsu8DnLaDYuOY2Nj8fb2FpJEcpSVlZk9ezYuLi40b95c6EYF6N27N2vXrsXDwwMzMzNMTU1fePBbXnTVVPemmpoatbW1HD9+vJH1JYClpSUBAQFC8URNTQ3V1dXExsayZcsWYmNjX3kVwry8PM6dO6cg519bW0toaCg5OTncvXuXoUOHoqOjg7q6OmVlZRw9epR58+Zx9OhR4TMN5f+vXLkiFK3Y2Ni8toU59ZOiTXVam5mZCdeWvFjN0NCQK1euUFtbK0yrT1PXncg/47fffsPe3h5ASGbr6OgAKBTkPS4Z/lfmA42K98LCwoiIiKCmpkbBzqGgoEAokOjVqxcLFiwARCsNOcrKylRUVHD58mXatWsnFIFKpVL8/Pz48ccf2bFjB7t27eLChQtMmjRJsHx2d3dXKChtat0Nn2NBQUFMnjyZNWvWIJPJWLJkCb17935eh/vcaGgT3LlzZzw9Pfnmm2+AuoKkr7/+ulFhjaWlZaPlCgsLFcaga9as4cyZM1y+fPmlbpJQVlbG0NAQKysrDh06hIqKCtXV1SgpKeHn58d3331HbW0t+vr6dOjQQSgM+Pnnn3nrrbcU1vXw4UMAhTFE/XPXrFkzcnJy6NChA8nJybi6uqKtrc2+ffuIiooSlNSUlJQUinuUlJT4/PPPqaqqEqbJ5z/qPDf8zoYPH46/vz/V1dV06NDhH50zEZHniVyR0sbGhqioKExMTASlMzU1NczNzSkvL0dJSQkjIyMmTJiAkZERe/bsoaysjMzMTJo1awbUPWvbtWun0MgFdTZ848ePV5jWlPL4y0BoaCiBgYEUFRUxc+ZMzpw5Q2BgICUlJcybN0+wsJs4cSKurq6CleOmTZtQUlJCT0+PkSNHAlBYWMjkyZOJjo7mwYMHTJ06lcrKSvr168ecOXNIS0tjwYIF3Lhxg/DwcKZPn07z5s0JCAhQUBUVeTLk19PrqiAqIiLyeiEW5oiIiIi8wTSVFIC/H6yMjY2lrKyMHj160KFDB8LCwhq9nD0JT3tgPXHiRPLz89HR0WmUFBQReZN5lJ2MyJtBQ9/4Tp06CZ2rj7LU6dq1KxKJhNTUVM6dO0d+fj7a2to4OTkRFBREbm4uZmZmHDhwgEOHDtGpUyfee+89bty4waxZsyguLmb37t0EBQVx7NgxTpw40SgQCGBgYCAUUjZU2vinSKVSgoKCuHTpElpaWjg7O3Pw4EEePnzIunXrqK6uJisrCw8PDywtLZHJZHzzzTecOnVKsOzKzs5m6tSp1NbWMm3aNAICAgDIzMxk165d6OvrM2nSJMLCwkhOThYUqr744gtSUlJQV1cnLi6ONm3akJWVhVQqFc69yOvH44qO5cjHTUOHDlWQGXdxcRH+biqQ3VTw+2Wga9euzJ49W7CuaMicOXMICgqivLwcZWVlwToqPz+fyspKvvvuu+e8x08fCwsLtLS0FBSNsrKyBOuOqKgoCgsLgTp7yS+++IJOnTo1uuc1LEoxMzPj119/BeDs2bPP6WhePlq3bk3Pnj1xcnLC2toaAFVVVcaPH4+9vb3Cb0dOU9edXFVB5O9haWnJ8ePHGThwIFKpFKlUyt27dwEULB/q2wnLaZgsf9x8qEsk1i/e++CDD4iOjiYjI4MVK1YI91Zzc3Oys7MBxYT/q2al0RRFRUVCQUC3bt0ICAhQSO45OzszduxYNDQ0hGTgyJEjBaXcDz/8kAMHDpCfn4+lpSVFRUWoq6vj5uZGTk4OH330EYWFhfzxxx8sW7aMyMhIzp49i5ubGzo6OiQlJXHy5En+/e9/89577ykUU8gLaRs+x4B/FBt4VfD19WXEiBH0798fbW1t7O3tqaiowNXVFSUlJUaPHt3oGlRSUsLa2hoTExOF5eTWsnJsbW1xdnbG2dn5eR/WE6OsrMxHH32Eh4cHSkpKvP3220RGRuLk5IS/v79QdGxra8vGjRtxcnKiRYsWbNmyRSEG5ePjg6Ojo0IRl62tLb6+vsyYMQNDQ0MyMjIoLy/nwoULnDt3ji5duuDv709BQQHl5eV06dKlyX2cNWsW+/btazT9r55nHR0dmjVrJtpYibxQpFLpEzeRyJ+N2dnZeHh4cO7cOYyMjCgoKBCKAnV1dYE6NcLVq1eTnJzMjh07qKysFIpyXhfs7e1JT0+nuLiY1q1bc+/ePW7cuIGxsTEjR44kPDycfv36MXHiRAAyMjKYM2cONjY2XLp0icuXL5OXl8eQIUNYtmwZ2traBAQE0Lx5c2JiYhg4cCDR0dHcv38fqFMVs7GxISgoiJUrV9K3b99XdjzysvJ3fhd/5zMiIiIifwexMEdERETkDSYrK4tWrVo1Sgr8k2BlWVkZSUlJf6tj6FkPgkXpThEREZHGbNmyBV9fX8aNG4e/vz8uLi4kJiYCj7bUkT8namtrWbx4MRcvXuT06dOMGDGCxYsXM3nyZMrLyxk2bBjh4eEMHjyY9PR0tLW1GTp0KMeOHSM2NlYovNTX128yEHjr1i2uXbuGvr5+k17u/4SGthsPHz5k5syZ5OXl8emnnxIXF4eNjQ2JiYn07dsXU1NTXF1d+frrr+nduzeffvop8+bNIy4ujrZt2+Lo6CgkAzMzM9HQ0EBfX58zZ86Ql5dHenq68ExNT0/n6NGjKCsrC9OysrKoqakRC3NEXklycnIYNGgQt27d4uDBg3zyySdcvHgRTU1NEhISyM7OFu4r1tbWvP322/Tu3Zt169bxww8/KKzrdRuv6enp0atXLwVFo+nTp5Obm4uXlxft27enbdu2AAwZMoTg4GASEhL+dL2tW7fGxsYGJycn3n77bdTU1J71oTx36itt1S/UDw8PBxCSoU2pNU2ZMoUpU6YoTJMXDBgZGTW67kT+GYMHD2bv3r04Ozujra3N/Pnz8fT0RCaTsXDhwqe6rSlTpigU74WHh3P8+HEqKipYvny5sJyJiQlubm7Y29ujrq7+Wt1bGqodRkZGsnTpUlxdXZHJZMTExBAUFMS4ceOEcUZ9pdyioiI+/vhjwsLC2LdvHxKJBIlEQnh4OI6OjqSlpQmqAKqqqvz4448sW7aM9u3bM3r0aK5du8bChQvZvXs3+vr6mJmZveAz8vLQlE2wv7+/gprT7t27BavTe/fu8cEHHwAwd+5cheVAsZgpKiqq0fZeNkXB+vdtb29vvL29FeYrKytz7do1hWkjRoxAT09PuJe3bNlSOO4FCxZQXl7OF198wdGjR8nLyxN+5xKJhJYtWyKVSnnw4AG2trZYW1tTVFTE+vXrGTZsGFlZWXzyySdcvnyZwMBACgoKUFZWFmxqY2NjycrK4sMPP6SmpobFixf/6Xmu/7eamppQ5CAi8rRoWHy5evVqhYaSAwcO4Orqiq2tLUVFRURFRTFy5EiuXbtG+/bt6dWrF/Pnz3/k+tXU1PDy8uLYsWMkJSVx7tw5VFRUmDZtGk5OTigrKxMZGQmAg4MD27dvR1dXl3bt2mFoaKiwLnNz81e+6NLBwYHQ0FCkUin+/v4kJCTQqlUrQZ2yvoUdwMGDB1m8eDEnT56kTZs2VFVVMWjQIGbNmoWhoSE///wzaWlp+Pr6MmbMGH799Vf+9a9/4evry/bt23nw4AFRUVH8+OOPLF26lI0bN/L++++L1qpPSFVVFSNGjKCyshI9PT369++Pm5sbBgYGdO/enZycHLZu3UpNTQ2enp4kJSURHR3N3Llzad++PevXr6dHjx5YW1tjZWVF165dmTVr1os+LBERkTcAsTBHRERE5A3mnXfe4fjx442SAo9DJpMxdepUIdmyYcMGgoKChIFwfn4+v/32G3v37kVTUxN1dXWsrKxwcnLivffeY86cOfz8888AfPfdd3Tv3h07OzuaN29OSUkJ0dHRTJs2jerqavr27Uv//v3x8PCguroaIyMjtm3bRn5+fqMOwFeRx1k/PEuuX79OTExMo6Df30EmkzFw4EDu3btHcnLyYxUtCgoKyMvLw93d/R9vV0RE5Onh7u7O2LFj2b17d6N5j7PUgbrEMMCBAwdIS0sjPj4eHR0dhg0bxsKFC9HV1eXcuXP88ssv9O7dGz09Pbp3746SkhKmpqaUlJQAPDIQaGhoSHh4OFlZWY8NLj4JEomE5cuX89tvv9GsWTP8/PyYMWMG5eXlVFRUoKmpSX5+Pn369OGPP/7gxIkTZGVlceGN5uvdAAAgAElEQVTCBaysrMjNzeXSpUu4uLhQUFCAubk5c+bM4fLly7i4uNCmTRsSExNRVlamS5cu3Lx5k5MnT9KnTx8GDx7MnDlzBGU5qFMZOHjwIOvXr+fmzZskJycTFxf3VI71TcDV1fWlS0q9qezdu5fPPvuMpKQkTE1NWbt2LQcOHGDdunUKNom///476enplJeX8+9//1voVo+NjWXs2LGvVadi/QTlo+T869OyZUsePHjQ5Oebkv8PDw9HVVWV+Ph48vLynv4BiIj8RZSVlYmJiVGY1r9/f4V/179X17/+5X//1fkNC2yWLl3aaH/kv5vZs2cze/ZshXkvq5XGk9BQ7XDjxo3Ex8cTExPD+++/L3T4+/v7ExAQgKenZyOl3Cdpxrl48SJjxowB4M6dOxQWFnLnzh1B1bBz587P7mBfQf7MJtjDw4Mvv/ySkydPoqoqhuYfh1QqZeXKlUDdPcDR0VGhCayqqgqZTMalS5fo2rUrQUFBhIeHc/XqVQwNDdm3bx8ymYzq6mquXbtGSkqKoFIkx9LSEolEgpKSEm5ubkyfPl1QC30cQUFBGBsbC/snIvK0aFh8uXz5coWGEjlDhw7Fzs6Ob775BhsbG6ytrWnbti0tW7Z87PptbGyIiIjA0dGRnj17CoU1gYGBBAYGKizr5uYmFJ8tWrTotRqnyzE2Nqa4uJh27drh4OCAr68vwcHBXLlypZGFHdQVCEdERFBbW8vbb78t2HiPGTOGH374gePHj9OrVy9UVVX5/vvvGT58OEePHhXWtXr1alJTUzE2NmbNmjUUFRUxceLE19aW9lmxe/dubG1tmTt3LkFBQQCUlJSQmJiIiooKgwYN4t69e2RkZNC3b1/KysrYs2cPAwYMYNq0aUKB8bVr18jIyKB58+ZNbkdU0hEREXnaiKN/ERERkTeU+oH+hjwuWLlv375GyZb6A2FXV1eho2D//v24urri4eHBpk2bcHJyIi8vjzt37rB+/Xo++eQTtmzZQnl5OcuWLWPhwoV8+eWX2NjY0KNHD06dOoWKigr79u1DU1OTsLAwkpKSuHLlSqMOwNeNZznwNzExeSpFOQDFxcW0aNGCH3/88U+XLSgoICkp6S8V5ogvPiIizw95N1F96j8fHmWpI5FIcHFxwcrKijt37lBWVsbhw4eJi4tDQ0OD6upqpkyZgr6+Pl27diU9PR1XV1eys7NJSUnByckJY2NjvLy8gKYDgaqqqkRHRz/1Y3748CFLly7lv//9Lz/99BMlJSWoqKhw4cIF3n33Xbp168b+/fsxNTWlZ8+e2NjYYGpqytChQ5k7dy6dO3cmJSWFtm3bcuzYMdLS0rCwsCAlJYVJkyYxbNgwNDQ0sLS0pGvXrpw9e5a4uDjc3NwICQnhX//6F1KplFatWnHkyBHOnj1LUFAQNTU1TJo06akf7+uEKEv9ctK1a1cA2rZtS1ZWFrt27eLQoUPU1NQ0Skp27NgRbW1ttLW1Bds6qCvMCQgIEL+rJ2Du3LkcO3YMFRUVtm3b9qJ3R0RE5DnRUO3wwYMHCsm9Xbt2sWLFCqqqqnBwcMDY2LiRfZ6uri7Xr18HaDQOhDpFhdraWlRVVbG0tGTlypW0bt2a2tpalJSU0NXV5dq1a+jp6XHp0qXnfQqeiOfdIPJnNsEtWrQgPT39uezLq0J2djYDBgygsrKSZcuWMWPGDAwMDPD29hbG67Gxsfzwww/07duXMWPG8OGHH1JWVsZ//vMf7t+/j5ubG99//z0VFRUEBQVRVlaGvr6+kIANDAwkICAAMzMzFi1aJGw7Pz+fGTNmUFRUxMWLFxk4cCAPHz7k+++/JzAwUFAtWbNmDevXr2fLli1IpVKKiorIzc0VVKZERJ4WTVlN29vbAyiMk3v27AnA+fPniY+P5/79+2hoaKChocHo0aOxs7OjV69epKamMnv2bLZt20Z2drZwL6ypqSEoKIjTp08THh7OwIEDyczMZObMmVRXVzNp0iRat25NaGgoAwYMoKioiM2bNyuorL0utG7dGisrK8zNzSktLcXe3p7vv/++yWX19PSorKzk0qVLJCQk4OjoCNTFWk1NTQkPDycgIAA3NzcmTJjAr7/+ire3Nzt37gTgiy++IDg4GFdXV3766ScqKiqYOXPmczvW14HQ0FCqq6sxNDSke/fuTJkyhaioKJSVlXF3d+fhw4cMGDCAhIQEwsPDMTAwYOfOnZSWllJVVUViYiL37t1jwYIFWFpaUlxczNSpU6msrKRfv36EhYUxbtw4tLW1+e233/jpp59e9CGLiIi8RoiFOSIiIiIiT8T58+fZunWrkGzJzMwU5PZ79uxJfn4+xsbGHD9+HA0NDWbMmMGhQ4eoqqqiqKgIFRUVXF1duX//PqWlpRgZGWFiYsK7776Luro62trahISEUFJSQlFREZWVlUycOJHCwkJu3LhBp06dGnUADhgw4AWflb/P4wJQpqamhIWFAXUS/ba2tkyePJn4+HhBarVbt24sW7aMkSNH8tVXXyGVSrl16xaHDh1CW1tb2E5GRgbTp0+nefPmBAQEkJSUxObNm5t8Uc/NzWXTpk1YW1uzefNmVq9ejYqKCmvWrMHa2ho7Ozt69uxJWloa+vr6nDt3jvHjx1NaWsrdu3exsbFh1apV/PDDDyxZsgRtbW0+/vhjNm/eTHp6OseOHePIkSMsXLiQpKQklJWV2bBhA1DXTS4//gkTJryQ70REROTJ0NPTQ1tbG3d3d7p16yZMf5Tazfbt2wkJCWH8+PGoq6u/iF2me/fuDB48mM2bN7N06VI0NTXx8fHB2dmZkpIS3nrrLXR0dNDX18fX15fS0lKhK/zixYsUFBTg6uqKtrY2QUFBVFVVYWBgQGhoKDU1NQrb0tHR4fjx4+jq6vLw4UNyc3NZtWoVlZWVmJiY0Lt3b+7cufMiTsMLQyKRsHLlSmQymRB43rBhg6BgVFtby6RJkwgPDxeKxFasWCGo9v3+++9s2LBBoYCsYRB5/PjxChLvw4cPV3gmNbRWEPlnKCkpERoaKiR6y8rKyM7OJjAwEE1NTSF5Nnz4cHJzc3FycsLGxoacnBxiYmKwsrIiKysLDw8PJk2axPnz50lJSUFdXZ24uDjatGnzog/xpaQppRAREZHXn4ZqhxcvXmTJkiVCcm/Pnj2sXr2aBw8eEBAQgKWlZSP7vJYtW2Jqakrfvn3p2LEjJiYmCtvw8fHB19eXSZMm8dlnnzFhwgQqKytRU1Nj586dzJs3j8GDB9O5c2dhjPQiiY2N5Z133uHdd99tNO9JGkTeNGJjY4XC8PDwcNTV1UlISBDiBmPGjMHLy0tBwfhxKrl/l+zsbK5evUp8fLxQNC9XPfjvf/8rWE85OjrSt29f/vjjD1auXMmRI0c4fPiwoDYnt2e/efMmp0+fJj4+nkWLFvGf//yH0aNHM3bsWIKCgjh58qSw7bVr1wpJ8eHDhxMTE0NcXBxnzpxRUC25dOkSQUFBBAUFMXv2bKEoWeT5UN9e70nYvXs3zs7O6OvrP6M9+x/yxsb69pt/B3nxpUQiQUdHB2tra44fP87AgQPZtWuX8A4kL9KxtLTkgw8+EN6D5EpxN2/eJCwsjNraWnr06EFBQQGnT59m69atAJSWlhIWFoaBgQGenp54e3szf/589uzZQ4sWLejXrx/79+/HwMBAUOd5Xamvxie/jzRlYSd/j83Pz6eqqoqoqCg2bNjAvn37WL9+PVVVVezdu5fo6Gg2btyImZkZjo6OQsGmo6OjEFP96KOP2L9/v0LsVuSvYW9vz/79+8nJyaF169ZkZmZy9+5d3nnnHbZu3Upubi5z5szh5MmT3L59m9zcXEpKSpg6dSra2toMGTKEgQMH4ujoiJqaGnPnziUmJkbBshPqbM5Wr179go9WRETkdUMszBEREREReSIsLS0ZO3YsM2bMACA+Pp7s7Gy8vb05c+YMBgYGQmf63bt3WbVqFSkpKaioqKCrq0tBQQFdu3YlPz8fVVVVrl27RmlpqfBCqaenx7x58xg5ciSZmZlkZGQgk8no2rUrdnZ2yGQy1NTUFDoAX+XCnIcPH3L48OEmA1COjo5CVb6XlxcZGRmUl5dTWVmJgYEBGRkZVFRUCJ0z8D8biSNHjjBkyBBh+v79+1m6dCmurq7k5+eTlJQEPPpFPSYmhq+++opVq1aRnp5OYWEh06ZNY9++fdy8eZP58+dTXV3NhAkT6NevH2+//TYmJiaMGTOGSZMmkZmZyc6dO9m2bRvm5ubIZDK0tLTo0KEDERER5OTkUFhYiEQi4fz58yxZsoTZs2crHL+IiMjLTX3lNbkVTX2OHz/eaFpTlkOPs5F4Vt2n2dnZKCsrM3LkSHr27Mm5c+eIiooC6oIve/bs4e7du5iYmHDgwAH69etHVFSUoIJz4MABha7xyspKNDU1Wbx4MXZ2duTm5tKrVy/69+/P+++/T0xMDK6urjg6OqKjo8PHH3+skASRP9sqKyufyfG+jMhkMhISEli8eDEnTpzgyJEjBAUFcfv2bXR0dBotX1VVxcGDB6mpqcHBwYH09HROnDghXGcNg8j+/v7A/yTeAwICFJ5JIk8fe3t7du/ezZ07d1BTU8PZ2Zlz586xbt063N3d2bZtG8uWLaN9+/ZcvHiRsrIy9u7dy9y5c0lNTcXGxkZIuLi4uHD06FGUlZXF7+sV4u8mzUREXhShoaEEBgZSVFTEzJkzOXPmDIGBgXTo0IGkpCQePnzIunXr6N69O4GBgRQUFKCsrMyRI0eYMGECWlpa/PLLL7i6urJw4cLntt9NqR2GhIQo/HvUqFEK/25qTCVvjmhquZCQEIV1NrTY6N27N6dPn/5L+yuVSgkKCuLSpUtoaWkxY8YMhQaUvn37kpiY2Giaq6srvXr1Ii0tjQkTJhAUFERubu4ju9q3bNlCbGws/v7+VFdXY2Vlxdq1a1m/fv1jG0TMzc3/0nG8CdSPG8ifvw0VjPv16/dUtymVSvm///s/oM5iJyoqCmtr68fGBPLz85k5cybXr1+nqqqKUaNGsXjxYszNzdHR0cHU1BQ3Nzdu3bqFuro66urqeHh4UFtbi46ODlZWVsK6fHx8mDZtGoaGhrRo0QKoUwC8c+cOfn5+gmpJUVERnTp1YteuXfzxxx/CWFPk5Wb37t107dr1Twtz5Nd7U9ZFf5e/q9opL74sLy+nc+fO6OjoUFxcjLOzM3l5eY3eqYOCgnB0dOT8+fNERkZSW1tLZWUlJSUltGrVCqiLPaqoqAjqOj///DOqqqqYmprSp08frl69yscff8yxY8do164dysrKGBoaEhkZSXFxMT179mTChAlcvXoVMzMz2rdvDyAUoAB8/fXX9OjR45+dtFeAhs/H+s/bx1logmLs4+DBg89uJ19zHBwc2LlzJxcvXkRfX59bt26ho6NDfn4+zs7OKCsro6SkhKGhIV5eXoJa2oABA5gzZw7nz5/nl19+QVNTk5qamiYtO+F/qlQiIiIiTxNRI1pERERE5IkYPHgwBQUFuLu74+7uTrNmzcjIyKB///7cuXOHtm3bkp6eTnFxMerq6lRVVWFubk7Xrl0pKipCXV2dxMRE7t+/j5aWVqP1d+7cmZKSEmJiYqiqqsLQ0BBdXV1+++034WVmz549ODk5YWdnx3vvvafw+djY2Mcmef+MgoICAgICGk1/lO3XP6V79+4AQjKqfgBKSUkJHR0ddHR0hGkdOnRg+/bteHt7U1JSQkZGBg4ODoCijURD9YWpU6eybds2xowZQ2lpqTDdyMiIVq1a0aZNG9566y2aNWtGmzZtuH37NqWlpZiZmaGmpoa5ublgN2FkZISxsTFt27bl7t27AFy+fFl4Ae/Vqxe5ubmEhYURERHBuHHjyM3NVdif8+fPI5FIcHV1JTg4WFjPnwXgRF5vYmNjOXXq1IveDZE3ADU1Nby8vFizZg2enp4K8+bPn4+npyf9+vXj008/Bf7XNb5z506ha9zd3R1vb28ePHiAr68vTk5OHDhwABcXF1xdXVm8eDELFy4Ugv0jR458rEJQnz592Lx5M++///4zPfaXBfkzq02bNgp/GxgYCMvUL8iQP2PKysowMzNDVVVVIVCWnZ3N4MGDcXNz4/r168KzTr7M455JIv8MV1dXIiIihPGIjo4On332GUFBQQwcOJBbt24xf/58fv31V4qKimjRogVvv/02Z8+excnJqcmExSeffEJgYCAhISFCF7zI80Emk+Hj44Otra1gVSqVSl/wXom8SjQ1ngsJCaG2tvYvr0MikZCXlwfUJa7+im3u38He3p709HQyMjJo3bo19+7d48aNG4SGhpKSkkJcXBzLli2jurqaa9eukZKSIhR0QF1iKDU1ldOnTwtJHJHGJCQkYGxsTHJyMm3atGH48OG0aNGC2bNnM3ToUPr06UNISAg//fQTqqqqjBs3jnfffZfi4mKGDh1Kp06dCA0NxcXFhTlz5qCrq8s777zDqlWrhORocXExn3zyCefOnaN58+bo6elx8eJF1q9fzy+//EJtbS2hoaEKDSKRkZEsWbLkBZ+dZ0dWVhYxMTFNzpMXZdUvQpArE8rjBidPnuT+/ftMnDgRFxcXduzYQVFREUVFRbi5ueHo6MjUqVORSCT4+vri4OBAr169iIuLw8bGhnfffReZTIZMJiM4OBh3d3d8fHy4ffs2EomEwYMHM2jQIE6ePCkUyO/fv5+8vDyOHDnC/Pnzee+998jOzsbNzY3t27dTVVVFQUEBnp6eaGpqYmRkJNjNSqVSrly5goWFBbq6uhw9epTIyEiGDRuGnp4eqamppKenc+DAAbS0tIiNjaVjx454eXnxyy+/CPYz8kKtsrIyQbXEwcEBmUzGhQsXiImJYdmyZc/2y3uFkV8PQ4YMwdHRkbi4ODw8PPDx8aGwsFDh2pEvP2TIEAYNGoSDgwMVFRVIpVImTZqEi4uLQiPevHnzePfdd4XrOjMzE1dXVxwcHPjuu++AOntkFxcX3NzcuHr1KgcPHsTf358vv/yS0tJS4X1Bvv3w8HDGjx9P//79KSsre+LjraqqYsiQIXh5eQmqKG5ubvj5+REbG0tiYiJ9+vShT58+JCYmAgjWR/C/WOOePXvo2bMnQUFBvP/+++Tk5ODu7s4777zD/PnzMTU1ZfPmzdTU1ODv74+Pj49QCK2pqcm4ceMwMTHhzJkzNGvWDA0NDdTU1Lh69SoFBQVoaGigoqJCVFQUHh4eSCQSfv/9d65du0ZJSQlt27ZlxYoVqKurk5eXx507d/j111/R09MD4Oeff0ZFRYXExETeeustoO43smfPHlJTU0lISHiuBaoibzbGxsaUlJTg6enJnj17ePjwIWPHjuXhw4dIJBKioqKQyWSoqKiwZMkSNm/eTGlpKV27dmXAgAHExcUxb948oK5wytLSku+//x6JRMKpU6cE9T3RYllERORZILYxiYiIiIg8EUpKSnzzzTcK0+orswAKL9j79+/n8OHDXLx4kf/85z/4+voSFxeHRCIhJSWFdu3aMWTIEDp27Iiuri6ff/45169fJywsjLS0NB48eMDUqVM5dOgQJ0+eFCRhG3YAvozIZDIGDhzIvXv3SE5ObrLgJDs7W/i/h4cHmZmZjBs3jtjYWKRSqVCwIg9k29vbs2zZMjZt2sSZM2e4cOECFhYWXLlypVFQrT56enqsWbOGoqIiJk6cKCQ+63+m4eeNjIwoKCigurqawsJCdHV1m1wO6gqGTp06xTvvvMPPP//MpEmTMDMzIzo6moyMDFasWEFAQIBwHJaWlnh6egrXknwb4kvPm80/lXwWEfmr2NjYEBERIfx78+bNwt/9+/enf//+Csv/Wde4PAgrx8TEhJSUFOHfXl5eCvPrX+vh4eHC30ePHv3rB/GK86jnT/PmzTl//jwAOTk5uLm5Af8LihkaGnLlyhVqa2s5c+aM8Lnu3buzY8cOmjdvTnV1NWpqagqfa/hMWrt27bM9wDcQY2NjiouLadeuHQ4ODvj6+hIcHMyaNWs4c+YMly9fZvLkycLyDTuS1dTUqK2tRVVVVUjeLV68mH379r104z6JREJiYqLCfUTOhg0bXmk7zuLiYlq0aEFoaCgrVqxg3bp1BAUF8eWXX1JTU8P8+fPx8vKiT58+dOvWjdOnTxMeHs7AgQOFdRw8eJAlS5Zw//59PvjgA8aOHcv169cZP348f/zxB3Z2dixZsuSN7LJ+E2hqPLdixYonGudLJBIcHR3p0KFDo2fo00RuDyyVSvH39ychIYFWrVqxadMm4uLihI5rNTU1AgMDhY7rRYsWAf9rsrCysiI/P5+2bds+s319lfntt9+wt7cXzm+3bt04dOgQzs7OWP0/e2ceV1P+//Fnm1REi4ps2TUZGVtIXUmaNI2hsSZlyTJmML6MpqQxCDPGMJbsNZSxL4VScmuMPUpDJGQJKYqSUt37+6PHPb97K4axm/P8R537OdfnnNs953w+n9f79WrThqioKOrXr4++vj6amprUqVOHw4cPY2pqKhT4uLi4sGDBAj777DPu3LmDgYEB9erV4+TJk5ibmwuRhw8fPuTkyZO0bt2ajIwMli9fzqJFi4iNjeWnn35izJgxQoEIQN26dd/imXm9WFtbY21tXeVrintVrVq1BPellJQUbGxsVOYNRowYQYsWLQgPD8fPzw+5XI6xsXGliCe5XE6vXr24fv06J06cICkpCR8fH86cOUNmZiYNGzZkxYoV7N+/n+DgYLp06SK4IUqlUh4/foyzszOnTp1i5cqV7Ny5Ey8vLwICAmjTpg1xcXGMHDmS6dOn4+joiLa2Nvfu3UNPT4/c3FyOHTuGRCLBxsaGnj17CguuL4O6ujoLFy4UIuMAfvrpJ27cuIGjoyNmZmZCJJCIKk9zxszMzKz0t6NA2f1ZJpNhYmLCmjVrVMTBilj7Xr16MXLkyEqOmUOGDBFElHK5HDU1NZydnfH396dZs2ZMmTIFX19funTpwnfffcfRo0eB8gJBhbDnRdm1axedOnXCz88PHx8fgGc6YTs6Olb5PvPnzychIYG8vDyVwkCJRMLixYvp3LkzM2fOVDkeZSwsLCgtLRVi2aB83LR9+3ZkMhlGRkbk5OSQnp7O1atXcXJyQi6XM3PmTO7evcuvv/4q9KNNmzaoqanxySef4O7uDpS7VCnuee3bt+fo0aNcuXJFEM6JiLxp6tatS5s2bWjcuDHZ2dl07dqVU6dOYWdnh52dHWlpabRu3VqYi67olqZMVZGdb4u8vDzi4uLo16/fU9vY2tq+NndpERGR148ozBERERERea1UFJ6cO3dOeO15ogmU91dUZVTkyZMnfPnllxQXF2NgYEDv3r355ptvSEpKQl9fn7CwMHJzcxkxYgSGhoZcvXpVmBSsmJeuzKpVq1i3bt2/dstRLGwoV3hWtLJVuDYUFRWxcOFCjh8/LrymcG2Qy+VC5Um3bt34+uuvsbKyokOHDs9d0bNy5Up27NhBQUEBAwcOrGR9XhUaGhpMmDBBqGZftmzZU9v6+PgwZMgQVq9ezccff4yNjQ3fffcdx44do6CggIULF2JlZYWvry8DBw5k8+bNmJmZIZFIUFNTY/DgwZVcK0TeX6RSKYsWLUImk3H//n2io6MZPXo0mZmZmJubs2HDBsaNG8e3335L69atWbJkCXXr1uXcuXPY2tri4OCgYne/f/9+jh8/znfffSfkpnt7e7/twxQREXkNaGtrExUVxcmTJ6uMw9HU1MTb25uuXbtib28vbP/hhx9wc3NDJpNhaGhYaTItMDBQ5Z4k8nr4pwlSKK9KrOrZSuFMNWrUKFatWiU45WzduvVNHsJL87zCnH8bb/C6mTZtGocOHWLr1q20bt2a0NBQXFxcyMzMZNiwYcyYMQNnZ2eys7Px9/fHyMgIJycnFWGOnZ0dzs7OlJaWIpFI8PT0JCgoiMmTJ+Pk5IRMJlOpslY8pysvfoq8XhTRQufOnSMtLY26deuSnZ2NsbExZWVl1KtXj1u3biGRSNi4cSP169fH09OTixcvsm/fPkpKSujYsSMmJiZoa2uzY8cOateujZubG7Vq1SImJoaioiLu3r1L+/btycjIQCKREBERQVFREc2aNaNVq1a4uroyffp07ty5g6mpKXp6euzfv5+QkBCWLVtG7969cXR0FOIfn2eMV79+/ec+D88rKCwrK2Pw4MF4enri4+PDyZMngfIxqqWlJX///TdfffXV6/q43ntatmzJsWPHqFmzJjY2NsTHx1NQUCBEgioiLB8+fEhpaang9gBw/vx5hg0bxtSpU1m2bBktWrSgRYsWBAYG0rJlS/z8/EhOTsbMzAyAgwcP0rFjRyIjI+nfvz9xcXH873//4969e9SoUYMWLVpUKhD5UFGISCMiImjbti3JycmEhoZy4sQJUlJSkEgkzJs3j++//15YlK9Tpw5BQUEkJibStWtXDhw4QGRkJOvWrePJkye0aNGC3r17069fP1JTU3n8+DGPHj2idevWQnFRq1atCAkJ4c6dO+Tm5jJv3jySk5P5+eefad68OR9//DFbt26lsLCQ9u3bs3PnTj755BNKSkooKSkhPDycLVu2cOPGDUpLS6lfvz49e/YkKysLX19f7O3tycrKUin4Gj9+PIGBgRw6dAhzc3NBdK8cvftPKLdVCAwnT55cqU1FxMXRyii7YdapU0f4+dKlS8ydO1clHky5vcL9+c6dO0Jku/KzkpWVFVpaWsI2hWMmlLu35OTkVCmiVJCamsr06dNRU1OjoKCATp06AS8XV3PlyhUVwQpQpRM2UKlYT3lOVENDAz09PfT09DA2NlY5Zih3xXkWNWrUwNPTk9mzZwuOPKdPn6Zv376oqalx5swZtLS0sLa2Jjo6Gg0NDaGY4eLFi8J5HDJkCCNHjiQ8PJwbN6A05OkAACAASURBVG4A5bGPzZo1E5y2FMURFhYWdOzYkW3btgEf9vVU5N1DIe4HBNdChfsawNy5c6vcT9llXxEL16xZs0rFVy/jxv8y5OXlsWPHjmcKc0RERN5vRGGOiIiIiMhrpaLwRFmY8zzcu3cPJycnqlev/tSFmYoVKtnZ2Tx69IiEhAQ2btxIcHAwAwcOJDc3l9jYWDZt2sT27dv55ptvKuWlN2/eHIDS0lLWrl3LX3/9xYkTJzh27NgLH7tiYUNTU5P+/ftTUFDAnDlzOHXqVKXq4ICAACZNmkS7du0El5yqXBssLCzIzc0FYPTo0ULleVWTSMpUdHtQoDyJpPi5cePGwkTW8OHDGT58+FP3UT4v+/btU2k3f/78Sv9fQkKC8LOfnx9+fn4qryu7Voi8/yiq3rZv346lpSWbNm1i9uzZbN++HXd3d7Zt28aMGTOIiopi69atwvVBYXevXCFXsRpu6NChz4wFEnn3mDRpEgsXLqw0IRkSEiIsuL0JXmSCXuT18LR7lsI96LPPPqtyHwVjx45l7NixKq936tSJgwcPqmxTTLRB1fckkVfPP02QKlD+bBQ/Kz+r9O/f//V18hUyYMAAsrKy0NbWZtu2bfzxxx+kpKTQoUMHPvvsM9q3b8+CBQsqOc20a9cOHR0dfvnll3/9f2dkZBAYGEhISAhff/11JUdLBbt27cLOzg5DQ8MqXw8MDMTW1lao4Fa4ANWvX5+zZ8/SoEEDCgoKaNiwIZqamtSoUQO5XI6RkRENGzYEKi80JSYm8sMPP1BSUiLc29PS0pgzZw5QvsgmVlm/XRTPWsuXLwcQ4jLkcjnnz58nLi4OiUSCiYkJixYtYsOGDfzvf//j008/5dq1a+jo6LB27VrWrVuHvb09kyZN4tSpU0ybNo0FCxagr6/PvHnzmDdvHhEREUgkEubMmYORkRFZWVkYGhpy4sQJZs2axV9//YWRkRFPnjzBysqKiIgIhg8fzu7du9m4caOwMKKI1fmnMd7EiRNf6Fw8j6AwPz8fNze3ShXX8fHxLF++HHt7+xcSBP3XcHNzIyIigp07d1JcXMyyZctwcnLi3LlzhIaG8vDhQ+rXr4+TkxPnz59XcSHZvHkzR44c4ccff+T06dMMGDCASZMm4e7uTnZ2NmVlZTg4OAjtFQ56ffv2RS6X06RJE2JiYujbty+mpqZYW1tXKhBRuFwoI5FIVO5V7zN37tzh+PHjJCYmEhoayqJFi/j999+RSqWCM8nZs2eRyWR8+umnJCQk0KxZM9avX0/9+vUJDAykVq1agrhy0aJF3Lt3DysrK7KyskhOTub8+fNoa2sL94sFCxaQk5MjRE59/PHH5OXlkZeXh4+PD/v27UNHRweZTMacOXNISUnh7t27uLm5cfToUdq1a8fnn39OZmYmN2/epEGDBsD/OwlXdPHV0tLil19+4cmTJ3Tr1k0l/uhNMW/ePIYNGyY6Z/F0Z8ybN2/St29fvLy8GDp0qCBMqfh5KsR8rq6uKkLmim6LFR0z1dXVK4koFY6MUC4S9PDwEAQ0paWlpKSkvJRQ2sLCguTkZFxcXDhz5gw2NjYq71eVE7ZcLqe4uJiLFy+qtCssLCQvL0+lAO9pDpPPg46ODgYGBmhpaQlix2+//ZaePXuipqaGpaVlpQK8sWPHcvXqVYqLi1m/fj0nTpwAoHPnzqxYsYKePXvSqFEjGjZsSJ06dejTpw92dnZoaGjg4ODwStyqREQ+VKRSKQsXLqS0tJTi4mK2bdvG0qVLhZjUdevWsWrVKmJiYpBIJGzdupWvvvpKZbypEPpB+Zx9RkYG6urqHDx48J0s+hAREamMKMwREREREXmtPC0uRHlRTrFNIfhQTL4ePnwYZ2fnf1ysrVihkpubK1jhd+jQQYgTsbS0RF1dHXNzc9LT03n06JFgp5uVlUXz5s0FYU5OTg6NGjVCU1PzX1fPKI7b0dGRo0ePsnnzZnJycggICFCpDl6xYgUnTpzgzz//JDw8XLC5FRF5n1GuesvIyKBDhw5A+XcyMTGR7777jvnz5zNmzBhq1qyJnp6esK/C7h54ajVcdna2OOn5HiGTyYRKXBEREZEPhZCQEHR1dVmzZg2bN2/Gx8eH33//ncOHDyOTyXBwcCAuLk5Y7HR2diYnJwc/P79Xuoj/NFEOlAtzrKysnirMeRZqamoYGxvTrl07jh49yvXr1zExMUFNTY379+9z8+ZNDA0NKy0QLViwgDVr1mBubi48WysW2RwdHZHJZB98lfWz4s5ex34viuJZ6969e4wbN46UlBRu3rxJaGgogwYNYtiwYeTn5zNx4kTmzJnDxYsXOXjwIMOGDcPa2pqioiIMDAxQU1Nj0KBBbN++nStXrhAcHIyhoSEWFhaVjuHnn38mNDQUXV1dbGxsMDQ0REtLi/PnzwtCrrt37xIREYGBgUGluIHLly8/1xjvRXleQaFygYGC//3vf5XiREJCQvD09PzXiyMfkiBEgbq6OmvXrkUmkzF69GjmzJmDoaEh27ZtY+bMmcyfP59FixbRu3dvJBKJipOqv78//fr1Y8OGDejr6+Pi4kJkZCRlZWVERUUxfvx4Zs+eLYh7mzdvjo+Pj/D3FxkZSb9+/dDQ0MDExASoukDkQ6ZZs2ZUr15dcCNRJicnh9TUVEGceffuXeRyOSYmJir3KWUHlG7durF161YuXrzIw4cPUVNTo2HDhgwZMoSDBw9y9epVpk2bxsyZMzlz5gxNmzbl7Nmz1KxZk/T0dObOnYupqSl5eXksWrRI+C6PHDmSU6dOUVRUhL6+PmpqatSpU4f8/Hz09fW5f/8+qampKkIsBXv27GHp0qUUFhbi4eHx0ufseVztKraZPn36S/+/HzpVxYNVhULMZ2dnR40aNSoVgSmo6Ji5du3aSiLK3r17M378eL788ku+//57fHx8ePDgAerq6lVe61+Uvn374u7uTu/evTEwMKj0elVO2F5eXtja2qpENU6bNg07Ozusra0xNTV96v+nfDzKhQrKc6zKxXQV49ZcXFxwcXFR2abcXvmeCOX3WAVVOYh4e3uLbsYiIi9AUVERMTExbN68mWXLlpGZmYlUKiU1NZWgoCB8fX25fv26sFZScbypKNAtKSmpFN0nIiLyfiAKc0RERERE3nsqVqg0adKExMREAE6dOiVEYFWswomOjq6Ul67A2NiYa9euUVZWJti0vgwKcU9V1cHXrl3j448/FtqJwhyRDwHl75uOjg6JiYn06dOHU6dO0axZMzQ1NWncuDE//fQTffv2Vdm3qgq5itVwWlpab/qQRJSoWOmzadMmhgwZohINeOPGDby9vTEyMsLFxYXff/+d2NhYVq5cyYYNG9DR0REihQ4ePMiOHTsA2Lt37xuZVEhKSiIxMZGRI0c+9z4hISG0adOmkmAzIyMDf39/0fVLROQ/RFlZGVOnTiUlJYWHDx/yxRdfCK9JpVJ2797NX3/9Rf369cnPz8fQ0BAXFxfu3LkjtLO2tsba2prExERmzZrFmjVruHPnjhDHs2bNmipdFg8dOiSI0gFsbW05fPgw69evJzQ0lIKCAubOnUurVq2IiooiNTUVd3d3vLy8GDlyJPn5+bRu3VpwSwEYN24cX331FTVq1ODChQs8evQIKF9E09TUpEmTJnTo0IF+/fqxbNkyjI2NCQwMJCkpiYCAAJVz88UXX/D5559jbW0tLFJNnz6d4cOHM3v2bLp27crcuXPFKuu3iOJZSxFfoRA85+TkYGFhwfz587GysqJatWr88ssvJCYmMmPGDJYtW0bXrl2pVq0aRkZG7N+/n6SkJGbNmsWZM2cE6/3+/ftTrVo1RowYQVZWFiUlJcTHx+Pt7Y2Ojg6pqalUr16dCxcuEBQUxJo1a6hbty4tW7ZEX1+fkydPVoqQadKkiTBOetYY720TEhKCh4eHWLVcBQqBjjIVHWKVRUnW1tbUrl27SlHUw4cPUVdXJzMzE1dXVx4+fMj9+/dZsmQJGRkZDBw4UHCstbW1JSEhAXV1dby8vAgJCSEyMrKSo9nLRlm/q1T1HVFsMzY2pk2bNirRNmpqapX+fpXfo27dujx+/JimTZty+/ZtHjx4wJdffomWlhadOnWiVatWQHmczyeffEJISAhPnjzhyZMn1KxZE2NjY/Lz84XPXi6XY25uTosWLbhx4wZ2dnY0b94ciUTC9OnTsbS0JDMzk9LSUqysrFQcfpXFCAMHDnyp83TgwAE8PT2RyWSUlpbyyy+/kJyczKZNm2jVqhUaGhoUFhZy+fJl7OzsuH37NufOnaNWrVoYGxujra1NnTp1hOubrq4utWrVoqioiBs3btCiRQvU1dU5fvw4o0eP5uDBg4wdO/aFxiLvA//kjDl16tQq96nYvuK1oiq3xaocMyteL9zd3XF3dxd+37lzp8rrin79W7S1tYmIiFDZpnwcVTlhK7tfK3BxccHNzY3MzEzBxauqyJ2KxyPy9pHL5bi6upKSkoKfnx9jxox54fe4c+cOa9eu/U+JRv+rKMZw1tbW+Pr6oqWlJVwD69atq9L2WeNNLS2tStF94rOniMj7gfhNFRERERF5bUgkkpeq9vTy8nquaJO+ffty5MgRevfuTV5eHiYmJujo6NC9e3fCw8MrxV0o6Ny5M3v27MHV1ZWMjAyV1zQ1NfH29qZr167CYvHLoHg4VlQHS6VSpFIpMTExNGrUiJSUFIBXIgISEXnXMDAw4Ny5c9jZ2ZGSkiJElLi7u7NixQpcXV1V2ru5uXH79m3q1auHq6srEomEGTNm4ObmRo8ePRg0aNDbOAyRChQVFbF//37GjBnDunXriIyMJCEhgdatWxMXFweUV91u3ryZESNGCPvt3r2bQ4cOqSwsm5iYsG/fPszNzTl79uwb6b+1tfULT4R7eXn9axc1ERGRD4ukpCQhVuerr76qtNipq6uLmpoaly9fJiYmBmNjYyIjIzE3N2fLli0A3L59m+DgYFauXMmPP/5IREQEU6ZMYcuWLeTk5LBnzx4SEhLYvXs3s2bN4vbt24LLoo2NTaU+DRw4EKlUysGDB/n5559p2LAhzs7OhIWFMXXqVObNm4evry+HDh2iZs2aHD16VNh36NChQlX1rVu3cHFx4YsvvmDXrl107dqVS5cuMWDAAEFMq6mpyZo1azh16pTgaCeVStHU1GTEiBEkJycTGhoqPNuamZkRHR2NVCpl7ty5QHmVdUJCAocOHfogRTkpKSl89tlndOvWjfz8fMaNG4eDgwN9+vQhNzeXW7du0aNHD2xtbRk/fvwb7ZviWSssLIyJEycil8uJjY3l22+/JT8/H1dXV8zMzIiIiKB79+6cPn2afv368e2337Jjxw527twpiMx27NhBrVq1OH36NC4uLjx48IApU6Ywfvx4dHV1MTExEWLQQkNDOX78OFD+XRk/fjwXLlzAysoKNzc3DAwMGDRoECUlJWzYsEFwF4DyBdjnGeO9KmQyGaNGjcLe3p5PP/2U2NhYbGxssLGxITY2lpCQEEaNGoWvry8dO3Zk7dq1nDhxgqSkJHr27MmGDRtIT0/HyckJe3t7YVzs5eXFxIkTsbW15YcffgDKY7o++eQThgwZIkSeiPz/NaUqJk+eTK9evbC0tGTgwIEkJCRQWFgo/H3Vrl2bvXv3YmpqyunTp0lISMDW1hYo/2x//vln4uLikEql/PTTT0KU9eHDh4Vr2odMgwYN6N+/P2lpaUK0TY8ePaqMv67I7t27cXFx4fHjx2hoaFCnTh3U1NSQSCTs3buXyMhIoW3Lli0F1xsLCwuSkpIEYYbyAmLNmjXZs2cPly5dEsYCMpmMW7du0aJFC+Lj4+nfv/9rFd8dPnwYfX197t69i7a2Nvn5+WRlZeHs7Mz06dO5efMmmzZtwtjYmI0bN1K9enWsra3ZuXMnR44cITExEV9fX/bv30+jRo04duwYRUVFREVFMWbMGK5evcq+ffuoVq0a7dq14/Dhw5XcSV4UiURCaWmpyrZJkyZRVlZGYGAgsbGxL/X+/xapVIq/v/9r/3/e5jG+arZt24a9vT2ff/65KM54z7h9+zY1a9Zk1qxZleJdnxczM7MX/tyTkpIqCdiUUdzzRN4tkpOThX+HDx+Ok5OTsEbw+++/q8TVPW28CeWincGDB7Nx40ays7M5efLkWzkeERGRF0d0zBERERERee/5pwoVKJ+Yq6qq6vTp05XeT9Fu7Nixr3zC92kZzO3bt6d79+60bdv2lf5/IlUjlUpZu3YtjRo1eiHxWEZGBkeOHMHMzKxKC22RcqqqkqtYEQblVWEFBQXC78rVasoTDBKJpMpqOJG3i3KlT0xMDCNHjqwUDdi2bdtKk1M//PAD48aNo1q1avz444+AavRZRYv914UiLqRx48YqjhS3b9/m6tWrjBgxAgMDA27fvs2uXbuoUaMG58+fx9bWFl1dXSZPnoyenh4eHh44ODhw69Yt3N3duXr1quB2ISIi8uHy0UcfcezYMZydnWnQoIEQr9igQQMCAgKwtLSkWbNm9OnTh+LiYh49eoS6ujrVqlUjNzcX+P94kXr16tG6dWvU1dWpV68eqamp/8plMTo6msWLFyOXy7l7926lPqempjJ9+nTU1NQoKCigU6dOwmvdunUjMDCQUaNG4eTkpHLfVohxFi9e/IrO3n+HiIgI5syZQ1xcHA0bNmTFihXs37+f4OBgpkyZQkxMDJqamnh4eHDp0qU31q+qnEuexpAhQ4Sfv//+e5XXvLy88Pf3rxTnVBFFVE1VVKws37dvH6NHj67SVWHZsmUqvz9tjPcq2L17NyYmJqxZswaZTIadnZ3wnXN2dhaifwYMGEBgYCC9evUiISEBa2trYmNj0dTUZODAgaxdu5YGDRowePBgbt68KfR18eLFdO7cmZkzZzJr1ix27dqFoaEhjRo1emXH8KESEhIiFNZcvnxZiGXp0KEDf/zxB02bNhWE1NeuXROeM62trdm/f3+V8U3Z2dkvHWX9rlHxO9G4cWPBgSM8PFzY3qpVq2dG2yiP0UJCQjhz5gyenp6Ca9WkSZOIjY2lW7duTJ8+ndLSUry8vITPaO/evXzzzTecO3eOfv36MWnSJPz8/IiNjRX6GBsby+HDh7lw4QJjxowhJCSEBw8eEB4ejpubG6dOnaJWrVpCPOLr4M6dO8L4Rk9Pj8ePH3Ps2DEKCwvJyMhAV1eXSZMmUb16dapXr87w4cOZOnUqW7ZsYe7cuYJzTnFxMX/99Rf29vYkJSVhb2+vIrjT1tYWHHZeh7vBm4gPft7IvariGStGgL2s8+jJkycpLi6mT58+/2r/d4VBgwaJBUjvKdOmTePQoUNs27aN4OBgSkpKcHZ2ruQmPGLECIyNjbl06RIzZswgODiYwsJCoqOjyc7OFr4HXbp0oX379hw+fJh58+bh7OxMcHAwISEh2Nvbc/z4caRSKTk5OaxevZrVq1cze/Zs4Z4m8m6jpaWFs7MzRUVFbN++neDgYCQSCWpqagwePJiRI0dy//593N3d+eWXX0hPT6803gTIz8+vFN0nIiLyfiAKc0RERERERF4TyhbLylSVwfwyzkIib46MjAyhAu6fhDnPk0v/X6Bi5NGECRM4ffo0s2fPFiaGJRIJ3t7e6Ovrk5WVxaZNm7CwsBCiOUTeTZQrfSwsLCgpKakUDVjVd8Da2pqQkBDCw8MJCQnB1NT0rcVQ5OXlCY4Uubm5jBgxgvXr1xMeHo6VlRUSiYSjR49y9OhRZs6cyfnz54HyRcP58+cjkUiQy+Vcu3aN3NxcYmNj2bRpE9u3b2fixIlv7DhERETeLM8SAISHhwsLUYaGhkilUmHRCeC3334TqruVr30Vr4MKl8Vt27YBUFJSQk5OzjNdFoOCgoiPj6e4uJhu3boBqFRdtmzZEg8PD2HRubS0VHg/NTU1OnXqxNSpU5/LTUy8P/8zyqLTpKQkduzYQXR0NKWlpXTp0oV79+4xbtw48vLyyMjI4NatW2+5x2+f7du3s2jRInbv3v22u0JaWhpdu3YFyp9n1NTU0NfXB1ARHVtZWaGlpVXlM8/FixcZNmwYUP7MkZmZKewD5XGvitcaNmwIQIsWLV7TEX2YKGKsP/roI06dOsXt27cxMzOjevXqADRq1Eh4flM4sTwtvulVRll/yLRr1064dyh4VnQRlN/7KqJ8H1XcU1q1alVJyFdVMdXrwMzMjPT0dKA8Kk1bWxtLS0uMjY1ZuXIlUO6M0aVLF7Kyshg8eDDr1q0jJyeHkydPCvfxFStWYG5uTnx8PHp6evzxxx9s3bqVdevWvXQfZTIZPj4+XLp0CV1dXQBmzJhBbGysEIulEDopkMvljB8/nosXL6Kjo8PGjRuFmMnXSVJSEgcOHODu3bv069ePKVOmCBHH69atEz7zQYMG0axZM4YPH05GRgbq6uocPHgQf39/4uPjqVatGmFhYWhpaVWK45TL5XTs2BFdXV06d+4sFE0ou7WKiLxuFPO5jo6OlJaWoqmpSWRkJDo6Ovj7+zN9+nRMTU2F+YI//viD0NBQDhw4wNy5c4mOjuaTTz4R3u/evXsEBARQUlLCwIEDWbFiBQkJCVhaWqKrq0tycjJ9+vTh2rVrfPrpp8yYMYO6devSv39/wbHS2tpaeL9vvvmGrl27isKvdwRra2uVNQA/P79KbknR0dHCz1WNuRTbqor6FBERefcRhTkiIiIiIiIi/0muXLlCTEwMy5cvp3bt2tjY2ODg4MDNmzfJyMjA2tqarVu3cvnyZZ48eUKLFi1o2LAhe/fupaysjKNHj2Jvb09cXBzq6urCRJu3t7cw4SROCJVTVFRETEwMmzdvJi0trco2d+7cISYmhsTERObPn09wcPAb7qXIi6Jc6RMaGsoXX3zxXNWsY8eO5erVqxQXF7N+/XpOnDjxBnutypUrVzh37pyKI4WBgQH37t3jyJEjTJs2jbi4OG7cuKHigDN+/Hhmz57N2rVr+frrrzExMcHS0hJ1dXXMzc2FSX0RERGRf8u/cVl0dXXFzs6OTp06Ubt2bQB69+7N+PHj+fLLL/n+++/x8fHhwYMHqKurs3r1apX9hw4dikQiYdOmTW/kGD90lMVWtWvXxtPTkylTpgDlQqslS5bQt29fvLy8GDp06BsVpr4qFCLrV0X//v2FyNO3TcuWLTl27Biurq7IZDJkMpngeqEQu4Hq5wz/L4bT1NSkZcuW/Prrr9StW5eysjLU1NRYsWJFpX1q1arFzZs3MTAweKPOSe8yFcX9mzZtYsiQIYIDwYIFC4Byt5ugoCC++eYb3NzcSExM5MKFC3zyySeMGjWKunXrYm1tTffu3bG0tBREVIr4JjU1NSwtLVm2bJkQZW1vb/+Wj17kbWBra8sff/xB7969MTIyYvny5dSpU4dTp05hZ2fH/fv3qVmzJtWrV6datWr07NmT5ORkqlevruJU0KdPH9atW8eAAQOoVasWAwYMwMzM7JX0saKTl4ODg4prV0VhrVwux8XFhbS0NFq1aoWnpydOTk7o6uqiq6vL/v37VYphFE44QUFBREVFUVRURHBwMO3atSMyMpKZM2fSoUMHIT4rOTmZ8ePHU1ZWxoQJE/Dw8MDLy4sHDx5w9OhRtm/fzpQpUwTHsNDQUJKSkgDV+4dMJuP27dsMHjyYkJAQfH19WblyJffv32f+/PkMHjyYtLQ0goKC8PLyomHDhjx8+JCzZ89SWFjI+fPnmTNnDkFBQYSEhLB3714VlxJDQ0PR1VTkjfHo0SN8fHwEN2FbW1tMTU2F+YJ69eoJAt169eoJTpqK58A6depgYmICQEFBATVq1KBXr15YW1tz69Yt2rZti7m5OampqWhra6Ovr09JSQmrVq0iMTFRRZgzceJEunTpIopyRERERN4hRGGOiIiIiIiIyH+Wzp0706lTJ44cOYJMJntmm9TUVFq1aoW2tjaNGjVi4MCBLF26FKlUSmpqKkFBQfj6+nL37l1iY2P/dbb0h4hy5FFwcLBQxS+Xy4WFiTZt2qCpqYm1tbUoanhPqFjp86xoQECwO1fERimwtLQUflaurH0TWFhYoKurq+JIAeVRNHFxcfj6+rJkyRKMjIxU9jMwMGD58uXcunWLkSNHVlpkex8XV0VERF4dVcWHVBW3o1gIe9rr/+Sy6OXlRXp6uvA+AQEBfPzxx9jZ2WFoaAiAu7s77u7uwj47d+5UeT/l666amhoDBw5EU1OcKnrV6Ovrc/r0acFxcdKkSTg4OODp6cmuXbvecu9EqsLNzY2IiAjs7OyoUaMGAQEBODk5IZfLmTVr1lP369OnD3379mXUqFHMmTOHESNGUFxcjJaWFtu3b69ynxkzZuDm5iYUAoiUoyzuX7dunYoDwZUrV5gyZQo//fQTubm5wrOXt7d3pXi1wMBANDU12bx5M1euXAHKI3Urxje9jihrkfcHJycnzp8/j6amJuPGjcPT05MuXbo8tX1Fp4KsrCygPKby0aNHT91PEfEFPFcclDIVnbzg2a5dx44dA6BGjRpcv36d7777DjMzM+Lj4586/wHli/m+vr6kp6czc+ZMwsLCBFe+3NxcoahhxowZhIWFYW5ujq2tLQMHDhT6pCjUqF69OgYGBhgbG1ca5yu7rHp4eDB16lRGjx6Nm5sb+/btY/jw4ejr67Nv3z5cXFyYNm0aISEh5ObmCpGhjx49okePHmzfvh0TExMmT57Mnj17iIuLo3nz5qKrqcgb4fHjx8ybN4/S0lK2bt1Kp06dePToETdv3iQlJYVWrVqhpqbGN998g1Qq5fHjx0ybNk2Io9q2bRt5eXlIJBKuX79Ox44dhftRu3btkEqlODs7C9eWevXqoaOjQ3FxMQ8fPhQi9pSjwdPS0qhevbpKvF1V8XIvirLz9cvE0D2NSZMmsXDhwirnVKVSKQ0btMgE8gAAIABJREFUNqRJkyav9P98U7zq2FUREZH3E3G2RUREREREROQ/iYWFBY0aNcLc3Jy6desKE1NyuVyYIFJuc/XqVQoKCoT9U1NTkUqlwqCqbt26ALRt21YU5VRAOfLIyclJmJBLSUnh448/BuDvv/+mrKyM5ORkmjZt+tb6KvJuorBkf9nF4orxaAYGBnTo0KGSI0XXrl25e/cuampq1KhRAxsbG5X3WblyJTt27KCgoIDvvvvupfokIiIi8irZtWsXVlZWgjDnefnzzz+ZNm1aJfGkyL9DeeJdEe1SUWQFVIqDUewr8vZRV1dn7dq1Ktt69+6t8rvyorri50mTJjFp0iRh+/79+1X2UXaJUOzTuXPnVxbXc+TIESZPnoyenh79+/enUaNGtGjRAhsbG+7du8fMmTNxdXXl3LlzhIaGUlBQwNy5c3FycsLLywtdXV3+/vtvJBLJMwVIbwJlcX9MTAwjR44UHAiaN2/O/fv3BZFCRRciZfz8/Dh69CgaGhps2bLljfRd5P2kT58+FBQU0KxZs2eKct4WFZ284Nl/+9evX+fChQuoq6tTt25d/v77b2GRvqKQR7mwYMOGDYSFhQkxfor2NWrUoEaNGtSpUweA3NxcGjduDJTPndy9excoj+TbuHEjLi4uGBkZ0aVLF44ePUp0dDTdunVDLpfz5MkTQcwkl8txdHTEwcGBe/fuUVpaioGBARs2bKBv37506NCB/Px8GjZsKMzBTJo0SXDO0tXV5aeffmLYsGE4OztjYmJC8+bNad68+QfravpvBRZff/11ldFyIi+HtrY2U6dORS6Xs2/fPtatW0fNmjWxsbERYizv3buHtrY2S5YsYdGiRQQHB6OhoUF+fj5Lly5l5syZ3Lx5E2NjYw4fPkyvXr2A8vjM4cOHM2fOHJo0aYKWlhYAHh4eLF26lISEBBo0aCD0RfFdbtGiBYMHD2bq1Kn8/PPPb/iM/DtkMpmKkKgiUqkUW1vb5xLmyGSyKgWLIiIiIm8bUZgjIiIiIiIi8p9ETU1NmGQqLCwkLy+P27dvk5KSQnZ2Nu3atVNpAwiCm7KyMlq2bImTk5MwqVFSUkJmZqY48KsC5cij7du34+HhIUzSKTAxMaFv375kZ2cTFhb2Fnsr8jy865U+zzMJU1xcjI6OTpWOFMrblP8eFc4Sjo6OKotuQJVuFyIiIiIVkclk+Pj4cOnSJXR1dbGzs6sUF1FVrMSePXv44YcfaN++PefPnxde/+2330hMTKRXr154e3sTFRVFamoq7u7uTJ069bn71b17d44ePfpajllEROTNsW/fPubPn49EIuHMmTNs2bKFnJwcOnbsyPnz50lKSmLGjBlYWVnh7e3NgwcP+PLLL3FycgKgW7duLF++HFdXVzIzMzE3N39rx6Is7rewsKCkpITw8HD8/PyQy+W0bNmSiIgIJkyYAJQvRiqixJSZP3/+G++7yJvnVSzCRkdHv6LevB4qOnn9Ew0aNOCrr77i2rVrnDt3jo8++ojw8HD69u0rnC+5XE5xcTEXL14U9lu+fDlnzpzh8uXLjB49Gig/v48ePSI3N5fs7GygPKYxIyMDc3Nzrly5IsTvqKuro6WlxbRp0wTXHYXrTXp6Ol5eXsyYMYNOnToB5XMpQ4YMISkpSXDX/fvvv+nevTunT5/m0qVL3Lhxgz59+uDg4EBycrIgdoBy96KlS5eSm5vLihUrOHv2rCBOEF1NVRFFOa+exo0bs3DhQsaNG0deXh4ZGRn4+PjQsWNHXFxcWLlyJdra2gwfPpx79+4hkUgwMzNj4cKF+Pn5cfr0aZo2bcrGjRuRSCScOHFCcMH69ddfiY2NZdSoUVSvXp20tDTu3bsHQMeOHfH29mb27NnY2tpW2beRI0cSFBTE/PnzhYKilJQUPvvsM+7fv8+mTZsYPnw4JSUlfPzxxyxfvhypVMqiRYuQyWTcv3+f6OhoqlWrxpdffklxcTEGBgaCUDkzM5PPP/+crKwsNm3ahIWFBQMGDCArKwttbW22bduGvr4+/v7+JCQk0LZtWy5duoSWlpYQVfnzzz8zZcoUjIyMcHFx4ffffxdEZzdv3iQjI4PGjRuzfPlyQkJC2LlzJ46OjsyePZsRI0aQlZVFnTp12LhxI2FhYezfv5+CggLmzJkjRHqJiIiIvEuIK0ciIiIiIiIi/3nU1dW5cOECixYteuailLm5OZcvX2bNmjXMnTsXMzMzJBIJPXr0YP369W+wx+8X1tbWREVFIZVKMTIyYv/+/ezbt48NGzYIVeT169cnIiKCY8eOCY45ikVHqVQqxmr8x5DJZIwaNQp7e3s+/fRT0tPT8fPzo2PHjkL1uvLkk0III5FIGD58OK6urjx69Ah3d3fs7e0FkU1ZWRkTJkzgo48+4ttvv8XV1fWNH5uIiMh/m927d2NiYkJ8fDx79+5l4sSJxMfHExYW9sxq1vnz55OQkMDMmTOFCnMov+4dPnyYffv20bBhQ5ydnQkLC3shUY6IyPvAs0SvgYGBxMbGvrnOvCJCQkJITEystP3OnTvMmTMHgHXr1r3Qe44fP54tW7YwbNgwnjx5QkpKCidOnODbb7/lzz//RCaToaWlRXR0NBKJBDc3N27cuCHsr3CpkcvlLFmy5CWO7uVRiPuXL1+Oh4cHe/bswdXVVYgCsra2plGjRnTr1g0HBwcePHhA7969GT9+PMHBwW+17yIvTkhIiEq8klwuZ9y4cTg4ONCnTx8WLVrEmjVrgPLvvFQqRSqV4ubmxmeffUZ0dDQbN27ExsaGbt26CcIuGxsbfHx86NChA5GRkQAcP34ciURCt27d3qtxvMLJKyEhgX379qmMkxUOXIptgYGBzJgxQxDlAMydO5eaNWtiZ2cnjINatGiBra0tW7du5fr162RmZtKpUyfs7OxUzs13332HnZ0dP/zwA2ZmZmRkZODq6sqQIUPo2LEjmpqagpNH586diYyMZMGCBXTt2hU/Pz80NDTw8fHh1q1b7Ny5k169etGvXz/++OMPqlWrxp9//slPP/1EXl4eO3bsoH379vz5558MGTKEAQMGsHv3bqysrIiLi6Nt27ZYWFgQGBjIRx99hKOjIwcOHKBu3bps2LBBJS7sQyY5OZlPP/0UBwcHsrKy6NmzJ3Z2dvTv35+ysjLS09Pp2rUrPXr0YO7cucD/j6ElEgm+vr4q42uRf49C8CaVSunWrRutWrUSrkFnzpwBoEmTJsI9/9SpU8K8V0VBobKYTCKRMHv2bH777TfWr1/PoUOHmDJlCoGBgYI4BVTjcRXOfIptvr6+lVx+IyIicHFx4cyZM8TExHD48GEePnzIpUuXKrU5ePAgu3btolOnTkRFRVGzZk2hzZ07d9i+fTuLFy8WRLAhISHEx8czYMAANm/ezO3btzl9+jQJCQnC319RURH79+9nzJgxHDhwgLt377J582ZGjBih0s+PPvqI2NhYrl+/TmFhIV5eXixcuJCFCxeyZs0a3NzcePLkifA8I5PJqF27Nnv37hVFOSIiIu8s4gqHiIiIiMgHQ0ZGBleuXMHBweG52oeEhFBaWsqoUaNec89E3jUqOlooxCHPQtFm/PjxKtv9/PxUfn/V+coiIv9FFAvXa9asobS0FEdHRwYNGsSsWbPo1asXI0eOfOq+DRo0oHv37qxatQonJyd8fHyESf579+4REBCAr68vEyZMoG3btm/qkEREREQASEtLE6JX1NXVq4yLUKBc2a2hoYGenh56enoYGxsL262srADQ0dF5A70XEflwedFYkFcRB/K0MYiZmZkwxli3bl2lhaqqULhfGBgYsHz5cm7dusXIkSPR0tIiLy8PiURCQEAADg4OyGQygoKCiI+P5/Hjx3Tv3l14n+TkZCwtLcnMzMTe3v6lju9lsba2Vvk8qor7UgiYFLi7u+Pu7v7a+yby6gkJCcHDw0NYpI6MjKRBgwasWLGC/fv3k5SUpLIgrODJkydERUVRVlZGly5d+Ouvv8jMzGTChAlERkaSnZ2Nv78/RkZGODk54erqSkBAAHv27KFmzZr06tWLoUOHUq1atTd9yK+EZzkFqampVbpOubm5qfx+9epVjh49iqamJj/++CMAq1evrvRebm5uKvtKpVJu3LjBkSNHyMjIwN/fH1CN66vKSbRivB/8/xzKqFGjGDt2LMePHxdEiVX1RTlGUPk6WtU14kN2NS0qKiImJobNmzezbt06IiMj0dHRwd/fn7i4OK5du4aPjw9eXl5VugUNGDCAwMDAfxxfv0n+bUQXlM8JBwYGqvwNvikcHBzw9PRk165dQLmb1JEjR+jduzcGBgYAdOrUidDQULp3707NmjUJDw8nLy/vud5/8uTJTJ48+ZX0VTF2MDc3Jy8vD3d3d8Hp59atW1W2uX37tiDcbd++vfBebdq0QVNTE2tra9LT0ykrK2Pq1KmkpKTw8OFDvvjiC65duya8n0IsoxxVuXr1atq2bSs4lFfV13r16vHgwQOV11JTU0lMTOTChQuEhoYyePBg1NXVVfonIiIi8i4iCnNERERE/qP828GORCIhNjb2nXSvyMjIIC4u7rmFOc+LmEsrIvLveZ4JsMaNG4uCpv84UqmUhQsXCnbGVlZWSKVS0tLScHFxISkpiVatWvHw4UPOnz9Pjx49uHz5MgBLly7l9OnT9OjRg/z8fA4ePMj9+/eRyWTs3LkT+P8qtDp16ggW6887CSYiIiLyKmnZsiXHjh3D1dUVmUxWZVxEVbESMplMiN7MyckRtlcU81QV4yIi8qY5cuQIkydPRk9PDw8PD65cucKhQ4fQ1tZmx44d7Ny5k9DQUO7fv0+dOnU4ePAgrVu3xsnJiQMHDvD5558zb948AgIC2LJlC5988gkPHz4EICoqiqCgIC5cuMD8+fOfS2D/Ovg3opzRo0fz7bff0rp1a5YsWcLKlStZvHgxurq6KufLwcEBf39/BgwYQEpKChKJBD8/P9TU1PDz8+PSpUs0bdqUZs2acebMGQwMDGjatKngGnHjxg2SkpKoX78+Dx48oH///ty+fZsLFy6goaFBSEgId+/epUmTJtSsWRMjIyMGDx6MVCrlzz//ZNmyZTRo0ABDQ8PXcOZEPiQqxjNOmTJFEGjMnj0bR0fHKuMZJRIJXbp0ITY2lrFjx9KmTRuSkpLo2bMno0aN4uDBg6SlpZGSksLSpUsxMzMjNzeXzp07Y2BgoCIy+OSTTwDIzs6mUaNGaGlp0bhxY2ER18jIiIYNGwL/H02dnJwsiExycnLIzs5+q7Ft/8StW7cYOnSoEDczYMAAfvnlF+RyOePHj+fatWuEhIRgb2/P8ePHkUqlHD9+nO+++46SkhJGjRpFaGgowD+ed39/fw4fPkx0dLRwDvfu3UtMTAwDBgygrKwMS0tLmjZtyl9//cXRo0dZu3Ytt27dwt3dnatXr7J7927q16/PrFmziIuLQ11dXRDajBgxAkNDQ6FdUVERnp6eaGtro6urS0FBAU+ePBH6K/J0lMUNMTExjBw5kszMTLKysmjevLkgvBk6dCgeHh58+umnKvtbWVkJkUkiL0e7du1ISUlR2aaIe1Jm2bJlKr/Xrl1bZS5MWXSm/POrRHnskJOTQ9++ffHy8mLo0KFPjYCzsLAgOTlZcNmxsbEByiPnysrKSE5OpmnTpiQlJfHo0SMSEhJYvXo1mZmZNGrUiPPnzwNw9uxZQDWqsmfPnpw6dYoePXpQUlLC1atXiY+PJzw8nL179xIUFISpqSk3btzg999/Jzo6Gn9/f5ycnJg2bRqLFi3i8OHD2NnZMXz4cM6fP4+9vT2PHj3im2++wdPTk8DAQJVYrDVr1nDnzh28vb15/PgxXbp0ISgoiDVr1gjXnsWLFwv3FxEREZFXybu3qioiIiIi8k7wPopRVq1aJUwMQHlOdZ06ddiyZQs///wzVlZW9OnTh127dnH58mWMjIyEfb/55huSkpLQ19cnLCyM3NxcvL29hYzbf6pSVBY6KU88PS9SqZSGDRvSpEmTFz9wERERkQ8A5Yq/yMhIbt++zZkzZ1BTU+Pbb79FTU2NefPm0aBBAw4dOoS5ubkQ/9K2bVsOHTqEvb09np6eyOVyCgoKOHbsGFZWVsI9reIEk4iIiMibxs3NjYiICOzs7KhRo4YQF2FnZye08fLywtbWFmdnZ2HbtGnTsLOzw9raGlNT06e+vyLG5csvv2Ts2LGv9VhERJ7Gvn37mD9/PhKJhDNnzhAbG8tff/0l3HsHDhyIt7c3Z8+eFRauOnfujEQi4cGDB+zfv5958+Zx5swZDhw4gKGhIY0aNQLAzs4OZ2dnSktLkUgkr1yYU9WijL+/PwkJCbRt25b8/HxCQkKEMV9ycjLjx48X4jI9PDzw8vKiVq1aJCYm0qtXL2bOnAmUu7ls27aNGTNmEBUVhYuLS6XzJZfLuXbtGlB+vWjTpo2wOGdra8u4ceNIT08nLi5OcA9p2bIlISEhhISE4OTkxPDhwykqKkJHR4dGjRrRp08foDw69s8//0RDQ4Pff/+doKAgunTpwm+//YaxsTHa2tpYWFjQokULiouLKS0tfaXn9kX4EN0tPkSUXS5lMhl2dnYcOHAAAGdnZxwdHZ+6r7JbR0JCAtbW1kIR2MGDB+nSpQv9+/enc+fOREVF0bZtW3x9fQkJCSEsLIwePXoAqgL8jIwMSkpKyMzMpFatWgDcv3+fmzdvYmhoKAhX27Vrx7Zt29DT06OkpESIYHpXMTY2JiYmBk1NTTw8PLh06ZLgFFRaWoqtrS1//fUXp06d4vjx4wCVXIHkcjlqamr/eN4VmJiYsGnTJkaPHs3Zs2fp3Lkz2dnZaGlpYWpqiqenJ02aNGH27NlkZGSQm5tLbGwsmzZtYvv27Tg4OJCZmYlUKiU1NZWgoCB8fX0rtdPT01NxdakoOBZ5OsriBgsLC0pKSggPD8fPzw+5XI6Wlha//PILT548oVu3bpWEOW/6XE+fPp3o6GgaNmzImTNnGDZsGKtWrUJdXZ2mTZtSr1490tLSKCsrIzAwEAcHB/Lz85HL5ZSUlHDu3DkaN25MvXr1qFGjBtu2bUNfX5+AgAAOHTokCJVEnh91dXUWLlwoOP08jb59++Lu7q7iAATl14m+ffuSnZ1NWFgYpqampKen4+zsTIMGDTA3N6du3bpYW1vTvXt3LC0t0dDQQE1NDWdnZ4qKili4cCEpKSnCNc7U1JRLly5RWlpKUFAQ9+7dY8GCBUB5NLmWlhatWrXi1q1bXLlyhb///hsHBwcKCgqA8ni+X3/9VXhO9PT0BMpjsdasWYOTkxN5eXkEBQUxefJknJyckMlk5OTksGfPHhISEsjNzWXEiBH/eF5ERERE/g2iMEdERETkP0JVFTaKPOLi4mK2bdvGw4cPVcQoWVlZREVFUVRURHBwsDDImTFjhlBhM3LkSIKCgiq1U+R1R0dHM2bMGOLj40lJSWHBggVVVg28Cnx8fGjSpAk//vijMBGpsHAdMmQIfn5+9OnTh61btzJ//nxiY2MBOHnypKDo37hxI8HBwQwcOJC7d+8SGxtbpZ3mq0QmkyGVSrG1tRWFOSIiIv9ZKtoZ6+vr06NHD2rUqCG0SU1N5erVq0gkErS0tBg5ciTdu3dn//79+Pj4UFJSIrQdPXo0np6ebNiwgaZNmwpVmiIiIk/nadEs/yayRWEj/7bcLN5V1NXVWbt27TPbjB49WnDPUeDi4oKbmxuZmZn4+PgAqnERioV7McZF5F1g/PjxjBs3Dg8PD/T09JDL5dy/f5/AwECSkpIoLCykevXqlJSUUFhYCJTHm3h7exMVFUVhYSE//fQTZ8+eJS0tDQcHBzQ0NLC3t6eoqIiaNWty6tQp1NTUiIqKYv369YSHh+Pv7//UyujnIS8vr9KizIoVKzh9+jQJCQls3ry5UgzLjBkzCAsLw9zcHFtbWwYOHAiUC0sWL15M586dBWFOz549mT9/PmPGjKFmzZro6ekJ52v27NmsXbuWr7/+GhMTE8rKynBzc+PcuXMMGjQIZ2dn/v77bxYuXEjPnj0pLCxEKpVy/fp1mjZtCsDly5fZunUrwcHBQHnEz82bN5k4cSJjxoypFBWhiHtQxEFcu3YNMzMzvL29BVGDiMizqBjPqKamhr6+PkCleZSKovh/cuvw8fFh6dKl7N27l6SkJObNm8fDhw8ZMGBAlQ7OGhoaTJgwge7du6Ouri44UxgbGwvXnoCAAAB++OEH3NzckMlkGBoasn379pc7Ea+RI0eOMGHCBG7cuEHt2rV58OABBgYGxMfHI5fLmTZtGjVq1ODq1av4+fmRlJTE7NmzSU5ORiKRcOnSJTQ0NGjQoAFGRkaYmpry5ZdfcvbsWSGme9asWdy6dYsDBw5QWFiIi4tLpSibpKQkBgwYQHFxMfn5+aSnpwvXMABLS0vU1dUxNzcnPT2d1NRUwR0JoG7dulW28/b2fqari8jT0dLSEsQNoaGhfPHFF5w6dYpatWrRvHlz9uzZw9KlSyksLMTDw+Ntdxcovw7s3r2bnj17cuHCBbp27YqpqSnXrl2jWrVqLFmyhMDAQNauXUt+fr4QbRYbG0t+fj7NmzcnJiaGNWvWsHnzZlxdXTlx4gR//vkn4eHhgjBQpGqURa+KMVpVEVkV2wBERERUaleVq09VhaqBgYFoamqyefNmYmNjMTU1VXHwX7hwoRCppaOjQ1ZWFu7u7jg6OnLx4kXatWtH/fr16dy5M1u2bKG4uJg+ffoQGxuLra0tcXFxSCQShg8fztGjR3F0dBTEXAoqxmKlpaUJcZjq6upcuXKF5ORkQfQpIiIi8roQhTkiIiIi/xGqqrBRdidYtWoVgwYNUhGjFBYW4uvrS3p6OjNnziQsLAyonEM8ceLEKtu5u7sTEBBAvXr1OH/+PGVlZYwdO/a1CXMUPHr0CB8fHxUL1169enH//n3u3btHXl4e9evXF9pfvnxZsKfs0KED8fHxAE/NuIWqhU4K8vPzGTx4MGlpaQQHB9OxY0ciIyNZsGABpaWlBAQE4OzsjI2NDe3atUNHR0ewdHd0dGThwoWv8eyIiIiIvJtUtDM+d+6cYOsskUjQ1NSkZcuW/Pjjj8JCUmlpKSUlJejo6BAeHk7Tpk2pXr06BQUF6OnpVZpkV54kel3W0CIi7zNPE9/8m8gWkVfLtm3bWLFiBY8ePWLJkiVvuzsiIs/EwMCAyZMnExAQgJ6eHgUFBSxbtoxHjx4RHx9Ps2bN8Pb2xs3NTcUtytzcHGdnZ1JTU5k6dSqrV68mOzubzZs3U/B/7N17XI73/8DxVyc5llMWjcr51AGJlLqXVEJynuUQEpqZzTYixCI2DDOnREZOw0bmGG6njCFp1pCEcqxV5FDd3dfvj373tW7l8DXEfJ6Pxx6rz31d9/35XO7u67qvz/vzfufkcPDgQbp06cLChQsZOHAgV69exdnZmcGDB+Pg4MDXX3/9xJXRlStXfma/k5OTOXfunNakzJUrV+TJHFtb22KBOZmZmVhYWABgaWnJ7du3gX8mgMqVKydvq6+vj4WFBd9++y0+Pj5yuboqVaqwaNEirl+/ztChQ1m8eDGpqal07tyZzMxMeXV6Xl4eY8aM4erVq6SkpNCjRw8OHTrE6dOnycvLY/Xq1YwbNw4TExO++uor/vrrLxo0aMBXX31Fhw4dOH36tFbfNQERjRo1okOHDvTs2RMozDyr+U4vCE/zeHlGtVotl53TZKcpqTwjPLkUoyboRk9PT77+mDBhAnv37uXHH3/UyiYH/0wgAwwaNIhBgwZpPa6vr18sOM/e3l4rO8ybbMeOHbRp04bRo0djY2MjBzxq7rNdvHiRe/fuMWHCBMaMGcPs2bM5d+4cTZo0oVy5cvzyyy9UqlSJ+vXrU61aNb799luCgoK4e/culSpV4v79+6jVapo1a4ZKpSIpKYkHDx5QpkwZuQ+SJBEcHMzgwYOZOXMmJiYm6OnpaZXOfDwzaaNGjXB3d5f/DTWZjB7f7llZXYSSlZRV7PHPeEAOFtXQfB9+HSWTSqIpGVexYkUsLS0xNDTEwMCAjIwMTE1NgcIgrri4ONq1a0dsbCz5+fkYGxvz888/c+3aNZydnbl79y7du3fnypUrWFtbA4XBpiIw5800ceJEjh07hp6eHp9++iknT57Uenzt2rVaJbVcXFwICwsDkMtkQfHSWSX55ptvWL58OWZmZjRo0EBuL+kz6rfffsPNzQ21Wo2lpSWtW7dm06ZNAFqLvgRBEF4mEZgjCILwjsjIyGDkyJFkZWWRkpJCgwYNitUjBu1glNWrVxMVFVWs/MfjK5uetV3jxo3llPuZmZmvbIyaGzm7d++mYcOGWilcoTAV+IgRI+jatavWfnXr1pW/vJ08eVK+uH9aKa+SAp00rl27xtGjR8nOzmb48OFs27aN2bNns3//ftRqNZ06dcLT05P09HQmTpzI+++/j5GREU5OTk9N9SwI/1ZISAgKhYLKlStz6tQphg4d+tz7rlix4pkl3YR3182bN4mIiGDixIklPv4875+iK/7mzJmjtbpJY8KECQQEBJCdnY2uri7h4eGEhIRw+fJlcnNzWblyJYaGhvj5+fHHH3+IYALhnaBWqwkICODixYuUL1+esWPHEhwcDBRO9j548ICEhAQ8PDyIjo6mRo0aTJ8+nW3btnHjxg3atGnD4sWL+e6771i6dCn16tUr1r5y5UpmzZqFl5cXlStXRl9fn6CgIE6dOsWJEydITk6mWbNmjBw5ko0bNxIXF0dubi6mpqZ069ZNK+W58GI+/PBDPvzww9LuhiA8l6VLl7Jy5Upu3rzJggULOHDgADNmzKBOnTpkZ2fj5eXF/PnzOX/+/FNLyDg7OzN58mTKly8vZ1vo0aMH3bp149atW5iamnLq1Cl+/PFHtmzZwrW2EYHcAAAgAElEQVRr1+R9H18ZrQnMeVrJZktLS8qXL681KZOens6ff/4JwNmzZ4vtU7lyZVJSUjAzMyM5OZkaNWoATy4R0qtXL/r06cONGzfkQIWlS5eyZcsWcnJyGDduHAA5OTlYW1tz584d9u3bR5UqVWjTpg3Lli3jwoUL3L9/n+3bt5OTk4Ouri6enp7cunWL+fPnU6VKFW7cuIGXlxePHj164vHVCAgIYNiwYSxatAhJkuTJMEF4lsfLM06ePBl3d3ckSWLatGlAyeUZS9K5c2d8fHzw9/cv9pivry8KhYJ169a9knG8yQIDAxkzZgxjxozB2tqajIwMEhMTsbe35/Dhw0iSxODBgxk7diyxsbHcv3+frKwsRo8ezeeff86gQYOoWrUqDRs2BOCvv/5i/PjxxMfHk5OTg5WVFevXr+ejjz4CCkvTPB6YA4XXIV988QWrV68GCsvFrFmzhr59+zJr1qxi/baxscHU1BSFQoGOjg79+vXD3d292HZvYlYX4dWoWLGiXG4oNTWVhg0byufK9957j8uXLwNw48YNXFxc2LJlC1B4n8Da2prQ0FCqVavGoUOHCA8PJy0tDXNzcxISEgCIi4srhVEJz+PxzwgfHx+t311dXRk4cKBW6aii94c2b97MvXv3ipXOKkn37t3p1q0btra2T/0OOn78eAYNGkRoaCjt2rVjxowZdO7cGWdnZ/T09HB1dWXSpEn/YtSCIAgl03k8jWRpsrOzkx6PlhQEQRBejjlz5lCtWjU5+nzYsGGEhYWxe/duNm7cyKVLl+jXrx/BwcFyhgIbGxvi4uK4dOkSw4YNk9PQaupPKxQKlErlM7dzcnKSV2UU/flly87OpmvXrhgYGJCZmUmtWrUwNjamY8eO+Pn5kZmZSe3atUlJSaF69epERkaiUqnw9/fn448/5uzZs1SqVIm1a9eSlZWldSwed+PGDa1Ap8GDB5Ofn09oaCj29vacOHECgPbt27N582asrKxo0qQJALdv3+bcuXM4OjoSGxsLFAZMiMAc4WV7fOJBE5jz+Mqq5/G8f7tPm+wQ3l3Pev8olUpiYmK00hkLgvB8fv75Z37//XdmzJiBWq3G2dmZHTt2EB0dzbhx40hNTUWhUJCVlcXevXvx8fFBkiQqVKjAo0ePGDhwICkpKRw+fBi1Wk25cuXIzc1lwIABWu06Ojqo1WoWLlxI48aNsbOzo3///uzYsYOPP/6Yy5cvY2lpya+//krTpk25fPkyFStWxMTEhKCgoNI+TIIgvGZKpVL+vhkVFcW0adO4f/8+Tk5OGBkZ8ccff6BSqUhLS+PPP//E2tqaJUuWsGXLFlq0aCFPLsfGxpKeni6vkF69ejW7d+8mJiaG3bt34+rqipubG0lJSaSnp3P9+nXc3Ny4ceMG7733npwholu3blhZWdG8eXPGjx9fYn9jYmKoV68eK1eu1JqUCQ4O5uDBgzRt2hS1Wk14eLh8bRMXF8fHH39MQUEBgYGBDBo0CD8/P4KDg6lfv778nfl/tWHDBlJSUhg3bhwff/wxrVu3JiYmRv5+2qlTJ3x8fDA0NMTX1xcDAwM6derEpk2bqFChAvn5+RgYGNCxY0e2b9+OoaHhv/0nFYTXSpIkunTpwr179/jhhx9YunQpCxcuLO1uvXYPHz6kXLlyckYtAwMDKlasyMqVK3F2dsbV1ZWvv/4aX19fBg4cyLZt21i0aBE6Ojp4e3uzZMkSqlSpgrm5Oenp6Xz22Wf0799fKwNpaGiofD/Kz8+PkJAQOROYILwsO3bsYPjw4bRo0YK0tDRcXV0xNDREX19fzqj36NEjVCoV8fHxzJ49m++++w4jIyP27dtH27ZtqVmzJjVq1KB27dqYmZkREhIin6NtbGzIycnRKvUqvJ1Kuj+UkpLy1Pv0giAIpUlHR+eUJEl2z7OtyJgjCILwjnje6POi7O3tcXZ21kovXpLn3e5VMzY25tChQ0/dxsPDg+rVqwPatXI19cc1Kleu/NSL/ZLSbMbExACQlJTE/fv3yc7OxsjIiOrVq2NlZcXu3bvR09MjPz8fHR0dreAFTbafpyl6Y+rAgQNaZbZ27dpFQUEBzZo1E19U/kOelgUhNDQUNzc3YmJiirUpFArs7e25fv06CxYsoGfPnpQrV44yZcrIkwOaL7k2NjbY2NgQHx/PqlWrsLW1pU+fPty6dQtDQ0M2bdrE+vXrSUhIQKFQ8P333xMfH8/ChQvR09Nj0aJF2NjYaJVmmzt3bmkeNuEViI2N5bPPPqNChQr07duXjRs3kp+fj4mJCRs3buTatWvyZ4+DgwOtWrXiyJEjzJw5k7y8PPn9M3HiRDp27FjawxGE/5QLFy7Qrl07ADl7oZGREampqRgbG8vbVahQARMTE/maw9PTk5UrV3LmzBlGjBjB0aNHUavVcntcXBwjR46U26HwekWTEfHhw4esX7+elJQUFi5ciIODAzo6OhgYGLB+/XoePnyIJEnFVkQKgvDu0HzfvHr1Kn369OHvv/9my5YtGBsbY2dnR2hoKL6+vixZsoTq1auzefNmPD09+eSTT/j44485ffo0Dg4O8qSxtbU1BgYGODg4YGVlha2tLVD4/cvMzIybN29y8+ZNLl++zNKlSylbtqycITI1NZXY2FgqVKhQYl+LBq8PHjxY67GQkBD09fXZsGEDycnJwD/lQFq0aCEvttAoOin4oiVCfHx86N27Nx4eHlSsWJG0tDStx6dOnYqfnx9qtZro6Gg2b97M1KlT8fb2Rq1WU7VqVTZv3qyVhURTqupl0oy16HdrQXgZbty4QaVKlRg/fjwBAQGsWrXqnVwE8nhGrT///JOsrCw5oKFdu3Z8//33XL58GV9fXxo3boyXlxebN29m0qRJeHt707BhQ+rUqQOUnIFUEF4HLy8vrcx2zxIUFKQV3H/jxo0StxOLewRBEIS3iiRJb8x/rVq1kgRBEIR3R0REhPyzi4uLlJ+fr/V4SW3PsnLlSik8PLxYe2JiouTo6CgdPHjwxTr7mNOnT0vNmzeXunXrJnXr1k06cOCANHHiREmSJMna2lrq06eP1LJlS+m3336TJEmSfv31V8nFxUVSKBRSYGCgJEmS5OjoKD/fkSNHJGdnZ2nq1KlPfM20tDSpb9++T+3X5cuXJV9f3387POENsWXLFikoKEiSJEkqKCiQHB0dpezsbCk7O1tycHCQJEkqsc3FxUWKjY2VJEmSZs2aJa1Zs0aSJElyd3eXDhw4oPV+rVGjhvTw4UPpyJEj0pgxYyRJkqT79+9LkiRJ4eHh0rJly+TXkSRJUqlUUuvWraW8vDzp8uXLUufOnSVJkqR69epJ165de+XHRCgdEydOlA4cOCBJkiSp1WrpwYMHcvuePXu0PnsaNGgg3bp1S0pNTZV8fHwkSdL+vBME4eX6+eef5c/0goICqV27dlJ2drYUFRUlmZmZSZJUeF5wcHCQsrOzJScnJ8nBwUFKSUmRatSoISkUCnkbR0dHud3FxUWrvX379lK7du2k/Px8qaCgQGrWrJk0e/ZsqX379lJ6erqUl5cnrV27Vurfv780e/Zsafjw4dLKlSulvLy8UjkugiCUrqLXm2FhYdKvv/4qSZIkLVmyRAoLC5MWLlwoSVLh9zR/f39JkiRJoVBIDx48kNzc3CRJkqSRI0dK9vb2kouLi9SmTRtp3rx50sqVK6WlS5fKr9OuXTtJkgq/B/n5+UnHjh2TvvjiC0mSJOnhw4fyc2muk1/EV199JbVv315SKBTS7du3X/h5/lea78IjRoyQr+3fNCtXrpRWrlxZ2t0Q/oN8fX2lGjVqSHp6elKfPn0kLy8vKS4uTurdu7fk7OwsdezYUcrOzpYkqfAezIABAyRra2spLi5OkiRJWrRokdSmTRtJoVBIf/31l3T79m2pa9eukkKhkEaOHFmaQxMEQRAEQRD+Q4CT0nPGwoiMOYIgCEKpUKvVfPfddyQnJ7/Q6oaSVkppVnOXpHHjxi+1hFaLFi3kOsYamhWW8fHxxbb38vLCy8tLq61ofxwdHTl48OBTX/Orr77iwIEDDB48mDt37nD37l1sbW1ZsGCBXJZLlML6b3lSFgRAzphUUhsgp6ZOTk6mS5cuALRs2bLYa9SvX5+yZctiZmZGVlYWBQUFfPnllyQkJHD37l26d++utf2dO3cwNzfHwMAACwsLsrOzgcJa9O+///7LHL7wBgkMDCQ0NJSIiAiGDRvGkiVLSEtL49atWzRo0IAGDRrI25qYmFCjRg0AsrKySqvLgvDO8Pb2Jjo6GmdnZypWrMjkyZNxd3dHkiSaNWuGs7Mz586dY/Xq1bi7u/Pnn3/y008/YW5uzsOHD2nbtq3W82naHRwctNrDwsLw8vLCzc2NkSNHUq1aNVJSUrh//z5169alTp06jBs3jqysLObPn09ubi4HDx6katWqeHt7P3McL7OkXdEsX/379+fMmTOcOXMGIyMjoqKiMDY2ZvTo0VptmZmZDBkyhKpVq3L58mW2bt0qzmuC8JJYWlqSkJCAl5cXZ8+exdzcnFOnTgFw8uRJ6tWrBxR+n5o8eTKurq4ANGrUiA4dOsiZXvLz84mKitL6HqijoyP/LEkSFhYW8vexos/9b7JszJo164X3/Tc6d+5MTk4O9evXL/aZ/KKUSiXz5s1DkiQyMjIYOXIkK1asoGzZsmzfvp3AwEDOnz9PuXLlWLNmDfHx8Xz33Xeo1Wr+/vtvdu/eTZkyZejduze5ublUqVIFDw+Pl9I34dkiIyOxsrLi3r17//kysJqxubm5cezYMTZs2AAUHoPy5cuzfPlyNmzYwLBhw7h58ybHjx/n1KlTrFq1ilq1avHTTz9x9OhR9PT0UKvVfPnllwQFBeHg4MC4ceM4duzYS/u7EgRBEARBEITnIQJzBEEQhFfm+vXr+Pr6kp+fj7W1NX369GHu3LlIkoS/vz/JycmsXr0aFxcXAIKDg4mIiKBq1arUrVuXuLg4Jk2aRExMDHfv3uX8+fPUrVuX/Px8Hj58yN69e7GxscHV1VUu21M0MGXatGns378fXV1dVqxYgUqlYuDAgRgaGtKxY0cmTJhQWofmhWhuTDVt2hRTU1MGDBiAv78/x48fL+WeCa9Ko0aN+O233+jSpQtqtRq1Ws3du3cB5NJnJbXBP5MPlpaWxMfH07RpU+Li4ordOH98MuPMmTPcv3+fQ4cOER4eLqfN12xnYmJCSkoK+fn5pKWlyWVS3rWU4u+aKlWqsGjRIq5fv069evUYN24ca9euZeLEiRQuDPjH4++px9sEQXi5dHV1iYiI0Grr2LFjiZ/LjwcJa84foF1u5UntmmBMgL59+5bYn/79+z9Xv1+2ooE9O3bsYNasWSgUCn7//XeOHj3KoUOHWLNmDUuWLMHV1VU+161Zs4ZOnTqxdu1aMjMziYmJYd26dWzevJlPP/20VMYiCP8FRUtDPV6WqV27dly5coX27dtTqVIl1q5dC0Dv3r2xtrYmMTERgICAAIYNG8aiRYuQJImwsLBnvq6pqSkffPAB7dq1o0yZMqxateqVjfFV27179yt5XkmS2Lp1KzNmzODEiRPs27ePgIAApk2bRp06dVi8eDE7d+5kyZIlcuBCdHQ006dPZ9++feTm5mJvb8/EiRMJCAh4JX0USqYpGfaiJdLeRlevXuXhw4esWLGCQYMGlbiIpH79+ri5ubFmzRqysrK4fPkyLVu2lBeu6OrqkpiYyPjx49HR0SEnJwd7e/vSHJYgCIIgCILwDhKBOYIgCMIrU716dfbu3Yu+vj79+/fn4sWL5OXlsWvXLgDq1q1L3bp1WbBgAXFxcXTs2BEzMzNSUlKoV68ekiRRt25dTE1NOXPmDI6OjpiamuLr68uWLVvo0qULAQEBXLp0ibCwMBo0aICHhwcjR44kISGBtLQ0lEoliYmJhIWF0bp1awICAvDz8ys2kfw2uXTpkjyxZmdnR1JSUin3SHhVnpYFYdq0aQAlthXl7+9Pz549+fHHHzE0NHzmazZq1IikpCQ8PT2pXbs2ZmZmANSuXZuePXsyffp0Ro0aRfv27dHV1eWHH354uYMW3khLly5ly5Yt5OTksGTJEubPn8/JkycxNjbWypbzJPb29vj4+DB27Fjat2//GnosCP99SqWSOXPmoFKpyM3NZfbs2YwdO5Zq1arh5eVFnTp1CA4OBgqDexs3bsyXX37JunXrKCgowM3NjQMHDrB8+XJ54nr+/PklZld7XeLj4+nUqRO5ubls2rSJhQsXagVZW1hYEBwczIEDBzA0NGTLli1cuXKFwMBAMjMz5c+jCxcusG3bNm7evImVlRUqlYpWrVrRo0cPUlJSMDQ0JDY2FhcXF2xtbWnWrBnffPMNqampdOjQgY8//lhk/BKEl0jz96qvr8/IkSOpW7cuvr6+xbZr2rQpKpVK/l2TtaWoNm3aaP2uyUJqYWFBZGQkAEFBQQQFBZW4nQDNmzcHoFatWpiYmMg/ly1blrVr17J7925UKpUclKPZXpNh88aNG7Ro0QL4J0un8O9JkqSVsejDDz/k7NmzzJo1Cy8vL8LDw4mIiMDJyQl9/X9u6b9J5/FXoU6dOtSqVYsVK1ZgY2Pz1EUkgHwfKS4uTs60rFaradSoEf3795ffs0U/awRBEARBEAThdRCBOYIgCMIro0mNnZWVRUpKCg0aNCjxJlF0dDSWlpYkJiZiY2ND5cqV+eSTT9i/fz+Wlpbo6upSoUIFvLy8+OGHH+QSKjY2NkyZMoV58+bRsmVLIiMjsbOzAyAxMRGlUimv0qxZsyZ9+vQhJCQEX19f+vfvT6dOnV7n4Xhp6taty6lTp2jWrBknT57E39+fv/76q7S7JbwCJWVBeDzjjYeHR7G2oisoq1WrVuKKSs3fRkmTGSVNXGhWMkNhabhBgwZpPS4mO/7bxowZw5gxY+TfH//3B+SJs6LvBc17b86cOa+2g4Lwjnr06BF79+5lw4YN7Nmzh9u3bxMTE4Oenh5OTk7s2bMHAE9PT2JjY0lPT+fhw4ccP34cZ2dn0tPT2bZtG4cOHZJLOf3yyy9vxHh++OGHYkHWI0aMIDk5maNHj8pB1pMmTSIqKoqkpCR69+6Np6cnZ86c4ZtvvuHs2bN89913VKlShaNHj9K1a1cqVarE5s2bMTY25oMPPmD37t2kpqZSq1YtdHV1adu2LRMnTqRRo0ZA4eddSkoKurq67Nu3T2SIE56opFK7b/PrvGyvoizTu0hzva7JnPIiigYxnDlzhr///hsovMYfOHAgY8eOBQpLhx09erRY0IMmI6eXlxdxcXHFSiIKL2b79u1aGYvOnDnDrVu3CAgIoGvXrtSuXbvYPm/aefxV+Ouvv1iyZAmSJDFmzBhycnIwNzcnLy+PMmXKMGTIEHnb5ORkNm7cSGRkJD179qRKlSrY2tqybNkyJkyYQEBAANnZ2ejq6hIeHo6lpaXWaykUincqG5EgCIIgCILweonAHEEQBOGVWbt2LT4+Pvj5+eHr64uLiwsxMTFa22hW3xkaGpKfn8/evXvJzc1l+vTpSJJEfn4+NWrUAApX6GVkZLBq1So2b94sB6MYGxtz7NgxoqOj6dq1K1CY9cPd3Z3vv/8eABcXF3R0dPD29pbLQL2tgTkBAQF89NFHhIeHY21tTdu2bUVgjiAIgiC8gzQZC2xtbQkPD8fGxkYu26Cjo4ORkRGA3Obp6cmuXbvYv38/AQEBJCcnEx8fzwcffFA6A3hM0fEEBQVhYGCgFWR94cIF2rVrB/wzsZyZmYmFhYWcCSciIgJnZ2eCgoLIzc2lUaNGWFtbo1AouH//Po6OjhQUFJCcnMzMmTMpU6YMderUYfjw4QQGBnLlyhW+/fZbPvnkE/Lz80lNTeXgwYNIkiTK8gnFKJVKuVRvQEAA3377LSqVismTJ+Pp6ckvv/zCzJkzKVeuHCEhIdja2uLr68vdu3extbVlwYIFdOnShaioKIyNjfn888/p168fVapUITAwkNzcXDp27EhwcDB+fn5UrFiRCxcuUK9ePT7++GOaN2/OvHnz5MyGb7JXVZZJeHFqtZq4uDg5MKd8+fKkpKTg6uoKFAZma84jRfn4+NCrVy88PDyoUqXKa+3zf1liYiLr16/Xylg0fPhwOnXq9MQspW/aefxlsrCwYM2aNSiVSvT19VEqlRw+fBiABw8eUL58eWJiYli6dClHjhzBycmJunXrUqtWLZKSkujQoQN9+/Zl2bJl8nP+/PPPpTUcQRAEQRAEQRCBOYIgCMKr4+rqysCBA5+4YqtJkyZs2rQJT09PoLDUyeXLl7lw4QJGRkaYm5szZswYOb02QNmyZfnss88wNjbGwMAAgBo1arBgwQKMjY0xNDREpVJhY2ODqakpCoUCHR0dbt68SXR0NOPHj8fQ0JDAwMBn9r+k1ahKpZKYmBhCQ0OfuF/RbZycnF5aJhHNjSmAHTt2aD1WdMXk4+neBUEQBEH4b4qPj5f/36FDB86dOyc/plaruXv3LgAFBQUA9OrViwkTJnDjxg2srKy4c+cOrVu3ZtOmTUBhdoTSVHQ8gwYNIj09XQ6yzs/P59y5c0RHRzNq1CigMHND5cqVSUlJQaVSoaOjQ40aNbC2tubkyZNUq1aN69evY2JigkKh4PTp07Ru3ZoHDx4wbtw4zp8/z6RJk7C1taVt27a0bduWJk2a8PDhQywtLTEwMGDQoEH0798fc3Nzvv76a/naMDIyEpVKhZubG8HBweL66x2Wl5fHjh07cHV1Zf/+/ajVajp16oS7uzvTp0/n0KFDlCtXDrVazZw5c+jbty8DBgzA39+f48eP07VrV7Zt28aAAQM4ffo0c+fOpW/fvkRERFC7dm369etHamoqAI6OjixcuJAjR46wfv16QkND2blzJ1u3bi3loyC8Snl5efTu3Zvc3FyqVKmCh4cH06ZN0yr1BzB48GCMjIy4desW69atw9LSkj59+nDr1i0MDQ3ZtGkTCoWCTz/9lJSUFBo2bEhycjK+vr706tWLjh070rFjx2KvrwmQLPqdMzo6+nUM/Z3SqFEjrYxFubm5dOvWjSlTpjBz5kymTJlSbB9LS8s36jz+shQt6/XgwQNq165NYmIiXbt25e+//8bFxYWDBw/y559/Ur58eS5dusTt27eBwvsm69evZ/v27Tx8+JD27dsTFRVFnTp1cHBwoFWrVhw5coSZM2fi6enJsmXLWLFihfw+f1M8z72nZ4mMjMTKyop79+796+cSBEEQBEEQ/j0RmCMIgiC8Mi1atCAhIUGrrejNjsDAQGJiYmjfvj3jx49HkiTatGlDxYoVefToEbNnz8bIyIiYmBiOHDlCZGQk8+fPx8LCgpiYGHJzc/njjz8IDQ3Fx8eHdevWsWXLFurWrYuLiwuPHj1iyZIltGjRAoVCIU9GlS9fntTUVB4+fMiQIUO4desWJiYmrFmzhqioKHbu3ElOTg7Tp0/H1tb2NR81QRAEQRCE52NgYICnpyePHj1izpw5WoE5kydPxt3dHUmSmDZtGgDm5uYkJyfL2RBMTEzo3Lkzzs7O6Onp4erqyqRJk0plLKA9ns2bN7NkyRI5yLpfv34EBARgbm6Oo6MjhoaGbNmyhWnTpvHRRx+RmZlJ9erVMTAwIDMzkx49eqBWq0lISCAmJgZJkrCzsyMhIYHp06fTpUsXcnNzOXbsGJmZmQwcOJCLFy+iUqkYNmwYixcvpqCggH79+jFw4EACAgL4/fffadOmTakdH+HN1LJlS9LT00lMTMTNzQ2A27dvc+fOHczNzSlXrhxQWKL00qVLeHl5AWBnZ0dSUhI9evRgxIgRNG3alFatWgFw/vx5BgwYAEBWVhZpaWkA8uOOjo6EhISQkpJCzZo1KVu27Gsds/B6/fLLL9jb2zNx4kQCAgK4d+9esVJ/QUFB3Lx5k71793Lq1ClmzZrFkiVLiIyMpHz58ixfvpwNGzYwbNgwUlNTiY2NpUKFCiQnJxMcHEz9+vVLe5hvvJe56KYk3t7ejB49Wj5HKxQKunfvzvDhw+nVq5fWOV7jTTuPvyxFy3rNmjWLXbt2AYUBYRMnTmTr1q1MmjSJPXv2UFBQIH/OArz33nscPnyYcuXKERsby/79+1m6dCnTp08nIyODyZMnk5+fz6hRo3BzcyMiIoKjR49y4sQJfvvtt9Ia8v/keUsaaoLpRHkuQRAEQRCEN4MIzBEEQRBKjUKhKLb6bvDgwSVuV3QbTdvPP//M0aNHuXHjBhUqVMDJyYnFixezePFipkyZQlJSElOmTCEqKgoovBnu5+eHk5MTbm5ufP/993h7e9OvXz8WL14srzKrXLkyGzZseGK/ExIS5JVa69atY9CgQeTn52Ntbc2iRYv+/YF5w7zISq1XfdNSEARBEF6HM2fOcOrUKYYOHfrMbVesWMGQIUOAwvIfc+bMkUtIvSq2trZa5+eiWVs8PDzw8PAots+xY8e0fh88eHCJ11+vW9HrQo2JEycyceJErbbp06cD2qvpq1SpQtWqVbl37x6enp6kpqYycOBAkpKS+OOPPzAxMcHGxob4+HhsbW1xdnZGkiTMzMyIjo7GyMiIatWqYWRkhKurK3/88QcAAwYMICkpiby8PK5evcqZM2fw8fFhwoQJxfp//PhxNm3axLfffkt6ejoBAQFs2bLl1Rws4Y2iq6tL9erVsbKyYvfu3ejp6ZGfn4+enh5Xr17l0aNHlC1bFrVaTd26dTl16hTNmjXj5MmT+Pv7Y2JiwsOHD4mMjOSjjz4CCjNnzJs3j5o1a1JQUICOjg6LFy+WJ2J1dHSwt7fnyy+/fK7PJ+HtlpycLJf6a9WqFdnZ2SiVSq1SfwBWVlbo6+tja2tLUlISBQUFfPnllyQkJHD37l26d+8OFL6/KlSoUCpjeVtoAh+e5zogJSWFkIeuyd0AACAASURBVJAQIiMj/9Vr6ujoyFniHqfJdlQ0wELz7/+mnMdfpqJlvTIyMsjIyMDU1JSePXvSsmVL9PX1mTBhAlZWVlSuXBlbW1v27dsHFB5Ha2trDh8+jIuLC/n5+TRp0gQoDGTSlErPysoiPT0dc3Nz9PX15cDHN0l8fDydOnUiNzeX2bNnM3bsWKpVq4aXlxe3bt1i165d8oK0Zs2a4e7uDhR+ZkyfPp1Lly7h5OSEvr6YAhIEQRAEQXgTPDu0WhAEQRDeUI6OjsTGxhIeHo6bmxs7d+7kvffeY/Xq1Tg7O+Pv78/169efuH9iYiLz5s1DoVCwatUqOfXx89yQiY6OxsvLi7i4OPbu3cuRI0e4e/cuFy9efGnje1N88skn/9P2mtXpgiD8dymVSoKDg+Xfb968KU+WP06hUKBSqV5X1wThpbK1tX3uSW9NKRGAefPmvfKgnHedZjX9/v37GTVqFK1bt8bNzY1du3bRsGFD+vbtS25uLtHR0WRmZtKmTRuOHTuGt7c3X375JWPGjCEvL48HDx4wfvx45syZw7Vr1+TAB6VSSZkyZdi4cSPHjh0jIyODEydOsHfvXh4+fFisP23atOHUqVNIksTmzZvp1avX6z4kQinS1dXl888/p0OHDnzwwQeMGTMGXV1dgoKCcHFxwdXVlcOHDxMQEMD69etp3749hoaGtG3bFoAuXbqwbds2+ffp06czZMgQXF1d8fLy4sGDB8Ve09fXF6VSKWfpEf67LC0t5VJ/cXFxGBoa4u7ujlKpRKlU8uOPPwLwxx9/UFBQQHx8PPXq1ePMmTPcv3+fQ4cO8fHHHyNJEoBWpg0DAwO53OG7TqlU4u3tTdeuXWndujVQuGjn8OHDWtslJSXh7u6Oi4vLMxevPO0aWXgyTVkvpVJJQkICq1atonv37mzevBkzMzPGjBnDjBkzcHBwIDIykrNnz2oFzT569Ii8vDwOHz7M119/Lb/3dXR05G0kSaJ69epcuXKFgoIC4uLiXvs4n+XRo0fs3LmT4cOHs2fPHm7fvs2GDRsYMmQIn376KQcPHiQqKorZs2dTpkwZlEolq1evplGjRvTs2bO0uy8IgiAIgiA8RoRLC4IgCG+tGjVqcOPGDTw8PJg8eTI+Pj6MHDmSRYsWERcXx6VLlxg2bJjWPkVvPDZq1IgOHTrINyzy8/OJiop6Zkrg5s2bA2BmZkZWVha9evUiKyuLlJSUpwYCva0kSdLKErRr1y6++uorzp8/T7ly5VizZg3x8fHMnTtXXr0uSRIBAQGcPn2akJAQunTpUtrDEISXSqFQEBMTI1Yf/j9TU9NiWS0E4W135swZoqKiuHHjBlCYjUYzCTp69Gh69OhBbm4uWVlZzJo1i4SEBBQKBRMnTmT69OnExMSQnp7O4MGDefjwIQ4ODoSFhbF8+XJWrVoFwPz582nZsuUL9a+kDDPvkqKr6VUqFa1btyY+Pp7hw4dTqVIlKlSoQGJiIuPHj0dHR4ecnBzs7e3ZunUrarUac3NzbGxsyM7O1nrexyftAC5fvszYsWN58OAB58+fl4O5H9e+fXuOHj1KdHT0U7MvCv8dRf8Ovby85DJVGt27d5ezlGjs2LGj2PMEBgYSGBgo/16/fn127typtc3j2Th0dHTo27fvE69FNNsXzToqvJ18fHzo1asXHh4eVKlSBWNjY0xNTbVK/bm7u1OjRg18fHy4c+cOUVFRvPfeeyQlJeHp6Unt2rUxMzMr9tweHh4EBgbSu3dvRowYUQqje7Pk5eWxa9cunJycAPjtt9+Ii4vDxsaGGzduYGNjg6mpKREREYSHhzN//nySk5Pl/bdv384333yDSqVi8uTJeHp6Eh0dzZUrV+Tvxl5eXvz++++MGzeO/Px8/P39GTx4MAqFAgcHB2JiYhgxYgRDhw5l+/btTJkyBTs7OznQPSkpicDAQHJzc+nYsSPBwcH4+flhbGzMqVOn6NixI1OmTOGvv/6S/027d+/Op59+yrRp09i/fz+6urqsWLECCwuL136Mn8fjZb3GjBlTbBsfHx969+6Nh4cHFStWxMDAACjMMtOkSRNq1aqFq6sr1tbWT3wdfX19Bg8eTLt27XBxcXk1g/kXNJmybG1tCQ8Px8bGRg78Xr16tXz/SnPtkpubi7+/P0uXLqV8+fKl1m9BEARBEAShZGImQRAEQXir1axZEysrKywsLLhz5w7t2rXj5MmTODs74+zsXGx7hULBhAkTOH78OF9++SXDhg1j0aJFSJJEWFjYc71m0Qmb9PR0fHx88PPzw9fXV57AedsplUo50CY3N5ezZ89ibGyMjY0N+/fvJyMjgwcPHnDz5k2mTJlCjx49uHTpEpUqVeLgwYPk5+cTHBxMcnIy3bp1o3nz5vINx0GDBpGSkoKuri779u17rtrogvBfpUmT/zZ6PLX63LlzWbFiBT169OD+/fuYmJiwceNGACZNmqQ1yRATEyNn3AkNDcXNzQ2FQoGdnR1HjhxhyJAhBAQElObwBAFbW1uysrJYvnx5scdOnz6NQqHAz8+PKVOm4O3tjZWVlVxiQrM6PiwsjM8++wx3d3fUajXp6els27aNQ4cOkZmZyZAhQ/jll19e57D+MzSr6ceOHQsUBlgPHz6cb7/9Fh8fH3mb/v37y9kQVSoVCQkJcllTPz8/JEnSCtw2Njbmxo0bSJLEuXPnAFi8eDHjxo1DoVDg5OT0xOs9X19fgoKCMDY2FmVihBf2PNcGhw8f5quvvpKD/F71670szyoL9Mknn5RYyueXX37B2dmZqlWrvuouvpEMDQ2Jjo4u1l40KDolJYX3339fq6QhUGJ54aJtvXr1Ehm+iigaLCtJEsuXL+fSpUvk5+djaWmJkZERSqWSZs2aoVar0dHR4fDhwzg6OrJ//34GDRqEnZ0dubm5zJgxg8aNG3Pu3Dk2btxIz5498ff356OPPiIuLo5y5coBhdfJvr6+APTp04eQkBA6duzI0KFDCQsL4+DBg2RmZvLBBx8Ahf/uERER1K5dm379+pGamgoU3uuYP38+bdq0YcqUKQQFBbFkyRIaN24sZ7VNS0tDqVSSmJhIWFgYS5cufc1H+PmUVNbL29sb0A423LJlC/r6+owcOZK6detiYWHx1Oy9Rd/7mmu2ESNGvLFBaZpMWfHx8XTo0EG+LgFKXJA2evRoxowZQ926dUulv4IgCIIgCMLTicAcQRAE4a1W9GZ0WloaAOHh4cW209x0cXR05ODBg3L74zcu27Rp8z+9vq6uLnPmzPlPTqppVgvWrl2bnj178uWXX+Lt7Y2FhQXbt2/Hzs6O8uXL8+uvv9KtWzcyMzOJj4/nxIkTLFq0iDp16jBs2DCaNWvGkSNH6NixIx999BGpqakcPHgQSZK0gpwE4U2mVqsJCAjg4sWLWqsPd+3aRVhYGPfv32f06NEMHDiQH374gdWrV1OuXDnmzJnDlStXCAsLo2LFinzxxReUL19eK8NURkYGCxcuRE9Pj0WLFmFjY8OaNWuKtTk4OGBnZ8ehQ4cICgpi48aNJCUlsXr1amxsbF77MXn06BF79+5lw4YN7NmzB4CrV69SvXp1tm/frjVx/fgkQ0hIiLyPp6enXIaje/fuzJo1i/bt2+Pn50eZMmVe+7gEQUOpVDJ9+nSSk5NxcHBAqVSycuVKLC0tOXDgAKtXr2bdunXUqFEDKCxX0bZtW1xcXDhz5gwAJ06c4PTp00ydOhV/f3+aNWtGfHy8PLkmvLiSVtP36tWLPn36yFmOJkyYQEBAANnZ2ejq6pZ4jQjagdt+fn50796dbdu2UaVKFQA6d+7MqFGjaNq06VM/lxo2bMjVq1e1Sv0JQkmUSiVz5sxBpVLJAa5jx46lWrVqeHl5UadOnWIBrEePHuWrr76iTJkyjBgxgtjYWAIDA7WyWFaoUIHevXuTm5tLlSpV8PDwQKlUEhMTQ2hoqJxFR6FQMHjwYPn1mjVrVix7x6tga2uLra3tEx8vKSgHCgNzmjdv/szAnJLK1QjC/0ITpPbo0SO2b9+Orq4u9erVIz8/nwcPHlC2bFlq1aqFk5MTf/75JydOnODDDz8kIyOD7OxscnJyyM3N5fbt22RkZCBJEoaGhtSpU4fMzEzMzc2ZO3cuFSpUoFGjRhgZGZGbm8uuXbuAwuy8BgYGcj90dXWpWLEiFStWxMTEBIDz588zYMAAALKysuT7IJrMvpqAn/T0dBo3biw/T2JiIkqlUs7yVbNmzddwRF+tzp07k5OTQ/369XFwcCjt7rx0BgYGeHp68ujRI+bMmaMVmGNvb6+1IO3atWusW7eO8+fPM2vWLMaPH19a3RYEQRAEQRCeQATmCIIgCML/oGi6es1Krc8++6zE7aDkFYpvC81qQWNjYypWrIiZmRkPHjxAX1+fBg0acOjQIQCcnJzIzs6mcuXK6Ovr06pVK/Lz80lNTeXMmTM8evSIDz74gPT0dNLT0xk0aBD9+/fH3Nycr7/++q3NFiL8O6mpqfj4+ODg4PDESZiSlFZZhq1bt1KjRg2WL1+OWq2WJ4KdnZ3x9PREpVKhUCgYOHAgW7du5cCBA5QrVw5Jkpg7dy4bN27EwsICSZI4ePCgHPhWUFCAg4MDR48eJS0tjVGjRrF161YWLFig1bZ9+3YyMjIIDg6moKCAli1bkpKSwunTp4mIiGDBggWv9XhA8dTqpqam1K9fHysrK3x9fWnVqhWff/45UHySQUdHByMjIwA5HbvmOfX09DA3N+f27du8//77r3lUglA4ybV//355AlhfX5+bN28CcPv2bapXr87Zs2e5evUqa9euZdSoUahUKm7fvs358+c5efKkvAL9+vXrLFiwAG9vb9zc3Pjxxx9p3bo1mzZtAgqzvAgvpqTV9AA5OTnyzyYmJvz8889aj4eEhMg/a84pFhYWWoHbp06d0trHwsICT09Prbai56Gigd7VqlWjU6dOzz0O4d31eIDr7du3iYmJQU9PDycnp2IBrOPHj2fr1q1Ur14dtVrN9u3bqVOnDosXL2bnzp0sWbKEevXqYW9vz8SJE5+Zea7o63l4eLBt2zYqVapEx44d8fX1feHgWKVSybx585AkiYyMDEaOHMmKFSsoW7YsX3zxBfv27SM0NBQbGxtsbGyIj49n1apV2Nra4uTkxJEjR7QybK5atYpdu3aRmJhIr1698PPzY+jQody7d48mTZqwaNEiQkJCuHLlCmlpaURFRckBDO8SCwuLYotOhBfXuXNnRo8eTWZmJiqVCl1dXSRJonPnzlSqVImTJ09y7do1vLy8KFeuHHl5eXKJsX379pGUlMSsWbPQ0dEhNzeX1NRUqlWrJpeeK1++vBzsX6dOHfl64PGgMrVazf3798nMzOTOnTtAYTa4efPmUbNmTQoKCtDR0WHx4sXF9jUxMeHChQs0bNgQtVpNo0aNcHd3l8+d/4VrkN27d5d2F16ZkkqWFv0bLynY+O7du1q/F712eZfLn77rIiMjsbKykjNICoIgCIJQekRgjiAIgiAIJSo6ga4hSRK1atXi5s2bKBQKcnNzUalUGBsbk52dTUFBAXFxceTl5RESEkJGRgarV6+mX79+5Ofno6urS79+/Rg4cCABAQH8/vvv/3OWIuG/4dChQ/j7+z8zbfibUurpwoULtGvXDkCrP6dOnWLq1Knk5+fLKxinTp3KyJEjKVOmDF9//TXBwcGEhoaiUqnkkgOawLc7d+5gbm6OgYEBFhYWZGdnl9gGhTfX33vvPQDq1asnr9jNzMx8bcehqJJSq+fm5vLZZ5+hq6uLu7u7nJa/pEkGzY1jTfkYzXPZ29tz5coVOQuJILxuWVlZbNmyBX9/f/T09DAwMKBOnTqMHTsWHR0dsrOzqV69Ok5OTty7d4+aNWuSnp5OzZo16dmzJ5988on8XA8ePGDw4MGo1WoMDAyAwsk+Z2dn9PT0cHV1ZdKkSaU1VOEl69y5Mx06dBDZvoTn8niAq42NjRys+qQA1urVqwP/ZL9Yv349u3fvRqVS4eDggI6Ojvy8mgm4x6/lNb8Xfb34+Hi5TEx6ejp37tzBzMzshccmSRJbt25lxowZnDhxgn379hEQEEBcXJy8zc2bNzl+/DinTp2SA3MAOcC/aIZNT09PgoODqV+/PmPHjiUoKAgHBwfGjRvHsWPHgMKMVStXrnzhPgtC0UCIqVOn0rJlS3bt2kW1atVQKpVMmTKFrVu3YmRkxLhx4/jpp5+4e/cumZmZVK5cGV1dXapVq0aHDh24c+cOlSpVAgpLkYWEhHDu3DnWrl0LgJubG5cuXZKv97t161ZisOm4ceNwdnamZcuWmJqaAoXlMocMGUJubi4GBgZs3ry5xPHMmDGDYcOGoaOjQ/fu3fn0008xNTVFoVCgo6NDv379ROlYQXgHvO5FTf/Ws8peAsycOZMBAwaUeK1y5swZ1Gq1VmlCQRAEQXhTiMAcQRAEQRCeytjYmNDQUABMTU0ZOnQo+vr6LF68GF1dXZYtW0aLFi2YNGkS7dq1w8XFhYoVK7J8+XJOnz5NeHg4y5Yto2rVqkRERODt7U1BQQFGRkZYWVmV8uiEV0GlUjFgwADS0tIwMzPjo48+4tChQ8yaNQsvLy/Cw8OZNm0akiShUqlo3749gYGBFBQUMGrUKPr374+fnx8VK1bkwoULbN++vVhZhtetUaNG/Pbbb3Tp0gW1Wi23f/PNNyxfvhwzMzMaNGgAFE6wRUZGsnbtWiIjIxk9ejTLly8nNjaWuXPn0rdvXzm4x8TEhJSUFPLz80lLS8PY2LjENtCeWHt8kq00lJRa/cqVKwwdOhSVSkXdunWfGFwzefJk3N3dkSSJadOmye0//fQTY8aMYfDgwWJi+x1w8+ZNIiIi5IC1ohQKBTExMfLK8hcVGxvLZ599RoUKFejfvz+pqans378fXV1dVqxYAcCQIUOoWrUqly9fZuvWrSxbtoy9e/fyxx9/8N5773Hr1i0uXrxIVlYWbm5uhISE0KhRI3x8fDh48CA2NjZUr16dvLw8bt68ybhx42jYsCGZmZno6OjQvHlzmjdvzvz58zEwMGDw4MGvrEyMULp+/fXX0u6C8BYpKcBVo6QAVh0dHTIyMqhWrZqc/WLgwIGMHTsWKAxo2bJlC/Hx8Xh5eREXF0fbtm0xNjaWy7slJCRgbW0NaAcat2jRgk2bNlGhQgXy8/PlQMIXpSmpU6tWLTl7Ta1atbCxseHAgQMA1K9fn7Jly2JmZkZWVpa8r4GBQbEMm0UlJiYyfvx4dHR0yMnJwd7eHkBkAhBeOm9vb2JiYoiNjaVMmTI8fPiQypUrs3DhQiIjI+nevTv+/v6EhITg5OQEFL7PVSoVJiYmbN68mXv37qGrq8vy5cv566+/5AC4BQsWyKUWs7OzuXbtmlx+G/4pxe3t7S3vo1G/fn127typ1abJAFd038aNG2tlgwOYOHFiidddgvC4p12nC2+2YcOG8fnnn9OkSRMWLFjA0qVLmT9/Pvr6+nz33Xeo1Wr+/vtvdu/eTYUKFYqVxdSUci0tzyp7qVarn1qq7cyZM6hUKhGYIwiCILyRRGCOIAiCIPzHPS2d/LJly+jfvz/5+flYW1uzaNEioqOj5SAKT09P1q1bR6dOndi5cyft2rXjs88+47vvvmPdunXs2rWL5cuXM3r0aAAWL15My5YtiY2NBcDIyIg9e/ZoTaxqSmAJ/10///wzTZs2Zd26dYSGhvLgwQNu3bpFQEAAXbt2pXbt2owfPx6VSoW/vz/e3t5ERUVhZmaGk5MTffv2BcDR0ZGFCxeycePG5y7L8Kp4e3sTHR2Ns7MzFStWlNu7d+9Ot27dsLW1lW9gjRgxgsuXL5Obm8vKlSsJCQnht99+Iycnhzlz5mg9r56eHqNGjaJ9+/bo6uryww8/lNj2pnlaavXDhw9rtZc0yeDh4VFigNU333zzrwMxhLeHqanpK7/Zv2PHDmbNmoVCoSAhIYHjx4+jVCpJTEwkLCyMoKAgMjMziYmJYd26dWzevJmAgACuXr1Kt27d+PTTT9HX16dMmTK0b9+egwcPUrNmTdRqNZcuXcLOzo7ExET+/vtvypQpgyRJtG/fnoSEBGbOnElYWBhr165l+/bt/Pnnn1p/D4IgvNtKCnDVKCmANSwsjK5du2JoaMiIESPo06cPo0ePlstrjhkzBh8fH3r16oWHh4d8XWJtbc3169fx8vKiWrVqJfZl6tSpeHt7o1arqVq16hMzcDyv5wkmflJ7QUFBsQybBgYGcoBSo0aN6N+/vxyIo1KpSEhIeCMyLAr/LSWVTNQEyRTNQKEpkahUKrG1tZUXtUBhecOGDRsC2mWuSyq1+Db65JNP/qeyxI/TlA/t0aPHS+yV8DKYmprSuXNnIiIinpq55H/xPO+XNyVj7tusV69ebNq0iUmTJrFr1y68vLy0Ho+Ojmb69Ons27cPXV3dYmUxg4KCXnufiy6msLOzY+PGjZQvX55r167RvHlzNmzYQNeuXVGr1eTk5FC2bFmaNGmCt7c3u3fvlrMM//rrryxbtoyMjAwOHDhAVFTUax+LIAiCIDyNuOstCIIgCO+AJ6WTT0tLY+/evejr69O/f38uXrxI165d+emnn7SCKBo2bMj58+e5evUq+vr6pKWlUbt2bdLT09m2bRuHDh0iMzOTIUOG8Msvv5T2cIVSdunSJXl1kp2dHadOnWL48OF06tSpxCCTzMxMLCwsALC0tOT27dvAPyufk5OTi5VleFn8/Pzk0ghPo6urS0RERIn7DhkyRKt91apVWr/PmjWr2PMVDWoZNGgQgwYN0nq8pLaiN/M1P1tYWMgBMYJQWpRKJXPmzEGlUpGbm8uoUaM4ffo0oaGh8gpuhUJRLDONSqUiODiYFStW0KNHD+7fv4+JiQkbN24EYNKkScTExDBixIgXnhAIDAwkNDSUiIgIrKysUCqV8t9fzZo1AWjatCm6urqYmZmRlJQk72tkZES3bt3YsWMHBQUFpKSkyGUkbGxsOHr0KCkpKUydOpXLly/TuXNn5s6dy/Hjx3nw4AGJiYmcPHkSHR0datSooVXiShAE4fEJ/KLn85ICWB0dHeXgd42SJjijo6OLtT2eXePx17O3t2ffvn3P3/lX6N69e8UybHp4eBAYGEjv3r2ZMGGCnGlEV1eX8PDw0u6yIDxV0Wv4t8H/Ehjxb4Jy4J/yoSIw5/VKSUkhOTmZunXrEhwcLJ8PHs80uX//ftasWUOrVq0wMDDg0aNHcgnnJUuWEBkZiYuLixz4HhYWxq5du3j06BFLliyhRYsWKBQK7OzsOHLkiFyCOT4+/qkZc3fv3v3GZXF5m3To0IFZs2YxfPhwKlWqRIUKFeTHNBntNNnqbt26VawsZmkouphi3bp1LFu2jAYNGrBy5UrCwsIICwvj2rVr2NnZsWfPHlxcXOR9a9Sowbp16xg2bBhnz54lICBAXgQmCEXt2rWLgoICOnfuXNpdEQThHSYCcwRBEAThHfCkdPIXL15kxowZZGVlkZKSwvXr12nQoEGxIApHR0cOHjyIoaEhhoaG7N27l3bt2pGcnEx8/P+xd+ZxNeX/H392K0kpokSkkr2IEJXblS1ZJoShENIXgzFjMEOSmSwhY9+nyb6VCdmTW2HGWCpZxpZQWdqItN/7+8Pjnl+bGTNjGTPn+Y/bued8zjn3uudzzufzer9eCXTp0uWDnZvIPw8LCwsuXrxI7969uXDhAhYWFnz33XfMmTOHhQsXMmfOnDLr16hRg+TkZExMTEhKShLij1QDwubm5hViGUT+fYhOIh83+fn5nDhxgt27d3Pz5s1K1ynvTPPJJ58AcP/+fWrXrk1EREQZ14TBgwfj7+9P9+7d/7Iwp2bNmqxZs4a0tDQ8PDzo0aOHMImkiosr79qgqanJixcv+O677/juu+9IT08nNDRU2AYqOj1YWFgQERHBhQsXKCoq4scff2T9+vUVXB1ERP6rxMfHc/HixTf6LQcHByORSCguLubKlSsEBQURGxuLqakpFhYWr21foVDQtm3bP7UvkbdPaVe9ylxFunXrBpQVGatEnKpl5R023d3dcXd3F/4u7zSialtE5ENSmaPkP5XyouolS5YwdepUatWqhaurK6ampvj6+gIQEBBAs2bNmDZtGjt37qSkpIRu3bpx6tQpHB0dOX36NDKZjI4dOxIcHIyBgQGNGjVi7NixQqGBnZ0dx44dY8CAAZw8eRJNTU38/f15+PAhJ06cQCaTsXfvXmGs4kOhVCrp06cPz58/59SpU6irq7/xtioB9puIlT50TFRycjJRUVEV+tTS4oi7d++yc+dOfH19uXnzJlZWVujp6XHlyhWKi4uZOnUqAwcOJDQ0FG1tbXr37k1aWhoHDx4kPz+frl27YmZmRmJiIjNnziQwMBAtLS0KCwv57LPPyM/PR1dXF39/fzp37szRo0fR19ena9euRERE/CNcXD5WNDQ0MDMzY/Hixbi5uXHjxg3hvfLPMJXFYn4IShdT2Nvbo6WlJURa5eTkkJubi4mJiRBxZWBgIGxbXmz0X+L34p9VMYuq+y54FXv4bxAt/VVnLRcXl3dwNCIiIiJ/DtEXUERERERE5D/A6+zkU1JScHNzQy6X4+DggFKpRKFQlBFRwCthzpo1a7CxsaFDhw4sW7YMe3t7zM3Nad++PXK5HLlczokTJ977uYn88+jfvz9Xr15FKpWSmJhIamoq/fv3Z+rUqSQmJpaJagD49ttvGTZsGI6Ojnz22WdoamqWed/NzY2zZ8/Ss2fPPz3QcvbsWezs7HB2diY4OBhfX18cHByoWbMmGRkZxMfHM23aNBwdHZk7dy5Pnz5l6dKlODg40LFjR6F6MCEhocKyFy9eMH369D91PMHBwX9qfRGRjwWVq5WNjQ3Hjh0TlpcW2pR2pin9W7a0HRF4EAAAIABJREFUtMTa2hoPDw++//57YbmVlRVaWlp/y85+/fr1SKVS+vTpw7hx4zA2NkYmk9GlSxd+/PHHSrcxNjYmLy8PY2NjWrduTe/evZFKpXTp0kXoF8tjaGjIlClTKCwspGrVqqipqTFz5kwCAgJwdnamW7duPHjw4C+fh4jIx46Njc0bC2VK95XLli1DXV0duVxOUlLSa7eJj4/n0qVLf3pfHwqZTFbGLUdERETkfZOfn8+RI0f43//+x/Hjx3ny5Am7d+9m9OjR+Pv7c/z4cY4fP46fnx/169cnIyODvLw8YmNjkUqlFdozNjZm0qRJGBkZMXHiRD7//HNu3LjBs2fPMDQ0ZMOGDTx9+pQDBw6wbds2nj9/jo+PD927d0cul39wUQ7Aw4cPqV69OjExMb8rylEoFBX+Xrly5Rs7CL2PONffY8OGDWzdupUxY8aQlpaGu7s7tra2uLm5sXPnTurWrcuAAQNISEhAoVBgaWlJo0aNGDFiBHl5eWRkZFBYWEhycjIaGhrcuXOHgwcP8uLFC1q2bImtrS1qampER0dTvXp1xowZw/DhwwF48uQJiYmJHDt2jOjoaGxtbVEoFPTo0YODBw+Sk5NDbGwsu3btQiaTMW/ePLKysj7YZ/Wx4u7uztq1a+nTp8/vrtevXz+Sk5NxdnbG2dm5Uoe994GqmCIwMJCQkBAKCwuJj48nISGB6tWr06hRI7S1tbl27RqA4L4EFcVGpeMvRT4eFAoF3t7eODk50atXL86dO4dMJsPBwUF4bpfJZEyfPp0RI0awevVqrKysaNOmjSDYCgkJYdiwYfTu3Zt+/fqxdu1apFKpIEQKCQlh06ZNAMLYoLOz839O0CUiIvJhER1zRERERERE/kX8XrVEZUgkEoKCgsrET61YsYKkpCSmTp2KmZkZHTp0oFevXmRnZ+Po6Iiuri5fffUVTZs2BRAmLNXV1XF2dmb27Nnv5NxEPh40NTXZvXt3pe+pXCdatmwpLGvTpk2FaAZV5TSAlpZWpbEMb0Lpqr+4uDgiIyM5c+YMTk5O6OvrA68iafz9/bGzs2PkyJEsXbqU06dPY2JigqOjI0OGDGH27Nls3769zLK/QnBwcIXoKxGRfwMJCQnCvz169BAioRITE2nVqhVQcdBURUFBAV988QUSiYQePXrg4eFRYf2/ypQpU5gyZUqZZeUnQlRiu9KV7qXFRaNGjWLUqFFltqnM6WHChAlMmDChzHphYWH4+Phw69YtJkyYgFQqrWDxP3LkSJKTk5FIJJw8eZKkpCQmTJhAQUEB3bt3x9fXl5kzZxIdHU2VKlXYvn079erV+9ufjYjI+yItLQ1XV1cyMzPJy8ujffv2REdH07JlS4YPH86yZcvQ1dVFJpOhq6vLxYsXycjIwNXVFRsbG3r16sXOnTsJDg6mRYsWNGvWDLlcTpMmTYiMjGT+/Pl8/fXXFBQUcOLECcaPH09kZCQBAQEEBgZy4MABtLS0CAkJwdTUlNatW9O6dWsSEhLYvHmzMJj/V6tvRURERD5GSouqN27cSOvWrQUxipqaGnp6egDCMhcXF44ePUpUVBQ+Pj4V2svLyyM0NJR79+4xb948CgoKGDdunODOW716dR4/foyHhwdFRUX06NHjPZ1pRVROikVFRbRq1YrBgwezbNkyLly4wJMnT5BKpVy7dg2FQoGHhwcrVqzA2dmZa9euoVQqCQ0N5eDBg4KQ1N/fX3j+nTp1KuPHjyc9PR0dHR10dHQwMTEhISEBTU1NTExMkEqlHDp0CEdHR2JiYrCwsEBTU5Pt27djamr6zs/fx8cHCwsLvL296d+/v+BoKZfLWbduHdOnT2fixIk8ffqUpKQkUlJSSE1N5cqVKyiVSmrXro2WlhZyuZxdu3bh5eWFRCLh0aNH9OzZk4CAAFq1aoVUKiU1NVUQiezcuRMjIyPU1dV58eIF+vr63L17VxDg3rhxg8ePHzN27Nh/hIvLx4yrqysvXrwAyrrKVeZo93cj6d4G69evZ9++fbx48YL27dvz6NEjUlJS6Nq1Ky1atGDFihV4eHhgY2ND586defLkieC0XJ6OHTvi5eXFlStX/hHn9jZRKBTCs2W1atWEZaUj2mUymeBGvG3bNhYuXIipqalwvTp58iT79u0D4NChQ+Tk5ODh4UFOTg42NjasWLGijNuOl5cX/v7+xMXFsWDBAmFMuFevXm81cm7//v0YGRmxadMmFAoFvXr14sCBA1SvXp3u3bsLYwT9+/fHzs6OgoICJkyYwL1797CzsyMvLw94VTCzY8cOfHx8yM/PJyYmhh49epQR+MXFxZGUlMSZM2fKjEuIiIiIvA9EYY6IiIiIiMi/nD+yk582bVqF9VVCHZlMRuPGjQG4d++esE5GRobwetSoUYwcObLMRIZqwlKMphH5EJQerJBIJFy+fBl3d3eqVatGv379gFeDzapJ/6KiIuzs7IiPj6dp06YUFRXh6elJYGAgiYmJdO/enbi4OKZMmUJ4eDh3796lVq1alJSU0LlzZwAiIiJYtGgRxcXF+Pn54eLiQqdOnbC1teX06dMsXLiQwsJCEhMTkclkzJo1i23btpWZjBcnA0U+ZjQ1NXFxcSE/P5+wsDA8PT1xdXWlVq1af7jtvXv3GDNmDMXFxVhYWLx2kPVjQ1X9e/PmTVq2bImjoyOHDh2iqKiImTNnsmTJEiQSCREREdjY2BAZGUlSUhKOjo40bNiQvn37cvXqVVJSUjhz5gyxsbFIJBJx8FDko6N27doEBQVx6tQpgoKC0NfXJzAwkKSkJJo3b84nn3xCZmYmy5cvx9PTE2trayZMmEBxcTFRUVGoqanh5eVFbm4uLVu2JD4+nhcvXgjV9GFhYSxbtoz9+/eXEc7u27ePoKAg7OzsSE5OxsPDg5EjR/Lo0SP69u1L+/btCQgIoLCwEKVSibe3Nxs3biQ3NxdDQ0P27NnDuXPnmDFjBkVFRXh7ewv3vWL/LSIi8rFTWlTdtWvXMq6mCoWCnJwcAMF5wt3dnZkzZ/Lw4UOsra0rtKeKxDl48CByuRxzc3O6devGxIkTGTZsGPXr12fEiBF8/fXXpKWlMWrUqA/mbFG7dm1OnDiBhoYGnp6e3Lp1C6VSyenTp3Fzc0OhUPD9998TGxvLgwcPCAoKolatWri5ueHm5sbx48c5e/Ys7dq1Y+fOnWUKL7Zs2ULdunW5ceMGOTk5tGzZEktLS2rXro2uri4+Pj6Cy+KePXsICQnh+fPntGzZkvXr1zNv3rz3+lmUdrTcunUrP/30E9evX6dGjRo8efJEECP17NkTJycnJk2ahIaGBrq6utSoUQMdHR3BQahGjRqcPn2aRYsWAa9iCatVq8a9e/fo0aMHWlpaVKlSBTMzMwYPHoyamhrjx49n7969mJqaEhISwpw5c7C3t2ffvn04OzsDr4T2qud4kX8npYspNm/ezLlz54iPjy+zzunTpykuLkZDQ4Pdu3eTlJRU6RgnQGxs7Ps47PeOSrzi6elJUFAQiYmJHD58mCNHjnD58mXmz58PQHh4OJs2baJKlSr8+OOPbNu2jR49evDgwQNKSkq4evUqrq6uWFtbk5+fj5ubGwMGDBDcqlUFaaUJCwtjz549mJmZoVQq33rk3M2bN7G3twdeFZEmJCTQt29fbt68SU5ODj179iQ+Pp7Q0FBWr15N8+bN2blzJzo6OmRnZ9OvXz+SkpIEd5x69eoJMWf16tUr47JUel9voxhIRERE5M8gCnNEREREREQ+Yiqrlpg9ezaRkZGMGzeOMWPGsGDBggrV+TKZjE6dOpVZLyIigjlz5tCuXTuKi4vL7CcvL4/Ro0fz+PFjDA0N2bZtG9u3b+fIkSO8ePGCefPmCdXGIiIfmtKVNrm5ufTs2ZMzZ84wceJEdu/ezapVq4D/d+xITEzkk08+IT09nZMnT9K+fXvs7e05f/48ampqnDhxggYNGvDy5UuOHTvG06dPyc3NpVOnTty4cQOFQsGSJUuIiooSKntcXFzIzMzEz8+PoqIiJk6cyE8//YS1tTVyuZyioiIWLlxIdHQ0SqVSHAwQ+eixsbEpE8tSmQ16Zc40qmXlB09LCzs/VpHn/v37KSkpYc2aNbi6upKfn0/t2rXZtGkTPj4+NG/eHHV1dZYvXy5ERdy6dYtatWqhra3NihUrMDQ0JDU1lenTpzNy5Ehq1arFvHnz0NHR+dCnJyLyxmRmZjJnzhwePHiAUqlk/PjxbNy4kZ9//plBgwZRvXp19uzZw7p163j69ClVqlSptB1Vv62mpkbDhg2RSCRoa2tjaWkJvJoQzM7OxsDAAIBHjx6hp6fHwYMHmTt3Ljt27ABexedpaGhgaGgoVJMfPXqU27dvU7t2bSIiIoR9+fn5lanWHTZsGCkpKWL/LSLynggJCWHEiBGiAO4dUFpUHRQUVEaY4+fnR48ePVAqlXz77bcANGzYkKSkJEEsUZ6+ffvy5ZdfkpCQIMTiTJ8+nblz52JmZsbYsWPx8/Nj4cKFlJSUCBGjWVlZuLu7s2HDBuH6/a7JzMxk/PjxgptP48aNhQlcbW1t1NXVadu2LXfu3KFatWpcvHiRc+fOoa2tzdWrVzEzM+POnTtoaWkxYMCAMm3fvn2brKwsWrRoQW5uLi9evODRo0f8+uuvFBQU8Ntvv5GcnEyNGjWQSCQsWbKEpKQkqlSpQs+ePQEqFHi4uLi81fMvLYgq3Y917NgRa2trEhMT8ff3x9PTk4yMDKpUqUJUVBTa2tqCgD43N5cnT54QFhYmxEe2bNkSCwsLFi1aRFhYGC4uLigUCuzs7Jg3bx41atQAXjm0TJs2DS0tLapVq4aNjQ0hISF89dVXwjH925xORN6M1NRUVq5ciYmJSaXvz5o1i59//hl1dXX27Nnzno/uw1NaUFJUVISVlRXff/89Li4uzJgxg0mTJqFQKJg3bx4jR47EwcGBzp07s3btWho3bsywYcM4ceIEoaGhPH78GF9fX+RyOV5eXuzatQtPT09sbW25deuWsE/VPbGvry8BAQEUFxcza9Ysrl+/zq5duzh27BjFxcV06tTpb51b06ZN+eWXX+jTpw8KhYI2bdowYsQIEhMTmTt3Lurq6hgYGODm5kbnzp3p1q0bvXr14rPPPqNFixasXbuWzZs3c/ToUUEg9DrH3qZNm3Lw4EEmTpwovCfe04uIiLwvRGGOiIiIiIjIR0x5q09nZ2cGDx6Mv78/3bt3Z8yYMXz++ed888033L59mzlz5rB9+3aACustWLCA6OhosrOz6dKlS5n9bNq0iX79+jF06FDWrl0rxBHVqFHjtZFFIiIfitKDFRs3biQxMZGhQ4cyY8YMvvrqKxwcHLh27RrPnj0DwNnZmd27d3P//n0GDhxISUkJ27dvR6FQYGpqiqamJl27duXIkSN4e3ujqalJ9+7dSU5ORltbm4yMDK5fv063bt0AePLkCUqlEkNDQ2HgsnxmtaamJiNHjsTT05OGDRvy3XffiRMOIiL/MlTXItUA4+bNm5k2bRq2traYmZkBMHz4cI4ePYq5uTlPnjwhLi6OZ8+eoaenR7169VizZg3t27enoKCA3r17M3/+fCIiIt4oTi8+Ph6FQkHbtm3f8ZmKiPw+O3bswNHREQ0NDTZs2MDLly8JCAhg+vTp+Pv7c/z4cerXr8/06dNZuHChcK8KoKGhwcOHD7G0tCQpKQkrKyuqV69OXl4eSqVSmFDV1NREoVCUGXQ3NjYWqvgLCgqECDg1NbUy66l+I5aWllhbW+Ph4YGtra0wwayq0s/IyCAjI0Psv0XeGFXUoUwmw9fXVxCjirziTeLjQkJC8PT0FNZ79OgRP/zwQ4VYSjGK7s9TXlRd+v9nz549BZFIaX7++ecyf5d3yl25cmUZQcUPP/xQZv3KXCxKx4e+L3bs2IGbmxteXl54eHjg5OREZGSk8L6hoSEXL14E4MaNG3Tp0gWlUkm3bt3w9vYmLS2NoUOH0rlzZwICAigqKhLGUGrUqCHEefXv3x9zc3Py8vIYPHgwO3fuRKlUYm5uzt27d8nMzERDQ4Ovv/4abW1tof8rX+DxtoU5VlZWfPPNNyQlJaGpqVnmPZWI5sKFC7x8+ZKaNWuybt06fH192bhxo+Ci4eDggJGRETo6OkJMtbGxMV9++SW6urq0adOGo0eP0rZtW6KjoxkzZozgtOTg4FAhyjoxMfGtnqPIx4mJiQkXLlx47fuBgYHCa7lcLkSXvi1Kx0C9KcnJyUIf7+joKFwX3wUq8Uq3bt1o06YN0dHR3Llzhzt37nD58mXy8/PJysqic+fOaGpqkpCQgKurqxBDd/LkSQoLC+nQoQNSqZStW7fy+PFjDh8+zIQJE+jatSvXr1+nWbNmPHz4EKVSKYg2GzZsyKZNmzh79ixLly7FxcXlrUbO9evXj4MHDyKVStHV1WXu3LkMGzYMbW1tbty4QVhYGAC2trbAq0j6HTt2cO3aNXR1ddHQ0MDU1JT09PQ/3JeNjQ0NGzbEwcEBLS0t9u3bJwgHRURERN41ojBHRERERETkI6a81Se8GmTR1NQU/t66dSvbt29HIpGUqQAov55EIkFXVxddXV0MDQ3L7Of69etcvHiR9evXk5+fz9ChQ9HX1xceiERE3gelc65/j9KVNpMnT2bv3r2Ce8fy5cs5c+YMMpmMGjVq4ObmRuPGjfn666+5ePEisbGxuLi4sGXLFrZu3cqCBQsAuH//PlKplIkTJzJmzBjkcjm7du3i8OHD1K5dG2tra44dO4a6ujpFRUVlorKgbJU/vLKEHzp0KCNGjMDHx4fz589jZ2f3Lj42EZF3TmkHnI+B0pN6qsHT8PBwpFLpW63Ubtq0KefPn+fhw4dIpVLi4+P59NNPiYuLIz09HXNzc3r37k1wcDBRUVGYm5vTqlUrpk6dynfffUfVqlXx9/dn3759DBw4kJcvXwKwd+/e391vcnIySUlJ3L9/n8zMTI4cOVJhAlNE5H3i7OzMgAEDqFKlCiUlJdy4cYM5c+Zw584dJk2ahKOjI3l5eeTm5uLu7s6tW7dYsWIF3bp1Q1dXl7S0NH777TeSkpJQKpV89dVXrF69msGDB1O9enXgVZX/3LlzefDgAX5+fgAYGBjQsGFD7O3tycrKYvDgwTx8+BB4NQHYvHlz4P/voQsKCvjiiy+QSCT06NEDDw8P2rRpQ2hoKDo6OhQVFSGRSN64/1b9Fl/nLqHizwgKVOuqBEfffvvtG90b/dljEhF5V8jlcpYuXYpSqcTHx4fFixcLUbCqa4UqTu6rr74iPj6erl274u3tTatWrZgwYQIlJSU0bNgQT09PvLy80NXV5ebNmxw7dowJEyZw48YNtLW12bZtGzVr1vzQpyzyDpgyZQpBQUGoq6v/pe2dnZ0ZMWKEEOFdHqlUyq5du7h69SqtW7dm2rRpdO/enSVLlrBjxw6mTJlCx44d2bJlC2fOnClzTR07diyff/45kydP5ssvv0ShUHD9+nXi4+MpLi5GKpXyyy+/oFAoqFmzJllZWSxcuJCaNWsKjoi/V+DxNtDX1ycmJqbMstL385cuXSI1NZUhQ4bg5+eHmZmZINxSiQ6OHj1aoV2VGBH+X6x16dKlt378IiJvi49N1KkSr0yePJmXL19iYmKClZUVCxcuxNvbm3bt2nHlyhXu379Ps2bNhHu+atWqMWPGDJ4/f05xcTEjR47E39+fadOmUVBQwNixYwkPD8fZ2ZlZs2YxbNgwYmJiOHDggNCP+vv788svv/DixQuCgoJwcnJi8uTJby1yTiKRVBBzLlmyhAsXLhAQEIBCocDGxkZw1rS2tqZ58+Z069YNV1dXGjRoQOvWrYW4+dLRZqprk8plE3jvsYEiIiIiKkRhjoiIiIiIyEdMeatPqJiPu2bNGuLi4rhz5w5jx44VlpdfT6FQkJubS3Z2doUKg6ZNm9K1a1cGDhwIvKqEUIl9RETeNn+38ql8pU1lVuylOXToEDt27KBKlSoYGhqSkJCAk5MTYWFh+Pv7U6tWLfT19TE0NKRbt26Ym5ujr6+Prq6uEKXx5Zdf0rVrV9TU1GjRogWrV6+u9Ng6dOiAm5sbU6dOZdasWZSUlKCnpydUD4qIiLx7jI2NKwhVwsPDsbKyeqvCHNW16NatW+jq6jJkyBDOnTtHRkYGeXl5DBo0CFtbWxo0aIChoSFeXl5YWlrSu3dvAGrXrk1cXBwODg60aNGCjIwM1q1bh7GxMRERESxatEiYzHRxcSE8PJyFCxdSUFCAlZUVd+7cITMzk3bt2r21cxIR+Su0adOGu3fvllk2ZcoU4bW/vz/Z2dl4e3tTu3ZtgoKC/rDNzMzMCstu3rwpvFZVPDs4OBAQEEBISAjPnz9n165d1KpVC3h1Lfj6668Fl4R79+4xZswYiouLsbCwwMjIiLlz59KvXz8UCgUGBgb88MMP9OvX7w/777NnzzJmzBjy8vLw8/MjKSmJgIAAgoODuXnzJpcuXRImKwcMGMAvv/zCvXv36NOnDxEREVhbW9OwYUPS09N5/PgxBQUFNG7cmPz8fBITE9HU1MTAwIBWrVoRHh7Os2fPcHBwYNu2bfTq1YsjR44wc+ZM8vLyhIiDo0ePkpycTFRUlCjM+RPI5XKWLVuGUqkU4m+Cg4OpWrUqGzZswNPTk6KiIlq1asWaNWsoLCxk0KBBFBQUULNmTcF1JC0tDXd3d+7evcv+/fupX78+kydPJj4+Hj09PbZv305cXJxwD6yaRHJ0dGTEiBFoaWnRvXt3Zs6cyaZNm9i8eTPwSnT+sTmjFRYWcvjwYZydnctEwVpaWqJQKHj58iUZGRlcuXJFqGD/8ccfkUgkBAYGsmbNGpYsWcLGjRu5ceMGeXl5REREsGHDBiIjI6lXrx61atVi3bp1QpzFx4BcLsfU1BQLC4t3vq9/qqj6TSfJly1b9qfbLv2M2aZNmwoOLeHh4TRo0IAFCxZgamrK5MmTOXr0KCUlJaipqZVx1AFYtGgR9+/fF/6ePXu2sB87OzuMjY2ZN28eLi4uDBw4EH9/fwwMDFiyZAnPnj1j7NixZGdnY2lpSUpKCidOnBAcc14Xv/I+MTExeafOHyIib4OEhAR69epFQUEBoaGh+Pv7l+lXq1WrhouLC0VFRRgaGrJnzx4ePHjAqFGjqFWrFq6urhgZGTFnzhzatWtHcXExgHAv5eHhQfv27Rk3bhxDhw5lz549FdqrjEWLFiGRSIR4treFSrxS+np2+PBhpk2bhoGBAXp6esTFxfHTTz+xcOFCdHR0mDNnDh06dGDs2LGCC461tTXFxcXMmTOHFy9esGXLFuLj49m3bx99+vRhxowZFRxaS7sVqXjXkXPlx/Zeh5GREW5ubqSnpwvX0adPnxIVFSXEDU6aNEmMyBMREflHIApzRERERP4jvAuLz9fh5eWFv7+/ENMg8u54k4eUDh060LlzZ5ycnH63rRkzZiCVSmnbti3GxsZl3vPx8WHs2LGsWbMGpVIpuIiIiLwtxo8fz2effYaVlRWhoaGkpKTg5OREbm4ukydPZsSIEcK6SqWyTDXsli1bhEk2qLzSprwVe1RUFBKJRKiiuXbtWqWWxUlJSWhoaDB+/HjhGCpbz9XVFVdX1zLLSg9kqrYpPdlYvkpRRETk71NQUMCgQYMoLCykRo0auLi4cPv27TKTnOUjRe7fv8/Ro0e5fv067u7uHD58mMjISNTV1Rk4cCBr164Vqpb/DJVdi3x9fenWrRsymYxTp04xYsSIMsd29+5dvv/+e7y8vISs+7t379KgQQNq1apFz549Wb58OZMnT6Zjx46EhoZiYWFBkyZNuHbtGsnJyfzvf/8jOjoaXV1dRo0axZUrVzhz5gwHDhwgMDCQrKwsRo8eTXh4ON9++61wPQwODhbv3UQ+CL/99hve3t7Mnz//L23/uuec0hPPXl5ewKtB+fKo1mnSpAk2NjasXLmSkJAQlEolHTp04OTJk2XWj4mJwcvLC19fX6pVq1bpMR0+fJh69epx+/ZtVq1aRVZWFr/99ht6enpl4gZGjRqFpqYm9+7do2HDhvz6669UrVqV06dPo6uri6WlJRKJhKdPn1K1alVu3bpFVlYWEyZMwN3dncGDBzNt2jTCw8M5dOgQHTp0ID8/nxs3bnD+/Hlu3LjBlStXuHz5Mi9evGDDhg2cOXOGn3/+ucJ5ibwepVLJ/v37mT9/Pr/++isnT57Ex8eH1NRUTpw4gYaGBp6enty6dYu4uDg6dOjArFmz8PHxEdrIzs4mMjKSnTt3EhYWhr29Pbm5ucTExLBt2zbWrVtXqfuSXC7Hx8dH6BcyMjI4cOAAMTExZGdnC9fzj4m2bdtWGgXbqFEjCgsLqV69Oq6urrRv357CwkJOnjzJrVu3cHZ2pn79+kgkEpo1a0ZQUBDjxo0jPz8fBwcHJk6ciIaGBmpqahw5cuS1v89/KnK5HEdHx/cizPkn8XsuSi4uLqxbt46QkBCcnJw4d+4ccrkcmUxGZGQkaWlpeHl5UVBQQL9+/ZgxYwb+/v6kpKSQnJyMmZkZmzZt+sNjUCgUgtin9PfwVyOkNDQ0+Omnn/jpp5+wsbERhJgNGjRg9OjR3L59mzVr1lCzZk10dXVxdnamVatWf2lfIiL/ZfLz8zlx4gS7d+9m9erVFfrV6dOnExERgba2Nr6+vkRFRdG4cWOePHkiPO85ODgQHR1Ndna2EEmno6NDbm4uCoWCxMRELly4gK2tLRoaGpW2V5rFixcDvHVRTmlK3+NWNhbVv39/+vfvX2ZZ+TjN8vccMpmsjHD+n0Blz9MqVPf2UPkY3dOnT9m3b58gzBFFOSIiIv8UxDJ3ERERERGRD8C0adO4cuUKx48fp02bNgCMHDmSuXPn4uTkhJ2dHXFxcQAcOHAAW1tbfHx8hDzTX2oUAAAgAElEQVRvLy8vPv/8c6RSKaampsTExLBixQqqVKlC165dCQgIQC6X4+XlhZaWFjo6OsyfP194WJHL5WhoaAiv4ZXI5+LFi2zcuFEQFISEhGBpaSlYgZ88eZKoqCjs7Ozw8vLC29v7PX5qIv9mPDw82LVrFwDnzp2jqKgIPT09qlSpwsqVK+nSpQvBwcGsWLGCiIgIiouL0dXVJSMjg6FDhzJjxgwAsrKycHNzo6ioiK5duyKVShk4cCBOTk4kJyfTpUsX3N3dCQkJISIiAltbW/73v/8JlVEqwsPDycrKonfv3jg4OPDy5Us6der03j8XERGRP0d4eDj29vYcPXr0jeMrTE1NcXFxYfv27UybNo2uXbty6tQpcnJyKCoq+kuinNcxYcIE9uzZw/Dhw8tUhKuqoQcPHszly5fx8PAQIgJMTExQV1fn+PHj6OnpERMTQ5UqVUhISMDa2hqlUkloaCjGxsYcPnwYHx8fRowYwfTp04X27e3t+eWXX4BX9xWffPIJiYmJpKamIpfLWb16tSi6FflgNGvWjNOnTyOVSj/0oQiD9iEhIYIb5V9hwoQJ6Orqoqenx/Tp08nNzWX37t107tyZdu3aMWzYMGxsbNi/fz9WVlaoqalhYGCAh4cHWVlZSKVSXr58SVZWFhkZGSiVSl6+fImRkREtW7bk9u3bmJmZkZ2djZ6eHqampowdO5bvv/8efX199uzZg6amJurq6nh4eODg4CCISYYPHy6Kcv4kVlZWANSrV6/M61u3buHu7o5MJuP06dOkpaWRlJQkPN+Vjv1t0aIFEokEExMTnj59yp07dwSnm3bt2nH79u1KXTLK9wtJSUkkJCTQpUsXBgwY8E5ibt41EolEiII9efIkcrmchIQECgsLCQkJoUmTJixZsoQ9e/bw7NkznJ2dGT9+PBKJhJSUFBQKhSCev3DhAgsWLEAikZCTk0NhYSHwqu8cPnz4Gx+TQqHA29sbJycnevXqRWRkJB07dqRjx46CU4pMJuObb76hffv2wkRh6ecJ1bO6TCYTni1UE6e3b9+mR48eODk5CSLCmTNn4uDgQJcuXbh//z4hISFMnTqVqVOnvpXP+WOisLCQ/fv3ExQURFRUFHK5XBDohISEcObMGWFytTSBgYHMnTuXM2fOEBUVRVpaGgAtW7YkMjKS+/fvl/mNqNw1nJ2duXTpUplnQ5lMJvwfVH0PISEhbNq0idu3b2Nvb0+XLl0EEenz588ZMWIErVu3Jj4+XthHQUEBnTp14tmzZzx79ozo6GgOHDgAQPXq1dm9ezcXL17Ezs4OiURCREQEUVFRLFu2TBBqV1bgISIiUhFVf2tjY8PmzZsr9Ku5ubmMGTMGJycnQkNDhWtE69athSg8iUSCrq6u4GIKrwocw8PDiY2NpaSkhLNnz+Lg4PDa9lTk5OSwc+fOf5zA5d+GXC6nb9++wvX88ePHZcb/SkpK2LBhAydOnEAmk5Geni700ZX17yIiIiLvE9ExR0REROQ/Rk5ODp6enkydOpWgoCCeP39O8+bNWbNmTaWVRZUtS09PZ8yYMWW2vXv3LkOHDsXY2JgXL14A8MknnxASEkLNmjWZMmUKw4cPLzM4+V/G3t6eM2fO8PDhQ+rWrcvz5895/Pgxa9euZc6cOdy+fZs5c+awfft2AgMDiYmJ4enTp2XspmUyGcuXL8fOzo45c+Ywa9YsfvjhBxo0aMDAgQPZuHEjAA4ODqxateoDnamIyJvh4OCAv78/ycnJ1KpVi2fPnlG1alUePnxIeno6T58+JSAggNjYWGJjY4mKiiI7O5sWLVpgbW1dYcK5fCWTajD0jyqjVKhibY4dO/bePwsRkY+N5OTkMg40fxZV5Mzb4O7du0LFsY2NDffu3RPeUznQ/BHDhg1jwYIFpKamVqg0/LvUrFmTNWvWkJaWxpgxY6hXrx4AiYmJtGrVCk1NTZYuXUphYSEODg706tWL1NRU+vTpQ1paGvr6+rRr1467d+9ib2+PlpYWVlZWGBoaUlxczPXr16lTpw5KpRJNTc0yMZetWrUiLi6OAwcOsGnTJiIjI4Wqc4C6deu+1XMVEXmfJCYm0rdvX7Kysjh27Bhjx44lNTUVExMTtm7dyq+//soXX3yBjo4Onp6eODs7M2rUKPT09Hj8+DE7d+7E3NwcR0dHli5dSnx8PE5OTtja2tKmTRs2b97MtWvX2LZtGz169PjD46lZsybNmzenYcOGrF27Fj09PdTV1UlMTOTatWtcvnyZvLw81NXVUVNTQ6lU0rFjR4qKilBTUyMmJoZatWqhra2NgYEBMpmMtLQ0NDU1yc3NxdramuTkZGrUqMGKFSuYMWMGU6ZMITY2lpSUFDZv3oyrqyvq6uosW7aMIUOG8PTpU/T19d/Dt/Hvo3TfUfp1SkoKbm5ueHl54eHhgVKpxNzcnISEBFxdXYmLi6Njx44VtlMqlVhYWHD8+HEALly4QKNGjdDX1+fhw4fA6/uFw4cP0759e0JDQ4FXEcMfI5VFwX7++eeCM5CdnR2nT5+mbdu26Ojo4O3tTYMGDRg3bhz3799n8eLFjBs3jvbt2wtxVx06dEBHR4fk5GRq1qxZIZ7599i/fz9GRkZs2rQJhUKBVCoVvh8XFxfB2Wfw4MH4+/vTvXt3xowZw4IFC177PFGa0s/qQ4cOJSUlhTNnzhAbG4tEIkGpVOLl5YWjo6Owr/8Sr3NRSk9Px9TUFHV1dWxsbCpsV1rgVjo2sbSA7tmzZ8L/kdLuGsePHy/zbLhlyxYkEkmZ70EllCnvXAXw6NEjzp07x8WLF9m8eTM2Njakpqby3XfflYk1Vrm63bx5k8TERHr06EFoaCh6enq0bt2aFi1acPPmTdatW0f79u35/PPPiY+PR6FQsH37dkxNTenUqRO2tracPn2ahQsX4uLiUiHW1NnZmQEDBpCbmytE7Jw7d44ZM2ZQVFSEt7c3o0aNejdfoIjIByIhIUH4d/jw4Vy8eBH4/3712LFjNGnShB07djBr1izh91u6QEKhUJCbm0t2drbQb9jb2zNx4kT09PQwMzNjz549fPbZZxw9erTS9lRUr14dPz8/Ro0axdatW98omu9d8T6d8z8Epa/nwcHBFZyMfHx8uH//foUxCn9//0r7dxEREZH3heiYIyIiIvIf4vnz5wwfPpwFCxZw4MABvvnmG06dOkX16tX5+eefgcori8ovW7hwYYVtFy9eTFBQEKGhocJg4qBBgwgLC0OhUJCQkCCKckrh4ODA2bNnuXPnDh4eHuzfv586deqwdetWpFIp3t7eQuWFuro6Ojo6mJiYULt2baEN1WCTtrY2ADdu3GD48OHIZDKuX79OWFgYgPi5i3wUqKmp0aFDB6ZNmyZUvGzatIlZs2ZRtWpVBgwYwKJFi4iNjeXIkSM0bNiQ6tWrY2xsTNOmTSksLMTW1pYpU6bw4MEDcnNzcXFxoXr16qxatYr8/HwAoeoc4PLly0ycOJHIyEiePHlCu3btOH78uBBr4+HhweLFi0lPT6dfv3506dLldwfcRUT+6yQnJ+Pp6flW2nr06BHz5s0rI0hVUboSvTzm5uYkJiYCr37j5Sc5X4empiYlJSU0a9YMMzMz0tLS2LNnT6XV2X+H9evXI5VK6dOnD15eXqSlpeHq6ioMAh84cIDOnTvTqVMnhg0bBoChoSGHDh2ib9++9OvXD3V1db788ku2bNnCjh07mDdvHhKJBFtbW7Zt28bUqVNJTk6mY8eO/PTTT5w/fx4Ad3d3fvzxR0pKSjAwMKBp06b06NEDuVyOXC5ny5Ytb/VcRUTeNwcPHsTV1ZWwsDBatGhBTEwMLVu2JCwsjMOHDxMYGEhUVJQwMfno0SPCwsJYvnw5gYGBQjsdOnQQKq+zsrIYMmQIcrmcW7dusWTJEmG98g4bCxYsEJwvZ8+ezapVq1i3bh1aWlo8ePAAa2tr0tPTOXfuHAqFgpKSEgoKCsjLyyMvL49FixaxfPly4Teak5PD3bt3iY+PJzg4mKNHj3LmzBmuX7/OhQsXMDMzw8jIiMuXLzN69GjatWuHm5sbjRo14vnz5xQXF5OZmUlKSgp169YVBHslJSXv/bv5tyKRSAgKCsLNzY3c3FwA3NzcOHv2LD179vxdN5sOHTqgra1N586d2bFjB+PGjaNVq1Z/2C8YGhrSu3dvpFIpXbp0YeHChe/lXN8WMplMmCR0dXVFLpdz6tQpVq9eTZMmTRg8eLAQ7zZu3DhcXFzIy8tj1apVxMfHs2/fPlxcXLC0tOTMmTPk5OTg7e1NfHw88+bNE/r8KlWq/KnJtps3b2Jvbw+8+l7V1NTQ09MTRHUqrKys0NLSEiZbK3NaqMz5qPyzempqKtOnT2fkyJFMmTKFly9f/o1P9eMkODhYeL19+3Zq1KhRwUXJ0NCQBw8eoFAouHz5coU2LCwshIn4uLg4IZKzsu8AyrprREZGlnHN+D0qczS0tLSkatWqggsWvHJqOn36NK1bt67QRkhICM+ePWPw4MHs3r0bgAcPHrBx40YOHDjA3LlzAQSx15w5c1i/fj0AmZmZ+Pn5cejQIdavX49CoWDJkiVl3IXu379P7dq1OXXqlNC+n58fBw4c4PTp02zfvl1wlBIR+begqamJi4sLa9asYeLEiUK/unr1akJDQ1m6dCk//vgjTZs2ZdOmTQQGBgrOayqHFaVSSefOnfnyyy958uQJXbp0ISoqit9++w2JRMKZM2e4du0at27dws7Ojo0bN2JgYMAPP/xAZmYmAIcOHcLT05PU1FQaNWrE5cuXadCgwb9WFPNPoPT1/M6dO7/rZFSa1/XvIiIiIu8L0TFHRERE5D/E3r17GTt2LC1btuT69et8/fXXqKmp8eLFCzp06ABUrCyqbFll26osuzU0NIRKdTc3Nzw8PGjcuPE/wpr+n4SRkREPHz6kfv36ODg44Obmxvjx41mzZg1xcXHcuXOHsWPHAq8G/V++fMnTp0/JyMgQ2ihf9V+rVi2ysrKoWbMm2dnZZGRkIJFIGD9+PJs2bWLz5s0ALF++nOvXr5OTk8P48eO5fPky69evZ9WqVUyYMIEbN24I0VUJCQl8//33KBQKoQL58uXLZSqOR48ezeTJk4mPj0dPT4/t27eTnZ3N6NGjMTAw4O7du+zfv5/69eu/vw9Y5KPEw8MDmUzGuHHjiImJ4ZNPPkFXVxctLS1MTEywt7dHqVRSrVo10tLSePjwIZmZmRgbG+Pv78+hQ4eoWrUqP/74Iy1btiQpKYmHDx/yzTffCIOT5SkuLsbR0REjIyNOnjzJoEGDOH78OC4uLvj6+mJpacnUqVP55ptvqFu3Lu3bt+fnn3/+y7FWXl5eQrsqFi5cyPDhwzExMflLbYqIvG/kcjlBQUEUFxdTUFBQZqI6JSUFqVQqVO+6uLhUWvm7YcMGgoODKxXeABgbGzNr1ixOnDjxp47Nzc2NQYMG0bNnT3R1dbG3txcmOWvVqvXa7Xr27MmECRO4f/8+CoUCV1dXIiMj37q7xJQpU8pYmw8ZMqTCOuWXVatWjU8++YSAgABCQkIoLi7G1dUVLy8vHBwc2LRpE1KplLp163L9+nVevnxJ3759mTlzJnv37sXX1xeAzp074+HhwZw5c4BXFu7GxsbIZDLU1NQYOnQoPj4+b/V8RUTeF6rnFRMTE5KTk2nXrh3wKsrg4sWLTJgwgYCAAH744QcmTZpEUlISz549o2/fvuTl5VFSUkLXrl1JTExk4MCBKJVKNm3axIkTJ+jQoQN6enpcvXqVevXqce7cOY4ePUpsbCzNmzcnOjoamUxGZmYmL1++ZMCAAcjlctTV1VEoFDx8+BBLS0th0lRDQ4OGDRtiaWlJdHQ027Ztw8jIiNGjR1NQUMCyZcvo3bs3hw4dokqVKhgZGbF7924cHBwYNGgQcrkcNTU1srOzKS4upl+/fowYMYKxY8dSUlLCnTt32L17NwEBAbRr146zZ88Krg9WVlZ88803DBky5LX3RiJlkclkQl/l5eUlLFfd0yUmJuLo6FgmeubgwYMV2lFVbJdur7SrhoojR45UWFa+Xxg1atQ/yvkiPDwcqVSKgYEBISEhWFtb/+XikPL9JLxymymN6rN88uRJhe0r+/zehKZNm/LLL7/Qp08fFAoFCoWCnJwcgDJitvLP4JU5LahEwdra2jx69Ehof9myZdStW5eSkhLU1NQoKCigd+/ezJ8/n4iIiDcWzslkMiIjI4Vo6j/i734n7wKFQkFwcDCjR48WllXmorR69WpGjhyJvb09nTp1QlNTs0w7M2bMYOTIkRQWFtK3b98/fJ4q7a7RtWtXrl69WmGdyr6HyhwNXyf+qYySkhKmTZtGYmIiOTk5giOjpaUlurq66OrqCuNvixYt4uTJkxQVFdG8eXPglUhbFa2qGhcq7y7UqFEjrK2t8fDwwNbWli+//JKEhAT69esHvCpQSU9PF585Rf41lO5PVaj6VV9fX7p164ZMJiMxMZFVq1axfv16rl+/zrJly9i+fTv5+fmCw4qTkxP37t0TnrGUSiV+fn7UqVOHCxcuCM5YM2bMEJyVVYI3MzMzJBIJ69evR0dHhyFDhnD48OEyDmkfcjy0/Hhw27Zt8fX1JSYmhtatW/P8+XNCQkLYtm0bq1atQl1dnTVr1lQqMPwnUfp6bm5uTlFRURkno9f1qa/r30VERETeF6IwR0REROQ/xKhRo0hJSSE8PJymTZvi6ekpDM4UFxeTmJhY6eBC+WWVbRsZGUlCQgIdOnQQKtJ1dXXR09Nj+fLlQg63yP9Tt25drK2tMTMzIz09HXt7ey5cuIBUKi0jZJo+fTpSqRQbGxvq1Knz2vaaNm0qVIs1btyYunXroq2tjZqaGgcOHCAmJkYQzGzZsoWhQ4cyfvx49u3bh7u7OxEREZiamrJ27VqOHDnCunXrBPHBwYMHmTdvHidPnuT8+fMEBgYik8lQKpWcP3+e3NxcYmJi2LZtG+vWrWPIkCFkZ2cTGRnJzp07CQsL4/PPP3+3H6jIR4+amhpDhgwRrMojIiIICQkhOzubwMBAzM3NqVOnDhYWFrRs2ZKCggJOnTrF2bNn8fDw4N69e0gkEiQSCUuWLCEjI4OmTZsik8nQ0NBg2bJlwCvr2ujoaKpUqcKRI0d4/PgxaWlpmJqaUlRUJFRBDho0CAcHB7Zs2cLx48d58eIFGRkZeHt7s2zZMrp37/5Wzvvrr79+K+2IiLxP8vPzmTVrFlOnTmXo0KE8e/aMKVOmCFXgBw8e5NNPP0VNTY3i4mKqVq1KYWEhjRo1Qk1NDVNTU7755hvmzp1LcXExenp6NGnSBKVSyaRJk1iyZAkFBQUYGhrSp08fMjIySE5OpmnTpty/f5/Zs2ezceNGbGxsyMvLIy0tjVq1anH9+nUGDhyIQqFg7969pKeno1AoaN68Obdu3WLlypUsXryY2rVrY25uzqeffkqLFi3Izc2lWbNmFBYW0rVrV8zMzATHmg+Nvr6+UG1ZelLY398foMK1SF9fn5iYGOFv1QSmRCIhJSWlzLqzZs2qMOEpIvIxUvp5RVtbm4sXL9K7d28uXLiApaWlECPXqVMn/Pz8MDc3Jzs7m4iICBYuXMj+/fs5fvw43bt3x8DAgPPnz7NhwwZSUlK4efMmJ0+epEuXLjx//lyIDKlXrx6RkZGCA4GWlhZaWloEBgbSpk0b2rRpg1KpJDIykm7dumFoaMipU6cEEYfKKaR69eqoq6uzaNEi1NTUaN68OS1btkShUJCdnU1hYSHa2trUqFGDadOmMXToUKKjo9m3bx9JSUno6OiwcuVKevbsyc6dO+nTpw/W1tZoaWmxYsUKoOy1o/T1QeTfi0Kh+FsRGn9me1UErIGBQZn/ax8T/fr14+DBg0ilUnR1dfHz86NHjx4olUq+/fbb1243Y8YMpFIpbdu2xdjYGAAfHx/69u2Lo6Oj4KIzb948QXynqalJWFgYAwcOFJxy9u7dS/369Zk5cybnzp3Dz8/vrZ3b+/hO5HJ5hYKe8pGCp0+fZunSpSiVSry9vUlMTEQmkzFr1izMzc2ZPXs2kZGRjBs3jjFjxghte3t7M27cOM6dOye47KgiUBs2bFghDlV1fwQIokQVKneN/Px8goKCKhXmyGQy4XswNTUFXjlXrVq1ipcvX/4ld8j4+Hjq1KlDTEwMGzduJDU1FYDbt2+Tm5vLs2fP0NPTIzMzE7lcTmxsLCdOnGD79u1AxTG52rVrY21tzbFjx1BXV6eoqIjCwkK++OILJBIJPXr0wMPDgzZt2hAaGoqOjg5FRUUVhE0iIv9WSguyra2tK8T35ubm4uPjQ2pqKo8fP6Zx48ZCVKGHhweenp706tWrgjNWcnKyUIzarl07wemqadOm6OjoAP/vkAavhHSpqakfTJjz9OnTCuPBa9eu5dKlS8TExLB7926OHDlCSUkJK1as4MyZM6SmpjJx4kQiIiL+0j5V19131fckJydz6dKlMtfzzZs3079/fy5cuIC+vj6NGzfG2NiYrKws3N3d2bBhg7D9m/bvIiIiIu8KUZgjIiIi8h9CTU2N9evX8+mnnzJp0iQCAgJ49uwZEomEjRs3vnE7M2fOxMfHp8y2X331FcOGDaNOnTplxCOffvopvr6+NGvW7F2c0keNqmIBEAZmKvseXF1d6devH6mpqUIle+kBJtVAlK+vLwEBATx//pxJkyaxYsUKQkJC+PXXX0lISCgTwaOnp0eVKlXIyMggNjaW2bNnExQUxK5duzh27BjFxcWCKKd0BfLTp08rrThW5bq3a9eO6OhoAFq0aIFEIsHExITbt2+/pU9N5N9KbGws06dPZ/PmzTRp0qRCZXK9evVITk5mxowZfPbZZ7Rq1UqYYD58+DASiYTi4mLkcjlDhw7l559/xtbWlsaNGxMYGIidnR01atSgTZs2nD59mp9++glra2t69uzJ1atXadeuHfv27UMqlbJ48WIsLCzIzs7Gz8+PgoICbt++jbW1NQ8fPqROnTocOXKEadOmYWBgQHBwMCYmJri4uFBUVIShoSF79uxBXV0dX19fTp06hZaWFvv27QNg5cqVXLx4kRcvXhAaGkpAQAC+vr6cPn2aY8eOCdWShw4dEgYStLW10dTU5Isvvnitw4iIyPtEZR2tpaVFzZo1MTIyIjw8nJycHLp160Z8fDy6uro4Ojqyf/9+mjVrxvnz57GysqJ+/fqcPHkSdXV1tLW1BUcIbW1txo0bh6+vLxEREcyePZuLFy/SpEkTdHR02LNnD6amphgZGeHk5ERKSgqXLl3i6tWrVKtWjfnz59O7d29q1KiBra0tdevWJS8vj/Pnz6Ovr8+DBw+EqMgTJ05Qv359nJycSEhIIDMzk7CwMGrWrIm7uzsHDhzAzc3tA3/KryjtwiAiIvLH1KxZk8jISMFJasaMGaxevZp9+/Zx5coV1q9fj0QiISIiAjc3N+7fv0/Tpk0ZM2YMiYmJZGRk4OjoiI+PD0qlkj59+iCVSklJScHCwkKo0NXT0+Pp06eCS8bBgweJj4+nU6dOZdwT1NTUmD59OqNHj2bKlCn8H3tnHldT+sfxdzdFKWuILBVNJIoZWUrdkkqRfS0VJTRmhjG2yRATYYZhxsgu85N9SQxSKhFjLULWupbsS5aMtnt+f/S6Z7qVGTNjppjzfr283HvuWZ5zuvec5/k+3+/nIwiCaH3g5+fH8ePHcXJyokmTJtjZ2XHv3j0SExORyWTcvXuXTz/9VNyPCkEQ6N27Nw8fPuSHH34AID8/HyhKMBg1ahQeHh7//MV+T8nNzaV///7k5eVRo0YN3NzcuHr1qqhcBlTI/lhiYqKY+BAYGMg333wjKtg5OTnRp08fcnJyxL7qsWPHmDRpEvn5+QQEBDBs2DDkcjk2Njbcvn2b7OxsIiMjqV69Op9//jmDBw/m3LlzrF27lhcvXjB79myaN2/Ovn37SE9Pp1+/fuTk5GBnZ4dcLmfo0KGlEjNKJm/o6emV92UDipJXV61apbbM1dVV7X3xBBDVa09PT1GRRPWdcHd3x93dXW3bZs2alVLziYmJUXtvaGhIQkICgYGBODg4oKury/jx40Xlu9DQUDV7rhs3buDn50dubi6enp5MmjSJkJAQbt26hUKhwNjYmJUrVxISEoKdnR1dunRRU8h1d3fHysqK8ePH8/DhQ4KCghg/fvyfu3DFePr0KQsWLGDv3r2ipeCGDRsIDQ1l27Zt1KtXj7y8PLEIQjVZDkWJS6pJ8a5du6ol5vzwww9ERUWRl5enFkP5s5SlrqFKXobf/qa2trZiTKM4JZWrVP0zY2PjUglAJWnZsiW//PILbm5uNGrUSFStadSoEcOHD+fq1assWbKEmjVroqenh5OTkzj5XxZlqQt99tln+Pv7U1BQgKmpKXXr1mXGjBl4enqiVCqpVauWaHcuIfG+o0rIvn37Nl5eXri4uKj1l6Kjo/nggw9KKaz8kTKWsbGx2A88efIkTZs2BVBLZC1LIa28yMjI4Pz582rx4OvXr4txXmtra/bu3cuDBw9o0qQJWlpaGBsbizGp8uR1CcIKhYKUlBSsra3VrMJOnz5dat3iz1nVPdvV1bXU811CQkLi30RKzJGQkJD4j1A8CLF161YAHBwc1NYpq7LoddVGO3bsKHWMY8eOlVqmoaFRYSrO31W2bt1KeHg4OTk5YtVrWZQceKoq9kxMTGjXrp34d1cF7Xv16sW8efMwMzNDJpOxefNmnj9/zunTp8Wqq+Tk5FID0b59+3L06FFu376Nv78/M2bMYP/+/YD6wPTPSDtLSHTu3JmjR4++9vOS9jSqZDYoqobavn07hoaGakHw0aNHM3HiRGbMmEHNmjUBcHFxYc6cOYSEhFC/fn0AHB0d+e6777CysuLFixcAjBo1ii1btr4UMe8AACAASURBVLB9+3Zmz56NhYUF2dnZAEyYMIElS5bQvXt3vLy8CAsLY+nSpezevVuUQo6Pj8fAwICMjAySk5PVfgNyuZxFixaJFbTFqVu3Lhs2bGDEiBGcPXuWffv2MXLkSAYNGkS3bt3+xhWWkHi7nDlzBnd3dwwMDOjYsSNHjx7l6NGj1KhRgw0bNmBtbY2WlhZHjhyhoKCApKQkateuzfnz57l//z75+fkUFhby6tUratSoQbNmzcTJO6VSSdWqVdHV1aVBgwa0atWK0NBQTp48SaNGjXj58qWoMKGa0NPW1qZnz57o6uqip6fHiRMn8PPz49y5cwD8+uuveHp6cvLkSQRBwMHBQdzP8+fP0dHRQU9PDx0dHUaPHs0nn3xSnpdXQuKNSExMJC4uTi0oraK4RUhJu5D3jbKshopbwgYGBnLlyhWqVq3Khx9+yIABAxg0aBAvX75k/PjxfPHFF5w9e5acnByysrIYNWoUT58+Zf369fTq1Ys9e/agp6dHgwYNSE5Oplu3bmzduhUdHR38/f0ZPHgw58+fp1evXtjb23P37l1MTEzQ0tIiNzcXACcnJ1q0aEHdunVxdXWlR48evHz5ElNTU/bu3UuLFi2IiooiKiqKr776ivPnz6NQKKhZsyazZ8/G3NycwsJCmjVrxvXr11m7dq04AV+9enU0NDQYM2YMoaGhfP/991y8eFEqjPgbREVF0alTJyZPnszo0aPLuzl/iry8PPbs2YOTkxPx8fEolUqx6t/AwIDdu3eL/dJp06YRHR2Nvr4+Xbt2xcvLC4DevXvTsWNHli1bRnR0NEOHDuX06dMsWLCAli1bMmzYMJ4+fVqmBawqfrBjx44yEzNAXY21Z8+e5XKdKio7d+6kbt26rFy5EqVSib29vTjWdnNzU0vMmTt3LjNmzKBz5864urqKCg0tW7Zk5cqVuLi4iOMXoJRC7scff8ygQYPU1HD/Dvr6+pw+ffq1loL16tUTC3rKwtLSEi0trVITsePGjWPcuHF/q23lSW5uLjVr1iwz0VpfX7+UrWBZKhXFt1UlEJWVAHbo0CG19zY2Nhw4cOCvNv29R2W1+3vfS4l3k2XLlrF9+3ZevHjBpEmTuHr1qpp9r7u7O7NmzVJTWHkTZSxDQ0McHR3p1KkT2traZSYLlqWQVl5JqCYmJujq6qrFgx8+fMiFCxcAOHv2LFBkl6dQKMjPzycrK+tP2znn5eXRv39/8X7n6urKzJkziY+PRyaTsXr1aoyNjUsVrl2/fp2goCAKCwsZM2YM3t7e+Pn5oaenx+XLl4mIiMDLy4v8/Hxat27NkiVLWL58OQcOHEBHR4fQ0NAyjyMhISFRkZEScyQkJCQk/jG2bdvGd999x86dO8u7Ke80gwYNYtCgQX+4XsmB5+rVq0XJTg8PD+zt7dHU1MTJyYmvvvqKnj17Mnr0aHbu3MmdO3do2rQpHTt2FC0xxo4dS7Vq1dSOoVQquXfvHvb29uJxbGxsWLt2LZ07d0ZfX5/169erBQAlJN4GqoF7pUqVGD16NE5OTqL9Ss2aNblw4QLHjh1j5MiRODk5AdCvXz82btzIihUr+P7773n8+DGDBw8mNjaWxYsXs3HjRvbt28ecOXM4ffo0MTEx+Pv7M2nSJFq0aMGiRYsYNWoUUBTgDgkJwcfHh+fPn3Pw4EFiY2P58ccfadiwIfb29ly+fBljY2Oys7PZvn07giBQuXJlCgsLRfWcPXv2cPHiRRwdHdHU1OSHH35g7969VKtWjbZt25ZSqMrMzKRHjx5AUTWThERFQUtLi4kTJ3L16lWmT5/Onj17cHd3R6lUMnjwYPLy8mjTpg0GBgbExMRgb2/Ps2fPsLS0xMDAgGfPnhEcHExeXh6GhoZqyZxKpZKXL1/y8uVL7t+/z7hx4zh+/Dh3795l06ZNDBgwgHbt2pVSmfs9yw09PT1+/vlnhg8fzjfffEPjxo1xcHCgXbt2VK9enUePHpGTk8OrV68oLCykUiVpqCzxbvNXEnP+rvVNRaTkJLeqjwC/KdkoFApOnTpFx44dcXR0pHr16ujo6CCTybh27RqOjo6sWLFCVMUoqUCQlJSEXC5n2bJlVKpUCblcTmJiIgsXLiQmJoadO3eyfPlyCgsL2bt3L1u2bCllU1NSXbJv375i4lViYiIdO3bEzMyMX3/9FU1NTXx8fHj48CGFhYVkZ2eL9gQAt2/fxsPDg6+//vofvrrlS2pqKqdOncLf31+0B3tbZGZmimoV1tbWXL9+XfxMEIRyrX7/I9q2bcvDhw9JT08Xkzju379P06ZNadWqFV5eXnz44Yd8/vnnnDlzRvxeP3z4UFR/UllW9+nTh1GjRmFhYSEui4mJYdGiRQiCwP3791/bjmvXrqmpqqoSM0r2dcuD4t+dt5m4WNJS6a9w+fJlOnXqBBT1azQ0NMQxuaamptq6qmusVCq5e/cuHh4evHjxgoCAADp06MC1a9f4+eefARg/fjy1atXi2LFjREREUKVKFW7fvk1CQgLHjh3D39+fefPm8fz581IKnq9evWL48OHcu3ePOnXqsG7dOiIjI9XWmzBhAikpKVy+fJlatWrRu3fvUpaCqnNSUfJ3VJF/V3+VrKwsvv76a3788cfybopECZRKJampqRQUFEiJOe8hY8eOZezYsWrLStr3lqWw8ibKWFOmTGHKlCllrgdlK6SVFzVr1uSjjz4qFQ+2tramc+fOWFhYoKWlhaamJmPGjKFz587IZLI/fc+KiorCxsaG4OBgAgMDef78OVlZWSQmJpKenk5YWBijRo0qVbj21VdfERkZiZGREXZ2duL1t7W1ZfHixeTl5REbG0ulSpXw9vbmypUrBAYGYmpqSmhoKGlpaaWOs2zZsrd+HSUkJCTeJlK0UUJCQkLiH6Nv37707du3vJvxn6HkwLP4gHLYsGEMGzZMbf0aNWqInvbe3t4kJibi7u6Orq4uz549Iy4uju+//x6FQsHAgQN58eIFs2bNQl9fHyMjIy5fvoypqSkA3bp1Iy0tjezsbH755RecnJzIzs7G0dFRlEqXkPi7qILNzZo1E63W4LektDt37tCqVSs1H+nGjRvj7OxMs2bNMDQ0pH79+nz44Yd07twZKysrQF0K/OLFixQUFKjJmqvQ0tLC0NCQ8PBwrK2tsbe3p3///ixevBg3Nzfi4+MpKCigdu3aGBsbY2Njw9ChQ0X1nGvXruHu7k5wcLBYgSSXy3n69CkHDx6kbdu2pZSmTExMSEtLw8LCgrNnz0qSuxIVBmtra5ydnfn2228JDg5GU1MTFxcXzp8/z7p169izZw/z5s1jz549vHz5kosXL6Krq8u1a9dIT08Xq/NPnDhBZGSkmkKfnZ0dAwYMENV0HBwcePHiBffu3WPQoEGkpaWJz683xdjYGE9PT3JycrCxscHCwkLcz1dffYWzszP+/v7UrVuXXr16ERAQIPVhJN4ZVq5cKVbsLlq0iJMnT5KWloZcLqd3797i6+DgYKpVq/a71jVlPf/eZYpPchdHT08PV1dXRowYQWxsLE2aNGH27NloaGjQpEkT4uLiuHHjBsOHD+fbb78Ffpt0KUuBoCyLm+J987dxP3Fzc2Pfvn3Ex8cTGBhIRkZGKbtaVT/m79jRvCtYW1v/Y0nLqv6Xu7s7Z8+exczMjLS0NADS0tJ+12KmvJHJZBgYGNCqVStiYmJEJdS8vDzGjRuHTCbDxcUFLy8v2rRpw9atW6latSr5+floaWmJ+4CiCvpff/2ViIgIUQU3LCyMgwcPkpubi62tLVDURy4sLFRrh6mpaZmJGRVBVbX4d+dtJua8jeRGc3NzfvnlF7p3745SqUSpVPLs2TOA117jR48e8fz5cw4dOsTy5cv53//+x5EjRxg1ahQLFiwQk/w9PT1xc3Pj559/JikpCQcHB3bv3o2+vj4DBgxg0aJFDB8+vJSCZ1JSEp6engwePJjw8HBReaH4eteuXaNNmzb07NmTSpUqkZ+fX8pSMDk5Wa39NjY29OrV672+XxkZGf1u0qBkV1r0zJw/fz4FBQXk5uayYcMGhgwZomYRnZmZiY+PD5UrV6Zr166MGjWKPn36oKGhQatWrfj+++/p0KEDrVu35vTp04SEhNC9e3fi4uJKWcEV7/NkZGTw6NEjEhISiIyMLOcrISHxdimuKFkyHhwSEkKlSpXYtGkTGRkZAPj6+uLr6/uXjpWRkSFaXX/44Yc8ffqUxMRE8fj169dX65Or+gJPnjwRFW5MTEzEhF9VMvCjR48YPXo02dnZKBQKbt++rXbc9PT0UseRkJCQqOhIiTkSEhISEq/Fz89PlKRWMWfOHIYOHSp6Yv8RCoWCjIwMtepUiYqHygLBwsICQ0NDhg4dSkBAgGhPVqNGDVFi+ebNmyQnJ/P06VNGjhxJdHQ033777R9KpUtI/F2K+0MXRzXxNWTIEJKTk2nWrBmtW7emT58+opytkZERbm5u2NvbU6dOHRITE0UVG1tbWypXrkxUVBRjx46levXq2NnZiepRV69eRVtbm4kTJ3L//n3at2/P6dOnWbRoEQsXLqRq1aqcO3eOc+fOUa1aNezs7IiPjycyMpLbt28TFBRE5cqV8fHx4cKFC2hoaIiBCEtLS3bu3EmVKlXKPDdVcsCaNWuQyWTihImEREWhpLe7alJfJa//e1Y7xSmeDKAKrP0RxS02i1fdqyawin9eVkWkivbt2/P8+fM3OqaEREUjOzub6OhokpKSRNWUqKgofvrpJzFBZMuWLeJrV1fX37WueZdITEzku+++Q6lUiqp4VapUISAggJCQEORyOfn5+Xz++ecsW7aM4cOHk5aWhrOzMwqFAltbWy5cuMC6detITEykefPmdO7cWdy/qakpKSkp4mR7eSsK9evXjy+//FJMRH7w4EEpu1otLS1at26Nvb19ubWzOMWtxHR1dRk/frzaJKmBgQH9+/fnypUrAKLakFwup2PHjqxevZrZs2fj7+9PcnIyEydORFtbmw8//BB7e3uOHz/+h8+Xv0JJC9VOnTpx+/Zt3N3dqV279ls/3tumeNK5hoYGFhYWfPbZZ/j7+1NQUICpqSl169Ytpf60bdu2Uvvq3r07c+fOFS2Vu3fvjr29PTY2NtSoUQMouq8EBQXRv39/cbvevXvj7e39u4kZ/wSrV68W+81ZWVmMHj1a/I40aNCAY8eOYWdnR9WqVcnKyuL+/fvI5XL69evHwoULycnJIScnh82bNzNnzhzi4uLUlLCuXr1KUFAQubm5dO3alalTp6rZbqhsp/4qnp6e7Nq1C3t7e/T09Jg2bRouLi4IgsDMmTPV1p00aRK+vr5kZmYil8sxMjISxxnVqlVDW1tb7Z718ccfM378eNLS0nBycuLx48csX76cnTt3cv78eVHJq6SqUXp6OqdOnWLZsmW8evWKwYMHU716dbX1zMzM6Nu3LwUFBaUsBVUUnyQGmD9/PtnZ2cTHx4vPqLetfiXxbvDq1StiY2PZtGkTq1evLmURff36dQIDA/Hz80MQBA4cOIBcLickJESMNz148ICpU6dSu3ZtXFxc6N69OyEhIWVawan6PBERERQUFBAQEFBu5y4hUR4EBwdz9OhRNDU130ohpYmJiWh1nZKSQosWLXBxceGHH34Aivqo58+fZ9euXYwZMwYoSs6tUaMGCoUCIyMjMjIyqFu3LvBbgrDKVtbPzw8vLy8EQVBLBjY3Ny91HAkJCYmKjpSYIyEhISHxp5g8efKfWl+hUBAfHy8l5rwjqBQ9oEhyXCWrr6pWgCJZVj09PfT09Hj69OkbS6VLSPzTqCRtBw4cyOLFi9XkbJcuXVoqwGdgYFBKSheKgsaLFi2iffv2TJ8+neDgYFatWkWjRo0YPHgw33zzDYGBgVhYWDBz5kxWrlypFgiIjo4mLS2NkJAQgoODMTMzw9ramm+//VZMPhAEATc3NzQ0NIiIiEAul4tBbEBUD1EqlaJftoeHh+SXLVEhUE2svA3LBgkJib9HRkYG58+fV1NN+T3+yLrmXWTXrl3MmjWLI0eOULlyZbUJtk6dOrF06VKePn3KwoUL0dLSIi4uDi8vL/r27UtYWBgDBgxg3rx5WFpaqiUn1alTh759+9KpUyd0dHRYunQp5ubm5XGKADRp0kSt4KFOnTpl2tVWJEpaidnb26tNkh45coR69eqVue2AAQMICQmha9eu+Pv7M3nyZHbu3ImBgQG+vr6lEipVfbm3YYdT0kLV1NS0TFsKVb+uoiQSFE98UCXIFufQoUNq7/9I/QkgKCiIoKAg8f20adNKWbH169ePfv36lWqPqrCjrPYV7/e+TVJSUtDX12fPnj1Mnz6diIgIOnXqxIYNG7C0tBTPt0WLFsTHx1O3bl0SExPp1KkT9evX56effsLZ2ZlvvvmmzP2XHBfcunUL+M124+8ik8lYtWqV2rKSipmqv1GTJk1ITEwkKiqKkydPAkV/n9jYWJ49e8b333+Pm5sbISEhJCYmIpPJ+OGHH0hLSyM+Pp6uXbsyZswYxo8fj5+fHx4eHhw+fLiUqpG5uTldunQRlb/y8/OJjIwstZ6Wlha5ubl/6nxVFsB9+vT5U9tVJN5G0qZcLheTwFSMHTuW+fPnl7Iwex9RKW1YW1sTGxuLv78/WVlZ3Lt3DzMzM/F54OXlhbe3N87OziQlJTFkyBC6devG0KFDqV27No0bNwZ+s317nRXcu9znkZB4G8ydO/et7q9Xr17069cPV1dXatasSfXq1TE0NEQul6OhocHgwYMJDAykSZMmYmHc9u3bmTlzJkOGDKGwsJCPP/64VCGak5MTPj4+REVFicssLS2ZMmUKAwcOZNOmTWUeR0JCQqIiIyXmSEhISLznTJgwAV9fX27fvs2kSZNISUnB19cXU1NT4uPjefXqFUuXLqVNmzb4+vqiUCiQyWRiwOqHH37g1KlTdO3alenTp4sqOocPHy7lPa6yj9HR0UFLS4tx48axfPlykpOTOXr0KAcOHODTTz8lNTWVatWqERkZKVb21qpVi8zMTHbu3EnDhg3L85L9p1HJYbds2ZKTJ08SEBDAxYsX1QJNV69eJScnh6dPn1KtWrU3lkovHnQv74rjfxuVasObBKD37NlDcHAwY8aMwd/f/59t2HtKWXK2OTk5BAYGqgX4Hj9+XEpKF36rEtXR0QHg0qVLDB06FCgKHmdlZVGjRg0uX77M7Nmzad26tVogwN3dnVmzZnHy5EmqV68uJuaUDEK8CS9evMDDw4O8vDycnZ3fWK1MQuLfoGTl819dR0JC4q9jYmKCrq6ummoKqD/Xir/+I+uad43iig2ZmZliBa0qSUMmk+Hj48Ps2bOBIoUGX19fMjIyaN26NTdv3uTEiRM4OjqioaFBt27dMDIyEu9bo0ePZvTo0W8l2ePPUtb98+jRo2rvy7KrrShJIlBkJaavr0+vXr0QBIG0tDR27drF6tWruXjxIgkJCVy/fh0AKysr7t27h5WVFVpaWlhaWuLo6EilSpXw9fXl7Nmz9O/fn7Vr1xITE8Px48dp0KABISEhXLlyBVdXV7p06YKlpSUeHh5ERUVx7dq1v2yT8zoLVYmKzb1792jatKnaMmtra6pVq0aVKlVEhb06depQuXJlcZ3CwkKuXbvGsGHDePDgAZUrVxYr9+G3e0pZ4wIo34n+P6OyUxwPDw/RvvP3CAwMZMSIESxZsgRBEAgLCytzPW1tbb744gu+/vprZs6cSWpqqlrsJyUlRVRRVI2PL1++TGxsLHK5nC1btvD8+XN8fHw4c+YMa9eu/cfs6n4PQRAICgri0qVL6Ojo4OzsjL6+vpoaG8CCBQvEdR89esTixYvR1NRkyZIlWFlZlWmtdOzYsVJ2kmFhYaSmptKpUyeWLVtGmzZtRNWwDh06MGrUqPc+LnDmzBnxfxMTE/Lz81m/fj3BwcFi0teCBQvIy8vD1tYWR0dH8bttbW3N0KFDefz4Mbdu3aJWrVpiX+B1VnCqPs9fSSaTkJAoTeXKldm1a1ep5cHBwWrvZ82apfa+TZs2HDlyRG1ZcdXbNm3aiFaixUlKSlI7RsnjSEhISFRkpMQcCQkJifecTp06kZyczJ07d6hfvz7Pnz/n3r17hIeHM336dK5evSpWkt26dYuDBw8iCIIYfC6pHFGckt7j+/btY+TIkQwaNIhu3boBvylYhIaGcuLECXJyckhKSmLdunUsXbqUgQMH8uTJE+Li4tiwYQPbtm3js88++9evk0QRgYGBDBkyhBUrVtC6dWs6dOjAxYsX1dZp1KgRw4cP5+rVqyxZskSUSv/oo4+4du0a1apVIygoiKVLl4pJBF9++SW9evViwYIF1K5dG3d3d3766Sc6duxIXFycGGwKCwtj3759agljcrkcW1tbYmJiGDlyJAcPHiQtLY158+bh6upaZnCroqNUKoGyJ8GioqLYsGEDzZs3/0eO+65OvL0JKknbsuRso6Oj+eCDD9QCfObm5qWkdKF0pbW5uTkLFy6kfv36FBYWoqGhgba2Nhs3bhSt/koGAsqyzSkZhCgecHid8ki1atVKVTdLSEhISEioqFmzJh999FEp1ZRGjRrRt29fZs2ahY2NDb169WL8+PFvZF3zLqFUKunZsycZGRloaWlhbGzMp59+yvr169m/fz/BwcHIZDKmTp3KgQMHqFKlCmvXrhUr8GvUqMHSpUsJCgpCX1+fdevWMWnSJEJCQrh+/TpZWVlERkZSp06d8j7VdxJzc3O2bduGIAjs2LEDExMTDh8+zI4dOzAzMyMlJQWA3Nxcbt26RcuWLQkLC2PgwIFif0ypVHLr1i2srKzYsmULBgYGuLq64uLiQnp6OlCUTL1//35u3rxJcHAwHh4ebNmy5W9VhL/OQlWiYtO0aVNxku/s2bMIgkBeXh7Pnj1DqVS+tr+vqamJhYUFERERdOnShTNnztC/f3/u3LmDjo4Od+/eBcoeF4SHh5frGOvPqOwUf62yAwZENZziNuYqBU9QtxyFIhvQkusFBwfTsmVLtLW1sbCwIDk5WYz9dOvWTUyQLE5gYCA3btwQ93/37l2OHTvGqVOnyi0xZ/fu3TRu3Jjw8HD27t1Lamoq+vr6pdbLy8tj3759FBYW0rFjR5KTk8nKymLMmDHs3r27TGuladOmER0dTdWqVWncuDGrV69GR0cHa2trmjdvjrOzM/PmzQNg//79JCUlYWFhwdGjR1EoFBgbG7Ny5UoePHiAv78/z58/p0WLFixZsoQff/yR//3vf+jo6DB//nxatGjB8OHDuXfvHnXq1GHdunUV1hZZS0sLNzc3Xr16xdq1a+ndu7dakUt0dDSLFy/m5cuXeHt7c/z4cb788kvy8/NF5WYDAwNCQkJITU0VVb3+KEmtQ4cO+Pn5ce7cOTF2IPFuERERgY+Pz3sd55KQkJCQeL+QEnMkJCQk3iMSExOJi4vj6dOn4qDS1taWCRMmoFQq8fLyYufOndSrV4///e9/REZGIpPJ0NDQQEtLC19fX7y9vYEiWWQorRxRnJLe45mZmfTo0QOgzADKtWvXaNu2LVBkk3Tw4EEALCwskMlkGBkZidZJEv8uxsbGYjBsz549ap+VVHlRVTMVx93dnSNHjuDs7IxcLichIYGXL1+qVcO1atWK+/fvExcXh6amJj/99FMpifrPPvuMKVOmiAljkZGRQJE8+rRp02jQoAEXLlygsLCQUaNG4erqKga39PX16dq1K15eXmhra7/9i/QnycvLw9HRkStXrlCpUiWqV6/O4sWLuXHjBo0bNyYoKIjGjRszdepUAEJDQ6lSpQrR0dGcOXOG+fPnk52dzbx58ygoKGDatGk4OTnRp08fcnJyqFOnDps3by6ldJWWlkZQUBCFhYWMGTMGb29v/Pz80NPT4/Lly6J9wPuIStJWVQX/tlRsZs2axfDhw8nNzUVLS+udn8SUkHhfSU1N5dSpU+VSVZyYmEjjxo0xNTX9V4+rUCiYOnVqqQkzif8GxRVVSiYmr1+/Xnw9f/58tc/+yLrmXeLSpUvY2NjQu3dvli9fzunTpzl58iT29va0aNGC6OholEolL1++ZO3atfj7+zNw4ECMjIzYtGkTT548wdnZmbp162JiYkJ8fLyohvHBBx+wZs2acj7DdxtPT0+WL1/OuXPn6N69O/369WPHjh2cPn2arl27YmVlRevWrbGzs0NXV1ccExYUFIj7kMlk+Pr6EhkZibW1Nc2aNVOzIAWoWrUqUFRA8PjxYx49ekR2dvZ/SolVFQsIDQ0F/vj5sHLlSpYuXcqMGTM4fvw4+/fvZ/Hixe+8xcvkyZP54IMPqF27NlpaWnz++ecsWrSIpKQkevbsWWr9KlWq0LdvX7y9vVmwYAEdOnTg5cuXjB07lsDAQHr06IGdnZ2YnCeNC15P37592bRpEx07dmT//v1i7Kdt27a0bNmylPVVWUpkzZo1o0qVKmKMqTxIT09n48aNxMTEUFBQQFZWlliEUfzeozq/Bw8e0KRJEzE5VKUqXZa1kspO8uHDh+Tl5bFx40aio6OZMmUKL168wNLSkrVr1yKTyahatSqVK1dGQ0ODli1bsnLlSlxcXMjOzmbOnDlMmTKFjh07MmnSJI4ePcrOnTtJSEhAR0cHQRBYvHgxnp6eDB48mPDwcLZu3crgwYP/zUv5xlhbW4v3Lii7yGXgwIFq70uqw1WqVImVK1eqLXN1df3dJLWmTZtKRTAVCJVCe/EEQRWpqakolUrxd6ciIiICb2/vP0zM+TNFaiWfp3+Ft7EPCQkJCYn3EykxR0JCQuI9pHilR926dblz5w4NGzbE1taWXr16MXr0aJYsWUJKSgrXrl1jxIgRFBYWMnjwYHx8fOjevbtYSfN7su0lAysmJiakpaVhYWHB2bNncXV1FRUsoMgmSZUUcPLk+3JZsQAAIABJREFUSVFiuuR+JMqPkrLNgwYN4uzZs8ydOxd3d3dWrFjB+fPnCQsLIycnh08//RQfHx9CQkLIyMjA29sbXV1d7OzsiImJQVtbm0aNGrFz504qVaqEoaEhffr0QalUkpKSgrGxMdra2ly9ehUnJycePHiAvr4+L1++5NatW/To0YPHjx9jaWmJlpYWzZs3Fy2xnjx5AvwW3AJ4+PAhDx48qBB2P1FRUTRv3hxdXV1MTEzQ1NRk+/bt1KlTh2PHjqGpqYmdnZ34m3Bzc+PIkSO4ubkxdepUTE1NcXJyIj4+HqVSSbdu3WjWrBkGBgbs3r0bQRDIz88vpXT11VdfERkZiZGREXZ2dmIAy9bWlsWLF5fnJfnHqV69eilJ2+L8VRWbZs2asXfv3teuJyEhUTGwtrYul8pqKLpf2NnZ/euJORIS/2Xkcjm//PILrVu3xt3dndzcXJ48eYK+vj4ff/wxFy9eZP78+XTt2pUHDx7wwQcfiBNwfn5+aGhoYGNjg6WlJdu2baNq1apMnjyZzMxMoHytad4XZDIZEydOVLOvadGihWgJIwgCbdq0ITQ0FDs7OxITE1EoFLi5uVGpUlHI8sCBAyiVSnx8fAgMDMTf35+VK1fy0Ucf4eXlRUhICIsWLRKP6enpyahRo8SCEYmy2bx5M4cPH6ZKlSrMmTOnlE3au0r16tW5d++e2rKJEyeqvS9eeFJ83aCgIKDo3vLjjz8CRQUoxZHGBb9x+/ZtvLy8yM/Pp3Xr1jx+/Jjnz59TUFDA1q1bef78OXv27KFTp07Exsby8ccfk5qaiq2tLTdu3KB79+60atWK2NhY7OzsaN26dYWIDZmbm+Pj4yPa4G3ZskVUEU5LS8PR0RH4Tf22Tp06KBQK8vPzycrKonr16gBlWiup7CQXL16Mubk5RkZGLF26FCsrK8LDwwkKChKvQVlWyw0aNODp06ekp6czefJkNDQ0ePHiBTY2NsyYMYPRo0ejra3N119/TXp6OqdOnWLZsmW8evWqwiblSLy7KBQKMjIycHJyQqlUEhgYyJUrV9DV1WX8+PFqRWiqIr7fU8Pet28fOjo6nDhxotTnd+7cITQ0VCzmlMvlzJs3j9TUVLp06UJAQAAdO3YkKCiIV69e4eLiwtSpU9WK1EJCQhg3bhxVq1bF29ub4cOH/+lz/idVqN93hWsJCQkJiSKkO72EhITEe4idnR1QNFCZMmUKp0+fJicnB2NjY7KysggPD+fBgwdYWFiwatUqLly4QOfOnTEyMqJTp048ePBA9FPv3r07Pj4+nDx5ktTU1N89bkBAAOHh4bi5uYk+0JaWliQnJzNw4EBsbGzQ0dGhc+fOrF+/nlGjRv3j10Liz6GSbY6Pj2fMmDHcunWLe/fuidWCjRo1wt7enoMHD/LLL7+wfPlycVsrKytu3bqFoaEhqampuLm5ER0dreYHrBpk7tq1i1q1apGQkMDu3bupUqUK8fHx5OTk4OHhwRdffIFSqRTXKys4pQrUtWnThp9//pnExERSUlIqRFIOQEZGBmZmZrRp04YPP/yQxo0bo6GhgZWVlVgxp6GhQbVq1ahWrZq4TMXDhw9JT0/H2dkZFxcX7ty5Q9OmTWnVqhVeXl589913akpXU6dORalU8uTJE4yNjdHS0sLExIT79+8D0uSShITE+09iYiJTp07FysoKHx8frKysxL5LWcvmzp2Lra0tTk5O3LhxA4Dw8HA6dOiAo6Mjly5d4sGDB3h6euLo6ChO2IWEhBAQEICzszMBAQHk5eURERHB+PHjxUmct8WRI0do3749Tk5OrF69mk8//RR7e3u6d+/OoUOH2LRpEwDJycmMGjUKPz8/Hj9+TK9evQCYOXMmcrkcJycnFApFqf2vXr1afD127FgKCwtJTEwkIyPjrZ6HxLuHynazomNiYiKqOaakpCCTyTh16hTwWyGAubk5v/zyi7iNapxSvHhAtY0qcRzKthyV+Pd5/vw5Xbp0wdbWlps3b9KqVStcXV1F69yS9O/fn71799KvX79yaG35cubMGbp164aTkxOPHz8Wl6viAwqFAj8/P7Zu3crx48dxdXVl8eLFnD17FrlczosXL8qr6RLvIAYGBsTGxnL48GGePXtG06ZNEQSBS5cuYWtri66uLs+ePSM5ORlDQ0Nat27NkSNH0NHRQS6X065dOywsLLCyssLQ0JAHDx7w66+/lvdp4enpiUKhwMnJCScnJ7S1tdm3b59YDFQSTU1NxowZQ+fOnRkyZAhff/018Ju1kr29PZMmTQIQ7STXrVvH5MmTAWjXrh2pqan89NNPr21TyTiIubk5CxYsIDExkZMnT9KzZ0+sra2JiIhALpcTERGBubk5EydOJDExkV9++UXsx1Y05HL5W1EVKamgI/HPo1AoiI+PRxAE3N3diYuLo2rVqnz55Zf07t0bbW1thg4dyrRp05g6dSopKSns37+fn3/+mXHjxonjjenTp4v7dHNzY8mSJQQFBZGenk63bt348ccfWb58OVlZWXh5eVFQUMCFCxf44osv0NbWJiYmhkaNGuHg4IBSqWTKlCmcP3+eW7duAUVFavv372fPnj3MnTuX+Pj4UkqTJSn+PD19+jSOjo7069ePiIgI4uLi6NChAx06dCAuLg4oGovZ2tri6Ogojs/S0tLo0aMHtra2vHjxgoiICFHVKSQkhMTERBITE/H09KRHjx7ExMSwe/du7O3t6dSpE/v27XvrfzOJv48q5vB7REREcOrUKfE3ApCdnY23tzdZWVkAfPLJJ/94WyUkJComkmKOhISExHtOcasggObNm7Njxw4MDAxQKpVidehXX31FaGgoZmZm1KtXj7i4OCIiIqhXrx7Lly9n5MiRrF27VqwGK8t7XKlUEh8fj0wmw8PDA2Nj41IKFqrKMxU1atQQ5bWLy/FLlA8lZZs7duzIyJEjxcEwwKlTp5gxYwb5+fmcP39e3FahUGBvb8/58+f56quviImJITMzk+bNm6sdQ1XtVblyZbKzs3n48CH3799HLpfz8uVLwsPDcXBwKNPHvSxUwS2lUkmtWrUqjJy4iYkJcXFx3Lhxg2fPniGTyTA0NFSb5FEqlTx79gxAnBxSYWBgQKtWrYiJiUFTU5P8/Hzy8vIYN24cMpkMFxcXvLy8RKWrwMBATpw4QY0aNVAoFBgZGZGRkSEm2UmTSxISEv8V7t69y7Fjxzh16hRr167F2tq61DJDQ0Pi4+NJTk7m8OHDhIWFMWPGDLZs2UJycjKampoolUomTJhQyioAULMUePnyJX5+ftjZ2eHs7PxWz0UVQJbL5Zw4cYLk5GSSkpJYt24dR44cYeDAgaSlpdGpUyc+//xz0bqnZ8+epKWlkZWVRWJiIunp6YSFhbFs2TK1/a9evVqsFl24cCEgqf+8ayQmJjJ//nwKCgrIzc1lw4YNDBkyhPz8fNH28ubNmwwbNoxq1apx7949NmzYgImJCStXrmTt2rUALFq0iLZt22JlZUWrVq2wtLTk2bNnHDx4EG1tbSIjI2nQoEE5n21pevXqRb9+/XB1daVmzZrUrVuX69ev07lzZ/T19Vm/fj01atQoZV2pSuzo378/kyZNwtfXl7y8PHr06FFhkrzfF4qP8YorlajGkKr7pmpS1djYWBxzqpYVH09Ckc3t7yXeuLq6YmBg8BZa/27x6tUrYmNj2bRp0+/a1/br14/FixcTFxdHpUqV2Lhx4zttafe2ka7Fm/Ho0SNGjx5NdnY2CoWCESNGcP36ddatW0dERARt2rQhMDAQKEoOk8lktGzZUpzIBrhz5w66uro8fPgQhUIhPpOK3wf+bTQ0NNRUqIEybdCKx658fX3x9fVV+7wsayUbGxtRBWzEiBHY29ujp6cnKodVqlQJuVxOYmJimfdNFV9++SWBgYE8ffoUmUzGihUrCAkJITMzk9zcXNasWYOJiQkjRoxgyZIlCIJAWFgY7du3/2sXRUKiDJYvX05ycjK7du3i5s2btGjRAnNzcxwcHNDR0SE3N5eOHTuycuVKVqxYQY0aNVAqlezcuZMqVaqQk5PD9OnT1WyIP/jgA4yNjWnXrh1HjhzB0dGR3NxcAgMDCQ0NJTIyks2bN1O1alWSkpIwMTFh+/btNGjQQFTsmjt3LtnZ2WIChKpILSgoiNDQUFatWsUnn3yCjY3Na8+t5PP0/v37xMXFlal87ezszOTJkxkwYACfffYZSqVS7Lfs2rWLWbNmlbKRLU5eXh779u1DqVSKxRgzZ87km2++wc3N7W//nST+fVT37cTEROLj43FychLtGVXjjJLPGQkJif8OUmKOhISExHuOygKo+KS8Kkgpk8m4du2a6NH70UcfcerUKdEqCP6cx/eLFy/w8PAgLy8PZ2dnKaj9DlJStjk3N5eePXsyffp05syZw/Tp05k3bx4rV67EyMgIMzMzcdu+ffsSHh6On58f3bt3Z+zYsWK1VmhoKIaGhgQHB4uBOFWFmLm5OTNmzBCPmZ+fT3JyMiYmJoB6YLR4FZTqtSq4VdHo1asXCxcu5OrVq5w9e5bq1auL56Ri2rRpuLi4IAgCM2fOVPtMJpPx+eef06VLFzQ0NLCwsOCzzz7D39+fgoICTE1N0dbWpkuXLhQWFlKtWjVatWrFzJkzGTJkCIWFhXz88ceiLZ2EhITEf4Wy+i4llykUClq3bg0U9X9mzJhBZmYmbdu2FRXMZDJZmVYBUNpS4J+ieADZzMxMrc+2ceNGbt68yZkzZ7C3t+fVq1c8evSI6Oho+vfvz4ABA1AoFBw9epRatWpx7tw5tLS0OHz4MHPmzCEvL4+0tDTkcjnBwcHMmjWL/fv3ExERwY4dO3B2dubq1atERERQs2ZNxo4dy9ChQyUFtgpI8cmD1atXs3v3bnR0dJg6dSrx8fGYmZlx9+5dYmNjOXXqFHPnziU0NJTo6GiSkpJ48uQJw4cPJyoqilu3bnHkyBGqVq2Kg4MDhw4dQiaTVVi72cqVK7Nr1y61ZX5+figUCqZOnUqNGjWA0taVJRM7VP3N1NRUVq1aJSaNFCciIoJWrVpJv4EKzMWLFwkICGD27Nnl3ZRyoU2bNkCRteOKFSswNDRU+7yi/o4l3k3Wr19Pr1698PPzw8vLS7QBVFFWYYiGhgaPHj2idu3aKJXKUvv4s9/RqKgo7O3tqVWr1t86l38bmUzGqlWryvxM9TxS/V/8eVQ8WWnHjh1q26mSmoqjKoKTkPgnCAwMxNTUlIKCAhYsWMDNmzfR0NDAx8eHffv2YWBgwMSJE8nJyRGVopOSkmjcuDG1atVCV1eXESNGkJubK+5TQ0ODzMxM0tPTcXBw4NKlSzRs2FD8PDc3l+TkZPT09ICiYs8rV67QoEEDjIyM2LBhA/Xr16ewsBANDQ3Cw8PFe1HNmjVZsmQJt2/fxt/fv5QtYXFKPk/LUr4G1JSvt2zZwmeffSYeTzVeVI0/X2fV17ZtW5RKpaia7e3tjUKhoFatWqJlvUTF4dy5c6xZs4akpCSePXtGQUEBjx49Ijc3l65du2Jvb09ycjIuLi6MHDmSevXqERkZiYODA9u2bePKlSt4e3szc+ZM2rVrx7FjxxgxYgQxMTH8+uuvmJqa8ujRI548eYJcLufChQuSIpiExHuGlJgjISEh8Z5TsgNfMhCikm738PDg5MmTako4Jbf/oyBJtWrVOHTo0NtrvMS/jqenJ59++ilOTk5AURVY7969GTlyJP369eP8+fP07t1blEquWbPmWz/m2LFjxUHuu0zlypUJCwsjLi7utdLMrq6uuLq6qi0rHmxzd3fH3d1d7fOSv7GSFcRt2rThyJEjr92nhISExPvInj17+PTTT2nevHmZfZeSy4yNjUX7m5MnT/Ls2TN0dHRISUlBqVQik8lQKpWYm5vj7e0tTsQXFBSQlpZWan/FbXHeJiUDyPXr1xfb3KBBA+7fv8+jR49IS0vjq6++YuvWrZiZmbFs2TLWrVvHqlWruHTpEgcOHMDMzIxp06aRn5/PmDFj2LFjB61atRInfmbNmoVMJlNT/1m3bh3btm1j+PDhnDlzRlTVkahYFJ88iI2Nxd/fn6ysLO7du4eZmRlmZma0atWKSpUqYW1tzdWrV8nIyODMmTM4Ojqq7cvc3JyqVasCMHHiRHx9falduzazZs0Sl7/PWFtbY21tXeZnZakWSFQsmjdv/p+evFA9186cOUOXLl1EddNXr14BqFkMS0j8XZycnPDx8SEqKuqNtwkLC6NHjx5UrlyZUaNG/aV9FCcqKgpLS8sKmZjzX74XSfy3MDU1pWXLlrRt25YrV65w/Phx6tSpQ1JSEr/++ivff/89M2bMoH79+lSuXJnmzZtz9uxZzp49i5OTk/jsUhEeHk7Dhg05ePAgdnZ2vHr1Ci0tLTp06ICdnR2NGzfm+fPnANSvX19MUnN0dGT48OHk5uaipaVVSk172bJlbN++nRcvXoj2cmWRmprKmjVrSEtL4+bNm/Tu3ZstW7Zgb29PtWrVyMvLIyUlhVGjRnHx4kVmz57N3bt3uXfvHnK5nEWLFnH48GEiIiJEW2JdXV02bdrEs2fPuH//PmlpaeTm5nLs2DFu3rzJgAED2LZtG7m5ubRr147mzZvz448/0qNHD3JyckQVTIny59ixY3To0IGCggLGjRtHaGgoEydOxM3Nja5du/Lxxx+zYcMGzp8/T+vWrWnbti137twhODiYQ4cOERkZyeHDh9HS0mLPnj3Ur1+fNm3aoK+vz//+9z/27NlDzZo1Wb9+Pa1bt5acBSQk3kOkxBwJCQmJ/xglAyF9+vTB29sbe3t76tevz6RJk0hOTi7vZkqUE2XJNqvYunUrUGTfobK9UPG6Kq6yqrzKkmQu65jS4EOiLFJTUzl16pSa3PHrKG7R8lf4u9tLSEj8e0RFRTFt2jQuX778RhYUhoaGODo60qlTJ7S1tdm8eTNNmjShb9++dOrUiaysLGJiYnBwcGDKlCkUFBSIVgFlIZfL+fLLLzl27BjTpk17a+dVMoCclJQkWvQEBQURFhYmKoIMGTKEBQsWEBAQwLx58xg/fjzXr1/n/v37ODo6olQqRXvDP1JBVNGrVy+8vLwwMzPD3t7+rZ2XxNul+GS8iYkJ+fn5rF+/nuDgYDE57dy5cxQWFnLmzBmaNm2KiYkJ7dq1E/t3+fn5gLrCgZOTEx4eHsyePZvdu3czcODAf/nM3pySll7ffvstt2/fpl+/fmRmZrJz504iIyOxtLTEw8ODqKgorl27hqmpKWFhYejp6fHFF1+gq6srJlWHh4ezdu1adHR0WLp0KRs2bMDOzg4LCwu8vLzIz8+ndevWLFmyhMTERL777juUSiWPHz8mJiZGrOaWkPi30NLSws3NjVevXjF//nwxMcfDwwM7OzvJxkbirdKmTZtSyV6qMX7JREZVkoqtrW2pIhI3Nzd8fX25ffs248aNIyUlBV9fX4KCgpg0aRL5+fkEBAQwbNgwfH19USgUyGQy1q5dy759+0hPT6dfv35MmDDhHztXCQmJ0qgKE7p27cr8+fPJzMykUqVKPH78GDMzMxo1agQUKYDOnTuXgoICXFxcKCwsZMKECdjb23Pr1i0xwdzNzY1KlSrh4eFBQkICAwYMQFtbm3Xr1lFYWMjSpUvp0KEDCxYsUItjq+x+4+LiWLJkiVobi8cnx44dy9ixY9/4/ARBEJVsCgoKRDvhhIQE+vbtC8DmzZtxcXHBwcGBbt26oaGhwYULF1i3bh3e3t7MnTuX1atXU1BQwNGjR+nWrRsLFizA1tYWAD09PQYNGkS9evU4ceIE69evZ/z48Tx58oSRI0diYGDA7t27JcW7CkTPnj3x9fWladOmXLlyhevXrxMREcHOnTvR0tKiYcOG3L9/n0uXLtG/f38SEhLQ1NQspWauq6sLFBV1GhgYkJCQgL6+PlD0vdDR0cHIyOg/ac0qIfHeIwhChfn34YcfChISEhISEhISEhJvA1tb21LLCgsL/9b2ZfFn9ikhIfH7FBYWCv7+/oK9vb3g5uYmxMbGCu3btxfat28vxMbGCoIgCA4ODsLkyZOFjz76SFi5cqVw6NAhoV69eoKNjY1w6NAhYdeuXULnzp2Fjh07Cnv37hVyc3MFDw8PQS6XC/379xcEQRB8fHwEe3t7QS6XC4WFhYKvr69w5coVITs7W/Dw8BA6d+4sfPLJJ8L06dOFL774Qhg0aJDQrVs3oVu3boJSqSzPSySSkJAgDB8+XHBzcxMEQRA2bNgg+Pr6CoWFhUKXLl2EgoICQRAEIS8vTxAE9Xuag4ODIAiCYGdnp7YsPz9fCA0NFfbt2ycu9/b2Fnr37i2kp6f/06f0XpCZmSkcOHBAEARBuHPnjhAaGvqPHi8hIUHw8PAQXF1dBQcHB0GhUAht2rQRPDw8hCFDhghr1qwRMjMzBQcHB6F79+5C+/bthatXrwqCIAirV68WOnfuLMjlcmHmzJmCIKh/T1xcXAQ7OzvBzs5OuHPnzj96Hn+XhIQEwdnZWRAEQdi4caMQFhYmWFtbC4WFhcK6deuEhQsXCjdu3BCGDh0qCIIgDBkyRLh586bg5eUlZGZmCoIgCEqlUkhISBCCg4OFe/fuCY6OjuLvqLCwUJg+fboQGxsr5ObmCvn5+YIgCIKXl5dw+fJlISEhQfD09BQEQRBCQ0OFqKgotfatWbNGWLNmze9+J/bu3Svs3r37rV8bCQkJiYrM9u3bhaVLlwrTp08XunXrJjx79kxwdXUVXFxchKdPnwpKpVLo0qWL8OrVK8HJyUkQBEHsi6n6bxISEv8+2dnZQufOnYUBAwYIXl5e4vKAgADB1tZWmDJlijjmUI0zBEG9r/mmMZd/k4SEBGHChAmCIAjCxYsXhaZNmwqLFy8WBEEQ0tPThYCAAOHp06fCuHHjhCFDhgh79uwRBOG3c7l7967Qt29ftX2eP39ecHNzE+zt7YV69eoJCoVCWLNmjbBs2TJBEATh6NGjasf09fUVBEEQvv32W2HIkCHC/Pnz//Hzlngz9u3bJ3z55ZfCoEGDBEtLS6Fdu3ZinGLo0KFCZmam8MEHHwiOjo5CfHy8UL9+fWHy5MnCrVu3BGNjY+HKlSvCmjVrhKZNmwqCIAhNmjQR4uLihDlz5ggtWrQQBEEQatasKezdu1fIysoSmjVrVm7nKiEh8eYAJ4U3zIWRFHMkJCQkJP4SiYmJv2vR86ZkZ2cTHx9Pnz593lLLJCQk3mdU955du3ZhZWXFmTNnWLt2LY0bN6ZPnz5oaGjQqlUrnJ2dSUtLQy6XExwczKxZs7CxseH27ds0a9ZMtGnx8/MjJCSEOnXq4Ovry4MHDzA1NaV3795q22toaDB16lQAQkNDcXZ2Ri6Xi/tct25dOV8ZCYn3g507d1K3bl1WrlyJUqnE3t6e/fv3A0VVlM7OzgCkp6dTpUoVJkyYwObNmyksLCQ3N5eXL1/y7bffoqGhgb29PQMGDGDSpEmkp6ejp6cnVl5HR0cTFBTEvn37WLVqFYcOHaJ79+7Y2dkxcOBAVq1axYsXL9iyZQsvXrygWbNmfPfdd4SHh3P27FmxgrJt27Z/eE6qSs1/wganfv361K9fn86dO2NlZQUUKZ58/vnndOnSBQ0NDSwsLPjxxx/L3N7GxoZevXoxfvx4cVlJ9Z9BgwYxdepUmjdv/tbb/y6hsjj7PSIiImjcuDHx8fEcP36coUOHEhwcXGq9Tz755LUKhWWRmJhI48aNMTU1LfNza2trtT756dOn1T5XKBQ0bNiw1LNq2LBhDBs2TG1ZceuNmJiYN25jRaC4pdeKFSuwsLBAJpNhZGTE1atXadSoEY8fP+bRo0dkZ2fTsGFDpk6dSmhoKAUFBWp/q8zMTNq2bYumpiagriT06NEjRo8eTXZ2NgqFgtu3bwNgaWkJgJGR0WtVqQwNDcv8TkDRPU5CQkLiv4atrS0TJkxAqVTi5eXFzp07qVevHjExMXh6egLw8OFDHj58iK+vL97e3jRp0oSvv/66nFsuIfHfpnr16qWs1YEyFUaLK5oW72tWVMu34mqUQ4cO5dSpU0CRnXDTpk3R0tJiwYIF5OXlYWtrK6rlANSpU4cbN27w6tUrqlSpglKpJDw8nEmTJiGXy7GzsxMVcFT9yyZNmogKZCkpKQDk5uYybtw4ZDIZLi4ueHl5Ua9evX/1OkiUZteuXURHR1O7dm10dXV58OAB48ePp1atWuTm5gJF/f3q1avTtm1bcnJyOHz4MKGhoeTl5TFmzBi6d+9ear8BAQGEhYXh5uaGqakpY8eOxc7OTvqbS0i8h0iJORISEhIS5Up2djbbt2+XEnMkJCT+z96dx8Wc/wEcfzVJEiVJrgg5FlFuXUZRysrVuilJS2sda62lEJtzN8euRSQhx1psjnWVjPtMpSVsEQq5OpTtmGZ+f/To+yuFPVh29/P8x/Sdz/c7n++Yme/xeX/e7z/kwYMHnDt3jujoaDZs2ECvXr2Qy+X4+/ujVqulAJ3iG0Dz5s2jX79+dOnSpVRptWJr1qzB0dERb29vafC15Po2NjblBgcUb1MQhDfjxo0bWFlZAUU3KjU0NNDT0wOQBsgfP35Mp06dWLRokfS9d3R05PPPP8fb25s7d+6Ql5dHTk4OdevWJTAwkAkTJnD58mWmTJnClStXMDY2JiYmhu7duzNt2jR69OjBhAkTGDZsGJMnT2bdunW0a9eOjIwMGjduTNOmTVEoFGhra5ORkcGtW7dQKpW/KzCnPKGhoZibm/Ps2bMygc7Jycn4+fm9NuBPLpe/tOyji4sLLi4upZaVvPFd/NsWGBhYZpm1tTXHjh2TlmtoaDB06NDfs1v/eOWVQ5oyZQqGhoa4uLiQlpbGwYMHyc3NZfXq1VhaWnLq1Cm++OILKlasSFpaGm3atOH06dOKk0rfAAAgAElEQVSYmZkxePBghg8fTlhYGOHh4SxcuBAdHR38/f357bff8PT0JC0tDSMjI8LCwsqkOC/ZLxsbm5cG5ghFSg6iODg4SGV8AGkAxNXVlbFjx9K7d2+gaCAkODiY06dPs2TJEqlcV6NGjYiJiZHOCVQqFcnJyRw+fJjMzEzy8/Px9/dnypQpTJs2jQULFnDw4EHOnDnDkydP8Pb2Jj8/n48++oi8vDwMDAxwcnIq9f1+8TNR/LvSvXt3PD09qV69ulSGq169esydO5eoqChkMhkhISGYmpr+vW+wIAjCW1CzZk3u379PvXr1sLa2pm/fvowbN46HDx+yY8cOdHV1KSgoQCaTMWTIEEaOHIm3tzcXLlyQSukIgiC8SSVLQ+7cuZNZs2ZJ5YS3bNnCnj17WLFiBc+fP2f48OEAmJiYMGDAAObNm8f06dPp2rUrurq6zJ49m169ejF+/HhatGhBxYoVy7xe7dq1adeuXanJFrdv32b06NEolUoaNWoklSQW3q0VK1awYsWKV7YpeS2dmZkpPU5NTZUejx8/Hii69gekcrgymQwXFxd2794NgLe395vquiAI7wkRmCMIgiD8afHx8fTu3ZunT59y6NAhxowZQ2pqKnXr1mXTpk2EhYWhVCrx8vLC398fuVxOxYoVmTx5Mrq6ugwfPpzExEQiIiKQy+X8+OOPhISEsGfPHrS1taVZx23atCmVGcPCwuJd77ogCO+YmZkZlSpVkmald+3alePHjzN06FCcnZ0ZMWJEmXXatWsHIM1kgv8P1N24cYNPPvkEoNyMCOUFB5TcpiAIb0azZs04e/YsH374ISqVCpVKRVZWFoA08PL8+XMpeAcgMTGRxMRE7t69y2+//UZubi4qlYqAgAAcHBwwNDQkPz+fO3fucOvWLQYMGMDdu3cJDAxk9+7d5OXlcfXqVT7++GOys7MZM2YMly9fRltbGxMTE7Zt24avry+hoaHS9lNSUnjy5AlHjx4lLCwMHx8frl+/jo6ODmFhYejq6pYZkC+pOHtOydmj76OdO3eydOlS6cbgf0Fubi4RERHMmjWLYcOGkZKSQvv27enVqxeDBg1CrVZTrVo1vv76a+bPn0+vXr2wtbXF1taWefPmoaWlhYWFBQYGBiQnJ6NUKhkwYACHDx+mb9++bNq0CWtrawYPHkxqaiqtWrXi8OHDDBo0iF27dnHw4EEWLFhATk4OEyZMYPDgwYSGhvLTTz/RvXt3AgICygT0vCxAq5ipqel/IrNbyUGUwMDAUoE5xT766CM+++wzVq1aBYC/vz9nz54lOzu7VKCakZERAwYMwMrKCh0dHVavXi09FxYWhrOzM7NmzaJz584olUo2bNiAnp4eUVFRfPbZZxw9ehQjIyM6duyIr69vmZvqKpWKefPmcfz4cXR0dFCpVNy6dUt6Pj09ncjISLZu3crOnTuxt7cnNTUVhUJBQkICCxYsICgo6E2/hYIg/If91azIcrkchUIhBR//keuk2rVrY25ujqmpKY8ePcLKygpLS0tcXV1RqVRUr16ddevW4erqSmFhIXp6epibm+Pk5ISPjw8fffQRY8eO/VP9FgRBeNGL2ShfzD46aNAgKZi72JYtW6THzZs3p1+/fqWefzEz4ovZVMv77T1x4sQf6rfwz5WdnU2vXr3Iz8+nTp06DB06lJycHL799tt33TVBEN4wEZgjCIIg/CV79+5l3rx57Ny5kxYtWrB161YCAgLYuXNnue33798vzXBXq9Xcvn2bO3fuEBYWxoMHD4iKiuLUqVOcPHmSBQsWsGrVqjKZMURgzn/HmyqZJvz7vBhcU1hYyNy5c4GimygjRowo1Qb+H3Cjr6/P/fv3UavV0qBdcTBAq1atpNnxJdcvLzig5DYF4d9g0qRJBAYGlgo++7u5urqyd+9e7OzsqFKlCrNmzcLR0RG1Wi19xytXrsy5c+fo06cPjx49okKFCnTt2pUpU6Ygl8sJCQlh9OjRDBo0iOHDh6NSqThw4ADa2trk5uYyf/58IiIiGDx4MDo6OuTl5UkD40+ePOH58+doaGhw4sQJatWqxZMnT6Tfgxo1avDLL7/QsWNHbGxs6NChAy1atCAnJ4f58+djaGhI9+7dMTY25sqVK3h6epKamsqOHTtYu3YtFStWZPPmzaxZswYbGxsqVKhAXFwczs7O5OXlsWPHjlLvx759+1i8eDFKpZJZs2b97aVuBgwYwIABA/7W1/yr9u/fj6+vL+PHj2f06NF/eP38/HxSU1MxMzPj4cOH9O7dmz59+hASEsKAAQP48ccfuXbtGgYGBlL78PBwNDU12b9/PzNnzuTo0aOkpKQA8OuvvzJkyBA0NDTYsGEDUHQMS0hIICEhgUePHlGjRg2uX79OamoqdnZ29OzZE6VSiVwuZ+TIkXh4eEglGL/77jtcXV0ZMmQIq1atYseOHQwZMuTNvYH/YC8OohQHI72YXcrJyYkaNWoAsGjRojLbKW7r4+ODj4+PtNzDw4OIiAgyMzPp0KEDrq6ujBkzBn9/f3R0dIiJiUEul6NUKunSpQs3b96Uymu1a9eOa9eucfHiRQCWL19OgwYN0NHRwcbGpkwphxfLcCUkJKBQKKS+1a5d+6+9WYIgCH/Ry0o8vqp058vWKT4+QumMAkeOHCnV7sWyOW5ubri5uf3eLr9xJbOgvaxMpb+/v3QMFwRBEITy6OnpiUAsQfiPECMJgiAIwp/WqlUrAOrWrUtycrJUzqF9+/YkJiaWm5XCx8eH7du3M2LECC5cuFBqe8nJybRu3brUNqBsZgxBeBmVSvWuuyC8I+fPn8fGxoZOnTpJNz07duxI3759y1zc9u/fn2XLljFw4EBpYHXMmDEcOHCArl274uXlVWb94uCAHj16MHv27L935wThd0pOTiYqKqrM8kmTJlFYWIi/vz+RkZHlrqtSqVi2bNlrg3LUarV0TA8NDSU4OPivd7wEmUzGunXrOH78OPv378fJyYmzZ89y7tw5KevM5cuXSUtLw87ODqVSibe3N0lJSYwbN4769evj5uaGpaUl5ubmfP/992hqanL+/HnOnj1LlSpVaNasGW3btsXU1JS2bdtSuXJldHR0pOcNDQ1p0aIFVatWZdOmTWhpaXHv3j2g6LciPj6ekydPolQqmTlzJn369KFatWr4+Pjw1VdfkZeXh6GhIatWrWL//v20a9eOxMRETpw4wdGjR8sMqOfm5nLgwAE+/vhj1qxZIy1XqVR88803REVFoVAo+Prrr9/oe/1P97Jjfnh4OFu3bv1TQTmAdM6ZlJREy5YtkclkWFhYkJSUxKxZs4CizGm5ubkAVKlSRTo/LSgo4PTp06UCOJ89e4ajoyN37twhPz8fKPoeNWvWjFatWrFz507Onj1Lr169uHXrFtHR0XTv3r1MKaZiCQkJLFu2DLlczoYNG3j48OGf2s//omvXrtG7d28mTpz4p7dR8vqm5OPmzZszcuRIFAoFJ0+eZP78+TRs2FAqrxUTE1NqOzt27ODOnTvS5+jFz/OL11HNmjXD0dERhUKBQqFg48aNf3ofBEEo+l716tULOzu7v1QKKTk5+ZWBKP80R44cwdjYGCMjIzp37oyTkxPVqlWjZs2aZGRkMHz4cAwMDKhduzbff/89s2bNwtjYGG9vb+Li4rh79y4TJkygXbt22NnZ0b59e7p27Uq9evUYP348HTp0oHPnznTu3Pml56T/VOUF5QiC8M8jl8vF5EBBEAThrREZcwRBEIQ/reQNYx0dHaKjo+nVqxcXL16Ugmni4+OBorJX3bp1w8DAgJUrV3Lv3j1Gjx5NcHCwdCPM1NRUunl98eJFGjduXOZ1igcDhf+O15VMO3nyJEuWLEGtVuPj48PBgweJjY1FpVKxefNm6tevT3h4OAsXLkRHRwd/f386duxYpgyElpbWu95V4Xd4cda7qakpoaGhAGVmm5csSVGyXEz9+vWJjo4us+0XM32VXB8oU4rmfS9BI/z3FAfm2Nvbo1AoCAwMpKCggPz8fDIzMzl27Bg//fQThoaGhISEADBq1CgMDQ1xcXFh48aNREZG4uXlhZ+fH2ZmZlJZAn9/f27fvk1qaioODg5ScG5MTAyBgYFMmTLlb9vP4uAdKArCuHjxImfPnkWlUmFra0tWVhZ79uyRsstYWlpK5xLFAcAKhQJzc3Patm1LVlYW165do3v37shkMu7fv8+VK1do1KgRK1eupEaNGsycOZONGzfSsGFDNDU1MTIyIiMjg/T0dLp06YKRkREXLlwgMDCQ6dOn07ZtW+Li4qQsGs7Ozri7u2NoaMi8efNK7U9xRg0LCwsiIiKk5Y8fPyYhIUEKNnz48CFqtbpMNrB/s+LPsVKpJC8vj2+++YYpU6ZIn9n69evj5+cHFKV/r1SpEnv27CEuLo7AwEAyMjJKZRyyt7enf//+5OTkYGRkxPbt23F3dyc5ORmZTMbMmTO5evUqtra2ZGRkkJKSwrVr13jy5Ak2Njbo6emRkJCAUqmkoKAAtVqNhYUFvXv3Rltbm8ePHxMbG8ujR4+4e/cuHh4e6Onpcf78eaZPn07Xrl3R1dUlKysLb29vvv32WwYOHEjNmjXJz89nwoQJjBs3juDgYOrWrUuTJk2AohJNxefLzZo1w8HBQcpkVFBQ8G7+c94zL54flKd58+ZlzhX+rJSUFL777jvWr1+PnZ0da9euJTY2lgULFtCiRQs8PT1Zv3498fHxrFq1CisrK6pVqwYUZVG6du0aJiYmdOjQgTt37jBgwACio6Pp379/uVkV2rRpQ61atZDL5WhoaDBkyJAy5bEEQfj97t+/T9WqVfn555+lZS/L5vKmlcyy8r7Jz8+nc+fODB06lLVr15KSkkJGRgbdunXjo48+wtLSkjp16rBo0SLi4+M5cuQIDg4OPHv2jAoVKmBiYsKRI0fw9fVFR0cHX19fwsPD8fX1xdramtjYWPbv3w8UlXV5n7PIvHgOsmPHDvz9/YmNjUVPT4/NmzeXal+c/WzGjBkcO3ZMypIIsG3bNhYuXIipqekbD2oXBEH4O5SX4bE44+5XX32FjY0NNWrUIDo6+k9PkBAEQfgvEBlzBEEQhDfCwMCAK1euYGdnR3x8PAMGDMDBwYGDBw/i6uoqtQsKCsLOzo4PP/wQDw8PatWqxdOnT3Fzc6NixYp069YNKysr/Pz8mD59+jvcI+F9snfvXlxcXKSSacePH6dly5ZSIEV+fj579+7F2dmZBQsWcOzYMWbPnk1QUBAqlYp58+Zx9OhRjh49iq2tLcHBwbi6uhIVFYVcLi9TOkQQBOGfaM2aNWzatAkHBwcmT57M+fPnGThwIA8ePODbb78lKysLS0tLfvvtNynQ7JdffmHMmDF4enpy7do1kpOTSUxMZNKkSbi4uBAfH49arebBgwcoFAqysrJ4+vQpP/zwA1AUSDto0CBiY2OlYJm/k6urK/fv35fOLf5odiuZTIaWlhatWrXiyJEjmJubExcXJ9V237x5M+np6aSlpVGtWjX8/f3x9/cnLy+PvXv3kpKSQuvWrUlKSmL//v0MGzaM1NRUHB0dOX36NJcvXyYjI4MPPviATZs2UbNmTfbt21eqD8VByXFxcVJQMhSVzTI3N+fIkSMoFAri4uL+tUE5CoWCvn370qdPH2xsbNi8eTMODg58+eWXZGZmkpubS2pqKj4+Pjx8+JBx48axe/duBg4ciFqtZteuXXz55ZfMnDkTtVqNmZkZVlZWLF68GD09PapUqYK7uztLly6lRo0adOvWjbS0NORyOYmJiVIJjblz5/L48WMGDx5Meno6+fn5tGnThtjYWH755RfS0tLIzs6ma9eutGzZkj59+nDt2jXy8vLYtGkTJiYm7Nu3jydPntCpUyfq1avHsWPHOHDgAMuWLaNly5ZERUWhr6+Pjo4Otra22NjYUFBQgFwup169evTr148+ffrg5eUlZXWTy+XMnz+fuXPn4u3tzU8//YSDgwP29vZcunTpXf7X/aeUnEFdv3594uLicHFxoXPnzlhbW5OSksKmTZtwdnZm6NChHDlyhKdPn2JnZ8dXX31Fz549qVatGufOncPc3JxffvmF+Ph4jI2NCQoK4syZM9y+fRtTU9NSZbj8/f0B8PX1RaFQcPToURGUIwh/kEKhoHfv3jg7O2Nvb8/EiRPZt28fGhoaGBsb061bN6Kjo/nggw/Q19enRo0aUobfXr16oaenR7Vq1Th27BiJiYk0btwYfX39UqUEw8LCpN+D4mN7ly5d+PTTT2nTpg3btm2jf//+9OzZk/T09De2b28ya2yTJk1o1aoVFhYWXL58mTZt2gDQsmVLMjMz2bt3L48fP2bhwoU8ffoUmUzGJ598ws8//0yjRo0AePLkCYsWLWLKlCnS8VtDQ4N27dqhoaGBnp4eenp677R06u9VMqvh999/T05ODsePH2fw4MGsXr263HVOnTpVJktiy5YtiYyM5M6dOyILtCAI77U/ckx5MeOuhYWFCMoRBEF4DZExRxAEQfhTSs5KLU7dPGbMmFJttLS0OHXqVJn1Jk2aVGrZoUOHpMfTp08vE5BTHJFfMjOG8N/xYsm09u3bA0XlzqKjozE2NpbKqAEsXryYI0eOUFBQwAcffMCjR49o0KABOjo6QNEgbEJCAtHR0QQFBZGbm1vqhqogCMI/lbe3N40aNcLLywu5XM6IESPw9PRk9erVbNiwQQqqadCgASqVipiYGGrVqlXuwIihoSEbNmygdu3aXL58GUNDQ1avXo2TkxPdunWjUqVKZGdn89tvv1GvXj3q1auHhYXFK/v3Nmail8yeU+zF7FYWFhZoaGiUKf/y3XffERkZybFjx9i/fz8ODg5oaWkxadIkJk6ciEwmo0uXLjg7O1OnTh309fVp27YtBw4cwNvbm7FjxxITE8OwYcMoLCzku+++w93dHQ8PDypWrMjevXuRy+Vs27YNJycnNm3aBMCPP/5IQkKC1I/r16/Ts2dPcnNz2blzJ8+ePQOKMuTUqVMHBwcHNDQ0aNGiBd9///0bff/eJ2q1mt27dzN//nzOnz/PkSNH+PDDDzEwMGD9+vUkJSUhl8tp37699Jlt2bIlPXv25MKFC1SqVImIiAi8vLxIT0/n/PnzXL58merVq1O/fn0KCgqoWbMmjx49YtOmTYwbNw5nZ2d8fHyYNGkSCQkJhIWF4enpya5du2jbti0PHjxg3LhxxMTEcOrUKVavXs2dO3dITU3F1NSUn3/+meTkZLZu3crOnTsJDg4uNwvCixnZSs42/fzzzzEzM5P+9vT0xNPTs1R7a2trjh07Jv39PmZZ+K8peX4aGxvLrl27OHToEEqlki5duvDkyRPGjRtHRkYGycnJUjm88hgZGVGzZk0AMWArvBVyuZzIyEhOnjxJ/fr1pQCK/5rc3FwiIiL44YcfOHfuHLVr18bX15f9+/djYGCAqakpjRo14urVq3z++edMnDiRgIAA4uLiyMzM5OnTp3h6eqJWq6lXrx5JSUlYWVmRk5NDYWEh3377LadOnSI1NZXx48dLgZp+fn6cPXsWNzc3rK2t6d+/P7t27QJg4sSJpbK93r17lz179rBo0SLp9cLDw5k7dy5RUVHIZLIyWQ8tLS2Jj49n27ZtKJVKHB0dyy1t+nskJSVhZmZGXFwcVlZW3LlzB4B79+7RvHlzTExMuH37NmFhYRQUFNC1a1f8/f2ZOHGidI5iaGjIjBkz0NbW5vz583To0IGVK1cik8lQqVRkZWUB/KUSYn8XS0tL1Go1K1eu5Pz58yxevBgouhdR8rhc0hdffFEmS2LxMaNOnTr4+/vz4YcfvtfZggRBeH8oFAqWLVuGWq2Wzi9DQkKoVKkS+/btw8fHh+vXr6Ojo0NYWBhxcXGvbF9YWMiIESP+cCby4hLSly5dkn7His8vSvY1MjKSgIAABg4cSFpaGtra2uzYsQM9Pb13+C4KgiC8P0RgjiAIgvBe8Pf3/10p6IX/nteVTAOkgd4nT56gUCg4ceIEERERbN68GSMjI+7cuUNubi6VKlVCpVKJMhCCIPzrNW7cWConmZOTw4gRIzh48CD+/v64uLiwcuVKkpOTy83AUrlyZYyNjcnLyyM7O5uMjAwyMjKYOXMm8+fP5/r160ycOJENGzaUKg1VnJo/LCwMhUIhlcBq06YN5ubmNGnShJMnT0rlmuzt7Tl06NBbLyW4bNkyqY82NjbSgGTJ8w4XFxdcXFxKrXfixIky21q8eDEVKvz/MtrS0pLTp0+XalMyiLi45F3JIGRAyoABRSUtSjI0NJQCL0oGEv3blRy0MjIyAoqyBl26dAk3Nzdu3LhBbm4uubm5UnuFQkH16tW5f/8+ubm5uLm5cfbsWTQ1Nfntt9+oUaMGS5cupXfv3qxcuRKlUkn79u3Zu3cvAQEB7NixAxMTExYtWkT37t2pWrUqLVq0oGHDhqhUKu7evUt6ejqnTp0iMTGRhQsXolaradu2LTo6OjRo0ACZTEbdunVJTEx8Z+/d2xIeHo6dnR3Vq1d/111575T87axWrRojR46USvoVFBTw7bff0rdvXzw8PBg2bFiZcrwl1xdle4W/y4vHwf+akqUjp06dSkZGRqnf9StXrqBQKDAwMCA/P5/69etz5swZnj9/Trdu3aTt3Lt3j9zcXORyOenp6RgYGEiTQbS0tDA1NSUzMxMoCrwzNjbmwoULNGvWTLpW3bhxI8OHD2fNmjVUrlyZyMhIgoKCCAgIYMaMGQDs2bOHPn36EB8fT2pqKgqFgoSEBBYsWMD06dN5+PAhkZGRaGpq0rt3b549e8bp06f/UsBHhQoV2Lp1KydPnsTNzY2dO3dia2vLgwcPWLx4MeHh4URGRmJvb8+kSZNo0aIFhw8fxtTUFJlMxpUrV3BwcOCbb76hSpUq/Prrrxw7dozbt28zc+ZMKbOhWq1m7ty5pV47OTmZmzdvYm9vz4MHD1i3bh2+vr5/el/ehLi4OO7fv09BQQFffvklMTExAJw/fx4dHR1++OEHkpKSSq1jb29Pr169mD9/Pvv27SMkJAQbGxsWLlzI8+fPpbKGgiAIv1fJCQwnTpzgk08+4eDBg8ydO5fY2FjOnDnDgQMHWL16NV26dEGtVjN58mTmzJkjTXjw9vYmJiaGpKQkWrRowdatWwkICGDnzp0YGxuTn5/PwYMHAejatWupY9O8efN49OgRfn5+GBoa4ujoyIcffvjKPoeGhlK5cmWCg4P54YcfykzmFQRB+K8SgTmCIAjCW1MyUv6PCAkJKTNTWBCgqGRaZGQkdnZ21K5dm2nTppXKymRgYECVKlWwt7eXBotlMhnTp0+na9eu6OrqMnv2bLy9vRkzZgwrV65ErVazYMECOnXq9K52SxAE4Y3Q0tKSZh8Xl2jq2bMnqampfPLJJ5w8eZLx48fToEED1Go1EyZMoGLFity/fx+1Wk1OTg4AVlZWBAcHk5aWRpUqVVCr1Vy4cIFBgwYxZcoUbGxscHFxwd/fn6FDh762XykpKZw+fRpdXV28vLxITEyksLAQMzOzNxqUM3XqVNzd3bl37x7Tpk0jJiYGd3d3Lly4QGxsLKGhofz00090794dc3NzDh06JA2c/fzzz+Tm5uLp6UlaWhpGRkaEhYWxb98+FixYQJUqVXjy5AmnT59m6tSp6Orq0rlzZ44cOYKuri7Dhw/n5s2bBAQESIE5NjY2jBw5Em1tbXr06MGMGTNo06YNLVq04MaNG6xevZoOHTpgY2PDyZMnuXbtGmPHjgWQyhkVZ18JCwtjxYoVaGpqsnLlStq0aUOXLl1o164dJ0+eZOHChfTs2fONvZfvwssCFQoKCkhKSqJmzZo0aNAApVIptZk1axY+Pj4AODg4YGVlRbVq1Xj69CkaGhq4ubkxceJElixZwuPHjxk2bBirVq0iMzMTZ2dnVqxYgaurK25ubjx//hxzc3Np24sWLcLOzo6FCxfStm1bWrZsSbt27VAqlbi7uzN16tQyARUlv4O/x1/NBPk2slCVFB4eTqtWrURgzmvo6elx6dIl7O3tAZg0aRL29vaMHDmS8PDwctcxMTFhwIABUjYFQfizVCoV3t7e/Prrr1SuXJkpU6bg5+cHQEBAgBSkoVKpSh0HAwMDX7rNTz/9lO+++67UMrlcLgWb/lOVLB05YMAA9u/fz5dffin9rm/atIkGDRpw9epVfH19adSoEQ0bNqRKlSrSvufn5+Pm5sazZ884evQoW7Zs4dChQxgZGZGcnExBQQGpqano6+sD/z+e+fj4sG7dOkaMGCFNDsnOzqZz587o6+tL2V41NDRo3bo1MTEx7Nmzh+DgYCIjI1EoFFIwcXF5pDZt2kgZ5Pr378/u3buJioqS/v//KLlczpkzZ0otGz9+fKm/+/XrV+rvkmXL165dC8C333770tcwMzMrk9mwWHJyMlFRUdjb21OrVq13HpQDRefW7du35/Hjx5w7d46GDRtSvXp1WrRowcCBA9m0aRNxcXFSWck2bdrw6NEjMjMzadasGfv37yc7O5tPP/2UWrVqSUE527ZtY+HChZiamkqB7YLwMpMmTSIwMPC15d88PDzw9/fH1NT0le0OHjxIYWEhLVu2lK41iq9HhLfnr5y3l5zAoKGhwa5duzAzM6NSpUo8f/4cuVwuZW0s2b5KlSql1k1PTycpKUnKOl4yE3lxhjANDY0ymcihaPJI/fr1AV77WSwsLGTq1KnEx8eTlZVV5tghCILwXyYCcwRBEIS35pdffmH9+vWcPn0aJycnWrVqRa9evQgPDycpKYlRo0YxYMAAdHR0qFixonSzb+rUqfz00088ffqUQ4cOoaurWyY154wZM/jkk09o1aoVy5Ytk25uC/8uv6dkWsk2MpmMffv2ldlOv379ylwIijIQgiD827Rq1Z5UVAMAACAASURBVIrp06dz8+ZNoGhGeEBAAHK5HENDQ+zs7KhXrx6pqamYmJjQv39/2rdvT79+/dizZw8VKlRAU1MTU1NT/P398fLykjK7zJ07l88//5xz585RsWJFAMzNzalatar0+lpaWlIGspJZH5o1a4auri4Aw4YNY9u2bRQWFr7xMoJWVlacOnWK+/fvU7t2bZ49e0ZaWho1a9ZEJpPh4eGBjY0N3bt3JzQ0lJo1a7J161bGjBnD5cuXOX78OK6urgwZMoRVq1axY8cOfv75Z7Zv346pqSlqtZqZM2eyaNEi5HI5vr6+0uOjR49K73sxhUKBt7c3Hh4e0vtx9+5dTp06RWZmJh9//HGpY9b06dNZvXo1zZs3R6VSSeUjXlUeY9asWRQUFDB+/Ph/fGDOy9SpU4eHDx9Kg1nTpk2TnnNycmLmzJlA0WDYyJEjady4sXTTe86cOVy9epW8vDyaNm2KiYkJly5dYt68eURERNC/f39GjBiBo6Mjfn5+VK5cmS+//JLIyEiqVavGZ599hlKpxMvLi3nz5hEaGoqGhgYqlYpJkyaVGfysVasWT58+xc3NjTVr1ryVgBaFQiGlmvf29ubrr79GqVQya9YsevbsyZo1awgJCUEul3P27FkpQ0bxYEvx+fa5c+eYNm0aBQUFeHl5MWrUKNzd3UlOTkYmk7FhwwYOHjxIQkICbm5uTJ069Y3vyz9Veeeno0aNKtOuOGvZi+sCbNmyRVpWciDsnx74IPz9du/eTc2aNQkODkalUmFnZ8fhw4cB6NmzpxSY8+Jx8FWWL1/+1vv9LhQHLOfm5rJ06VKOHj3KwoULgaIBUxcXF+bMmYOhoSEVKlTA2tqaXbt20bp1a/T19ZHJZIwbN44lS5bg5OREtWrV0NPTw9bWFk1NTcaPH4+trS0ymaxM6UkDAwOMjIy4cuUK+/btQ1NTk/z8fNLS0ujWrRtHjx5l//793Llzh2bNmuHl5UW9evUAWLVqFY6OjhgZGREVFcWDBw9ISUkhJycHKysrtLW1sbW1JSYmhoKCgvcyI5JCoWDp0qWoVCqePn3K1q1bcXd3Jy4ujkqVKnH37l3WrFnD0aNH2blzJx07dqSwsJBx48aVKe21bNky+vXrh76+PomJiZw8efK1gQh/loWFBStWrMDPz4/u3btz5swZgoKCePz4Ma6urqSmplKpUiUcHR05evQonTp1ol27dmRlZWFpaSmV7/rll18YPXo0M2bMYMmSJRw9ehQjIyOOHTtGRkYG4eHhZQLGy8tqKfw3FWf/fFOKrxlezNopFFEoFAQGBqJUKsnLy2Pr1q0MHTqUgoICjIyM2L59O3fv3sXT05Pq1atz69Ytdu/eTb169ZgwYQKxsbHo6emxefNm0tPTpbKDLi4upKWlcfDgQXJzc1m9ejWWlpbI5XKsra05dOgQH3/8MceOHSM+Pp7Fixfj5OTE5s2b2bt3L8uXL8fIyIj09HS0tbU5efIkc+fOJSsri7i4OE6dOsXUqVOJjIykYcOG9OjRAygq4+jq6oqJiQnp6ens2LGDoKAgfv75Z+rUqUNsbCwnT57k+vXr9O/fn08++YQbN27wxRdf0KFDBzZv3gzA06dPSUlJoXr16q+diBAbG0tOTg7Hjx9n7dq1pKamvvX/N0EQhH8KEZgjCIIgvDXnzp2jfv36aGtrs3v3bi5dusShQ4fYtm0b5ubm5OTk8OGHH7Jz506uXbtGjRo10NfXJysri2fPntG2bVtmzpzJ/v37yc3NZc+ePdy7d482bdrQvn17HBwc2LBhAwcOHGD37t3vencFQRAE4Z3S19fn+PHjwP+z1hU/htLlk4rVr1+f6Ohovv76awwMDGjYsCENGzaUni+5TvFN3GvXruHl5cWSJUuws7OTntfV1eXatWtA6QHpkjMDu3btysKFCyksLJQCKt4Ua2trpk6dikqlYtiwYezevRtjY2Nu375dbvvi2YN169YlIyODhIQEoqOjCQoKIjc3lyFDhuDn50dAQABKpRJfX198fHwICAhg3bp1DB48mO3bt7Nu3Tq8vLyk7RbPNBw4cCD+/v4MGzaM4cOH4+zsjJmZGVWqVKFKlSrS4Euxx48f07x58zLv2avKY9SsWROAjIyMN/dGvgPlBToUP35Z9sXy2pcXCLFr1y4qVKjAuHHjpMFKX1/fMjPxiwN2X9aX37vOi2XL3ob8/Hz279+Pvb09UVFRqFQqnJ2d6d69O+vWrePUqVOcP3+es2fPvnQbs2bNYs+ePVStWpUePXowdOhQUlJSOHbsmPQZ7tmzJ35+flLpUEEQ3j83btzAysoKKDp2aGhooKenB7x+RntJJYP+7t27R3R0NBcuXODjjz+mefPmZGVlAZCUlMTQoUOpVasW2dnZrFu3DmNj4zIZ5952mco/ozhguVhsbGyZNuWdM5Q38ePF8kUA7u7uuLu7l1pWHHgXFBRERkYGarWaKlWqkJuby9OnT6lQoQKxsbFSoI61tTXHjx/ns88+w8jIiD179tC/f3+WLFlCXl4e2traqNVqBgwYQJ06dZg4caIUADxw4MC/VMbq77B3717mzZtHTEwMGzZs4IsvvqBChQrcvHkTb29vGjVqxNy5c7lz5w5+fn5YWVmVKe117do1nj9/TkxMjFTaKygo6G/pf7t27QC4efMmSUlJVKpUCQ0NDVq1aoW5uTmtW7fmxIkThIWF8fXXX3Pr1i10dXWZNGkSUPQdNTQ0lIKtdHR0OH/+PECZgPE2bdr8LfskvD9elf3z8uXLBAQEkJKSQnJyspRt6datWwwZMkT6TYaijIyHDx8mMzMTTU1NnJ2d2bp1K02bNiU4OJjQ0FCUSuV7/3vxLuXm5hIREcEPP/xASEgI+/btQ0dHBz8/P6KiomjSpAnp6elERkaydetWdu7ciZWVlRSMEhYWxurVqxk0aFCpsoPPnz9n+vTpJCYmMnv2bCnoxc3NjVmzZlGnTh2uXr1KYWEhY8eOxcnJiQEDBpCQkMC4ceNYsWIF3t7eXLlyBTMzM2rXrk1eXh729vZcunSJFStWUK9ePal0dG5uLuvWrWPz5s38+OOPbNu2jaVLl7JixQr27t1L06ZNsbKy4sGDB7Rr1464uDjGjh3Lrl27iIiI4OHDh9J7UqNGDfz9/YmNjWXWrFmvfP+aNWtGYmIiPXv2xMTEhLp16769/yxBEIR/GBGYIwiCILw1ffr0YfLkyZiZmWFjY8PGjRtp3749HTp0YMiQIaxYsQIXFxe8vb25fv06jo6OaGhosH37dhQKBSEhIQQEBDBmzBg2btyIvb09H3zwAc+ePWPVqlW4ubmxZMkS6tSpQ6VKld717gqCIAjCe6NkoMDv8UeyYTRv3rzcVOfVqlWjfv36dO/eHTMzM2rVqlWmjUwmo3Xr1iiVyjdegqdmzZrcv3+fevXqYW1tTd++fRk3bpw0yPZimaEXyxA1a9YMBwcHKQNfQUEBSqWS4OBgTp8+zZIlS1iyZAkrV67k3r17eHh4cPjwYe7du8fo0aOpU6cOUBQc0rp1a7S0tFiyZIk00Obs7ExiYiI5OTlkZmZKA6fFjIyMuHHjBk2bNkWlUpVa/qryGMX9/zf6o5/j8vTq1Yvs7GzMzMyk9O7/dG3btuXx48ckJCRIgyoPHz6UgrgqVKggDR6WVPJzEhcXJ5Ugefz4MY8fP8bd3Z3hw4fToEEDvvrqq79nZwRB+EuaNWvG2bNn+fDDD1GpVKhUKimI5sUZ7a8rt5efn8/BgwexsbEBirLlhYeHU716dRo0aADAN998w/Lly+nQoQMWFhYABAcHl8k496az4v3TTZo0iYEDB9K7d28MDQ0JCAhg/vz5mJmZYWZmRkREBM2aNUNfX5/g4GC8vb05c+YMe/bswd7enp49e3LgwAEpA5yuri41a9bk8uXLUgCwlpYWAwcOfNe7+lINGjSgW7dupKSkYGJiwq+//kpaWhra2trUq1ePc+fOcePGDdLS0ggLC6N27do0adKEjIwM2rdvz/3796lVqxa3bt0iKyuLunXrkp2dTfv27bG0tOTOnTvk5eWxefNm+vTpg4eHB/r6+kRHR9OjRw9mz579h/pbfA5SMqtI8blrw4YNad68Oba2tigUCmkQ/N69e9ja2pKdnU1OTg6NGjUiJyeH5cuX4+npiUqlIiMjAz8/P+bNm0d+fj5Pnz4FygaMC/89r8r+Waxly5YEBwfj6OhIRkYGX3/9NYGBgXTq1KlUMJeRkRFbtmzB29ub3Nxcjh8/jqOjo/R5E17N0tISKArojIiIYPTo0aSmppKWlkaTJk1o0qQJLVq0QCaTUbduXRITE8uUiDp27BhQuuzgpk2b2Lx5sxRIW6xVq1ZoaWnRvHlzjI2NAUhPTweKAkYLCgr44osvKCwsxMHBgStXrkgTaBo1akRUVBS2trYMHz4c+H+GzCtXrjBmzBhatmxJy5YtcXFxwc/PDw0NDYyNjfHx8SE+Pp6PPvoIR0dHsrKy8Pf3R19fn08++QRnZ2epj+UF/Jc3Aaj42k2URhMEQSifCMwRBEEQ3pqqVasyZMgQJk2axODBg0lPTychIQFvb2/at2+PSqWiXr16XL58mW3btlGtWjU6deokrf/s2TMMDQ1p0aIFXl5ehIeHc+LECbp06YKxsTG2trYEBwfz2WefvcO9FARBEAQhLy8PHR0dQkJCyjz34k05DQ0Nhg4d+lb6Ubt2bczNzTE1NeXRo0dYWVmxdetWoOgm4YwZM6SMfi/y9vZmzJgxrFy5ErVazYIFC9i1axdnz54lOzubwMBAgoKC2LVrF9nZ2Zibm2NnZ0d2djbTpk0jNDQUFxcXDA0NgaKZ3StWrOD58+fSTVITExM8PT1JTExk5cqVpV5//vz5jBkzBg0NDfr160efPn0AXlseQ3i1vyODzd9NJpNRo0YNzM3NOXToEJqamhQUFKChocHt27cpLCwkJiZGaq9Wq8nLy+P69evSMktLS3bs2IGuri4FBQXIZDKGDBnCyJEj8fb25sKFC68dxBcE4d1zdXVl79692NnZUaVKFWbNmoWjoyNqtZq5c+eWalvyOFjebPfiAcViGRkZ0vGyadOmANy6dYvWrVujqakpBRKUl3HuffMmAj3/KgMDA/bu3cv06dPp16+fFMSrUCjo0aMHO3bsICkpiTp16uDh4cGJEyd4+vQpUVFRTJo0iVu3bnHr1i2g6F5J5cqVWb9+Pfn5+dStW5dhw4ZRu3btd7qPr6Krq0tERARhYWF89913jB8/nvj4eCloVE9PD7lcjrGxMUqlkk6dOnH16lVatGiBkZERd+7c4cyZM3z99deEhYXRrl07EhISmD59OkuXLiUmJoaZM2cye/Zs6RxKLpezfPlyOnXq9IcDc06fPs3kyZPR1NRErVYTHR2NtrY2wcHBbN26lc6dO0sB2B988AGRkZFkZmaSlZVF1apVuXr1KqmpqRgaGqKvr4+uri6pqamcO3eOmjVrcuPGDXR1ddm5cydxcXE0b95cKtv9bw24Fl7t92T/LP7drVOnDpmZmdy8eRNLS0sqVKhA69aty21X8nFxsIfwanFxcdK/DRs2pKCggC1btuDr6yt9P1+cJNGoUSOplOTFixdp3LgxUDoT6sqVK4mJiSEpKUn6vpfcVnkTL1auXMnp06e5d+8eI0eOZNq0aeVOgNHQ0ODJkycYGhpKkzxGjRpFSkoK4eHh9O3bl2bNmjF8+HApgF+pVBIfHy/1sbyJJYIgCMKbJQJzBEEQhLdm7969bN68mcjISOzs7LCysiIwMBA3NzcOHjyIk5MToaGh6Orq0q5dO0JCQujUqZN0IVK1alUeP36Ms7MzY8aMISEhAXt7e2n20LBhw/jmm29E+lVBEARBeIdSU1P56quvSgWMJCcnc/PmTezt7Uu17dSpE/Xr16dDhw5ltuPv74+NjU2Z47pcLicyMpIKFV5/+bphw4ZS/YL/z+SztraWZi6++LpQlPa9e/fupcoXlQwYLu5LcTmCFw0aNOi1y6pWrcoPP/xQallx4FLz5s3L9K+4VNKrymPA//dR+O+QyWR89tlnODg4oKGhQYsWLfj+++8ZNWoUVlZWdO3aVWrr4eGBjY2NVI4OYM6cObi6unLjxg06dOhASEgIrq6uFBYWoqenh7m5OU5OTvj4+PDRRx/RuXNnoqOjGT169LvYXUEQXkImk7Fu3bpSy5ycnEr9/brjYMltlaSvr09KSgoGBgb8+uuvQFGmkPj4eNq3b8+VK1cAys04J5QVFBTEjh07eP78OR4eHqxfv55u3bpRsWJFli9fjru7O1evXkWtVmNra8u9e/cwNDSksLAQOzs7tm/fTnx8PBoaGgwfPhxdXV1sbW15/vw5M2bMYPLkye96F1/pt99+w83NjWvXrvHw4UOCgoIoKCiQBojt7e0JCQkhJiYGbW1tNDU1qVixItWrV2fv3r1YWlry5MkToqKiuHv3Lrdu3aJChQocOHAAHR0d5HI5Dx48kDJGwf+DE3R0dP5wf/fv38+iRYuQy+XcunULFxcXLl68SHR0NIsWLWLw4MEA3L17l2vXrrFhwwZsbW05fPgw3t7e6OnpsWHDBmrXrk3t2rVp1KgRiYmJbN++nSlTpjB48GCqVatG9+7d6dWrV5lAOuG/53XZP6Fs4EbDhg2Ji4ujY8eOpUq6lmz3X8iy+aZpaWnRs2dPcnNz2bBhA/369ePixYvo6+vTpEmTctfp2LGj9DtQtWpVtmzZUib7VceOHbGzsytVDvp1OnbsiLm5OUqlkvT0dIKDgwkJCcHNzY01a9ZI7RYsWEDv3r3R1tZm7NixGBsbo6GhQVBQEIMHD8bAwIAZM2bg7e1NZmYmMpmMtWvXlnqt8iaWCIIgCG+WCMwRBEEQ3ho3NzeSk5NRKpXExsaybt06fvzxR/r16yddpLRq1Uo66R87dixyuRwbGxsGDBjAvHnz8Pf3x87ODplMRkREBJaWllJqbQ0NDYyMjH7XQJ0gCIIgCG9H3bp1y2TFSU5OJioqqlRgjkql4ty5c2+9PyqV6o2XyRKE90XJrA8uLi64uLiUen7s2LGMHTtWagswZsyYUrNyoegm/5EjR0otO378eKm/3dzccHNzk/4uLlsjvB9CQ0N58OABhYWF+Pr6vuvuCP9CM2fOxNXVlaZNm0qZcz7//HOGDRtGzZo1MTAwQEtLq9yMcy8GtgpIgb27du3iwIEDTJw4kfj4eA4ePIirqyuXL1+mdevWZGRkIJPJSEtLo379+lKmlxUrVlC7dm0iIiLYunUrQ4YM4cSJE+9yl343uVxOdHQ0FhYWeHh4MGzYMHr06EFkZCRhYWGEhoaiVCpZvnw5kZGRfPvtt4SFhdGxY0fy8vKIi4tj1KhRbNmyhaZNm2JiYkJBQQGXL1+md+/eDB06lKSkJNavX8+8efOk1y0ZkPBH+fj4EBAQwLp16/j0008xNzenQoUKWFhYkJiYiK2tLT/++CMpKSlSdop9+/ZhbW3NihUrSE5OZs6cOZw8eVIq7b5x40bCwsLo27cvX331FZ6entjb29OkSRNCQ0OB0iVhhP+eV2X/LM/nn3/O0KFDMTY2lkogCX+dhYUFAQEB0t+XLl0q06Z4AkXJc/MXM5tWq1ZNageUCYSB0hMsSl5TFz8ub52Skz+K21lbW3P69OlS7Yr7tWPHDmnZTz/9VKpNyd+cQYMGlTvZRBAEQXhzxEimIAiC8NaUvDi5du0a7u7urF+/vtTMgPJO+rds2SI9bt68ebkzxE+cOMEXX3zB0aNH394OCIIgCILwp6xZs4ZTp05x5swZVCoVhoaGuLi4sHHjRiIjI4mMjGTBggXk5OQwYcIERo4cKa2rUqnw9vbm119/pXLlykDR4GBkZCRjx45l9OjRLFiwgIMHD5Kbm8vq1auxtLRELpfTsWNH7t27x/Lly3Fzc0NHRwctLS0mT55M165d8fHx4fr16+jo6BAWFoauri4fffQReXl5GBgYlMky8Ka9GMAkCH+EQqEgMDAQpVJJXl4eO3bsYMWKFURFRSGTyaRScqNGjcLQ0JAHDx4gl8uxtrbm0KFDfPzxxxw7doz4+HgWL16Mk5OTlJEqKCiITZs2oaOjQ2BgILdv32bBggVUqVKFzz//nMqVKxMZGUlAQACLFi1iz549aGtrExoaSv369WnTpg1t2rQhLi6ODRs2iCCev0mtWrVKZfkShD+r5LV78bGqU6dOZQYjGzRowNmzZyksLMTa2hpjY2MqVKhQauBReLlJkyaVm3lv3759ZZbJZDJSUlJKLfP19f3HBuLZ29szcuRIwsPDf/c6X3zxBT4+PgwdOhQDAwPCwsK4c+cOurq6pUqvNWnSBDs7O/T09KRzx7/KwMCAlStXcu/ePUaPHi2VioyLi6Nx48bExsaSk5PD8ePHWbt2rZSp8WXZSQoLC8uUjHyxvSC8KvtnyQCK4kAuoMzEh5LnBeWtY2ZmJi0r/u0W1yiCIAiC8PcQgTmCIAjC36J58+Zv9ELP1taWM2fOvLHtCYIgCILw5nh7e9OoUSO8vLzo1asXkZGRaGpqsnHjRgDs7Ozo2bMnSqUSuVxeKjBn9+7d1KxZk+DgYFQqFfb29gwcOBB/f3969OjB6NGjmThxItOnTycxMZHZs2ezefNmAPr160eXLl1YtGgRH3/8MYMHD8bZ2RkoGvSqX78+q1at4sCBA6xevZrGjRvTsWNHfH198fb2/vvfKEH4g3Jzc4mIiOCHH37g+++/JzU1FYVCQUJCAgsWLGD69Ok8fPhQ+s7J5XLc3NyYNWsWderU4erVqxQWFjJ27NhSgWi7d+/m6NGj6OjooFarWbJkCdu3b8fU1BS1Wi2Vv3nw4AFRUVGcOnWKkydPsmDBAlatWsWDBw84d+4c0dHRIjDnLcrPzy8TTDh8+HBCQkLo378/OTk5GBkZsX37ds6dO8e0adMoKCjAy8uLUaNGlRvU6O7uTnJyMjKZjCNHjnDz5k18fHzIy8ujR48e+Pn5vevdFl6gUCikQLnf216hULyRTBw3b97Ey8uLnJwcRo8eLbLXCr+bpaVlqVI78P8AgpKBBHK5XPpsv5i57WXKK9FWHISgUCikrMsvCgkJwdPTE4BPP/2U7777TnouKCiIXbt2kZ2dzaBBgzhw4AB9+/bl0aNHbN68GWNjYxITE+nZsycmJibUrVv3lX189uxZmZKRgiC8f0oGqgqCIAjCmyaungRBEARBEARBEIS3pk2bNmhqapZaFh0dzZw5cygoKODKlSulnrtx4wZWVlbExsZKpQFatWqFlpaWVKJq06ZNbN68GZlMVmqmcbt27QC4desWvXv3Bv5ffichIYFt27Zx6NAhlEolXbp0QUNDA0tLy1LrCsL7rPjzamFhwfTp09HS0pIGD2rXrg2U/c4Vf3+aN28ulTlIT08vtd05c+Ywbtw4KlasyFdffYWfnx8BAQEolcpS2RmSk5Np3bo1AO3bt2fOnDlA0ezrSpUqUbduXTIyMt7OzguEh4eXG0x4584datSowb59+6QMDbNmzWLPnj1UrVqVHj16MGzYsDJBjaGhoaSkpHDs2DHUajUaGhr4+vqybt06TExMGDJkCCkpKdSrV+9d7bLwnmnatGmZsneC8E9VMjCnZFAOlM5ulJycTHx8fJnMUOVNPiteZmpqKgUHFS978btTMutJyXI2giAIgiAIwr+T7F13QBAEQRAEQRCEt0+hUIhZ7/8gsbGxrFu37rXtFi5cKKU5f5nQ0FBCQ0N58OAB8+bNe+nrFZer+L2v/SpaWloUFhYCSME0JS1evJjg4GAiIyPR19cv9VyzZs04c+YMsbGxXLx4ESib5n/lypUoFArWrl1bqkxA8Ws1bNhQmpV9+fJlabsjR45EoVBw8uRJ5s+fT8OGDYmLiwMgJibmL+2zIPwdij+vcXFxuLu74+joKGXDKM5I9eJ3rvj787LyGlAU6BMaGopcLic0NJQGDRoQHByMt7c3S5YskdqZmppKfbh48SKNGzd+7baFN+fmzZvlBhOamZlhbm7OsGHDWLp0KVD0GXF1daVbt248ePCAR48esWnTJuzs7PDy8uLevXtoaWnh7u7O8OHD8fPzQ6VScf36dUaMGIFcLichIeG1xxjh3YiLi8PZ2Rl7e3vS0tJwcHDAzs6OAQMGSMdfT09PunfvzqZNm6T1/Pz8sLOz49NPP5WylOzbtw87OzusrKw4ePDgu9gdQXjrBg4cSNeuXXF0dCQrK4s1a9YQHx+PXC4nPj5eyqrj4eHBxIkTsbGxkYJP31ehoaFSELsgCIIgCILw/hMZcwRBEARBEARBEN4zFhYWry0Fo1Kp+PLLL3/3NmvVqlUq80VJsbGxKJVK2rZt+7te+0UZGRlERf2PvTsPiDn/Hzj+7EJyLlJyy+bosrsSJVPpEJItSwqhQu5jHaslROwua5fFOpLF0q4r9xE7pay7CGHDOCJ3UpSO+f3Rbz7bVHbtd1HL+/FXzXyu92dmPu+Zz/v1fr0O8emnnwLQqlUrPD09WbVqFdra2kRHRxMcHMyFCxc4ePAgPXv2pHXr1nh5eVGzZk0pZfj48eNxdnZm69at3Lt3j4KCAvT09Ersz8rKCjs7O+zs7Eo9Hn9/fzw9PVm9ejWampro6Ojg7u7OqFGjcHBwAApnQnt4eODl5YWLiws1a9b8R20WhLKgo6ODq6sr2dnZbN68mWXLliGTydDQ0MDb2xtnZ+f/abtDhw7l2rVr5OTkoFQqefToEUePHiUzM5P58+dLyxkYGGBvb0+HDh2oUKECa9aseV1NE16BKpjQzc2NhIQErK2tAcjJyWHs2LFoamri7OyMj48Pbdq0YdOmTejp6ZGbm4uOjg5LliwhISGBK1euEBAQQH5+Pt7e3vTv35/AwEBOnDiBiYkJCxcuxNDQSRZsOwAAIABJREFUkPz8/BKBkUL5ULSsXXh4ODt37kRXV5fg4GAOHTpE9erV0dLSIjo6mjlz5vDixQvu3LnD6dOniY2NJTIykj179lBQUMA333zDoUOHKCgooEuXLri6upZ18wThtYuIiKBy5cqsXLmSyMhIAgMD+emnn0rNVCOTyfjuu+9o164d06dPp3HjxiWy5ZQHERER+Pr6lhoEX1RBQcHfLiMIgiAIgiC8eSIwRxAEQRAEQRDeEwqFAl9fX9atWydlWAgJCcHCwgILCwvOnDnDmjVrsLS0JDg4mNjYWCwsLHj69KlaqnXhzZPL5axcuRKg1NfLzMwMU1NTLl68SHBwMElJSYSFhVGlShUmTJhA586d6dWrFzk5OdSsWRMnJycUCgXBwcGsW7eObdu2MXfuXHR1dQkJCWH58uU8fPiQ3377jYCAAKKjowkNDWXevHls376dihUrEhERQcOGDUt9v6Snp7NlyxYpMEculzNo0CDmzJlDQUEBdnZ27N+/HwBXV1eOHDlCeHi4NKgvk8kICQlBLpfz6aef8vXXXxMREUFeXh7+/v5q5wVgxYoVpZ4zlZo1a3Lo0CE0NTXp2rUrjRs3RkNDo0SZAoAdO3a8ltdMEN4GS0tLQkNDpf+nTp3KlClT0NTUlGbNFx08LPq5KFpyQ/W36vmiATYymYx58+aV2LeqZNaUKVOYMmWK2nOlle4QXr+XBRNev36d3r17k5GRgbW1Nfr6+syYMQN3d3cKCgpIS0ujRo0aNG3aVC2o8enTp7i7u5Ofn0+1atUwMzNj9uzZdO3aFT09PSpXrkzPnj1p27atKPdXzhQta3fgwAEGDx5Mamoqd+/epXnz5jx8+FAtu9Lvv//O9evXMTU1ldbbs2cPDx48IDk5mc6dOwNw7949qayZILwr8vPz+fzzz0lKSiIjI4OePXv+5fKqz4muru5r2X/R7+AjR44s8X20oKCATz75hLy8PIyMjAgJCWHSpEnk5ubi7+/PwIEDkclktG/fnujoaIYOHYqZmRmJiYk4Ojri7+/PqlWriI6ORltbG5lMhlwux8/PjypVqnD58mWaNWvG8OHDMTU1ZeHChTRo0ABPT8/X0j5BEMq3iIgIzMzMXvm7XEhICLa2ttJ3A0EQBOH1EYE5giAIgiCUa3/1AzIiIoL+/fuL2V+C8C+lpaVx7NgxTp06xZo1a6hbt26JGdVC+XHr1i2OHDmCnp6eVIZi8+bNjBs3jvXr17No0SImTpxIp06duHDhAseOHUNXV5cKFSqwd+9erK2tefz4MYmJiQwdOpRp06bx+PFjxo8fj4ODA97e3ty7d4/c3FyprJW3tzfW1tZMmjSJGzdu0KVLF4YMGcLEiRPp27cvly9f5sCBA8hkMn799VfWrVvHxYsXOXz4MN999x0aGhpUq1YNAC0tLbX2FC978zoGfzMzM+natSsvXrygc+fOGBkZ/ettqpTWL6kCEVSvhyC8DnK5nPnz55OXl0dGRgZPnjzh5s2brF69mrp16/LBBx+gVCp58OABN2/exMLCgrt376KlpcXNmzdp1qwZz549IykpidDQUH788Udat27Nixcv0NTU5OHDh+Tm5mJiYsLt27d5/vw5rVu35uzZszg4OFC1alXy8/PJysqiZcuWLFmypKxPyXuvYsWKJYIJVded4uX4rKysOHjwIAAdO3bk8OHDpW4zNjZW7X9jY2PMzc0JDg7G2Nj4NR258LoVLWvXpEkTcnNz+fnnn5k6dSpKpZImTZrw22+/AX++Nxo1asSFCxeAP8s81q5dGzMzM/bt28fhw4fZt2+fCMoR3jmJiYnUrVuX2NhYVqxYIZXoe9l7/U1+BkoLEo+KikJPT4/p06fj4OBAly5d2L59O1WrVsXJyQkfHx+gsBxXSEgITk5OxMbGYmlpKQXjvKwMrY2NDYsXLyYuLo6NGzcSGhrKnj17iIqKemNtFAShfBG/UQVBEMoPMYolCIIgCEK55ufn99JB2letqS7qrgtCIR0dHenvosEQxsbGVKpUCSMjI9LT00vMqBbKxsteLxMTkxLlnYKDg1m7di2nTp3i+++/x9zcnKysLO7du8fnn3+OnZ0d3333HY6Ojqxbt44HDx6gra3NrVu3iImJYeLEiWhqajJ16lQ+//xz+vXrR0JCAk2aNGHKlClERETQunVrRo4ciZGREdra2hgZGfHs2TMAAgMDcXJyQi6Xo6Ghwc2bN/Hw8CAqKooZM2ZQUFBARkYGGRkZ5OfnS23KyckhKSlJrS2qYEsdHR1p2X+qWrVqHD58mGPHjjF79uz/aRsv81f9kiC8btnZ2ezZs4egoCB69epFnz59sLe3x8PDg0uXLrFq1Sry8vKoWbMm4eHhGBoacuzYMR4/fsyxY8e4ffu2tC09PT2io6PR0dFh27ZttG3blurVq7NlyxYuXbrEjz/+SNu2bcnNzeXQoUNkZWXRtm1bfvvtN6pWrcrvv/9ehmdC+DtyuZzg4GAsLCzo378/FhYWJCYmsnjxYs6ePYtMJiMzM5OZM2cik8lwcHBAoVAAhX2IjY0NDg4O3Lhxg7179+Lj48PXX39NSEgI0dHR5OXl4e3tjZ2dHd7e3uTl5SGXy+nRowfdu3fHxsaGzMzMsj0J7xFVWbslS5bg6+vL9u3b6datm/SatmvXjpycHBwdHbl8+TIAhoaGWFpa0rFjR+laoKmpybhx43B0dGTMmDEcOHCgDFslCG9G69atSUlJwdXVlePHj0uPq7LGXLx48ZW2o1QqGTZsGA4ODnTt2pWtW7eWuAbm5OTg7u6Oq6srffr0KZFFztbWFoAvvvgCGxsb7O3tOXnyJA0aNGDjxo04OzsTGxuLu7s79vb2pKWlcf/+faAwk0/FihVLnZhUNJio6O8G1XdWGxsbjh49ikKhwNDQkEqVKr3ayRME4T8nICCA5ORkAL7//ntat25NdHR0qd/bhg0bxrlz5wBYuHAhmzdvLstDFwRBeOeJjDmCIAiCUA7I5XKpbMjLqFKJamtr/+2y/2UBAQGMGzeOli1b8v333/Pjjz/y3Xff4eDgQGBgIH/88QeVK1dmxowZaqmbzc3NCQoKIj8/nxEjRuDr66uWullVQkUQ3md6enrSjWdVMIRcLufGjRvSMkqlstQZ1cLbV9rrBZR6M75Ro0Z8/vnnrFixggULFtC2bVt++OEHrKysOHPmDNbW1kDhQF7Tpk158eIF+fn5DBgwAB8fHzIzM3F1deXSpUvMmTOHx48fU7VqVZ48eUKFChV4+vQpzZo1Q1NT86U3/lWuXr3K3bt3CQ8P54cffkBLS4uff/4ZZ2dnlEolM2fOBAoDXGxtbXF1dS21/dbW1vj5+XHu3LlSZxe/CUqlkqCgIC5duoSuri716tVT65MMDQ05f/48tra22NnZqZULc3FxAWDmzJlSGa3w8HAABg0axAcffMC1a9eIioqifv36BAcH89tvv1GxYkW2bNnCgwcPCAoKIicnBycnJ4KDg99Km4XyTVWKpmHDhgQGBqJUKikoKMDAwICqVasCYGFhgUKhoEmTJgwYMAAPDw/++OMPGjRoIAXPAVSuXBkoDFh2dXXl8uXL6Ovro6WlRcWKFTEyMuLq1asolUpkMhmJiYkoFAp+++03MjMzsbKyevsnQPjHimfB+/bbb9m4cSNyuZykpCRSU1ORy+UkJycTFhbG0KFDuXr1KvHx8dI13dXVVcqYExISAsDWrVtp1aoVGzZsIDQ0lM2bN1O3bl2gsCTg7NmzOXjwID169Cirpr83ZDKZVFpO5fTp0yWWKxoQoAqsunXrFvXr18fc3Jz58+dja2uLubm5VDIzOjqajIwMfH19mTt3Lq1atfrb41G9b0SmHaE8Ku3zovLzzz9Lf6tKMhb93BQtBwmwc+dOGjZsyNKlS9mzZw+JiYmA+jUwOzubDh06MHnyZIYNG/bS44qPj+fw4cNoamqydetWDh8+TM+ePVm+fDn6+vqsX78eIyMjcnNzpWD94p8xVRC7trY21atX586dO+jq6pKWliYto/rdoKGhgZWVFZ9//jmDBw/+65MmCMJ/mpeXF5s2beLLL79k7969uLm5qT1f9Jrl4+NTIptW8YkzgiAIwusjAnMEQRAEQShXXvYDMioqCn19fVauXElBQQGamppqqZvd3d2lm1e2trb07t0b+DN1syAIUKNGDRo2bEjnzp0xNjbGwMCg1OWKzqhu1aqVWuYW4e151dcLCoM39+7dy7Vr19i+fTupqano6Oggl8uxs7MDCgfOcnNzyczMxMjICDs7OynQcenSpfz4449kZWUxd+5cEhISmDFjBnPnzmXBggWMGzeOX3/9lYKCArS0tLhz5w4A6enpgHp2myZNmtC2bVs2bdoEIA0oqAJXVAICAggICFB7rOgASLNmzV5aeuVNKT7gcvz4cbU+6ddff+X8+fMAbNu2DSsrK6ZOnUpgYCBAqYPeU6ZM4fHjx0RHR7NhwwY2b96MnZ1diYHwIUOGsGrVKho0aKA2eCq831TlapYvX46TkxMNGjTg0aNHBAQEsG/fPqBw0E1TU5P8/Hy8vb359ddfsba2ZsSIETg5OXHnzh2ePXvG48ePgcL3aVxcHF999RVyuZz8/HxycnK4c+cOjRs3RlNTE7lcztixY+nTpw/t2rUDCgf2hfKveBa8opKTk5HL5dIgtaGhIZcvX6ZDhw7AXwdWXLlyhY8++giATz75hFOnTlG3bl0pw15p+xPKVkFBgTSxISMjAwsLC65cucLx48c5cuQIR48exdvbG7lcjqWlJY6OjuTl5WFqakqHDh0YOnQoMpmMmTNncv/+fQYPHszTp0+l0nYhISFcv36d1NRU1q9fT506dcq6yYLwRiUnJ7Nx40b27dtHXl4eOTk5ODs7A39eA+/cuYO5uTnw15lHJ06cyIABA6hVqxazZs1i5syZhIeHc+DAAaytrenVqxcVK1bkgw8+eGkGi65du+Lh4YG/vz+BgYF0794dW1vbl34WfXx8kMlkbNiw4V+eCUEQyjNHR0fmzZvHkCFDqFq1qlq23eLf29zd3QkJCRHZtARBEN4SEZgjCIIgCOWIanbi+PHjmT9/vtqNz+IiIyN58OABw4cPJzExkVWrVr21jAJv0st+QBYdNCgtW8Tjx49p3LgxUDgofO/ePQBRbkR4p8nlchYuXIhSqeThw4cMGzaM8PBwKlWqxLZt2+jfvz+pqakYGRmxdu1aAL799lt0dXVJSkrim2++4eTJkwwYMICMjAxGjRrF3LlzgcJAD21tbSIjI7l69WpZNvO9lJOTg66urpRxpSjVjF74c1bvvHnz6NKlC9988w1z584lOzubdevW8e2337Ju3TqgcAB2+vTpODk58d1339GuXTvc3d354osvqFatGkeOHOH27duMHDmSnJwc3Nzc2Lx5M56engwZMoQBAwbQs2dPTp8+TdeuXQkKCpIGaQ0MDHj06BFeXl4sX76crl27Ymdnh5aWFg4ODnz55Zdv/qS9BsUHXNq2bcuZM2dKval59epVKZuJqq8pbdAboFWrVmhqamJkZERKSkqpA+GXLl2iX79+QGHAU2pqqgjMEaRyNQ8ePCArK4tLly5x//59Lly4IL2/VJ4+fYq7uzt37tzh7t27aGpqYmhoSPfu3alQoQLVq1cHCkt39O7dGzMzM+7fv0/Pnj1p1qwZgYGBtGjRAm1tbRwdHcnJySEhIUEK/FmxYgVNmjQpi9Mg/AN/ldXMxMQEZ2dn6TdDbm4u58+fZ8eOHYwYMUJap7RSgk2bNuXUqVN07dqVkydPYmxs/Lf7+y9Q9aN+fn4lnlMoFAQHB0v96H9N0YkNYWFhrF27losXLxIdHc2YMWMYNmwYiYmJ6Orqsn79ekaOHMnjx4/R19ene/fu+Pj40K1bN1JTU1mwYAFTpkyhffv2TJo0SSpt9+GHH7J69eoybqkgvB0mJib079+f8ePHA3DgwAFiYmKk55VKJU2aNCEpKQk3NzfOnj1L27ZtS92WqhzWnDlz2L17Nz169MDW1pbOnTvj5+fH4sWLpfsboB68rvp7zJgxjBkzRnq8eFaM4mW0NDQ06N27N9raYkhIEN5l2traNG7cmK+//loqf6tS/HubyKYlCILwdolvYYIgCIJQTjx9+pR+/foRFhZGeHh4qTc+i3J3d8fT05Phw4cTGRmJt7d3GRz16/eyH5AmJiYcPXqUbt26SRlziqZurlGjBgqFQirDoK+vD5QexCMI7xKlUklUVBRz5szh+PHjHDx4kMDAQBYsWPBKJSeqV6+udv1RlSyYOnUqv//+O1paWvzyyy9l2cT3TmpqKrNmzeKHH3545XUUCgWnT5/G0tJSrdRh0cFEFxcXKWtNeHg4NWrUIDY2lpEjR7Jo0SJOnz7N4MGD8fLyYurUqdJ6LVq0UBt0ANizZ0+JY1Bl7wAYOHAgAwcOfOXjLy+KD7jk5uYyZMgQqU8qqkmTJpw5cwY3NzcSEhKwtrYuddA7NTW1xA1QExOTEgPhJiYmLFy4EENDQ/Lz80VJEAGgxGe6NEU/57GxsX+7zYSEBKAwA462tjb5+fnY2Nhw4sQJMVj3jrOwsMDAwACZTIaGhgbe3t4EBgbSqFEjbGxspNJ6Li4uBAUF0atXL2ndnj174uvri52dHYaGhkyaNIn4+PgybM0/FxERgZmZWamB+xEREfTv3/+d+u1QNAi0WbNmZGVlUa1aNS5cuICmpiYeHh6kp6dTt25dNDU1qVu3Lg4ODuzdu5dHjx4BYGZmxrVr10hOTmby5MloaGiolbYTkyCE94m7uzujRo3CwcEBQC0oRsXDw4NevXrh4uJClSpVXpp51MPDQyo3+euvv5KcnPzmDhw4fPgwEydOZM2aNW90P4IglA9eXl589tln3LlzRy0wpzQim5YgCMLbI+64CIIgCEI58euvvxIQEEDr1q1JTk6WBjSrVKki3fgsSldXF319fW7cuMGePXuwsbF524f8xpT2A9Ld3Z0dO3ZgZ2dHlSpV2L17t1rq5pkzZ9K3b1/y8/MZPny4dAPMx8eH+Ph4MdAkvLNUqYjr1asnpS2vV68eeXl5r1Ryonr16mrXH5V58+a95ZYIKkZGRmpZcV6FQqEgISGBRo0avdLy4eHhDBo0CEAKItm7dy9hYWG4urr+swN+h5Q24FK0TyrKw8MDLy8vXFxcqFmzJlD6oLeqxEFRlpaWJQbCZ8+ezaBBg8jJyUFHR4fNmzdTpUqVN99o4b119epV/P39ycrKYvDgweK70n+cTCaTsnUBNG7cWMqWULRPmTp1qlrwJcDs2bPV/vfy8sLLy6vEPiIjI1+6z9Iyzrwtf5VBcOfOnQQFBXHp0iV0dXXp0aMHL168oFevXuTk5FCzZk1cXFxYvXo1a9asIT8/nzp16rw0KFk1QeC/oOjEhh49ehAUFISNjQ1169alWrVqzJ8/nzt37lBQUEB+fj53796lXbt2tG/fnnXr1mFubs65c+cYPnw4JiYm+Pr6SoE4eXl5JCUl/WfOhSC8DhoaGiWyFLu7uwPq18AtW7agra3NsGHDaNq0KY0bN5aCaFXX46IB7VCYrVSleKab16Fjx46lTvgSBOHd5ObmRmZmJqB+fSnte1vxbFpFlxcEQRBeL3HXRRAEQRDKiYEDB3Lr1i22bduGiYkJVlZWNG7cGD8/P+nGZ3F9+/Zl/PjxuLq60q1btzI46jfjZT8gV61apbZc8dTNR44cUXs+IiJCbYBCEN5FRbNqFP27efPmr1RyYsyYMQwcOJDdu3fTsGFDkb74P2r58uXEx8djbGzMzJkzOXToEJqamoSHh5OXl0f//v2pWLEiTk5O1K5dm6SkJGQyGYsWLWLYsGFERESwfPlyqlevzv3799m1axcbN24kLy8PZ2dnDh06VNZNfCtKG3ABpD4J1PulHTt2lFi2tEFv1WBM0UHs4gPhNWrUKDUTkVB+jBkzhvnz56OlpfVKy//bDBzFAy1etw8//PCVMuz8UxEREaSlpZGfn1/is1CaxMRETp069dL+x9bWlri4OObOnUu/fv0wMjJ63YcsvANKyyDYokULRo4cScOGDWnZsiXz589nwoQJODk5kZqaip6eHufPn6d58+acOXMGMzMzAgMDiY2NxdzcnAoVKlC5cmWgcACrSpUqXL58mWbNmjF8+HBMTU1ZuHAhDRo0wNPTs4zPQEnFJzasX7+e6dOnk5qaytdff42LiwsymYyPPvqIL774gpEjRzJ06FD8/Pxo06YNwcHBdOrUifr16/PFF18QGBjIkydPpNJ2glCelNaXvKzfkMvlREdH/21Guv9V165dyczMxNjYmPbt27+RfQiCILwOIpuWIAjC2yUCcwRBEAShnFANBhobG1O/fn1u375NlSpVGDduHMbGxjx9+pT27duzYcMGsrKyAMjKymLfvn1MmDCBlStXIpPJ1AZfv/jiizJu1dvz+eefM2DAAG7fvs2kSZNISEhgwIAB3Lt3jy+//JLo6GiGDh3K4MGDiY6OJjg4GIDQ0FA6d+7MgAEDUCgUaGpqcvDgQa5evUpQUBA5OTk4OTlJywvCf0XNmjU5f/58iZITSqWyxLIaGhr8/vvv9OnTB2NjYzp16lQGRyz8G4GBgTRt2pTevXuzePFi5HI5ycnJhIWF0bZtWwIDA/Hz85PqyP/000/I5XJpfWNjY/z8/LC1taVz58788ssvPH36lCNHjtC5c+eya5gglBMFBQUsXLjwH60TERGBr6/ve5lRwsDA4JUzqFhaWmJpafm3y02ePPlfHpXwListg+Ann3zC5cuXOXz4MLdu3aJSpUo8ffqUXbt20axZMyIjI1m6dCm6urqYmZlhZGTEypUrOXXqFCEhIeTn5zNr1ixyc3MBsLGxYfHixcTFxeHr60uVKlXQ1tZm7969f3t8CoWCq1evShnZ3gZNTc0SExtUJS2L+uqrr0pkzJowYYIU1A1Qp04dtm7dqraMmFEvlCfF+5KCgoIy6zeKZ8MRBEEor0Q2LUEQhLfr/bs7JAiCIAjlkEwmIzQ0lJ07dzJ8+HCOHz+Om5sbkyZNIjU1lePHj+Pp6YmmpiaTJk2SSlts3boVc3NzGjZsCBTO/AoMDOS3335jypQpZdmkNy49PZ0tW7ZI/+/cuZP4+HiOHDmCoaEhT58+5e7du+jr6/PZZ58RFxcnzQAJCQlh//797N+/n2nTppGbm8utW7eIiYmRskxMnTqVVatWERMTw/nz57l161ZZNVUQJDk5Obi7u+Pq6kqfPn1QKBRqz2tra5Obm8vhw4eZNWsWeXl5/Pbbb8ybNw9nZ2cWL15Ms2bN2LlzJ4sWLeL333+nSpUqhIaG4u/vz9y5c6levTqdOnXC2tqaOXPmAIWDy97e3ri5ueHm5lZqcI9QPiQnJyOXy5HJZAwbNoyMjAw+++wzzp49i4+PzysNHgJ8+umnREVFERkZSZ8+fd7wUQtC+SCXy+nevTtdunTBwcGB06dPY29vj5eXl5SFLy8vj06dOlFQUABAr169SEtLIywsjE6dOtGuXTsSEhI4fvw4iYmJODo6snbtWlJSUnB2dqZTp05vbIZ+WXrx4gU9evTA1dVVGpD09fXlxYsXdOvWDXt7ez777DMA4uPjsbGxwd7ensjISORyuRQAbWFhgbe3Nx9//DEnTpxQ24efnx8pKSml9knPnz/H29sbBwcHevfuLQVSCO+P0jIINm3alLS0NHr27Ennzp0JCAhg0KBB5OfnU6lSJQDOnDkDwKNHj/jwww+JiYmhZs2a1K5dGy0tLTQ0NFi8eDGAVMbJxsYGhUKBkZERycnJPHz48G+PT6FQsGXLFikDXVpaWonMaYIg/O9UfYmFhQW+vr589dVXUr+xdetWrKyscHBwYPfu3QAkJSXRtm1brKysyMzMRC6Xc/XqVaCwvOuuXbtK3Y+tre1ba5MgCMKrSExMLBGI+6pElnFBEIS3S2TMEQRBEIRy5OrVq7Rp0wYovPGblZXF4MGDSU1N5e7duzRv3hwnJyeuXLlCamoqO3fuZMmSJWRnZwPw2WefERISgo+PD76+vnTp0qUsm/NGqQJzPv30UwCqVq3KkSNHKCgowMfHh6ioKOrWrcv169cxNTVFR0dHmrGuoaFBtWrVANDS0kJHR4cBAwbg6+tLo0aNmDVrFpcuXaJfv37SvlJTU6lfv37ZNFYQ/t+2bdvo0KEDkydPZtiwYaUuo62tzc6dO9HV1SU4OJhDhw7RvHlz7t27R3R0NFpaWtjY2BATE8Pjx4+xt7dXW9/ExAS5XI6Ghgb29vaMHTsWAH19fTZs2EBAQABnz57FwsLijbdXeHU6Ojrk5+djYmKCs7OzVI4pNzeXvLw8FixYwIsXL7CxsaFLly5qA5il8fT0xMfHh9zcXJo2bfo2miAI5UJ2djYHDhwgMjKS/fv3q107f/rpJwA6dOhAfHy89F3NwMCA0aNHM2XKFFJSUpg+fTrr16/H0tKS6OhotLW16d27N6tWraJBgwZ4e3tz69atd+p7xbZt27CysmLq1KkEBgZKj9+4cYPatWuzc+dOKahz8uTJREVFUbt2bQoKCtTKad28eZP4+HiePHnCkCFD2LlzZ6n7K94nxcbG4u7ujre3N0uXLmXTpk14e3u/2UYL5Z6mpib16tVj+/bt5OTkcPz4cTQ1NenZsydffPEFLi4u1KhRA4BatWqxfft2Tp48yYMHDwgLC8PY2Jjc3FzkcjnHjh3j4sWLbNy4kZUrV/L8+XO2bt1KVFQUoaGhXLp0CV1dXdatW8fz58+lPtTc3JwlS5awfPlyDh48yM6dO1EoFBgYGLxSqbc3rWj2PJWIiIi3fhyC8LrcunWLI0eOoKenJ2Vu27x5M7/88guNGzdGqVQSExMDQOvWrfnggw84ePAgCQkJ2Nra0rRpU1xnrODOAAAgAElEQVRdXcuwBYIgCP/Mq2afFARBEMqeyJgjCIIgCOVIkyZNpFmbCQkJ5OTkSDM3PT09pQENmUzGwoUL+fzzz9UyGejo6LBgwQJWr17NtGnTyqQN/1TxDCARERHMnDkTmUyGg4MDCoUChUKBg4MDXl5efPzxx9y6dYvly5dz4MABZDIZ9+/fp0KFCty5c4f09HQWLVrEkCFDpH107tyZqVOncurUKVasWMHFixcxNTVly5Yt5OfnM3v2bFasWMEff/xBcnIyJ06c4Pbt25iZmZGVlcXw4cNp27ZtGZ4lQSh07do1zM3NgcKbL9evX5eeU10fVAF9nTp1YtOmTdy+fRsozEKgpaUFFA5UValShQYNGkjlHoruw83NjU6dOpGcnMy9e/eAP0tEGBkZkZ6e/mYbKvxjpqamxMfHM2fOHAwMDJDJZNjb27N69Wq2b99Ox44dad++PX379gWgQYMGeHp6cvHixVK3V61aNSpVqvROB3i+Dv9mdmJpimeDGzly5D9af9u2bTx69AgoHFg9derUazu294UqQFoVVFP02qni5eXFpk2b2LNnj/QZWbt2LXZ2dvj7+0vX3aJUAb8ymYzk5GRSU1PffGPeouLB5SrGxsaYmZnh4+PDt99+Kz1eu3ZtgBJlvoyNjalSpQpGRkY8efLkpfsr3iclJyezcOFCZDIZa9askfou4f2gyj4KhZmV/P39gcIsmaNGjeLy5cscPXqUAQMG0KFDBzw9PbGzs+P58+c8ffoUPz8/Pv30UwwNDWnZsiUDBgzg/v37HDhwAAMDA548eYKhoSHPnj3DxsYGf39/atasSV5eHl9++SUNGjTAxMSEW7du0b59e7S0tFizZg06Ojps2rQJHx8fAgMDqVOnDkqlEkdHRxQKBb6+vgC0b9+eESNGYGlpKWW2W7ZsGdbW1kyaNEnMZheEV3Du3DlWr15NXl4ekZGRBAcHs3v3bvr168eoUaMYO3Ys+vr6tGnThgMHDtCgQQP27t1LVFQU69evJyIigvHjxzN+/HgiIiJYuXIlKSkpdOjQAXt7eymT6NOnT+nfvz8WFhYkJiaWcasFQRDUM4YVzzy5bt06rK2tsbGxke43L1++HGtra1EmVhAEoQyIjDmCIAiCUI54eHjg5eWFi4sLNWvW5Pnz59LMzerVq9O8eXOgsGyCubk5ycnJautv376dxYsX8+zZM+lGb3lXPAPI06dPSU1NRS6Xk5ycTFhYGFOmTOHx48dER0ezYcMGNm/eTGBgIDdu3GDdunXStgwNDTl27BjHjx+nZcuWXLp0iYoVKwKFg2iHDx9m8uTJ/PDDD3z11VcMHjyYjRs3YmZmxr59+8jLy+Po0aOYmZnRpEkTTp8+jZ6eHhMnTsTb21sqISYIZaVJkyYkJSXh5ubG2bNnad68OUlJSUBhOnZzc3P27dvHhx9+yM8//8zUqVOlgJ2ig58FBQVkZWXx+PFj7t+/r7aPpUuXSoNAtra20vpFM6yIUlblT/Xq1dWyThSfhd+7d2+1/3/++Wfp77i4OKBwALMoHR0dqfTM+0Qmk5WaQaA0r3t2YvFscKrMR69q27ZtmJqa8sEHH0izxIV/RnXD+syZMzg6OnL+/PkSy3z88ceMGzeO+/fv8/XXXwOwZMkSEhISuHLlCgEBAcCfmay0tbUxMTFh4cKFGBoakp+f/7dZq/5rVMHlbm5uJCQkYG1tDRQGYI8dOxZNTU2cnZ3x8fFBQ0ODhw8fUqtWLakkmEpKSgpZWVk8efJEym5YmuJ9komJCY6Ojnh6egKIUlblXEREBP3790dTU5O5c+fSr18/jIyM3si+3NzcyMzMBNT7ueJBlWPGjGHMmDHMnTuXChUqMH78eGrXrk14eDgXLlxAW1ubDz/8kPr16xMWFka9evXQ0NDgs88+Y+nSpWhoaFCvXj2MjY357rvvOHfuHAUFBVSuXJl79+5x69Yt2rRpQ6NGjQgNDVUrR/rw4UOpvO6IESPo3LkzERERxMfHc/LkSY4dO/ZGzo0gvEuOHTuGg4MD165do02bNkRHR+Pm5sbUqVMxMjIiPz+fpUuXsm/fPrZs2YKHhweurq60bNmSunXr0qpVK2xtbaXPH/xZKtzPz0/6/ZOWlsaxY8c4deoUa9asEVkqBEEoN4pnnoyKiuL7778nPj6e1NRURowYwbZt21i1ahXx8fEcP36co0ePlvVhC4IgvFdEYI4gCIIglCMVK1Zkx44dao8FBweXWK5Vq1bk5eVJ/xcdfCs++FreFc8A8uTJE+RyuTQz1NDQEChss6amJkZGRqSkpJS6rTVr1mBgYIC7uzvNmzfnwYMHbN68GR8fH0xNTYmNjcXGxoY+ffrQp08fOnbsiIuLCz/++CNQWA6rWrVqVK5cGV1dXQ4cOICOjg4ymUwE5QjlgoeHB7169cLFxYUqVarQoUMHbt++jZubG7Vq1QKgXbt2zJ49u0RAX1GTJk3Czs6Ojz76CAMDA7XnunbtyogRI2jVqhUVKlR4K+0Syp/AwED09fWla/C7rKCgoETWjlddRy6XEx0dzY4dO7CwsODMmTOsWbOG8+fPk5GRwbBhwzh79iw//vgjixcvJigoSK3cSXJyMmPHjkVPTw9fX19SUlKkbHC//vorPXv2JC4uju3btzNjxgw+/vhjLly4QFxcHKtXr2bNmjVkZmYyZ84cWrRowd69e0lOTsbLy4usrCxsbW2RyWT069eP1NRUjIyMWLt2LXFxcXz77bcUFBTw6NEj9u3bJ/q5/6ejo4OrqyvZ2dnMnz+/1MAcKLzWHj16VAomsLKyws7ODjs7O2mZrl274uHhgb+/P7Nnz2bQoEHk5OSgo6PD5s2b36lzXjy4XOX69esMHjyYvLw8mjZtir6+PmFhYXTv3p2KFSsydOhQ6tatKy3foEEDBg0aREpKCkuWLHnl/QcGBhIQEMCSJUtQKpWEhYXRrl2719pG4a/9k2tpREQEvr6+aGpqlrvZ2k2aNGH16tWMGjWK7du306hRI7S1tXnw4AFQmJkwJSWFlJQUmjdvjomJCa1bt+bmzZtoa2uTlpbGw4cP8fDwQC6Xc/HiRZKSkkhPTyc/P7/UfdapUwd9fX2gMEDzwYMHNGzYEC0tLTHoLwivqEePHoSFhXHz5k32799Phw4dOHnyJBoaGsyYMYOYmBhSU1OZP3++FAT6d0orFW5sbEylSpVEFlFBEModVebJKlWq8OTJE+7fv0+jRo3Q0dGhcePGPHnyhAcPHkjfbYpmuRQEQRDeDhGYIwiCIAhCmSqeAeTDDz/E2dlZyhKQm5tLampqiZnRqlnoxbVp04ZNmzahp6dHbm4uOjo6wJ8zq0vL+lHaLPfiywpCeVCxYkW2bNmCtrY2w4YNo2nTpuzZs6fEcqdPny7xWNHsUu7u7ri7u6s9r5oZamxsjKurq9pzRYP/imdVEd5Ny5cv/5/WUygUBAcHq73f/hcymYzo6Gi0tf/8yVo0w0JxcrmchQsXolQqefjwIcOGDSM8PJxKlSrh5eVFfn4+/v7+hISESIGfCxYsQKlUEhQUxM2bNwkPD1crF3Ls2DEmTZpEbm4u/v7+DBw4EJlMhpWVFbdv31ZrY/HZ0zNmzMDb25thw4axZcsWvLy82LlzJw0bNmTp0qXs2bOHZcuWkZWVxbx585DJZCiVSq5fv14iGxzAvHnziI2NJT09XTrG3r17M3DgQJ48eUKvXr3Yv38/rq6uBAcHY2xsLH1Wt27dSqtWrdiwYQOhoaFs3rxZCoTYsWMHs2fP5uDBg/To0eNfvWbvCktLS6kkDqhfO4tmUvrqq6/U1luxYkWJbakycKiUdr1+V5QWXK7qOw4fPqz2uI2NDUeOHFF7TPW+rlq1KpGRkWrPqbJ6Fe2nVIr2Sf/2uvM+e/HiBb169SInJ4eaNWvi4uJCSkoKoaGh0nn38fHB1dWV3Nxc6tSpwy+//MLNmzcZOHAgtWrVws3Njbt377J3716ys7NZtmwZbdq0QSaT0b59e6Kjoxk6dChmZmYkJibi6OiIv78/y5YtY82aNcTFxbFv3z6phNmuXbvIzs5m0KBB3L17lzp16rBu3Trpu/2b4uHhwVdffcXo0aP5+OOPuX//PjVq1EChUKChoUHfvn0ZOHAg9vb2QOF3quXLl5OVlUWtWrWYNGkSBgYG9OjRA0NDQ9q3b09mZiaNGzdmxYoVJCQkqF1joOTvk9q1a3Pz5k0KCgo4e/bsG22vILwrunbtipeXF7dv32bw4MHUqlVL6hfmzp3LhQsXWLRoEUZGRmRmZjJ//nyCgoLw8PDAxMSE2bNnl7i/oCoV/uLFC2xsbOjSpYvIIioIQrlVPPNknTp1UCgU0n3V6tWrU7t2ba5fv05+fj4JCQllfciCIAjvnX82LVAQBEEQBOE18/DwID4+HhcXF9LS0qhduzYGBgbIZDLs7e1ZvXp1qesZGBjw6NEjvLy8ePTokfT4jBkzcHd3x97enj59+rzSMahmub9sX4JQnnTt2hUbGxuePXtG+/bty/pwBOGtiYiIKFH2piilUklUVBRdunTh+PHjHDx4ECMjIx4/flzq8i9evGDHjh04OTmxatUq4uLi1ALWpk2bxvbt24mLi2P9+vW8ePECgJ49e5YIACg+e7patWpUqFCBBw8ecPjwYezs7EhOTmbjxo3IZDJmz57No0ePCAoK4pdffqFfv36cOHHipW3T0tJCT08PIyMjateuDcC+ffuQyWS4u7tz8+bNl6575coVPvroIwA++eQTKeucqakpgJjxLQgC27Ztw8rKir1791K1atVSl9HW1mbnzp3ExsbSsmVLDh06BMC9e/eIjIxk0KBBjB49mpiYGNavX88333wjrfvZZ58RFxfHmjVrsLKywtLSkoMHD9KvXz+1TJj6+vrs3r0bIyMjzp49y8qVK3F3d+fQoUPIZDI2bdr0Zk8EhUFmR44coUWLFjx+/Ji6devSq1cvgoKCUCqVbNiwgdWrV0sBYxoaGuzcuZMuXboAsHDhQtLS0ti9e7dUUk01ez02NpY6der8bYZTbW1tBgwYQIcOHfj555/feDCS8PacPn2aNm3aMHv27FKfl8lkaplxhVf3448/YmdnR7du3fDz86NRo0bY2Njg4ODAkydPmDlzJn379sXW1pbhw4ejo6ODi4sLQUFBLFu2DJlMxpw5c5g5c6a0ze3bt9OxY0fat29P3759y7B1giAIf0+VebJ79+5MmzYNLS0tRowYQceOHenbty+zZs1CW1ubgQMH0qFDB7Zs2VLWhywIgvDe0ShPkd2ffPKJ8uTJk2V9GIIgCIIgvGV5eXlSBpD+/fuLYANBEIS34K+yzCxfvhxfX19yc3MxNzdnyZIlyOXyEuWPzp49q1aKycHBQcqYM3r0aBITEykoKGD9+vU0bNgQW1tb4uLiUCgUhISEEBERwbJly4iIiKBTp04cO3ZMKmdYPMOCs7MzFhYW+Pv70759e4KCgsjJycHJyQlbW1tGjRqFnZ0dcrmc0aNHExAQQEhICE2aNJGy3kyfPl3KcrB//37mzJlDWloao0aN4pdffiEnJwcXFxfkcjkGBga0aNECgAcPHlC1alUqVqzI/v37pTJvqlJWcrm8RLuKlrRatmwZUVFRpKSk8PTpU2QyGTY2NuTl5aGrqyvN7l65ciUTJkxgw4YNANL5srW1Zf/+/aSnp9OpUyf++OMPrKysiImJIScnBxsbG86fP09AQAATJkzAxMSEkJAQbG1tefToERcvXmTatGmEhoZibGyMgYEB0dHRatkwimbGEoRXoVAouHr1Kg4ODn+77JgxY5g/fz5aWlolnouIiMDMzEyk0y9Dc+fOxdzcnC5duiCTybhx4wZaWlrY29vTuHFjjIyMuH//PlFRUTx58oQrV65Qt25dRowYwalTp1iwYAEDBw7kypUrPH/+HCMjIxQKBWlpaVhaWtK9e3dmzZqFvr4+LVu2JCkpiZSUFDZt2sSIESNo06YN3bt35+7du5w5c4Zr164xcuRIFAoFp06dQldXl+zsbLy9vRk9enRZn663QvX76NixY4SHh0uld4W3R3Vtevr0qdRnqvrl/9WcOXP46KOPSmSnVCktY6AgCIIgvIp/20cJgiAI/xsNDY1TSqXyk1dZVmTMEQRBEAShzIkMIG+fQqHg0KFDKBQKfH19y/pwBEEoI6osM25ubmpZZlJTUzlw4ABxcXFkZGTwxx9/SOvs2LEDNzc3Dh48yOrVq7Gzs+PQoUMMHDhQbdthYWHExMQwffr0lw4o5uXlERERQWBgIK1atVJ77q8yLEydOpVVq1YRExPD+fPnuX//PlBYImfChAlqZQb09PQ4cuQIISEhJCUlSY+rSmK9LJ23paUlu3btQi6Xk5CQQMWKFdXWK03RjD49evRg8eLFeHp6AoXlThQKBWvWrGHs2LHs2bOnxOzul2WDmzhxInZ2dkybNk0qQ9WtWzfs7OyYOnUqNWrUAFCb+a3Ss2dPzp8/j52dHUlJSdLxvAv+KoOS8OapvksU9bLXZOHChaUG5UBhUJgIyilbTZo04cyZM+zcuZPs7GxGjx5Ns2bNqF+/Prt27QJgw4YN2NnZcezYMcaOHUtwcDAbNmxAU1OTsLAwxo4di66uLteuXSMsLEytxIvqmtyiRQtiYmIwMDBg48aNBAYGUrNmTdavX0+9evXYv38/hw4dws/Pj40bN2JiYsLEiRORy+UcPXqUoKCgMjk/ZWHRokV06tSJMWPGMH78+LI+nPeGXC6ne/fudOnShZ9++okmTZqwZs0a1q5di4ODAzk5OeTm5uLo6IidnR2enp5S+aPg4GApQ0t6ejopKSk4OzvTqVMnQkNDSUlJYfny5UyaNIlNmzZha2sr7bdoKU1BEARBEARBEN5N/yr8XkND42ugO/ACuAIMVCqV6RoaGo2BZODS/y96VKlUDv03+xIEQRAE4d21b9++sj6E945qMK1p06bSYwUFBSUGnEt7TBCEd4eqnFG9evWoU6eO9Pcff/zBnDlzSE9PR6FQcPv2bbXlVeWPZsyYQWhoKP369WPkyJHo6+tL2/7qq684ePAgubm5tGzZUm2/qgHbBw8eSCm3c3Jy1EoKmpqaoqOjU+o16NKlS/Tr1w+A9PR0KTDn448/5siRI9JyCoWCvXv3cuHCBXJzczE1NWXcuHFUqFCBOnXqsHLlSvz9/alTpw6mpqZYWFhw7tw5unfvjqurKx9//DG3b9/G0NAQQ0NDAI4dO8bUqVOlLDyhoaHIZDImTpzI7du3WbFiBd7e3ty9e5fu3bsjk8l49OgRnp6e6OrqYmFhwZgxY6RBuDFjxqi1rWifqJrx6Obmhru7O6mpqQQGBgKFpbamTZumtq6XlxdeXl4lzldkZKTa/zKZTNp/ecqUI5fLmT9/Pnl5eeTk5DBixAhOnz6tltlHJpMxcOBAatWqhZubGzExMSgUCjQ1NTl48CAODg5StgGZTIZcLiclJUUtw1JwcHDZNvQdsXz5cuLj4/n9998pKCiQXpO7d++yd+9esrOzWbZsGW3atJGyQISGhnLr1i0UCgWNGzdm5cqVUnYnbW3tElm5dHR06NWrFy9evKBGjRq4urqWq/fsu8LDwwMvLy9Wr17NvXv3WLp0Kffu3ePy5cs8f/6cjIwMjIyM2Lt3L3K5nKtXr1K9enXu3LlDixYtuHz5MrNnz8bKygqZTIaFhUWJfeTn53PlyhXs7Ox48uQJ3377rRRoCJCZmcmdO3fo3LkzCoUCpVJJQEAAgYGBLFmyBKVSSVhYGO3atXubp6bMjB07lrFjx5b1YbxXAgICsLW1JTs7m+7du/P1118zbtw4Hj58SL9+/fDx8cHe3h5tbW06derEwYMHOXr0KMuXL8fa2prY2Fiys7Np1aoV3bp1w8jIiC+//JJZs2bx/fff8+TJE/z8/LC1taVz584sXLiwrJssCIIgvKL/Qjaa8n58giAIwr8MzAEOAFOUSmWehobGPGAKMOn/n7uiVCot/+X2BUEQBEEQhNesoKCAwYMHk5qaytKlSykoKMDExIQHDx5w+PBhaSC0du3afPHFF/z0009kZWXx8OFDDA0NiY+Pp1atWvj7+/PDDz9gZWXFo0eP8PPzY9u2bdJgdfHsGYIglD9FM8sU/fvWrVt4eHjg5+eHj4+PFEhTdBmlUklSUhIffPABMTExfPrpp+jp6WFgYICTkxNHjx4lOTmZ5ORkevfujbe3NwkJCZw4cYI7d+6wa9cuKlasSHx8PAMGDODu3btkZGTQrl07Ll++TEREBAEBAaSkpGBnZ0dycjKPHj3i2bNn3LlzByMjI9LS0oiKiqJBgwasWLGCfv36oaenR3h4OAB3797lypUr9OrVC4VCgampKd999x2BgYFSmSqATz75hAkTJgCFgT47duwgLy+PDRs2cO7cOY4fP84XX3yBXC7HxcWF7du3U7VqVZycnPDx8QEKM9O0b9+eRYsW4e7ujre3N0uXLmXTpk3cvHkTf39/fHx8cHFx+cev06ZNm1i6dClZWVl8//33/3j9sqAq8xUaGvrSZRQKhVT6bOTIkXh6epKdnc2BAweIjIzk8uXLpa537949oqOjpTJpMTExKJVKtfdnUaoMSw0aNMDb25tbt25Rv37919LO91lgYCBNmzbF39+frl27Eh0djZaWFs+ePWPKlCmkpKQwffp01q9fr7Ze69atWblyJc7OzqSnp5fY7o4dO5g9ezYHDx4kOzubDh06MHnyZIYNG/a2mvbeqVixIjt27CAqKooNGzZIAVC5ubkMGTKEmzdv0rdvX7y9venevTs///wzRkZGNG/enHXr1jFmzBiOHj3KihUrKCgoICMjg0uXCufqDRo0iEePHpGYmIiTkxMRERGsWLGC1NRUPD09WbhwIcbGxowYMYLt27ezb98+tLS0yM3NRUdHh3Xr1pXx2RHeF15eXkRGRtKmTRv27t2Ls7Mzu3fvRltbm7NnzxIXF0d+fj5ZWVmcO3cOKPzs/PTTT3zwwQfcunWLpKQk0tPTkclkZGZm4unpSdOmTalXrx5nzpyRApyLKppdShAEQShbYnLan/z8/AgODsbY2LisD0UQBOGd8a96GKVSuV+pVOb9/79HAXFnSxAEQRDeosTERFatWvWvthERESFKQbxnoqKisLa2ZsKECZw4cYK8vDzCw8P5/vvvmTJlijTD087OjtatW3Pjxg2mTJmCnZ0dly5dIjc3Fw0NDfr06YOBgQHPnz9n165dhIWFsX37duLi4li/fj0vXrwo66YKgvA/0tTUZP78+Xh4eJCVlfXS5Xbs2MFPP/3E5cuXCQsLY86cOSQlJbFnzx6MjY2xt7dn165dZGVlsWLFCgIDA3FxcSEmJoacnBy+/PJLpk2bxu7du1EoFKSnpzNv3jwsLCzw8/PjxIkT5OfnExsbi4uLCx07dmTPnj3UqlWL/Px8srOzcXFx4cSJEzx79oz169fzww8/EBYWxvHjx9HU1CQwMJBmzZpRtWpVtQxBtWrVktpRdFDso48+Agqz+TRq1AhtbW21MjtnzpzB3d0de3t70tLS1LL1ACQnJ7Nw4UJkMhlr1qzh3r17XL16lTZt2qht/5/o06cPMTExnDx5kg4dOvzj9f8LFi1aBCCdJ0tLS7XsQUVfIwsLC7S0tNDR0WHAgAH4+voSHBxMQUFBieAx+DPDkkwmIzk5mdTU1LfRpPeK6jUBWLt2LXZ2dvj7+0vZtooq+jl88uRJqc+psnJdu3YNc3NzoPA9IbxZ7u7uPHjwgHnz5uHg4MCePXvw8vJi6dKldOvWDSgMQuzRowf+/v7UrFkTgMmTJ/P1118jk8kIDg6mRo0aNGzYkM6dO3PhwgUATExMSElJwdXVlePHj0v7bNCgAZ6enly+fJlx48bh6OiIvb19iWxigvCmOTo6kpiYyPHjx6latSoZGRk4OTnxySef0K9fP+RyOR9++CH79u3j2bNnKJVK8vPzSU9Px8TEhMzMTPT09DAyMqJ27dqYmJhQp04dKlWqRPXq1bl37x4ZGRnS/pRKJTk5OWplNgVBEN5XcrlcLatlWloas2fPBpBK//n5+ZGSkkJERAQrV678y215eHjQo0cPbG1tWb9+PY6OjnTt2pXVq1dL64aEhCCXy5HL5bi7u1OrVi327dvH6NGj6dSpEx07duTGjRtvsNWCIAjC++bfZswpahBQND92Ew0NjQQgAwhWKpWHS1tJQ0MjEAgEaNiw4Ws8HEEQBEF491laWpY6SPFPZnhERETg6+srZoS8Ry5fvoypqSlZWVloampSuXJl2rZtS25uLqmpqVI5FysrK1JSUqhWrRpnzpwhP///2LvzuJry/4Hjr26FFMquLDXMZEvZ1+oKoUhmsqSYJNlnLGMtZGkwhGFkC0XZJvtOcu1rksbYKqHI0mJL+/390e+ebxFjz/J5Ph4ebueec+7nnJZzzufz/rzf2ejo6LBhwwZ0dHSoW7cuFSpUQFNTEwMDA5KTk7GzswNyB7QfPHiAgYFBIR+tIAiv8qpyRl5eXgCMHj26wG3yrm9oaIiuri6HDh2id+/exMbG0rFjR6kkzcGDB5k2bRonTpxAR0eHefPmce7cOXx8fDh58iSVK1fGzc2NU6dOcffuXa5cuUKvXr0AOHr0KHv37sXc3JzU1FQ2btxIjx49ePLkCaVLl5ZKqhw+fJibN28C4ObmBkClSpWIiYnh+++/R01NjYYNG3LmzJl8QRva2tpcvnwZgMjISFq3bg0gXQ/Lli3LzZs3yc7OJjw8XNqufv36BAcHo62tLWV0yLudsbExbdq04aeffgIgMzOTuXPnEhERQe3atQkPD3+nrDlfooiICDp27Eh6ejrBwcH89ddfhIaGIpPJpKxGKq1atWL69OmcPHkSa2tr4uLiMDAwIC4ujviZkGgAACAASURBVHbt2mFiYkK9evXo1asXhoaG7Ny5k1mzZpGZmYmXlxd///035ubmXL16FXt7e/z9/UlISAByvyfz58+nUqVKZGdnvzKzjvB2NDU1yc7OBsh3H+nr60t4eDjR0dH079//pe0KCp561XtGRkZERkZiY2PDxYsXady48Yc+DCEPNTU1QkJCXlr+9OlT6bWrqyuurq753q9YseJLpWlf/B2HgkssrF27Vnpds2ZNbGxs3rrdQsHeJHPZ57TfwqahoUGFChW4du0aycnJPHr0iLlz57Jr1y7WrFnD8ePHuXfvHk2bNsXZ2RkrKyvq1avH9evXMTMzo2jRojRr1gx1dXXu37/PmjVrMDc3R1dXFx0dHbZv387cuXOlz1OVterQoUMhHrUgCMLnqWLFinh4eLzz9kqlkm3btvH7779z5swZDh48iLu7O8nJyZQsWVJaRyUjIwMTExM6duyIpaUlxYsXJyQkhKVLl0oBQp+jnJwc3N3duX79OsWLF2fUqFFSgNP06dNp27Ytcrmc5s2bExISwsCBA+nXrx8///xzvnLAkZGRDB48mOzsbIYOHYqzs7P0Gc+fP8fV1ZV79+5Rrlw5AgMDpWdgQRAE4e385wicmppaiJqa2j8F/OuSZx0PIAtQ5Se+C1RVKpX1gZHAWjU1tZIF7V+pVC5TKpWNlEplo3Llyr3/EQmCIAjCNyI9PZ0WLVpQvXp1TE1N+f7779HT08PGxgZ/f39MTEzQ1dWlVKlSHD2aGx+rCqYoXrw4kydP5syZM1y4cIE2bdqwZs2aQj4i4VMxNjbmypUrZGdnS9mSVANqenp6REZGIpPJOHfuHNWrV6d48eLs3r1b6lSeM2cOJUuWRE1NLd8Amo6ODrt27UKhUBAeHi6CcgThG5GWlkZSUpL0dUGD7lFRUTx79ow7d+5IHaGqvzsLFy5k7969hIWFsXHjRu7cucPIkSP55ZdfsLa2JiwsjDNnzqCtrc3z5885f/485cuXz/cZxsbGWFtbSzMeV69ejZGREdHR0QD5AmtUihYtyt69e6WAwhdpaGjQt29fWrRowebNm6XlU6ZMkTLm9OzZ86Xt3N3d2bJlC23atMHKyorz58/j5ubG0qVL6dixI0WLFn3jc/ulS0tLY8+ePQwYMIBFixYRHx+PQqGQshoVJDo6mlu3bpGTk0OJEiW4efMmly5dIjY2ltu3b0tZcebMmcOWLVvQ1NSkZ8+eREVFYWRkxOrVq4mLi8PLywtVH4O3tzeurq5YWVlhY2NDamoqADNnznzn7DmqGbbfsrp163L8+HHGjh2bb3mTJk2wsLBg1apV7/0Z9vb2HD9+nPbt25OQkCAGAQThAxEZUwtmaWnJ7du3OXbsGC4uLpQsWZLevXvTu3dvDh06RMWKFalcuTLOzs48evQIExMTKlasCMCiRYvIysqiVq1aVKpUiRo1anD06FFKlixJZmYm3bt3Z/To0bRt2xaA/v37c/bsWaZNmyZdTxQKBRoaH3IerSAIwpdDFdSveobKGxzyov3799O+fXu6dOlCRkYGWVlZODo6YmFhwdSpU6lduzZ37txh9erV7Nq1i8GDB6Ovr8/9+/dZuHAhnTt3Jioqih07djB48OB8WRz/+OMPzM3N8fT0LDD74+dk27ZtlC9fnsOHD7Nr1y68vLzYv38/+/fvZ9KkSdJ63bt359ixYwQEBJCZmUlcXByHDx+WJk1MnDiRoKAgjh49ysKFC8nMzJS29fPzw87OjtDQUORyOcHBwYVxqIIgCF+F/7zTVyqVbV/3vpqa2s9AJ6CN8v97XZVKZTqQ/v+vw9TU1KKBH4Bz791iQRAEQRAA2Lp1K3Xr1qV27drs27ePadOmMWXKFKpWrYqrqyt2dnaULVuW33//nd9++43Tp0+TkZGBn58fz58/x9nZmSlTpmBmZkZISIjoAPyG2NnZsWnTJnx9ffH398/3XsOGDdmxYwf//vsv3bp1o1mzZkyePJlu3brx6NEjZs+eTY8ePWjUqNFL+zU0NMTOzo6cnBxKly7Npk2bPtERCYJQmNLS0khMTHztOlWqVMHV1ZWoqCh8fX3zvTdixAgiIiJIT09n1KhRREZGkpmZia2tLW3btiUzMxMXFxfU1dXR1dXl+vXrVKlSJd8+TE1NqVixInK5HDU1NRwdHXF3d6dMmTKcPHmSatWqYWZmJmXUUWUF6ty580ttVWUFAhg4cCADBw7M936TJk04ePBgvmV5AzS0tLQIDAx8ab/fYhBH3rJU48ePR1NTUzq/lSpVKnAbVQYWgJiYGJYuXUpcXBy3bt3i4cOHFCtWjHnz5mFiYoKDgwPq6uro6+ujUCiYO3cuQUFB9OnTh+HDh0vBXzVq1GDPnj0vfda4ceM+8BF/W0qVKsWRI0deWr58+fKXlql+/lW/e4B0D5J3WUFZvDZv3oyGhgaDBg3iu+++e99mC8I3JW/msjlz5jBq1CjKlCmDjY0N9+7dY+/evaSlpbFkyRLq169f4Kz648ePM2bMGIoUKcLAgQOpUKECkZGRdO7cmaSkJPbt24eOjk5hH+oH0axZM8aMGUOJEiUK/NukyvpU0N85Gxsb7OzsiI+Px93dHXj19UcQBEF4WVpaGgcOHGDDhg3s37//teuWKlWKjRs3MmvWLDZv3oy6ujq1a9dm3bp19OvXj6tXr1K2bFlGjx6NUqlEoVCgrq5O2bJlSU1NZceOHXTt2pXdu3fz119/sWbNGmJjY0lMTEShUHD06FEOHDhAUFDQa9tR2K5duyaVOpbJZKipqUkTYVRlZiE3oF5TUxOZTJavHHC1atWYNm0aycnJGBoaAmBkZMT9+/elbS9fvkxYWBhLly4lLS0NR0fHT3eAgiAIX5n3GoFTU1PrAIwFLJVKZWqe5eWAJKVSma2mpvYd8D0Q814tFQRBEAQhnxs3bvDdd98REhJCrVq1gNzBwujoaLKzs3FwcCA8PJzs7GxpxriWlhYNGzYkPj4+38CX8PUbPnw4Pj4+qKurI5PJCsyQlLesTV7t27fn8ePH0tdpaWnS67wlCc6fP/9hGy0Iwid34sQJRowYgba2Ns7Ozpw9e5bQ0FAMDAyksiSurq6ULl2aGzdusG3bNimDllwu5++//0Yul2Nubg7An3/+CeRmzDE1NeX+/ftSxhgnJyeaNWuGlpYWffv2JSAggJs3b9KgQQOUSiV16tThxo0bpKWloVQqMTMz4+bNm1SuXFkKfMn7d8vDw+OldOcvBh8Kn1ZERIT0/88//8zDhw9ZuHAhgFQ+USUnJwcPDw+ePXtG8+bNsbe3JzY2VsrGkpOTQ1xcHM+ePaN79+4YGxvTq1cv1qxZQ+nSpTl9+jQjRoygfv36hIaGkpSURFxcHLq6upw9exYbGxvu3r3LyZMnGTJkCK6urri4uODp6cmxY8fYt2+fNFN2165dpKWlvZSy/cmTJ/z0009oaWlRpEiRAq+Zwodna2vL06dPqVGjBs2bNy/s5gjCF+XFQc779+8TEhKCuro6qampjB8/nqioKCZPniwNPnbv3h0vLy/atWtHv379GDduHNu2baNs2bLk5ORIAXk7duzA29ubgwcP0qVLl9c144vxquehNxEcHMzixYt59uwZCxYs+LANEwRB+AbkDepfvny5lJHsv9Y9e/YsGhoaNGjQAMjNEr17924SExNZtGgRz549Iz09HblcTqVKlXj+/Dl2dnZkZWVRoUIF1NXVqVixIrGxsejp6aGjoyOVK/zcGRsbc+rUKTp16kROTg45OTlS/13eft+8WW2zs7NxdHSkT58+uLu7c/bsWXR1dYmNjcXAwICYmJh8GWoLKtUsCIIgvJv3nRr/F1AUOPD/f9hPKZXKgYAFMFVNTS0LyAYGKpXKpFfvRhAEQRC+bnK5/INnpTEyMuLgwYMYGhqyb98+AJKTk6levToXLlzg4sWLJCcn8/vvv+Pn5ydtl/dhDEBTU5Ps7GyRMecr9uuvvzJ37tx8s2UEQRAKsnv3bmbNmoVcLicyMpLTp09z9epVLl++zIwZMxg/fjzJycmEhISwbt06Nm3ahLu7O7du3SIwMJCHDx+yfft2jhw5QnJyMq6urmzdupXMzEyWLVtGkyZNCAgIQF9fn7///pvjx4+jrq5OaGgojx49Qk9Pj6JFi3L37l1u377N7NmzcXNzIzIykpiYGGrUqEGzZs0K+zQJb0hTU5MOHTqQlpbGpk2bWLJkSb6sRtbW1tK6SUlJ9O7dm4CAAFq3bs2///7L8+fPuXz5Mrdv36ZTp06Ympqira1NYGAg69atY9iwYdStW5fq1avj6elJeno6//77Lz/++CPTpk2jb9++WFpaMn/+fIyNjVm/fj0+Pj5YWVnh6uqar63ly5dn3bp19O/fn4sXL3LkyBHs7OxwdHRk8eLFBAcHc/v2bdzc3HBycqJ9+/af+nR+s1T3uYIgvL0XBzlNTU2lZ4I1a9YQFBQkzbBXyTurXqVs2bLA/8pQ1q1bFwADAwNSUlI+ybF87nr27FlgictXUZWffvLkCSEhIUyfPp1WrVrlm/ggCILwLckb1N+mTRsuXbr0RutWr14ddXV1wsLCsLW1JSMjg4EDB7J27Vp++eUXXFxccHJykjIypqamMn36dLKysmjZsiXm5uYUK1aMU6dOIZPJ2Llz50uf97n+bbazs2PHjh1YWFigo6PDpEmTsLa2RqlUMnXq1AK3efLkCXZ2dmRnZ1OyZElMTEyYOnUqvXr1Ijs7myFDhuQrH+vu7k7//v3x9fVFqVQyY8YMmjZt+qkOURAE4avyXiNwSqWyxiuWbwJE7QJBEARBIHeG97tsk7cjtCD29vb8+eefJCQkUKpUKSZNmkR6ejrLly+nTJkyFClShDJlylCtWjUyMjJYsWJFgfuxtbXF3t4eNzc3afaD8OVRKBT4+PiQlZWVL1V96dKlsbW1pU2bNlKHb1xcHLGxsRgaGuLn50dCQgJ9+/bl+fPnNG/enBkzZuDn50dAQACQm/FCNfNIEISv2+DBg5k+fTorVqzAxMSEPXv2UK1aNRITEylXrhxHjhzByMgImUzG5MmT0dHRwdfXl4oVK2Jra0t0dDRPnz6VAisyMjKwtramQYMGrF69mhs3brBu3ToaNWpEqVKlaN26NVlZWUyaNIny5cvz7Nkz0tLS0NTUxMbGhuXLl7N582aKFy+Oo6MjM2bMkFJsC5+3grIOFJTVSJX9yMXFhXr16lGjRg08PT159OgRK1asoFOnTkBuVsAZM2bg6ekJQPXq1dHW1gYgOjoagKNHj9KiRQs2bNgg7V81eFypUiVpsPnFIOW866kGmQtK2R4TEyO1R1wXBUH4ErxukNPX15fw8HCio6Pp37+/tPzFv5FqamokJiZSpkwZ6dk27zpKpfJjHsInpVAopGemtxEbG4uXl9dbZepTDRB/i6UuBUEQCpI3qN/Hx+e1gTmJiYlYW1tTrFgx/v77b2QyGc7OzlhYWFCpUiXGjh3LP//8Q58+fdi6dWuB+9DQ0KBv3760aNECS0vLj3VYH5VMJnupv/fFCQR5rzOq1y+Wo61fvz4nTpzItyzvNa2gUs1fkjcNfFWt5+/vT58+ff6zb14QBOFtianxgiAIgvCWXgyAWLduHb169SIzM5Ny5cqxceNGbt++Td++fSlTpgw2NjbStmvXruX06dP8+eefBQY+mJqaYmJiQt26dRk3btxr21G0aFE8PT0JDw8nLi6OPn365Evvn5CQ8NI2/fr1A8DQ0FB6f/jw4QwfPvy9z4tQeBQKBRMmTODatWvUq1cPa2trunXrxoMHD5g7dy6rV6+WZsvs3LmTp0+fYmFhwa1bt7h69Srt27enVKlS2NjY4O3tzbx585g+fTq1a9dm6tSpeHp6kpqaipqaGiYmJsyZM4cff/yRZ8+eST/zgiB8HfT09PD19eXOnTs4OTnRqFEjateuzfLly7l48SL79u1j4sSJQG5naOnSpZk0aRL9+vUjMTGRZcuWsXjxYhQKBampqWhqahIQEMDMmTNxd3dn2bJl1K1bl7Zt2zJ06FDu3bsHQIcOHTA1NcXZ2ZmGDRsCkJWVRUhICBERETRp0oTIyMhCOy/Cx2dkZERERAQ2NjaEh4dTq1YtrK2t85W+un//vpSS3cjIiMaNGxMcHCy9D7zUeZp38LiggJyC3lMqlQWmbJ87dy4RERHUrl2b8PDwt86a864DvoIgCO/qdYOcTZo0wcLCAgsLi9fuY8aMGXTu3JmiRYsycOBAKlSo8LGb/VXq378/I0eOpFatWixYsIClS5fy559/Fpi5dsaMGezdu5e0tDSWLFlC/fr12b59O1OmTKFhw4b8+++/HDt2jKioKAYPHkx6ejrt2rXD09OTCRMmcPjwYYoUKUJQUBD6+vqFcLSCIAhvp6CgflUwiCqgQhUoUqNGDSm4Ma+8wfmQG2xS0DNk3s8ZOHAgAwcOfPeGC18lf39/nJ2dRWCOIAgfnAjMEQRBEIR3kJaWxoEDB9iwYQMrV65k586daGlp4enpSWhoKN9//z33798nJCQEdXV1Vq9ezfr16zlz5gwLFix4ZamPuLg4Tpw4Ic0Af534+HicnJyoVq0apqam+YJyXqQaCDI0NHwpGKh79+7cu3ePokWLEhwcTMmSJTE1NcXU1JSIiAgCAgIwMzP7YOdOeH8ZGRl069aN9PR09PT0qFatGjdu3MDV1ZUnT56gUCi4d+8eRkZGBAYGEhERwQ8//ADA48eP0dbWZvPmzbRq1QoPDw+SkpIwMzNj//79ODo6smXLFrS1tcnJyaFbt24YGBjQtWtXvLy8UCqVREdHU7ZsWXbu3PlVzZAVBAGWLl3K5s2befr0KWPHjuXAgQOsWbOGtLQ01q1bR+3atcnIyABAX18fGxsbTE1NKVasGN27d6dPnz5UrVoVc3NzYmJi0NTURFdXV9pGRU1NjaysLMqWLYtMJqNMmTKsX7+eAQMG8OjRI2QyGcuXL+e3336jV69eVKhQQQwEfuXs7e1xcHCgffv26OnpUapUKSpWrJiv9FW/fv1ISkrCwcGBZcuWYWtri4WFBerq6lhZWUlBYx9CQSnbVdkFV69eTdGiRd94X6r7sLZt2751O94ki6IgCEJBXjfICbB8+fKXtiloVn3Lli1fmkWv2m9BA6Nfgzd9Rp40aRKHDh2SSoa9joODA8HBwUycOJG9e/fmm8Dzol9//ZXx48cTFRXF5MmTCQoKYtasWRw5coSUlBTp/Ht4eLBixQqqVKmCo6MjcXFxHD9+nKNHjyKTycSzmiAIgvBVUU0gyszMpF69ejg7OzNixAi0tbVxdnbGysqKvn37UrJkSe7du8e6deswMjLiyZMn9OnTJ981vKBrPcCZM2e4cOECbdq0wc3Njd69exfyUQuC8DVR+5xu0Bs1aqQ8d+5cYTdDEARBEF5LoVCwe/du/vjjD65evcrs2bNJTU0lPj6ee/fuMX78eCwtLZkwYQJr164FcjsuHzx4wLFjx9DT0+PMmTN069YNIyOjfPtt0aLFS52eH6rNwcHB3Lp1i23btuULBkpNTaV48eL4+fmhVCrp378/FSpU4ObNm4SFhREcHMy8efM+eJuEd7dx40auX7+Oh4cH7u7ulC5dmh07dlC5cmXkcjmLFi2iePHiKJVKrl+/TuPGjYmLi8POzo7Q0FAWL17MX3/9xcWLFylfvjzR0dEEBQXx4MEDzp07R3BwMGlpadSpUweA3bt3M3PmTKKioujYsSO9e/fGx8eH8+fP07BhQ0aOHFnIZ0QQCseL2S9iY2OJiYnBysqKlJQUQkND+fHHHwu5le9n/vz5LFq0iIcPH1K/fn1GjhxJ//79admyJRERERgYGODn54ejoyPq6uqkp6fToEED+vTpg7OzM0ZGRmhqamJubo6hoSGjR4+mcePGKJVKMjIy2L9/P+rq6mRmZuarYy8InwOFQsH8+fNRKpUkJiYyaNAgVq5cSbFixdi5cyeDBw/m6tWraGlpSYGwBa3/7Nkz2rRpQ7t27fJlXQwODqZ06dJMnTqV0NBQZDIZK1euBMiXefHw4cPExsYik8k4ePCgCNQRBEH4SFT3dhMmTPjPZ+QxY8bQt29f9u7dy9q1a9m/f/9rS1llZWVhbW3N+vXrGTZsGLVq1aJVq1ZoaGhI95OqEhpLly4lKCgImUyGmpoahw4dwsLCQio90rx5c06ePImZmRm6uroApKSksHTpUh4+fMj69espU6YM3t7ebzTpRxAEQRC+BBkZGchkMjQ0NHB2dpau0XK5HKVSyc2bN+nYsSORkZGEhYWxatUqlixZUmA/d0H94arrsFwuJyQkpMCsdoIgCC9SU1MLUyqVjd5kXfFXRRAEQRDeQUREhPS/kZERmZmZrF27Fg8PD2lW2ouDJgEBATg7OxMcHPzG5Rc+pJiYGC5dukTr1q2lZdnZ2YwePZrIyEgeP35M165dAShXrhzTp0/Hzc2NlJSUd/o8Vafk1zqLsjDFxMRIszIbNmzIqVOnSE5OxsjIiMWLF5Oenk65cuWIjo5GLpdz/fp1ihQpwsOHD7l//z6jRo3i3r17aGpqUqVKFTQ0NPDx8SEhIQEtLS2aNm2Kra0tq1atQk1NjZkzZzJ16lQAaVbJiBEjkMlkWFtb4+TkJDJZCAK5gTmhoaFSYM7mzZvfKDDndRkxPodsGdnZ2dSpU4cBAwZw9OhRnj9/zoYNG7C0tJTWiYuLIyYmhtOnT3PgwAGOHj2KlpYWxYsX58aNG8TFxWFoaEjp0qXR0tJCJpNhaWlJmzZtUFNTo3bt2ixatKgQj1L4LytXrsTV1RXILYPp4+ODurp6Ibfq41AF5Dx48IArV66wYMECJk2ahKenJzExMdSpU4fvvvuOIkWKcOrUKZYtW0bLli3R09MrcP3OnTtz9OhRDhw4QFRUFFFRURw4cIAePXqQnJzM3bt3OX78OFFRUbRo0QJTU1OuXbvGrVu3yMnJISgoiMOHD6NUKl9bjksQBEF4f696Rq5RowbFihXDwMCAlJQUbt68Sb169YDcZ7L9+/e/dr8aGhoYGhoye/Zs7O3tuXr16ivX9fX1JTw8nOjoaPr37w/k3hOmpqaSkpLCw4cPATA2Nmb+/PlUqlSJ7Oxs1NTUSE9Px9bWlt9//52dO3fSo0ePD3FaBEEQBKHQqSY/pKSkEBsbS0BAABs2bGDFihUMGzaM8uXLY2JigoaGBmZmZkRFRQEvX8Nfda0XBEH42MQ0K0EQBEF4B5qamnTo0AFfX1+cnZ3Zvn07nTp1IjY29pXbmJmZMXr0aPr06YOenp5UfqF169bMnDnzo7dZFQykUChQKBQcOHCACxcu8OzZM44cOcKQIUOkoKK8gz6fU3Y9IZeRkZEUHBYeHo62tjZZWVlcvnyZnJwchgwZgr6+Pj///DMKhQIzMzNu3rxJuXLlaN26NREREXTo0IHQ0FDGjBlDTEwM6enp1K1blw4dOkhBOerq6rRt25a2bdvSqlUrmjZtStu2bbl58yaWlpY0b96ccuXKUb58+UI+I4JQOB4+fMiaNWsoW7Ys+vr6ODo6EhAQgKmpKe7u7uzfvx+ZTMa1a9dwcHDA2NgYPT09bty4AUCpUqVwcHBg6NChVKxYEX19fb7//numTJmCXC6nf//+GBgYYGlpyfTp00lPT6ddu3bS51tZWUmBnR+LmZkZDg4OHDt2DDMzM8LCwrCxsUFdXZ1jx44BYGhoyObNmxk0aBBr167ll19+IS4uji1btrB3715GjBghBYX+9ttvbNq0iTp16mBiYoJCoeDQoUMiKOcTycnJee3Xr7Jy5UopkwvkZlL6WoNyVJRKJd7e3piYmHDmzBkmTpxIlSpVmDp1KpUqVWLgwIFkZmbSsGFDAgMDycjIKHD98PBwypYty7Nnz/jjjz9o1aoVy5YtQ0tLi9u3bzNmzBiKFClCixYt8PT05NmzZ/z1119YWlqirq6OpqYmP//8M87Oznh6er7x90wQBEF4N2/6jFytWjUiIyOB3GeyN+Hg4MDixYvp1KnTa9dr0qQJFhYWrFq1Slo2ZswYLCwsmDRpkjQpwtvbG1dXV6ysrLCxsSE1NRV7e3vMzc3Zs2dPviBqQRCEz9Xu3bupX78+K1aswM/Pj0aNGrFr1y6GDRsG5E78U90Dz5w5k/j4+MJsrlCI1q5di729PQqFgpYtW5Kamoqvry+zZs1i8uTJAPzzzz9kZ2cTERFB9erVgZev4a+61qtoamqSnZ396Q5MEIRvhsiYIwiCIAjvwMzMTCpdAnD+/PmX1gkMDJReKxQKILeklaoefN++fenbt2++bVSDnB+Dnp4ejRo1wsLCAnV1daysrBgxYgRRUVF06NCBKlWqYGBgIK0fGRlJv379iIyM5NatW/z8889SDV9fX18UCgXz5s0jJyeHpKQk9u3bR5EiRejWrRvp6eno6enRvn17oqKi6NOnD0WLFqVdu3ZMmDCBWbNmsX37dooWLYq/vz9Vq1bFzMxMGvSdOnUqfn5+JCQksG3bNipXroyfnx8BAQEA/PnnnzRo0OCjnavPnb29PQ4ODrRv3x49PT2qVq2KpqYmampqtG7dGkNDQ7y8vPD29kYul6OmpsaaNWtYsmRJvmWHDh3C2toaKysrAgMDpaCtN/nZPHr06Kc8ZEH4LJUqVQonJyc8PT1xd3dHJpORmJhIYGAgffv2xdTUFJlMxpkzZzh16hSnTp1iypQp/PLLLwQFBfH8+XMCAgL48ccfsbKywsHBAV9fX3bu3Im2tjYxMTGcOXOGKlWq4OjoyIMHD6hWrRpRUVFkZ2dTo0aNT1L+KW+WuDZt2nDp0qWX1jEzM8Pf35+1a9fi7+/Pd999R1hYGHXq1OHcuXO4ublx5coVEfj5EeTk5ODu7s7169cpXrw4o0aNwtPTE4Dp06fT/GZI4AAAIABJREFUtm1b5HI5jRs35u7du7Rt25Y9e/bw5MkTfv/9d+bMmZPvGuDl5YWpqSm1a9fm2rVrLFmyhNmzZ3Pnzh3kcjkeHh54e3sTEhLCnTt3cHFxIT09HTs7O8aOHYuXlxdxcXHExsZiaGiIn59fIZ+hd1O3bl0ASpQoIb3W1dWlWLFi/PPPP9y7dw+lUomDgwO2trbs3bu3wPWTk5MBpE7hpKQkoqKiuHfvHomJifzxxx9kZGRgaWnJjBkzGDduHOrq6lKmrOzsbBwdHenTpw/u7u6cPXuWpk2bftJzIQiC8C2pU6cOp06dKvAZOa9KlSrRsGFDzM3NMTU1faN929jY8PTpUwC8vLyk5ao+AtUz17Rp01ixYgUeHh60atVK2tbOzo74+Hjc3d2B3AwAe/bsyfcZ+/bte+NjFQRB+JRelQ1269atrFu3jpo1a2Jtbc2xY8coVqwYtra2QG5gjrOzMzKZjHHjxn3qZgufESsrK/r06cPWrVsBuHr1KjNmzODp06eMHTsWgPLly2Nvb8+DBw8ICgoqcD/Gxsav7A8HsLW1xd7eHjc3N3766aePe1CCIHxTRGCOIAiCIHwD0tPT0dLSeuNgoIULFzJv3jwOHjyIt7c34eHhHDhwQKrhe/36dWndHTt24O3tzcGDB0lPT6dJkyZ4eHhInYUKhQJ3d3dcXFxQKpUkJCQQGhrK8ePHOXbsGDNmzGDx4sXcvXuXU6dOcf78eYYOHcq5c+dYv349GzdupE+fPmzfvp0jR46QnJyMq6ur9BD2LSpatCg7duwAcjsorly5Qt++ffMFiwF4eHjg4eHxn8tUQWR5A8cEQfhvjx8/Jjg4mICAABITE9HV1eWHH35AT0+P5ORkHj16hI+PD2vWrEFTU5PKlSszcuRI2rZty5YtW6hatSra2tpS4Et0dDTPnj2jRIkSADx48IDevXsDkJKSQnx8PE5OTqxfv14arP9YLly4QFhYGNWrV5eyxKWlpeHj4yOVKlTVcQcYOHAgN27cID09nVWrVqGvr0+vXr1Yvnw59erVo1mzZly5cuWjtfdblZOTg7W1NdeuXaNOnTqMGDGCrl27YmxszMSJE5k0aRLTp08nJiaGokWL4ujoiK+vLwkJCWzfvh0vLy90dHRQKBT4+/tjaGiIqampFETl7e3N4MGDuXPnDpB7DWnXrh3e3t4AzJo1iylTpmBubk779u2ln9c6derg5+eHtbU1KSkp6OrqFto5eld5g8jyvq5ZsyampqaMHj2a7du3c+7cOQ4ePEiNGjUKXF/1OxITEwPA8+fPOXLkCCVLlqRLly74+fnh7e3N/v37cXR0fCkjzpMnT7CzsyM7O5uSJUtiYmLyUY5XEARBeP3zUN5Mgap7oRefvz6UihUrvvTMFhwczOLFi3n27BkLFiz4KJ8rCILwvtLT0+nWrRsZGRno6urSoUMHAgICKFOmDDY2Nty7d4+9e/eSlpbGkiVLePbsGdu3byciIoLOnTtz5swZ2rdvz4oVK3BxcWHu3LlcuHCBNm3a4ObmxsGDB/H09Mx37y18O+rXry9lq1MZPny49Do2NpbKlSvnmywLBV/DC+oPVy0bPnx4vv0KgiB8KCIwRxAEQRDe0pcWvBAfH8+0adPeukyIara3qv6ug4ODVMNXNUD34jp3796lfv36ADRs2BCA7t274+XlhZOTE87Ozujp6VGvXj0AGjVqxJQpU4D/1fvV19enVq1ayGQy9PX1uXz5MjExMUREREilUIT8atasiYuLS2E3QxC+OSEhIRQrVowWLVqQmZnJs2fPePjwIZD7d/Hq1atYWVkxe/Zs0tLSgNya6BoaGmzcuJGyZcsCuZ1LpUuXZsqUKVSrVk0qV2VsbMyCBQuoVKkS2dnZ0mD/zJkzyc7OZuLEiR/t2FRZzFTl8PIOPF29elV6ffDgQTQ0NKSMZnnt3r0739d5/07lnSX+Nvbu3Ut2drY0e/Jbt23bNrKzs/H19cXGxgYLCwtMTEzYu3cvHTp0kMpNlS1blh07drB27VqKFy+Op6fnS8EyqgCS27dvY2JiwrZt2xgwYADFihWTgkHyllKD3GAyVQa7+vXrS2XaVPcH+vr6PHr06IsMzIHce77Y2FiysrJwcXEhNjaW4sWLY2xszIwZMwAYMWIEJUuWJCQkpMD1Ifdnf86cOcycOZMSJUqwf/9+ypQpky+LnZOTE9bW1nh6emJoaCh1Juvq6nLkyJHCOgWCIAjCR3DixAlGjBiBtrY2zs7OXLhwgQsXLlCyZEmCgoJITk7G09Mz38Biz5496dmzZyG2WhAE4b9t3bqVWrVqER8fL004uX//PiEhIairq5Oamsr48eOJiopi8uTJBAUF0aFDBynYJiQkhJCQEDQ0cocumzRpgpmZmbTs4MGD79U+uVwuZTUXvkyxsbHSNXLYsGEsXLgw3/sHDhwopJYJgiD8NxGYIwiCIAifQKtWrd66TNWFCxfIycl575JNBgYG71QiK+9s74cPH2Jvb4+LiwtOTk7S4N2LM8KNjIyIiIjAxsaG8PBwmjVrhqamJnPnziUjI4OWLVuyY8cOKTvEuXPnCqz3W9B+GzduTHBwMACZmZlvfTxfKxGQIwiFp0GDBvz999/Ex8ejoaGBqakpt2/fpkePHlhbWxMSEkK3bt0oUaIEjRo1okWLFhQpUgQ3NzfOnz8vdTZOmTKFLl26EB0dnS+F8rRp03B1dSU9PR1NTU02bdqEjo4O9erVIysrq8A04B+KQqEgJCSEY8eOSSW1goODKVmy5Dtd096HKhinY8eOdOjQ4ZXrJSQkSGUf3tSnPpYP7dq1a7Ro0YJTp07RqVMn4H/XUKVSSXZ2Nurq6pQoUUL6eTE0NEQmk6GmpkaRIkVISEhAqVRy//59jIyMqFGjBlFRUejq6nL//n3KlSvHo0eP8l2bVVQlyywsLAgPD2fYsGH52qBqx5cmbxB2QQFlLwYoqbZ51fp538/rdVnsBEEQhK/X7t27mTVrFnK5nLNnz3L8+HGOHDlCYGAgS5YsoUePHoXdREEQhHdy48YNatasSXx8PGZmZgCYmppKEwbWrFlDUFCQ9DzyJr7E5wnh03gxKMfQ0JBatWoVUmsEQRD+mwjMEQRBEIQP7FU1k992HxcuXCArK+u9A3M+BJlMho+Pz3+Wj7K3t8fBwYH27dujp6cHwPbt2/nrr79ITU3F2dmZihUr0rp1a2mAuqAsCy8qV64ctra2WFhYoK6ujpWV1UfNFCEIn5PXBRuI7CGFq3///vTv3/+V7/fr16/A5b6+vvTq1Ytu3boBubMA7969W+C6e/bseWmZmpoavXr1eocWv73du3dTvHhx/Pz82LBhw2uP90PJycnB3d2d69evo6WlRVpaGk2aNGHdunW0bduWrKws2rZti6urK2XLluX69etMnDiRJUuWkJqayvDhw9HW1mbq1KmEhoYik8lYuXIlhoaGH73tn5qxsTFnz57l7t27WFhYcOnSJVasWEGbNm24cuUKwcHBUmYXFVUHeKlSpUhKSqJq1aoMHDhQmtEaFRWFgYEBjo6OXL16lYULF/Lbb7/RpEkT7O3tGTVqlLSvsWPH8vPPP5ORkUHnzp3zBZYJwudk+PDh+Pj4SINCgiAIhWnw4MFMnz6dFStW8P3330vP/I0aNeLw4cOF3DpBEIS3o1Ao8PHxISsri9u3b2NlZQXAxYsXuXbtGhcvXsTc3JygoCDmzJlDly5dGDBgAC4uLvz444+ULFmSsWPH8ujRI65evcrUqVOZOnUq4eHhODs7c+fOHcLDwxk+fDjXrl3DxMSEUaNGIZfLpUw6qkw4Li4ulCpVirCwMNq1a8fkyZM5e/YsAwYMoGbNmjx+/LiQz5bwtgoqj6aimmhT0Pf4wYMH9OvXjydPnlCrVi18fX0L6xAEQRAkap9TtGmjRo2U586dK+xmCIIgCMJbUygUzJ07F6VSSffu3Vm0aBHq6ur4+vpiampKs2bNqFevHufPn8fLy4tOnTpx+vRpxo4dS2ZmJm5ubvTt2xe5XE6TJk24c+cOMTExJCYm0qhRI4YMGZIv1bWrq2thH7IgCILwDnx9fdmyZQu7d+9GU1PzrbefNGkSV69eZcOGDR+hdf+jUCjYt28fjx8/JjIyknv37tG6dWuWLFkidX7l7Qh9X3mDcZ48eUJiYiI9evQgPj6esLAwunbtyoABA+jYsSPa2to8f/6c1NRUatSowa1bt6hRowaLFi3C3t6eSZMmMWXKFLKystDU1GTw4MGEhYVRrFgxKRtdUFAQVatW/eIz5uTk5NC/f3+uX7+Ojo4Ov/76K5MnT0apVDJ16lTat2+f7/vk7+9PVlYWbm5uALi6ukrnr2LFinh5eWFqasqdO3eoWrUqvr6+NG3alFGjRhEdHc2oUaMwNzcv5KMWPqRvIWDlQwTNfw6fIQjC1+P58+doaWlx584d+vXrR6VKlVi5ciWBgYHExcXRs2dPqUzHl36vIgjC10+hUODt7c2BAwcIDAzE29ubR48e0bx5c+rWrUt0dDQuLi4cOnSI+/fv8/fffzNo0CA2bdqEl5cXQUFBlCxZknXr1vHdd9/h7OzM1KlT0dTUJCUlheXLl/P7778zZcoUTp48SUREBOfOnaNdu3YFBuZ06dKFrl270rRpU06fPk3nzp1ZtGgRpUuXplq1aiQmJhb2KRPewoYNG7hx4wbjxo1j0KBBNG3alJCQkHzXyIK+x6NGjcLBwYHmzZszduxY7O3tad68eWEfjvAfxH2P8CVSU1MLUyqVjd5kXZExRxAEQRA+kIyMDHbt2kXz5s05fvw48fHxDB06lJ07d/LgwQM8PT0pU6YM1tbWdOrUiUmTJrF9+3ZKlChBu3btcHJyAqBr1640b9483+CZp6enlOr6cwqqFQTh9RQKBfPnz0epVJKYmMigQYNYuXIlxYoVY9myZTg7O5OZmUm9evXw9fUtcCaQXC6XOua3bt3KzJkz0dLSwsvLixs3bpCVlcXPP/9Mhw4dyMzMpFy5cmzcuJHbt2/j6upK6dKluXHjBtu2baNy5cqFfUq+eYMHD2bw4MHvvP3UqVPfuw15B5BfN5h84cIFKlSowJEjR+jbty937tx5789+lW3btlG+fHn8/PyYMWMGa9eula6HNWvWpFq1agCkpqYyYsQInj9/zuzZszlw4ABubm4kJycDoKWlRXJyMg8ePEBLS4uSJUsyYcIE2rVrx7x58yhevDghISEsXboUb2/vj3Y8n4pMJmPFihX5lrVv3z7f1wqFQnr9YvnDlStXvrTPEiVKYGxsnK8zzMfH5/0bK3wU7xsQMn/+/A/YmsKTd6Z2eno6c+bMYdSoUZQpUwYbGxtWr14t/e6vWbMGLS0tfHx8qF69Ok5OTjx+/BgzMzMWLFiAv78/+/bt49GjRwDs2rWLtLQ0XF1duXfvHuXKlSMwMJCgoCD27NnD06dPmTZtGiNHjkRNTQ0TExMWLFhQyGdEEITP2dKlS9m8eTNPnz5l7NixHDlyBHNzc0qUKMHatWtJSUkp7CYKgiC8lfr16wPQuHFj9PX1adiwISVKlCAuLo6bN2/i6elJrVq1WLVqFfr6+rRr147IyEi6dOmCTCYjKSkJgMWLF3Py5ElpX9ra2gwfPpxNmzYxaNAgBg0aRM+ePbl///4ry+fWrVsXyH02BEhJSaFq1aoA/PDDDx//ZHzG3jYof+XKlYU+OfTGjRvUq1cPQCqP9qKCvseXL19m3LhxqKmp8fTpU5o0afJpGizkowqaK2iZl5cXrVq1om3btoXTOEEoBGI6jyAIgiB8IA0aNODBgwdUq1YNTU1NDA0NpQ79MmXKULVqVbS1taWHn4iICOzs7GjdujUJCQk8ePAAgIYNG76078GDB7Nx40Z69+7N2bNnP91BCYLwVi5cuPDSILlSqWTbtm3Y2Nhw5swZDh48iIGBAfHx8Rw4cIBjx47x+PFjrl+/ztatW2nRogV79+6VysGp5OTk4O3tzaFDhzh06FC+rBUaGhrs3LmTI0eOUKtWLUJDQwFITk5m48aNjBw5kk2bNuVr5/nz5z/imRAK2507d2jdujWtWrVi8ODBKBQK7Ozs6Ny5M/v27aNZs2YMGjSI3377jQcPHkjXI1XQ0JYtW7hw4QJbtmyhRYsW7N69m+PHj0tBpB/atWvXaNGiBQC1atXi8ePHNGzYkJycHOB/5Zf09fWRyWRUqFABXV1dAMqWLUt6erq0L6VSSfny5bGxseHkyZOYmJiwevVq/vjjD8zNzfH09PyoQUZfAzFD7fOSlZWFo6MjFhYWODo6EhISku/3ecmSJTRr1oyxY8cil8sBmDFjBpaWljRt2pTw8HAgtwN0/PjxNG7cWLpWyeVysrKyGDx4MHK5nHr16tGvXz+USiWDBg3CysoKW1tbKfjtc5aWlsaePXsYMGAA+/fv5/79+2zYsCHfYMK2bduk62j9+vVZtmwZPXr04MiRI6SmpnL69GkAypcvz+7duzEwMODixYv4+flhZ2dHaGgocrmc4OBgAHR1ddm1axdJSUnI5XIOHTrEn3/+WSjHLwjCl2P48OEcOXKE8+fP06NHDxYtWsTRo0fZvXs3urq6GBoaEhgYCIhrsiAIX4aIiAjp/1u3brFv3z6SkpKIjo7m6NGjTJs2TQqecXJyYt68eZQqVQptbW2MjIyIjIwEcstfqeQNPtfV1SU2NpbMzExiYmIoX748pUqV4u7duzx8+JCEhARp3bwBO5BbwjcuLo5nz55x/fr1j3YOPieq5+gXzZ8//60yZRY0keNtPu9DeNXPR14FfY+NjY2ZO3cuCoWCc+fO0aVLl4/Wxm/JiRMnaNq0KVZWVqxcuRIrKyscHBxo2LAhcXFxKBQKPD09AfD395d+N/v27SuVJI+NjQUgNDSUkSNHMmzYsJcmEUVFRWFtbY2lpSXTp0//lIcoCB+VCMwRBEEQhHeQ9yZTRSaTUa5cOelBMTY2llKlSgGQlJREXFwcly9f5vLly0DubJJdu3ahUCgIDw/HwMBA2g+ApqYm2dnZAOjp6eHr68usWbOYPHnypzpMQRDekpmZGf369cu3TDVbS19fP9/r69ev4+DggFwu59ixY9y5c+eVM4GUSqUU+Kea9ZW3k+rkyZN07doVS0tLgoODpaCD2rVrI5PJMDAwyDfzVgTmfP3Kli37UuBXRkYGO3bsoGPHjjx8+BAPDw/mzp3LzJkzGT9+PIcOHaJEiRKcPHmSo0ePMmDAAB49esTx48eZNWsWs2bNIigoSBogUigUH6SMFeR2mp06dQqATp06kZGRQZs2bejUqdMbbf9iNjkdHR0qVqyIXC4nPDychQsXolAoXuoUFl72JQ0AKpVKbG1tsbCwkO6ZVPz9/fHz8yM2NhZnZ+dCauGHsWXLFmrXrs2RI0eoU6cOiYmJ0u9zu3bt8Pf35/jx4/z444/SNr/++iuHDx8mKCiIOXPmSMu7d+/OsWPHCAgIyPcZvr6+hISEUKVKFUaPHs3OnTupWrUqoaGhDB06lCVLlnyy431XqpnaZmZmhISEYGpq+tLAw5QpUxg0aBDu7u7cv3+f6OhoGjRoAECjRo2IiooC/nftVl0/L1++zPz585HL5QQEBHD//n3gfwH1lpaW5OTk0KtXL2kwXRAEQRCEb1NB958JCQlSxs5WrVq9tM3w4cNfup/9kmhqatKhQwd8fX1Zv3497du3Z926dejo6GBlZcWuXbukdX/44Qdu3bpF9+7dAWjatClpaWm0adOGixcvFljyeerUqfTq1YtWrVoxZMgQNDU1cXd3p3Pnznh5eVGuXLlXtm3ixInY2dnRr18/KavK10ChUNC5c2c6duyIlZUV58+fp3Xr1jg4OODv709ISAjNmjWjWbNmhISEAP8Lyi9ock5CQgIdO3aUgvmXLVtGZGQkcrmcyMhIAgMDadasGS1btpQCsfJO+PlY7O3tOX78OO3btychIYH4+PiX1inoezxhwgSmT59O69atadu2Lbdv3/5obfyW7Nq1i7Jly5KdnU1AQABnzpyRJgSqJolcv36dhg0b4u/vT3Z2NqdPn+bRo0ckJSVx/vx50tPTuXv3Lnfv3mXu3Lm0bNmSkydPYmVlxb///ktycjIeHh6sWLGCw4cPc+nSJeLi4gr3wAXhAxGlrARBEAThA1JXV2fo0KGYm5sjk8lYtGgRkDtA6uXlxZkzZ6hTpw6QOzBgZ2dHTk4OpUuXzpfNAnIfblxcXPjnn3+oXr16vlTXgiB8nhQKBSEhIezcuRMzMzMOHz5Mo0aNsLW15dKlSwwZMgTITc9cqVIlUlJS+Pvvv5k/fz4nTpxg9erVpKamsnTpUi5evMjevXs5cOAA58+fZ+PGjezduxcLCwvmz5+PkZER8+bN4/nz5xQrVgxDQ0N69uzJ7Nmz8fHxYdWqVVSuXJkLFy7w66+/kpiYiKamJuPGjWPZsmUkJiZy6NAhAgMDGTx4MFevXkVLS4vAwMCXsvUIXx5V6bSUlBRiY2P5/vvvpcFnyM0GoSpt9mKK5+rVq5Odnc358+dxd3dn2rRpH729dnZ27NixAwsLC3R0dDA2NiYkJAQNDQ2ptCNA9erVcXNzQ6FQYG9vD0DNmjWpUaNGvvf9/f3x8PDAw8MDuVzO8OHDCQ0NxcrKSgp+E758d+/epUSJEvk6+r9GLwaPhIWFSV8/fPiQqlWroq6uni+gc82aNQQFBSGTyfLNGq5bty6ampoFlr8aNWoU/fr1o2bNmmzfvp3169ezb98+srKyaN68+Uc+yveXd6Z2mzZtuHTp0kvrmJmZ4e/vz9q1a/H39+e7774jLCyMOnXqcO7cOdzc3Lhy5cpLpRGMjY1p06YNP/30EwCZmZnS+QXIzs6WSg2amZnRu3fvj324giAIgiB8QSpWrIiHh8cr3//Sy4uamZnly2qhClTeuXNngeuXKVOGjh07Sl8vX74cDQ0NZs2aJQVW5J0wUL9+fU6cOJFvHzY2NtjY2ORb5u/vL71Wlc9p2rTpVzsxKS0tjQMHDrBhwwYpY2RISAjq6uq0atWK/fv3A9ChQ4d85YJUk3OaN2/O2LFjOXnyJOvXr2fEiBFYW1tL5XJXr16NQqEgOzubfv36cfz4ceLj4xk6dCg7d+6UJvx8zLLpYWFhJCQkoKOjQ1JSEhcuXODevXt06tSJXbt2kZmZyYQJE9DR0SEzM5OzZ88SGxtL3759KVOmDL179y70clxfk++++449e/ZQp04dhgwZQufOnaUJgVlZWaipqXHixAkuX77M0qVLmTVrFjdu3OD69evs2rWL8+fP4+joyM2bNylfvjyQm+1bR0eH0NBQ6tSpw5IlS7h69ar0TJWSkkJ8fPxH/TkThE9FBOYIgiAIwjuKjIykc+fOJCUl4ejoiKGhIZBb+3bmzJk0b96cbt26kZGRgaGhIa1atcLT0xNXV1ccHBy4ceMG27Zty3dTmbfmavXq1Tl69Kj09fDhwz/VoQmC8J7u3r3LqVOn8PPzY/r06dy5c4dBgwZJpegeP37MsGHDCAwMpHPnzhQtWpRt27bRvHlzwsLCcHJyQi6Xc/v2bQIDA7G3t8fHxwczMzOSk5OxsrKiSJEiVKtWjWHDhjFu3DiuXLnC0aNHKV++PDo6Oly6dIlr166xePFiXFxcWLJkCXPnzqV27dq4u7uTlZWFm5sbO3bsoGrVqixevJg9e/awZMkSxo8fX8hnUHhfa9euxd7eHhcXF5ycnLC0tJRmyUH+jEvGxsY4OztLmR+ysrLo3bs3Wlpa0uB15cqV85WL+tBkMtlLZeBU8qY0VnXwyuVyaTZWQe/n7cRVXVsL6hT+krLDCC8bM2YMhw4dol+/fqSmpnLv3j3KlSv3yowlgYGB/PXXX6irq+Pr64uGhgarVq1izpw5GBgYSCWJzp07x5gxYz7x0byaKnjE1taWc+fOUaNGDf755x8gN/j79u3b5OTk5Evt7uvrS3h4ONHR0fTv319a/mJqf5WgoCC0tbWlrDvGxsb06dOHUaNGAbmBKJ871UzttLQ0fHx8CgzMGThwIDdu3CA9PZ1Vq1ahr69Pr169WL58OfXq1aNZs2ZcuXLlpe3c3d3p378/vr6+KJVKZsyYke/9M2fOMGHCBDIzM/MNegiCIAiC8GW5c+cOTk5OZGZmUq9ePbp37878+fNRKpXS5IeVK1dSrFgxdu7c+X/s3WdAFNf+8PEvTSUoQgCjYAEFO4IlVkQERQRFjUavHRWJ+rd3BQ0xKPab2AsaTOy9K4q6othRCDFYEEgElSLFDiy7zwuencvCWpIgqDmfN4HZM7PnTBJ2duZXOHv2LEuWLEEul5OdnS21u3zw4IHavT+5XI6fnx+bN29GLpfj4+PD9evX8ff3p0uXLjg5OREaGkpoaCiBgYE8f/6csWPHMmjQIPz9/UlMTCQhIQFLS0uCgoJYuXIlv/zyC/r6+ixZskQtCeND5+HhgYuLC2XKlJG2DRs2jPj4eAwNDaVzKLxdwYqR69evV6sYqaWlhaGhIUCRKpKFk3OaN2/OnTt3pKpOhYP4VRWc9fT0sLS0JCsrC1BP+Hlfjh49ilKpJDs7GyMjIwwNDdm1axebN29mzZo1TJ06lcOHD6Ovr4+fnx+nT5/GxsZGLUhJKD4PHz5kzpw5NGnShGHDhknfL1VViStWrEhubi7ly5cnKSmJChUqYGVlJSWU7NixAxMTE2rUqEFqaioA4eHhxMfHS/dB09PTqVOnDj/88ANVqlQhLy/vtd9jBeFjIwJzBEEQBOEfOHToEHPnztVYbnb//v20bt2a6dOnM3LkSGl7RkYGoaGhbNu2jT179jBu3LiSnLIgCCXA2tqacuXK0aVLFy5evIi2tjZ9+/bl1KlTANja2uLn54efnx/169enY8eObN++ndzcXORyOVXh1NggAAAgAElEQVSrVsXMzAw9PT1atWpFvXr16NevHxcuXEBbW5uTJ0/i7+/P9evX6d+/P+fOnUNPTw8HBwcuXrxI1apVycvL4/79+6xbt46dO3eSmppKmTJlaNy4MWfOnJHmGhMT89FVRRDeztnZmUGDBrF///63jp05cyY+Pj5kZWWhra3N+vXr8ff3V3t4XbZsWamK2/Lly0tgBYLwdqqsXHt7e0xNTenbty+rV6/WeDM/Ly+PZcuWqWV5Hjp0iN9//52EhAQaNmxIeHg4GRkZUtDXh6JHjx4MGDAAR0dHqlSpQosWLaTXdHV1GTx4MK1bt6ZVq1ZS6f/mzZvTtGlTzM3NNR7z7t27ar9/++23mJub4+TkhJubG9OmTWPs2LE4OzsD+QHinp6e72mFxeN1mdrwvwC9wi28IP9mf0EFg/38/f01Hg9Q+/fg6OgoAv0EQRAE4ROgagmsq6vLgAEDuHv3LkqlkgMHDjBv3jyuXLnCqVOn8PHx4caNG4B61ZJ169bxn//8p8i9v27duknvkZqaip+fHyYmJri6uqq173V0dMTNzQ25XI6TkxODBg0CoEGDBgQFBeHq6kpmZiYHDhzgzJkz6Ovrl3qb3oJJE+9CU7VLTddoHyIvLy/8/Pykiq0FJSQkEBcXJ10/l4Q3VYxUKBQ8efIEoMh9a03JOefOnePSpUt06NBBqpijCoYwMzMjISGB3NxckpKSqFixIlA0gOd9GDVqFOnp6Tx9+hQbGxtMTEyA/EqiZ8+e5fnz5/j4+JCUlERycjI2NjbY2NhobGsr/HPx8fGsW7cOU1NTevfuzbVr18jOziYuLg6ARo0akZ2dTadOnShfvjxPnz6lRYsW6Orq4uDgQLVq1UhPT6dKlSpUrlyZCRMmYG5uTu3atZHJZDg4ODBv3jz++OMPhg4dSnZ2Nnp6euzZs4fy5cuX8uoF4Z8TgTmCIAiC8Dc1bNgQAAsLC7S0tKRMYtUX4vj4eKldRsHWAvXr15dKPMbGxpbwrAVBKAkFMzkKt8MAiI2N5fnz52RlZaFQKKQbKCEhIZiammJkZMTLly/R1f3f5XqfPn3w8fFh4cKFtGvXjtzcXB4/fkxKSgrx8fG0adMGyG9r4unpydWrV6lTpw67d++mb9++pKSkEBYWhlKpRE9PT6p+8jFWRRDernHjxkRHR6ttK3iztOADZDMzM/bt26c2VtON0YJV3AThQxITE0NERARr167l1atX9O3bV7pZrKIpy1NLS4uyZcty+vRpRo8ezcGDB0lLS2Py5MmltBLN9PT02LFjh9q2jh07Sj97e3szYsQILl++zMaNG4H8dgCFFazMmJSUpLZN0zWpCMITBEEQBOHfRlNLYNX9P3Nzc8zMzKSfMzIy0NHRUatacvLkSeDN9/5MTEykdk2FAwciIiL47rvvyM3NVQuyKDiHrKwsvvvuO0aOHEmZMmX4/vvv+eKLL97D2RD+ioSEBKl98tuoAl/+qTdVjJw9ezaurq4olUqp5aqKpuSc6dOnM3jwYAICAmjdujXz5s2jWrVq9OzZk7lz5zJ69Gjatm2LtrY2K1eu/Mdzf1fGxsasWrWKBw8eMGzYMKpUqQLAtWvXqFWrFiEhIdSuXZutW7fi6+sr3XcriaChf6P169czfPhw7t69S1hYGPPmzcPBwQE3NzcsLS3R1tZm06ZNfPfdd1SvXp3atWsDsH37dsaMGcPvv/8utbBycnLC0dGRtLQ0fvzxR6k6+LFjx/D09OTYsWOluVRBeC9EYI4gCIIg/E0FH7ZnZGTw9OlTIL/FVbVq1YiPj0dLSwt3d3d+/fVXvvzySwDpS/qKFSuoX79+yU9cEIRSV61aNYYOHUpsbCxDhw7lypUrTJw4ERcXFxQKBY0aNWLUqFFq1U5Gjx7NH3/8wZ07d5g/fz7du3enZs2a9OrVCyMjI6mdnqmpKREREQDcvn2bdu3a8eOPP6Kvr0/lypUBaNmypVT9ZNmyZR9dVQRBEISC6tSpg4uLCz179gTyAwy3bNmiNuZ1WZ5NmzZlxYoVnDlzht27d5OdnU25cuVKfA3/xPLly9m/fz85OTlqQXUymYzQ0FAqVKjAwYMHKVu2LMHBwVSvXh0HBwfOnz+Pk5MTrVq1IjQ0lBEjRjBs2LBSXMnf91cztT8VpZGZLQiCIAifsre1BNaUeFOwakmtWrVeO04lPT2dxMREPv/88yKVTBYuXEhQUBAWFhbY2Ni89n3t7e0JDg6WWg9Pmzbtny79X+fChQtMmDABAwMDBgwYQFxcHGfOnKFs2bLs3buX7t27Exoaiq6uLk5OTmpB7sHBwRw9epSsrCzKlSvHrl27WLduHeHh4Vy8eJFZs2YRGhpKQEAAwcHBQP716pAhQzAxMcHd3Z0GDRowbdo0cnNz8fb2ZsiQIX95DW+qGNmpUyc6deqkNl6hUKCjo6MxOQcgJCRE7fetW7dKP9etW5fBgwervV4SFSPXrl3L3r17efbsGdOmTSMsLIy2bdtSoUIFtm7dyrNnz5g7dy7Xrl2jYsWKav/fCMVPUxvygq2TATw9PYvcV1y3bh3ly5fH0NCQy5cvA5Cdnc2cOXPQ0dHh4MGDUuCjIHzKRGCOIAiCIBQDHR0djh8/ztWrV9HV1cXa2pqBAwfy9ddfS6UbVa0FVEaPHq32pU4QhI9f4QeDlpaW0o2Rgq9VqFBBqn6gUCgYPnw48+fPp3z58ixevJh169axa9cuKfMO4KeffkJXV5fjx48zefJkjh49ir29PRs3biQvLw8vLy/s7e1ZsWIFAwYM4OHDh1SpUoU1a9bg5uYm3RRSKVj9RFRFEAThY+bj48Pw4cNZtWoVSqWSwMDAImN0dHQ0Znm2adOGXbt2UbFiRapWrYqpqWlJT/8fmzBhAhMmTND42qNHj7h69Srh4eGcP3+ewMBAVq9erTamd+/e+Pv707Fjx482MOff6q9kZguC8PFJSEjAz8+vSCs9QRDen7/SElilYNWSPXv28PTpUx48eMCRI0cwMDAoMt7U1BR/f38iIyOZPXu22ms9evSgW7du2NvbY2xs/Nr3HDFihFrrYeGvO3r0KAsWLMDJyYkbN24QGhpKeHj4O7cGq1ixIjt37mTBggXs3bsXHx8fatasSUBAwGvv96akpBAaGoqOjg6dOnXi4MGDVKhQgY4dO9K/f3/KlClTjCtUt2jRIurWrasW5PUxGD9+POPHj5d+79Onj9rrRkZGXL9+vch+4rPzw6KpKvOCBQtKYSaCULq0Srv/ZEHNmjVTXrt2rbSnIQiCIAj/mEwmIygoCIVCwdatW/H09MTMzIwNGzaoZSiHhoYSGhpKYGAgz58/Z+zYsVL/aEEQPl2qvwOCIAiC8Hf5+/vj4OBAhw4dNL4uk8kICAigcePGLFq0iNu3b9OvXz8iIiLUrkdPnjyJnp5ekUxgoeQVzNzu1KkTDRs2xMPDg/3793Pv3j1q1qxJYGAg5cuXZ/LkyWzevJnw8HCsra05deoUc+bM4fTp02hra0ttzYYOHYqpqSl3795l1qxZrFmzhhcvXhASEqLxYaEgCB8OEZgjCB++06dPc/r0abUkmH+quNocCW/24MEDAgICePr0KQ0bNsTAwIDRo0dLr7dv356TJ0+SlpZGq1atiI+Px8vLCz8/P86fP8+LFy8YNWoUEydO5PPPP8fBwYGpU6dy8eJFzp8/z8mTJwkICOCnn35CS0sLJycnZs6cKVWhqVy5MnXr1gXyW5KHhIRgYWFRKufin0pISMDf31+qDiQIgvBvoqWlFaFUKpu9y1jx6S4IgiAI75FMJqNNmzZkZ2dTrVo1jWMcHR05e/Ysly5dYt26dSU8Q0EQSoMIyhEEQRBKgqWlpdRe4cSJExozgN81a1ahUBTr3ISiVJnbp0+fpl+/flJ1vV27dtGnTx/27NnDzp07OX36NJ07d8bHx4eBAwdy6tQpoqOjSUpKQiaTsXLlSqlyVEZGBtu3b2fKlCls2rSJEydO4O7uXqRVgSAIJUsmk9G1a1c6d+6Ms7Mz6enpjB07FkdHR7p06UJWVpba+MOHD+Po6Ejr1q05fvw4OTk5dOnShfbt29O7d+9SWoUgfJoUCgXe3t60a9eOzp07ExgYSLt27WjRogU3btwA8iviTp06lcDAQKKioujbty/u7u64u7ujVCoJDg4mKCiIuXPncuzYMQDGjRvHggULyMrKokuXLjg6OjJ27FggvzVSnz598PDw4NdffyUoKIi2bdvStm1bqRrIo0ePmDt3LpCf7APg5eVFbGxsSZ+iT4KxsTGrVq1iwYIFyGQyLl26JL2mVCqpWLEiDx8+RFdXV2MlG9U19t69e6lVqxZ6enq4uLigo6Mj7QsQHR0t7VMw4Kpx48YcOXIEmUzGjRs3SjQopziu6//OMcT3CUEQ/u1EYI4gCIIgvCd6eno4OzsTHh7O9OnTXzsuIiKCDh064OLiws2bN0twhsI/oWodIAiCIAhCyVIqlXh4eODo6EheXl5pT+e9GD58ODExMQAsW7aMTZs24ezsTJs2bYqU/FY9+IH8KjoymQyZTIavry9nz57l9u3btGjRgoCAAFJSUnBxcQFgzpw5REZG0rFjRxISEqRtTk5OODs7k5CQQEJCAu3bt6dXr14iA7YEjBo1ip07dzJw4EAePnxIeno6jx8/JjMzk6pVq+Ln50dAQIDGh3AxMTHIZDKcnJwYOXIkT548AaB+/fpoa2tjbm5Ow4YNATA3NycjI6PE1ycIgrpXr15x7NgxvvnmG1auXMnz588JCwvjP//5D2vWrJHGKRQKFi9ezOnTp5HJZCxatIg///wTU1NTzpw5IwXxCYJQPA4cOEClSpU4e/YsR44cYdy4cZw9e5YtW7awePFiaVyPHj04efIkPXv2pFKlShw9ehQLCwt+/fVXaczXX3/Nnj17ANixYwdfffUV69ato0+fPoSFhfHixQsuX74M5LfkOXLkCObm5hw8eJCwsDAOHDjAnDlzgPwKK76+vn9rTSIgoqi1a9diZ2dHvXr1ePjwIefPn6d58+YYGxvTpk0bUlNT6dq1KxMnTpSum44cOYK/vz+zZ8/m5s2bNG7cmKSkJFavXk1qaiqrV6+md+/e7Nu3jxMnTmBqasrBgwcB+OOPPzh+/DjdunXDxcWFb775Bk9PT9q3b89//vOf975emUyGp6cnXbt25ciRI2rBngD79++nZcuWtG/fnrNnz75TANns2bNp27YtS5culd6ncCApQMuWLRk5ciSTJ09+7+sUBEH4kOmW9gQEQRAE4VNlYGDArVu3APXsiMIWLlxIUFAQFhYW2NjYlNT03olMJiM0NJSAgADGjBnD8uXL32m/t7VWUImMjEShUNCkSRO19/qQvK6EsCowx9nZ+W8fQxAEQRCEv+7hw4dUqFCBI0eOvHHcP/38Lc3P7169erF7925mzZrF8ePH+eKLL/juu+9o27YtnTp1YuDAgW89hkKhwMvLC4CGDRtSsWJF6VorOjqaFStWkJmZSUxMDIGBgSxfvpwVK1Ygk8mkbTNmzCAlJYXQ0FB0dHRe+17v2qJR1cpVV1fcjtJElbn94MEDhg0bRo8ePRgxYgRdu3YFoEaNGgQFBXHhwgWWLl3KgAEDpOC0OnXq4OrqKl2v5+bmkpSUpFYRqeDPH1Jre0H4t2rcuDEA9vb2+Pr6MmHCBACaNWvG2bNnpXFpaWnExMRI369TUlKoVasWtra29O/fn6ZNmzJx4sSSX4AgfKLu3LlD69atgfwKJ7/88gtbtmxBW1tb7bO0adOmANy6dYu7d+/i7e1NaGgov/76K9WqVSM6Opr169eTl5dHWFgYjx8/xtvbGx0dHaZMmYKzszO3bt0iKysLDw8Ptm3bhp6eHlevXiUhIQFTU1OUSiVKpZL09HSePHny2vZ2kZGRjBs3juzsbDw9PZk5cybBwcEcO3aMZ8+e8f333zNx4kS0tLSwtbVl2bJlJXMyP2Djx4/H3t6euXPncvLkSXbs2EFcXBzjx49HX18fPz8/2rVrh42NjRTYZGxszNKlS9myZQs///wzN27cwMHBgbCwMCD/7/nWrVsJCAhg4sSJTJgwAVdXV7p3786MGTM4fPgwX375Jfb29tjb23Pq1KkSXXNOTg5Hjx7F2dmZ06dPo1Ao6Ny5M66ursydO5ewsDD09fVRKBQsWbKEPn36MHDgQLy9vdUCyHbs2MHDhw+5cuUK586dY+vWrZw4cUItkFR1bDc3N9LS0vD19aVq1aolul5BEIQPjXhCJAiCIAjviZGREdWrV6dDhw78/vvvrx3Xo0cPunXrhre3N8bGxu9tPpGRkWzYsOFv7/8uQTl/NQMnMjJSKsn7Pl24cIEWLVrg7OzMxo0bi2SDA/j5+dGmTRucnZ3JzMzEy8uL0aNH4+bmhlKpZOTIkTg7O+Ph4UFGRgbr1q3jl19+wcXFhdzcXFxcXHB0dKRnz57k5eWpZZgHBgZK2S9yufydgnkEQRAEQdBs6tSpnDlzhiFDhrw1i9Pe3h4vLy9sbW3Zt28fHh4eNG3alMTERACNbQLs7OwYMGAACxcuLLU1uri4cObMGVJSUqhQoQIPHz6kSZMmQP6D3Pj4eGmspmCL1NRUEhMT6dKlCxYWFmRmZqodX1N1lddVXLGzs1MLyhEZ1+/P2rVrpTY2Xl5efP311xw7doxevXoB+cHv7dq1Y8yYMfTp04eGDRsSHh5Onz59sLOzo3Llyjg5OdG+fXt++umnUl6NIAhvo2qDEhUVxcCBA4mIiADg2rVr1KpVSxpnamqKra0tp06dQiaTERUVRU5ODhMmTGDLli0cP36c5OTkUlmDIHyK6tSpI7U1UigUrFq1CplMxvr169UCWwsGcCcnJ1OpUiW8vLwIDAykY8eOTJkyhS1btpCTk8OhQ4eoVq0ap06dwsbGBm9vb7766itevnxJVlYW6enpALRp04bDhw9Tt25dmjRpQnp6OitWrGDdunVvnbOqHdPJkyd5+fIl8L8qPOnp6Tg5OXHmzBl+/PHH4j5lH7WCQZL37t1j2LBhtGvXjt27d/PgwQO1sWZmZlSqVAljY2NevHjxxuMWrFSYlZVFfHw8jRo1QkdHR3qtpDVp0kQt2NPV1ZWHDx+SmppKjRo10NfXB/L/27537570/aNZs2ZStUZVQNoff/xBo0aN1LZpOrZSqaRSpUoiKEcQBAFRMUcQBEEQ3ovs7Gz09fXZuHFjkddU2cQymQyAoUOHMnTo0Pc+J1U2xpsolUq6devGxYsX0dbW5vPPP6dOnTq4uLhw48YNIiIiaNy4MUqlkry8PFavXs3Dhw9ZsGABeXl5tG/fHmtrawwMDAgKCqJfv3506dKFjRs38vLlS4YOHUpycjJmZmZs3ryZdevW8fjxY86cOcPw4cOJjo6ma9eupKenExISQvny5Ytl7UePHmXBggU4OTkRHR3N5cuX1bLBR4wYQVxcHOHh4Wo3Wdq0acOKFSs4dOgQ1atXZ/Xq1Rw7dow1a9bg4+NDzZo1CQgIQKlUcvjwYSmj5vTp09jY2KhlmHft2pWnT59y4cKFt1YSEgTh9YYMGSI9bGzcuDGXL19W6/f+6NEjNmzY8LdLfAuC8OFTVderX78+lStXfm0WJ+RX17l06RLXr19n9OjRXLt2je3bt7Nz504GDRoktQnIyMhg6NCh7N+/n8TERC5cuICBgUGprVFXVxdLS0sWLVpE9+7dOXfuHBERETg6OnLjxg3GjBkjja1YsaJUnTE6Opr27dtjZmbG4MGDsbOz48aNGyiVSvT09N5YXeX333/XWHFFW1sbmUzG0qVLUSqV+Pj4sGjRIuRyObNnz8bNzQ25XI6Pjw/Xr1/H39+fLl26cPnyZaZNm0Zubi7e3t4MGTKkhM/ix2f8+PGMHz9e+j0jI4NOnTphamoKUKSNGSBlaAP4+voW+fxTZdU7OTnh5OQEIFVSEgShdOnp6eHm5sarV6/Ys2eP1BKkQoUKbN26VQqq1NbWZuLEibi4uKClpUX9+vUZN24cw4YNQy6XU7NmTSpVqlTKqxGET4enpyeHDh3C0dGR8uXL07x5cxwdHXF0dHztPg8ePCAkJIT09HSaNGnC6tWruXPnDmXLlqVGjRr897//pXLlyri4uJCenk5qaioTJkxALpdz4cIFbG1tgfwAh7i4OOLj40lOTqZevXq4urpy9OhR9u3bR0JCgsYg6fj4eCZNmsSLFy+4ffs2KSkp0vEA2rVrR1hYGP369aNz587vVH3x36JgkKSVlRW5ubls3boVX1/fIhUGVQHxXl5eUpvXgkHymsZC/v1WKysroqOjadasGTdv3nwPK3k7bW1tKdgzJCQEHR0dcnNz0dHR4c8//+TVq1eUK1cOhUJBzZo1iYiIoEGDBly7dg1vb29u3bolBaTVqFFD+g5y48YNAI3H1tLSElXEBUEQ/j8RmCMIgiAIxSwpKYnvv/+elStXlvZU1KhaRd25c4fk5GTKli3L7t27MTQ0xM7ODjs7O86dO4e9vT2tW7fG0tKSn3/+mcTERM6ePYu7uzupqamkpaXx8OFDmjdvjp2dHWZmZnz55ZccPnwYJycnsrKyaNu2LS9fvuSHH37g3LlzXLp0iatXr+Lp6Unfvn1ZvXo1u3fvxsfHB7lcjre3txSodOjQIebOncupU6fo1q1bsax91KhRBAQEsGHDBmxtbaVscIAqVaqolSnWVJY4JiaG7du3ExISglwup1WrVmrHf/78OT4+PiQlJZGcnIyNjQ02NjZqGeZfffUVBw4c4PTp0/j5+RXLugThUyeXy4u0O9mzZ48UmKO6+aOiUCioVKmSCMoRhH+Je/fu4e7uDmjO4gSwtramXLlymJubU69ePbS1tTE3NycmJoa4uDiioqJo37692nHr1KlTqkE5Kr169aJ37948fPiQ1q1bM3jwYHJycujatSsWFhbSOBcXFxYtWsTVq1ff2CKqYcOGzJgxgz59+rBjxw6puoqWlhZ9+/bFx8enyDZDQ0PpYcXrSt+7ubmRmpqKn58fJiYmuLq60rBhQ7766itiYmKoUKECHTt2pH///u/9nH1Kbt26hbe3N/PmzSvtqQiC8J7Y29urtXIufA/ByMhICq5zd3eXPvNUzp079/4nKQifGJlMxg8//EBqaiq3bt3C0tKSe/fuYWlpSfny5YmJiaFWrVokJSVhZWWFnp4eqampKJVK1q5di6WlJUZGRlhaWuLq6sqLFy/Q1dXlyZMnZGZmUrlyZXr37o1cLsfR0ZH09HRiYmKoW7cuMTExVK9eHTMzMxITE/H19eXbb7+lWbNm5OTkoK+vj7a2NrNnz2b16tUsW7aMvLw8mjdvzuHDh9mxYwd+fn4agxxWr17NtGnTcHJywsHBQQooUY3Ny8tjzpw5QP7fHhGY8z8FgyQ3bdpEjx49uHbtGhUrVsTGxuat+zdv3pzu3bszadKkN46bPHky/fv3lyru6OnpFdcS/hJNwZ4rV65kxowZtGvXDgMDA7799lt8fHzo168f69evp1GjRrRs2ZJbt25Jx6lSpQpNmzalbdu22NnZvfHYgiAIQj4RmCMIgiAIxczCwkKqivMhCgwMxNvbm7i4ODw9PfH39+fWrVtYWFjw8uVLTp8+TZkyZTh27Bg6OjqULVuW2bNnU6ZMGWbMmEFUVBRZWVmYmZmRkZHBnTt3uHXrFi4uLty8eZOxY8dy//59Hj58SLdu3Xj69CmxsbHExMQQERHB2rVrefXqFX379qVixYpqc1OVctXUcuGfMDY2ZtWqVTx48ID+/fsXyQa/efMmhw4dYvTo0QBFbmDUqVOHQYMGSV+yc3NzuXLlipR1HhISQu3atYtk1BS8WdKzZ0/69+9Pbm4uNWvWLLa1CcKn5ocffmD+/PlSVYZly5ahUCiYNm0aL1++5OnTpxgZGTF9+nTmz5/Po0ePcHNzIykpifT0dLZt28aUKVMwNjbmxo0bdOvWjV9//ZX58+fj5ubGmjVrCA4Opl27dlL1LEEQPk5vy+IE9YBbTVmrX375Jbt37wbyP9+BDyaj093dnWfPngFQoUKFIn+v/P39pZ/Dw8OL7K+pOsrbqqsU3iaTyaRA6cKl7wFSUlJQKpWYmJhQvXp1ACkoOT09HU9PTyC/rH1qamqROSoUig/mfH9o6tat+07fKYKDgxk0aNA7nUdVoH7BQAAhn4ODw2vPd8FzPH/+fAYOHKgWHCcIgiB8XJRKJXPnzmXkyJE4ODjQs2dPtm7dytKlS1m3bh0+Pj788MMPfPfdd4waNeq14xcvXszs2bOl9qEhISG8ePGCvLw8lEolV65cQalUoq+vz8yZMxk6dCg3b94kLy8PExMTVq9eTW5uLmXLlmXevHns3LkTyK/c4uvry/3798nJyeH58+dMmjSJ8ePHExsbq7FijoeHB6NHj6Z+/fpqFWVVrly5wsyZM8nNzRVVnAspHCSpam9bkCpIsuC1gurafMmSJUW2FbxOV1XWkcvlXLp0iby8PNq0acMXX3xRTCt4NwWrJ2oK9uzRowc9evRQ23b06FG13wtXXdR0Tanp2B/yfXJBEISSJAJzBEEQBOFfJC8vT2o9UL58edLT07l79y4GBgYcPXqU7t27c/XqVRo1asTZs2cxMTHh8ePHJCQk8PLlS/T09GjYsCHOzs7s3bsXpVLJtm3b6NKlC//973+xsbGhf//+dO/enTJlymBgYEBUVBQDBw7k8ePHuLi40LNnTyD/4dfOnTvJzs6W5lf4gVlxWbt2LXv37uXZs2dMmzaN2NjYIhniNWrUoE2bNpQtW5a9e/eq7e/p6cnYsWNxdnYG8tsMtGvXTso6X7JkCXPnzn1jRo2hoSHlypUTN0AE4R3I5XIePXqEqakpycnJyOVyqlevTnp6OsuXL5cC9+bPny/tU7NmTe7evcvx41yPSYQAACAASURBVMd58eIFUVFRWFpaAnDkyBFGjx5Nhw4dCA4OJjw8nGvXrkltbwRB+Di9LYvzbczMzPDw8MDR0REdHR2cnZ2ZNWvWe5zxx0FT8MaRI0fYsWMHYWFhWFpasmHDBlxcXKhWrRqdOnUiLS2NxMREVq5cSWRkJEuXLsXExIQjR45w5swZ5s+fz9dffy0FGrVs2ZLGjRujr6/P0qVLS2upn4Tg4GAGDBigFpgjAp6KV8FzPH369NKejvCJKPiAVBCEkqVKCrO2tqZhw4bo6elhZWXF3bt3OX/+POHh4fzxxx/8/vvvPHr0iI4dO2ocn5GRgampKa9evSIuLo62bdtibm5OcnIyUVFRBAUFcfToUS5evCi1gLeysuLRo0c4ODjQpUsXxo4di4mJCfv378fGxgZra2saN27M2LFjCQ8P59tvv0VbWxuFQsGoUaPw8fHh6tWrUqCDKujD2toaNzc3tXUWDKJwdHQUwRGlLC4uDm9vb54/f86wYcPeWOlSEARB+DSJv/yCIAiC8B5FRkYSERHBsGHD/vYxxowZw/Llyzl69Ci+vr6MHj36bx8vMjISQ0NDTExMSElJITk5mQcPHkjtGtq0acO5c+eIiIhAS0uLr776CplMxtixY5k0aRLXr18nNTWV8PBwdHV1uXLlCm3btmXTpk08ffoUY2NjateuTVZWFrVr15Ye2LRq1Qp7e3uGDx/OqlWrUCqVBAYG0rJlS7y8vPjtt9+kgJ33Yfz48YwfP15tW+EM8blz56r9rrq5AfkBQ6oKOwUVzDp/U0aNip6eHr17937neRe3t2VJjx8/niVLlkiZ7pB/I8ff318KcBCEklC7dm1u377NkydPqFy5MgAvX77UmBmoonqwERsbS3JyMk5OTmRkZJCbmytV4UpLS6N69ero6Ohgb29fEksRBOE9sLS0lD5j35bFqXoAUXCfgg9DhwwZwpAhQzTuI+TLzMzk+vXrDBw4kEmTJuHh4UH//v159eoVjRo1onHjxsybN4+pU6dy5MgRNm/ezLNnz7h37x6enp5ERETg7OzM9u3bpczgtLQ0fH19qVq1aimv7sOhUCjw8fHh7t27fPbZZ0yaNElqfxoQEECHDh1wcnKiVatWhIaGMmLECGxtbYmMjMTFxQVvb29OnTpF+fLluXPnDkePHmXgwIEkJSVhYWHBL7/8UsorLF4ymYwlS5Ygl8vJzs5m9+7d+Pv7S993tmzZQkZGBkOGDMHQ0JDk5GS2bduGlpYWfn5+bN68GZlMhkwmU8tqDwwM5Pjx47x69Yo1a9aQm5tb5Bz7+flhZmZG//79efLkCfb29ixbtozg4GBCQkLIysoC8gPaCiYeCIIgCB8GTRUVtbS0SExMpG7durRq1Yr9+/cTGBhY5P5JwfETJ06kcePGAOjq6nL58mWMjY0ZM2YMt27dYuLEidy/f59mzZrRs2dP5s2bh1KpJDs7m3v37mFkZESFChXIyclh4cKFUlXp7777jhEjRvD48WNiYmLYsGEDnp6e5OXlYWhoiK2tbUmcpn+FkgySrF27ttp9REEQBOHfRwTmCIIgCMJ7ZG9v/48f/qoCQvbv38+2bduoW7fuG8e/KUO2QYMG7Nmzh/Lly+Po6MilS5do164dQUFBQP6NhXr16hEQEMCSJUu4ceMGOTk5HDlyhE2bNhEbG6vWzknVD3nhwoVq72Nra8vBgwfVyufq6+sXCVQBOHfunPSzppYLnwofHx8qVapElSpVSnsqGikUCn744YfSnoYgAPltZOrUqYORkRGPHj2iTJkyvHjxAm1t7dc+4FIFlNWsWZMqVaogk8lwcHDg559/BvKrcJmamnL//n0UCgW//vpria3nU/IubVAePXrEhg0b8PX1fWNrEEEQPmxBQUEsW7aMxMREypYtS5kyZdi8eTOZmZkMGjSIzMxMoqOjCQ8PZ/DgwXTq1ImqVavi6enJ7du3OXHiBAsXLsTW1pb09HRcXV2pUqUKOjo6VKpUSQTlFHLgwAEqVapEUFAQCoUCR0dHTpw4AYCbm5tUdbF37974+/vTsWNHwsLCsLe3JzQ0FF1dXU6dOkWbNm1YsWIFu3bton79+mzbto2AgAD27NlT4i0T3rdXr15x8uRJduzYwcqVK3n+/DlhYWFs3ryZNWvW0KdPHx49esTJkyeJiIhgwYIFb614M27cOGbMmEFsbCzffvstW7ZsKXKOAdatW0efPn0YOHAg3t7eUhW+SpUqsW3bNoYPH86vv/6KnZ3dez8PwrtTJb0IgiBooq2tzcWLF4mNjeXPP//E19f3nQIsv/jiC4YPH86SJUvo1q0burq61K5dm7Fjx7Jr1y5OnDhBbm4uWVlZ1K1blwYNGmBlZcWdO3fIzc3l/v37dOrUicWLFwPQvHnzIslfIqBDEISPUXBwMHK5HG9v7zeO0xQwLwifIlHXVhAEQRDeI5lMhp+fH0FBQbRt25a2bdtKX67t7OwYNGgQdnZ2REZGvnab6qHmwYMHGTx4MOfPn+fw4cM4OjrSunVrjh8/DuS3BBg5ciSTJ0/WOJfs7GyMjY2lNk2pqanUqlULgMGDBwNgamoqXSjb2dkRFhbGtGnT8PT0xNPTk4SEBJydnXF2dubYsWMa38fDwwMXFxeNPa3/zdatW/dBBL5ERUXRuXNnnJ2duX79Ou3bt6dXr14EBwfj5OSEXC4nPj6eli1b0r17dxITE4H8aiV9+/bF2dmZPn36kJubW8orET51urq6jBs3jkqVKmFsbEyLFi0AsLGxoUqVKqxYsULjfvXr10dfXx8nJyeio6P56aef1I45ePBgWrduzdatW6XgQqF4Va5cuUhVMkEQPi6ZmZkcPHiQH3/8kR49eqClpcW2bduoV68eaWlpVK5cGblcTlhYGP/3f/+HUqmkRo0aREdHA3Djxg0g/9rS1taWU6dOIZPJiIqKQktLq0TbLEVGRrJhwwYg/7oa8qsE5uXlIZPJiIuLA+D48eMcOXKkxOZV2J07d2jdujWAFIhqaGiIoaGhWjXDhg0bUrZs2deew6ZNmwJw7949mjRpAkCzZs2IjY19zysoeaoqBfb29mzatEnjem1tbdHV1cXe3p7Y2Ni3ts795ZdfcHR0xNvbmwcPHrz2vV93flXtUVTV+oS/5k3VEYuDCMoRBMHJyYmAgACcnJw4dOgQ3t7eeHl5cfDgQaZMmcKOHTuoWbMm7dq1Y8SIEcjlcuLi4jA2NubQoUMoFArWrFlD/fr1MTY2Jjg4mLFjx+Lv7096ejo6Ojp4eXnx5MkTTp06xfXr1/Hz82PBggWUL18eXV1dvvnmG6pVq8bOnTuxtrZm3759UlCOIAjCp+J9X9cJwsdIVMwRBEEQhPdM9WAjLCyMjIwMhg4dir+/P/Hx8Vy+fJmIiAg2bdqEvb09jx49KrItOTmZW7du4ebmhp+fH8uXLycyMpLTp0+jUCjo3Lkzbm5uxMXF0bNnT6ZMmVJkDklJSXz//fesXLkSOzs76aGJiqZKNZq2vcuNzNJ8oCG8XcHM4hMnTpCSkkJoaCg6OjpSZZFFixaxZMkSWrRoIWX5BgUF4enpSd++fVm9ejW7d++mb9++pbkU4RNVsPXct99+y7fffqv2+rVr16SfR48eDeQHQapYWlpKgY0FqcZ4e3szYsQILl++zMaNG4t59v8OqgC/7Oxstm3bRr9+/cjNzcXMzIydO3dy//59qU2IIJQmJycnqcqFiqa2jSqJiYl0796dVq1a/esf3sbFxXHz5k0mTJhARkYGhoaGdO7cmfT0dObPn4+HhwfLli3Dzc2NatWqYWFhQZUqVWjatClt27aVrh+0tbWZOHEiLi4uaGlpUb9+fVauXFmia9FUwVIVLK2qrlazZk3c3NxKdF6F1alTh0uXLtGlSxcUCgUKhYInT54AkJeXJ40rnLmvp6dHXl6e9N+5KmCnZs2aRERE4OHhwbVr17C2ti6hlZScqKgo6Z8DBw4kIiICyL9WUCUg/Pbbb+Tl5REVFUWtWrWoWLEijx49AijynQhg1apV3Lhxg3v37jF8+HCg6DmG/53fBg0acO3aNby9vbl169ZbA3+Eom3IFi9ezKRJkzAxMcHd3Z3q1asXaeMWHh7O1KlTKVOmDCNGjKB3796MGjWK27dvS5VZY2JimDBhAgYGBgwYMABHR0cGDRpE2bJl6dixIzNnzpSSXgq3hRs2bBgHDx7ku+++o2nTpvz++++i4p8g/EsdP36c7Oxsjh49iqWlJefOnWP37t0MHDiQ69evs2HDBsLDw7ly5QqXLl0CYPbs2Rw8eJAKFSrQsWNH+vfvD7y5yl27du04d+4c2tra4vNCEISPRuH2u0+fPpWumZycnJDJZDg5OdG8eXMePHggVf0EmDNnDqdPn0ZbW5uNGzdiaWnJ0KFD+fPPP6lRowbVqlUrrWUJQokRgTmCIAiC8J6pHmy0b99e2mZvb4+trS1lypRRy6a0tramXLlyb8yw9PX1xdbWVrqwTUlJQalUYmhoiLGxscZ9LCwsxI1FAVDPLF6/fj12dnZFHk7GxcXRuHFjdHV1adSoEQAxMTFERESwdu1aXr16JYJyhI/W8uXL2b9/Pzk5OWzatKm0p1MiEhISpECZ4mjhUDDAb+PGjRw+fBh9fX38/Pw4ffo0NjY2xTRzQSh+b6peFxYWJgXv/dtZWVnx2WefsXv3biC/hWlaWhpDhw5l1qxZbN++nc6dOxMcHKy2n6Y2d+7u7ri7u6ttK+7rUplMxg8//IBSqeTx48eMHDmSjRs3Uq5cOSZPnsypU6fU5ubk5MSJEycIDg5m3759dOjQAVtbW+RyOYMHD8bNzU0t4FBTIFdx8/T05NChQzg6OlK+fHlmz56Nq6srSqWSOXPmvHY/Dw8PunfvXqQ8fI8ePaTghCpVqjBt2jTCw8Pf9zJKlJ6eHm5ubrx69Yo9e/Ywe/Zs2rZtS4UKFdi6dSuZmZlUqlSJ7t27k5qaypYtWzAyMqJ69ep06NABa2trKleurHbM5s2b4+joiKOjo7RN0zn28fGhX79+rF+/nkaNGtGyZUtu3bpVYmv/2L0pWcDBwaFIG7fp06dz4MABTE1NUSgUHD58mOrVq7N69WqOHTvGmjVreP78OQsWLMDJyQmlUsmGDRvw8fHBy8tL40Pvgg/Mhw0bxoIFCwgLCyMzM1NKUhEE4dPxprbvBR0/fhw3NzdSU1Np2bIllpaWmJqa8vLlS9LS0qhRowa6urpShTrIDxD19PQEIC0tjdTUVCC/ipqenp7G9506dSqDBw/GxMSEuXPnYmBgUEwrFQRBeH80td/VpEePHrRq1Ur6vhgdHU1SUhIymYyYmBgCAwMZNmwYOjo6hIaGMm/ePHJyckpwJYJQOkRgjiAIgiC8Z1ZWVuTk5NC3b1+GDRtGaGgobdq04fr165ibm/P48WPy8vLo1asXcrmchg0b8scff6BQKOjfvz8PHjxgypQpPH36VGoLULZsWYyMjDh37hw6OjpMmzYNLS0t1qxZwy+//ELZsmXZvXs3hoaGpbx64UNTMLPYxcWFmzdvFhljZWVFVFQUzZs3lzKJ69Spg4uLCz179gQQrayEj9aECROYMGFCaU+j1BRHFZCCAX4nT55k2LBhJCUlkZycjI2NjQjM+QdUN60KVqv7J/bv34+joyOff/55sRwP8gMgqlevTs2aNYvtmMWlcPYewKxZs9QqIqiq6GRkZDBs2DCePn1KvXr1WLhwIXPmzEGpVCKXy6WKXP9WxsbGNGvWDEdHR3R0dHB2dmbWrFlFKuJ8SJRKJQcOHGDevHlcuXKFU6dO4ePjI10/F6atrY2XlxcODg506NBB+v9PV1e3SMBhx44d3/v8tbW1pZZbKp06dVL7vWCFONXPBSvNqa7TID9oZceOHWr7Ozk5fVIBB/b29moBV4WrMWVmZlK1atUiFdw0VcxTBYutX7++yGuvO8dHjx5VG1fwb7e/v/+7LeJf6k3JAqo2boBaUJypqSmQ//9KTEwM27dvJyQkBLlcTqtWrZgwYQIBAQFs2LCBMWPGSIE3/fv3Z8CAAXTu3FltDoUfmOvo6GBgYICBgYH0XoIgfNxkMhlLly5FqVTi4+PDokWLkMvlzJ49Gzc3N1q2bEmjRo24fv06/v7+VKpUidjYWLZu3Uq9evU4c+YMMTExpKWloa+vj6mpKRcuXKBdu3Y8e/YMPT09YmNjyc7ORqFQ4ObmxpQpU6SWyW+qcufs7IyHhwfz5s3j8OHD9OnTpzROkSAIwl9SuP2uSuEg6ILBi5Cf8KmqpgNQpUoVKTFUNf7ixYvvceaC8GEQgTmCIAiC8J4ZGxvTv39/fvrpJzZv3oyVlRW5ubkYGRnRuHFj9PX1OX/+PBMmTEBPT4/MzEyuXr1KYGAg1atXR0dHh9q1a5OamoqRkRGPHj3C1NSUsLAwqlWrhpGREXZ2duzbt4+hQ4cyatQogoKC2LFjh1R+XRBUCmYWL1myRGNgzuTJk+nXrx9ffPEFX3zxBZCfFTx8+HBWrVqFUqkkMDCQFi1alPT0BUEopHA7iN27d+Pv709kZCSGhoZs2bJFbbyqhcOtW7ekqiA9evRg3LhxGssKa1IwwE/1mbZ161Z8fX1FGfYPiEKhYP/+/TRs2LDYA3NUrX8+NIWz95ydnYtURFCZP38+M2bMoFWrVkybNo3o6GimT5+OXC4vUnnk36Zg8MaQIUPUXtNUEae0BQcHk52dTcOGDQEwNzfHzMwMgM8++wyFQvGXjvf8+XN8fHzUAg4F4WMTHBzMoEGD3qk6xOsUrLhX3N6ULKCpjZuWlhaPHz/GxMQEhUJBnTp1GDRoEJMmTQLykwbkcjmrVq3iwYMHDBs2jL1797J06VJycnJo06ZNkcCcwg/MFQoFL168IDMzk7S0tGJfsyAIpSMnJ4ejR4/i7OxcpCV8amoqfn5+mJiY4OrqSnh4ONbW1ri7uzN48GDWr19P3759efbsGf369SMmJgYrKytevXqFvb09x44dQyaTMWbMGMLDwzl58iQRERHs2bNH41wKVmBbt24dL168AGDXrl0leUoEQRD+tsLtd5VKJdnZ2dy+fVttXOFr0Dp16uDq6ioli+Xm5nL9+nXOnDkD8NpkCkH41IjAHEEQBEEoJppK6C9evJgXL16wZs0aHB0dCQgIYMKECcTFxaFUKjl37hzZ2dnk5eWRkZGBmZkZeXl5ODg48OLFC65cuYKZmRmRkZGUKVOGcuXKkZubS0JCAk+ePCEuLg7IzwYfOHAgu3btYvv27Tx58oQePXqU8hkRPjSasqQL3mhXZV7XqlWLy5cvF9n/fdyUFwThnyvYDmLlypU8f/6csLAwNm/ezJo1azRmX86YMYM1a9ZQt25dFAqFxrLCa9eu1fh+BQP8Nm3aRI8ePbh27RoVK1YUD7D/hpycHL7++muys7MxNjamU6dORYKkID9AwtDQkOTkZLZt24aVlRW9e/cmOTlZrVKenZ0dtra21K5dm+PHjxMTE0OvXr14/vw5SUlJxMfHY21tjYWFBUeOHMHd3Z3Zs2eTmpqqVkFm1apV+Pv7k5iYSEJCApaWlqxatUqt9c+SJUtK+eyp05S997oWAjExMUyfPh0tLS2ePXtG8+bNS3y+QvHw8vJCJpNx//59aZvqgXtmZiapqalYWVlp3FeVuV5QSEgItWvXFgGHH7h3qf5jaWn5yV+/vq41S3BwMAMGDPhHgTnv05uSBQq2cXNwcCAoKIjAwEC6du1K2bJlGTFiBL1792bs2LE4OzsTHx8vfUbu3buXZ8+eMW3aNA4ePMiKFSt48eIFAwYMeOucpk6diqOjI/b29lJygiAIH78mTZqQlpZGTExMkZbwJiYmVK9eHfhfhS4jIyOphaS1tTV+fn6cP38euVxOTEwMKSkpVKlShXv37tGuXTspCLxy5cpq1bn+SpU7QRCEj0Xh9ruqCqRubm5v3M/Ozo7KlSvj5OSElpYWffv2xcfHh9WrV+Pi4kKNGjWkv8eC8CkTgTmCIAiCUIwKltA/ffo0BgYG1KxZU4r6TklJQSaT0alTJ8qVK8fBgwfp2bMnERERZGZmYm5uTk5ODo6Ojhw5cgQjIyOMjY2lL/0NGjTgzJkzWFhY0LRpU+7du0dAQADt27enffv2fP7551y4cIH169eTlJT0l+Yuk8kIDQ19Yyb0u4wRBEEQSlbBdhC+vr5Sq65mzZpx9uxZjfukpaVRt25d4H8tIQqXFdZE04PQ69evFxmnehCqag0ivN7+/ftp3rw5vr6++Pj48PTp0yJBUjNmzODRo0dSFu6CBQtYs2YNwcHBfPbZZ2qV8hITE7lw4QIGBgbExcXh5+eHtbU1/v7+1K9fn/Xr1+Pq6kqnTp2YNWsWzZo1Y/bs2UUqyKjKSDdo0ICgoCBcXV158eKFWuufD03h7D0oWhGh4NgBAwZIJbblcvkn/wD/UzF8+HAmTpxIvXr1WLZsGWvXrmXo0KEolUpGjhyJTCZDT09PusZOSUnhs88+w9vbm99++41evXoRERFBYmIiDg4OdO/enYoVK2JqaoqPjw/m5uZ4eXmxbt06Xr16Rb9+/di6dSsvXrwgJCQEAwODIsFzcrmcQYMGUbZsWTp27MjMmTMJCgpi06ZNAPz44480adKklM+c8LEqXB1v8eLFTJo0CRMTE9zd3alevTp+fn5AflUrQ0NDIiMjcXFxwdvbm0aNGjFq1Cjy8vIYPXo0AwYM0Fg5b+zYsa+tuFfcCrchK/j3t1OnTnTq1AmFQsHPP/+MXC6nTZs2XLhwQe0Yqoxrf39/WrduTYcOHaQH3iqFg5NV1yWaHpi7u7vj6elJUlISPj4+/3iNgiB8GLS1tTE1NcXW1paQkBB0dHTIzc1FS0uL9PR0EhMT+fzzz6VA3YLtpgrTVPFBLpe/sTqXIAjCp0RT+93CFfsLXmcVbPXq6+uLr6+v2lhVO2FB+LcQgTmCIAiCUIwKl9DfsGED/v7+2NnZcebMGeLj46lduzba2tpUrlwZc3Nztm7dilwup1KlSnz++edERUWxbNkytLS0iI+PR09PDx0dHSpVqiRVzElLS+P+/ftkZWUxcOBAzMzMMDQ0JCUlBTc3N6pVq4aFhUUpnw1BEAShJBRsBzFw4EAiIiIAuHbtGrVq1dK4j5mZGXfu3KF27dpSS4jCN5mFklG4r3pWVpbGIClbW1t0dXWxt7cnNjaWvLw8pkyZQnR0tFqlvDp16mBgYKDxvQpep6h+Ll++PHl5ea+tIFNwn6ysrPdzEopJ4ey9N5k5cyY+Pj5kZWWhra3N+vXri4xRKpV06dKFp0+fcuzYMVxdXTE3N8fDwwNbW1spqEcoWb169WL37t3MmjWL48eP4+7ujp2dHS9fvuS3334jJiaGY8eOsWbNGpYvXy4FlSckJGBlZcXOnTvZtm0bBw4cYOzYsTx48AB9fX38/PywsrKiSpUqWFtbExERwfbt29mxYwcnTpxg3rx5hISEYGNjUyR47ssvv8THxwcvLy+USiVpaWkcPHiQsLAwMjIyGDp0KPv3738v5yMhIYG4uDhq1qxZbG2HiqMNklC8ClbHO3HiBCkpKYSGhqKjo4ODgwMnTpwAwM3NjQsXLmBvb09oaCi6urp4enqyZcsWLCwscHBwoE+fPkUq5129evWdKu79XVOmTGHw4ME8ePCA//u//6NPnz4MHjwYDw8Pli5dCuQHFXXo0AEnJyeaN2/OgwcPpCDQpKQkhg8fTlBQECtWrODs2bOUKVNGCiDavn078+fPx9LSkqCgIP7880+8vLzIzs7G09OTadOm4e/vT0JCAomJiVSvXl2qSKeye/duVq9ezfPnz1m2bFmxrV0QhNKnra3NxIkTcXFxQUtLi/r167Ny5UpMTU2lNsCzZ88G1NtNFaap4kPFihX/UnUuQRAEQRD+vURgjiAIgiAUo4JZ2QV/VpXAr1mzJmlpaUyePJnr169z48YNhg4dSk5ODvr6+sTHx1OvXj06d+6Mj48Pffr0ISEhgTlz5nDnzh0GDx5MxYoVefToEatXr2bkyJFs27YNPT09cnNz0dPT+0fzj46OpmvXrqSnp3P8+HGmTp3K7du30dfXL3KTX1MWsJ2dHXZ2dkRFRbFp0ybs7e3/0XyEf4+EhIS3PkwaP348S5YskUpMF+Tv7//BVnAQhPetYDuIPXv2MHv2bNq2bUuFChXYunUrmZmZRfaZN28ew4cPR0tLS8qU11RWWHj/rKysiIqKwt3dnRs3blCvXr0iQVJJSUn89ttv5OXlERUVRa1atYiMjJQeohaslFfwQXrhNj1vuk7RVEEmOjq6yDhNrX8+FJqy91RUWXuqf5qZmbFv3z61MYXbHT18+JAKFSpw5MgRLly4QNu2bZk/f/7fnt/rWs6UtjFjxrB8+fKPJhjDxcWFBQsW8M0331ChQgUpEC0mJobt27cTEhKCXC6nVatWRfatX78+2traWFhYEBsby/Pnz/Hx8SEpKYnk5GRsbGywsbGRxhUMYjM3NycjI0NjhTFVG4v+/fszYMAATExMiIqKon379u/9fCQkJLB3715at27Ns2fPGDBggMbrqb/y319wcDB5eXkMGTLknfZxcnKSgkCE96Ngdbz169dj9//Yu/OAmvL/8ePPNlupRFlCoTSWjKwp1W1HmHxkLQppbEPM2NIkMwyNfYzGFjFjydiyRtulsjdlDRNFWqRSCWm59/dHv8631Cyfz1jHefxD55ze97zPvd37vuf9er9en34qjIkVFBRQV1cHqHWc/OTJE/T19YGK97ns7OwamfPu3r0rZHX6s4x7/yszMzPi4uLIzMzE0NCQuXPnMmzYMH744YdqQUWVY/khQ4bQp08fgoODycjIYOLEiWzevJkWLVoQFxdHTEwMioqKwvfsqtnd8vPzCQgIYNGiRVhYJzY6GwAAIABJREFUWODo6MiYMWMAMDQ0JDg4mMmTJ3P+/HlMTU2Fcxw5ciQjR458rf0WiUTvVtVsnwMGDGDAgAHV9isrK7Nly5Zq22orN2VgYCDsry3jw+sMZBSJRCKRSPTvJX5jFolEIpHoLdLW1sbW1pbhw4fzySef4OLiAlTcTN24cSMGBgY4OzsTHh5OeHg4T548wc7Ojs8//5ygoCCUlJQYPXo0X375JSNHjiQjI4NevXqhqamJjY0NX3/99T8+xyNHjrBkyRKioqJo3bo1P/30k7DquHKC449WAWdlZXHhwgXi4+PFwBzRayWTyVizZs27Pg2R6L30ajmI9evXV9uvqalZo7TUJ598UmPSrbabzG9SZZaHNm3a0LdvX9q1a0d0dHStk4qVPD09uXXrFgEBAbx8+RIbG5tq7fn7+39wqZCdnZ1xcXHB0dGRRo0aoaGhUSNIysHBAR0dHZydnXn8+DE7d+6kadOmJCcn/2mmPEdHR6ZMmcKwYcP+8jz+TgYZqJjg8PHx4cKFC8LK4n+LsrIyxowZQ3p6Orq6uigpKREdHS287tLS0lBWVkZZWZm+fftiY2ODl5cXv//+Ow0aNODEiRNcuHCBuXPnUlpaiqenJ+PGjUMikdCgQQOePHkilAirlJ+fT1RUFNHR0UIw1t/13wb6/NHxlY8bHByMm5vbex+Yo6ysjL6+PsuXL8fZ2Znbt28DFdmixo4dy5dffglUBLVdvHjxD4PT5HI5J0+epH379uzatYsFCxYIk/x/FcT2V2Usjh8/Ts+ePdm3bx8AJSUlODk58fTpUzw8PFBUVKyW1r1S5WstJCTkb2e/3LRpE1FRUezZswdNTU1KSkro3r07oaGhlJWVMW7cOKHkUYcOHZg/f3611+fSpUsJCwujuLiYDRs2UFpaSmJiIomJiSgpKXHnzp1q2UlatGjxt85L9HpVzY5na2vLjRs3hH0ymYzCwkKAWkuxaGpqkpqaiq6uLvfu3UNHR6dG5ry2bdsKATJ/lnHvf2Vubs7s2bORyWS4uroSGhpK06ZNefbsWa1BRVUzkm3YsIElS5YIfxNz5szB3d2dxo0bs2TJEqBmdreqgUYmJiakpKQI/weE7HNVA3NEIpFIJBKJRCKR6E0SA3NEIpFIJHpNqq7EqXqj3d/fH0BY/efj44OPj4+wv+oEYmpq6h+2X3VSzdHR8R+fb20qb2jq6uqSmJjIgQMHal11fO/evRqrgDMyMiguLsbOzg59fX1yc3P57LPPkMlk5OXlcfLkSS5fvszq1aurbfurUhOif6+zZ88yc+ZMVFVVcXNzIyMjAxcXF1JSUnB1dUUmk3Hs2DFhMmnHjh1COYqHDx+SmpqKvr4+K1asICkpib59+3L9+nUGDx7MlStXaNiwYbXHO3ToEJaWlmhpab2jHotEoqpSU1OJiopi0KBBqKiocObMGWHfHwUQ3L59m9jYWKRSKVFRUdUCcz5UdevW5ciRIzW2Vw2SSk1NpWXLljWyYFQGWv3RNhcXFyEIuKqqY48/yyBTOYap+jv6+vqvPZPC++LgwYN07NiR3bt3s3jxYiET4ZYtW5BKpcJnUOV16dKlCwMHDmTLli3IZDIA/Pz8OHz4MA0bNsTe3h5XV1cAunXrhoGBQY3Xdn5+PgcOHPjb5YekUimrVq1CLpfj5eXF8uXLKSsrw8/Pj6ysLCIjI5FKpRgYGODv709KSgonTpygqKiImTNn8tVXX5GYmIhUKkUqlQoZ51q2bEliYiK2trZ4enoK2SXeVy4uLgwfPpzMzEwhMGfw4MFMnz5deF/w9vbGysqK+fPnM2LECAICAmq007t3b5YsWcLly5fR0NDA0NDwLx/775Sx0NbWxsnJCUtLS5SUlOjRo4eQfenPggdv3bpV69/1n/Hy8uLq1aukp6fz8OFD+vTpw7Nnz+jTpw979+4lPT0duVzO8ePHWbVqFT/88AOLFi1i5syZlJWVMWPGDKDi9W9vb094eDjt2rUjOTmZbdu28ejRI27evFktO4lMJqsWlAbw9ddfExERwaRJk5gwYUKNgB8TExMiIiLw9fUF/q9skbu7O6mpqSgqKhIZGfneB4a9K1Wz461cubJaYI6fnx8ODg7I5XK++eYboHoplm+++YbRo0dTXl7O1KlTUVFRqTVz3vbt2/8y497/SkdHh8zMTFq2bIm5uTnOzs5MnjyZ5OTkGkFFUD37m6+vL4cOHaJDhw6YmppiY2ODk5MTenp6wnfUygC6EydO4O/vT9u2bYmPj8fS0pKEhAS++OILACFDXWX5T5FI9HH7bz9zRSKRSCQSif4JMTBHJBKJRKKPWGJiIvHx8UyYMAGoviJ4+/btTJ06lbS0NFauXIlMJiMuLg6Ax48f8/TpUxQVFXFzc+P333+nSZMm6Ojo4OnpyS+//MKFCxeoW7cus2bNQi6X4+joSFFREZmZmSQnJ7Nu3TqMjY2xsLAQS199pI4fP05AQAASiYSUlBTWrVtHREQEu3fv5tixY3Tr1o3s7GwiIiJQUlJix44dwu9WTVf/4MEDkpKSuHHjBj/88AOJiYk1gnKgIjCnc+fOYmCO6F+lalDoh2bTpk3ExcWxZcsW8vLyUFBQoFGjRnTt2pVVq1bh5ubGw4cPUVRU5PTp02zcuJELFy4wcOBAXrx4QXx8POfOncPc3Jzo6GhhFbxI9L96tZRLfHz8nx7//Plz+vTpUy3QND4+ni5dupCfn09paSm2trZcvXqVmzdv0rp1a7Zt20aLFi1wdHREJpOxaNEiiouL0dDQYNOmTVy4cIELFy5QUlJC48aNOXHiBFOmTBFKi06aNImSkhKOHz+OjY0NUVFRyGQy+vfvj6urK7Gxsdy5c4f69esjk8lISUlBU1OTkJAQUlNThSDsV+3Zs+eDKkc0YMAArl+/zuTJk6sFNa1btw6JRIJUKsXb2xsnJ6dqQX+Vx1Z97/ztt99qtF/bcVUD7/9OGYtx48Yxbtw4AEaPHs3BgweFjB9qamps2LCBevXq8ejRI9q1a8etW7fIysrC2NgYVVVV0tLSaNWqFWpqaqioqJCVlUV+fj6dO3cWAtzr1KnDggULyMvLo0mTJjRs2JD8/HxWrlzJ+vXrOXHiBB06dCA5OZnIyEh0dXVxcXGhU6dOtGzZku3bt1NSUsKxY8do0KABBgYGrFixgoYNG9K1a1ciIyM5efJktewkqqqqhIaGoqOjIwSl2djYCOW87O3tmTBhAjNmzGD+/PkkJyezcOFCdu7cib+/f7WyRVZWVjx8+JDTp08jl8urfRcRVfdqdryqr3tHR8caCzeqlmKBioD4qmrLnPdnGfdeh+bNm2NsbIy+vj6PHz/GzMwMfX39GkFFr6rM1uTi4sLq1avx9vbm+fPn5OfnY2VlRVJSUo3fmTt3Lu7u7pSUlDBo0CDhby8pKQlbW1tatWpVa7k7kUgkEolEItF/Jysri6CgIBYsWEDfvn2JjY3Fw8MDX1/faqUARSIRiMtQRCKRSCT6iHXt2lUIynmVkpISqampXL16FXt7e06cOCHsO3fuHBMnTqSsrIwffviBs2fPkpubS2ZmJsuWLSM+Pp5GjRrx+eefM3/+fHR1dXF3d2ft2rX07NlTSM+fl5fHpk2bCAwMZPv27W+r26L3xJQpU9i7dy9jxozh8ePHfPLJJwwZMoS1a9dy7do1oOJ1aGtri42NDcXFxaSmprJ9+3YOHDhA9+7d0dDQYOPGjdy9e5c5c+Ywbtw4oW68u7s7VlZWWFtb8+DBA8LCwnB1dWX58uXvstsikej/8/LyYsyYMezbtw81NTWCgoLo2rUrn332GUpKSvTu3Zv8/HxmzpzJ1KlT+eqrr9DU1OTo0aMMGjSILl268Msvv3Dx4kViYmL+1eUo9PX1X+vkqKh2lRkWoKKUy6tl1eRyOZ6enmzbto358+fToEEDvv/+e1xcXLCwsCAqKopGjRpRXFyMkZEREydOpLi4GLlcTmFhIcrKyvTo0YOTJ0+yYsUKvvvuO3r06IG9vT0NGjQgMDCQdevWsX37duzs7PD19eXo0aO0bt2aqKgopk2bxuHDh+nWrRs5OTnCBHOLFi24cOECR44coUmTJkycOJG4uDjmz58PVEzAOzs78/DhQ+Li4igpKWHevHkEBwczfPhwoCIARS6X8+DBA2xsbDA3NxcyzPj7++Pp6YmdnR2enp5v8Rn5Z9asWfOnpfGg4jmtzALzJpmZmdGhQwe8vb1p374906ZNIz8/n4CAAMaMGcPdu3dJTk6mY8eOaGtrM2/ePKZNm8bZs2dRV1dHX1+f1atXo6ysjI+PDwMGDCAyMpJDhw7RqVMnrK2thQxPHTt2RFFRkYYNG1JYWIiCggKffvopSkpKmJiYoKKigpKSElpaWuTn57N+/XpcXV159uwZt27dIiMjAxUVFeG62NjY8PPPP6Ojo8PRo0cBuHPnDmZmZsD/ZTbp3LkzdevWFX7++eefsbS0xNPTk4yMDKBiEYC6ujrq6uooKSmhoqKCu7s7bm5u+Pr6CpmnRB+2jIwMrK2t6du3L1OmTOHs2bP07t2btLQ0NDQ0SE5ORk9Pj+nTpxMfH8/58+eZOHEiixcvxsLCglWrVqGsrEzXrl2RSqWsXbuW8PBwlJSUcHNzIygoiJiYGPT19Zk5cyZHjhxBQ0MDAENDQ5o3b46npydSqZSzZ88SHh5OaWkpAGPHjiUyMvKDK3spEolEIpFI9L5q1qzZWy2LLhJ9yMTAHJFIJBKJPmJSqRQ3Nzfc3NyQSCTY2dnh7++Ph4cHTZs2ZejQody9e5dTp07Rp08fVq1aRVxcHGlpaTx9+hQ9PT3Wrl2LhYUFu3btYsSIEcybNw97e3t69+5NaGgoYWFhyGQyQkJCmDFjBpcvXxZuzuvo6FCvXj10dXVfa6p00YehUaNGBAYGEhAQwMKFC3n48CG9evXi+++/p06dOhQVFfHixQukUinr16/nwYMHALx48YKvv/6aWbNmcf/+fUaNGkW7du3YuXMngYGBvHjxgtLSUmEFdlRUFK1bt6Zfv37s3LmT2bNnv+Oei0T/O5lMhqenJ1ZWVvTv35+IiAhMTU0xNTUlIiICqJhg/+qrrzA1NWXTpk1ARRlFc3NzrK2thffg94mGhgaKioqYmJiQn5/PjRs3OHDgAJqamgQEBPDkyZNqmRQqJ4zv379Ply5dAOjevfs7OXfRv8eQIUO4ceMGlpaWXLt2jaFDh1bbf+fOHXR0dBg3bhxLliyhcePGaGtro6ury48//siYMWPo168fT58+JSkpiR9//FEo89OmTRv69+9PQkICAwYMQCKR8OTJE3r37s3Dhw+pW7cup0+fRk1Njc2bN3PhwgXMzc1JSkoSstksWbJEyFjYpEkTjI2NmTx5MjNnzuTJkyc0adKE3NxcysvLMTMz49y5cwBcvXqVzz77DHV1dYqLi3nw4AFyuRwPDw9CQkKE/qmoqPD999+zaNEi4uLiiIqKEt4vOnXqREREBA8ePHhrY7bKyXwbGxu2bt3K9OnTsbS0ZODAgRQUFFQ7dtOmTZiamjJv3jxhm0QioaysjMePHzN48GCsra2ZMmUKUBFsNG7cOBwdHcnJyXnjfUlLS6NRo0bcvXsXS0tLXrx4wZMnT/Dw8GDHjh1CadeXL1/SrVs37ty5w549e7CxsUEqlXL06FG8vb0pKioiIyNDGDvfu3cPe3t7bty4wZMnTwBqzTpTGSyzaNEiysrKkMlkaGtrk5CQgLm5OV999RV2dnYYGRkhl8txcnLi5s2b7Nu3D2dnZywsLDhx4gRWVlYAGBkZcf78eQAhmObVxw0MDEQqlbJ58+ZqJbAKCwspLCykvLyc8vJyRo0axS+//MLjx4+5dOnSG7j6Hz6JRFItW877rkmTJoSHhxMbG0thYSHr168nICCAqKgoxo0bh1QqxcvLi+joaObPn09OTg6HDx/mzJkzhIaGCplzMjMz2bBhAxs3buTbb7/lyJEjfPnll+zduxeo+LvavHkzhw8fZtGiRcLj161bFz09PZKTk7l9+zYGBgZC4JpIJBKJRCKR6H8nlUoZM2YMgwYNon///piZmTFgwADc3NxqPb6goICBAwdiaWnJ9OnTgYqxYkFBAZs2bWLIkCFARRnWqmVNK0s+i0T/NmJgjkgkEolEor9l2bJlzJ8/n+joaBo3bsyYMWMICAhg2bJlZGZmYmNjQ2hoKD/88APPnz9n6tSpDBo0CD8/Px48eMDLly9Zu3YtPXr0EG7O1zbJKvp4bNy4UZhgk0gkFBUVCaVomjdvTnFxMY8ePUIikTB58mTKysoA0NbWRlFREV1dXUpKSoT2NDU12bFjB3fv3iU3N/eNr8CWSqX4+vr+42NEH4fg4GCCg4NrBNYcOnSI9u3b/2VgTaXQ0FBevHjBtm3bOHbsGDNmzODLL7/k1KlT+Pn5CccNGTKEuLg4goODKSkpIS4ujpiYGKKjo2nevPlb7fsfUVFRqXbjBSomjyszWDRr1oz8/HxWr16Ns7MzGhoawt/8/fv3kclk6OnpCRm2EhIS3nof3pbg4GC2bNlSbduyZctIT09/R2f076SiokJISAhnzpwhJCQEQ0PDaiWNevTogZmZGf7+/jg4OKCgoMCvv/7KmTNnMDU1JSAggOjoaDQ0NOjWrRtGRkbY29vTsWNHSktL0dDQICMjAw8PDyIjI1FQUKBNmzbk5+fz+PFjJBIJJSUl7N+/n169eiGXyzEyMmLs2LFIpVJiY2OFjDWKiorMmjULHx8fQkJC8Pb2pkePHjg5OREeHo6trS1NmjTh/v37XLlyRQjMadCgAZMmTUJRUZH9+/ezevVqof/9+/dn//79QiCsiYkJKSkpAEIJrBYtWtQIinlTKkteRkVFYWxszLNnzzhz5gwjR45kw4YNwnFlZWUEBQURGxvL4MGDa7RTdQzbsGFDIWCpffv2nDp1Cm1t7Tfel5YtW5Kfn0/btm2JiYmhbt26NGnShG3btjFv3jzhea1Xrx4JCQkYGhoyduxYoqKicHd3Z9++faxZs4YJEybw2WefARVj5zZt2pCcnCyUJKosQyaRSPDw8EBTU5M1a9YI59GrVy9OnDiBiooKeXl5jBw5ks2bNzN69GhiYmKwtbUFKsog+fr6sn37dry8vIiJiSEmJoZmzZoBMHjwYDIzM4VxXG169eqFpaUl27ZtE7b5+fnh4OCAvb09Cxcu5OnTp9ja2mJubk5aWhrGxsav+cqL3oXc3FxcXFyQSCTExsbi5eUlZMm8dOkSw4cP5+rVq7i6uhIWFsa9e/e4cuUK1tbW/Oc//xGC/wwMDKhXrx4tWrSgQ4cOKCoq0qJFCyEIzcDAADU1NXR1dWu8L7m6urJnzx727NnDqFGjgIqAPDs7u7d7MUSvjThBJxKJRCLR+6O4uJgTJ04wevRoMjMz//C4TZs2MWLECM6cOcPz58+5cOECDRs25Pz581y+fBkVFRVKS0tRUlKqlu1U/NwX/Vu9/4XDRSKRSCQSvVEqKiocP36csrKyPwyOGTVqFJGRkWzdupVOnTpx9+5dgoKCaNeuHQMHDmT37t1kZmZSXl5O3bp1UVdXx8vLi8zMTDQ1NTExMSEiIoJly5bRqlUrADw8PGpMMoo+Lt7e3nh7ews/6+vrc+XKFebPn8+ePXto3rw57u7urFu3DoDS0lLS09P59NNPsbOzQyqV4uzsTJs2bejUqZNwo71z585oa2szatQoxo4di5eXF5cuXao1COB9JpPJhBXuon+P0NBQdHR02LJlCzKZjF69emFiYsLmzZvp16+f8DoeMmQIAQEBWFhY4OHhQZ06dYCKjB1yuZx79+7Rtm1btLS0GDZsGEC1mxgmJiYoKSmhp6dHdnY2c+bMwd3dncaNG7NkyRJUVVXffudf0blzZ+bPny8E1lQ1aNAg5s2bh5aWFvXq1aN79+5oampSt25d7OzsaNWqFWlpaXh7e9O9e3csLCz49NNP30Ev3rw/CiysmhlE9HZUZgkZOHBgtSwhGzduJDExkYEDB1JcXMyUKVM4cuQI6enp7N27l/v376OpqYm6ujpyuZzZs2eTk5MjlBOqDFQ+cOAA169fx87OjsjISH799VeGDx/O9OnTsbGxASo+OyszZwwYMIClS5dy79495s+fz6RJkzA1NeXJkyf88ssvnD59mv3799OqVSu0tLQoLCykT58+BAUFoaKigqKiIg4ODuzfv58RI0YwY8YM7t69K4zVEhIS+OKLL4R+VnpbwdRTpkxh8eLFBAUFYWhoSLdu3QDo0aOHEIgCkJOTg56eHsrKyrVmzkpKSmLevHkoKCiQm5vLuXPnsLGxqXasRCJBKpXi7e3NypUray1jNnDgQJ4+fUp0dPRflsh6lYODAwEBAYSFhXHr1i0ePnyIlpYW8+bNIysri169evH555+joqLC0KFDCQgI4OHDh/z6668oKytz7tw5SkpKePLkSbUytM7Ozri4uCCVSrGysqJfv354eHgIfZJIJADVSuH16tWLyMjIaue3efPmGuf86jitKkVFRYKCgmrdJ5VK/7BNR0dHHB0dq207c+ZMre2IPly7du3C2dkZDw8PXF1def78OYGBgWRkZDBhwgQOHDjAqlWrKCkpwdzcnOPHj9OzZ0/27dsHIJSdqvq+U9t7UHJyMs+ePaOgoAB1dfVq52BlZcWyZcsoLy/n66+/ftNdFr0FlRN0//nPf971qYhEIpFI9FFLTk7m0aNH2NjYMG3aNLKysujUqRMzZszg2rVrWFhYCAH9K1aswMbGhpUrV2JhYUFycjLq6uqcPXuWy5cv07RpU0JCQigsLEQikaCoqMjWrVvZtGkT4eHhSCQSfv3117eymEIkehvEwByRSCQSiT4itU30q6qqChkIapscBQgKCmLhwoWoqanRunVr7O3t8fHxYdeuXUilUhQVFfH396dx48ZERESgqqrK8+fPadCgAQUFBQwbNozY2Nga7VZu09fXJzg4+PV2VvTBqZxccnR0pFGjRmhoaNCsWTMkEgkKCgqMGjUKBweHGr/XrFkz8vLycHFxEbKLPH36lMGDB1NeXo66ujrGxsY4OjoyZcoUhg0bxqRJk/7x+SYmJrJ3716uXLlCXl4eYWFhzJkzh9u3b1O/fv1qk2AAn376KR07duTatWvo6+tz9OhROnbsSJMmTSgrK8PPz49+/fphamqKiYkJ9evXZ9WqVTUet/JvpXLiTfT+KikpYdiwYbx8+ZJGjRrh6OhIYGAgWVlZnD9/nq1bt/Lo0SPS0tIYPHgwMpmMLVu2kJCQwJw5c1i3bh16enqsWLGCw4cPU79+fVxcXDh+/Dg3btzA1taWrKws1q1bR3Z2tlCOJScnhzlz5rBs2TLCw8MZM2YMjRs3Zvfu3SxfvpyjR48yYsSId3x1KspX/dmE7P3792tse/To0Zs8pTdu9uzZuLu7k5GRwdy5c0lISMDd3R0nJyfh733x4sXY2dkhkUjo1asXGRkZQsBWeno6EydOZMuWLfj4+ODr60tsbCwnT54UsgUcO3ZMeE+sX78+KioqzJw5U5igf9sqAxquXbvGggUL+Pzzz4V9iYmJxMfHVws0+G/k5+cTFRX11ibpBg8ezJEjR7C0tBRKD0FFAMOhQ4eQSqVMnDiRsLAwbG1tqV+/PlKpFIlEQkREBMrKynz22WcMHTqUpk2boqioSL169fjtt9+YPn06Li4uyOVyOnbsWK2kT2WAam1e/eysysLCAldXVxYuXFht+/3795kwYQJlZWW0bdsWHR0dYd/cuXNxd3enpKSEQYMGoaur+08v2/+ssuRl5WR+Zbavy5cv065dO+G4ysxA5eXltWbOMjIyws3Nje7du5OamoqPjw9ArcGvVbPLVJWZmUnDhg05duyYkNWrtpJRfxRUa2RkxMOHD/+yz5Vj48qSW3+kTZs2wv+PHDnyl+2KRG+TjY0NY8eO5dChQwDcvn2bpUuXUlRUxNy5czl8+DA//vgjz58/x83NDW1tbZycnLC0tERJSQkbG5u/FUzTqlUrxo8fT3JyMoGBgdX2KSoq0qVLF8rKysRA9w/Ay5cvGTZsGCUlJWhqamJra8uePXsoLS1FW1ubvXv31pigCw0NZfv27QCsXbuWzMxMUlJSGD9+PI0aNSIzM5NDhw6hpqaGuro6S5cu5dmzZ0yfPp2xY8dibW1NREQESkpKDB06lJ9++qna56FIJBKJRKLalZSUYGhoyPjx49m3bx9NmzYFYOnSpcTHx7Nw4UJmzZoFQHl5Oebm5qxYsQJzc3NcXV1RVVUlODgYPT095s6dy6RJk2jbti3Hjx8nKSmJpUuXMn/+fB48eFDj3qpI9KFTeJ/KRvTo0UN++fLld30aIpFIJBJ9UM6ePcvMmTNRVVVlxIgR7N27t9oNrLS0NMaNG0fjxo0ZMGAAjx49IiwsjOLiYjw9Pbl//z5BQUEoKyvz6NEj1NTUGDlyJDExMairq/Pbb7+hoaFB69atuXnzJnK5nLp16wLw4MEDTpw4wezZs2nZsiXJyclkZWUBcPDgQdauXYtcLic7O5ukpKR3eZlEotduzZo1BAYGcufOHZYsWULnzp25efMm8+fP58SJEyQmJtKnTx8iIiJYvHgxWlpaPHjwgOvXrzNs2DDu379Po0aNyM3NRSaT0b9/fyIjIzEwMEAqldKyZUug5iSfGJjz4di7dy+///47CxYswMvLC2NjY44ePUrPnj1xdXVl9erVxMfHY2BgwObNm7G1taV58+YUFBTg4+MjTEirqakJEwdlZWX07NmTsrIyWrVqRYcOHTh48CBqamq0aNGCsLAwmjVrhpOTExEREdjZ2REUFETHjh2RyWRoa2vz66+/CquXRG/XwYMHyc7OJjMzk4sXLxISEsKwYcMoKiri+PHjAPTr14+zZ88ikUibUvAQAAAgAElEQVRYunQpffr0ITg4mAcPHnD+/Hk2b96Mrq4uHh4eQmBOQkICa9euZeLEiUybNo2wsDD09PQYOXIk/fv3Z+7cue8sMCcjI4NZs2bRr18/ysrKhJI9r0Nqaiq+vr4f1M26ykw7ioqKODk5sWnTJiH4JS8vj6FDh/L5558zcuTId3ma74U1a9Zw4MABYTL/zJkzXL16lYYNG7Jr1y7y8/OF53/Dhg1s27YNAwMDjhw5Qo8ePUhPT8fe3p74+HhSUlJo37495eXlaGtr07VrVwoKCjh37hwSiYTz589XC6KqzEzz9OlTOnToQGFhIQcPHqRFixbk5+fTsmVLsrKy+OSTT2jcuDFKSkoUFRWxZMkSzp07x/bt26lfvz4bNmxAS0urWluBgYGsX7+en3/+mfr167Ny5UohG5BIJHp95syZw7Bhw+jZs+e7PhXRXwgJCSElJYV58+YxefJkevXqxciRI6lfvz6+vr5YWVlhaGgovOfn5OQwfvx4QkNDefLkCePHj2fbtm1MmzaNiRMnsnTpUqZPn86hQ4dYuHAhWlpaNGjQgLKyMqHE2uLFizE1NaVXr164ublx+PDhd30ZRH9TYmIiMplM/OwUiUSid0AqlbJhwwaKioooKCjg+vXrmJqa0rhxYwwMDFi9ejUdOnQgJyeHsLAwXF1dady4MU+fPuXevXukp6fTpUsXUlJS2Lp1K05OTmhqatK6dWvhPmjz5s1ZunTpB/ddX/TxUlBQiJfL5T3+zrFixhyRSCQSiT5wx48fJyAgAIlEglwuZ+zYscINrKioKAwNDcnOzhYmdZ8/f878+fNJTk7Gy8sLW1tbjIyM+P777+nUqRP9+/ensLCQ6dOnExwcjEQi4dGjRyxYsICYmBiOHDnChQsX6N69O5GRkaSlpTF27Fi++eYbdHR0+P333zE0NGTp0qWcPn2aly9fYm5u/q4vk0j0RmhrazN8+HCuXr1KaWkp9evX5+TJk1y6dAl9fX22bNmCtbU1APXr16d///6YmJhQUlJCTk4OL168wM7OjqKiIm7evImpqSkKCgq0bNkSDw8P1NTUuHPnDkePHq2ReUX0/rt37x4mJiYAdO/enYKCAlJTU7l69So//vgjDRo0YOnSpXz55ZfY29szZswYVq5cSUFBAZ6enhQUFDB58mTKy8uFsimVGTf69u2LnZ0dwcHBdOjQAU9PT6ytrXnx4gUvX75k48aNTJ8+nfj4eCQSCerq6owaNYoZM2a8y0vy0TM3N2f27NnIZDJcXV0JDQ2ladOmPHv2TCjDUbVETtVSOxs2bGDJkiW1ZjDp3LkzALq6uuTn55OSksKgQYMA6Nq165vs0l+aM2cO0dHR7Nu3j//85z/88ssvXL9+nfbt26OtrU2HDh24efOmsEq+shTPN998Q1RUlJDKGmD8+PFoaWmRkpJCaGjoB5neuqioCCcnJ0pKSrCzs6v2fGppaREdHf0Oz+798moppVczfWlqago3aidNmsSkSZPw9fXl8OHDSCQSLl26xIYNGzh37hy//PIL6enpjBgxAl9fX3x9fTE3NycuLo6LFy9y/vz5am0vW7aM+fPn06dPH+bOnYudnR1Xr15FV1eX0aNH8/LlS3bs2MGyZcu4efMm58+fJyQkhOzsbH799Vfi4uJQUlJCJpMxe/bsam2dO3eO0NBQoqOjqV+//lsrDSYSfUz8/Py4f/++GJTzgUhJSaFLly5Axbjl2bNnTJgwgfT0dB49eoShoSGGhobC8ffu3ePKlSvC9yxAWPBw9uxZ5syZQ1RUFGlpabRs2ZKYmBgWLVpEaWkpN27cAGD06NEsXbqU9PR0hgwZ8nY7LKrhvynjnJiYSFlZ2d8KzBHLQ4tEItHrd/fuXRwdHenSpQt3797lxo0brF27lqFDh1JQUEB4eDg7d+7EwMAAFRUVYRFS5WIhdXV19u3bx44dOxg6dCiXLl1iy5YtQqbY0tJSsrOzKS8vf1ddFIneGHFUIhKJRCLRB27KlCns3buXMWPGEBMTw4QJE7CysmLfvn1kZGQAFSV0Kif6fv75ZywtLRkzZgzx8fEMHDgQqCgH5OrqytWrV4mNjSUjI4M2bdrQqVMnioqK8PX15datW+jo6KCpqUmLFi3w8fERyvlIJBIKCwuFxxw4cCCWlpYsWLAATU3Nd3NxRKI3TEFBgeDgYObNm0fPnj3p0KEDUqkUNTU1zp8/j7e3N9euXSMzM5Ps7GzCwsIwMjJCRUWFJk2a0KBBAyIjI2nRogVXrlwhJiaGrKwsSktLgYpJ/FOnTnHo0CF69epFWFgYDRs2fMe9Fv1dbdq04cqVKwAkJCRQt25dHBwcyMzMJD8/n/v372NnZ4e9vT0XLlxg1KhR9OzZk65du5KSkkJubi5fffUVCQkJQpYNmUyGiopKrTcoJBIJfn5+QjkbIyMj5syZg1Qq5fz5839ZGkX0ZkilUnx9fQHQ0dEhMzMTFRUVIZ2zmZkZMpmMwsJCCgsLhef2999/rzaR4Ovry6FDh2oEEADVSurI5XLatGkjlKe8evXqm+zeX1q8eDH29vZs2bIFDQ0NTp06xZdffsn06dN5/vw5Fy9exMzMjLCwMOG1e+3aNdLT05FKpaxfv56lS5cC8OTJE/bu3cusWbPYv38/Xl5e2NvbI5VK/+egnC+++OK19fXvUFdXJyYmhvnz5/Pll1++1cf+GFQdF584cUKYtOvRowfJycnCcTk5Oejp6aGsrFwtAK5SUlIS8+bNQyKREBkZKZTRU1RUpFu3bgwfPpw6deowa9Ysrl27JrSRkpJCt27dhHG3oqJijbYyMjJYtGgRkydPxsvLi+zs7Dd9WUSij84333xDSEjIuz4N0d/06rjl5cuXtG/fntOnTzN06FDkcnm18W+bNm3o2bMnUqkUqVRKeHg4UFHeLCoqChsbG65fv07jxo0B+P7779myZQsRERFoaGgA0LZtWzIyMti7d+9bK4kpqvgu4+npiZWVFf3790cikTBnzhzGjh3LixcvGDVqFDY2NowYMYLS0lISExOxsrLC1NSU7777DoBNmzaxfPlyXF1dCQ4OZsuWLQD4+/sLr4nBgwczaNAgTp48ydGjR7G0tBTGmyUlJQwcOBBra2uGDx/+Li+HSCQSfZCUlZXZvXs3gYGBODg4ABUBsmpqatjY2HDs2LG/bMPR0REnJyemT5/Op59+SrNmzZBIJFhbW7Nt2zaaNWsmlOjOy8t7010Sid4aMWOOSCQSiUQfuEaNGgnlTtq1a8fcuXPZtWsXCxYsEFbgVp3YCwwMJCEhgbt37zJx4kQ+/fRTAPbs2YOzszP5+fno6upiZWVFaWkpixcvFlbi6+vrExERAcCECRMAyM3NxcbGBg8PD1xdXYXH9PPzw8/P761dB5HoXZDL5cyePZuIiAhevHhB8+bNsbGxobi4mOjoaLS1tSkuLhbKVo0fP57r16/z6aefoqioiK6uLra2tiQmJrJmzRrWr19PvXr1hEm6yom+VzOviD4Mzs7OuLi44OjoSKNGjdDQ0BBuNigoKDBq1CgmTJgg3GzYtGkTTk5OzJw5Ezs7O2xtbfn6668ZOnQoZmZmQlkUiUSCj48PFy5coHXr1sLjDRs2jC5dupCUlISysjJeXl5MnDiRwMBA5HI5S5cupXfv3kBFsEhlmTXR29W8eXOMjY3R19fn8ePHmJmZoa+vj4ODA3K5nG+++Qag2spwgDp16rBz505cXFxYvXr1nz6Gp6cnQ4cOZdu2bSgqKqKiovLG+vPfMDExITc3lyNHjpCZmcmLFy9o3759tVXyUBEUUVlWCCquGUDHjh2F986qQRb/ROWqvLft0KFDdO7cGS0trXfy+P9WVcfFEyZMEF47ly9fpl27dsJxTZo04f79+5SXl5OQkFCjHSMjI9zc3ITP3OTkZH766SdatGhBfHw8bdu2RV9fH3d3d8aOHcuCBQuAioneymBKRUVFZDJZjbbKysooLS0lODiYXbt2ERwczNy5c9/0pfmovMkydxKJBKlU+trbFYk+Zs7OzgwbNgxHR0fU1NTo1asXO3fu5PLly2hoaGBoaFhtgq5yzGxpaYmSkhI2NjZ8/fXXmJmZkZ2djYKCAmpqapiamgIwZMgQPvvsM7p27SoEAQMMGDCgWrCO6M0LDQ1FR0eHLVu2IJPJsLGxYciQIfTp04d169YxePBgRo0axU8//cT27dtRVVVFKpWioKCAtbU1M2fOxMvLSyiPWlnm+VUlJSWEhYUJjxEVFSWUjzYwMKBJkyYcPXpUzFonEolE/yWJRMK5c+eqbasccx89erTG8bGxscL/K8fQldtGjx7N6NGjAViwYIHwnarSyZMnX9t5i0TvCzEwRyQSiUSiD9zGjRs5cOAARUVFbNiwgbVr11a7gfWqXr16YWlpiaWlZbXt1tbWjB8/nszMzP8qw42NjQ1jx47l0KFD/7gvItGHpGvXrpw8eZJnz55x+/ZtNm/eTHp6Ov7+/vTt25fBgweTmpqKiYkJenp6lJaWEhISwp49ewgLCwMqJhClUimDBg1i9uzZlJaW0qZNG3R0dID/C6qrzLwyYMAAEhIShJvMovdb3bp1OXLkSI3tf3azYdy4cYwbN67a/ilTplTLdmNkZMTp06drtNuxY0fKysqEn+vXry/W435PXLlyhf79+/Py5UumTZvGb7/9BsCSJUuIj4+nb9++KCoqUrduXeLj43F0dKSsrAxlZWUkEgl9+vQhIiICBQUFwsLCuHDhAqmpqbi7u+Pp6Ymnpyfu7u6kpqZy+vRpwsPD6dOnD2fOnOHWrVvUq1fvHV+BCleuXOHFixe0bNmSL774gqCgINTV1bl27RoDBgzg6tWr9OzZEyMjIxwcHKqlsk5PT6+RGejV7FEZGRm4urpSWlpKly5dcHNzY+bMmaiqquLm5oalpSVjx46lbt262Nvb4+PjQ9++fYmNjeXw4cMsWrSI7t27c/PmTWJjY/Hw8EBDQ4P4+Hjs7e1ZuHAhHh4eaGpqcunSJQYMGEBmZibnzp1j6tSpjB8/nuTkZKZMmcLLly+xt7fH19e3Rjvjxo0jLCyMpKQkXFxcmD179lt/Lv6NUlNTWb58OdeuXaOoqIi5c+dy5swZLCwsaNiwIbt27SI/Px+oWOU5btw4zMzMsLKyqtGWj48PXl5eFBQUoKioyMKFCwFwcnJi06ZNfPfddxQWFtb4TNbW1q4RTPlqW5s3b8bf35+UlBRevnzJtm3b3s4FElUjljd5/f5p0K8Y9PTuvavA7bp163LgwAGUlZWZPHky7du3F8ZKVf3VmLnqtp07dwrbx48fz/jx42u0p6CgIEwIit6OO3fuYGZmBvzfd93KwNWkpCTi4+PZuHEjxcXFODg4kJCQwI4dO3j+/Dm3b98mOzubBw8ecPfuXTw9PYWxoUwmqxZkU5kxLycnh6SkJOzs7ADIzs6mXbt2GBsb4+rqSvfu3bGxsUEmk/2t0lgikUgkEolE/4QYmCMSiUQi0QfO29sbb29v4Wd3d/cax1SdmN28eXON/ZU3QCvTR1eqXKnu4eHxp9te/T2R6GPRqVMnzp8/T79+/WjVqhW6urq1Hte8eXPU1NSwsLAQslRV9c033zB69GjKy8uZOnVqjewWr2ZeEYleJZVKWbNmDXK5nNzcXCZPnszWrVupV68ehw4dYuzYsaSnp6Orq8vPP/8MVA8W2bdvn5i54w0qLi4mPDyckJAQ7ty5U2O/VCrFy8sLDw+PWlfuDh8+HH9/f+zt7ZkwYQJ+fn4cPnyYhg0bYm9vz+jRo3n48CGnT59GLpfz9OlTAgMD+eSTT5g0adJ7M9GQm5vLvn37uHHjBi9evKC4uBhtbW3i4uKEVfIqKirVUllXZpeqTJFd1aur55s0aUJ4eDjKysq4ubmxfv16AgICkEgkyOVygoKC/vA6BwQEcObMGfLz84WxDlSMe9auXUvv3r2F4AwrKyvWrFmDkZERe/bsYeXKldjY2DB+/HgWLFhAUFAQrVq1YtSoUTx8+LDWdvr164evry8GBgZv7oK/Rampqfj7+//hyvW3dQ6NGjXizJkzwrahQ4eirPx/t740NTWFcfGkSZOYNGlStTYqx8Ta2tocPHiw2r7KsnDOzs5/eh6vBlMCNdravn373+iR6FVffPFFrVmupFIpK1eu5PHjx9y8eRMjIyOUlZWxtrbm/v375OTkYGRkxP79+xk0aBD16tUjMzOTfv36sW/fPoyNjUlNTeX+/fts27aNmTNnYmBgwNixYzlw4AB5eXkUFBRgbm5OYWHhO+j5m5GVlUVQUFCNgOGqgoODGTt27N8OYrpy5Qrx8fF/K8Pj6w6OEoOtPmxOTk4UFRVhYGBAnz593vjjBQYGcvDgQY4fP/7GH+tj8He/i8jlcgoKClBTU2PVqlVcu3YNiUTCqVOnqFOnDnl5ebRq1QovLy9u375NZGQk7du3F4LOXVxcKCwsxMXFBagoX6Wurk5OTg579uxh//79qKioCAvRmjRpgrGxMSdPnkRJSYnS0lJKSkqYOXMmioqKODg4oKSkhKqq6nszXhaJRKJ/I09PT27dukVISMgf3jsViT4GYmCOSCQSiUQikUj0P5BIJNUmb6uqTMuqr68vTFKmpaX94XEmJiacPXu22r6qk5t/lHlF9PF6+fIlw4YNo6SkBE1NTVq2bElcXBwdOnTgyZMnXLhwgaCgIMzMzOjWrRu5ublcvHiR4OBg7OzsePr0KVlZWUycOJEOHTqwadMm5s2b96679a9VWYqua9eubNiwAXNzc6Ai64uCgoIQeOPq6oqbmxv9+/ev9vudO3dGRUVFmHC8cuUKgwcPBipWAufk5ODu7o6bmxt6enp8++237Nq1iz179vDs2TOeP3+OqqrqW+zx/9HX1xcCIaoG9VZVmR1o8uTJtG3bFqg9lXVlO1Xff6uuns/MzGTy5Mnk5+eTmprK9u3bCQkJISgoiC+++OJPr3PlpIyqqipNmjQRtleW86xfv36Nbc2bNxeem8oV27dv32bMmDEA5Ofnk56e/oftiF6PykxJ169fp7i4mOPHj/PgwQNUVFQYOXIkJ0+eJC8vj6dPn+Lt7U1SUhKJiYmoqakhk8no2LEje/fuxdzcnOzsbBo3bsz48ePx8vLCx8eH06dPC6XkWrRo8a67+1H4owCLPys9V1xcjJ2dHQ4ODjRo0IDz589z+/ZtEhMTSUpK4ttvv2Xjxo08fPiQtm3bkpKSgqOjI+3bt+f06dNoa2vz8OFDRowYwfbt2wkNDaVdu3bcu3cPV1dXnjx5wo8//lhrRtIPVbNmzYT32T+65sHBwbi5uf2tgJfKNvz9/cnLy2P37t24u7sLWcwCAwORSqWsWrUKuVzOlClTSEtLY+vWrcJ7emFhIRMnTiQkJARzc3Nmz55Nly5dWLFiBb6+vtWyotXWXnl5Od9//z1lZWX4+fnRr1+/13rNPiQymQwvLy9+//13GjRogKWlJWFhYRQXF7NhwwZMTEyIi4tjzpw51KlTh0mTJtG0aVOuXbvGoEGDyMvL4+TJk6iqqjJlyhRu374tZGN8EwsF3na5itqCKEX/jFwuJzQ0lO+++46LFy8SGRmJl5cXq1atomPHjuzevZtvv/2WqKgojh49yqNHjzA2NsbW1pbIyEjq1q2Lvr4+MpmMn3/+menTp3Pp0iWys7Px9PQkPz+f8PBwTp06xcyZM9m4cSNPnz7l0aNHnDhxgpycHFq2bAlAXFwcAMePHycrKwstLS309PSwsLCgU6dOzJs3DwUFBXr27ElISAi5ublER0czderUatkWa8u0JBKJRKL/3u3bt6uVtRKJPlbiMgKRSCQSiUTvvdTUVNzc3P7yuPz8fA4cOPAWzqjiJvWWLVveymOJRCLRqw4dOoSZmRlhYWE0atQIJSUlxo0bx5kzZ2jbti1KSkpAxaTMiBEjGD16NPv370dNTY3nz5+zcuVKIVNH165dSU5Ofpfd+de7cuWK8K+DgwOZmZnA/2WcU1FRYdWqVWzbtg0/P78av1+1hBNUBPocO3YMqVRKQkICzZo1Y9SoUfzyyy88fvyYS5cuYWNjw88//4yOjk6ttd7fJ05OTpibm/P8+fN/tEp+165dODs7I5VKhfYCAwMJCAhg4cKFf3idg4ODKS8v5/nz5/j4+JCVlSXse/Xav7rt1f1GRkbs3r0bqVRKfHw8PXv2rPW4V8twvU1nz56ld+/e2NjYsHXrVsaPH4+dnR0TJkzA39+/2rhLKpXi7+8PVGRusrKywsHBQcga4ufnh4WFBatWrXonfQGETEm//vorenp6DBs2jOLiYh4+fMjq1atJSUkhNjaW3377jeXLl7Nr1y4aNmyImZkZZ8+e5eTJk8jlch4/fszo0aOJi4sjODiYkpIS4uLiiImJITo6mubNm7+zPr7vgoOD/zJb0quvO19f32q/m5qairW1NS4uLixevJhRo0YBUF5ejrW1NQB9+/bl4cOHte5TUlIiPDycDRs2sGLFCoqLizE2NmbVqlXMmjWLmJgYMjIyaNu2LW3atEFJSYnHjx9z69YtJBIJL168ID09nbCwMBITExk8eDD5+fkMHjxYyKb14sUL2rdv/4au4v+utLQUQ0NDNDU1adGiBf7+/jRr1gwdHR00NDR48OABL1++5JNPPkFLS4umTZuyYsUKYmNjadasGS4uLhgaGtKnTx/U1NT45JNPSEhIYNWqVcTGxqKlpcXs2bNJTk7GxMQEDQ0NWrduLZRmNTU1ZfLkyfz000/cvn2bGTNm0KFDB1xcXGjQoAFyuZy8vDxu3LiBj48PZ8+eRVVVlYyMDIKCgoiNjRWCTdXV1SkoKODly5c0btyYs2fPcvbsWczMzIS/9djYWAoLC/n9998BKCkp4ciRIzg6OrJixQqioqKQSqUsX778nT0n71JiYiJBQUGEhoaio6PD6dOnOXbsGDNmzOD06dPs3LmTFStWABUBs6GhoURHRzNs2DChjSNHjjBgwABMTU0JDQ3lzp07+Pj4MG3aNDZs2FDt8VJTU4mKigIqsjAtWbLk7XVW9F6pDEJu0aJFtf+XlZUJ2Wh69uyJnZ0dP/zwA56enkilUlq1akV+fj4zZszA0NCQFi1aEBAQQLt27SgoKGDHjh0sWLAAVVVVxo0bx08//YS2tjZKSkqYmJgQHh5Ot27dmDVrFlCR2VAqlSKTyVixYgWJiYk8fvwYbW1t1q1bx7Zt23j06BEFBQWcOnUKLy8vZs+ezc6dOzl+/DgBAQFERUXVKJUmEolEotq9Os6fPn06lpaWDBw4kIKCAnx9fbl69SoDBw4kIyMDa2tr+vbtW2uArFQqFb4niET/RmJgjkgkEolEr4FUKsXZ2ZnPPvuMvn37snPnTmxtbXFyciIuLq7a4FT05vzTwByZTPYaz+btty8SiT4eKSkpdOnSBagIrKnMEmFlZcXly5cpKCgAKsqxtG/fntzcXPLz8zl79qxwo7yoqAioCBZp167du+nIR0JFRYV+/foRGBiIl5cXGRkZDBgwgMePHwNw+PBhLCws6NOnD6NHj/7L9hYtWsTgwYOxtrZm5MiRPH36FFtbW8zNzUlLS8PY2BhnZ2csLCw4ceIEVlZWb7qL/8jJkyeJi4v7x+V9bGxsWLlyJc7Ozjx79ozbt28LNwQ9PDw4dOhQrdc5ODiYr776CktLS7Kzs/9Rau0lS5Ywfvx4bGxsGDBgAM+fP6/1OEdHR6ZMmVJjgvNtqDrp1KlTJ5SUlIiIiPjL94Hg4GBOnz7N8OHDCQkJITMzk4sXLxITE4OpqelbOvuacnNzcXFxwdvbm7S0NB49eoSenp4QoKiiooKBgQFGRkbUq1ePevXqUadOHZ49e4a6ujoaGhrExcWRm5vLtGnTUFJSQk9Pj+zsbObMmYO7uzve3t5/+FyK/p6qr7s2bdrUekx2djYhISH4+fmRk5PDixcviImJwcLCQjimZcuW1fZZWlpSUFDAb7/9RnR0NMuWLUNLS4urV69y5coVoqOjWb16NX379kUul1OnTh3S0tKQyWTo6OjQoUMHpFIpXbp0oUuXLvj5+WFsbExoaCj169fn2LFjWFhYcOTIETQ1NYVgkPeJr68v+vr65OfnY2dnx+3btykvLyc7O5v+/fvj6+vLDz/8gIaGBnl5eVhbWwsBm8XFxYSEhKCkpMTu3bu5ffs2rVq1Yvny5Rw+fBhzc3OysrL47bff8PHxoW7duuTm5tKnTx++/fZboCJz24IFC5g6dSra2tpARcBcaWkpKioqZGRkEBUVxd69e+ncuTNeXl40atSIoqL/x96Zx9Wc/X/82a1kLaSslS0ZRIlodRVJiEb2pYSQZQxjMPkSiolhLMMImZqRvbGPIrkizBDRkCUJFWU3trbb748e9/PrVoyZsQxznv/U/dz72c6995zP/ZzX+/V6gomJCVpaWmrRVw0bNmTr1q24ubmRnZ3NsWPHsLOzk77rcrmco0ePkpmZCSBN+N+9e5fk5GTJOenWrVtlxkN+7FhYWDB8+HAuX76Mra0tADKZjJ9++glHR0dGjBghtV12drbkEqdyRVJdJ9atW5f8/HySk5P5/fffmTx5MkFBQdy/f19tf8WFOcVdmAT/PV4mXDY1NSUhIQGAU6dOSWNA8dcUFhZSrVo1NUH1s2fPuH79OqdPn6ZBgwa0bdtWiswaOHAgjRs3RktLi7p16/LgwQPGjh1Lz549OXToEFOnTi2zT7hz5w4mJiaSg2FJNzA/Pz+2bNnCkCFDOHny5FtrK4FAIPiYKH6db25uztOnT4mLi6N///6sWrWKwMBAzM3N2bNnz0uF1gLBfwURZSUQCAQCwRviZba9QUFBBAcHI5fL/5M3Bv8OCoWCRYsWkZ+fT05ODt988w2ZmZl4enpy7do1du7cSb169ZgwYWDI6gAAACAASURBVAKJiYno6uoSERHB6tWrOXDgAHK5nK1bt7Ju3Tp27dqFjo4OYWFhGBsbM2PGDOLi4mjVqhV//PEHYWFhtG/fHktLSypUqICLiwvz58/n6dOnTJgwgaFDh0rV4+np6RgbG0sCq4MHD0pCoL179/LixQt8fHzIysrCwMCA9evXExERwb59+3jy5AlBQUFYWFi8z6b9R4SFhTF06NDXsrKHIqFUbGwsn376KQDjx49/ZQSBQCB4fRo0aEBSUhJubm6cO3cOpVJJ9erVOXz4MD169JDGGw0NDapVqyZNmqgq6gGePXvG+vXrqVevHpGRke/zdD5KVH1mWbF3+/btK/X6fv36qT0eMWIESqUShUIhLVP9b21tzcGDB9VeHxcXp/b4XUdCvG3y8/MZMmQIGRkZ1K1bl+HDh7N06VLpWmHbtm1YWlrSp08fYmNjkclk9OrVi169ejFs2DBpktfNzY2oqCg2bdqEXC5n8eLFuLi48O233/LZZ5+xe/dutLS06N69OxEREejp6TFp0iQWLlxISkoKmZmZDB8+nM6dO6u9Nypb7saNG5d6f4s7iajW8fT0xNPT8203W5n4+fkRGBhIaGgopqamUtSalZUVx48fLzVRBkXOJFOmTCEpKYnHjx/j4eHB9evXJYGglZUV+/fvf/cnw/87JZmamuLr60v79u1LfT9UDj8qCgsLyc3N5fHjx9SoUYNvv/0WLS0tUlJSqF69OtevX8fQ0BAnJye6devGvHnz2LNnT6nv6X+Z3Nxc+vTpQ05ODtWqVcPJyQlnZ2fy8vIwMDBgy5Yt3Lx5Ex8fH6pXr86lS5e4ceMGoaGh3L17l4sXL5KZmcm9e/fw8PBg06ZN3LlzB7lcztKlS3F1deWTTz5BR0enVLyfq6srUVFRxMbG4uvry9GjR3ny5Ak1atQgNzeXcuXKYWZmhp6eHsnJyXTu3BkPDw+gaFz08vLC1taWTz75hN27d+Pk5MSjR4+ws7NDX1+fM2fO4O/vT8OGDSXnHEtLS1xdXTE2Nn4fzf1Kzp07R0pKCnK5nDt37vDw4UPJFa9Vq1ZERUWRn59PRkYGcrmczMxMqlevDkDVqlXR1NTEwMCA6OhoIiIiOHfuHM2bNyclJYWcnBy6du3KnTt3yMrK4vLly9SoUYP8/HwMDAwoLCzE0NCQevXqkZKSotZ/6OvrS/1wSEgIt27domHDhjx58gQLCwu0tLS4fv06BQUFnDlzRlrP1taWb775hp9++okzZ85w8eJFGjRoIAkvvb29GTRokNQ/qX6b1KhRA3Nzc6Kjo9HU1CQvL69M17OPHYVCQUxMDBEREVSpUgV/f39++OEHli1bhoGBgeQotmvXLp4+fYqdnR0BAQGcPHmSzZs3c/fuXbXxyczMjFatWvHll1/SrFkzBg4ciL29vRQntnr1auLj4zl+/DihoaHMmDGD9evXs379er777js0NTVZuXIlrVq1wsbGBisrK44ePcrXX3/9n44a+9hITExk69atJCUlceHCBTp06MDGjRs5efIkxsbGXL16lTlz5lCxYkXc3Nxo3bo1y5YtY9WqVbx48YLg4GCGDx/Oli1bKCwsxMrKih07dnD//n1GjRrFzp07efDgARUqVEBTUxNdXV309fW5cuUKNjY2PHv2jLNnz5Kbm0t6ejpXrlyhW7dupfoETU1Nbty4wYsXLyhfvjxKpRJtbW1ycnIAJHGQ6nqvrGt2gUAgEKjj5+fH3LlzGTFiBPn5+VSsWJGYmBgWLlzIrVu3JAG2vb09W7duZcyYMSgUCqpWrUp0dDTe3t6vjNWsXLnyez5DgeDNIRxzBAKBQCB4Q7zMtnfQoEGi4uZv8OLFC/bt28eoUaPYv38/Dx48YMuWLUyaNInIyEhOnjxZSoHv6+srTZQVFBQQGxtLfHw8c+bMYf78+dy6dYvTp08TFxeHvb29tC9VlefixYtxdHTk8OHDnDhxgtWrV0uvMTU1JSYmBh0dHU6cOAGAoaEhv/zyC3Xr1uXcuXOsXbsWd3d3YmNjkcvlbNu2DSi64b13794PRpTzMmefsLCwv+T6U9LBSIhyBII3R69evYiPj6dLly7cvn2b9u3b8+TJE7p3746urq7kkNKyZUs6d+7MrFmzGDZsGDExMeTl5TF37lzatGnDsGHDUCgU6Ovrv+cz+vgoq8/8K33oX+1zP3a2b99Os2bNiIuLo3nz5ty7d0/tWmH16tUkJSWRkZGBQqFgxYoVzJ8/H/h/Fw4fH59SUR7W1tZYWFgwatQo1q5dS2xsLH5+fvTo0YNdu3YBcPr0adq2bYu/vz+hoaEcPnyY8+fPk56e/j6b5G9TvCL9+PHjUtSaamJcT09PivNSxa0lJiZK111jx46lsLAQExMT6fnik+rvGpVT0rx588jKyiIkJETteSMjI1xcXOjcuTNGRkZAkVj44MGDdO7cmfnz53Pjxg0MDAzYunUrtra2DB06lHLlyn1QzlPvmh07dmBtbU1UVBRVqlRBS0uLPXv2EBcXxyeffCI5aBS/hreysqJfv36cP38eJycnzMzMyM7O5o8//iAmJgYXFxd27tzJnDlz8PT05NatW9SqVYslS5ao7dvT05Nt27Zx/vx5zM3NqV27NiYmJjx79oz8/HwePXrE9u3bqVevnhRXoorMOnr0KCNGjODEiROMHj2a3r17Exsby/nz5zl9+jSHDx/m8ePHrFixgrNnz3Lw4EESEhJ4+PAhmzZt4vTp0++juV9JixYtaNKkCQqFggEDBuDl5UV2djYAN2/exMDAAAsLC4yNjVEoFHTu3JkRI0YA/+9YoaGhwcqVK1EoFDRp0gRtbW3Mzc1p06YN+/fv5+zZszRr1ox27dpx7949Hj16xMWLF9HQ0HipaF9DQ4NFixaxbNkycnJyqFWrFqmpqUCRmEgVw2lra6v2m8HOzo7r16/TokUL2rRpQ7Vq1YDSrmglkclkTJo0CWdnZzp27MjEiRPfXCN/gDx79kwSXvbu3RsTExNSU1NxcnKiUaNGuLu706xZMwoLC5k3bx716tVj6dKl9OzZU4q6AujRowcPHz7kiy++YODAgXz22WdqVe6+vr4MGTJETRBZUFDAsmXLOHLkCBEREZKLzr1795g5cyZ79+4t1VcLPmwsLCxo2rQpO3fuZNiwYVSqVIlx48bRqFEjhgwZwvTp07G3t6d///54eHiQnp5OkyZNuHv3Lk5OTqSmpmJkZMSBAwcoKCigYsWKeHt7065dO0JCQvjhhx94+vQpy5YtIygoSBLc6ujo0KhRIzw8PPj2229JT0/HzMyMUaNGsWjRolJ9gkwmY/r06XTo0AEnJyeOHDmCrq4uq1atYvz48YSEhKi5LQoEAoHgz6lWrRouLi507dqVTz75hHbt2hEQEMC4cePw8/NTi5FWFVVYWFhgZ2dHSEjIK2M1SxZcCAQfOsIxRyAQCASCN8TLbHt1dXVFxc3fQHUT0cLCgjVr1tCsWTNkMhl169YlJSWFq1evSrblbdq04fDhw2rrp6WlSVXcbdq0Yfbs2dINXtV2Ve+FqsoTICEhgdmzZ5OXl8f58+fLPJ6UlBRA3eb74cOHJCcnk5CQQEhICC9evGDAgAHo6empWbP/WyjLlWjy5Mno6+vj5uYmuQsBBAYGoqurS2JiIs7OzowYMQIbGxv8/PzIycmhc+fOzJgxg4sXLzJ69GgAPDw8yMrKUnMwUlVDT5kyhY0bN1JQUECnTp04dOgQa9eulSJMli5dKr23AoGgbHR0dPj555/R0tJizJgxNGnSpMzJwvXr1wOoubasWbMGLS0tgoOD/5WV//82lEolvr6+XLlyhYoVKzJ58mS1/rFTp07I5XJsbGyIiYlh9OjRmJubq/WZBw8epHLlyly6dIkaNWqwb98+NDQ0cHBwIDs7m8LCQqpXr86zZ89ISkqiZ8+eHD16lGbNmlGjRg2ePn3KggUL6NKlC3K5nDZt2nD06FF8fHzw9fXlhx9+IDw8nCdPnjBv3jxcXFzw9vZGT0+PhIQEOnfuzLRp0+jevTsHDhwAiiY4o6Oj0dbWfp/N+9qUHPcTEhLUxuYDBw6QnJyMQqGQPuu1a9cGihwjVLFGP/30ExEREchkMrXrtX79+jFo0CC8vb1p3bo1enp6jB49mmbNmknj+KVLlxgyZAhQJD7NyMiQrh8+JEJCQvj555958uQJU6dOZd++fTg7O2NiYoKxsTFVq1bF2NiYTp060bhxY2rVqoWZmRmJiYm0aNECGxsbsrOzqV27NlZWVjg4ONCqVav3dj6WlpaSQKgsil/PqfDy8mLo0KH4+fkRHBxMWloahoaGXLlyBUNDQ3766ScGDx5MVFQUfn5+XLp0ieHDh7N+/XrOnj3LkiVLKCws5N69e4wZM4Z169ZRvnx59uzZg5+fH2PHjqVFixYsWbIEIyMjevfu/Tab4L2Qmpqq5rb09OlThg8fTkZGBllZWZiammJqaipdwyckJLB7925kMhmdO3cmMzOTpKQkcnJyuHPnDsnJySQlJUlOiyYmJpQrV05NTK+iuMAAikTwjRs3xtHREU1NTZycnKTvalksX76cHTt2kJub+48j9P4NBAUF0bx5c6pWrYqOjg5jx45FJpPh6upKWloa48aNY+TIkaxbt47q1aujqanJixcvaNq0qdp2rK2tcXR05Pbt2zRs2JBJkyYxYcIE6tSpQ9u2bfnuu+/o378/NWrUQENDA09PT7VCBrlcLr0nrq6uaGlpERgYKLmGDRgwgD59+nD9+nUqV66MtrY23t7e0u8HFQ0aNODBgwcAjBw5kpEjRwIv/64Xd6VTOaN9SISFhZGfny+JpQCioqIoKCigW7duf3u7jRs3Jjw8nLS0NGbPns3q1auZO3cuKSkp0r50dXUlx7eQkBBmzpwpjY/e3t6EhYWhoaGBm5sb9vb2NG/enDFjxrB06VLS0tKkSKySqOKCtLW1qV+/vlrEqqGhIVA0jgo+LooXqBkYGHD58mU++eQT8vPzsbKyIjY2lh49enDu3DmuX79OZmYmcrmcmzdvUqVKFUaOHMnQoUPJyckhPz+fu3fvSttOTU3l5s2bfPPNN9SuXZsaNWqwfPlyxo0bh6OjI/PmzSM7O5vy5ctTsWJFzpw5I8X5lewTPDw8JBc1KPoOjh07Vvpe/NdFfQKBQPBXCQkJYenSpchkMubNm0dcXBxJSUls376dDRs2cPDgQcnp0MnJiaFDh3Lr1i3JzflVsZriekHwsSGEOQKBQCAQvGUuXbrEwoULpckPweuhqt4+e/Yszs7OapMqhYWFNGzYUIpMOHXqFI0aNUJbW5uCggIA6tevL21D9byJiQkXLlwAiqo0VRSv8lywYAFr166lbt26mJqaqh2Pm5sbZ8+eZciQIVy6dKlU1IOZmRnOzs7S5EteXp40+fdv5MWLFxw4cIDNmzezf/9+srOziYmJQVNTE3t7e6l9XV1dOXbsGBYWFsTExKClpUW/fv0IDQ3FyMiIAQMGkJ6ezvTp01m1ahVNmzZFqVRy48YNbty4IQkDAOrVq8fdu3d5/vw5v/76K46Ojty9e5ddu3YRFxfHgwcP8PHxYceOHe+rWQSCD4Zu3brx5MkTGjdujI2NzWuvN3z4cK5du4aurq7k7CV4OTt37sTQ0JC1a9eiVCpxdHRU6x87deoEQN++fQkICKBz587ExcWp9ZkHDx7Ezs4OZ2dnTpw4wd27d5HJZNSqVYvo6GguXLjA1KlTSU9Pp0OHDkyYMIGrV6/y+++/c+TIEQoKChg9ejRdunQBiiYUgoODcXBwwNvbm379+jFs2DAePXpEnz59cHFxAZAiYdq1a8esWbMwMTEhJSWFgoICGjdu/MGIcgAaNmxIQkIC3bp149SpUzRu3JgffvgBKBqjGzVqhJmZGS4uLpJDW15eHhkZGWrj8MqVKzlz5gxXr16VJntV1w9aWv9/i8TAwIDnz58TFhbGwIEDgaI4jyVLllC7dm0KCgo+2IiUiRMnqk06qeKZFAqFFLWliu0sTmJiovS/SiwRGBj4Fo/01SQmJpKQkMDw4cOxt7fn6NGjTJw4kUWLFnHkyBGMjY1p2LDhS9ffs2cPxsbG3LhxA3d3dw4dOgQUVWcGBQVx8OBBZDIZxsbGfP/99+zbt49Vq1ZhY2Pz0gjbM2fOMGjQIDZt2kRgYCD79u1j586d76pJ3ikNGjTg7NmzZGdns2nTJrp3706TJk3YsGED/v7+apGKUORyU6NGDbp27UpYWBj79u1j4cKFPH36lLFjx3LhwgVpTMrLywOKRHVBQUHSPlUCAoDjx49L/5cVGQioXYMW5/PPP+fzzz//Zw3wL6JcuXJcuXJFeqxQKMjNzS31/fz9998lQe/QoUOxsbHh2rVrgHrbFqfkhPapU6dKvab4ugEBAdL/qvekuOtEcVHxq76fHytKpfK1fhu+iYinkr9VCwoKmDNnDlAkaB0yZIjaa8oaH0uiqnIvHidW/De4CgMDA9LS0qRxWE9Pr8xjEnyYqOLSSvYxJYvVzMzM2Lt3L7169ZL6jjNnztCkSRNu3bqFtrY2bm5uyGQyCgoK2Lx5Mz/++CNNmjShefPm0nVZQUEBDRo0oEmTJnTt2hUHBwdGjRrF8OHDuX//PqGhofTt25d69eqRm5sLFLmGLlq0iL1797JgwQLy8/OZOXMmrq6u7Nixg6+//poKFSoQEBDA6tWruXfvHocOHSIiIuIdtaJAIBB8PEycOJH69etz6tQp+vXrR58+fUhMTGTTpk1AUT9+7Ngx7OzsaNasGREREUyYMIEdO3bg6OjIvXv30NfXlxyDxfWC4GNGCHMEAoFAIHgDFL8ZXPzGo+rG5BdffPHuD+oDR1tbG1dXV168eMGiRYtKVTtbW1sTHh6Og4MDVapUYcOGDVSpUoX79+9L1ZsdO3bE1taWcuXKER4eTu3atbGwsMDBwYFmzZqVOSHp4eFBz549sbCwkGzTAZKTk3F2dsbIyAgbGxsuXbpUal1fX19GjhzJypUrKSwslCI0/q2UdCUq7iigoaGBrq4ugLSsOGW5Bty9e1eqvH3VDWdXV1eioqKIjY3F19eX1NRUzp49S8eOHd/o+QkEHwNpaWlqrgDFiY6OVnusmpCeO3cu9vb2kmCkJB+DO8C75PLly9ja2gJIVeRl9Y8tWrRAW1v7pf2flZUV27dvp3nz5nh6evLw4UMeP37M48ePSU9PV5u0atGiBTKZjKZNm1KzZk0AyT0AivpvTU1NTExMyM7O5uTJkyxdupTCwkIpvkR1TAAVKlQAkAQDBQUFDBgw4E010TvBw8ODwYMH4+joSO3atWnXrp3atUJkZCT6+vrUqlULuVyOhoYGAwYMkERKKlSOEI6OjtKybt260atXLzW3AoDu3bsTHBzMsmXLgCJXCh8fH3JyctDW1iYyMvKjybsPCwvj/PnzVKpUiYCAAORyOd9++y1KpZL79+8THR3NqVOniImJwdjYmKSkJORyOcuXL8fc3Pxv71cul0sCtr+KhYUFFhYWBAQESJWUqsgjhUKBvb39Kyf+k5OT2bRpE1WrVuXSpUvo6+tLbouq6sysrCw2bdpEdHQ0+fn5kgiypCuA6v8HDx7g5OREQEAAaWlp1K5dm/Lly//lc/sQ6NWrF56enly7do1KlSrx/Plzdu3axalTp9DT01MTuBenXbt2rFq1CmdnZ+rUqUPTpk0xMDCgW7duao43//vf/4DXFzII/py/K+j92I7hn1BYWIiNjQ0pKSnY2tpy//59Ndes1atXM3jwYPLy8mjZsqUUD7Z48WIKCwslx9HiogCAgwcP8vPPP5Oens7Zs2cJDw/nxx9/ZN26dfj4+FC9enWuXbvGzp07qVevHsOGDePmzZsYGxtjbGysJoh6Gb/99htfffUVeXl50jWitbU1vXr1YvLkyWWOjyVRVbkXL6Jo0aIF06dPp1+/fgQHBwNF10fjxo3DwcEBmUzGihUr/n6jCz5Y3N3dmT17NnPnzpWKcwwNDZk+fTrVqlVj8uTJxMTEULt2bTw9PVEqlXTr1o1y5cpJ46uWlhb+/v6cOnWKIUOGMG3aNL755hu0tbVRKpXUrVsXKysrwsPD6datG25ubmRkZHDu3Dk+++wzLly4QGxsLEqlkq5du+Li4kJQUBBxcXFUqFBBcsYs6VolEAgEgr+Gu7s7u3fvxtHRkcqVKzNz5kxcXFwoLCyUhMHe3t7Y29urCZDnz59Pjx490NHRYfTo0dL9D4HgY0UIcwQCgUAgEPwrsbCwUKvAKiuOpawbfMUnqqdPn8706dPVng8ICEBLS4vNmzeTmpoKqFd5+vj44OPjU2q7Q4cOVZvkLkuAVfw4VbRr1+5lp/jeeZUrkVKplHLbVRWQxR0FynINUNlVN2nSBKVSWWb1JBRVTH/11VfcunULc3Nz7ty5Q9u2bUtVSQsEgiJhTmxsrJow52WTlKoJacGbxczMjBMnTtC9e3eUSmWZ/SNQyj2lpAuLTCbDzMyM7777jsGDBzN06FBq1qzJkydPMDIykmIeCgsL0dDQQFtbW6r6VS1XERQUxJw5c7h+/Trz5s3j1KlTHD58mJycHOzs7F56TB06dODrr7+moKBAmvT+UNDW1mbz5s3SY4VCUepaAcDf3x9/f3+1ZcXH5jVr1pTadnEHmeKRQ35+fvj5+UmPGzdu/FFHkpqZmTFixAi165ri7jEq8Zivry8//vij5K7zNlEoFC+Njfriiy84ePCgmqhHLpezf/9+wsLC2L59O506dWLIkCF89tln5OTk4O7uzldffUVYWBi7du0iNzcXNzc3KleuTJMmTdi8eTPjx4/HyspKckMcOnQokydPBoquUeLj418aYav6/lpbWzNlyhSGDx/+1tvofZCbm0vfvn3Jy8vD3NwcJycnNm3aROXKldHR0eHHH3/k5s2bkqDAysqKnTt3IpfLGTZsGDdu3MDExIQbN27g5uamFmm6aNEiWrduTatWrTA3N2fBggV07doVPz8/CgoKGDduHIMHD1YTdcnlchQKBV999RWHDx+mXLlyREREUKdOnffcUu+HlzkIlRT0vg/+DcfwT7h16xYVK1bEzs6uTNesjIwMDhw4gEwmY+jQoZKTUW5uLlFRUSiVStq1a6cmCrh27RqGhoZs3LiRWrVqSc6uKre2Bw8eEBMTw8aNG4mMjKR9+/bo6OgQExNDcHAwz58/VzvGku9//fr1pTixks5IixYtkv53cHAodb6qfr74uFBWnFhcXJz0v2rM9fLywsvLS+11xff/NseQlzm6vAyVAErw+pw9e5auXbuSk5PDtm3biIuL4+jRozg5ObFu3Trq1q1L586dqVKlCgYGBiQmJnLt2jWGDh2Ki4sLnTt3ZsKECUyZMoWaNWvSt29fzM3NCQkJUdvPkSNH1B6PGTNGen8PHTpEfHy8FNfWoUMH4uLiKCwspGvXrnTp0gVzc3PpPk52drYUs6YSrQvhp0AgELwZZDIZoaGhastUjr8qikeUqrCzs+PYsWNqy8oqfhYIPhaEMEcgEAgEAsF/Cn9/f44fP46mpiZbtmx534fzXnmVK1FZlQ3FHQXKcg2YN28eI0eORENDAw8PD8aNG6fmYKTCxMREzQHkVVXSAsF/ndWrVxMfH8/x48dRKpXo6+vj5uZGVlYWUVFRvHjxglWrVmFpaSlNUgreLK9T+VUWZbmwuLu7ExYWxtixY5k6dSqmpqZMmTKFypUr07x5cxwdHaW+uFu3bsyePZvIyEg1sQgUuZvExMQwbNgwRo8ezZw5c3B0dMTa2lrKaS8LmUxGy5Ytyc/PRyaTUVhYSPfu3fnjjz84dOhQmQ5pJRGTVx8nZdmFq1xhVO4xKmHO66KqQr9y5QoVK1Zk8uTJzJgxAyiKwCoueL5x4wbe3t6SeGbq1KkEBARw8uRJfvvtN3r27Em7du04fPgwlSpV4tSpU8yYMaNMtz2ZTCZVY3bq1Innz5+jUCjQ0NCgY8eOUoRRs2bN0NHR4ZdffuH333/nhx9+IDk5mYULF3L58mWg6Ds7YcIE6Zpl4sSJkmPWqxg0aBByuZyNGzf+pTb7UNixYwfW1tb4+/vj6+uLlpYWe/bsoUKFCsyYMYPY2FhMTU1fKiioV68ehw4dQltbGwcHB/z8/EpFmqanp3Ps2DEqVaqEu7s7ERER1K1bF3t7eyl+rSTx8fEcOXJE6t8EgjfNl19+yZkzZzA2NqZ79+5cuXKFunXrAkWT/hMmTCAtLY169epx7tw57t69y6VLl2jdujXdunXj5s2bGBkZUaFCBfr27UtWVhb37t3D19eX1atX8+DBA7y8vPD09CQsLIxOnTpRu3ZtHBwcePDggeSkl5iYyGeffUZMTIzk2iX4+7zutY1w8Pp/isdir1ixgoyMDBQKBcnJycyfP59Vq1aVGheuX7+Or68v3t7ekpD1nwh9/yyubdCgQZibmxMdHY2mpiZ5eXloampy48YNXrx4Qfny5aWCopycnDfRLAKBQCAQCASvRAhzBAKBQCAQ/Ot4WZXnm0Blr/1XeB1r8A+Rl7kSQVFVQ8nKhuKOAkAp14CmTZty+PBhtWXFq2KLV0geP35c7XXDhg1j2LBhf+MsBIKPG19fXxo2bMiIESPo1q0bMTExaGpq8uzZM6ZPn05KSgqzZs0iIiLifR/qR8vrVH4Vn1BQKBQUFhZy6dIlcnJyWLduHf379yckJITg4GBevHjBxYsXKV++PMOHD0dHR4dPPvmElStXcvv2bYYNG0anTp2wsbHhzJkzzJgxg969exMYGEhAQACZmZk8efKEChUqYGdnh729PQcPHuTIkSOSk5yzszNRUVFER0fj4+NDfn4+UVFRuLq6oqGhIVXh37p1iypVqrB3797Xbo83OXn1Tya43ua1wn8RPT09yQUhKSmJjh07TqJJrwAAIABJREFUlinWUVHSjaksdu7ciaGhIWvXrkWpVOLo6Mj+/fuBoljL4sKc4OBgZs+ejYODA126dJHiMuvXr4+FhQUnT56kdevWXLt2jTlz5hAdHc3FixdJT0+nfv36rzyOa9euMXnyZJ49e8alS5ekuLc2bdrg6+sLFFVjWlhYoKOjg42NjRRfB7B8+fJS23xVhK2qffr16/e3Iro+BFJTU6VIVCsrK54+fcrw4cPJyMggKysLU1NTTE1NadasGTKZjLp165KSksK1a9do2bIlfn5+REdHc/z4cTIzM8uMNDUzM6NSpUpAkWOI6n1u0KAB2dnZZX4+v/zyS7y8vNDX1ycoKEhaXyB4UwQGBpKVlYVSqaRfv34UFBQQGhrKr7/+ChR9Fr/++mu8vb0pX748kyZN4vLlywQGBpKZmcmGDRv46quvePHiBWFhYdK1wKlTp/jxxx8JDAxkyZIlpKWlSfs8d+4cR48eJSUlBS8vLyZPnsyDBw+Qy+XUq1dPOCa+ApX4SUdHh23btqGrq0urVq1o1aqVFBn222+/qcUzXr9+nQULFpCfn8/MmTNxdXWlffv2WFpaUqFCBXR1dUlPTyctLY369euzdu3a932a74XisdjTp09HW1tbGhtr167N06dPJRcp1bjQt29fAgICGDRoEIMHD6Zr165v9JhKxrXJZDImTZqEs7MzGhoaNGvWjBUrVjB9+nQ6dOhApUqVmDVrFu3bt8fb25vff/+9zDFfIBAIBAKB4E3xcd4hEAgEAoFAIPiXcezYMT7//HMqVarE4MGDSU1NJTAwULIV9/b2Zs6cOcTGxiKTyVi3bt2fTjQJBIL/Fq1atZIcTX766SciIiKQyWSvNUEueLfs2bMHY2Njvv/+e/bt20diYiJZWVn4+vrSo0cPjIyMmDx5MtOnT8fGxoapU6dy/PhxNm3axOeff46LiwtKpZIbN24ARWKfGTNmcPfuXbKysqhZsyaamppMmzaNnJwcXF1d+f333xkyZAhz585FW1ub3r17Ex8fj5mZGXv27MHe3p4VK1ZQsWJF9u7dy9OnT1m7di2HDh1ixIgRjBs3rlTcz9OnT/Hy8uLOnTs0bNgQDw8PafLK39+f2bNnS6JLVZSMXC7H2tqazMxM1qxZg4+PD1lZWRgYGLB+/XoiIiLYt28fT548ISgoCAsLi/f5Vr1VHj58SGxsLJ9++un7PpQ/xdnZmYULF3Ly5MnXEpMYGRnRu3dvgoKCaNq0aZmvuXz5siRwUfVVKreZku5MV69epXXr1kDRZN+1a9eAIhHGw4cPqVOnDs+ePeP27dtMmzaN69evU65cOVq2bFnmvovHaX7//fdMnToVuVyOvb29JOIoLgobOHAgkydPxtra+h/3qUeOHOHLL7+Uopk+Rho0aMDZs2dxc3PjzJkzmJqa0qRJEzZs2IC/v7/UxiXFMw0aNJBE3Kq4ngYNGpQZaVr8/alatSppaWnUrVuX1NRUDA0N0dPT49atW1SoUIHbt28D4OTkRLdu3Zg3bx579ux5qbOOQPBPefDgAa1bt+bkyZOYmJiQkpICQL169Vi0aBE7duygUqVKlCtXjho1alCjRg1kMhn16tWjXbt2ODo6kpmZSfXq1Xn48OErx8Lc3Fzq169PWloa1apVo379+hQUFLBgwQIaN25MuXLl3tVpf3CEhYVRsWJF1q5dy+bNmxk5ciS3b9/m119/JSEhgfDwcL799lvJtUWpVDJ+/HhiY2NRKpV07doVV1dX7t69i7+/P/Xq1SMgIIDmzZuzdu1aXFxcePjw4SvdCj9Wisdie3l5cffuXUnUkpeXx65du0qNC9ra2ixevJjc3Fzs7Ozo2rXr3xpz/0pcm5ubG25ubmrLPDw88PDwUFtWMjJLIBAIBAKB4G0ghDkCgUAgEAgE74BffvmF4OBg5HI5hw4dIjU1Ve35pKSkUvbPJfPV3yTCaUAg+DAoPrlcfJJy5cqVnDlzhqtXr5bK6Ba8f5KTk9m0aRPR0dHk5+djY2PDqFGj6Nq1q+Rqk5yczLRp09DQ0ODJkydYW1tz+fJlgoKCAEqJrgoLC+nfvz/lypXju+++4+DBg/j6+pKens6BAwfYuXMn8+bNY9WqVTg6OhIXF4eWlha3bt3C0dGRhw8f4u7uzsiRIyVnD5Vr2tq1a8uM+1m9ejUuLi74+vpK7jbm5uaSQ9Ds2bPLPH8PDw9sbGxYvnw57u7uDBgwgO+//16aeK9atSqbN29+G03/r+Lhw4f8/PPPH4Qwp0qVKsTHx6stK8sVRrVsw4YNf7pNMzMzTpw4Qffu3VEqlSiVSh4/fgwg9WsqGjZsSEJCAo6Ojpw5c4bx48cDsHnzZtq2bSu9rlatWnz99dfs3r0be3t7YmNjy9y3XC7nq6++4tdff6Vbt26MGzeOZs2avXQC29nZGS8vLylq65/g4OBQyhnwY6NXr154enrSpUsXqlWrxvPnz9m1axenTp1CT08PU1PTMtdr164dq1atwtnZmTp16tC0adPXijSdM2cOAwcOpKCggLFjx6KtrS0JHe3t7aUon169evHs2TMAtm7d+nYbQfCfpWbNmnTu3JmEhAS8vb05evQojRo1olevXuTn5xMZGQmAvb09crmctLQ0NeGNmZkZ06ZNY/ny5YSFhbFmzRoyMjKAoshfVT+7du1a6tevT7t27UhLS8POzo6KFStiaGiIra0tM2fOJDIykoSEhHfeBh8CBQUFTJkyhaSkJB4/fiwJMRo3bkz58uWlmMbi3L17l+TkZMnRLTs7m8LCQgwNDalXr570OlXUY506dXj06NF/UphTPBY7MjKSVatWIZfL0dDQYMCAAbi5uREUFKQ2LuzatYvvvvuOZ8+eMXjwYOD1hL4CgUAgEAgEHwtCmCMQCAQCgUDwDvDz8yMwMJDQ0FBGjBghLVdlqycnJ0tOA1Bk/ywQCAQtWrRg+vTppKamoq2tLS23trbG0dERR0fH93h0gpdhZmbG0KFDmTx5MgA5OTn07NmTWbNm8fXXXzNr1izMzMwYPHgwVlZWAOTn53PkyBFOnDhBp06dUCqV6OnpSU4QqkiWOnXqqP3//PlzPD09uX//PhcuXEBTU5PAwECePHlCfn4+AwcORFNTk/z8fMnFomQsEZQd93P58mXGjh0L8MrIqZLbU51TcnIyCQkJhISE8OLFCwYMGICenp70/IdESee79PR0NZc7AB8fH6pXr861a9fYuXMnq1ev5sCBA8jlcrZu3SqJBz4W/iyKzN3dnd27d+Po6EjlypWZOXMmLi4uFBYWMmfOHLXXTp06FS8vL3Jzc+nRowd169YFoFq1akyaNInAwEA8PT3x8vLC19eXR48ecfToUdasWUN4eLgU5aISjdnZ2anFa7q6uqrtr7jYSEWLFi1o1arV32mK/xw6Ojrs3r1bbVlZoiZVTGpxQfiaNWvQ0tIiODgYY2NjoOxI0+KuB5aWlhw7dkzt+bJcEIpHqAoEbxNfX18GDhzImjVraNmyJe3bt+fixYuvvb6ZmRkpKSm4urpiZGQk9XnFRQoqyhKmHTt2jAEDBlCzZk1q1Kjxxs/vYyAxMZGaNWsSFxenJn4qKwZPtaxGjRqYm5sTHR2NpqYmeXl5aGholBrrXhX1+F+grCIff39//P391ZadPn261LolncxeR+grEAgEAoFA8LEghDkCgUAgEAgE74Bq1aqxcuVKMjMzGT58OHXq1AGKnHJatmyJmZkZLi4uavbPr0NYWBjm5uZlTnIqFApiYmIkR4SSrFu3Dh8fn795RgKB4F2gp6dHXFxcqeVr1qwptUw1Ia1yQ/k38Gf90F8hLS2NgIAAyar+Vbyqb3wXuLu7M2HCBJycnICiCQwPDw9GjRqFp6cn58+f56uvvpIEBjKZjDVr1jBt2jS8vLwIDAzE1taWefPmYWxszOTJk9UmfqpXr07v3r2pXbs2ubm59OrVC29vb0xMTNDT06NcuXLIZDImTZrEpEmTgKK4GFWsUFJSEh07dlQ75rLiflSOJy1atJBEGCUno3Jycrh06ZLatlQTWGZmZjg7O9O7d2+gaGxTRbB9aBR3vktKSuLXX39Vc7mbPn06Dx48ICYmho0bNxIZGYmvry83btyQxAn/dhQKBYsWLSI/P5+cnBy2bdvGd999V0qANGzYMPT19XFzc+Pw4cOkpaUhk8k4ePAgSUlJ+Pn5UVBQwLhx4wgNDcXb2xs9PT3mzp1L165dmTVrFt7e3vzyyy/k5+cTFBTErFmzWLt2LX5+fkRFRVFQUEBAQIAkoCn+vd++fbvacf/TPu/+/fv07t2bUaNG/aPtCF6P4cOHc+3aNXR1dSUXLcHHyV+9BlAoFBgbG9OwYcO/vc/x48dLv6feBvXr15f69F9++UXtuZKCP5W4rPg6xQUNJSN3QF2koHq+LGGaKjrrv8afCUKL07x5c06cOFFK/FQWxQVRkyZNwtnZGQ0NDZo1ayY5Har2LxAIBAKBQCAQ/F0+vLthAoFAIBAIBB8gISEhODo60r17d7y9vcnMzMTNzY07d+4A0KpVK2rVqoVcLqdjx4788MMPZW4nMTGR0NBQ6bG3t/ffnnhWTbAJBALBx4RSqfxHfeObQENDg+XLlxMbG0tsbCwzZ86UJv23bdtG8+bNMTAwYPv27cTGxhITE0ODBg2oVasW0dHRKBQK5s2bBxT11YsWLcLNzU0SIIwcOZLIyEhq1KjB2LFjWbRoEb169cLS0lKtWtnNzY1p06Yxbdo0tmzZQlRUFO7u7mUesyrup2/fvlLcz8iRI9m3bx8dOnSQ3N6sra3p1asXR44cwdvbG3t7+5dGxvj6+rJ9+3acnZ1xcnIqs3L6ZWRmZtKxY0fs7e3x8/MjJycHd3d3XF1d6d+/vyTUmDNnDnK5HCcnJ9LS0khLS8PJyQlPT0+srKxIT08Hitw87OzscHJyIisri86dO0v7cnJy+lNBrJ+fH1u2bGHIkCHs27dPcrkbM2aMFM/UrFkzZDJZmfEYHwovXrxg3759jBo1ihUrVkgxmytWrGD+/PlAUbTH5s2bGTJkCOnp6Rw+fFgS7/zvf/8jIiKCI0eOsHz5cqld5XI5R48eVZvILrnM39+f0NBQDh8+zPnz56X37m1TvXp1Dh06RP/+/d/J/t419vb2QJG46d8wqRweHk5cXBx79uyhfPny7/twBP8iFApFqbhf+GtiiLcpyhG8HxQKBe7u7vTo0YO9e/fi6OiIra0tUVFRAHz22WeYmZlhaWnJjRs3AJg2bRqPHz/m0aNH5OTksGbNGhQKBV988QX5+fmsXr2a+vXrM2PGDFxcXMjIyMDS0pKmTZuSlZUFwB9//EHPnj2BovircePG4erqSkBAgBR1FRYWRv369d99owgEAsFrkJaWJsXGvQpV/K4Kca9QIBAI3h7CMUcgEAgEAoHgHTBx4kQmTpwoPS5p4Qxl2z+XZMWKFZL7wbJlywgJCWHp0qXI5XKGDBlCRkYGdevW5aefflJbb+3atYSHhwOwdOlSTp06RVJSEnK5nOXLl2Nubv5PT1EgEAheSt++fcnKykJHR4dt27Zx//59ZsyYwfr161EoFCgUCgICAmjVqhWtWrXi7NmzhIeHY2FhwcyZMzl06BCWlpbS9vbs2cOCBQvIz89n5syZuLq60r59eywtLalQoQK6urrY29ujpaXFt99+i1Kp5P79+0RHR6OtrU2fPn3Izc2latWquLq6lhlr82+ieIV98WNVCXWmTJlS5jolXx8fH1/qdaoqfldX11JxPwCRkZFqjxctWiT97+DgwMiRI9WeVzk3AVSoUKGUW0y7du1K7QPUXdwmTpzI/PnzOXDgAFpaWgwePJglS5Zga2vLtGnTGDNmDFDk/KMSjrzKucbR0ZHU1FTi4+Ml5yETExNSUlIoKCigcePGalFxZVGtWjU0NTUJDg5m0KBBai5327Zt4+HDh6XchLS1tSkoKHjldv9tqL5nFhYWTJ8+HW1t7VIxm61atUJTUxNNTU28vLwYPHgwJiYmzJ07lwcPHkiTlA0aNCA7OxsoiomCos+EipLLLl26xJAhQ4CiCQJV7Mi/nZKf3UWLFjF37lypD3pTrmH/lLCwMAYPHvxBOlYJPgwKCwvx8/Pj0qVLVKhQQS2+t+RvkdatW/P9998THh5OhQoVWLVqFWFhYWzfvp1OnTphbm7Ovn37ePLkCUFBQURHR7Nr1y50dHQICwvD2Ni4zGsGe3t7jh49Snx8PF9++SXlypVj9OjRGBkZqcURCtfQD4vc3Fx++eUXnJyciI2NRalU0rVrV1xdXZk/fz5Lly4lJiaGkJAQgoKCuHPnDjNmzODJkyd06NBB2o6HhwfBwcE4ODjg7e0tCUKNjIwYMGAA6enp9OvXj2HDhvHo0SP69OmDi4sLUBSR+N13372vJhAIBIK3hkqY8+mnnwKv7679V1zMBAKBQFCE6DUFAoFAIBAIPiBMTU2xtbXl+++/JyoqirZt27Js2TLc3NzQ19cnLi6OR48e8eWXX0rr3L17l127dhEXF8fOnTuZM2cOvr6+mJubo1AohChHIBC8dcLCwjh8+DB9+/Zl8+bNL33d7du3Wb16NStXriQ8PJxbt27x22+/ceTIEdq3bw8U3QD85ptviI2NRaFQsHDhQqCor/P392fx4sWltrt7927c3Nw4ePAgO3bskCqtq1Wr9nZO+D/A33XeeNl6xSszlyxZwsOHD/H09JRcVV68eEHLli2BItEIQHJy8ms511y+fBlbW1smTpyIUqlEQ0ODQYMGsWnTJjZt2sSAAQOkfauc6dLS0oiNjQXg5MmTmJqacvbsWbp3787o0aPVXO4WL15cpkNOrVq1uH//Pp6enty/f/9vtde75uzZs9JfLy8vXFxcJPHcjz/+CPx/VFlBQQEDBgxg/fr13Llzh5MnT1K1alXS0tLIy8sjNTUVQ0NDADXRkoqSy8zMzNi4cSMKhYKEhATatm37Nk/1jaBUKkt9djU1Nf/ydtLT09Ucoo4dO0a7du1wcnJi3bp1pKSkYGtrS8eOHSU3rb59+9KhQwdcXFx4/PixWlW0Suyo4rfffiMxMRFnZ+dS4m2B4E2xZ88ejI2NiY2NZdy4cVy8eBEo+7dIdnY2W7duJT4+nkOHDmFqaoq3tzeLFi2SBKBVq1Zl79691KpVi9jYWOLj45kzZ47k3lXymqE406ZNY+fOnRw6dIg+ffpIcYSxsbEMGzbs3TaM4LUZOXIkycnJQFERyk8//cRnn33G2bNnWblyJcnJyTRu3BgTExNOnDjB8OHDWbBgAcbGxowfP57ExETatWvHnTt3iImJoWLFiuTl5eHp6UlCQgKGhoZoampiYmJCdna2JAiVy+UkJyeTkZFBdHQ0crkcd3d3bt68KR3b+3RiFAgEgtel+DVkbGwsmZmZak6ieXl5ODs74+joSO/evSkoKGD16tUcOHAAuVxOcHCwVMSXlJTEnj17SjmVtW/fnjFjxvDFF1+857MVCASCDw/hmCMQCAQCgUDwAWFlZUWVKlWIjIxEX1+ftLQ0unfvTkpKihSLlZWVpeZIkJqaytmzZ+nYseP7OmyBQPAfpqCggClTppCUlMTjx4/x8PAo5SyionHjxpQvX14SVFy/fl0SY1hZWbF//37u3r1LcnKyFCOQnZ1NYWEhhoaG1KtXr9T+Va4cqm3eunWrlMBDUIRSqcTX15crV65QsWJFJk+ezIwZMwAIDAykU6dOyOVyrK2tyczMpFOnTvzyyy88evSI8uXLs3XrVmQyWSkHt6NHj7J48WLJTSEqKorExESUSiUREREkJiZKN4D9/f0JCgrCzc0NBwcH9u7dy9OnT7l06RLlypXjt99+Y8uWLWhoaGBmZqbmXJOXl0dGRkapz5eZmRm7d++W3HsKCwsxNTWld+/eKJVKbt++jY6OjpqbQnx8PFOnTsXU1JQ2bdrQqVMnUlJSOH36NF5eXqSlpSGTyQgPD8fa2pqpU6fi6ekJqDscRUdHv8N38J+jra2Nq6srL168IDIyklWrViGXy9HQ0GDAgAGScwAUxXy4u7tTUFCArq4u5ubmzJkzh4EDB1JQUMDYsWP/1ImoOEFBQfj4+JCTk4O2tnYpt6b3RWZmJoMGDSIvL4+WLVvSt29f6fM8YsSIUp/dmJiYMrdTlmNIq1atMDc3p0GDBshkMo4ePcrgwYP59NNPWb9+PZ06daKwsJDQ0FB8fX3x9vaW+sywsDAqVqzI2rVr2bx5s1o8W0msra2xsLAgJiYGLa23cytQFS/3Vx3IirumqdxOBB8mycnJbNq0iejoaPLz88nJyaFLly5l/ha5du0arVu3loRsZVXcq4QQaWlp0rjdpk0bZs+eDZS+ZihJjRo1pG37+fkRGBhIaGgo48ePx9ra+s2evOCN4OnpybZt2/jf//5HVFQUW7duxcjIiP3797Np0ybMzc2xtbWlWrVqjBs3DhcXFy5duoSPjw8VKlQgIiKCZcuWMWLECDp37syTJ0/Iz89ny5YtNG/enBUrVrBo0SKuX7+OoaEhZmZmLFmyhNq1a1NQUICGhgbt27fn8OHD5OTkYGdnJx2bcIUQCAQfAiohqlwu59q1ayxfvlzNSXTChAns2bOHChUqMGPGDGJjY/H19eXGjRvSb6Xdu3ejUChQKpWMHz++lFOZqiCmrN/eAoFAIHg1QpgjEAgEAoFA8AGhqalJtWrVuH79On379mX+/PmYm5tjZGTE9OnTSUtLQ6lUYmZmJq3ToEED2rZty7Zt24CiiUsou3pdIBAI3jSJiYnUrFmTuLg41qxZQ0ZGBnp6ety+fRsoiiNSUVJQYWJiIj1/5swZoGiizdzcnOjoaDQ1NcnLy0NDQ+OlEyYlt9mgQQOSkpJwc3Pj3LlzH4Qrx7ti586dGBoasnbtWpRKJY6Ojuzfvx8oirpSiaE8PDywsbEhLCwMPT09tmzZQnBwMD///DOampo0a9aMjRs3EhgYSGRkJDVr1iQ3N1eqsuzQoQMVK1ZUi51Qubjl5+czaNAgHj16xIULF2jSpAlaWlrs3buXixcvcvPmTZ4+fYqzszMKhQI/Pz8aNmzI/fv3qVatmhQzIZfLqVu3LgqFAiMjI0xMTNDT08PS0pJGjRqRkpKCpqYmBgYGbN26ldDQUKpUqYK9vT1Xr14lJiaG+/fvc+bMGYyNjTl69Ci1a9cmLCyMHTt20KJFC1asWIGxsTFKpZImTZoQERGBubl5mZFgHwoWFhZqsUtlxWyqbtpXrVqVuLg4tecsLS05duyY2jKVYAP+P+qsrGWNGzdm3759L133fVGjRg21WLUrV66ofZ5Vn10oEheVRXHHkAcPHuDj48OOHTtIT0/n2LFjPH78mB9//JF27dqRnp5O27Zt+fnnnwkPD2f8+PH07duXgIAABg0axODBg3FxcXltwaNA8He4ffs2oaGhfxqzW5yqVatiY2PDqlWrADhw4ACHDx8u87fIw4cPiYiIQF9fn6lTpwKUiv9Tjeu7d+/m119/BeDUqVM0atQIKBrfx48fz+TJk0t95jU0NLh37x76+voolUqqVavGypUryczMZPjw4aX6GsG/A2dnZ4KDgxk1ahRVqlTh9OnTTJ48mfT0dB4/fkxkZCR+fn7o6elx+vRprl+/Tv369QkPD8fS0pKmTZuyZcsWHj58yLhx40hNTcXKygqZTIaOjg6//vortra2DBs2jHLlypUpCO3evTuOjo5YW1tTtWrV990kAoFA8JcoKUQt7iSakpLC06dP8fX1JSMjg6ysLExNTTE1NS1zW3+1IEYgEAgEf46QegsEAoFAIBB8YHzyySfcvHmTCxcuoK+vj6amJp9++inly5enbdu26Orq0rt3b+n1BgYGdOvWDUdHRzp27MjXX38NgJGREb1795Zs5gUCwf9TPBLkrzBx4kQKCgpIT0+nTZs2jB8/ntOnT2NpafnSCduPnebNm5OSkoKrqyu//fYbUDR5Z2xsTKdOnbhw4cJL161duzZWVlY4ODhILgoymYxJkybh7OxMx44dmThx4l86nl69ehEfH0+XLl24ffv2X3L0+NhRRT5BUTtraGigq6uLrq6uWjxP8TgHS0tLoEjQkZKSwtWrV2ndujVQ5GyQkpICIC0DWLBgAQ4ODsyYMYPMzEy1Y9i+fTuVKlXi5MmTGBsb88UXX9CqVSvGjBnDwoUL0dHRoWPHjvTs2ZNy5coxcuRIfv/9dx4+fMiBAwfYsGGDJBz54osvSE1NJTw8nKCgICwtLYmJiSE0NJT169fz7NkzNDU1qVSpEvv27UNfX5/4+HguXrzIuHHj0NbWplu3bpQvXx4oEjusXLmSb7/9FgMDA/r06YNSqSQnJ4dx48axd+9eQkJC3vTbInjP3Lt3Ty1WLTMzU+3z/DoUdwz59NNPJXcPMzMzKlWqxIYNG+jfvz89evRAX18fOzs7Vq5cSXBwMLNmzUJbW5vFixfzww8/MHPmTBITE3n69ClxcXGMHTuWwsLClwoeVZQUPbwJcnNz6dmzJ66urpI71Jw5c5DL5Tg5OUmxZiUjEwB8fHzo1KlTqWitW7du0b9/fwDy8/NxcnJ6o8cseD1q1ar1l0Q5UBS5m5CQgJOTE05OTjx//hwo+7eIgYEBJiYmBAUF0bFjR65cuYJcLmfevHnMmTNHbbtBQUF07doVW1tbZsyYwfTp06XnVI5pJZk/fz49evSgY8eObN26lZCQEBwdHenevftfdnUSvDn+LAZTS0uL+vXr4+XlhYaGBiNHjiQyMpKIiAh0dHRwc3OTIs/mzp2LhoYG/8fenQfUlP4PHH93lSyRECpb9i3KvtZVFEkyZWylJA2ZJeZrbI0aU7ZhMEaImgzZo2SLyo1sY0lChiiU7CpZq9vvj373TFeZxRjLzPP6p3vP+pxzt9N5Ps/nExIFIziFAAAgAElEQVQSgqurK15eXqxZs4bAwECMjY158eIFUVFR1KtXT9p+3759OX78OOPGjQN+CwiNi4sjOjoaHR0dZs6cyYkTJ1i2bBmHDx8GioNEmzRp8s+dGEEQhDdEFYiquoZ8OXA7OjqaZs2aER8fj6OjI0VFRaWuEVXrqAbExMbGolAoSEpK+t0BMYIgCMIfExlzBEEQBEEQPjBNmjTh1q1bGBoaEhkZKY1e2bJlC3K5nNjYWDQ1NdVKaYwePZrRo0erbWf9+vVvu+mC8MHYunUrV65c+UvrKJVKFi9eDMDBgwdp1aoVS5cuZfbs2cyZM+eDzqLxukp+D70sJCSk1DRV8E3Dhg2lTBkls3eo2NraYmtrW+a6AH5+fmptAPXyKtu2bUNTU5Px48fTqFGjP3Ek/w3Nmzfn2LFj2NnZoVQqUSqV5ObmApSZxQAgKSlJ+tu4cWPKlSvHqVOnGDBgACdPnpQ6slTr3L9/H4VCwaFDh9i/fz9hYWHAbzeAr1y5go6OjtSehIQE2rdvz6lTp4iPj+fBgwe8ePECFxcXfHx8KCoqYu3atYSFhUnBRCpt2rRBS0urzJvHPXr0wMDAgNjYWDp06MDgwYN58eIF2traHD16lF69etGqVSt++uknTExMgOIsD/Xr18fFxQV3d3fq1KnDiRMnqFChAtWqVXtlOZUPxe99Xv/L1q9fj4ODA25ubowcORILCwu1clV/JgPhq7IXqt6blpaWjBo1itu3b1NUVIS2tjbm5ubk5eUxZcoUduzYwY8//siTJ09wdnamefPmUsBjvXr1MDIyUgt4bNKkCXXq1FFrw4ABA3BwcMDDw0MtgPvviIiIoHPnzsyYMQNPT08ePXpEZmYmCoWClJQU5syZw4oVK0qVTNDV1aVcuXLExMQwe/ZsXrx4IW3TwMCAx48f8+jRI44cOSJd5wqvR1VC8Ndff6VixYqEhITg6enJ8+fP0dPTw8bGhoYNGxITE4O/v7/02yuXy/Hx8WHdunV07dqVtm3bcvr0afz8/LCzs0Mul9OjRw+io6P55JNPiI+PZ9euXZQvX542bdrQuHFjRo0aJQWNTZ48GT8/PwoLCzl16hTVqlWjZs2a5Ofnc+bMGaZNm8a2bdswNjbm/v377Nu3TyrP5ubmho+PD59//jmurq6MGjWKRo0akZCQIJU/s7CwQC6X8+zZM/bt24e1tTXNmjVDV1eXpUuX0rdv31IZvoQ358iRI2rlIK9evcqBAwfQ1tZm27ZteHt7o6Ojw6VLlwgNDVUrDxgYGIhCoWDx4sUUFRVx+fJlLl++TKNGjdDW1mbQoEHUqVOHoqIi+vfvz8WLF6XSZiqXLl0iPDycvLw8dHR0SEtLIzg4+I0cmyobk8g2KwjCh2DlypVs27aNvLw8hg4dWipYu0uXLgQEBHDy5El0dXVp2rQpderU4cGDBzg5OREUFCQN4gsICJAGxGhoaNCqVSuWLVv2jo5MEATh30EE5giCIAiCIHxASnaaPXnyRG2ehoYGQ4cORVNTXOIJwuso2anQsGFDsrOzcXJyIi0tjcjISOrWrcusWbOIi4tDJpNJgSWjR4+mRo0a2Nra8vPPP7Nz505mzZrFtWvX6Ny5M0FBQejq6pKXl4eTk9M7PkoBijuo8/LyaNKkCd26dXvXzXlv2NvbExUVhbm5uTRq3NramqKiolIZDFTu37+PtbU1FSpUYMuWLchkMpydnTE3N8fAwIApU6ZII86heBSnjo4OlpaWah1rnTt3xsHBATMzMx49egRAixYt2L17N7m5uUyYMIHJkydjbGzM5MmTOXv2rLRuYGAgiYmJXLlyhbFjx0rTX9WJFhYWRp8+fThx4gR9+/ZFQ0MDOzs7YmJiePbsGY0bNyYzM5MzZ87QrVs3WrduTVJSElpaWly9epXevXvz9OlTlEolJiYm6Onp4eXlxZAhQ0QJoX8hVdBMREREmfNV790vv/zyldsomTGkXLlyWFpa8vXXX0vzzczMSE5OZvLkyRQUFDBx4kQmTpyoto2hQ4eqPS8ZjKjyewGP3t7efznD2B+5evWqlDWrQ4cO5OTkoFAopGtVVZDNyyUT7t+/r7be0aNH1bb70UcfERkZSVxcHD4+Pm+0zf81O3fupH79+ixfvpw9e/awYsUKtWCqP+Pu3bv4+PhQo0YNrK2tsbOzA8DJyYmZM2diaGjIhQsXcHBwYPr06SxevBhbW1uuX79ORkYGffv2xcLCgmfPnrF3715atmxJ3759ady4MU2bNuXMmTP06NFD2p9cLmfJkiV06dIFX19faXpQUBDW1tZ4enqWyrwydOhQRo8eTU5ODkOGDMHa2vp3tyW8Wbt372bevHnI5XISExOJiYnh8OHDar+JPXr04Mcff+TFixelygNCcQCwTCajoKCARo0aMW3aNAICAli3bh3e3t6UK1eOKlWqMHfuXIKCgnj48CE5OTncv3+fmzdvUr16dfr06UNISAjff/89Q4cOxc3NjapVq2Jubo69vT2zZs3i7t27jBkzhkePHtGyZUsCAwPZu3cvc+bM4fHjx3z++eeMGjUKPz8/rl27RmZmJmFhYejr67+r0ysIgvCnvep6r+S9xNOnT5ear8p8COqD+Fq0aPG7A2IEQRCEv0b02giCIAiCIPwLHDp0iK+++oo1a9a866YIwgcrKioKTU1Nypcvz927d3ny5Alt2rTh/Pnz9O7dm6VLl3Lx4kWps79Lly5s3bqVzMxMDAwMcHd354cffmD+/Pl07dqVa9eusXXrVuRyOU+ePMHJyYl79+7h6enJtm3b3vHR/reVvPEo/EYmk5UaYW5jY6P2XKFQqD3v168fHh4eatM2bdqk9rzkjWCZTMbOnTtL7XvhwoVAcSaRCxcuYGlpiYGBAUuWLCE+Pl4qXTJjxgxmzpxJt27dMDExoWHDhnTu3Blzc3PMzc3/1HH6+vpiaGhIjRo1aNu2Lbt372bnzp1UrlyZtm3b0rBhQ3x8fNi0aRPXr1+ndevWABw+fJg1a9awfPlytLW1iY6OplKlStSsWZPY2FgANm7c+KfaIHw4VEEzJZXMLKR678Jvn4+ysnaVlb3w5Y4NDQ0NRowY8fcb/ZYYGxuTlJSEra0tiYmJtGzZEmtra6m8UH5+Pjt27KBZs2asX7+eGTNmUFRUhLGxMQcOHAAgMTGx1HYdHR2ljBoiq9nfk5KSwsaNG4mOjqagoIDjx48TGRkJ/FaW8OUyFy8HNdaoUYP69esDqJU1VGUla9GiBbVr16ZmzZo8e/aMlJQUsrKypHWKioo4deoUVatWldZRbadSpUoAVKxYUW27L0+D4us0VWbClzOhRUdHs2TJEoqKirhz584fbkt4s7y8vPD39yc4OJg2bdpIZTFLvpdU77f79+8zfvx4srOzSU9Pl0paamlpSRnsVEGGFStW5Ndff0VXVxcPDw/mzZvHpUuXqFOnDitWrOCLL75g9uzZpKSk8Pz5c3JzczEyMuKnn36SMiWqSgPa2dmRmZnJ999/z7Rp0+jWrRtTpkzh6NGjmJub069fPwoKCpDL5YwaNQqAZs2a8dNPP72t0ygIgiAIgiD8y4nAHEEQBEEQhH+BXr16lRptLAjCX9OgQQMKCgrQ19fn0aNH6Ovrk5WVxfLly9m6dSsLFizg6tWr3Lp1i06dOtGuXTtWrFhBy5YtS3UQyeVyEhISUCgU+Pn5ERERQVFREeHh4SJrjiD8Di0trVKBPapyJgAeHh6MGzeO48ePSx13q1atKrWdkgFEqseqv6mpqWrL/vDDD2W25fr166Wmubq64urqqjatZHDFy4FLwodFLpe/s9dw5syZXLt2jU6dOr2T/b8OBwcHnJycsLGxQU9PD11dXerUqYNcLkdDQ4Phw4dja2tbqmRCly5dWL58OVZWVjRo0EAK4FCpWrUqFSpUEGWs3oDmzZszatQoKaPTpk2b1IKpunbtiq6uLllZWQAkJyeXKhP04MEDMjIyqF69ulpZQ1XQheqvlpYWSqWS5s2bY2RkxIULF6hcuTJPnjzh0qVL5ObmSsuqMqloaWmpbbPkvJddv36do0eP0rZtW5RKpdq115w5c4iPj+f58+dq2XdE+aG3Q09Pj8DAQG7evMmYMWOoUaMGn376KfDb66l6vV4uD6ian52djZmZGXfu3KFBgwbStg0NDTE2Nmbt2rXUqVOHunXrkpOTw8cff8y1a9do2bIlJiYm5Ofns2fPHrS0tBg1apQUoKXKzmViYkJaWhopKSlMnToVDQ0N8vLy6Ny5MwUFBXzzzTfk5+dz/vx5ad+qYCLhn/fZZ59JQZ0q7/I3WfiweHt7s3DhQrXg0bIoFAqpdOOfVdZ7UxAEQRBelwjMEQRBEARBEARBoLhUg6+vL6amplhbW1O+fHkUCgXHjx8nOzubFi1a0KtXL54+fcrmzZvJy8vDxsaGWrVq/eG2TUxMOHz4MFFRUaWCDoR343VuzAKkp6fj4+PDunXr/nYbQkJCcHd3/9vbeVdUo9HfpqVLlxIREcGLFy9EljjhLzlz5gynTp1izJgxf7jsn+3geZNeVS7ufaatrU1UVFSp6TNmzFB7XlbJhNDQ0FLTVEFuCoWClJSUVwbNvY7/agevvb09n3/+OZaWlgB88cUXHDlyRAqmAmjbti03b97E1taWGjVqlNpGzZo18fPz48yZM8ycOfOV+2rTpg2PHj1i4MCB5Ofno6enR/ny5SlXrhzdu3cnJyeH7t27o6OjQ1paGr/++iva2tpYW1uTlZVF7969SUtLo3nz5kDxZ7ZLly7Url2bpKQkqaTWokWLaNGiBXfv3uXs2bOsW7cOOzs76tWrh4GBAZmZmf/AmRR+z8qVK9m2bRt5eXlMmTKFs2fP0qNHD7S1tUtliXxVecBq1aqRlJSEgYGBWmDsixcvGDJkCDdu3GD27Nk0a9aMnJwcoqKimDhxIjk5OUyaNIkRI0bQq1cvunTpwrVr16Tr86SkJFq1asW5c+eYMGECzZs3x9nZWQq6KSgoYPDgwaxevRojIyOaNm0q7fvlwPv/mlu3bhEcHFzqO/33vO617esGPrwcpCf89yiVSimb2sv+7v9aSqVSBOUIgiAIb5QIzBEEQRAEQRA+GOnp6Vy9elXqXBCENyk1NZWQkBD09PTQ0dGhoKAAa2trHB0dUSgUzJgxg2nTprF8+XLkcjndunWTsuzcunULgMePH0vbKzlK28rKikWLFqGrq0vlypXf+rF9aEJDQykoKChVIullERERmJubU7169bfUsj/2VzoIPvTAnHdh4sSJTJw48V0345VCQ0MZNWoUMpmMuXPn4uLigpGR0btu1ntHqVTi6enJ5cuXqVSpEl9++SU+Pj4A+Pv706dPH+RyOT169CA6OppPPvmE+Ph4kpOTmT9/PjY2Nn84f86cOezdu5dnz56xYsUKzMzM8Pb2JjU1lZiYGMaNG8eYMWPYuXMnvr6+ZGVlSWWTXtXBI7wdCxYsoFKlShgYGJSaJzph/xoNDY1SnYqDBg0CfguOkslk7Nmzp9S6qgBUTU1NVq9erTavZJCTKqBKV1eX1atXc/HiRb7++mv8/f1p2rQpq1evZs+ePWzatIm0tDQGDBjAjz/+yMqVK0lJSWHx4sWsWbOGAQMGcOXKFcqVK8eTJ0+YNm0aqamp+Pr64ujoyNKlS4mJiUFTUxN7e3vCwsIwMjKiZ8+eJCQkcPXqVWxsbBg+fLja8b3cXuHN8/b2xtvbW3o+dOhQtfklX4uyygMCdOvWDScnJ168eCF99tu2bUuTJk0YM2YMBQUF2NjYsG7dOjw9PRk1ahTm5uYcOXIEW1tbTE1Nad++PYcPH2b06NGUL18egPj4eAIDA7GwsKBu3bpMnz4dT09PcnJykMlkrFq1isGDBzNo0CBMTU2lgDUB6tSp85eCcqDsa9sjR44wceJEKleujLOzM2vXrqVq1arcvn2bDRs2YGxsLH2OVb/JHTt2pKCgACj+H83Ly4vnz5/Tt29ffHx8cHNzQ0dHh0uXLrFv3743dszC2/fy++Pq1av4+/tL3xtyuRx3d3eqV69OWloakZGRFBQUMHr0aGrUqIGtrS0///wzMTExrFy5krVr11KxYkUWLlzI6tWr2b9/P7dv30ZfX5+xY8eSnJzMwIEDefDgAdHR0YwdO5bMzEyMjIxYu3YtCQkJfP/99xQVFeHl5UVAQAAJCQl89NFHPHjwgJs3b+Li4sLnn3/OyJEjyc3NxdTUlB9++IHQ0FCio6PJyckBYNeuXSJzmyAIgqBGBOYIgiAIgiAIH4z09HTi4uJEYI7wjwgKCpI6BPT09OjXrx+ZmZn4+fmhoaGBoaEhn376KSdPnqRKlSocOHCAsLAwGjdujLu7O3369MHKygqZTIabmxv79u3D0dGRgIAAWrRowbJly6SO5/+yN9mpGhERQZs2bV47MCcpKYn+/fvz/PlzNmzYwIgRI8jPz0dfX5/Nmzdz48aNUjeCVfLz83F1deWTTz4hLS2NPXv2kJeXR0BAAAsWLGDdunUoFAqpnFm7du1o1aoVly5dYsWKFWRlZZGcnIxcLmfGjBlUqlSJr776ivLlyzNu3DgUCgUTJkygTZs2LF68mHr16uHo6PhGzpvw973qfRwaGoqzszMymYypU6e+g5Z9GCIjI6lVqxarV69GqVRibm4udaz169dPKmHk5OTEzJkzMTQ05MKFCxQWFjJu3DhsbGzKnH/o0CFcXV3p0qULd+/eZcKECSxbtgw7OzvWrVtHWloafn5+HD58mC+//JKkpCROnDiBvr4+qampnDlzBijuBIqJieHmzZu4ubnx/Plz7O3tmTx5MrNmzSIjI4P09HQaNmxYKmBB+Pv+97//sXDhQun7ecGCBUyaNImaNWtia2tL69atmTJlCvn5+Xh4eDB69GiOHz9ealpZHbzCP+vKlSu0b98egI4dO3Lq1CmplJCpqSn79+8nJSUFhUKBXC4HkIIw2rVrJ2WpWrt2LWFhYchksjI7NR8+fEjDhg0BMDY2lsoWidJDH66yMnCpMvMdOnRIbXpZJSwB5s+fj6amenfH//73P5o0aSI919fXZ/v27WrLGBsblwom8fPz+yvN/1d4/vw5Q4YM4cWLF1SrVo1+/foRExPDunXr+OKLLzhz5gxKpZKwsDDq169Pt27d6NChAwkJCcydO5cXL16oXduqSpHu3r2befPmIZfLSUtL47vvvpOyTw4cOJBz585JbVCVpXv48CG9e/cGirOwBQcHU69ePYYPH05GRgYAPXr04Mcff1S73hY+PEFBQeTm5lK5cmUuXrzIkSNHgN+CPps0acKJEyewtrbmwYMHBAcHY2FhwfHjx+ncubM0QCY4OBgfHx9atWrFwoULOXHiBImJiWRnZ7Np0yYSEhKIj48HICoqioCAAMLDw2nVqhUbNmzA39+f8PBwateuzYsXL9i7dy8AAQEBAGzbto3c3FwGDx6Mp6cnQUFBDB06FBcXFzw8PDh+/DgAtWrVYsOGDYwdO5azZ8/Srl27t3o+XxYaGsqtW7coLCz8y4F2Km5ubvj4+Kh9lwqCIAivRwTmCIIgCIIgCO+MQqFg8eLFFBUVcf/+fcaPH09ISAgVKlQgKCgIZ2dn8vPzadu2LYGBgQQFBXH48GGOHj1KbGwss2bNIi4uDplMRkhIiHSDXhBex58pyZGenk7dunVLlTEKCQkptd769evVnteoUYP+/fu/odZ+WBQKhTTy8NKlS9SpU0ftxn5ERARz586lYsWKajfVMzMzGTt2LKtXr+bJkydqo2VHjRrF3r17SUlJwcnJicmTJ//ldj179oz9+/ezadMmQkJC2LlzJxUrVsTHx4e4uDiaNm3Kw4cPiYmJYcOGDYSHhzNo0CDy8/Nxc3PD09MTCwsL0tLSqFatGps2bSI9Pb3Mfd24cYPDhw+Tk5PDJ598ws6dOzExMZFG8ffq1YvIyEhq1qyJUqnEyMiIjRs34u/vz549e9SCgoS/p6CgABcXF2l07JgxY1iyZAkFBQU8f/6crVu3Ur169VK/MYDa6Nzbt2+rZWTJz8/nzJkzWFlZ4eHhQWxsLD4+Pujr64sRtSUolUpmz57N06dPSUxM5Msvv+Ts2bNYW1vj7+9PuXLlpM47Dw8Pxo0bh0wmw9ramvnz5/Pw4cNXzh85ciT5+fl07dqVhQsXMnr0aExMTCgqKsLDw4Ps7Gw8PT1p0aIFpqam9O3bl9WrV1OvXj1MTEwoKCggNTWVs2fPYmlpKQWFBAcHs2zZMnbt2oWlpSWtW7dm9erVWFtbk52dTbVq1d71af1XUCgULFy4kDt37nD58mViYmJwcXHB1dWV+/fvM3v2bKZPn05SUhIBAQE4ODhgZmbGyJEj8fHxQalUkpCQQN++fRk5cmSZHbzCb/5sOUJV5+if0ahRI06dOsWAAQM4efIkTZo04aeffgKKg2EbN25M8+bNsba2ljL55Ofnk5mZqRbsGBgYSGJiIleuXGHs2LEAaGlpUVhYiKamJtWqVSM9PR0jIyOuXr0qlS0S2ZQE4fVFRETQvXt3pk6dyvjx49XmzZkzh0qVKklZSQICArh//z4zZ84kPz+fTz/9lO3bt6td26p4eXnh7+9PcHAwn332GSYmJpQrV47atWtTp04dtWVlMhk6Ojro6Oigr68PwK+//oqLiwsA2dnZUmCOCMT7d9DV1aVZs2ZUrVoVQ0NDaXpRUZF0baylpcWWLVv4+uuvOXbsGNra2rRt2xaFQkFRURG7du1i586d7Nq1i6VLl/LRRx9x/Phx/Pz8qFKlCp999hnPnj2jY8eOtGnTBgAjIyPS09Pp2LEj8Fswae3ataUA05KKiooYO3Yss2fPpnbt2ly5cgVbW1tp3dTUVAC17WdnZ/9zJ+4vqFOnzjspQSwIgiCUJv5bEQRBEARBEN6poqIiIiMjsbW15ZdffiE2NhYjIyMyMzPZv38/CQkJ5ObmcvnyZTw9PXFxcSE2Npbk5GQyMzNRKBQsW7aMOXPmvOtDEYRXGjBgAFZWVlJa/f+iFy9eEBUVRWJiIvHx8fj6+rJy5UqUSiUBAQEcOHCAAwcO0KtXLwBu3rzJ2LFjWbVqFYaGhtJo2fj4eM6fP49MJqNfv36EhYW9VlAOoDaK/8qVK4wZMwYLCwu2bt3KzZs3AWjVqhUymUzt5urBgwfR0tKSRvvDb50DJYMrioqKpMdNmjRBR0cHIyMjKRjjZTVr1gSKOyV69OjBsWPHSE9Px8DAgAoVKrzWMQqlbd++nVatWnHw4EFat27N/fv3efbsGXv27OGTTz4hKCjolb8xd+7cYdOmTbi7u/PFF18QHx9PWFgYCxYsoHPnzpiamhIbGyt1IAHSiNqDBw/y5MkTtRG1u3fvxsjIiLNnz76yvaGhoSiVyj99fNnZ2Wzbtu01z84/LzIykgYNGuDg4MCuXbvw8/OjZcuWbN26lRkzZlBYWAgUfx4OHjzI1KlTMTY2Zs+ePSxbtkz6XJU1PyIigkqVKvHFF19QsWJFZs6ciZGREeXLl0dHR4dKlSrxyy+/cObMGVJSUpg0aRJt27bFwcGBxMREUlNTmTFjBs2bNycuLo7r169Tu3ZtoPh7QvU+UHW6GBoavvLzLLyeZ8+eMW/ePHr27Mm+fft48eIFtWrVQi6X880337Bjxw7Kly/PjBkzGDZsGE+ePCEtLY2TJ09y48YNevfuza1bt7h7967UwVuvXj2pg1f4Zw0ePJjz589jbm5OcnIyNWrUQEtLi379+hEYGIinpyft2rWjTp06yOVyevfuLQXulNS5c2fMzc3V5g0YMAAHBwfCw8OZNWsWI0aMoGfPnkyYMAEtLa23eZjCe0ihUJTKlhMaGioyPPwFaWlptG3bFij+zStp/vz59OrVCx8fH+kaWV9fn1q1av1hAIKenh6BgYHMmzcPX19fzp07R2FhIbdv3+bcuXNqmXZ++eUXVq9ezdq1azlz5gwdO3ZEW1ubDRs2IJfLadeuHV9//TXPnj1j+vTp9OnTh7Vr1/5zJ0X4x33++ecYGRnx5MkTNmzYQF5eHoAUgHX58mVkMhkymQx9fX2ePn3KgAEDyMnJoWvXruzdu5enT59y9uxZpk6dSlZWFpUqVSI0NJSKFSvy1VdfoVAoOHbsGA4ODmr/q1WsWJFTp04BcPLkSRo3bgyUHeQZEBCApaUlXbp0AX4LRH153Vf9L/g2vXjxgkGDBtGvXz+io6MBcHZ25sWLF9jZ2dG7d28+/vhjAFxdXbGwsKB3794olUqSkpLo0aMHXbt2LTUYyc7OTrrunTRpEidOnCA1NRVra2ssLCzw9/d/uwcqCILwARKBOYIgCIIgCMI/4tatW1La3549e75yuZKdWyUfX758GScnJ+RyOQkJCVIdb1XnZEpKCps3b0YulzN+/Hhyc3P/UvtUHepubm7S6CZB+CMNGzYsdYPqz9i1a9drB4/8W6hGHr58Y//u3bs0aNCAihUrAr/dCF2xYgVDhgzByMgI+G20rFwuJyUlhczMzL/dpqSkJOmvsbExzZo1Iz4+HkdHR+lGalk3V62srKhfv7402r9ku3V1daWU6snJydL81NRUHj9+zM2bN6latWqpbWtoaHD//n2gOKOIhoYGnTt3ZvLkyQwbNuxvH6vwm5dLraSmpqoFaaWmpqqVWin5G/NyqRVzc3M8PDykTqo/uz8oPaL2VcE3/7bAnEuXLjFq1CiysrKQy+VcuHCBWbNm4eTkxIULF/D19QWgcuXKaGtr06JFC8qXL4+hoSEPHz6UtlPW/EePHgHFr01ubi4BAQHS5xyKR1xramrSqFEjWrZsSVZWFpMnT2b//v3o6OhQWFjIuXPnSElJwcrKivz8fOLi4gD10jnvQ6fLv5Xqs/jgwQNiYmKoXbs2ffr0QSaTkZSUhL29Pfn5+aydjbgAACAASURBVBgYGLBhwwYWLVrEiRMnqFy5MlFRUSgUChITEzEyMkKpVPL48WMyMjK4e/fu32qXt7e3FDQmvJqWlhabNm3i4MGDbNq0CS0tLUxNTdm7dy8KhYIaNWoAxdkIFQoFBw4cwNPTs9T11apVq0hISGD27NlS9g1vb2/27NmDo6MjZmZmHDlyhOPHj+Pq6gqIIAxB+LuMjY2la9eSAcP3799HoVBw6NAhvv3229+9Ri4r+9/KlSsxNzfHzs4OuVxOrVq1+Prrr9m3b58UPGtiYsLatWtp2bIly5YtIy4ujg4dOnDs2DEKCgpwd3dnzZo1HD16lO3bt5OXl4dMJiMmJkYKiBA+TOHh4Zw7d45Lly7x/Plz7t27h62tLdevXwegadOmVKlSRW0dLS0tOnTogEwmY+bMmVSoUIGOHTtibGyMUqmkcuXKDBw4EAMDA7Zv346VlRWWlpZcunRJbTt6enpqwaS/VzY4ICBAChALDQ3F09OTjRs30qtXL7S1tenateubPzmvKSIigs6dO7N37161c3f9+nVq1qzJgQMH2LRpE/n5+WRkZBAfHy9lCf36668JCwvj0KFDLF26lPz8fGn9gQMHsmPHDgBOnz5Np06dSg2eUQVUCYIgCGUTpawEQRAEQRCEf0SdOnX+VA1r1c07VUe0SkZGBg4ODri5ufHRRx+RnZ3NwoUL2blzJ1B8g8bZ2VktDf6bNnfuXFxcXKTAAEEQXp9MJlO7sb9//37CwsLQ19fn+vXrPHv2jAoVKkgBCD4+PkRERNCyZUu6du1K8+bNWbx4MQYGBhQWFqKhocHq1av/VkepahT/s2fPWLNmDYMHD+bkyZPo6urStGnT31131qxZeHl5sXHjRrXp1apVo379+vTp04cmTZpIKfrr1auHu7s7qampBAYGAsUZARwcHPjyyy+ZM2cOAwcORFtbm3HjxjF06FBGjhyJXC5nw4YNr32MQmlvq9TKy/tr3bo1UVFR5OTkkJuby4sXL+jQoQNr1qzhwIEDuLq6Ur9+fXx8fADw9/enatWqauWxunXrplbSzcfHh4sXLzJu3DigOFvF7du32b9/P3K5nC1btrx3mUKaN2/OL7/8QnBwMEqlkl69etGtWzf27dtHv379sLGxYc6cOcTFxaGpqYmGhoZUSqeoqIiEhATkcnmZ86F45G9gYCCLFi0iKytLOhfbt2/H2dmZ06dPk5iYSIsWLdDV1aVx48ZoamqSk5ODo6Mj+fn56OrqEhsby/Xr13F3d+fChQuMGjVKXA+8BUlJSdja2vLkyRPu3LlDTk4O1tbWnD9/HjMzM7Zu3cr58+eZMmUKzs7OVKlShaKiIurVq8cXX3yBUqmkevXqhIeHM2XKFMzNzWnfvn2pcil/1eLFi9/QEQqCILyfHBwcGDJkCDY2Nujo6EhB8Hp6eujo6GBpaSll1HmVkte2qiyY3t7eeHt7A8VlgZOTk/Hw8CAmJkYKvIuNjcXe3p5t27bRqFEjDh06xDfffIOVlRVXr17l1KlT+Pn50b17d3R0dHB2dubBgwdAcdbKo0eP/kNnRfinlS9fnpycHG7cuEGTJk2kgQwPHz7kxIkTWFlZoaOjw4MHDwgNDSU7Oxtvb29u3LjBxYsXMTY2xtfXl6VLl1KhQgXpf85WrVrRoEEDnj59yrJly2jRooXaflWlnVTX8CpyuVwtK6rqGvPp06el2r579+4ytwmolWd+265evSoFOpcs+dakSRNMTEwYOXIkHTp0YNKkSbi6uuLs7EyDBg349ttv1QLRjY2NuXPnjrT+Rx99xLhx42jVqpW03ZdLzWVmZlK3bt23dKSCIAgfHhGYIwiCIAiCILyWI0eOMHHiRCpXrszQoUPZvHkz+fn56Ovrs3nzZm7cuIGPj4/a6NekpCS8vLwoLCzk008/pW7dukRFRZGdnY1CoZBu2EFxJ/7ChQuJiIjg1KlT5OXlYW5uTvXq1VmzZg27d+9mx44dJCcn8+jRIx49eoS+vj4eHh6MHj0auVxOt27diImJYdy4cYwZM4adO3fi6+tLx44dKSgoUDueQYMGERoaip6eHt7e3ri4uDB16tS3dj4F4b+grBv7MpmMadOmYWFhQeXKlaVsGeXLlycsLAwnJycWLVpEQEAA7u7uPH/+HC0tLcLDw7GxscHLy4shQ4ZIgQl/1ss3XaF45N/LVN9hJZdXTVMF2LwsJCSk1LQqVaqwadMmtWkLFy5Ue37kyBG15xoaGgwdOrRUaQbh7xk8eDDOzs6Ym5tjYGBAly5d1IK0wsPDqVGjhlRqRUNDg+HDh2Ntba22HVWpFXNzc2maqtSKh4eHNM3T05MRI0awatUqatSoQcWKFfHw8ODo0aPs27ePx48fM3PmTKysrKTyPQD9+vXjyJEjmJqaEhMTg6amJkOHDiU4OJh69eoxfPhwMjIymDZtGitWrKBFixYolUquX7/O9evXXyu719tgb29PVFQU5ubm6OjoMHPmTKytrSkqKmLWrFl/a9u6urr4+/tz+/ZtQkJCpNfGz88PhULBrFmz0NTUxMzMDIVCwY4dOxgzZgzt27eXvnNSU1P57LPPsLa2RktLi507d/Lpp59K3zElO1pCQ0P/VnuF0rS0tJg7dy5Vq1Zl1apVLFq0iA4dOrBu3Tp++eUX7O3t1YJvAIYMGcKwYcP44osv1LZlb2+Pvb39X9r/5MmTcXV15ebNm0yZMoXExERcXV05ceIEZ8+exd/fn/T0dDIyMqhfvz4hISE8ffoUd3d3bt++jb6+PuvWrROllf5fWb+1giC8n7S1tdm2bRuampqMHz8eS0tLaaCNanBMSSWDYlUBNi9f2/5Zo0ePJj8/n0aNGgHFGTZXr16NkZGRWrC8KkDa2NiYAwcOAJCYmPha+xTeD97e3piamrJo0SIiIyOZPXs2t2/fZsmSJXh6epKVlcWgQYM4ffo0Dg4O+Pn5UVRUhIaGBj179pTeh5s3b2b9+vUcOXJEKjG1fv36d3lo74yxsbEU6JyYmChl83n+/DkTJ05EJpNhbW3NyJEjGT58OKNGjcLT05MTJ05QrVo10tPTMTIy4urVq9SqVUvarqqUWGhoKCNGjAAoc/CMIAiC8Gri7p4gCIIgCILwWnbv3s28efOQy+UUFRUxatQoKlasiI+PD3FxcWVmm1ClxTUyMpJuopiZmdGjRw9+/PFHaTlVp9eXX36Jp6cnhoaG3LhxAw8PD37++Wfq16/PvXv3qFevHlBcXkJXVxdXV1emT5/O999/j4aGBh9//DGHDx/G19eXVatWce/ePc6cOcPKlSv5+eef6dixI9WrVweKSyY4OTnx7Nkzbt68yeLFi3Fzc8PHxwd9fX1GjhxJbm4upqam/PDDD4SGhhIdHS3V2N61a5e4CSEIr1CyY66sG/uDBw9m8ODB0nMLCwvp8d69e6XHe/bsUVvPyckJJyenN9za98OhQ4f46quvWLNmzbtuyr+OqtSKikKhwNTUFH9/f7XlZsyYUSrz28ulVl5WclR4yXT4qhG1CoWC3bt34+bmJmVz6dOnD1ZWVkBxMJaq1JmqZJZKdnY2x48fl0alnjt3jszMTO7duyeNAi6Z0ed9JZPJCA4OVptmY2Oj9lzVwQfqHX+qx380v6zXpuQ6qsdlBW40adKk1HeNCMB5e17+LJb8zHXu3JnY2NhS62hpafHxxx+/kf13796dw4cPk5WVhYGBAY8ePeL27dtqHVNNmzYlNDSU8ePHc+zYMU6cOIG9vT3Dhw9n+fLlbN26leHDh7+R9giCILxNAwYMIC8vjyZNmtCtW7c3vn1V2bqSv8k3btxgx44dVK5cGblcztSpUxk8eDCDBg3C1NQUPT29Utvp0qULy5cvx8rKigYNGlC/fv033lbhzXk5E3F6ejpXr17F0tJSWqZkWXNVtkdDQ0PatWvHgQMHsLCw4ODBg4wYMYL+/ftL18MqH330EZGRkcTFxUnZJ/+rHBwccHJywsbGRu3zc+3aNcaMGUNBQQGNGjWifPnyWFlZUVhYSNWqVTExMWHWrFmMGDGCwsJCJkyYUCrQ2M7Ojnnz5vHDDz8AlDl4RkdH560eryAIwodEBOYIgiAIgiAIr8XLywt/f3+Cg4MZO3YsK1asIDMzk9u3b9O0adMyA3NelRa3ZHrdkiIjI6lVqxabNm1ixowZREREMH36dEaPHk2/fv2kDsjc3Fzq1q3LhAkTaNy4MaGhodjY2NCmTRtkMhn6+vocPnwYPT09ypcvz/jx49m6dSt79+6lZcuWANSvX5/Lly/z3XffSaN/VIKCghg6dCguLi54eHhw/PhxAGrVqsWGDRsYO3YsZ8+epV27dm/k3AqC8O9TMnjgz+jVq5dIy/8voVQq1QJmkpKSgOKAg+HDh3Px4kW1ZXNzcwGkMm2q8ljZ2dkUFRWxYcMGtVGp+vr6XLp0iWbNmqFUKqXl3zWFQsGiRYtQKpU8ePCADRs24OrqSn5+Pm3btiUwMJCxY8cyadIkWrZsyQ8//ICBgQGBgYHExMRQrlw5HB0dWb58uVpQhCCU5OnpSa1atTAwMHgj2+vRoweTJ09GqVQycuRIIiMjqV27NteuXZOWUZWHMDU1JTU1lZSUFE6dOsXKlSt59uyZCMoRBOGDFR0d/be3UTKzrrOzM+vWraN69eqkpaVJ36nffvst+fn51K5dG0NDQ86dO4ePjw9ubm54e3uzbNkyjh07hru7O3p6egwdOrRUNjIRNPthUCqVpTIRp6enExcXpxaYU3KQU8nHRUVFQPF1sSqzoqmpKS4uLmrLOTo6MnLkSLXMS/9V2traREVFqU1Tldk6dOiQ2vSDBw+qPTczMyuVxbXkZ83LywsvLy/peVkB7YIgCMKrvf9DqQRBEARBEIT3kp6eHoGBgcybNw8bGxuaNWtGfHw8jo6O0s2Tl6nS4ubn56ulxX3VCP9Lly7RvXt3oPjmjIaGBpUrV6Zq1apqmQQ6duzInj176Ny5M8nJyXTo0IH8/HzpRk2VKlUoV64c2trapKenExYWxpkzZ7C3t+fx48dAccengYEBS5YskUZyqVy5coX27dtL+0pNTQV+G9VlZGREdnb2a51HQRAE4d2Sy+WlsuX8VQqFgoEDB9K/f38sLS05ffo0vXv3xsnJidDQUGJiYujatSteXl7k5OTQtWtXfv31V7Zv387Vq1dJTU3F2tqaR48e0bp1a/r27Yu7uztyuZy0tDRMTU2ZNGkSjx8/pnXr1vTs2ZOaNWvy5MkT7Ozs6NixI1WrVuXTTz+lTp06REdH06JFC8zMzEplp3nboqKipFT6+/fvJyEhgdzcXC5fvoyTkxNbt24FirNj2draYmVlxYEDB8jNzSU/P18E5fyHvM5nMSgoiMWLF7+xNtSqVYusrCy0tLTo0aMHCxYskK5FVVTBdUlJSTRu3JjmzZvz1VdfoVAoOHbsmFqHlSAIwn+NKrNuXFwcvXv35uHDh2zevJlJkyYRHh6OpqYmO3fu5ODBg7Rs2ZK4uDgA8vPzmTt3LmZmZlhYWLB69Wrs7e2Ji4tDLpdL1wvCu3fkyBG6dOmCpaUlISEh9O7dm0GDBtG1a1eOHTtG7969qVy5Ms2aNWPo0KF0796d1NRUHBwcsLKyYsSIESxcuBBLS0siIyMZNmwYGzduxMzMjC1btnDv3j0sLS3ZsmUL48aN4+LFi/Tq1YuqVavSqVMnOnXqhKWlJbdv36ZatWqEh4dTtWpVKlSoQP/+/d/16REEQRCEVxKBOYIgCIIgCO+QQqH4YNPsrly5EnNzc+zs7FixYgU7duzAzs6O9PT0V66jSovbs2fPMtPivqx58+YcO3YMKB4pVVRUxNOnT8nNzVXLBjBz5kzs7e05d+4cw4YNK7WdvLw8CgsLqVGjBsOGDWP69OmYmZkRGRmpNsrKzs6OtLQ0KlWqpLZ+o0aNpDrlJ0+epHHjxkDZI7kEQRCE/6Znz56xZ88ePvnkE/bt28edO3fYtGkT7u7u+Pn5sW/fPr777jsyMjI4duwYPXv25Pjx4xw5coQZM2YQHBzM2bNn6dmzJ+Hh4ezatYsVK1aQmprK+fPn+f777+nXrx8PHjwgISGB1q1bo6OjQ0hICBkZGWRkZHDmzBnKlStH27Zt2bBhA8eOHXun5dBeDmB1cnJCLpeTkJDAzZs3pSCcO3fuUKVKFSpXrsyIESPYtGkT27dvVytxJwhvi4GBASYmJjRs2JC7d++WCsxJSUnBysqKJ0+e0K1bNzw9Pdm+fTtWVlZSYJ4gCMJ/lZeXF5s3b8bFxYW7d+/SqlUrZDKZdC3w+PFjxowZg4WFBVu3buXmzZtAceYOTU1NsrOz6d+/P3PnzsXX15cGDRqwZs0aoqKipMwdo0ePpk+fPtI11u/5kO+5vK9eDr66desW4eHhLFmyhODgYPbv30+FChVo37491tbWautWq1aN9evX06JFCxYtWsTu3bvp1q0bqampFBYWYmJiwrBhw3j48CHJycnMmjWL/Px8Tpw4wdSpU5k2bRozZszg4cOHXLx4kWXLlpGRkQG82dKWgiAIgvBPEIE5giAIgiAI/wClUvmum/CP8/b25uDBg5w+fRpXV1dOnz7Nzp07CQsLw83NTaofD7+VcFGlxT1+/Diurq5AcVrcJk2alLkPe3t7srKyGDVqFA8fPuTHH38kLCyMvn374uvrK223c+fOxMbGYmJiQnh4OAAmJiZoahZXbpXL5XTv3h1vb29Onz7NZ599Rn5+PjNmzKB169bS/jU0NEqVsYLiMgkbN26kV69eaGtr07Vr1zd4JgVBeF3p6ek4OzuXmt6zZ0+g+HvqfSjpI/w3lCxvExMTQ7t27aTsbhoaGlStWpXKlSuXmSXu119/xcXFBblcTkpKCpmZmdy7d48WLVoAr84sV3LbL2eTa9OmDdra2r+77j+tZADrvXv3cHBwQKFQ0KNHD4qKitDU1KRhw4Z89913ODg4AMXBsDdv3mTz5s189NFH76rpwn/YmjVrmDhxIgCZmZmYmJigUCik68pRo0YRGxsrdRBXrFiRdevWERsbS1xcHF26dHlXTRcEQXjnSmbW9fX1LTWYJTo6usxsu1ZWVtSqVYtLly6xZ88e+vTpQ+fOnXFxceHYsWNS2aPjx4+jra1NTEwMzZs3fyfH+F/3cvCV6t6LqakpFy9exMnJiYKCAo4dOyYFXkHx629sbAwUZzXOzs4mKytLyo5Yr149aVlVQJehoaEU6G1oaMjDhw/V5qsCvt50aUtBEARB+CdovusGCIIgCIIgfMiUSiWenp5cvnyZSpUq8fTpUzp37szNmzdp0qQJPXv2pE+fPri5ueHn50diYiJz5sxBR0eH//3vf1SqVInk5GQGDhzIgwcPiI6ORkdH510fllpdeEdHRxo0aECzZs3o2rUr9+/fx9fXFzs7O86fP8+aNWvIy8tj9uzZWFtb4+bmhq6uLqdOnZICaF6XTCYrVYLDxsZG7blCoZAeqwJ1Xn48f/58qTMFijPszJw5U207AwcOZNGiRURGRjJ58mRAvZb27t271ZZX1egG/nCUniAI78abLG8iCH+kZHkbKysrDh06RHBwMGPGjCErK4vc3Fzat29P3bp1geJRvYWFhWhqatK8eXMWL16MgYEBhYWFaGhooK+vz6VLl2jWrBlKpVJa/mVKpZLc3FwAtfklO8LeBzKZjIULFxIREaE23cnJiY8//pisrCxpmq2tLTExMejq6r7tZv5nJCQkcPz4cb788kuuXbvGsmXLmD9//p9eXy6XY2try1dfffUPtlIQBEH40KxcuZJt27aRl5fH0KFDSU5OVpvfpUsXAgICOHnyJLq6ujRt2lSa5+7uTnJyMhs3bmTSpEnI5XKeP3/OypUrqVChAra2tixYsAAoLn21Z88e0tLS+PXXX1m7di0JCQksWrSIvLw8bt++LWXfBcjNzcXZ2Zm5c+eir6/PmDFjePToES1btiQwMJDevXsTExNDuXLlcHR0ZPny5UyePJn09HRkMhmxsbHvNNj5faIKvrp58yZjxozh2rVrFBYWkpSUREFBAQ4ODty7d48GDRrQrl076dovIyODZs2aoaWlhVKplAJ1zp49CxRnpDMxMQHUr2PLylT88rSgoKB//LgFQRAE4e8SVxKCIAiCIAgveVUGhrJERkZSq1Yt4uPj2bVrFwCDBw+WMsW8LDw8nM2bNxMXF6dW+zoqKgpbW1tiY2P//gG8ASVTE3fv3p3Dhw9z5MgROnXqxIULFzhz5gxmZmYMHToUhUJBbGysdIMMkMpUvBzM8j5zdHQkISGBGjVqvOumCP8SqvJrQtmeP3+Ovb09/fr1Y9iwYaxatQorKyvMzc1xdHSksLCQ9PR0LC0t+fjjjzEzM2Pbtm1YW1vTs2dPHj9+DBRnMxg0aBBdu3YlLS1NbR9yuZyCggL8/Pzw8PCgT58+eHh4AHDlyhW6dOnCoEGDsLKy+t0yfILwZ2hpadGvXz8CAwPp06cP1atXZ8yYMQBoa2tjbW2tFrA6YMAAHBwcCA8PJyAgAHd3dywtLbG1teXJkyfMnj2bsWPHIpfLWbp0KXXq1OHBgwc4OTnx4MEDab8zZ84ste33gVwux9/fHygOZp04cSLJyclEREQQERGBXC4HioNw8vLyqFKlirTuyxnsIiIi1I75ZaGhoVLJSeHPOXnyJNu3bwfgxo0bbNmy5R236MPg5+dHnz593nUzBEEQ3lslM+tOmTJFujcil8vx8/Ojbt26v5ttt1atWgwbNoxff/0VJycn9PX1uXv3Lg0aNODq1asEBwejVCr5/vvv0dbWZvTo0bRu3VrKnAvw9ddfU7NmTen+yqNHj3BxcWHOnDm0atWKuXPnMm3aNA4cOECVKlU4evSoVF4zNzeX/Px89PT0yMjIID4+nri4OBGUU0LJsuZyuZxatWrh4ODA559/zrRp01i4cCEpKSk8fvyYcuXKkZmZySeffCKt36ZNG27cuME333yDj48PSUlJ6Ovr8/z5c7Xsj4IgCILwbyMy5giCIAiCIPwNly5donv37sBvZSY6dOgAlD2qx8fHB39/fwoKCpgxYwaAlJZXlYL3feDl5YW/vz/BwcF8+umnJCcnk5OTw6RJkzh06JA0cn/nzp0sWbKEoqIi7ty5I62vOqaKFSu+q0OQlMyo876Ry+XExMSoZfMpi5ubm1r2HuHNUCgULF68mKKiIu7fv8/48eMJCQmhQoUKBAUF4ezsTH5+Pm3btiUwMJDx48czYcIE2rRpw+LFi6lXrx6dOnXCzc1NCjKZMmUKfn5+XLt2jczMTMLCwtDX13/Xh/peioiIoHv37kydOpXx48ejqanJzp07qVixIj4+PsTFxdG0aVMePnxITEwMGzduZM2aNezbt4/Zs2cTHR1N+/btuXXrFvv37+fUqVPMmzePFStWlLm/1q1bs3r1aqytrcnOzmbBggUsWbKETp06YWpq+paPXnjflMwU5+zsTEZGhtQJExISQsOGDfHx8eHAgQNoa2uzbds2HBwcpO9wb29v7OzsyMjIQEdHhxkzZjB9+nR8fHyoX78+GRkZmJmZ8c0337Bz505sbGxwdnbm4MGDODo6ArBnzx61NrVo0YL4+Hi1adHR0dJjVWY4Gxub380m9z7/DpYlMDCQ7du3qwX3RkRE0KZNG6pXr17mOiWz2AllO336NFZWVhQWFlK/fn3y8vLIyMigevXqtGjRgmvXrlGtWjWOHj2KtbU1jx49oly5ciQlJVG3bl2GDx9OVFQUWlparF+/Xtru9u3b8fLy4tSpU0ybNk1kFhAEQRD+FlWg87Nnz5g4cSJxcXHY2tqiVCqpW7cu9erV4/r16/j6+lKjRg3q1avH+fPnefjwIZqamvTv35+goCCSk5OZNm0agYGBbNmyhbFjx9K6dWugODPL1KlT0dDQIC8vj86dOzNixAjmzJlDZmYmgwcPRktLC1dXV5ydnWnQoAHffvut+F37f97e3nh7ewPFA9uSk5PVBqfZ29urLV/yXpHKtWvXgOLMj/fu3UMmkzFgwAC8vLwwMjJSC+hSBXOXvN4ra/7bcObMGU6dOiUF35cUEhKCu7v7W2vLqygUCmJiYqQAeUEQBOH9Ia4kBEEQBEH4T1EoFAwcOJD+/ftjaWnJgwcP+Pzzz6XRPjk5OWrLr1u3jq5du9KjRw+pREVJzZs3l9IjK5VK4LcAHV1dXbKysigqKuL8+fMANGjQgNWrV+Pp6cn3338PlB3A866VrAvv5+eHTCYjOzsbuVzOTz/9JKUXnjNnDnv27CEyMlLtJtXbKJ+hUCjw8fH53WXS09NFZ53wu4qKioiMjMTW1pZffvmF2NhYjIyMyMzMZP/+/SQkJJCbm8vly5cZOXIkGzduBIo70AcMGMC8efP45ptvOHz4MHFxcdy8eROAZs2asW/fPhGU8zvS0tJo27YtAKampjx+/JgxY8ZgYWHB1q1bpXPZqlUrZDIZhoaGUtCfoaEhDx8+BMDExARNTU1MTU1JTU195f5KrpuTkyPtv1y5ctI84c04c+ZMqTKEf0d2djbbtm2Tnn/22Wd/af0/yrYC6pniOnXqRGZmJgqFgmXLljFnzhwSExO5evUqhw8fJjY29ndLLPXo0YN9+/ZJzz09PTExMUGhUGBhYcGpU6coKioiPDwcJyenv3QsHzqlUomHhwcWFhb079+fOXPmYGFhQZcuXUhMTARg8+bNtGvXjl69ehEUFMT169fZu3cvI0eO5LvvvmPv3r1YWFjQsWNHfv75Z6A4i0lMTAwKhYJBgwYxcOBAevToQV5e3rs83PdKs2bNpJJqjx8/xtzcnK5du/LgwQPmz59PgwYNyM7OpmXLliQmJpKdnY2dnR3Tp0/n/Pnz/B979x0VxdU3cPxLE1EEkSKIBXuJBSwYRHBFxYIidikq2LnBygAAIABJREFUoBLh0YRoLChB4mOJSTQxFqwE89oLNiIqiiv2WAlJjAYVjGABBAWUzvsHZ+fZBUzUKKDezzmes+7ODncWdnfm3l85dOgQjx49Ij09nT59+gBw7tw5fH19uXDhAsbGxqKygCAIgvCvyGQyIiIiOHToEHK5HH19fVxdXTl48CA+Pj7Y2tpiZGSEv78/P/74I0VFRaipqZGRkUFwcDBdu3YlMTERHx8funXrJrVb9PLy4u7du1JLpZYtW7J06VLkcjkXL15k8ODBNGnShOTkZHbs2MHQoUMpLCzE1dWVTZs2kZKSwoULFyrzpXmrnTlzhq5du+Lg4EBoaKg0jxMWFsaaNWvo2rUrenp63Lx5E2dnZ+7evStVTh0+fDidOnXi7t27LF68WKpUvXfvXpYsWfLax1pcXIyTkxP29vbltpC1tLQsNygHSgJzBEEQBOHviKtkQRAEQRDeOzk5OURGRvLRRx+xcuVKsrOziYmJYfTo0SqVFgoLC1m6dClTp05l8+bNUoUbZc7Ozty7dw97e3scHBz4448/pMeGDh3Kd999x8iRIzEwMABKFo569OjBlClTGDVq1Js/2FekXJrY09MTKysrjI2N0dbWRlNTU6oSNHDgQOzt7ZkzZw61a9eu5FFXXdOnT+fXX3/lyJEjWFlZATBu3DgePnzI559/TpcuXaRF7KNHj/Lhhx/y4YcfcvToUaAkAApg9uzZ2Nra0rNnTyloQfh3lIM1lG//+eefDB8+XGrLlpycjK2tLefOnSMhIQEzMzOqV6/OzZs36dixIwBWVlZSKyVF5azKFBYWJgUMVkWNGzcmLi4OgF9++YXc3FxatGjBiRMnGDZsmBSoqBzoV14g46+//kphYSGxsbE0bdr0uT+v9HMVP7+wsFAKnhRej7+bsH4VpQNzli9f/lLPf5HAHD8/P3bs2MGYMWOIjIxELpcjk8nw9fXlyZMnKhXy1NTUpH8K+vr6UlbqP73/7ezsOH36NAcOHGDw4MEvdSxvu9ItQD/55BNOnDjB5s2bVVpiDhkyhNOnTxMWFoapqSn9+vVj8+bNTJ8+HXt7e06cOMG5c+dYu3ZtuT+nqrUIrQri4+Np3LgxtWvX5q+//uKvv/4qd7u8vDx69uyJvr4+O3bs4K+//uLcuXM0bdqUatWqAUiV/vbt28eMGTOoX7++SmWBwMDAKv39IwiCILy90tLSWL58OV5eXqSkpHD48GHU1NQYNmwYxsbG5OTklHmOmpoaa9asYdOmTZw4cYLZs2czf/58HBwc6N27t/SdOGDAAKpVq4a+vj6ZmZn06tULW1tb/vrrLyk5SVCl3IbseZQD4Bs3bqzymI6ODjt37qRp06b8/vvvTJ06VWpLlp6ezo4dO6T73Nzc2L59OwA7d+58I3Nq9+7d49mzZ9SpU4ehQ4fSvXt3Nm/eTK9evXBycuL48eMEBgby6NEjZDIZPXv25OOPP2b//v3ExcUhk8mIiop67eN6WXFxcVKg+p07d+jZsyfdu3fHz88PgLVr1yKTybC3t6dZs2YArF+/Hjs7O+zs7Lh8+XJlDl8QBOGdJVpZCYIgCILw3lEERlhaWjJnzhw+/fRTADp37qzSMiIlJQVTU1P279/PyJEjy1TTgZLqOIqAioSEBIKDg6XFioYNG3Lp0iWV7RcvXlxmH+WV5a1syqWJSzt9+rR0OygoiKCgIJXHlVsuVUT7jJEjR/LgwQO0tbXZtWsXenp6BAUFcfz4cel3Xdm6devG6dOnuXfvHmZmZmRmZvLgwQNMTEwYOXIkwcHB9OnTh/HjxxMcHCxVWujXrx+9e/fGzMwMKHntT548ibq6epWprvS2e17Qx927d3FxccHT0xN3d3eKi4tRU1PD2tqa6dOnS0EHTZo04dKlS9jb23PlyhWpkkdlVwooKioiLCwMDw+PVxpLUVHRGz8GFxcXRowYQd++fdHV1cXa2prNmzdz8eJF9PX1ad68+Qvtx8TEBBcXF1JSUti8efML//zPPvsMd3d3TExMMDAwQEtL61UPRShFUT79wIEDdOjQgdjYWDZu3Mhvv/3GkydP8PX15ZdffmHNmjWsWLECPz8/rl+/jo6ODps2beLatWsqbaXi4+OJiopCJpOxc+dOhgwZwqlTp9i/fz9ffPEFnTp14vfff+fUqVP88MMPbNy4kaysLBYuXEirVq04dOgQ165dY/jw4Xh6ejJ+/HgyMzNp3bo1q1atAv5XKS45ORl3d3ccHR2lAKD8/Hx+++03Dhw4wOTJk4GS4C5FZTwdHR3u378vHX957x3lzxd3d3cCAgLQ19enZs2ab/JXUeWUbgH6f//3f2zevBl1dXWV18jKygoNDQ0aNWpUpv3BpUuX+OKLL6TfS2lVsUVoVfD555/j5OTE+vXrsbCwQFNTU1q8rF69uhRIs2PHDp49e8bjx48ZO3Ysd+7coVu3bkyfPp2CggI0NTUpKCgASs4XFyxYQIcOHZDJZLi6ujJ27Fh8fHy4cOECXbt2rbTjFQRBEN5+5bUxWrJkCcuWLZOu0yZOnMjRo0fR0tKiVatWtGrVCi0tLdq2bSs9R7GPXbt2Sfves2dPmZ+npqaGm5sbALVr1yYmJuaNHdv7RLlV+oQJE6T7FdfY8L8qqebm5lIV1NL3NWjQgEePHpGWlkZGRgb169d/7WOdMWMGV65coVatWrRv3567d+/y9ddfc/XqVcaOHcvEiRMBiI6OpkWLFoSFhUnHoaiQWVUcOHCABQsWcOXKFaKiotDU1MTDw4M///wTHx8ffHx8CAgIoG3btqSmprJ//35iYmJIT0/H29tbqjAlCIIgvD4iMEcQBEEQhPeOoiVVbGwsY8aMkYJnLl68SNOmTbl06RKHDh0iKSmJ06dPY2BgwIcffihdxG7atAm5XI5cLic4OLjKBYG8b8LCwqhRowbr169n+/btDBw4kJ9//pmTJ0+yZcsWlXYilcXW1pbp06dTVFSEu7s7+/bto27duiQmJtK2bVu0tLSkhVw1NTX09PQA0NDQUNnPjBkzGDduHIaGhixYsOC9W9CtSOrq6ixZsqTMZJS7uzsymYytW7cCMHPmTMaNG0deXh6DBg3C3Nz8jYxHLpezZMkSCgoKyM3NZevWrbi5uZGfn4+xsbFU1cDLywtDQ0Osra25evUqvXr1YsKECVLrnUuXLtGnTx/mzp1LfHw8fn5+5Obm0qdPHwIDA/H09ERXV5cbN2688feOtrY24eHhaGpq4uvrS4sWLcrNzFNkYJY3Ma94bUo7deqUymPBwcHSY4rgwYKCAs6dO0dhYSG2trbUrVv3Xx+ToOr+/fucP3+eS5cusXHjRr744gtcXV3x9fUlPDyc4cOHExERQcOGDQkJCSEyMpLVq1eTnZ3N4sWLkclkFBcXk5iYyJ07d8pk4y5evJiYmBip1SLAqFGj8PLy4vHjx4wYMYIjR47Qr18/AgMDadasGdOmTSMgIAAbGxtmzpzJ2bNnsbGxYc2aNYSHh5OVlcXMmTOJj49HJpOhpqaGq6srPj4+NGrUCFtbW+lv18fHh0GDBtG9e/d/bFvXoEEDhg0bxoIFC2jVqhV37tz5x3aM7yJFC9CBAwdSVFTEqlWruHLlCjdv3pQWOqDkHM3a2prExERMTEzQ0tKS2gl89dVXrF+/HnNz83ID+Kpii9CqwM3NDS8vL6kFRJcuXVi5ciUNGzYkPj6e7Oxs6tevz86dO3n48CFGRkYYGRlhampK69atcXR0pHbt2mhpabFlyxYA6taty7Fjx3BwcEAulzN58mQKCwvR09MTlQUE4QUoAlkVFdfKc/XqVS5duvTcSnTdu3eXznsUQkND8fb2fq1jFYSqwsHBgbFjx/5t0EDbtm0JCAhg1KhRUoWVvyOXy/nyyy8pLCzk4MGDr3O4AqoB8OPHj6devXpASVUXRWvj8s7fyrvP2dmZSZMmMWjQoDcy1vnz5/PgwQOKiooYNWoUw4cPZ/369Zw/f57k5GRGjx4NwIULFygqKsLNzY3+/fszZsyYNzKeV1U6UH348OFkZGSQkJBAcnIyzZs3Jzw8nGfPnuHu7s7PP/9MbGwsPXv2rOSRC4IgvNtEYI4gCIIgCO8dLS0t+vXrR05ODrt37yYoKAg7Oztq1arFli1bCAwMxMrKiqioKL755hu+/PJL1NXVCQgIkBbjFe7du1flgkDeJ4WFhUyfPp24uDiePHnCkCFDSExMlCZ3OnXqVCV+JyYmJty7d4/69etja2uLi4sLvr6+JCYmqkw2QUmlkidPngCU6Wnu4OCAk5MTCxcuJCIiokq3Q3sbPC/QQxHEMX369DLPUVNTY9SoUVJlrEaNGpUJDFEOAnmdcnJyiIqKYvv27YSGhhIREYGOjg6BgYFER0fTvHlzHj58yNGjR9HQ0ODgwYMcPXoUTU1Njh07hkwmY9myZXTt2pW5c+cyZ84cNmzYQIMGDXB1deXu3btASSDZihUr3sgxlObk5ERWVhbNmjXDxsamQn6mYoHLzs6OCRMmkJ2dzfjx46XfqfD6NGvWjOrVq0sTwnp6elSrVo3U1FROnjzJ559/zpIlS9i2bRuHDx+moKAAGxsbPv30UymrdsqUKZiYmJS7fw0NDWrWrEnNmjUxMjIC4PDhwyxbtozi4uIylVYArl27xqxZs1BTUyMrKwtra2ug/EpxpVtYLliwQOX/AwYMYMCAASr3KVeNU/6MUQQyKBgaGtK/f//nvHLvLmdnZw4cOIC9vb1UKcve3h57e3uV7Xbu3Im/vz9eXl5Uq1aNvn374ufnx4gRIxgyZAiDBw/G0tJSahUq/DNXV1dcXV1V7lu4cKF0OzU1VbqtOA9Rtm3bNpX/K//9KlrFveuVBRTv7xepcikCI4TXxdLSEktLy5d6jvj7qzpeJPgqLCyMdu3aYWhoyK1bt3BwcKjAEb59rKyspHa4CuVd073sd1Lnzp3/9vckvLrSAfBhYWEMGDAAQ0PDl97XiBEjmDp1KiEhIW9gpP+Tnp5Ox44duXDhAhYWFsTHx5ORkUHjxo25ffs27du3x8nJCZlMhqWlJWPGjCkzt1OZlMeSmppaphrwH3/8wYYNG9i3bx9Q0ma6S5cuUlWp/Pz8Shm3IAjCu07MPAqCIAiC8N6xtLRUmXBZuXKlyuOKfuNjxoxhypQpXL16lU2bNpGYmChto8jWqYggkOctAty/f58NGzaUWTh8n1y9epW6desSExPDunXrSEpKolGjRtJE3ZUrVyp5hP9jZmZGu3btsLCwICUlhW7dupUJ9IKS9mCOjo4UFxczb948lcdcXFx4+vQpULJoKVSskydPMmPGDDZu3FgpP1+5DV9UVBTjx48nKSmJBw8e0Lx5c5o3b06HDh3KVFpSUGTN6ejoAHD9+nUpsy8jI4OkpCSg5LPs33qRRQgoCaJQlpCQQGBgYJnKKK+T8gJXVV1ETkhIeKWFGZlMVqXKp5eX5eri4sJXX31F8+bN0dDQoGXLlowdO5Zp06YBJZPABQUFKlm169evLxOoCCWBjE+fPiUjI0MKKli0aBEnTpwgNzcXW1tbAJVqKy1btsTDw0P6O1e05KlITk5O9OrVi2rVqlX4z65syi1A/85XX32lEiw3fPhwhg8fLv2/9IKzckBkVWwRKrx/yguMqIg2kcLbJy4ujkGDBvHo0SMOHTrEjBkzVNo7xsbGSudUgYGBxMTE0KFDBzIzMwkLC6OwsJDJkydz6tQpvvzyS/Ly8oiLi0MmkzFnzhz69OlT2Yco/APF95VcLic6OloE5lSS2NhY+vfvT25uLrt27WLFihVER0ejrq5OaGgoFhYWzJs3r8x9wj8rHQBfXoJReVVSy7sPoG/fvlJQ/ptiYGAgVddOTEykadOm1K5dm9u3bwMlFVoPHTpEjRo16N27NwDW1ta4uLgwbdo07Ozs3uj4XkZ51YC//vpr/vrrL3r37o2pqSnbtm3DyckJe3t7NDQ0cHBw4PPPP6/EUQuCILybRGCOIAiCIAhCKcpldt3d3TE1NQVAX1+f+/fvA0iBH68zCESxkP348WOWL1+OTCbj6NGjz93e1NT0vQ7KAfjggw84d+4c/fr1o0GDBpibm2NmZkanTp2ws7OjQ4cOlT1EiXIwhyIAQnkBXXG7b9++9O3bt9x9lA5iECqWnZ0dZ8+erbSfr2jDt2XLFqnNzpYtW5gzZ44U9KC84KcIRlAsbpfO4GvZsiXfffcdZmZmFBYWoqamRkhIyFu3aPiyC52Kz9oDBw7QoUMHYmNj2bhxI5aWloSEhLBx40Z0dHRYvXo1Ojo6eHp6kpubi7OzMzNnziQ4OJikpCRu375Ns2bNMDc356effmLAgAEEBQWRkpLC+PHjyczMpHXr1qxateq5Y3leAE5CQkKZhRnl41QE4Hz55ZeMGTNGpYWaoiLQDz/8wKlTp6Tvkn9TESgsLIyCggImTJjwyvtQGDx4ML6+vlJ2prOzMx9//LF0rP7+/ty6dUslq9bU1JRHjx4xfPhw1q5dK+1rxowZ2NvbY2lpKbUiGzhwIPb29lhbW1O7dm0AlWors2fPxsfHh8ePH6Ours66deto3Ljxvz6ul6FoJSQIQtWXl5fHiBEjyM3NxcDAgL59+5ZZmC0oKGDs2LFoa2vTp08fjIyMpMCI5cuXM3HiRKysrNDR0cHf37/M90rPnj2lanfDhg0jJCTkuZXChHfTgQMHWLBgAdHR0WXaOyoqCt67d4/Lly8TExPD9u3biYyMBCAtLY2goCDy8/OZPHkye/bsoV27dlUqUFcoqUTm4eFB9erV0dPTIyEhAQsLC9avX09wcDDdu3cnNDSU06dPc/bsWY4dO1bZQ37vKFcnXblyJUlJScjlcq5du8aiRYuYPHlymfvWrFlT2cN+r/zxxx9MmDBBpeLfm1C3bl1WrFiBm5sbmZmZtG/fng8//JDt27czbNgwqlevjoGBAd98842UCACwZMmSNzquF1VeZeBPP/20zDaleXl54eXl9YZHJwiC8H4TgTmCIAiCILxXSmfalKd0md3Q0FBpMbBhw4b07t2bZs2aYWpq+kaCQJYvX05eXh6//vqrVN7XwcGBXr16kZ+fj7GxMTt27OCvv/4iMDCQ0NBQhg4dSnZ2NsbGxixbtoxPP/2Ubdu2UVBQgKOjI9HR0a9lbFXJ3/0uRQlq4V2kaMN3//597Ozs2L9/PxcvXkRfX5/mzZuX2d7JyQkXF5fnBlMsWLAAb29vcnNz0dLSYvfu3a91vMpZp1u3bsXNza3MZ5i3tzd16tTh9u3bUqAGlFRNGTduHB999BHW1tZ4e3vz4MEDjI2N2bRpE5s3byYyMpKsrCwWLFjw0i0eoKTq2Pnz57l06RIbN26kXr167Ny5k9OnT6OhoUFRURFTpkzhiy++wM7Ojr59+0oVhtq0acO6detwdHSkb9++fP7553Tu3JmgoCC+/PJLAgICsLGxYebMmZw9e/a5bbrKC8ApKChg7dq10sJMUVERhoaGDBgwgAcPHnDo0CGuXLnClStXmDVrFhERETg7O9O5c2cKCgqwtLREV1eXzz77jB49enDnzp2Xfm3+rdKfzxYWFlL1t9q1a0uVv6AkYGz58uVl9lG6rZRyYOKpU6eAklZSzs7OJCUl4ePjA5RUHQsKClJ5bulqK3v27Hm1AxMqhFhMFqqSvXv3Ym1tzZw5c/Dx8SEzM7PMwmyXLl3w8fHB09OT4uJi1NTU+PHHH6W/5dTUVObMmUP9+vX5z3/+U+Z7pVevXhw/fhxra2vy8/NFUM57RlHR0NzcnKtXrxIeHq7S3lEhMTFR2tbS0lIKzDE2Npb+ZjIyMip49MKLyMzMZMyYMSxatIidO3eir6/P+vXrcXR0VPmd+fj40KRJE3EtW0mUq5MGBASgpaUlnc+amZlx7do15HK5yn0v60WqimZkZBAdHc3QoUOBl2tNd/fuXVxcXLCxsSEzM5PAwECaNWv20uOsqlq1aiVdB7wpFhYWUqWegwcPqjxmYGAgBeY6OTmJiknCc02ZMqXca1woCZZ6196bgiC8OBGYIwiCIAiCUMrfldkNDQ0ts/3rnjjr3r07H3/8MbVq1eLgwYNSMFBERAQeHh40bNiQ6OhoaSH+zp07GBkZERERIS0GZGdnk5mZyZkzZ6SyusLr86Jtet6EqtaqRqg4ijZ8crmcJUuWULduXZ4+fcqPP/5IcHAwoaGh6Onp8fjxY1JSUtixYwfa2tpcv36dpUuXMnToUNTU1KT2e82aNZMWdRQUwROvg3LWaWhoKBEREejo6BAYGCh9hqWnp3P06FG2bt3K7t27GTx4MPn5+Xh6euLj40OPHj1Yvnw5zs7OuLq6EhISwq5duzh16hQPHjwo8154Xius8ia0mzVrxv3790lMTCQjI4Pbt2/TsWNHqRWYuro6N2/epGPHjkDJZL2idLliYaxevXrSbV1dXQoLC7l27RqzZs1CTU2NrKwsrK2tKSoqwsfHhz///JMaNWqQmZnJqVOnWLt2LeHh4Zw9e5ZLly5Rt25d6tSpQ7Vq1UhNTSU9PR09PT1cXV1ZsmQJiYmJ9O3blxYtWuDg4ECdOnVITk5m6tSp/Prrr1y4cAFdXV2Kiopo1KgRv/zyC0+fPqV///5kZWWhp6dHXl6eVMnn5s2buLm5YWpqSlZWFhs2bCAjI4NPPvlEquYwe/bs1/Y38brt2rWLkJAQsrOz+f777yt7OIIgvINu3bolLdZ26tSJx48fl1mYHTlyJMHBwbi7u+Ph4UH//v1V9mFiYkL9+vUByv1ecXNzY9GiRSQlJTFkyJCKOzihSlCuaFi7du0y7R1Pnz4NlFRq/f333wH45Zdfyn2+ooJi6SqJQuXauXMnEydO5IMPPmDnzp0q55GPHz+u5NEJCorqpLGxsYwbN47U1FRpYT0/P5/ff/8dR0dHlfvehIyMDMLDw186MKeoqIiYmBgmTJjApEmTREvPNyArKwsnJyfy8vLo3bu3StVSQVAoKip6blCOIAjC21WjXBAEQRAE4T1x69YtatWqBUCXLl24cuUKY8eORS6XExkZSXJysrRts2bNaNeuHe7u7nz77bcADB06lH379rF9+3ZGjx5dKccgCMKbk5OTQ2RkJB999BErV64kOzubmJgYRo8ezerVq5HL5fj4+HD8+HECAgK4fPkyMpmM48ePs2zZsgoZo3LW6c2bNxk/fjw9evRg165d0mdYmzZtUFdXx9zcXMoYjomJUclQvXbtGt999x0ymYyNGzfy8OFDgJfKUCwvqFJNTY2EhATOnDlDcXExTZo04cqVKxQVFQElE2pNmjTh0qVLQEm7QsXPVF7wKr0g1rJlS5YuXYpcLufixYsMHjyYffv2YWJiwokTJ1TaGPn4+FC3bl02bNhAfn4+GzZs4OzZs3Tu3JmWLVuyf/9+1NXViYiIoHbt2syZM4fo6Gh+++03srOz6datG40aNeLChQuYmJhQvXp17O3tqV69Ordv30ZTUxN1dXUyMjJITEwkODiY48ePU6tWLc6ePcs333zDsmXLCA8Pl17Xli1bIpfLOXfuHFFRUTx79uyFX+eKNnr0aE6cOMHFixfp1q1budsoqhIJgiC8isaNG0uLtVeuXEFbWxtHR0fkcjlyuZwff/wRLS0tli5dyg8//CBV7FL+blBut1je90qTJk1ITk5mx44d0kKs8H5StDhycHDAwcFBJYDazMwMS0tL7OzsOHr0KFpaWs/dj7W1NS4uLpw8ebIihi38Ay8vL+7evcvevXuB8oOp4H9taIXKoahOumrVKiZPnoypqSkymYyePXvyww8/0KFDhzL3vQpFVVEHBwfCw8MJDAwEShIkwsLCWLt2LVFRUchkMhYvXiy1RoyLiyMiIgJ7e3u6devGoUOHAPjwww/x9fXls88+Y968eXz77besWLFC+nmDBw8mPT0dKElCU3wHCWUprhsSEhLw8PAo87ienh4nT57k/PnzLFiw4B/3J5fLCQ4OfqWxyOVybt269UrPFV6v5ORkevbsSffu3fHz86O4uBhfX18cHBxwcnIiPT0duVyOs7MzgwYN4vDhw3Tv3h2AH374AZlMRufOnTly5EglH4kgCFWBqJgjCIIgCIJQBTVu3JisrCwAatasycWLFzE1NeWbb74hPj5eZQIvNzeXTz/9FHV1dRwdHXF3d2fYsGG4u7uTn59PkyZNKusw3hkFBQWMGTOGpKQkzM3NGT9+vEqbnl27dvHo0SPGjh2LtrY2ffr0Yfbs2axfv56NGzcCsGzZMiwsLKSqJe3ateObb75RaUO2Y8cOzp8/z8yZM8nPz2fChAl4eXkRERHB3LlzpVY1wvundGsg5aCXOXPmSD3jO3fuzIkTJ/D19VXJ3u/duzcxMTG4ubnRv39/qSXTm6Scddq4cWPy8/PZsmULc+bMKTejW3Ffr169aNiwIcuXL2fKlCm0bNmSXr16MWjQIEaMGMHBgwd5/PgxrVu3Zt68eVI5cUXwTVJSEoMHD+bBgwds3bqVqKgoaUK7dOba2rVrOXHiBEVFRfz1118kJiZiZGRE+/bt+eSTT0hKSiIoKIjffvuNkSNHvlBW5OzZs/Hx8eHx48eoq6uzbt06bty4IQWOKC/QKn+W6+rqYm1tDcDvv/9OQkICs2bNIjs7m9jYWDIyMoiNjaVTp048efKEW7duoaGhgaamJpmZmWhra6Ouro6JiQm1atVCU1OT//u//2PcuHEYGxuTlpZWppLP7du3ad++PRoaGlL29u3bt5k2bRpPnz7l+vXrUsBOVVdUVKTy2iqU1y5MEAThRbm4uDB8+HD69u2LgYEB+vr60sKsmpoarq6u6Ovrs2LFCp4+fSot5DVo0IBhw4aVWbibOXMm48aNIy8vj0GDBknfKwMGDODo0aPo6+tX+DEKlUf5/E5R3cLLy6vc7QCCg4N/BcIkAAAgAElEQVTR1NRk+/bt0oKtclsXRSXBJUuWvLExCy9PTU2NNWvWMHr0aNLS0qQF29Latm1LQEAAo0aNYvv27RU8yvdbeW2y58yZw5w5c/7xvpelXFX0xo0bZR738fHhzp07UgXQAwcOIJfLpTa70dHRFBUV0b9/f/r166fSLrF9+/YUFBQwYcIE6TNlxIgR7N69G29vb2JjY/nuu+/+1fjfZYrrhoqeQyvvOkYul9O9e/cXGsvzroOE18PIyIioqCg0NTXx8PBgxYoVNGzYkJCQECIjI1m9ejU2Njbk5eVJAXOK879Ro0bh5eXF48ePGTFiBI6OjpV5KIIgVAEiMEcQBEEQBKEKcnFxwc/Pj/79+2NoaEh6ejrXrl3j2bNnGBkZSW2sABITExk/fjwFBQU0adIEExMT1NTUqF69umhj9Zrs2bOHNm3asHXrVubPn09aWprKhNratWsxMjLCx8cHT09PiouLSU1NZf/+/cTExJCeno63tzeTJ09GJpMRHBxMcXExN2/eVGlDBhAUFMT+/fupVasWffr0wd3dnUWLFnHixAnS09Pp2bNnJb8aQlWgHPQyZswYKfPx4sWLNG3aVMrez8vLw9bWlp49ezJv3jygJJinIgJzFFmnOTk5bNy4kSFDhnDx4kX09fVVPsPKM2/ePPz8/Ni2bRutWrVi2rRpzJ07l6dPn7J161ZmzpxJTk4OSUlJyOVyrl27xqJFiwgICOD+/ftERUVx6dIlFi9ezOrVq/nxxx9V2l4pJt7lcjlNmjThv//9Lzk5OVKrrR49etCnTx8uXrxIamoq1tbWfPXVVwAqWY/Krb8U+zc2NmbPnj0qx9OyZUvOnTvHwIEDKSoqori4mNzcXO7cuaMSnKOYUI2Li8PQ0JA6deqgrq5Oly5duHfvHs2bN+fXX38lISFBeo6rqyuLFi2iuLhY+mdpacmRI0eYOnUqaWlp/Pzzz9ja2hIUFESnTp2AkoDDo0ePEhcXR+fOnfntt98ACAkJYebMmchkMrp3764yvjftzJkzfPrpp9SsWRMPDw/u3r2rEnhlYWFBYGAgx48fR1tbm/DwcPz9/dHV1eXGjRscPnwYPz8/rl+/jo6ODps2bWLt2rWcPn2as2fPcuzYsQo7FkEQ3g3a2tocOHCgzP2lF2aVW98CbNmyRbqtHDjRqFGjcluSqqmp4ebm9i9HK7zr5syZw9mzZ9HQ0GDHjh2VPRzhBSgHfOzatUvlMcV5pPK5ZUxMTAWNTKgsygkWq1evxtbWFkBqS/48qampXLt2TZrjefjwIcXFxSrtEsvj4uKCu7s7zZs3x97e/jUeybtH+bqhuLiY4cOHc/v2bfbt20d8fLzUzlzx3pXJZHh7e1OnTh1pu/r16+Pt7c2dO3do1KgRDRo0ACiTtNWxY0c6dOhAu3btaNu2LU+ePOHEiRNUq1aNjRs3EhYWxp49e+jduzdBQUG4u7vz5MkTLC0t+f777wkLCyMyMpKsrCwWLFiAp6cnlpaWXLp0iXnz5rF+/Xru378vjamiPK+19NssLS0NX19fMjIySEhIoHnz5oSHh3P48GEKCgqwsbEBkFqVKjt8+DDLli2juLj4rUl4EQThzRKBOYIgCIIgCFWQtrY27dq1IzIyEk1NTVauXMnRo0fLLPYqLnbLK1OupaXFyJEj//bn3L9/nw0bNpSb9RUWFsbYsWNF5g1w8+ZN6SK7c+fOXLp0SWVCLSoqCj8/P5UKJYaGhsTGxqoE0vTo0aNM1RJFG7JOnToxdepUYmNjcXZ2Bkom31JSUlBXV0dXVxddXV2MjY0r/gUQqhzloJfdu3cTFBSEnZ0dtWrVYsuWLezfv18le//nn39m9uzZ5OfnV0jAXnlZp5cvXy6zneIzTHl7xX2rVq0CSgJeXFxc0NXVpX379nTt2hVXV1ceP37Mhg0bpOeZmZkB0K5dOzQ1NbG0tCQ+Pv6FxpudnY2Pjw9JSUk8ePBAChyaNGkSjRs3JjEx8aWOvzRnZ2cOHDiAvb09urq6eHp60r17d2QyGU+ePGHmzJkq2zdt2pTk5GQsLS15+vQpTk5OfPPNN+zevZuWLVvywQcfSNva2tpiaWmJp6cneXl5zJ07F3V1dVq0aIGBgQEJCQloaGgwceJE5s+fr1LJ57PPPsPd3R0TExMMDAzQ0tLCycmJyZMn06ZNG6pVq/avjvtlHTx4kMWLF0vl+s+fP68SeDVp0iRu3brF6dOnVQKGbG1tWbFiBQcOHCiTvejj40OTJk2YP39+hR6LIAjCi1q1ahV79uzh4MGDlT0UoYpbvHhxZQ9BEN64d736h3KChaOjo3S9EhcXR/v27cu0NFME6xgZGdGuXTsOHz6MhoYG+fn5qKmp/eNrpauri56eHsuWLWPhwoVv6KjeDYrrhgkTJjBkyBCOHj3K1q1b2b17Nx06dCj3Oenp6Srb2djYoKGhwdGjR1m4cCF5eXnlJm3t3buXu3fvcubMGWrWrEmPHj04efIk6urqFBcXS9eLvXv35uuvv2bUqFGMGTOGCRMmcP78eQBq164tVde6d+8e586d4/Lly0yePJmLFy+ybds2duzYwdSpUyvsNXxRb9P7fMuWLbi4uODp6Ym7uzuWlpbo6uoybdo0APLz8zl9+nS5x6NIssvNzZWC8ARBeL+JwBxBEARBEIQqovRCtnI27ctm0fr4+GBiYiItVJemuAg2NTV9binmsLAwPDw8/vFi+W26oH5VTZo04dKlSzg5OXHx4kWaNWsm9ZSPjY0tt0LJwYMH6dKli5QZmZ+fT2FhoUrVkpEjR5ZpQ2ZlZcWuXbuoWbMm+fn5aGlpUVRURHZ2Nunp6aSkpFTa6yBUDeUFvaxcuVLl/6NGjSqTva+csf82+uWXXwgJCaFp06aYmZlhbW0tVZ/R1tZmxYoVZGZmsn//fsaMGcO5c+do3749wHOzTxUT34cPH6ZFixZlWm3NmjWLZcuWERQUxIYNG1557Orq6mWeP3HiRAC+/vrrMtufOHGizH3ltbZQUP7d+vn5ASWfzQCrV69m/fr1WFlZlQnuLCgo4Ny5cxQWFmJra0vdunUxNzenX79+KtspSuG/aX5+fsyfP58NGzbQrl075HK5SuCVcksw5d+pogrQtWvX2LZtW5nsRUEQhNdJkSn/Ip+NoaGheHt7/+02fn5+0mf33z1/ypQpZVoyCoIgVGXTp09n3LhxJCcnM3PmTK5cucK4ceNwcnJi6dKlAMyfP5/evXsjk8mwtrYmOTmZ3r17c+TIER4/foyGhgb9+/dn69attGjRgvXr11fyUf07pRMsPDw8GDBgAIaGhgCYmpry6NEjhg8fztq1a1VaI06dOpVevXqhpqZGmzZtylwDPs/o0aMJDAykVatWb/LQ3ilt2rRBXV0dc3Nz4uPjy7RgVvy/9Ha3bt2Skrg6derE2bNnuXXrVpmkLSipqlqzZk0AZsyYwbhx4zA0NCzTBvPmzZsMGDAAKEkUUwRzKa6BAJo1a0b16tWpV68erVu3Rl1dnXr16nHt2rXX/Mqoys3NZcSIEeTl5VG7dm2V68hPPvmEq1evUlRUxObNm2nYsCEffvghVlZW6OjoEBAQwPjx48nMzKR169ZSYk5V4+DgwNixY9m7dy8Aenp6JCQkSK2S/f390dPTK/e5AwcOxN7eHmtra2rXrl1hYxYEoeoSgTmCIAiCIAhV3Ktk0a5du7bMfXK5nKVLl5KWlsb9+/dJTU3F2NiYli1bsn37dpo2bUpeXh66urrs3r2bS5cuYWRkhLGxMePHjyc6Oprc3Fz69OlDYGAgnp6eUvuQ4OBglfYj/7QA8bYZMmQIHh4e2NvbY2ZmRteuXctMqJWuUGJsbIyTkxP29vZoaGjg4OBAjx49VKqWlNeG7IsvvsDZ2ZmioiLq1KnD7t27mTlzJvb29nTs2BFTU9PKfjkEocLdv3+flJQU2rdvz4MHDzh//jx9+vTBzc2NEydOkJiYiL+/P//9738pKioiLS2NatWqSRNkyhPayhPSH3zwAYMGDSIkJIQmTZqotNrau3cvjRo14j//+Q+ffPIJUVFR9OnTR3pucHBwuUFSVUVWVhYdO3YkJSUFX19fzM3Ny2xz69YtJkyYQHZ2NuPHj0dTs3KnCAwMDFi1ahXJycm4u7vj6OgoLULn5+fz22+/ceDAASZPngwgBVApgkNbtmzJ2LFjVbIXf/75Z5WsY0EQhH9LEQz5IoE5ixYtKnNe/DJB7cqBOeUF5chksnJbYwmCIFQF3bp14/Tp09y7dw8zMzMyMzN58OAB33//PUeOHAGgX79+UkXPIUOGYGNjQ1hYGMbGxmzZsgUfHx9ycnKIiYnB0dGRR48eUadOnZceS0ZGBtHR0QwdOvS1HuPLKO/aITIyssx2hw8flm4rt0Zs1aqVFKChoBygr/y9pNxy90USvd7FFkQvS7laUelAHH19fe7duwf8r7pReds1btyY48ePA3DlyhUAGjduXCZpC1A5F3BwcMDJyYmFCxcSERGhMhZFotgHH3zAxYsXmTBhAn/88YfK85XHUXpMb9LevXvp1q0bs2bNwtfXV+WxRYsWUaNGDY4ePcqaNWtYsGABqampzJkzh/r16zNt2jQCAgKwsbFh5syZnD17tkomVlhZWREXF6dyX3kt5pXf24r3ZVBQEEFBQSrbKb83BUF4/4jAHEEQBEEQhCpELpdLfauh5IKta9euDBgwgJMnT+Lg4PBKE0pyuZwNGzaQl5dHbm4uWlpapKamcu7cOUaPHs358+epVasW8fHx0mKBlpYW8fHxGBgYYGpqypkzZ2jatCmurq7cvXsX+F/7kMDAQKn9yJu+8K8MWlpaUolgBeUFeii/QomXl1eZKhelq5aUbkNmbW3NsWPHVO5zdnaW2lsJwvsoISEBKysrvv76a3Jychg0aBBjxozh448/pqioCB0dHZo1a4aFhQVdunTh4MGDJCQk8MUXXwCqE9oKxcXFDBs2DA0NDVJSUtDQ0CizjYuLCwDLli1TuT84OJiEhITXf6CvkZ6e3j+28mrRogUxMTEVNKJ/tmbNGsLDw8nKymLmzJnEx8cjk8lQU1PD1dUVHx8fGjVqhK2tLdra2oSHh6s839nZmY8//lgle7FHjx4EBAQwatSoMp/jgiAILyovL48RI0aQm5tLRkYGbdu2Zd68eURHR6Ourk5oaCgFBQWMHTsWbW1t+vTpg5GREbdv30Ymk7F8+XImTpyIlZUV1atXJz09ncDAQJo1ayYF19y/fx8vLy+ePXuGjY0NjRs3Ji4uTnq+r68vp06dIjY2Fj8/PwoLC3n8+DFQshirr6/PpUuX6NOnD3Pnzq3kV0wQBKFkvmD69OkUFRXh7u7Ovn37qFu3LtnZ2VIAvfI5uHIFkLZt2wJQr149ldvp6emvHJgTHh5eqYE5FUW5wtru3bv59ttv2bdvH1DyfaH4/hFUtW3bloCAAG7duoWWlpbKY+3btyc5OVmlulF5unbtSkhICL169aJRo0Y0bNiw3KStzz//XOV5Li4uPH36FICdO3dSv359Zs+ezfnz5/n4449xc3Nj3bp1tG/fng8//JA//vjj9b8Ar+D27dtSkJKlpaXKY1999RXHjh0jPz+f1q1bA2BiYkL9+vWBkmqns2bNQk1NjaysLKytrSt28IIgCJVABOYIgiAIgiBUYYqMJ7lcTnR0tBSY86oTSh07dmTkyJEMGzYMb29vpkyZQn5+Pr169aJ169ZYWFjQoUMH9u3bR1ZWFkOGDEFNTY0nT57g4eGBtrY2GRkZJCUlAf+bOFNuPzJlyhRxQS0IwmtlYWFBbGwsABcvXqRp06ZcvXqV7OxsYmJiWLdunfS59KIZgvfu3ePmzZuoq6vz0UcfMXr0aHr37o2npyfBwcHI5XIOHz4sLXr+9NNPpKenM2zYMG7evCktCJw5c+adrhhWkfz9/fH391e5r3S7xdKl3UtnA5dXUaIqBR8JgvB22rVrFzdu3KBRo0akpKSQk5PD/v370dXVJTs7m9mzZ9O2bVsePnxIgwYNyv3+uXr1Ks2bN0dHR4fs7Gw8PDzQ0NCQMvA7d+7MunXr6N+/P0OHDuXTTz+V2pRMmjSJhw8fAiUta7Ozs7GxsWHbtm1S5r1MJmPZsmV07dpVBOa8oLCwMNq1a6cSDKCQkJDArVu3cHBw4P79+2zYsOG5LYAFQSifiYkJ9+7do379+tja2uLi4oKvry/x8fE8efIEQKWy4YtWAJHL5Xz77bcUFRXx6NEjDh06xIwZM7h+/To6Ojps2rSJa9euqZyjx8fHExUVhUwmY+fOnRgbG1fAK/DmKRKrlJO8lM+Hhw0bhqGhIZ6enhQUFHD16lUmTZpEnz59SEtLo3PnzkRFRans08bGhs6dOxMTE0NAQAA7duwgPj6e//u//6NDhw4VfYgVRl9fv8x1g3KVo/KqGykqDClvV15FlH9K2lKukgQlLc2U2xuXrqBdumqfYl8WFhbljulNUQQRDxgwgF9++YUuXboAkJaWhlwu5+TJk0RFRbF582ZA9T3esmVLPDw8pO/ggoKCNzrWl/GiFaQUgW7x8fEUFhbi5ORUQSMUBOFtJQJzBEEQBEEQqiBFIEz16tXx8fEhNDSU06dPc/bsWbp27SpNKPn6+pKamsp//vMfrl69yoYNG1i+fLnUBiQ/P5/27dszcuRIoOQieNKkSdSpUwcXFxf69OlDTk4OP/zwA+Hh4Xz88cesX78eOzs7atWqxZ49e6hTpw4jRozg+++/x8zMjMLCQtTU1AgJCZEuqpXbj4wfP77cCQtBEIRXZWpqStOmTenWrRvVqlVj48aNGBoaEh8fT79+/WjQoEG5rZr+zowZM8jKyqJ27drk5eUBJRNrWVlZ7Nq1i507d/LgwQPatGlDvXr1OHnyJF5eXujq6mJkZMSjR4+AkknSd7limCAIggARERF06dKFH3/8ETs7OzIzM4mPj8fS0pLi4mJ+/vlnbGxsaNq0KUZGRlhZWTFgwAA+++wzlVZTixYton79+rRu3ZqgoCBcXV2pU6cOycnJ1KhRg4KCAp48eUJBQQEmJibcuXOHkydPUqtWLQwMDMjLy+PatWskJyeTnp7Otm3bpIAdRUUJHR2dyniJ3kp/144sISFBSowwNTUVQTmC8IrMzMxo164dFhYWpKSk0K1bNywsLHB0dKS4uJh58+a98r4PHDjAggULiI6OpmHDhoSEhBAZGcnq1avJzs5WOUdPTEzkzp0770SrJkWb8uLiYm7cuIGpqSnp6en06NEDgO7du3Pq1Cmpmlp0dDRPnz7l5s2b9OjRA39/f9LS0vD396eoqIht27axcuVK/vzzTxYvXkxaWhq//fYbkZGRNG/eHG9vbz777DOcnZ1JTEys5KMXqhIXFxdGjBhB37590dXVlZJlDAwM0NXVxcHBQaqoU9rs2bPx8fHh8ePHqKurs27dOho3blyRw39t+vXrV9lDEAThLSECcwRBEARBEKqYzMxMxowZw6JFi9i5cydQkhnbpEkT5s+fT0JCgjSh9OzZM4YNG8Z//vMftm/fjqurKwBGRkZERUWhqamJh4cHf/75p7T/hw8foqWlxciRI6lXrx62traYmpqir69PYWEh5ubmzJo1i4ULF9K8eXPMzMwwNzfH29tbaoO1e/dulTGXbj/ytivdUkwQhMqjnOkXEBAAlLxHJ0+eTK1atcjNzWX+/Pm4ublhb29P3bp1KSwsZPv27YwYMQKAvXv3cvPmTQwNDTly5AiPHz8mNzcXc3Nz4uPjOXv2LGPHjqWgoIDz589z9epVsrKymDt3Ltu2bUMul3PkyBGePn3K/v37sbW1paioiPnz5/Pjjz+KimGCIAjvAUVAupqaGsXFxVIFhxo1atC4cWNGjhzJ7du3SU5Oxt/fnwEDBqhUeahWrZrUvuHp06cYGhqSm5tLfn4+t2/fxtbWlpCQEB49esTgwYMByM7OltqZ5ufnk5KSgqamJqmpqZibm1NcXIyJiYk0LuF/Sicq5OfnM3XqVFq3bi0lHPz22290796dNm3aqGy7atUq1q5dKyVGbNiwQcqc37RpEytWrEBDQ4NVq1bRoUMHbGxs6NSpE6dOneLLL78UC3SCoGTjxo3SbcWifbt27ejbt6/KdspBjMpBc8HBwdJtRSWSu3fvSsGI5ubmXL16lfDwcA4fPkxBQQE2NjZ8+umnKufois/Kd0VeXh6HDh3i6dOn1KhRgyVLlhAeHs769euJi4vDzs6O2rVrM3jwYGJjY7l+/TqOjo7o6enxxx9/8OzZMxYtWkSDBg1o3Lgx/v7+7N+/n+joaPT19WnXrh2ZmZnUqFGDzMxM1NXVqVatWmUftlDFKNoLa2pq4uvri4ODgxTIGhERUWZ75SpBxsbG7Nmzp8LG+k9KV8KFknOvcePG8dFHH7F06VLCwsIwMDDA39+fMWPGSM8NCwujoKCA3r174+3tTZ06dbh9+zb79u2jfv36ZdqfWlhYVNJRCoJQ2dT/eRNBEARBEAShIu3cuRNLS0s++OCDf9xWR0dHyqY9f/48NjY2QEnZ2OHDhyOTyTh16hTJyck0atSI+fPnU69ePa5fv063bt3466+/OHjwIP379yc4OJhWrVphYWHBokWL6NatG2lpafz6668cPnyYyMhIoqOjOXz4MLq6uoSFhUl9yf39/YmJieHy5cuMGjXqjb4+giC8mxISEqQJsBeRk5NDZGQkH330EaGhoURERBATE0Pr1q2Jjo7Gzc2N7du3AyWfq4rPJmNjY3766SeMjY0pKiqiadOm5OTk8Oeff3Ljxg3U1NSYNGkSjRs35vLlyxgYGFCtWjUsLS0xMzPjwIED2NraYmhoSGBgoFQxbPHixaJ1iCAIwjtqwIABnD9/nr59+5KcnIyuri6tWrUCSgJiZDIZR44c4cKFC9y4cYNnz54BJQtWw4YN448//lDZn7W1NX5+fvj4+KCmpiadf1+4cIGpU6fy+++/AyXB9vr6+qxevRpLS0vMzc1p0KABo0ePxtramho1aqClpVWxL8ZbQpGocOrUKZ48eULnzp3ZtWsXAIcOHWLAgAHP3fbPP//Ex8eHMWPGcOzYMWm7wsJCvv/+e06ePMnmzZulxce0tDSCgoL46aefWLNmTcUeqCC8p5SDEWvXrs3YsWORy+WcOnWKhQsXljlH19LSUmmb9bbr2LEjAF999RV2dnZs2LCBR48esX//ftq1a8e+ffuIjY2lbdu2zJo1C11dXUaOHMmNGzcYMGAAZmZmfPbZZ3Tv3p2HDx9KgU5WVlbk5uZia2vLiRMnUFdXp0aNGpw6dQojI6PKPGShinJycsLW1panT59Kc5JvI0Ul3OjoaHr27El+fj6enp74+PjQo0cPRowYwe7duykqKiI2NrbcNpgA6enp7Nixg6lTp7J7927i4uJISkpCLpezcuVKFi1aVMFHJghCVSICcwRBEARBEKoYLy8v7t69y969e6X7lCeRSk8oubm5MW3aNKytraXJqS1btuDi4oJcLsfW1lYqaaxMTU2NtLQ0oKQvecuWLctMZr0vkpOT6dmzJ927d8fPz0/lMUVrLzs7Oy5fvkxSUhJ9+/alsLCQgIAAld+TIAgVx8rKCgBLS0tu3rzJ+PHj6dGjB7t27SI5ORlzc3MePXpEWloaGRkZUpUCxaRz3bp1qVWrFtWqVcPMzIyVK1cSGxtLeno6ISEhxMfHk5mZCZRM9puammJhYcG2bduIiYlBQ0MDKKkYZm9vz8CBA/+2JYYgCILw9hoxYoQUkN65c2ccHR0ZOHCg9LiGhoZUSUBNTY2pU6cC0Lt3b2kb5VYO33zzDfXr1+fPP/8kICAAc3NzTE1NCQ4Oxt7eniVLlgAlFd+ysrLw9fXF1NQUgP/+97/k5+fTuXNnWrRoAaASMK9cdeJ9VjpRoVWrVhw/fpyHDx9Sq1Ytatas+dxtk5OTy91nSkoKjRo1QktLCwsLCx4/fgyUBP2amJhgbm5ORkZGhRyfIAj/o6enR0JCAg4ODjg4OBAZGVnmHN3U1JRHjx4xfPhwqSXt20xdXZ20tDTkcjknT57E29ubzMxMYmNjiYuLY+jQoeTl5VFUVMTq1avJzMxk6tSpJCUl0bRpUx49ekRoaCiZmZkYGxsTFxcHwJUrV9DW1sbW1pZVq1ZRs2ZNrK2tCQ0NxdjYuJKPWqiKDh8+zOnTp1WqY72N/Pz82LFjB2PGjCElJYWYmBi0tLSk6r0uLi4cOHCAkydPYm9v/9z9tGnTBnV1demc4Nq1a8jlcmQyGb6+vjx58qSCjkgQhKpItLISBEEQBEGoYtTU1FizZg2jR48mLS2N7t2707ZtWwICAhg1ahRbtmyRJpTWrl1Lr169GDduHIGBgdI+HBwcGDt27N8GjSxatIhBgwahra3NpEmTGDlyJB9//DEODg5ASRUcRen8d93zWn+lpqayf/9+YmJiSE9Px9vbm7179zJ8+HB8fHyk8s+C8L4rLi7Gz8+P69evo6Ojw4QJE9i4cSPFxcWkpaXh6+tLaGgo1atXJyIighMnTrBkyRIKCgrIzc2VMtgVSreJyMnJYdeuXXz99dekpqby+eefU6NGDebNm8e2bdvIycnB2dmZhQsX0qNHD5YvX05hYSHOzs5MmjSJQYMGSftWzq7V0dFh27ZtWFlZYW1tTX5+Pv7+/ujo6FBQUMC4ceMYMWIEtra2zJo1i06dOmFiYkKLFi3o0aOH1GbL39+/wl5rQRAEoeJpa2tz4MCBMvcrKqYolK4cuWXLFum2cvuGRo0alRtAo6amhpubm/R/a2trlYotAM7Ozu/NOfq/oUhU8PT0xN3dneLiYiwsLPj6669xcXH5x23Lq65hbGxMQkIC+fn5JCUloa+vD6ieWxQXF7/5gxOE95xyq1tFYLyXl1eZ7Uqfo5KgrtEAACAASURBVB8+fPhND61CGRgYoKuri4ODA3Xq1EFXV5e2bdty//595HI5Y8eO5dq1a+Tk5FCvXj0CAwNZuXIlv//+OxoaGkycOJH58+eTmJjIuHHjyMvLY9CgQVL74PT0dPbu3Yuuri4PHz6UqrkJwrtIUWUrOTmZ8ePH06tXLxo2bMjy5cuZMmUKurq66OnpsWzZsr9NZCx9TtCyZUscHR1Zvnw5UNIeSxCE95cIzBEEQRAEQahClCeYSi9Ux8TESLeVJ5QKCwtp27YtHTp0kO6zsrKSMp6U9w3/WxSwtbXlzJkzKtsoLhTfN4rAgYyMDBISEmjevDkAt27dIjY2lp49e6ps7+HhwbRp0965iT1BeFURERE0bNiQkJAQIiMjuXr1KsXFxezbt4+FCxfy888/c+zYMXx8fLhy5QpQ0ooqKiqKxYsXM3HiRKk6gKJNxOnTp0lKSmLy5MlEREQQEBBAcXExu3fvpkePHpw8eZJ169bRtGlTAgMDGT16NHFxcWRkZDB37ly8vb1JT09n6tSphISElBlz7dq1CQgIoGHDhgwaNIjAwEDMzc2ZOHEi9+7do7i4mHbt2uHi4kJBQQGGhoZ4enoik8lo0KABnp6eTJky5b393BQEQRBer1WrVrFnzx4OHjxY2UN5J5SXqDB8+HBG/j979x6X4/0/cPzVaVgUqcipHNt8bcmZTre7VERylmoqNKzN2mYONYtfzsuYr7OIOYXI2Sq5JQ1fIaHZkvguIlSOpbrv3x897uvbrWw2EfZ5Ph577Hbd13Xdn89119V1XZ/35/0eOpQbN2786brlJ0bMnTsXKMuMFBgYiJ2dHdra2ixZsuTVdOY1plAoiI+PJywsDCgrTRoSEsKGDRuquWWC8PYq/9xo7969wP9+F1u2bMnatWvp2bMncrkcJycnvvnmG3R1dTl58iQeHh6EhoZy/vx56ff2WcGiV69elV7fvn37pfdLEKrTihUr2LFjBw8ePGDYsGGkpaUxY8YMxo8fz5YtWxg+fDjDhw8nJCREKmf6PKysrGjYsCEymQwtLS08PT0JCAh4iT0RBOF1pvU6RfF36tRJderUqepuhiAIgiAIVSgrK4vMzEzkcjn5+fkkJCQwcODAv7Wvp7cXA6Jw9+5dBg0axMcff8zw4cOruzlvrPDwcGnQ3cvLizFjxhAfH8+ECRMYN26cFCRVXFyMnp4ekyZNolGjRsTHx1c6e1oQ/mnmzZvHxo0bqVevnpQFx9nZmZkzZxIZGUlxcTFjxowhNDQUOzs7dHR02L9/P/PmzePSpUvMnz+fkJAQQkJC+O677/j000/Ztm0bAHZ2dhw9epRvv/2WXr16MWfOHD755BNWrVrFhQsXMDMzA6Bhw4bMmTOHqVOnShkK8vLyGD16NNHR0dV2bIR/DqVSiba2qBguCMI/T/l7vpycHCIiIipkE/qrZDIZ8fHx6OpWnFc6Z84cfHx8aNy48R/uo6raIjybCMx5cU8fw7+7D4VCQWhoaNU1TBAEQdCwf/9+Lly4wMSJE6u7KYIgvEa0tLRSVCpVp+dZVzwxEgRBEAThpcrKyiIhIQEoC6zZsWNHhXWUSuVz7evp7RcvXizNEpLJZJSUlLxwe9X7e1MYGRlx+PBhEZTzguRyOeHh4Xh4ePDw4UNpuYmJCW5ubtjb29OzZ0/mzJnDqVOnuH79OhMmTKBnz56sWrWqGlsuCK8HS0tLPvroIxISEkhKSmLWrFkaKZwrK/GQmpoKlJWPuHz5Mr179yY5ORkXFxcuXrzIzZs36datGxcvXuSzzz7Dy8sLDw8PDA0NKSgo4Pz58zg7O1NYWMj7779Pw4YNOXLkCIcOHaJTp07MmTOHfv36YWBgwOjRo3FycmL06NFA2UBd7969kclkUqr21atXY2dnh52dHadPn35Vh06oRsnJyXTt2hW5XM6aNWuYMWMGMpkMuVxOVlYWACEhIdjY2EgBxuWvN8qXUAgMDMTV1RWVSsW4ceOQy+W4ubmRl5dXTb0TBEF4dcrf8zVs2JDg4ODnvsf7OyZPnvynQTnl2yK8XKmpqfTu3Ru5XM7du3el5RMmTMDBwQE7OzuuXbvGtWvXpEwfpqamHD16lIyMDJydnXFwcHihwJQ3kUqlws3NjQkTJlT4fYmMjGT16tUay0TgjSAIQvWJjo5m1qxZ+Pv7V3dTBEF4g4nAHEEQBEEQqtT169fp2bMntra2jB8/npUrV/Ljjz/i6OjIypUriYuLQyaTkZubi5WVFd7e3sybN4+1a9cik8no1KkTsbGxAPzyyy84ODggk8lYtGhRhe1tbW0pKirC09MTKCt/oi45JAZYhb9CXforJiaGmJgYZDKZ9GDYz8+PxMREDh8+zDfffEOnTp348ccfAfjiiy8YM2ZMdTZdEFAoFHh4eNC/f39sbW3ZuHEjjo6OuLm5kZ2drXFOVq/fv39/+vXrh42NDQ8ePKhw7gYoKirC3d0dV1dXhg8fTmRkJECF4IWsrCwWLlzIsmXL+Ne//oVcLufx48d/2m49PT1cXV3ZtWsXHTp0IDc3l65du7J06VKaNGmCTCYjOzub+Ph4Fi1aRJs2bSgqKmLo0KF069aNHj160LBhQ1JTUzl79ixt27alS5cu9OrVi+PHj7N3716SkpIwNzfnX//6F/Hx8Vy7do38/Hxmz55NUFAQCoWCmTNncvv2bXbv3k1iYiK7du1ixowZL+37El4f+/fvZ+7cuSQkJNC5c2eys7NRKBQsWbKE2bNnc+bMGTIzMzl27BiHDh3C0NDwmfuysbEhNjZWKuuWkJBAYGAgy5cvf4U9EgRBqB6zZs1i/vz51KtXj/fee49mzZoRGRmJh4cHBgYGNGrUiI4dOwJlpSS7d++Ovr4+vr6+AHTo0IG6detiYGBASkoKvr6+ZGRkYG9vz8yZMwkMDKRjx46sWbMGQHp/586ddOnSBblczv79+ysEXGZlZeHt7Q3Ahg0b6NatGzY2NlJwcPfu3QkMDKR9+/YcPHjw1R+4t0RhYSEHDhzg448/lu7lAWbPns2RI0f49ttvWbFiBc2aNUOhUPD9999jY2ODjY0NwcHBREREcOTIES5cuMDvv/9eLX141iSiZ4mJidEIQvo7bty4QZ06dVi0aBFpaWkawU27du1i/vz5GtfbQUFBbN26lY4dO0rHyd/fHycnJ+n+VBAEQXg5Bg0aRFJSEvXr16/upgiC8AYTgTmCIAiCIFQpY2Njpk+fTnFxMTt27EBPTw8LCwtKS0tRKBR0796d77//ngkTJvD7779TUlKCk5MT0dHR7Ny5k0OHDuHj44O9vT0ymYzhw4ejVCqJiorC0tKSXr16MWLECPr160dWVhY1atTg9u3bKJVK/P39+fXXX1m4cCG7d+9m/vz5qFQqevXqxdq1a4Gyh4MODg507dqVM2fOAGU1uTt27MjHH39cJVl3BEHQpJ4Nam9vT2lpqcZ76tmg5QdOhL9OpVKxa9cu+vTpw8mTJzl06BCNGzcmOzubuLg4kpKSuHfvHr/99pu0zZ49e+jTpw+HDh3C2Ni4wnoxMTH06NGDgwcPUq9ePQDS0tIqBC8A3Lp1i0uXLpGenk5CQgLu7u5ScJuvr6+UqSY0NBQnJycAaRBs4cKF1KpVC0tLSzZv3kzjxo1p1KgR586dw8/Pj/nz50vlEHR1dendu7eUdSc4OBhra2t+/vlnAgICuH37Njk5OTg6OnLhwgWpr+3atQOgUaNGFBQU8Ouvv9KjRw8AtLW1yczMJDU1lZ49ezJw4EDy8/Nf2nclvD7Gjx/P1q1b8fHx4cCBAygUCmQyGePGjePevXsaPydaWlrSf2rlS4OrB5zT09PZsmULMpmMmTNnvvCgnSAIwpugQYMGDB06lDNnzqBUKrG1teWjjz4iOzubvLw8fvjhB42Ai88++4wbN26wc+dOiouLMTAwID8/n5SUFBYsWACUBfAkJiayfv16Ro0aRXJyMhERERqfGx0dzdatW0lISKB3794aAZd+fn7SeqWlpfzwww8cPXqUjRs3Sll07ty5w7Rp09i3bx8rVqx4BUfqzaK+hm/WrFmF41P+2t3a2hoou7aLj4+X1pk3bx52dnaEhIRw/fp1oKwU81dffUVERATa2tpcunQJHx8fZDIZ6enpZGdnv6LeaforgTlKpfK5A3NUKpXG9UJ5X3/9NYcPH2bu3LkcP36chw8fUqNGDZYsWUJeXh4TJ05kyZIluLi44O3tzbVr1xgyZAhffPEF0dHRnDx5Eh0dHeLj42nZsuVf6q8gCMI/3dMTlu7fv18h82lJSQmenp7Y29vj6elJSUlJpROdBEEQnlfFIr2CIAiCIAgv4M6dO4wZM4ZatWpRs2ZN9PX1uX//PqdPnyY+Pp5x48ZhbW1N8+bN0dXVpVmzZjx48IBbt27RrVs3GjRoQH5+PhkZGbRq1YqoqCgSEhJQKpX07NkTc3NzIiIiOHbsGB06dADA1dWVtWvX0qhRI3bv3o1MJsPIyIg+ffrQtm1b2rVrx8aNG/Hy8mLChAlMmTKFjIwMvv32WzZu3CjN5MvLy5My7giCUHXUs0H37dtX3U15a5UPPDExMZFe//bbb8yaNYv8/HyysrKkQRH1+o0bNyY/P587d+4wbtw4jfWuXLnChx9+CJQNtEBZ0IE6eAHAzMwMACsrK3R0dF6oD08HPJSWlkqZa9q3b8+WLVvQ19fnnXfeIS0tTVpXW/t/803mzZvH6tWrady4Ma1bt37mvi0tLTl+/DhOTk4olUqaN29O586d2b59OwDFxcUv1BfhzVCvXj2WLl3K9evX8fLywtnZmcWLFwNlPwMXLlxgz549BAYGAmU/O4aGhty4cYNatWqRk5Mj7Uv9c6gu6/bll19K+xEEQXjb9e/fX8pG17x5c7S1taXJE+r7q6KiIo313333XbS0tNDT06N58+aYmppSq1YtmjdvjoWFBe+++y5Qdq3Rrl079PT0NP6eQ1m5wbCwMEpKSggODmb8+PGEhYURERHBp59+iqmpKQC5ubmYm5tLk0YKCgqAsrK16nVEUG5F6mv4GTNm/OEEFnUGotTUVCk4+s6dOygUCo4ePUpcXBwbN25EqVQyatQowsPDMTIyAsr+bi5cuBAzMzNKS0srfMcvU3JyMkFBQejr6/PLL79QWlqKTCZj27ZtfPLJJ9y8eZMaNWqwfft2DAwMsLKy4oMPPqBNmzYcPHiQ9PR0Bg8ejK+vL6NGjeL+/fu8//77LF26lNDQUK5evUp2djYbN26Urs/LUwex165dG21tbfbt28eQIUNYtmwZSqWS+fPns3TpUkpKStiwYQMeHh5oaWnRuHFjMjIyyMzMlIKiOnbsyM8///zKjp0gCMLbYs+ePcycOZOEhASaNWvGsmXLOHDgAMuXL6dVq1a0bduWzZs3ExYWRnR0NA0aNNDY7tChQ/Tv37+aeyEIwptCBOYIgiAIglClNm3axNixY/ntt984cOAAmZmZXL16FZlMRlFREU+ePAFg7NixzJo1iwkTJvDbb79x7do1OnXqxLhx4xg+fDhGRkYYGhpy4sQJKbtCbm4uJiYmmJubo6urS+3atQEYPHgw8+bNIycnh44dO6KtrU3nzp1JSkpCV1cXlUpFTk4Oubm57N27l40bN6KtrS099NPW1qZ27drUrl270gdmgiC8GPVsUCcnJ4qLi6USSVOnTq2w7pMnTxg4cCAPHz7ExMSErVu3VkOL3zzlBzHKv/7999/x8PDA19cXLy8vacbu04EqmzZtqrBe8+bNSUtLo0+fPpw7d47OnTtjaWlZIXghOztbIzjmechkMim451lOnjzJ1KlTKS4uxsnJie+++45vv/0WW1tbunbtWuk2AwYMoH///rRv317K8lOZyZMnM3LkSMLCwujRowezZs2Ssjrp6Oggl8v55ptv/lKfhDfPihUr2LFjB3l5eSiVSnbv3s2OHTto06YNxcXF6Ojo8Pvvv2NjY0NhYSG6uro8fvwYOzs73NzcuHfvHnK5nF9//ZVPP/2U5ORkZs6cyfXr11m9ejV169YlLy8PMzMzevXqVek5TxCgbMZufHy8NEgrCG8aIyMjnJ2d8fDwYMCAAcjlcoyNjfnll18oKChg165djBo1Slq//HVDaWkpKSkp5OTk4OnpKWX3e9a1TXnm5uasXr2a5ORkFixYwIIFC6SAy1GjRrFs2TKgLAAnKytLum5RlyZ8VhY0oaxEtbW1NXl5eWzdupWvv/6azp07k5GRgYmJCS1btqSwsJBJkyaRkpKCqakpjx8/pnv37igUCvbs2YO1tTXdu3fn/PnzFBUVERsbS1FREZ9//jkACxcuZObMmfj7+1NUVISenh7R0dHSff7Lps6wJJPJuHLlCt98842UpTEyMpJ3332X1atXExUVxZgxY/j9999JTk5GX1+fzMxMQkJCaNWqFV9++SVTpkyhe/fuTJo0SQqQadOmjZS5949cv35dCgxTl3orKChg+PDh1K5dm9zcXAApmAmQrtUPHz4MIGUDFgRBEJ5f+QlLZ8+eZceOHfz000+UlJTQvXt3Ll++LE0K7dSpEykpKTRo0KDCRCdBEITnJQJzBEEQBEGoUnK5HG9vb1q3bk2bNm3Izs6mRo0aNGjQgE2bNuHq6srgwYPR0tKiRYsWTJs2DR8fHwwNDYmNjZVKqgDMnz+fzp07k5KSgomJCZs3byYkJIS9e/fi7+/PmTNnaN26Nebm5lLJicmTJ6OlpYWbmxuxsbGcOXMGQ0NDvvnmGxo3bszSpUs5c+YMly9fZsyYMUBZKuqHDx+Sl5cnPfQSBKHqqAcaV61aRc2aNdHS0qJnz54EBQVVWPfatWsYGxuzd+9eMUBSBbS1tQkPDycmJuYP15PL5Xz00Uca63l4eDBkyBBcXFyoXbs2enp6WFlZ0bBhQ2QyGVpaWvTq1YuTJ0++0ADK00E6FhYWREZGApCUlKSx7vTp05k+fbrGsvLr+Pv74+/vr/F+aGio9Fq9X4CffvpJYz0/Pz+NshfC2+/zzz/n888/58mTJ2hra6Orq4u3tzdWVlbk5eUxa9YslEol2tra2NnZsXPnToyNjVEqlezbt48mTZowZcoUDhw4QGxsLA8fPmTevHnIZDJUKhURERHo6uri6+srzmdClZozZw4+Pj40btz4udZXl6N58OABkyZNAsDNza3CellZWYSEhEgD02oymQyFQvHC7RbeXidOnGDp0qUsX74cCwsLoKz8pLW1NfXq1eP9999/ZnDN/fv3yc3NpW7dupiYmNCoUaPn/tzQ0FCOHz/OgwcPCA8PlwIuy/+sA+jo6BAYGIidnR3a2tosWbLkhfr7T2BsbMyxY8cIDQ3l8uXLHD58mHnz5tGtWzdq1qzJp59+ysGDB4mNjUUulzNhwgSKiopYvnw5T5484fPPP+fixYvIZDJq1KiBQqHg4sWLLFq0qEJZrAMHDlRLH5/OsKRWWlrKxIkTSUtL4969ewwYMAAoy+6jr69fYT/p6enSc4gHDx7QpUsX4H9lLv+MmZkZ165dw9XVldTUVCIjI1m5ciXz58+ndu3a6Ovr069fP/Ly8jS269q1K8uWLcPR0RFzc3OaNWv2dw+FIAjCa6H8teinn37K4sWLiYmJwd7eHiMjIxQKBc2aNaNFixbPtT/1Pp6l/LVJ3bp1K2Q+3blzJykpKbi5uXHq1ClatWpVYTtxnycIwl8hAnMEQRAEQahS1tbWjBkzRnogGhISQkZGBnFxcTg5OeHp6YmpqSknT55k27ZtTJgwgVOnTtGsWTMWLFhAYGAgvXr1Ijk5GUtLSxo3boyZmRlPnjxh2LBhZGVlYWpqytmzZ/H19WXbtm2UlJSgp6dHZmYmp0+fZvny5fj5+bFixQpq1KiBtrY2wcHBjBw5ki5dumBvb4+9vb3U5kmTJmFvb0+HDh1o2LBhNR49QXi7XblyhS+//JJHjx5x6dIlbt26VWGdVq1a8cEHH+Dl5UXHjh354osvqqGlb5bygS2+vr7ScnVAysSJEyvd5un1y5eHUtuxYwe6urqMGzdOevgVHBxMcHAwUPbg7OLFixUGcQXhTfJ0KbfWrVvTo0cPQDOrgzpwWFtbm/T0dLZs2aIxozIoKEhjgG/o0KGEhobi5eWFt7c3vXv3rpb+CW+GtLQ0+vXrx927d/npp58YM2YM2dnZNG7cmB9//JGkpCQWLlyIUqnk7t27NG3alDVr1lCzZk327t0LlA0yX7p0iVq1arFhwwZSU1NZsGABjx8/5smTJyQmJlZzL4W31ZQpU5gyZUqF5QqFAl1dXU6cOMGaNWsAzZJR6tc3btx45r7LB4Wpg3HVgbZBQUFEREQQHByMra0tSUlJUjYWtQ0bNhATE0O/fv0YOXKkxnvlg3tF8JmmO3fuMH78eFJTUyktLcXPz49Nmzbh7+9PvXr1KCgowNTUFG1tbVq1asW9e/dQKpXcv38fmUxGTk4OBgYGWFhYcO7cORo0aECDBg3417/+Vd1dkzxd0lL9LODs2bM8fPiQxMREVq1aRXZ2NqB5TaCnp0dpaSlQFrDj7e0tBeKUlJSQlpb23Bkl586dy4gRI7h//z4DBw7ExcWFGzdu0Lt3b0aPHi2VylKXrSp/7V8+6FwQBOFtog6oiYmJoV27dlJgjq2t7XMF5iiVyj8MynmagYEBp0+fRi6XA2WTOAYMGIC3tzf29vaYmZkxadIkjh079vc6JAiCgAjMEQRBEAThJVDPQC9PPYir5uHhAcCiRYtQKBTcunULLS0thgwZwunTp2nfvj25ublYWVmxbds2AOzs7ABo3bq1dCP0yy+/cPv2bVxdXalZsyYdO3akffv2QNmA8XvvvYdKpcLU1JTc3FxWrVpVob3u7u64u7tX7UEQhFfoeUpgPGsW/Ku0bNkyJk2ahEwmw9bWttKZRUVFRQQFBaGtrY2zszNeXl5SDW+haqlUKo1B3NGjR7Nu3TpUKpUUqPDZZ5+hUqno168fRUVF9OvXj5KSEoqKiti+fbvG/jZs2MC///1vdHR0WLp0KYWFhWzfvp358+dz+/ZtAgIC2LFjBzNmzCAhIQFtbW3WrFmDhYVFpcsE4VV5upSblZUVx48fp2/fvlLGHC0tLe7cuUP9+vVRKpVYWlpWmFFZUlKiUUJlx44dLFiwgCdPnmBjYyMCc4RnOn/+PImJiVhbW9OgQQM6d+4MgKGhIY0aNSI6OpqpU6dSVFREYGAgW7duJTY2Fh8fH8LCwrCzs6OwsJCBAwcSFhaGXC6nW7duGBsbU1xcTJs2bYiLi2P06NHY2tpSUlLC6NGjK5x7y1u5ciVr1qz507KDgvBH1DPdnzx5wrp166p8/w0bNpTuMysLMFYrP6gnPJ9Nmzbh7OyMqakply9f5smTJ7i6umJgYMDFixfp3r07p0+fBsoyB6hUKpo2bUqLFi1QKBRERkZSVFTE+++/j5eXF+Hh4djY2LB+/fpq7tn/PJ1hac2aNQwePJgFCxaQkZGBq6srTZs2rTQ7mYuLC+PHj2fIkCFMnTqVgIAACgoK0NbWrvSZQ2UsLCyke7P9+/drvFc+eF4E3wiC8LYqKipiyJAhPHnyhLp16+Lq6iq9Z2try6ZNmzh48CDp6ekMHDiQyMhIdu7ciZOTE2FhYfj7+3Pz5k1MTEzYsGEDGzdu5MCBAzx48ICZM2cSGBhIUlISMpmM7t27Ex8fz9ixYxk1ahT37t3jwIED3Lp1i4sXL5KUlFRpBt2oqCiNfz9rYpQgCMLzEIE5giAIgiC8FmJjY0lOTsbPz4969epx4cIFTExMyMrKori4mOzsbAwNDYGKKUONjY25evUqpaWlGrXVra2t2b59O/r6+hQXF6Onp/fK+yUIwv+4ubkRGBhI27Zteeeddypd5+rVq4waNYqSkhJatGiBqanpK27lP8fevXtp1qwZy5Yt48CBA5w9exaVSsWuXbuYNWsWJ0+e5M6dOwQEBDB27Fju3btHYWEhXl5e/Pzzz6xcuZLhw4cDZSn/f/jhB44dO0Z2djaBgYHs3buXKVOmoFKpiI6OZvDgwaSlpZGdnY1CoSA9PZ3Zs2cTGBhYYdnTJQ6EvycrK4vMzExp1p9QuadLuRkYGHDjxg3s7e2pXbs2+/fvZ/bs2fTr148aNWowduxYhg4dymeffaYxozIzM1NjgG/37t38+9//5tGjR3h7e1dnF4XX3IkTJ3Bzc2PDhg3Mnz+fo0ePEhERQYMGDZgxYwZGRkZSgOPkyZPZu3cvbdq0AaB+/fpMnz6dKVOmEBkZyerVq9HT08Pd3Z3ExERat24tBe6uXr1aGuCt7HysznhSUlJCREQEx44d4+TJkxw/frxajovw5gsKCqq0dGl+fj4JCQkMHDjwmduqM+DIZDLi4+NZv349xcXFbN26lfv371O7dm2+++47FixYoBF4npqayvjx4yktLSUwMBB7e3uNQb3yJa6EZ5PL5QwfPpxHjx5hYmLCzZs3mTdvHmlpabz33nvUqFGjwjatWrVCX19fypjTpUsX6taty549e4iMjKRBgwasXbuWgICAauhRRU9PKBo2bJj0+ulyqk8vGzx4MIMHD5b+vXPnTo11y5dSFQRBECoXExNDjx49mDx5MuPGjavwfrNmzXB1dSUkJIRWrVrx+PFjbG1tcXJyYvHixbi7u+Pp6cmyZcukiUN169atEEwDSNlMe/XqxahRo5g7dy6JiYnk5+eLQHRBEF4ZEZgjCIIgCMJroUmTJpSUlPDjjz8SHh7OhQsX0NHRITAwEDs7O7S1tVmyZEml2+rq6uLn50ePHj1wcHCQlk+fPh13d3eUSiVGRkZER0e/qu68cc6ePUtKSgqjRo2Sls2ZMwcfH59KZwgKr5/U1FR69+5NUVERmzdvZsSIERQXF2NiYsLWrVsByM7Opn///ty8eZPNmzdzi0Ru0QAAIABJREFU8uRJbt++zSeffMLZs2eJiIj4S6l+n1f52aDlZ0CB5gwj9TpHjx6t8jYIFT1diqeoqAhnZ2cAGjVqhImJifQ6Ly8PHR0dKSNZ06ZNycjIkPaVm5uLubk5enp6WFhYUFBQAJRlOjt69Ch79uwhKiqKffv2oVAopAdfZmZmpKenV1j2T6bO0FIV+8nKyiIhIUEE5vwJa2vrCpkWnj5mNjY2JCcnayyr7Hz5dMbA8oN8wuvpdcgo179/f2bPno2Pjw/NmzfHzMyMs2fPMmnSJH755Rd8fHxo2rSpxkC4OlDd1NQUlUpFixYtMDIyQqlU8tlnn9G6dWt8fX2feT75o3Pv7du3MTc3R1dXVyrNIghVKT8/nx07dvxhYA6UZYU8f/48/fv3JyMjg5o1a3L58mX8/PywtbUlLCyMxMREJk+eLG0zfPhwDAwMUKlUzJkzRzoPf/jhh3+YVUfQZG1tzaVLl55r3bi4OOl1ZSXBxN9CQRAEoTJXrlzhww8/BJCeNTyv9PR0UlJSWLFiBYWFhXh6emJoaPjMa9d27dqhp6cnXRvr6Oigr6+Pvr6+VLJYEAThZROBOYIgCIIgVLvyaUDV1IMjI0eOZOTIkRrvlZ+ppn7wN3bsWMaOHauxXpcuXTh06FDVN/gt1L59e42bYKVSqfGAW3j9FRYWEhcXR1RUFGvWrGHv3r3UqlWLkJAQEhISaN26NTk5OcTFxZGSksLcuXP5/vvvGTRoEJ988glRUVF4enpWdzeEV+jnn3+mV69eODs7M2nSJObNm8eXX36JlZUV//d//4dKpaJ58+YAfPHFF7z//vskJiYya9Ys/vvf/2JsbCxlOSsoKCA2NhZ7e3s6d+6MoaEhvr6+lJSUsHz5cpycnNDX18fS0hJnZ2cpoKG4uJiLFy9WWPa2UygUhIeHSwFR3333HV9++SX169enT58+NGvWjJCQEADCwsJwcnJCJpPRqVMnkpKS8Pf3JyAggIyMDMaPH09RURG9evUiJCQEX19fateuza+//oqxsTHHjh3j559/xtnZmXbt2uHm5kZMTAyXL1+WyjAJwt9RVUFkAtSpU4fevXszfvx4XF1duX37NmlpaXTr1g2AQYMGMXPmzEq3VQfoWFpacu7cOc6dO8fRo0eZPXs2ly9fpnXr1pVuV9n5ODs7G+CZ2SgF4XklJycTFBSEvr4+w4YNY+vWrRoB4ytXriQuLg6ZTMa2bdvYtWuXVOpq0aJFdOjQQdqXUqlk165dfPvttxgZGbFo0SLWr1/Pf/7zH9LT0zE3Nyc2NpaHDx+SlZVFvXr1SE5OJiMjA0dHR27dugWAs7MzQ4YMqZbjIQiCIAhCRc2bNyctLY0+ffpw7tw5qZxreXp6epSWllZ4bWlpiaOjI4MGDQLKrmU3btz4zPuT8tnXoez64tGjR+Tn53P79u2q7JYgCMIziScogiAIgiAIAgqFgpCQEKysrPD29mbevHn4+vqSkZHBzp076dKlC3K5nP3791d3U4VnsLa2BsqCrC5fvsyoUaNwcHBg+/btXL9+HYAPPvgAXV1d2rdvT0ZGBrVq1cLU1JRr165x4sQJunfvXp1dEJ5TSUkJnp6e2Nvb4+npSVBQEOfPnyc2Nlb6ORg5ciS3bt1CJpMxZcoUOnfuTEREBFBWMkUmk5Gens7evXv5+OOPOX/+PD/88ANXrlzhhx9+4KuvviIoKIhp06ZJn2tnZ0eHDh0IDw/np59+IiUlhdmzZ/Puu+8ybdo0vv32W548ecK6desIDAwEysqXNWvWjKFDhwJgZWVFw4YNkclk9OzZk7Vr11a67J+gsLCQAwcO8PHHHxMbG8utW7eIiorC39+f0NBQYmNjiY2N1fgOBgwYwLFjx4iMjOTJkycEBwcTERHBkSNHuHDhAr///jtQlt0lNjaWgIAAfHx8OHToECNGjJBSem/btk3MXn8DKRSKPyyNMXr0aGxtbaXgiqpQVFSEu7s7rq6uDB8+nMjISHr27MngwYOJjIwkPj6ebt260a1bN+Lj44Gy8jNq6sBrmUzGV199Rbdu3Vi5cmWVtC05OZmuXbsil8tZs2YNcrmcwYMH07FjR+l3YcaMGchkMuRyuVQe1dHREXt7ewYNGiQ92Ieyh/kjRozgyJEjVdK+vyI9PZ3ExET69u2Ll5cXbdq0obCwkBo1ahAbG4uenh6GhoZSSapWrVpJ51V3d3ecnJzQ0tJiwoQJnDx5EhMTE5YuXYqRkVGFwHW1Pzr3ls9GuWPHjpd/AJ5TZGQkSqWyupshPIf9+/czd+5cEhISCAgIYO/evSQmJvL+++9Ly3r16oVCoUBLS4vdu3eTmJjIrl27mDFjhsa+6tSpA8CxY8dYsmQJd+/excLCAn9/f0xNTXn8+DE///wzNWvWZPbs2Tx48IAuXbowatQo8vLyMDU1RUtLi/fee686DoUgCIIgCM/g4eHBsWPHcHFxIScnp9L7GBcXF8aPH8/y5cuRyWTMmjWLGTNmEBAQwM6dO3F0dEQul3P69Om/9Nlff/019vb2TJs2jQYNGlRVlwRBEP6QyJgjCIIgCIIgSH7//XeSk5PR19eXSgxFR0ezdetWLCwsUKlU1dvAfyCFQkF8fLw0GPcsqamp0v+bN29OcXExmzZtIjg4WPrezp8/T2lpKampqbRs2RKAESNG8OWXX9KlS5cKM4iE19POnTtp27YtmzdvJiwsjNatW3Ps2DFu3LiBmZkZ9+/f5+bNm5iamgIVa6lPmzaN3bt38/jxY9q3by89xOrQoQNGRkZkZmZK9d23bt1KaGgoCoWCNm3acOPGDQYPHszUqVMZMWKENCDfvn17bt68Sc2aNWnSpAn16tUDoGPHjtSvX5/evXtL7Q8ODiY4OFijT5Ute9uVD6ZbtWoVVlZW6OjoAGWz+QwMDACkZeptdHR0MDc359atW1y6dAkfHx+grCyI+kFmZem7mzZtyt27d7lz5w75+fk0adLkpfZPePUuXbqkkVWwKsTExNCjRw8mT54snRdu3bpFfHw8Ojo62NraEhsbC5SVKnRycnrmvgYMGMDcuXOxs7PD19eXd95554Xaph74l8lkXLlyhcWLFxMfH8/mzZuJjo5GLpeTnZ2NQqEgPT2d2bNns3z58kozyhUXF+Pr60tAQIBGWdRX5fPPP5fKoGVlZZGWllahtFb57zYyMhIoC9BRUwdtKZVKEhIS0NbWxs3NDQsLCxo3biztr3wJycrOver1KstGWd0iIyPx9vb+00xNIptT9Rs/fjxhYWFEREQwZswYli9fTnZ2Njdv3qR169YamZwyMzNJTU2lZ8+ez9zfnTt3yMrK4tNPP2X16tVkZmayceNGCgsLKSgooHv37hQWFnLv3j0KCwvR19cnPz+fRo0aoaenh5GREZ999hnDhg177X6uhWd7nvugrKwsMjMzn1m209fXl5CQEI3zpSAIgvB6qFGjBjt27EBXV5dx48Yhl8ula1P1te/gwYMZPHiwtE35IPqnr5e7du2q8W/1PsqXWVS/7tOnD+7u7mRnZxMQEFBlfRIEQfgj4i5VEARBEAThNaTOYFMZ9UzhrKwsjcGVqmBpaYm+vr7GspCQEMLCwqQMOn/WvudVfka98OL09PRwdXVl6dKleHt7s3v3bvr27UtWVpa0jqmpKR4eHnz22Wd8/fXXADg6OpKUlCTKWL1BLl++LJV46NSpE7/88gvJyclcvnwZLy8vdu3apTHjq127dtSoUUMapExNTcXd3Z1hw4Zx//59SktLMTQ0lAbglUol9+7d4969exrZJMoPcoaEhBATE8Px48eBsnPH5s2bUSgUpKSkSCmoAwICcHR0fOEB+LdR+WA6R0dHjeP7rO8gNTWV0tJSrl69iqmp6TOPu3pf5VN9Q1lmjbFjx9KvX79X0UXhKU9neHk6m0tWVlalWV/8/f3p3LkzQ4YMYd26daxYsaJC1peQkBDOnTtH3759UalU0oNtNzc38vLy/nabr1y5wocffggglbysLIjMwMBAI4gMqBDM+3Rg2YsaP348W7duxcfHh9zcXNq2bYu2tjaNGzcmPz+f9PR0FAoFMpmMcePGce/ePR4+fFhpRrnExET09PQqlFZ9Ez148AAHBwe6du1K+/btady4cXU3qQKlUsno0aNxcHCgd+/eUiY3GxsbKXPP0xnfTp48ydmzZ3F0dOTHH38kIyMDZ2dnHBwcpEF7X19fAgMDcXV1rc7uCUC9evVYunQpc+fOxcXFhTZt2nDkyBEGDRqESqXS+PvUvHlzOnfujEKhQKFQEBcXV+n+3nnnHZYtWwaAhYUFR44cYeTIkdSqVQsnJydsbW1Zv349Dg4O6Ojo4ObmRsOGDQEwMTEhLi5OBOW8hbKyskhISKjuZgiCIAh/k5ubGzY2Njx69OiVZnHevn07Dg4O9O/f/x83SUgQhOojMuYIgiAIgiC8JhQKBQsXLkSlUpGZmUnLli1xdHSkZs2afPXVV3z//feoVCpGjx7NqlWruHPnDjdu3KjSNlQ2u9jc3JzVq1eTnJzMggULpAfiwquTmppK7969KSoqYvv27YSGhnL27FkMDAzYuHEjJ06cYNy4cbi5uRETE8P27dsrTeNbfpZQee3atcPKyuol90KoKi1atCAlJQU3NzdOnTqFpaUlx44do0mTJtjY2ODh4SFltoCKtdStra3Zvn07+vr6+Pj40KFDB3Jycvjvf/9Ljx49sLCwwNnZGZVKpVFOwsHBAUdHRyIjI3nnnXfYuHEjgwcP5vvvv2fmzJn4+/tTVFSEnp4e0dHRAKxevVrMUH4GdTBdYWEh4eHhXLhwQXpv2rRplX4H27Zt4/PPP8fPz4933nnnmcddrV27dkyZMoVhw4YRFRXFkCFD+OKLL8R5vJqUz/CSlpbGiRMnNLK5TJkyhby8PI2sL927d0dHR0dK796kSRMCAgL46KOPNLK+hIWFoVAo2Lt3L3v27KFZs2YsW7aMAwcOsHz5cqZMmfK32ty8eXPS0tLo06cP586do3PnzpUGkQHSILtKpaKoqIhLly5p7Cs1NZUuXbpIgWUvSj3wf/36dUaNGkX9+vWl91QqFZaWljg7O7N48WKgrFTV7t27adOmTYWMco6OjjRr1ozFixfz6aefvnDbXoSFhUWF2b9/hYGBAUePHq3CFlW9Xbt2YWpqyurVq1EqlfTu3Zvdu3dTp04devXqhZeXF6CZ8S0xMZH27dsTHx+Prq4uw4YNIyIigqZNm+Lp6alRyu/f//53dXZPAFasWMGOHTt48OABy5cvZ9GiRZw6dQpDQ0Nat25Nw4YNuXv3LoMHD2blypW4ublhb2+Pjo4Ocrmcb775BigL0GrevDna2tqMGDGCOnXqcOPGDU6ePCn9batVqxZxcXFoaWmxdu1aVq1aVaE9z7oGFl5/aWlp9OvXj7t377J582ZGjhxJcXExH374IUuXLmXlypUcO3aMn3/+mUOHDhESEsLhw4elLAwAixcvJiUlhV69evHtt99Wc48EQRCE8n766adq+dzhw4czfPjwavlsQRD+uURgjiAIgiAIwmtEpVKxa9cuRo8ezblz57CwsODo0aOMHTuWpk2bEh8fT2BgIP/5z38YNmwYBQUFnDhxgu3btzN//nxu375NQECA9BCyKoSGhnL8+HEePHhAeHi4xntz585l9+7d1KhRg8jISJo1a4aVlRVWVlakpqaybt062rdvz+rVq1m3bh0AixYtkrJ93Lhxg6CgILZs2UJJSQnOzs5v7YzHylKxZ2VlERoaKpWkeJbCwkLi4uKIiopiyZIlPHz4kMTERDZs2MDy5csZMWIEwcHBuLm5sW3bNubOnftcbbp79y6DBg3i448/fpGuCa/YgAED8Pb2xt7eHjMzMyZNmsSBAwf44IMPsLCwIDc3lx49ejxz++nTp+Pu7o5SqcTIyIigoCB27drF1atX0dXV5YMPPsDFxUVjm/IDWuUzdR08eFB6feDAAY1t/uzn+p+uffv2GueD8gPxLi4uFb4DgHnz5qGr+7/b+FatWv3hcTc0NCQxMVHjfRcXF4yNjV+0+W+0ys7H+fn5JCQkMHDgwGdu9+mnn0pBHn9H+dIuH3zwgZTNBcDMzAxAI+tLRkYGmZmZWFtb4+HhQUBAACdPnkQul1coC1Neeno6W7Zs4aeffqKkpOSFZp56eHgwZMgQXFxcqF27tlQuTa2yIDJfX19sbW0rZC15OrDsRZUf+B82bBhpaWka71tZWdGwYUNkMhlaWlp4enrSp08fZs6cqREgoDZjxgzGjx/Pli1bxEP6l+zXX3+V/k5pa2tLmdwAbt++TW5uLlAWXKinp1dp4PhfKeUnvHrly7MBjBw5ssI65Qfi/Pz88PPz03j/6fIT6nJtT/snlsP8p9mzZw8zZ87kzJkzxMXFoauri7e3N7/99hsBAQG0aNGCsLAwzpw5Q2ZmJseOHdPI2iaTyVi0aBFdu3YVgTmCIAiCIAhCtRGBOYIgCIIgCK+Rdu3aAWBsbIyJiQmRkZHMmzeP+/fvk56ezo0bN8jIyODrr79mx44dPHnyhK5duzJlyhRUKhXR0dEatZefl0wmq1C+QT24+6wgj5ycHP7zn/9w7NgxkpKSmD17NsuWLSMnJ4cTJ06QkpLCunXraNKkCbt37yYxMZG8vDz8/f2JiYkBygYiHz58yP3790lOTsbJyekvt/11oH7w+3RmkqpibW0NlA3kBwcHExQUBJSVMTpy5AhNmzbl7t273Llzh/z8fJo0afJc+zUyMuLw4cMvpc3Cy6Onp0dUVJTGMnXgG6AxcF5ZLfUuXbpw6NAhje3FTPK33y+//MLo0aOZNWtWdTfltZSfn8+OHTv+MDBn8eLFzJkzBx8fn79VHqh8hhcvL68K2Vyys7M1/o6oVCqaN2/O4cOH8fPzw9bWltzcXFxcXJg0aVKFrC9qlpaWfPTRR3z55ZfSvv8udcYBXV1dqTxW+QHwyoLIxowZw5gxYyrs6+nAshf19MC/WvlrmsoG7CvLKKcOjFu6dGmVtU94NktLS44fP07fvn1RKpUamdyKi4vR09MDKl5Xqcsf6erqYmlpycKFCzEzM6O0tBQtLS2WLVtWaRCPIAhvLvX9sbpM4eDBg8nPzycrK0sqR6hWPuiv/PlDvY9atWq9olb/sc8//5zw8PAKJSCf5uvrS2hoKBYWFpW+r1Kp6Nu3L2lpaQQHBz/3ZAtbW1sp8E0QhDdfZGQkH3300WtzDZSVlUVISAgbNmz4w4kNoaGh2NraajwHVCgUNGvWjBYtWryq5gqCILxSr8eZWhAEQRAEQQCoMCA3ceJE1q5dS0xMDA8ePODq1au0bduWoKAg1qxZI82Wt7Oz49ixY+zZs4f+/fu/krZmZWXx4YcfAmUBIhkZGUBZBoeaNWtKD08zMzNJTU2lZ8+eDBw4kPz8fI39DBw4kF27dhEVFVVtM9THjRvH+fPnAVi4cCFRUVG4u7vTs2dPxo8fD5RlBnFwcKBTp06sX78eKHuQ4Ofnh4uLC7dv35b2V1JSgqenJ/b29nh6elJSUqLxedOmTcPOzo4FCxY8V/tSU1Ol//v4+JCSkgLAqVOnaNmyJQDu7u6MHTuWfv36vcCREAThVZDJZBrZWp6HQqF4oaCG9957j6SkJOzt7f/2Pt5UlZ2T1SUC5XI5d+/eZeXKlcTFxSGTycjNzWXo0KE4ODjg7OwslWqytbVl8uTJeHl5MWXKFDp37kxERARKpfK52rFixQrs7e3p27cvY8eOlbK59OzZk7Vr11a6TdeuXSkqKsLKyoqFCxeyadMmli9fzu7du+nbty9ZWVkVtnF3dycrKwu5XI5cLq+QVemvcnNzw8bGhkePHr1Q9h3h9aVSqaRSQuqSZH9kzZo1L/R57u7u3LhxQ/p9UGdy69mz5x9eC7q5ueHh4UF0dLRUyk8ul9OnTx8ePXr0Qm36J1AoFISEhFR3MwThLyl/f3z79m08PDxQKBTY2NigUqmkgD34X9Cf2suePPF3KJVKFi5c+KdBOc/jxo0b1KlThxkzZlTJ/gRBeP08z31GZGTkc9+PvGp/NduoQqEgMzPzJbVGEASh+omMOYIgCIIgCK+pa9euYWpqip+fHwUFBaSkpGBubs6pU6dwcHDg5s2b1KxZE1NTU2mQ0NDQEH19/VfSPgsLCylgpHyASGWz/Tt37sz27duBijP3Bw0ahJeXF8XFxa90Vsy4ceP45JNPpDIJU6dO5cGDB5w5c4Z27doxb948VqxYQUlJCT///DOzZs0iMTGRadOmMXHiRNavX8/du3cZMmQIISEh9O3bl4YNG/LgwQMGDhxI27Zt2bx5M2FhYURHR9OgQQOg7AHqyZMnOXr0KJs2bSI2NvZP26qnp4erqyuFhYVER0dLgT116tRh06ZNAAwZMoQvvviCZcuWvdTjJgiC8KaJiIjg+PHjNG7cmMzMTHJzczl9+jStWrWioKCAlStX0rJlS4qLi7G0tGTAgAHExsbSp08fBg0aRFRUFBs3bgTKZq8/fvyYmjVrYm5uzsSJE+nYsSOnTp2qtGRjeZVleHk6m4s6c0v5rC+VlYWrrCyMeva7lpbWC5Xcelr5cjN/l8jK9XpTD+7u27fvudZfs2YN/v7+f7qeUqmsdPa2trY2ERERGsv+KJOb+vXTv0OihKIg/LNoa2sTHh4uZV+Fsmw4U6ZMYdiwYURFRWFubo6NjY2U8a06FBUVMWTIEJ48eULdunVxdXVl3bp11K9fnz59+rB+/XqppObvv/9OVlYWFhYWrF69mitXruDp6SndV/6Rr7/+msOHD7N9+3aWL1+uUapTfT60tbXlo48+okaNGvTq1YupU6dy//59PvroI43S04IgvD4UCgULFixApVJx/fp1UlJSpDLoK1euZODAgTx8+BATExO++uorzp49i6OjI6NHj5bKfFaV5ORkgoKC0NfXx9vbm8zMTI1zjEwmw9/fHyMjI65cucKuXbs0tldn6Dpx4gTjxo3D0tKSS5cuSRkst2zZwpw5c7CwsGDp0qVERkayc+dOnJycCA8Pr9K+CIIgvA5EYI4gCIIgCMJrovwgnKurKyUlJRw/fpycnByaNm2KXC7HzMwMe3t7jhw5grOzMw8ePEBLS4s2bdpw7dq1VzoLtmHDhrRs2ZIePXrwzjvvaJTSKc/ExESaha2jo4NcLuebb76R3jcwMKBmzZqvvIyVl5cXW7ZsISwsjEuXLpGWlsbChQvZv38/+/btIygoiKysLIyNjXFxceH+/fs4OTnx22+/ce/ePeLj42nZsiWWlpZ89913uLq6olAouHTpEp06dZKyUnTq1ImUlBQpMOfq1atSpqGOHTv+aWBOZWXGlixZUum6Li4uGBsbv+CREQRBeLvcvn2bRYsW4e7ujlwuZ926dTRt2pQjR46Qnp5OeHg427Ztw9nZmZCQEGQyGRMnTuTs2bPk5eVVWt6qcePGXL9+nQ8//JAmTZowbdq0Sks2CsKbQD246+TkRHFxMUVFRbi7uzN16lQePnzIyJEjyc3NpUWLFgwYMIC0tDRkMhnBwcFoaWlJ159hYWE4OTkhk8no0qUL169f5/79+0RGRlKvXj0+//xzfHx86NixYzX3+J9LnS2sqKiIzZs3M2LECIqLizExMWHr1q1cuXKlwiD+6tWr/zTwUBBehvL3Qb6+vgBSSd/yEhMTpdczZ87UeK98wN6rChKNiYmhR48eTJ48mXHjxgFw69Yt4uPj0dHRkbKvAvzrX/9i9erVODs7k5+fz/z58wkPD6dr165YWVn94eeosy86OTlVyNCqplAoCAgIwNfXV8og9HTpaRGYIwivnydPnnDw4EFsbW01ll+7dg1jY2P27t2LSqVCS0uL9u3bEx8fX6UlY9X279/P3LlzkclkHD58uNJsNnl5ecTHx7N582aio6MrzeL9f//3f+zevZt69ephbm4uLS9/Dnz06BG+vr4VylsJgiC8TURgjiAIgiAIwmuosmAMtWeVP6lfvz69e/d+ia36n/LtmzJlisZ76hn7FhYW0oNQPz8//Pz8Kl0PyjLCDB069OU1uBI2NjaEhoaSlZWFmZkZv/32G5s3b+bjjz/mwoULjBkzhqSkJIKDg7GwsCAgIICdO3cSERHBypUrAahTpw6PHz/mypUrhIeHM336dDw9PWnatCkpKSm4ublx6tQpWrVqJX2uubk5aWlpAJw5c6ZK+vLLL78wevRoZs2aVSX7EwRBeJsYGxszadIkFixYwNmzZ3FycuLWrVsApKWl0bJlS86dO4eWlhZNmzbl3Xff5eHDh1hbWzNs2DBycnKkwSw1LS0tOnbsyKVLlzRKNgpvl2dlfHnbqK8tV61aRc2aNdHS0qJnz54EBQWxcuVKnJ2dCQgIkI7HBx98IA1w29raSkHGrq6u0kDKgAED6N69Oxs2bCA6Ohp/f39SU1NZuHBhtfRRKFNYWEhcXBxRUVGsWbOGvXv3UqtWLUJCQkhISODq1asag/i3b99m9+7dIvBQEP6CK1euSBMx1EEvVlZWlZabateuHQCNGjWioKCAzMxMrK2t0dXVlfbxvJ7OXKulpcXQoUMJDQ3Fy8sLb29vevfuXaH0tCAIr5+ng2DV9yKtWrXigw8+wMvLi44dO/LFF1+81HaMHz+esLAwIiIiGD16tEZ71Oectm3boq2tTePGjaUS92pFRUV4e3tz7949mjRpAkDr1q2l958+BwqCILzt3v6nC4IgCIIgCNUkJyenwoy9l8XNzQ1HR0feeeedV/J5VSkgIABTU1PMzMxe6edqaWnRpUsXJk6cyPDhw+nSpYs0W7x27dps27aN+Ph4hg0bRkZGBqWlpfTv35/du3dTp04daT/qcl1paWmUlpZy4cIFXFxcuHDhAvb29qSlpTFo0CBpfTMzMzp27IidnZ1GcNIMGMl/AAAgAElEQVSLeO+990hKSpKy9AiCIAj/U1BQQJ06dVAqlRgaGtKuXTvu37+Pq6srS5cuJSAgAF1dXXJzc3Fzc+PevXtkZGRw8eJFjhw5wqNHj8jJyamwX3XAhrpko0KhQKFQEBcX96q7KFQhhUKBu7s7/fr1o3PnzgBkZWVJ2Rq6d+9OYGAg7du35+DBg9XY0qp35coV+vTpg4ODA+np6dy6dYtff/2VHj16AFQapKSlpYWBgQEGBgYag87qrDgeHh7s2bOHo0ePvpTrFIVC8acZI8tfkz898xx4ZjD828ja2hooCxa4fPkyo0aNwsHBge3bt3P9+nWGDh3KuXPn8PLy4uDBgxqBhwMHDhSD+ILwHNT3hgDnzp0DKj9/QuVloFNTUyktLZX28bwMDQ25ceMGgLStnp4eCxYsYO3atUybNq3SzxQE4fWjPmcUFhYC//udLioqIigoiI0bN3Lw4EFu3ryJnp4epaWlL6Ud9erVY+nSpcydO5c5c+ZUOMfA851TDAwMuH79Oo8ePdII3nl625fZF0EQhNeByJgjCIIgCILwkjRs2JDg4GCNZS9r5vW+ffuqfJ+vijr7THXw8vJCJpOxefNmdHV1pUGjfv36MWXKFE6fPo2fnx+zZ8+mRYsWnD59mtDQUGlQp3379tja2tK9e3e8vLwwNTWlXr16vPvuu0RFRWl8VvksQ8/KeiQIgiBUvV69evHjjz/SqFEjjIyMsLe357///S+//fYbtWvXpn79+kyePJnp06fToUMHCgoKSEpKYv/+/UydOpX69etjYmJCUlISvr6+bNy4kaSkJEpKSqSsIX9UslF48zyrfADAnTt3mDZtGsXFxQQGBuLq6loNLXw5li1bxqRJk5DJZNja2qJSqbC0tOT48eO0a9dOuo4tP4iiVCq5d+8egMZAivp6t3bt2hgYGLBo0aIqz+ynUCiIiIjQKInwtJycHCIiIggODpa+z5iYGOzt7TEyMqrS9rwJUlNTpf83/3/27j0g5/N//Pizk0RyLDkmUhjKMqdOd0U1kZBzSLXIx5xtDi3NymHTxlib840ch+WcSt2lDBtKDnOOKeeEWOf790e/+/3tVjYzNHY9/nH3Pl7XO933+35fr+v1MjWlsLCQjRs3MmvWLGlA7Ouvv6agoAAbGxv27dvHBx98wLZt2wAoLCyszOYLwlvB09OTAQMG4Orqir6+PpmZmS+879SpUxk6dCj169eXSiG/qPbt25OVlUXPnj2pW7cuALt27WLp0qU8ffoUb2/vv3U84dVQKBTExcWJZwDCS3F3d8fW1pbOnTsDpaXR/fz8KCoqonnz5hgZGeHu7o6npyf+/v5qk8JehWXLlrFjxw5yc3P59NNPkcvlau8xzyoqKsLf35+zZ88yePBgKQvOZ599ho2NDY8ePSI/P5+0tDTu3LnDsmXL6N69O1u3bmXgwIHUqFGDwMBAfHx8pGBCQRCEd4nGvykqumPHjspff/21spshCIIgCILwlxQKBeHh4RQVFZGfn8+mTZsYOnQohYWFGBoasnXrVn7//XeCgoKIjIykS5cudOjQAT09Pb7++uvKbr7w/509e5aIiAgGDRrEJ598wtq1azE3N//bxykqKkJbW5vi4mJsbGxITk5+LfW9BUEQ/ikfHx+CgoLUSuwJ6mQymRRwI/z3KBQKYmJimDt3Lra2tiQnJ3P16lU+//xz5HI5NjY2pKSkAODo6EhCQkIlt/ify8jIICgoCG9vb6ZOnUqbNm24d+8eq1evxtDQkBEjRnDv3j1atGjB6tWrmTJlCpcvX2bKlCk8ffqU2bNno1QqmTNnDq6urshkMuLi4qR7ob179xIUFPTKSniqqAJzcnJypHvycePGceLECUJDQ6WSqjKZjKCgIDIyMoDSMhAeHh6EhobSqlUrfvvtN06cOPFK2/ZvpFAoWLhwIUVFReTl5bF27Vr69u1Lw4YNqVmzJj169EBPT09tEH/SpEmsWbOGNWvWiMBDQfgbVN8PAwMDGTFiBF27dq3sJgmV5M8Cc/4rJTOF/44tW7Zw9epVpk+fTmBgIJ07dyYuLo5Vq1ZhZ2dHTEwM3bt3x9jYmN27d+Pu7k5ERASjR4/Gw8ODBw8eSAHigiAIbwsNDY3jSqWy44tsK0YLBEEQBEEQXlJeXh6xsbFs2bKF1atXs2fPHvT09AgKCiI+Pl6tbvK9e/eYNWuWVFP5TUlNTeX48eP4+flJyzIyMggJCZEGK/6rDh06pBaM8/PPP7/0sa5cuYK/vz9PnjzBz89PBOUIgiD8f6rPGlUZoD8zf/58hg8fTqNGjaRlISEhahnHhJeTkZHBlStXcHJyquymvBWeVz4A3s0SIM2aNSMyMhKgwgxA27dvV/s5PDxc7WdXV1e1n58NbNPQ0GDo0KGvoKXlXb58mQsXLtC+fXs6dOjA0qVL6datG3K5nOTkZFq1asXEiRPR19cHSktAREdHs3PnTgIDA5k5c+afZtx5l1T0XlpRQNKgQYPUfh41ahSjRo16nU0ThHeOu7s7ubm5mJmZiaAcgbS0ND788EPy8/NZuHAhU6ZMoW7duvTs2ZOmTZtKJRlDQ0Pp3r07MpmMrl27EhcXx5gxYxg+fDguLi5A6bOHsLAw3Nzc8PPz4/Hjx7Ru3ZqIiIjK7KIgAKVlUdu3bw+UZphW2bt3L1evXsXJyYng4GDCw8PR0NBAV1eX+Ph4xo0bx65du7h37x5Tp06trOYLgiC8diIcVxAEQRCEf2T+/Pl/KzXzn0lNTWXVqlUArF69+rnbKRQK6cHF82RkZEiDgB9//PErad+zOnToAJR+2bx8+TJ+fn44ODiwbds2srKy1LY1MjJ640E5qraVDcoR/o+dnR0///zzS2XIeZa5uTlJSUkcP36csWPHvoLWCYJQmV7kc6YiGRkZlV4m4PDhw3Tu3BknJydWr15NUFAQNjY2ODk5kZOTA8CSJUuwtbXl888/B+DSpUu4uLjg4OAgzeb18fFh4sSJ2NjYEBYWxrhx47C2tpY+nxUKBQ0aNFDb52WU/YyePn26WlBOZXkXs+VkZGQQHx//QtuWlJS85ta8PVTlAxITEyu7KW+t7du3M3fuXHx9fV/L8QsKCvD19WX06NFAaaCOSkWBU7q6uri5udGiRQvmzp2Lvr7+K7kXFARBKOvAgQOkpKSwdu3aym6K8C+Ql5fH/v37GT16NDExMdy5c4ctW7bg6+tLSEgIMTExxMTEqJXuGThwIMnJyaxdu5YqVaqgUChYv349FhYW9O/fn/nz5zNjxgwSEhKoUaPGP5poJAiviqmpqRTQfurUKWl5nz59aNasGUePHsXKyoqaNWsCYG1tzdKlS7G3t6egoID8/HyqVq1aKW0XBEF4E0RgjiAIgiAI/8irHEQrG0TyZ4E5f9eSJUte2bHKSktLk/41NTXF3NycxMRE+vfvX24g4FWlJ1YoFHh6etKnTx9sbW3ZsGEDzs7OuLu7k5mZiaOjI7a2tlJwSNnB5eDgYOzs7N7aUlq3bt0iLCys3PKQkBDi4uIqoUWCIAivxz9J3b1v3z4WLFhAfHw8HTp04MqVK6SkpHDw4EHpAahMJiM5OZl9+/YBMGvWLFatWkViYiJnzpzhxo0bADg4OJCSksK6devw8/Nj48aNfPrppwAsXLiQLl26lNsHSgfK+/Tpg5ubGwcOHABgzpw5yGQynJycpHIyQUFBnDhxQgoa8vHx4dKlS2RnZ+Po6EjPnj1JTU0FSgfYAwMDcXJywt3dnQcPHrz0NXrXPHttfvrpJ/r06UPv3r2xsbEhNzeX5cuXs379epydnYHyv4+MjAwcHR3x8vL6z2fUk8lkUrDZ559/TnJyMuHh4dJ1SU5OlrZ9F4O4XrX+/fuTnJxM3bp1X8vxzczMSEtLw8rKiujoaJo3b87NmzdRKpVq70vPqlGjBjdu3ODJkydcvHjxtbRNEARBEEB9UldcXByWlpZoaWkBpVnlDAwMMDAwkJYBtG3bFl1dXelZUn5+Pv7+/ixbtoxq1apx7tw5pk+fjkwm4+DBg+UmhwlCZfD09CQlJQVXV1du3bolTeTU0tJi3Lhx2NnZMXToUAIDA/H29sbGxobi4mJq1qxJ48aNad269XOPrVAoCAkJeUM9EQRBeD1Ejn1BEARBEMpRKBTI5XLOnTtH9erV6dGjB2fPnuWzzz7jvffeo6CggNmzZ9OrVy/Cw8Np1KgR7du3JyYmhocPH6KlpcWHH37Ipk2buH//PmfOnOGnn35i3rx56OvrM3XqVO7cuUNRURH+/v5SmQqAuLg4mjZtSnp6OjKZjCVLltCuXbsK2zlw4EBu376Nrq4u27Ztw8DAgODgYBISEqQHH1A6wJmcnMylS5cYO3Ys+fn59OjRg6CgIGbOnEliYiJVqlRhw4YNNGzY8IWvk46ODm5ubuTl5bF27Vr69u3Lr7/+Ss2aNdXKWL1qSqWSnTt3MnfuXI4dO8bBgwcJCAggMzOT2NhYtLW18fb2VhtkuHnzJseOHePQoUNs3LiRmJiY19a+18XY2JhZs2apLROz+gVBeF3KppzftGkTQ4cOpbCwEENDQ7Zu3crvv/+Or68vderU4erVq+zcuVPat7CwkJEjRzJ69GgcHBzeaLvHjh1LaGgoq1atom3btnTr1g1QL7/Ttm1bAPT09AA4f/48w4cPByAnJ0d6gKrarkGDBty/f5+pU6fy8OFDnJycyMzMJCcnB5lMxpkzZ+jduzf6+vps2LCBI0eOcPLkSTw8PNi0aRO1atWipKSE/Px8mjdvTseOHQkJCeHKlStoaGhw8OBBRo0axbFjxxg8eDC1a9fG398fMzMzevTowePHj/Hz88Pf35/vv/+e/fv388MPPzBjxow3dl3/zfbs2UPTpk2la6MKZtq9ezdhYWHSfULz5s0JDQ0lPT2dzMxMFAoF586dY968ecyYMYM7d+4QFxenNigkCP92ly9fpn79+gwaNIg//viDRo0akZWVxZw5c2jQoEGF++jo6BAYGIiHhwfm5uY0bdr0tbTt75Ty+ydkMpkIEhOEd5BcLmfEiBFoamoSFRWFvb09derUqexmCS+h7KQuZ2dnzpw5I60rKSnh0aNHABQXF0vLy967A4wfP56JEyfSvHlzACwsLPD29sba2hqAoqKi19oHQXgRurq67NixA21tbWnigOo53siRIxk5ciSANFHD0dFR+vuoaCKeIAjCu0YE5giCIAiCUKFLly6xYMECZDIZJ0+e5NGjRxw+fBh9fX3Onj1Lamoqn332GXp6eowdO5bk5GQMDQ3ZuHEjAQEB5OXlkZSUhIuLC9nZ2Wzfvp2tW7fSrFkzlErln6Z0DggIYN26dX/5gFkul1OtWjVWrlzJli1b6NWr158Gn6gyAjRp0oQhQ4Zw48YNUlJSOHToEJqamhWmu/8zVlZWauU7Tpw4UW6byMhIQH129T+lGiht2LAhhoaG0uuLFy8yd+5ccnJyyMjIUJsxde3aNanOs7W19VsRmJOfn8+AAQMoKCigVq1auLm5ERcXR2RkJF26dKFDhw7o6elhYGBQ2U0VBOEdlJeXR2xsLFu2bGH16tXs2bMHPT09goKCiI+Pp2XLljx48IC4uDg2bdrE9u3b6dOnD4WFhfj4+BAQEIC9vT2BgYGcP38ePT09Bg8ezKlTp1iwYAE9e/ZkxYoV6OjoMGrUKP744w+6du3KvHnzePz4MSNGjCAtLY21a9diZWVVYTCqpaUllpaWatstXryY06dP06JFC5YsWYJMJqNZs2Z8+eWXFBYWoq+vX+5Bv4WFBYsWLaJBgwYUFxejoaHB999/z7Fjx5g8eTKnTp1i6tSpVK1alVq1ajF69Gj+97//AaUDCImJibRq1Yq2bdvSr18/srKyKCgoIDg4mMaNGxMZGUlhYSG///47Ghoa2NjYsG7dOkaMGMH169el9tSvX58VK1ZgY2NDhw4d+OSTTxg+fDi9evXCy8uLzZs3c+DAAYqKiujatesb/z/xb3Xu3Dm1a5Ofn4+LiwsAjRo1IicnR8qWpNpeoVBIQdGq4IWys7cF4W1Rv359ioqKqFWrFgcPHsTb2xsNDQ1sbW1xdnZGJpORmppKZGSkFKy/bds2vv/+ewICAhgzZkxld0EQBKFCcrkcb29vKTCnbdu2fxmYo3qm8ey9nvDmZWRkEBQUhL+/v9qkrvDwcLXAnODgYFxcXFAqlcyZM6fCY/3+++9s2rSJ8+fPs2DBAqZPn87MmTMJCAjg4cOHaGpqsmLFCkxNTd9U9wThudzd3cnNzcXMzEztO9vhw4eZNGkS1atXx9vbm6ysLLy8vKRJLvXr18fNzU1tMoyWlha+vr5cv34dExMTmjRpAsDKlSul58qLFy/m/fffr5S+CoIg/F0iMEcQBEEQhArp6ekxYsQICgoKWLBgAevWraNPnz40bNiQQ4cOcfHiRRYvXkxubi5Tpkyhb9++7N69m+LiYnbt2kWzZs2A0hlBDx48ICgoiNDQUIqKipg1a5bag6K/GxADpQOB06ZNIz09nUePHtG3b9+/DD6pKCPAJ598wsiRI6lbty5hYWFUr179Ja/Ym1P22pV9fePGDTw9PfHx8WHYsGFq19XExESq83zy5Mk319h/ICoqim7dujF9+nQCAwPV1t27d49Zs2bRuHHj15rKVqFQEBcXpxaAlZGRQUhIyAuX+ig70/GfepGZ1wqFQqT4FYRXoGzK+djYWPz8/MjMzOT27du0bNmSli1b0qZNGzQ1NWnUqBGXLl0CICkpCVdXV2QyGbt37y6XyeT27dsEBATQu3dvmjRpwoQJE5g0aRIuLi5SFrBbt25x9OhRjh8/LgXcPBuM+tFHH5Xbrn79+uzatQtDQ0MUCgUtWrSgadOmDBs2jPfff59t27ZhaWlZrq9hYWH4+vqSn5+Pjo4O27dvl9bl5eXRvn17bG1tOXTokHRNWrRowe+//05ubi42Nja0bt2aq1ev4unpiZ+fH1OmTMHIyIiMjAzy8/Nxc3PjxIkTpKSkUFhYSLdu3Thy5IhaO2rXrg1A9erVSUtL49GjR1y+fBk9PT2aNGnCiBEjmDJlClCalUgoZWFhoXZtYmNjSUxMlNYrlUp0dHSkWdgWFha4uLhIpT4LCwvJzMx8ZWU3BeFNkclkUoCZyv79+8tllng2UN7LywsvL6/nHrfs/nK5nHbt2kkZCf5KQUEBAwYMID8/n1q1anHjxg0mTZqEhoYGDRs2pE6dOjx69AgdHR1MTU3Zt28f69at44cffuDo0aNkZWUxZswY9uzZg1KpxMnJiXnz5vHxxx9z6tQpqlevjoODA1paWhw/fhwdHR3OnDmDnZ2dGJgShLdISUkJAQEBXLx4kWrVqvH48WPpPUomk/Hll1+SmpqKs7Mzvr6+REdHc+7cOby8vPDx8cHPz4/Hjx/TunVrIiIiCAkJ4dq1a2RmZrJhwwZpAo9Q+Sr6rFJ9LgG4urri6uqqtr7sJDXVa1VWnbJ++umnV9ZOQXhVVKWMn6UquSyTybh69SpLlixRm+Qyfvz4cpNhatasiZaWFnFxccydO5eCggLu3bvHrl27SEpK4sGDB/j6+hIVFfWGeykIgvByxFMXQRAEQRAqVFxczPXr15k9ezZz585FQ0NDmnE9d+5cjI2NmTp1qto+T548ITg4mKFDh7J3715puVKpxMTEhJUrVxIQEMDXX39NzZo1uXnzJoAUMFLWX83wSk1N5cmTJyQlJfG///1POsefBZ9YWFiwadMmFAoFx48f54MPPsDJyYn169djZGTEnj17Xvj6yGQytWCNfwNNTU3Cw8Px9PTkyZMnausaNGiAtbU1dnZ2rzR7z+t09epVKdDKyspKbZ2RkRGNGzeujGb9bXK5XJTcEoS3UNmU86amppibm5OYmEj//v0rnI2sWubs7EzTpk1ZsmSJlMlEJpMRFhZGdnY2o0ePZuvWrfj7+wNw4cIFqdyUKjDCzMyMqlWrStlOVMGo9vb2LF26VMqI9ux2165do3fv3iQlJREdHY2pqSkTJ06katWqKJVKBg4cSO3atWnRogXwfw/6zczM2L9/P/Hx8Rw4cAB9fX3kcjmNGjWiQ4cOKBQKzM3NOX36NC4uLqSlpaGvr09RURGampro6upy+PBhmjdvjq6uLr6+vhQWFuLq6kpOTg5aWloYGxtz+vRpHB0dWbNmDdWrV8fExIRTp07h5OREQUGBdC0bNGjAsmXL+O2331AqleTl5XH//n0yMjJwcnLCycmJ/fv3v65f/VvHw8ND7dr88ccf5bZp27YtKSkpDBo0CEtLS4yNjZHJZNLvQxDeJVFRUWRnZ6stUyqVLzwZoOz+Pj4+LxyUo9q3U6dOREdHk52dTa1atcjKyuLevXu4u7vz2WefsWjRIi5fvszmzZtp1KgRa9euJSYmhjp16rB3714yMzPJysriwYMHtGnThoCAAMaNG4enpyedOnXC2NiYxMREVq9eTd26dalSpQo7d+58bqYFQRD+fXbu3ImRkRGJiYlqz05UOnXqhJWVFQcPHmTkyJG4ubmxYcMGpk2bxvz585kxYwYJCQnUqFGDn3/+GQBzc3NiYmJEUM4rplQqpZI87u7uZGZm4ujoiK2tLWPHjgVKs/16eHjg5ubG4MGDy03i2bNnD/b29nTr1o3o6OhK6IUgVL6xY8eydetWhg8fzt27d9UmueTk5PDkyRP8/PxwcHBg27ZtZGVlceXKFWnCjOp+7MqVK6SlpeHo6Ei/fv3IycmpzG4JgiD8LSJjjiAIgiAIz2Vvb8/9+/epUqUKurq6GBoacvr0abKzs1m0aFG57WvUqIGRkREGBgbk5uaqrQsJCeHIkSPk5uYSHh6OtbU1X331Fb/88gva2uVvSZo0aUL//v0JCwujVatW5da/9957HDlyBDc3N5o0aUKjRo3Ugk9eNCNA//79efr0KQA//vjjy16qN6bsbKuyWVNU2VGmTZtW4T7Avy6Q6K+YmpqSnp5Oz549OXXqFB988IG07nXN6i8qKmL48OFkZmbSqFEj/Pz8pHXBwcEkJCRIDwWg9AHbl19+SVFREcHBwTg5OdGvXz+ePHmCoaEhU6dOlWY6+vv7Sxmb/o6yM69r166Nk5MTzs7OL5TeVxCEl1c25fzatWvp27cvv/76KzVr1qRly5Z/uu+cOXMYO3Ys1apVU8tkkp+fT58+fZg9ezbz589n9uzZWFhYcOTIEbp3705JSQmamprlAn7KBqOuWLGCzMxMoHxgkImJCWfPngXg1KlTANSrV4927dpx4MABtLS0KCws/FvlDVQBSpcvX8bQ0JD4+HiuXr1KXl4eLi4uDB8+HH9/f5ycnHjw4AEAurq6VKtWTZotKZPJmDVrFvv37ychIQGAjRs3EhYWRmJiIvHx8fj4+DBnzhzMzMzQ0dFBoVBw9OhRxo4dy5o1a2jSpImU4UVQp6GhUe7aeHh4AOr3CklJSdLrWbNmMWvWLLV9ys7eFoTK8GwGiSlTphAUFASU3sd2794dmUxG165diYuLY8yYMfj5+TFy5EgyMjLQ1NRk7dq1apklnjx5ImWR+Oijj0hLSyM0NFQtC2FQUBAJCQno6uoil8vL7W9ra4tMJlO7R1y/fj3Jycl88803lJSUkJ2dzYEDB9QGkPT19TEyMpIyrp0/f56oqChq166Njo4OmpqaVKlShbZt26JUKtHV1eXx48cMHjyY1q1bU1JSQrVq1Xj69CnTp0+nsLCQ6tWr06VLF/Ly8igoKODMmTMUFRXRr1+/yvq1CYLwEioKzIYXyyZ87tw5pk+fjoaGBrm5uXTq1AngbwURCi9uz549ahkwV65cSWxsLNra2nh7e3Px4kVOnDjx3Gy/JSUlLFy4kPj4eEpKSvjwww9xc3OrpN4IQuWpXbs2ERERZGVl4efnR926daV1SqWSAwcOYG5uzsaNG5k1axZKpRJTU1Pp+6NqAqapqSkffPAB27ZtA0QmVUEQ3i4iMEcQBEEQhArp6OgQHx/P1q1buXz5MmfOnGHx4sXY2tqyfft21q1bh6enJwsXLiQoKAgfHx9WrlwJlAaJqGbht2zZEjMzMxYsWFDuHCkpKeWWqYJINm7c+Ny2VZQKWKWi4BNVhhhVRoCynpdiVah8np6eDBgwAFdXV/T19aWB6Nfpp59+ok2bNmzatInQ0FDu378PwM2bNzl27BiHDh1i48aNxMTEVPiAzczMjHr16knlBzQ0NLCysiIuLq7CALQXERYWxsWLF2nZsqU0K7KkpIQaNWpgbm5O9+7dycnJ4dGjR5w/f54xY8awefNmTp48yf379wkMDGT16tVUrVqVPXv2/K0BeUH4r6roc+bEiRPltlMFMpTdXrUsIiICpVLJ+PHjcXJykrbr27cvo0ePxsvLizNnzjB9+nRGjhxJaGgo3bp1Y+7cueXOY2FhwaVLl9SCUSvSoEEDrKyssLOzo02bNtLA7+TJk3F2dkZDQ4M2bdrw3XffvfC1UAUo3bp1CxsbG/Lz81m3bh0eHh5kZWWxf/9+nJ2dkcvl2NraSoPdZYMYVfcEZTO2Pbus7Mxi1Tpra2uOHz/OkydPcHFxeeE2C/8tGRkZXLlyBScnJ27dusWqVavKBR0JbwdVBomVK1dSUlKCvb29VJrWzc2N7t27AzBw4EBCQkLo0aMHI0aM4MaNGyQmJkr3Xm5ubgQFBWFmZkZISAjm5uasWbNGrTSIysmTJ7ly5QopKSnSgPiz+0P5e8Tt27dTv359AHbv3k1YWBgHDx7E1NSUtLQ0evbsyZMnT7h06RK2trZERkbSoEEDPv30U0xNTRk8eDBQOhBVXFwsZf0sLi6mZs2a+Pj4kJWVRUFBAWfPnmX27Nns2bOHpUuXEh4eTtWqVdHV1aVDhw4kJyejUCjEwJQgvEVUgdm9evWipKQEpVJJfn4+5wQtfewAACAASURBVM+fl7ZRlaHU1tYuV5LS29tbCsQpKioiPT1dlKR8TVQZMA8cOEBRURGtW7fGy8uLnJwcMjIyyMrK+tNsv/fu3ePcuXPSZ9idO3ekzytB+C9ZtmwZO3bsIDc3l0GDBpXLnt65c2fCwsLUJsN07tyZ77//HmdnZ0xMTGjatCmGhoa4u7tjb2+PlpYWTk5OfPbZZ5XUK0EQhL9HBOYIgiAIglChspkCwsPDOXPmjLTO1dWV+/fvM378+HLlrAThVdHV1WXHjh1oa2tLqaNVA21lB3dVAyavwuXLl3n//fcB6NixI8ePHwfg2rVr0oM2a2trYmJiKnzA1qJFC9q1a8ewYcOwtrZm8uTJ/7hNN2/exMDAgJ07d+Lp6cmFCxdo2LAhCQkJHDt2DDs7O0aPHs2GDRvYvn075ubmJCcns3PnTubOncuxY8c4ePAgAQEBnDx5UuqfIAivX0WZTFRUM/ygfJCo6j2uWbNmUsBKRWUIK9ouJCQEbW1ttmzZwpUrVwDo2bMnPXv2fKk+WFlZERoaikKhIC4uTgqAraj8Y0WBN/9ESkoKwcHBPH78mODg4H98PKFyqDJBva7jZGRkEB8fj5OTE8bGxiIo5y2RmprK8ePH1bITPptBIj8/n/HjxyOXy9HS0pK2a9u2rRR4qKOjw8iRI/H29ubhw4f89NNP5c5Vq1YtVq1ahZmZmbRMNSh64cIFjh49Cvx5Kd2K7hHr169P27ZtAaQyDIMHD8bLywtXV1dq1arFpUuXWLhwIRERERgYGDBv3jx69OghHdfNzY1169aho6MDQF5eHqtWreLMmTNUq1YNR0dH+vfvz9KlS0lNTWXr1q24uLjg5OTEqFGj0NbWJi8vD0dHRzEwJQiv2LP3PhUpGxC6evVqfH19X+jYHh4e7N69G3t7e/T19fHx8cHW1lYtk4q7uzuenp74+/vj6urK2LFjGTBgADNnziQgIICHDx+iqanJihUr/nFfheezsLBQy4C5YMECbGxs8PHxYdiwYVJWj+dl+/2n2SsF4V0xceJEJk6cWG552UkuFU2GebY0HMCoUaMYNWrUq26iIAjCaycCcwRBEARBKKeiTAGqDACqQbehQ4cydOjQCtdBxbPjBeHvcnd3Jzc3FzMzM7p27fraz9e8eXOOHz+Ou7s7v/76K2ZmZpw+fRoTExNpNo8qfW5FD9gKCgqYNGkSmpqauLi4MGzYMLWZji/D2NiYixcvAvDw4UMMDQ0xNzfH3NwchUKBiYkJpqamFBcXc+nSJa5du4ahoSEADRs2VHutKjMjCMK7a9asWfz8889oaWmxdevWV3bcP8tW97o4ODiQmJj4Rs8pvByFQkF4eDhFRUXk5+ezcOFCpkyZQt26denZsyfvvfcen376KYWFhfj7+zNq1ChkMhkdO3YkOTkZX19fAgICWLNmDWvXriU3N5e5c+fi4uKCj48P+vr6XLhwAblczrBhwygsLKR9+/ZERESwfPlyUlJS+Pnnn1m1ahVBQUFERkYSGRnJ0qVL0dLSIiIiAktLS7p27Yq1tTXJycnMnz9flJKoRFZWVuWyCjybQaKkpITCwkIePXokZYoA9QCa4uJihgwZwogRI2jYsCFHjx5VyyyhVCpp2bIl3bt3JzU1lZs3bwKQnp5O+/btsbCw4PHjx9LxlEql2v4qFd0jPtsWVTmq3bt3/2X/IyIiAFi4cCELFy4E4IsvvgBg/Pjx5bb/9NNPKSoqQltbmwULFtC0aVN++OGHvzyPIAivV9mA0L8TmKOpqcmqVavUln300UdqPz87iO3l5SW9fjYI8VVOVhHUeXh4qGXAdHBwIDw8nKioKGmbZ7P9qoItgX+cvVIQBEEQhHeHyG8oCIIgCIIg/CtMmzaN06dPExMTI5VAMTY2ZsKECZw/f54uXboQFxcHlA4Qz5o1i44dO7JixQq8vb2xtLSUsk7MmzcPBwcHOnfuLAXSyGQyZsyYwQcffFDuIahK3759OXPmDPb29qSnp0s1rxs0aIC1tTV2dnZSsFnZB2yOjo5MnDiRa9eu4eDgQNeuXTE0NMTIyEia6bh9+/aXui62trbcuHEDV1dXnj59SmFhIbt27WLjxo0UFRWRkZFB586duXnzJps2beL3339XGyR6dsBIEIR324IFC0hKSiIhIUEKzHtZMpnsT2eJC/9NOTk57NixQ/rZ1tYWKM30sX//fkaPHk1MTAx37txhy5Yt+Pr6EhwczK5du0hOTmbDhg0UFBQApZ+7KSkpyOVyCgoKGDRoEAqFgoMHD0rBCgA2NjbExMRQr149YmNjSU5O5tGjR1y8eJGAgACGDx/OwYMHpe2Li4v59ttvOXToEBs2bJAGTe/fv09wcDB79+5l2bJlb+JyCc+hUCgICgrC0tKSESNGYGlpSdOmTbl58yZNmzalXr16NG7cmJiYGHr06MHDhw+B0v9nvr6+FBQUkJ6ejkwmo2HDhrRv3567d+8yffp0qlatKgUTRkZGkpaWRlBQEO3bt2ffvn3UqVOHzZs388cff2BlZYWuri42NjY4OTnx8OFDKTNF2cCXZ+8R+/fv/8avmZ+fH/b29hw6dIi+ffu+8fP/GdXv81UKCQmR7v0FobKkpaXx4Ycf4uTkxO3bt3F2dsbe3p7+/ftTXFxMRkYG3t7e7Nq1S3pPio2NrexmC6+QKgNmfHw88fHxzJ49m/T0dKKiooiKikImk0nZfg8cOICRkRHNmzenWbNm0iS2nj17olAoSEhI+MdBOc/eh5U1f/78N1ICXBAEQRCElyMy5giCIAiCIAj/Ct26dSMlJYWbN2/SoEEDHj9+zO3bt/n222+JiYkBStP9q0pHeXl5ERwcTMOGDTl79izFxcWMGTMGV1dXJkyYwIwZM7h06RKzZ89mw4YNAAwcOJCQkBB69OihVjpBRUdHhy1btqgtU5UbqGhwuqLyMIcOHVL7+Xnpel9UlSpVGDRoEKGhocjlcoqKivD39yckJAQbGxtWrlyJvb095ubmREZGkpKSIgYxBEF4aRkZGVLGEUGoiGpAqF+/fuTk5HD//n0AOnTogK2tLatWrWLFihVYWlpK5YfS0tLw8PAA4N69e9y9e1fa56uvvsLIyIg7d+7wyy+/sHjxYpRKJXfu3JHOaW1tDZQG1gQGBpKTk0NGRgZZWVkVtvHu3buYmJigo6NDs2bNpKAOVdCsqh9C5bt16xZHjx7l+PHjrF+/ntDQUDIzM4mOjmbjxo3Url0buVwuBYBt3ryZkJAQrl+/Tu/evZHL5VJZKplMRlxcHNra2jx+/BhXV1eGDBkilaPR1NTk8uXLVKtWjZUrV0oByyYmJmpZPr28vNQyU6g8e49YNpOYj4/P67lAZaxdu/a1n+NNqqic2cvat28fs2bNYty4cWhoaLxw1hJB+Ct5eXnExsayZcsWVq9ezZ49e9DT0yMoKIj4+HhatmwJlGZVadeu3XNLecrlcm7dukVxcbEoufiOelPZfsveh5VVUlLC9OnTX8s5S0pKMDY2Jj8/n7t371KlSpU/3X7Lli0UFRUxbNgwFi1axLZt20Q2bUEQBEFABOYIgiAIgiAI/xI2NjZMmzaNkpIShg0bxs6dO6lfvz5PnjzBwMAAQBrgA2jbti06Ojq0atWK+vXrA0ilmtavX8+GDRvQ1NRUyxij2kdT8+1JHPm8QR9VunJV4NCLbi8IgiAIz5Ofn8+AAQMoKCigVq1aODs7s3nzZgoLCzE0NGTr1q0sX76c2NhYZDIZ4eHh3Lp1i7lz5/Lzzz9jZmZGWloaBgYGxMXFYWdnx+LFi+nQoQM3btzA0tKSHj160KhRI6C0POS0adOws7PDyMiIefPmkZiYSH5+PjY2NlK7VJ/bGzduxNPTEx8fH4YNG/bcskOGhoZkZGRQWFhIZmYmNWvWBEQWuX8jMzMzqlatSqNGjcjJyeHatWu0b98eKA3IUgVnq6h+b2ZmZrRr145hw4ZhbW3N5MmTyx1bFdClUlxczLRp00hPT+fRo0f/qqwzqqCi0NBQbG1tpUD0t83AgQO5ffs2urq6bNu2jezsbCnYU6FQoFAoCAkJwdLSEktLS9LS0rC2tsbKyorvv/+etWvXoqenJ2Ur2rx5M/Pnz6dZs2asXLmSkpKSCu/jo6Ki2LRpE61atcLW1lYE5givjCqTq5WVFbGxsfj5+ZGZmcnt27dp2bKlFJjzIoyNjd9IEJ9QOVTZe1+Hw4cPM2nSJKpXr85vv/1GcXExMpmMH3/8ke7du9OuXTvatm3Lb7/9RlBQEMnJyezbt4+HDx9StWpVfvzxR3R0dBg7diznz59HT0+PyMhIzp07Jx3X29v7ue+dqampVK1aVS1o+s/ExsZSWFjIsGHDXqq/qtKNgiAIgvCueXtGJARBEARBEJ5RUFBAnz59cHNzY8iQIcjlcimFulwuRy6XAzBnzhxkMhlOTk5kZGRUuCwjIwMnJye8vLywtrbmxo0bXLp0iW7duuHo6MjcuXMrqZf/HUZGRty8eRMdHR1sbGxYuHAh3bp1o6SkhEePHvHo0SO1gTfV4FpFg2wREREoFApWrFihNvBWdltBEAShtPxI7969pTIN2dnZ0roJEybg4OCAnZ0d169fB6Br166MGzcOKysroqOjKSgooFevXjg6OjJw4MDK6obwikRFRdGtWzeio6MxMDAgIiICTU1NGjZsSF5eHh07diQuLg5dXV0OHjzI9u3befjwIbdu3aJVq1acOXOGcePGERMTQ8eOHdm5cyd+fn7cvHmTM2fOcPbsWU6cOIGlpSXnzp3j008/xdjYGDc3NzZu3Mgff/xBgwYNsLS0pFatWty/f5/o6Gj8/Pzo06cPBgYGhIeH4+npyZMnT4DSoNuUlBQGDRok9UNLS4tx48ZhZ2fH0KFD+eKLLyrrkgp/4dn7OBMTE9LT0wGkcqRQmrUCkNbl5+czadIkNmzYQHR0NLdv3y4XpPVsAEdqaipPnjwhKSmJ//3vfyI46zWQy+UkJiYycODAchmG7t27J2U/unjxIt7e3lhZWbF27Vree+89Pv/8czw8PPj+++8JCAhALpdz//59Vq5cyY4dO/Dw8EAul5crWZucnMyuXbsYOXIkc+bMEeWEhFcqLS1N+tfU1BRzc3MSExPp379/ufeQZ79rln1eoQra8Pb2Bko/b7t06YKjoyOJiYn88ccfDBkyBCcnJwYNGkRhYeEb6N275datW4SFhVV2M16Lffv2sWDBAuLj40lJSaFHjx4oFAoMDQ25ceMGy5YtK5ctp2bNmhw4cIBu3bqxY8cO9uzZQ9OmTYmPj2fcuHH88MMPascdNWrUc8/fv39/bty4gbm5OSYmJtSuXZumTZvy9OlTtmzZQq1atdDX18fFxQUozZizadMmmjVrBsDly5epX78+BgYG3Lp1i5KSEt577z1q166NkZERV69eZdGiRRgbG1O/fn3mzJkjvl8IgiAI7yQRmCMIgiAIwlsrKiqKTp06ER0dTY0aNSrcJj09nczMTBQKBd999x3z5s2rcBmUZlvZunUrkydPZvv27SgUCgICAkhISGDGjBlvsmv/WQ0aNKBdu3Y0a9aMu3fv0q1bN4KDg3FxcaFHjx7Mnj37hY7TqVMn7O3tWbNmzWtusSAIwtsvLy+P/fv3M3r0aLXsFKrsJbNnz2bZsmVAaSmh4OBg9u7dy7Jly7h+/Tr16tUjISGh3CCs8Pa5evWqlK1EqVTSpEkTDA0NSUpK4sSJE4wdO5atW7diYGBAfHw8AQEB1K1bl2+//ZbOnTujpaXF9u3b0dfX59SpU/Tu3Zvff/+dkydPYm1tTdOmTdm+fbs0uKNQKHB3d2fo0KEAODk5kZOTg4uLCxEREaxcuZJFixaRmJhIQUEBLVu2JD09naioKKKiopDJZNSsWZOkpCS2bNlCs2bNpDJsI0eO5MiRIxw+fFjKeFC2jMLzyo0IlatBgwZYW1tjZ2en9vtyd3fH1taWxMREAK5du4aDgwNdu3aVSpS5u7vj6enJ9u3bKzy2hYUFly5dws3NjWPHjr2R/kBpCRB/f38cHBz48MMPiYuLo0uXLnTp0oW4uDg+/vjjcvtkZWXh6OiIra0tY8eOBSoOpKxoIsHKlSuxs7PDzs6OEydOvLF+qjIS2dvbs3TpUrKystQCFQwMDBgxYgTJyclUr16da9euUaNGDXJycrhx4waDBg1i5syZzJgxg2XLluHj48OYMWOA0mu4aNEifH19mTBhAomJiWzYsIGFCxdia2uLm5sbGzZsIDg4WCon9GxWSUF4GTo6Ori5uREREYG3tze7du2iV69e0oSfsjp16oSnp6dU2vh5zytKSkoICwsjISGBhIQE7OzsWLlyJR4eHsTHxyOTydi2bdub6uI7w9jY+J0tE6a6/xo+fLhUDlTFwsKC6tWrl9unbLanS5cuce7cOTZv3oxMJiMsLIzs7Gy14/7yyy/PPf/69esxMTGhffv2eHh48ODBA2xsbPj000/p0aMH2dnZ5Obm8ssvv5Cdnc2gQYMYMmSI2t/J7du36dy5M99++y2zZ8+mcePGPHjwgHHjxknv9UVFRdy+fZsRI0aI7xeCIAjCO0nkgxMEQRAE4a115coV6WGDtbU1165dk9YplUo0NDQ4d+4cCoVCKu3ToEGDCpcBtGnTBk1NTRo1asSlS5cYNWoUISEhDBs2DG9vbz788MM32r//orVr10qvMzMzAWjXrh2urq5q25UdTCs7aKN6vWLFinLHLruPGIwTBEH4P2Uf3K9YsQJjY2MAvvzySw4ePEhhYSGtW7cGkAbAAXJycl6onIzw9jA1NSU9PZ2ePXty+vRp3nvvPRo3boyDgwM7duxg1apVrFq1iuvXr5OVlUXLli3VBt5r1KhBq1at6NChA8bGxgQGBjJgwAAcHR25cOGCNHBkYWGhVp5SpW3btgBSWaOrV6/Su3dvoPT/p/DuKFt6E6BZs2ZStsvQ0NBy23/++ed8/vnnastUg98qEydOZOLEiUDp7P6KzlX2vlGlomWv0s6dOzEyMpJKMdnb20tBkG5ubhw+fFjtWgDUq1eP2NhYtLW18fb25uLFi0BpIGVsbCxbtmxh+fLl1KtXj4CAAHx8fFAqldy7d49du3aRlJTEgwcP8PX1JSoq6rX2TyU1NZX69euTlJTEihUrpDJyt27dAuDo0aNs3bqVpKQkHj9+TFZWFlD6vc3c3JzTp09TUlLCvXv3MDc3B/6vjG2dOnWkDEjPK1krCK/as+9TQIXBbqqA0PDwcLXlzz6vULl79y4mJibo6ekBpdm9zp07x/Hjx1m2bBl5eXkMGTLkVXblnaRQKAgPD6eoqIj8/HwWLlzI119/TWRkJD/88ANyuRwHBweOHj2KQqHg6NGjfPrppxQWFuLv78+oUaOIi4uTsi6HhobSvXt3ZDIZXbt2JS4ujjFjxuDn51fJPYXatWsTERFBVlYWw4YNk+7VoXx2OJWy2Z5atGhBtWrVGDFiBFOmTAGgsLCQoqIi6bh+fn7s37//T9vx22+/ER0dzfr16ykqKsLFxYXk5GT8/PwoLCzk8ePHnDt3rtx+zZs3B8DExIS7d++SmZlJUlIStWrVoqSkBAsLCwDpvV98vxAEQRDeVSJjjiAIgiAIby1TU1PpYcPJkyepWbMmN2/eBP4vzb2FhQUuLi4oFAoUCgXr1q2rcBmUT6Wvo6PD119/zZo1awgODn7DvRPeFRkZGVLKckEQhH+jsg/unZ2dgdLMOAqFgkOHDvHFF19I5Rqe/aysqJyM8Pby9PQkJSUFV1dXqZTkrl27mDdvHnfv3sXY2JiUlBTq1avHkiVLyM3NRalUIpPJmDp1KhoaGhgaGuLk5MS+ffuYNGkS+vr6KBQK2rVrJ5WW0dTURKFQoK2tPl/s2f9fqkAhgFOnTr25CyEIz6FQKPD09KRPnz7Y2tqyYcMGnJ2dcXd3JzMzs1yWm8OHDzNhwgT27t3L6tWruXLlCqdOnaJPnz4sXboULS0tbG1tyc/Pl+4Xi4uLcXR0xMvLCwsLC7Zt20b//v25cOFCuQwIAwcO5NSpUwwbNozo6GiuXLlCWloajo6O9OvXj5ycnDd2bd57771yGYlq1apF06ZN6d69O/v27aNVq1YsWrQIHR0dHBwcpH11dXXp378/3bp147fffpMCl7777juKi4t58OCBFED1vJK1KiJYR/i3ePZ5hYqhoSHXr1+XSvSpAhM++eQTFAoFR44ckd5DhIrl5+czc+ZMfv75Z2rWrImFhYVUSrNnz56sWrWKlJQUrl69SmpqKr169WLmzJl88803lJSUMHnyZObMmSNNxNLQ0KBfv35S4NXAgQNJTk5WmzhUmZYtW4a9vT29evVizJgxZGdn4+XlpVaC9ln379+XAmf69euHh4eHVMLdycmJ/fv3qx3Xx8fnL9thbm5OYGAgOTk55ObmEhkZSVBQELNmzSInJ4fq1aujVCqpUqUKRUVF0n7P3t9ZWVnRvXt3cnJyePTokZQNTxVkJL5fCIIgCO8qkTFHEARBEIS3lqenJ15eXri6ulK7dm0MDAzIysqiZ8+e1K1bFwBLS0uMjY2RyWRoaGgwZMgQAgICyi1T1cIua9euXSxdupSnT5+KwApBEAThnaUq05CXl0d4eDhnzpyhdu3a6Ovr4+TkJJU2qsi1a9fw8/OjqKiI5s2bS9l0hLeTrq4uO3bsQFtbm4CAAM6dO4ehoSGmpqZ4eHiwePFi+vTpQ9euXenRowetW7fm/fffx8vLi+XLl9OyZUsABgwYwJkzZ5DL5axZswZ7e3t0dHSYP38+n3322Qu3x9/fn/79+7NmzRo0NTXR0dF5XV0XhBemVCrZuXMnc+fO5dixYxw8eJCAgAAyMzPLZbnZt28fAQEB5OXlMWrUKFasWEH9+vXZuXMnSqWSPXv2oKmpia6uLvfu3aOwsJDTp09TvXp1nJ2dKSkpwdramsGDB/Pll19KWadUGRBUEwkKCgqwsbFh3759fPDBB1IZnMLCwjdyTSrKLKKyevVqoDQwYcSIEYSEhEhBoLVq1WLp0qVSMNPYsWP57bffGD16NBoaGvTt2xctLS2aNGkiZYhQlay1t7ev8HyqckJTpkzBzs7u1XdW+FdQZdh6kWCCv5KRkUFQUBCRkZF8/PHHLFmyhKioKOzt7alTpw5yuZx27dqpZb15Ec8+r1DR1NRkxowZODg4UL16dWbPnk1AQAAfffQRERERKJVK5s2bR+fOnf9x395VUVFRtG3bFltbWx4/foy+vj4ZGRm4uLjQpUsXli9fzokTJ6hWrRpWVlYMHjyYwMBABg8ejIaGBo0aNcLX15d9+/YRGxvL4cOH6datG3PmzAFKM/jp6Og8NxvNm1Y2IxzAoEGDpNdls76p/i6Sk5Nxc3PD399f7ThLliyp8NgvauXKlVhbW7Nq1SqUSiULFy5k4MCBTJ8+nfDwcCnLmZeXF3379qV9+/b4+vqWO05oaChWVlbS38XYsWMxNDSU1ovvF0JFSkpKgOdniRIEQXgbaFQ0s6CydOzYUfnrr79WdjMEQRAEQXgLvcoHc4JQEYVCIc2wy87OJjo6mk8++YTz58+jp6dHZGQkaWlphIeHc+HCBerVq8fu3bt59OgRvr6+1KlTh6tXr7Jz504aN27MnDlziI+PR1NTk9WrV7N3715MTEwwNzenS5cu3L9/n9mzZ9OrVy86depU2d0XBOEdpVAoiIuLq7B0jPDf5OrqSm5uLmZmZqxatQptbW0CAwMZMWIEXbt2faNtKfsA3t3dneXLl9OoUaM32gZBKEuhUBAbG0tYWBhyuZzCwkI++ugjQkJCaNmyJT/++CM5OTlkZGSwdu1aWrZsyRdffEFsbCw1atSgXr161KhRg6SkJOrWrcu3337LF198gba2Nu7u7vz666/k5+czdOhQZsyYwc2bN6lWrRqNGzcGoHHjxhQVFZGXl8f27duJi4tTm0gwadIk1qxZw5o1a9DS0sLJyelvBcO9yuu0aNEilEol9+/fJzAwkNWrV1O1alWmTp3KwYMHmTx5Mv369UNDQ4N27dqxcOFC+vXrx5MnTzA0NGTr1q3IZDLpM8rW1hZnZ2fGjh2rdv9dNuBB+O94XYE5Kj4+PgQFBWFmZvaPjy+8evPnzwcgISGBfv36kZiYSG5uLgYGBkyfPh1nZ2e++eYbUlNTOXbsGD/88AM9evTg2LFjfPXVV9y8eZMRI0Ywffp0srOzMTExIT09XcpKFhcXh7a2NjKZ7K0sgy2XyykqKioXmCMI/3b5+fn069ePX375BS0tLZo2bcrDhw/Jzs6mdu3aaGhooKenx+XLl2nevDkjR45EoVCgp6eHkZERaWlpaGlpER8fr3bciv4mUlNTKSkp4f3333/T3RQE4R2joaFxXKlUdnyRbUVooSAIgiAIgiD8Dbt376Znz57Ex8fTtGlT4uPjGTduHD/88AMAeXl5nD9/nvHjx7N8+XIAHjx4wNatW5k8eTLbt28nPT2dzMxMFAoF3333HfPmzaNbt26kpKRw+PBhPvjgA86ePUtqaqr0cFAQBOFlKRQKgoKCpJ/lcjnHjx9X20Yul0uDXMK/i1wulwJUXkROTg47dux46fMdOHCAlJQU1q5di7u7OzY2Njx9+vSNB+UA5Obm4uDgQOfOnbGyshJBOcK/QtmSHGVf37hxA09PTxQKBTY2NiiVSmrXrs33339PUlISxsbG7Nq1ix07dpCVlYWBgQGurq5A6fv0wIED0dbW5tGjRwwcOJAjR47Qs2dP7t27R2pqKgsXLsTKyoro6GgUCgV169Zl0KBBHDp0iOPHjzNp0iQARo0aRVJSEgkJCZUSlKOiyizUs2dPKbNQo0aNpJI+J06cQCaTkZCQwOLFi7l+/Tr16tUjISGBLVu2VHjMPXv2VHj//TpMmzaNsSl1pgAAIABJREFU06dPExMTI92Pjxw5kqNHjyKTybCxsWHNmjUAzJs3T3qvUvVPVeJPlb0DSjMd2djY0KVLFykIxMfHhwkTJmBra8vnn38OwMyZM7GxscHR0ZGsrKzX1se3TUFBAX369MHNzY0DBw4AMGfOHGQyGU5OTmRkZEilegYOHEiHDh3YsWMHLi4u2Nra8uTJEwDGjx8vle95+PCh2jlsbW25fv060dHRDBs2jK+++oqQkBDi4uIoKipiyJAh2NvbM2TIEIqKilAoFPTp04fevXtjY2NDbm7uG78u/0WmpqZcuXIFHR0dwsLCOHr0qLQuNTWVbt26MXfuXPbu3YuOjg6//vorHh4eDB06lJMnT5KXl0dwcDAzZ87k6dOnFBYWsnXrVqnk5tviefd8Pj4++Pv7S/93/6tSU1NZtWpVhetsbW3fcGuEFxEVFUXNmjWZPHkynp6eVK9encePH2NoaEhERAR9+vTByMiIxMRE2rRpw969eykqKiInJwdHR0eaN29O9+7dX+hcqampUvk6QRCEN0UE5giCIAiC8E7w8fER2XKEf6ykpAR/f38cHBz48MMPiYuLo0uXLnTp0oXjx49L6bIbNWpEamoqYWFhyGQyRo4cSUREBBMnTsTKygofHx9q167Nvn37sLa25tatW/Tq1YuGDRuSk5PDuXPnUCgUyGQyAgMDefToEe3btyc9PZ1jx44xefJkDh06RElJiSjbIQjCK+fj4yOVY5DJZCJbzr/cmw7MKatskE5lMDAw4NChQxw9epSwsLBKaYMgvChNTU3Cw8Px9PSUAgCWLVsmBQD4+Piwa9cu7Ozs6Nq1K0OHDlXb38TEhCtXrkhBcIaGhri7u2Nvb4+joyMbN2584336J9q2bQtAw4YN1V5bWloC4ODgQElJCUOHDiUyMhIzMzPatWvHsGHD+Oabbyo85rlz59i8eTMymYywsDCys7NfW/vLBs03aNCAx48fc/v2bYKDg9m1axfJycls2LCBgoICJkyYQGJiIhs2bGDhwoXSMfr27UtKSgpyuZyCgv/H3p0H1JT+Dxx/31upkGUokn1rZMsWkVxtUkTWaSIiTdZhbEMmmck6k2GMEULZl2xjSVpcZB0mibFkyToILWRKde/vj373TFeZ7yzI8rz+mTr33HOe55jOfe55Ps/n85yvvvqKdevWcfjwYRYtWiSVGlMoFMTHx7N3714Ajhw5wuHDhzlw4ACmpqavrY/vmh07dmBlZcW+ffswMjLiyZMnRRY7QMGiiI0bNzJx4kTCw8PZv38/Li4uREVF8csvv5CVlcWhQ4f45JNPig3uqlmzJs7Ozqxbt46JEydK27dv346FhQWHDh2icePGbN26VXpNs3gjNjb29V8IgZ49e3Lu3Dl+++032rRpw9dff02NGjW4ceMG69evZ/ny5Zw7d45GjRpx7tw51q9fz8yZM/Hz8yMvL4+bN2/y6aef0r9/f7777jv09fWZM2cOc+bMQalUoqurC/DWZ8t5lWO+95GlpSVDhw4t6WYI/8D169cpVaoUzZo1w9LSkho1alCjRg2aN2+Ojo4OkZGRREdH06ZNG3bt2sWxY8e4desWf/zxB97e3mRmZmJtbU3btm3p0aMH9vb2pKSkABAbG4uLiwsuLi6o1WqWLVvGt99+i6enZ8l2WhCED4puSTdAEARBEARBEN4WO3fuxMTEhNDQUFQqFba2tuzfvx8Aa2tr3N3dpX0rVKhAlSpViI6OxtnZmX379hEfH8+cOXMwNTXl4sWLmJiYcPnyZTp37kyZMmW4evUqarUac3NznJycpBrvubm56OjoIJfLSU9PR6FQEBAQgJ2dXYlcB0EQ3k+ZmZkMGDAAAwMDfH19sbW1pW/fvuTk5FCxYkW6dOlCSkpKkfJ7VapUwdnZmdzcXKm8yK1bt/D29qZcuXLcv3+fDRs2UKdOnZLu4ltNpVLh6+tLcnIypUuXZvz48VImo6CgIBwcHFAoFFhbWxMTE4Ofnx9NmzblzJkz2Nvb4+PjQ15eHuHh4Tx9+pRZs2bh5OTExYsX8fPzAwomge/fv090dDQKhYItW7ZgbGxckt0WhPeKQqFAoVAA2iV0AgMDAbQm8TX7jx07Vmtb//79tX6Pj4+Xfj527JjWa97e3nh7e//HVpeMl2UWUqvVAOTn5/P1118DBZOn/fr1Y9y4ccjlcpycnIqdKDM3N8fLy4vx48cDSIEtr0N0dDR37twhKyuL5ORkdu7cSXJyMunp6dSsWRO1Wo2RkRGpqamMHDmSAwcOSON8KFiJv3nzZsaPH49KpeLBgwfcvn0bT09P8vPzkclkPHjwgPj4eNRqNcHBwdy/fx+ASZMmMWjQICpVqsTMmTMpU6bMa+vnu+TatWtS9qJWrVqRkZEhLXYApCAmCwsL5HJ5kaCwtLQ0nj9/LpUtad26NQcPHvzb57969arWe0+fPk2VKlWkc5iZmZGenv5K+ir8NX19fb755hsOHDjAo0ePqFu3rtY94/vvv2fHjh08f/6cgwcP0rBhQ6Dg/vviPfhtvc8qlUqCg4PJy8sjJyeHDRs28Omnn2qNx5ctW6Y15ouIiCA8PBxDQ0Mp6Gzjxo3MmTOH2rVrExoaWsK9er3u3r2Lp6cnubm5NGvWjH79+hETE1OkdOIPP/wgvefKlSuMGDGCnJwcHB0dtbKMCm9enTp1OHv2LElJSdy8eZPbt28jk8mQywtyTFy/fh0nJyc6d+7M0qVLMTAw4ODBg3h4ePDs2TOePn3K5s2bWbhwIW3atMHS0lI6tomJCRs2bGDYsGGcPXsWX19fUfJNEIQ3TmTMEQRBEARBEIT/d/nyZdq3bw8UrHqWyWSUK1eOcuXKkZGRIaWm37FjB3fu3OHu3buYmppy7Ngx7OzsCA0N5bfffmPDhg0EBASgUCgoXbo0UBDIs2DBAsLDw1m6dClVq1ZFoVDQuXNnKQ1+ixYtMDY2Rl9fH11dXaktgiAI/9WTJ08YOHAgs2fPxsLCAii68lzjxfJ7urq67N69m0OHDtGoUSPi4uIAuHfvHlu3bmXhwoXMnTu3RPr1LtEEfx48eJA9e/YQGBjI/v372b9/PwEBAdJ+/fr1Iz4+nvDwcKysrLC0tCQ2NpaBAwfSv39/lEolsbGxUlaGKVOmEBISglKpZPTo0fj6+uLo6IhSqRRBOYIgvLVOnjyJjY0Nbdu2xcHBgRs3btCpUyesra0xNjbGxMSkyHvc3NykUkV2dnZERka+tvY5OjqSnJzMo0ePqFOnDvPmzcPAwACZTMaFCxdIT0+nYcOGGBsbc/XqVdLS0ti2bRs3b96UjqHJrnLhwgUqVKjA3bt3mTt3LnFxcZw7d46KFSsC0LZtW+Lj46UMQHZ2dqxZswYTExN279792vr4rqlTpw6JiYkAJCQkoK+vj5OTE0qlEqVSyerVq4G/DgqrW7euVM7z1KlT1KtXr9hz6enpkZ+fr7XtZe8tLvBMeP3mzZvHgQMHii23OW7cOA4ePMixY8ekoJx3UXZ2NpGRkXz22WesXLmyyHi88JhPrVazZcsWjhw5woEDB2jQoAEAjRs3JiYmhps3b773gWOVK1cmOjqa+Ph4MjMzSU5OBoqWTizM39+fFStWcPDgQc6fP8/t27dLounC/+vZsycZGRkEBwcTERHBvXv3+OOPP6TX69aty++//84PP/zArVu3ePLkCRUrVsTIyIhSpUrRpUsXrl+/TrNmzdDR0ZECJwERRCkIwltBZMwRBEEQBEEQhP9nbm7O8ePH6datGyqVCpVKRWZmJgAGBga4u7uzatUqmjRpQp06dShTpgz3799n5syZNG/enG+++YaKFStib2/P1KlTOXr0KHp6eqxevZqOHTsyfPhwRo4cyeTJk7Gzs8Pf31/r/DNmzJB+PnLkyBvtuyAI77ctW7YwbNgwGjduzJYtW4CiK881NCvNzczMuHLlCllZWfj6+nLnzh3u379PgwYNaNCgAU2bNkVXVxdLS0uuXLlSIv16l7ws+BNAR0dH2q9Jkybo6elJK0MLi4qKYuHChajVah48eADAw4cP+fjjj6XjCoIglLTCmYXCwsKIiYkB/sws5ODgAGhnCwI4fPiw1u+aMjKa9wFSxsnXrUOHDuTk5FC6dGmGDRvG6NGjsbGx4d69e1hYWKBWq1GpVKSmplK+fHkqVqxI+fLlycnJkY5x7tw5OnbsyMcff0x6ejqmpqZMmjSJ/Px8GjduTFpaGoAUOKC5h/fs2ZNnz54BSJ/ZQsF16dOnD126dJGut2axg0wmw8PDAycnp788hpWVFeHh4XTs2BEjIyPWr19f7ARtly5dGDFiBH379pW2ubu7M2DAAGxtbTE1NWXy5Mkf5He2lJQUrl27VuLZXaOiokr0/G+CZpxuaWlJdHQ0Q4cOLTIe17h+/TotW7aUxpSa+0nhrFEZGRlUqFDhDffizXn06BHDhw8nPT2dlJQU6fp06tSJQ4cO8emnn9K1a1cGDhwovefSpUvS7+np6dy5c4fq1auXSPuFgmxYO3fuBGD06NHcv3+fiRMnYm1tjVKppGrVqkRFRbF582auXr3K+fPngYJgSgMDA/r27UtycjJJSUm0bt1aeh2KBlHq6elpfWYLgiC8CSIwRxAEQRAEQRD+n5ubG7t27cLW1payZcsSEBCAk5MTarWanj17AgVlC6ZPn469vT1lypThyZMnrFu3jjVr1pCdnY2VlRVQdHL04cOHLFu2jC1btvD06VNpP0EQhDfB29ub27dvs2PHDmmbZuW5i4sLCQkJtGvXDij60DIqKoqGDRuyfv16/P39pdXg586dIz8/n8TExJeuOBf+9FfBn4VX5Re+/vDnqn1dXV1mz57NwYMHycnJoUOHDgAYGxtz+fJlGjZsiEqlKnaVvyAIwqvyXyfl7927x4oVK4oEqL9I81nz4j3xTTExMaFevXpUr16dDh06ULNmTVxdXcnNzSUiIoIyZcqQm5uLnp4eT548IS0tjatXrzJs2DDpGP369WPBggV07NgRExMTqlevzqJFizAzM6NDhw6YmJhgY2ND7dq1AaSSGx9CwMG/oa+vz65du4psf/H/pbVr1wIvLz23ePFirf0rVKggvUcTLNanTx/69OlT5FybNm3S+v1l53ifpaSkEBcXV+KBOR8CTYaoxMRE6tSpQ25urtZ4vPCYr27duiQkJKBSqZDL5ahUKuDDyui0fv16evbsyeDBg/H09KRTp07ExMQUKZ1YODDH3NycBQsWYGpqKpUZFEqWq6srJ0+eRE9Pj65du2plxNLT08PZ2Zns7GyCg4M5f/48vr6+JCUlYWBggKmpKRMmTMDT0xMTExMqVqyInp5esedp164dgwcP5ty5c28s6FcQBEEE5giCIAiCIHxg1Go13bp1IykpCX9/f3r06PG3Ho5/CORyOStWrNDa1qVLFwCWLVvGkSNHWLVqFZGRkQwdOpRatWpRoUIFpkyZAhQ81D116hRBQUGoVCrq169PWFgYAN26dWPAgAFSVoq8vLw31zFBED54MpmMpUuX8sknn/Do0SNsbGyKrDx/mbZt2zJz5kxOnTpF+fLlpdWnJiYm9OzZk9TUVNatW/emuvLO+qvgT81kQXFcXV3p2bMnPj4+dOvWDVtbW6ysrKQVz7NmzWLYsGHIZDLc3d0ZNWoUjx8/pk+fPixbtoyPPvroTXVREIT3mFKp5Pvvvyc1NZVbt24xefJkDAwM8PHxITAwEIVCga2tLb6+viQnJ1O6dGmtUlOpqakMHTqUJ0+e0KhRIwD27dvH7NmzycrKYsyYMXh5eREYGMiNGze4c+cO69atK9GSfKampjRt2pTatWuTmppK+/btadGiBW5ubqhUKj766CO2bt2KlZUVtra22Nraar1/69atTJgwAW9vb0qVKsXXX3/Np59+Sn5+PiNHjnzpZOHfpVKptK63ra0t+/btIzs7m5CQEFq0aIFCocDa2pqYmBj8/PwYOnRosdtiYmKYNm0aAEFBQTg4OBS7n/B+0/ydq1QqHj9+jIeHR5G/82XLlkllOTWlnoXXo3AQQnh4OO7u7lrj8apVq2qN+Xr37k379u0xNDQkJCSkpJv/xtnZ2eHl5aW1EAEKSidOnTqV3NxcKWObxsyZMxkyZAg5OTno6emxdetWypYt+yabLbzgZcGphQMhNTRBlYXVqlWL48ePk5+fT4cOHahSpYpW4GThLHwvZuoTBEF43WRvU5Rs69at1adOnSrpZgiCIAiCILzX7t69yxdffIGzszN5eXn4+PiUdJPeCXv37uWzzz6jRYsW6OrqMmbMGGJiYggKCpKCb7y8vBg2bBjJycmULVuWvXv3olAoiImJIS0tDV9fXzIyMpDL5Sxfvpw6deqUbKfeUitXrmTIkCEl3QxBEP5CSkoK06ZNK/ZhqCAIf02zml0Q3gV3797F09OThw8f8vTpU6ytrdm7dy8mJiZMmjSJs2fPsnPnTqpVq8bIkSM5duwYFy5coFKlSly5coXc3FyqVq3KhQsXWLNmDXXr1sXV1ZXQ0FBu3rzJ999/j76+Po8fPyYpKYnAwED09fWlwPd3leY7gK7u61sXu337dn755RdmzZqFSqUiOzub0qVLc+XKFaZPn866detQKBR8//33WFhY4OjoyKFDh4rdZmNjw969ewFwdnbm6NGjxe4nvN80gTk7d+5k5syZlC1bljJlymgF5gCsWLGCWrVqERQUVLINfo8plUrpeYMgCH/f5cuX8fHxISsri6FDhzJixIiSbpIgCO85mUx2Wq1Wt/47+4qMOYIgCIIgCB+YSZMmceDAASIiIggJCdGaXLW2tqZVq1bEx8czZ84cnJ2dCQkJISwsjE6dOnHixAmUSmVJd+E/0Uwu5Obm0qxZM6ysrKQApcIPGwuvFIyKimLt2rXI5XKysrKIjY0FKDZt+YsZdzTXy9jYmO3bt7/u7r1zipuc/LuBOWJiUxAEQXgT1Go1I0aM4NKlSxgaGuLj40N4eDhqtZpHjx4xfPhwVq5ciYGBAbt37wbQ2n/t2rUkJiYyf/586Vg3btwoMr46ceIEkydPJjc3Fx8fH7y9vYvNWHHkyBEmTZpEqVKl8PPzQ6lUMnLkSJo0acKCBQuoUaMGvXv3LrYvZ86c4fTp0wwdOhQbGxupbIsgvEzlypWJjo4mPj6eUaNG0blzZ548eUKfPn24fPkyWVlZDB48mLy8PNatW0efPn04evQoMTExbNy4kTFjxnDmzBkaN27M6NGjMTIy4t69e9y+fZvp06dTrVo18vPzuX37tnROTYZJ4a9dvnyZ9u3bS0FAa9asYd26dcjlcq1yLE2aNEFPT09r3PziNplMRrly5QDQ0dH5y/cK/4ym/JuFhcU7kanWyMiIHj16cOPGDbKysmjTpg1Q8FkYFhaGpaUlCQkJHDp0iGPHjrF06VK8vLzQ19fH0dGRqVOnlnAPBEH4kDVs2FAEkgqC8NYSI2pBEARBEAQokg71fRYUFISjoyOhoaFFXnv06BEBAQHs2bOHpUuXkpeXR1hYGEeOHKFXr16vtV1KpVJKn/46FZ5cyMzMJDc396X77tq1CxcXF2JjY/H19WXgwIFSUI7w7ymVStzc3OjevTt79uzB1taW9u3bs2/fPn7++WeSkpJQKBRER0djY2MjvU/zd6pQKJg0aRJeXl6EhYXh4eGBi4sLLi4uvE0ZQQXhfVa7du13PlvOf/3cUSqVXLt27RW26P20cuXK//T+M2fO8Ouvv76i1vw7u3fvpmbNmsTFxTFq1CguXryIWq1m586duLi4cPLkSWJjYzEzMyMhIaHI/ppyEs+fP2fXrl04OjoWO74KCAjg559/Jj4+nnXr1vH8+XMA+vXrR3x8POHh4QB8+eWX7Ny5kwMHDtC3b188PT3ZuHEjAJGRkbi6ur60L5aWlqIcjfCPPHr0iD59+jB27Fhu3brF3bt3AUhLSyM5OZmWLVuSlJSEubk5eXl5JCQkYGFhAUC1atUoU6YMUPC50atXLzZu3EjXrl1p3749GRkZrFy5kpiYGMqXLy+d830IAlEqla81Ww6Aubk5x48fBwoC1n/66SeUSiXLly/XGhMXDtJ52TaVSkVmZiaZmZnk5+e/dD+1Wi3G2/9QSkoKcXFxVK1a9ZUE5ahUqlfQqpfT/JuPHTuWhg0bkp6eDkBSUhJQELjVrFkz6buxUqnE19eXAwcOvPOZrt4mCoVCZMsRBEEQhPfMu/8tRxAEQRAE4X943Q+u3ifGxsaYmJhgZmZGeno6Dx8+pGbNmujo6GBpaVnSzfvb/urfXDO5oFAoiI+PlyYXAK2HzE2aNAGQrsWrpFarcXV1xdbWVuvB9+jRo//1Md+14LLnz5+zc+dOgoODiYuLQ6lU8u233+Lm5oaJiQlKpRJHR8eXvt/d3V0KCjAxMWHv3r2YmZlx9uzZN9UFQRA+cCIwp6jiPn+LC8z5J2OztyEw58KFC2zcuBGFQsHMmTPZtm2bNE6oVq2a1s9paWlF9n/8+DEALVu2BHjp+CoxMRE3Nzc6d+7MvXv3SE1NBQrGJPr6+lrBCpUrVwYKAhg6dOjA8ePHSUlJwdTUFAMDA2m/vLw8PDw8sLW1xcPDg5iYmDcSCC38O2FhYf/o7+NV3IcKB0EXZ/369fTs2VPKxqSrq4tKpUJHR4dLly4xd+5cAC5dukTnzp1JTU0lOjqabt26aR3H1dWV3bt38+mnnxIbG0t2djYGBga4ubnh4+NDxYoV/1M/PiQqlQofHx++//57wsLCOHPmDI0aNeLu3buYm5uzatUq0tLSaNeuHb/++qu0sODMmTNMmDCBX3/9leXLlwNw8eJFRowYQWZmplSy6vPPP8fNzY0zZ84watQooCC4xNvbmy5duvDw4cMS6/u7aNmyZaxZswZ7e3sGDBgAgLW1NaNHj6Z58+Zs3LiRXr160axZMxITE4GCgNDCixcA2rVrx/Dhw5kwYcJrb7Pmc61ixYokJyezaNEioOB7bJ06dTh37hzbtm0DCoJHz549i6enp9RWQRAEQRAEoSgRmCMIgiAIwjtHqVTSvXt3unbtip2dHffv38fe3h5bW1t69+5Nfn4+KSkpdO7cmT59+hAWFsbs2bPp1KkTbdu2JSEhASh42NWqVSs+++wz8vLyALhy5QpOTk506tTpg1ydVHhFpFqtpnLlyty6dQuVSvXGAh7mzp1Lhw4dsLOz4+bNm6xbt44lS5YAcPbsWUaOHIlarWb48OHY2dnh6upKWlqaVhaWqKiolx5fM7mgVCrp0KEDzZs35/fffwf+XAUIRa+Fnp6eVhDNf/H7779jZGTEoUOHpFTxKpVKeuD5IWjZsiUPHz7kt99+w8HBAScnJ37//XfUajX3798vsv+LK3NbtWolTVy9ziAqQRDefy9+7gAsWbKEdu3a0blzZy5dusS+ffvo1KkTrVu3ZvXq1Tx//pywsDDGjx/P+PHj+eOPP/Dw8MDOzo7+/ftrZWMLCwtjzpw5zJw5s6S6+Fr9kyxohTOeFXfNzpw5Q6dOnWjXrh2zZs0CCiY0v/32Wzw9PUusj+bm5nh5eaFUKomPj2fWrFla44QXxwzF7Q9/ZgF52fiqRYsW7NmzB6VSSUJCAmZmZkWOr/n90aNHQMH4QSaTYWVlxcSJE/nkk0+09t2+fTsWFhYcOnSIxo0bS+8T3k6vKjDnVS5MsLOzIzg4mAULFlC/fn2aNGnCkydPiI+PJzExke7du5OamkpCQgIjRoxg7ty5ODk5sXfvXgAGDhyIrq4u5cqVY+TIkaxfvx57e3vq1avH/PnzMTQ05NatWyxYsACAwMBAHBwcXln730c7d+7ExMSEgwcPcvPmTSwtLYmIiOD27duYmpoya9YsjIyM2L9/P7dv32bGjBlAQcYsd3d30tLSWLNmDc+fP8fZ2ZkOHTqQlJSEpaUl27Zt4+TJk0yZMoX09HTKly/PsWPHGDx4MA0bNmT//v0YGxuX8BV4t2gyrxYuefzo0SOmTZtGZGQkY8eOZf369YSEhLBixQpUKhXfffed1uIFKAjq9Pf3Z/78+a+trQqFgqFDhyKTyRg8eDAODg6MHDmSPn36sG3bNp48eULZsmVZsmQJPXr0AEBPT4/58+ezatUqAgICXlvbBEEQBEEQ3nWvN5+mIAiCIAjCa5KdnU10dDSbNm1i5cqV7N69G0NDQ6ZNm0ZcXBwNGjTgwYMHxMTEoKOjw7Nnz5gyZQpXrlxh+vTprFu3jtmzZ3Pw4EHS0tLo3LkzAP7+/qxYsYIaNWrg4eHB7du3qV69egn3tuTo6uoyaNAg2rdvj7W1NXp6eq/1fPfu3eOXX37hyJEjxMfHM3v2bObOnYuHhwfDhw9n27Zt9OnTRyoRsWTJEiIjIwkJCcHa2prnz5//z1V6dnZ2eHl5sWPHDqAgFfe+ffv45Zdf/jLdfJMmTZgyZQr9+/dn06ZN/6mfkyZN4sCBA+jq6tK7d2+ePn3KzJkzGTVqFPHx8Zw4cYLJkyeTm5uLj48P3t7eKBQKrK2tiYmJwc/Pj6FDh7J7926mT59O69atpeCyd8GZM2eIiIjg7NmzmJqakp+fT35+PvPmzWPXrl08e/YMhUKBv78/Z8+eJScnh0uXLnHmzBnp/VOnTuXevXsYGBhw9uxZtm/fTnJyMp06dWL79u3Mnj2bsmXLMmHCBFxcXEq4x4JQID09nbi4uH9cGtDGxob4+PjX1KoPW3GfOzNmzGDLli0cOXIEHR0dVCoVNWrUwNnZmby8PBQKBV5eXgwePBgbGxscHBxYtGgR5cuXp3nz5hw9epSIiAg8PDyk81StWpXBgwe/sX5pghllMhlKpRKlUklgYOBrO9/z58/Zu3cvdnZ2xMXFoVKp6Nq1K7GxsTRt2hSlUgnAzJkzcXd3x9ramkWLFuHm5oaHhwdLliwhIiIiG2sKAAAgAElEQVRCCpyVyWR07tyZcePG4evrS15eHj4+Pq+t/f+Lm5sbY8aMwc7ODigo7/FP9y9Xrpz0+svGVzNmzMDNzQ2VSsVHH33E1q1biz3+7Nmz6d69O/r6+vj5+dG/f388PT1RKBRs2LBBa9+rV69KmXpat27N6dOn/91FEP4zlUqFr68vycnJlC5dGltbW/bt20d2djYhISFScJq9vT0+Pj7k5eURHh7O06dPmTVrFk5OTkydOpWDBw9SqlQpwsPDCQsLY/v27Tg4ONC0aVMiIyOlcWVUVBQ///wz+vr6hIWFUbNmTZo3b46FhQWXL18mJCSENm3akJ+fL41B58yZg7OzM7t372bevHnk5eUREBCgFbwOSBPyAIsXL9Z6rUKFClJWQ4VCIWV1LHwP1Lzu7u6Ou7v7a7ja77fLly/Tvn174M+AvyZNmqCnpyf9LpPJpPuOZiEAFAQA6ujoUKtWLR48eCBtA2jatCnXr1/nwoULfPnll8hkMp4+fYqVlRVQEBgvvBrGxsZUqVIFgHr16mFgYCBlXXv48CEXLlyQAtQePHiAWq3GxMSkRJ5NFPd9ufB34169evHjjz/y7NkzKSOQIAiCIAiCUJQIzBEEQRAE4Z2keXhoaWlJdHQ0Q4cO5c6dO9y/f58GDRrQoEEDmjdvLj2EXLNmDevWrUMul0urjuVyOWXLlqVs2bLSqr9Lly4xcOBAoGAC9c6dO+9dYE7t2rWlh+Eamt8LT/xqJtF8fHzw8/PjxIkTxZajeJVSUlKkf9vWrVszY8YMypUrR6lSpXj48CGHDx/mq6++Ijg4mI0bNxIVFUVeXh7W1tbAnyUi/kqLFi2KTC507969yH7FTSIcOnToX/ZMmyYbk4ODA8eOHSsS6BMQEMDPP/+MkZERjo6OUpaAfv36ERgYiKOjI0OHDi02uOxdkZ+fz88//4ylpSVyuRy5XI6fnx+3b9+mSpUqVKhQAQMDA0xMTLCxscHZ2Vnr/T169KBjx474+PhQrlw59u7dS8uWLbl69SpKpZLNmzdTu3btIpl2BKEkpaens23btpcG5igUCmJiYggKCpICPv6OsLAwvLy8tMrcCH9PcZ87169fp2XLltIYQi6Xc/r0aWbMmEFubi7nz58vcpwLFy4QHR2Nnp4eFSpU4O7du/To0YOcnBwqVqxIly5dGDBgACtXrqRXr15kZWVhbGzM5s2bOXLkCJMmTaJUqVL4+fnRu3dvBg4cyJ07dzAzM2PNmjUMHz6cL774gkaNGvHDDz9gamoqrWp/8uQJjRo14qeffiIwMJAbN25w584d7O3tadKkCWXKlOHixYsEBwczfvz413IdNVnQiptIfJFmYvfChQucPn2apUuXkp2djYeHB9evX2f8+PE8e/aMS5cuSZPGJU0mkxXJaufm5gZojxMKBz8VlwWvcNnJ4sZXVlZWUskZDc14rPDPHTp04OjRo0Xa2L9//yJBxnXr1uX06dO4urpy6tQp6tevz7lz5/6yv8LroclyEhoaikqlIjs7u8jCAUtLS2JiYtDV1eXZs2d4e3uTkZFB3759cXJy4siRIxw+fBi5XI5ardYKEAwLC6NChQps2rSJe/fuERcXpxV0uGTJEm7dusWRI0fIyMjgs88+Y/fu3Tx69IiAgAByc3MZNWoUTk5OUrYOTZDdi+MwoWSZm5tz/PhxunXrJmVHejGzlkqlIjMzE0Ar62diYiJWVlbcuHEDExMTaZuFhQXnzp1j5MiRmJubM2DAAOl+nZeXR1JSkhhn/EvFZV79q6xrlStXpmnTpkRFRaGjo0Nubi4ymeyNXf/iAuqKK7lc+Ltx//7930TTBEEQBEEQ3mkiMEcQBEEQhHeSpvZ6YmIiderUITc3l/Xr1+Pv7y9NAhV+cPXTTz+RkJDA1atXGTZsGFDwsDIrK4u0tDRSU1OBgoecCxYskLJ4vPiA80O0aNEiduzYwfPnzwkPD3+t56pdu7b0b3vq1Cnq1asHQM+ePZk3bx4NGjRAR0dHKhGhmWDMzc3lyJEj7+TD4uJWniYmJkoTfg8fPpT+/3xxJWxxwWXvAktLS/r378/Dhw+5f/8+H330EQDlypVDrVZTp04dKaNR1apViY+PR61Wc/jwYen9bdu2BQoyiWh+dnNzo0GDBtjY2BAUFEReXh7+/v40aNCgBHopCAWOHj3KuHHjpOCI/Px8FAoFW7ZsYefOndJ9deHChQB4eHjwyy+/sGvXLg4cOKCVZeNlwsLCGDBgwDt5DyxpxX3u1K1bl4SEBFQqFXK5HJVKxbx58wgNDcXMzEy6p+jp6ZGdnU2PHj24fPkypqam+Pj4EBMTg7GxMRcvXqRatWqcOHGCLl26kJqaSrt27bh79y4LFy6kV69eeHh4sHfvXuzt7dm8eTN+fn7cvXsXCwsLrK2tOXr0KKtWrSIpKQkXFxe6du1KSkoKlpaWzJgxg9KlS7Nnzx7c3d1p0aIF6enp9O3bl1WrVtGvXz8WLFiAi4sLv/32G999991ru45yufylE4kvjqU0/5+am5tjb29P7969gYLP8i+++ILJkyejUCiwsbGRSknm5OS8traXlFc5vjp8+DCTJk0q9jju7u4MGDAAW1tbTE1Npc9M4c17MctJcQsHCouKimLhwoWo1WopSG3SpEkMGjSISpUqFVseTzOuTElJoVmzZsCfQYcA9evXl8aOGRkZQEHmDk2ARnp6+kuD7MT3oreHm5sbu3btwtbWlrJlyxa7T0BAAE5OTqjVar7++mtp+5YtWxg7dize3t6UKlUKgIMHD/LTTz/RqVMnqlevztSpU/H19SUjIwO5XM7y5cvfSL/eV5rsMteuXftbGWjlcjlffPEF9vb2yGQyLCwsimSmEgRBgIKgbc3CDij4/J82bVqRxXj/RFhYWIlnqxQEQXhficAcQRAEQRDeSXp6ejg7O5OdnU14eDju7u6cOnWK8uXLFzsJb2Vlha2tLba2ttK2yZMnY2trS8uWLalatSpQUGJhyJAh5OTkoKenx9atW1/6sPNDMW7cOMaNG/dGzlWlShUOHz5MuXLlaN68Oc+ePaNv374sX76c4cOHs3PnTqDgYbSjoyMbN27EyMioSImIN+nFByF/R0REhBRAFhYWhp2dHfXr15deb9GiBREREZQpU4bc3FzpAW5xK2FfDC57V/zdSVy1Wi2Vsnrx/Rov7l+rVi1CQ0M5evQo8+fPZ8mSJa+/Q4LwEnv37mXu3LnY2tri4eGBUqnE0NCQQ4cOMXHiRBo2bMjkyZOlSbMVK1Ywf/58MjMz2bhxIwkJCZw7dw5XV1fWrl1L+fLltUqhzJgxQ6v0iSbrm/D3VK1alXr16tG+fXupNIyxsTG9e/emffv2GBoaEhISgru7Oz169MDS0pKKFSsCBSvKhw0bhqmpKb/++ivNmjVj3rx5PH78GIAaNWoQExNDSEgIAAkJCfz222+Eh4ezc+dO9u7di4WFBbdv36Zly5Zs3bqVvn378t133zF27FgWL16Mr68v3333Hd9++y3Tp09HLpfz/PlzSpUqRW5uLoaGhri4uJCSkkJISAhxcXGcP3+ekydPUr58eVq1aoWpqSnZ2dmvPQPgyyYSrays6NmzZ5FsPb6+vgwbNoyffvoJtVrN7NmzcXV1ZdSoUVhYWEgTxu3atWPw4MGcO3eu2Cw076pXOb7q2LEjx44dK/Y1PT29Ipn5HB0dAUSJvDfsxSwnxS0c0GTW0NXVlTIj5uTk0KFDB6CgJKurqyuzZs1i9+7dRTJxaMZHLwt2v3LlCllZWWRkZEhj57+brUMooMluVzg71dixYwkODtYqGfU6yeVyVqxYUexrmsxaXbp0oUuXLkVenzdvXpHMWhMmTND6LmJsbMz27du19nmd5RDfd+XLly+SebXw/Vfzc+HMti4uLkXK8Yp7tiAIgiAIwrtNBOYIgiAIgvBOsrS01AqE+PXXX4vsU3iFSHGr/Nzc3KSsJBr169cnMjLyFbZU+LsUCgUNGzbk6tWrXLp0iaNHj/Lzzz8zZ84cAJ49eybtK5PJiImJKXKMwoFXbwNNtoUXRUREULdu3Ze+b8aMGbi5uaFSqfjoo4/YunWr1jE1igsue5f8nUlcTYmGf1JCITAwkOPHj/P06VOCg4NfYw8E4X8bMWIEQUFBBAYGUrt2bRwdHVm9ejUtWrTAyMiIUqVK4e3tTYsWLVCr1UyePJm9e/eiq6vLvXv3aNq0KU2aNGHUqFGEhITw8ccfa5VCkcvlWqVPhL+vcKmGKVOmaL02YsQIRowYIf1ubm7OkCFDtPbp0KEDXl5eNGvWDENDQyZMmIC+vj4xMTF0796d8PBwPD09uX79Or6+vgAYGRkxbtw45HI5DRo0wNHREZlMRsOGDUlOTmbixImMHz+eQ4cOYWRkxLlz53j69CnTpk3j8uXL/Pbbb3h4eADQuHFj/P39uXr1Kl999RU//PADN27coE6dOly7do0WLVrQpk0b1qxZQ8OGDd/IdSxuIrHwfbhwWSZDQ8NiV/MWd7/XZEwThHfZi1lOils44OrqSs+ePfHx8aFbt27Y2tpiZWVFhQoVgIIskpox8ZYtW6TsJidOnKBmzZrScapWrUrnzp21gg6hIGBwyJAhXLlyhZ9++qnYdopsHQX+bsaAHTt2EBAQ8MaCcgRBEAShsMTERLp27UpOTo5Whszdu3czb9488vLyCAgIwNnZmc8//5wzZ86gUqlYt24dNWvWZMeOHcyZMwdDQ0MpCDM2NpZt27YBsGfPHhGgKwiC8IrIiqv3XVJat26tPnXqVEk3QxAEQRCEt9y/yVAivJ3u3r2Lp6cnubm5NGvWjMzMTKKjo+nevTsXL17k1q1bDBw4EBsbG2bPnk1WVhZjxozBy8uLwMBAbGxs0NXVZf78+ajVakaMGEHXrl3faB+USiXBwcHk5eVJD0LGjx9PpUqVcHFxoWbNmkybNg2AoKAgypUrh5OTE82bN8fHx4fY2FjKly/P6dOncXR0ZPr06Vy5coWhQ4dy8+ZNhg4dyrRp0xg8eDBly5YlMjKSpUuXYm9vT7du3Xjy5AkHDhzQmgwYPXr0v84qoFAotCZOBUH4b/744w8MDQ3x9/dn165dNG7cmA0bNtCuXTuqV69OREQEHTt2JC4ujnbt2tG4cWPq1q1LZmYmSUlJPHjwgJSUFJo2bYq1tTWVK1emcePGdOvWTTpHcav3hTdj06ZNXLt2jSlTpuDn50e7du2IiYnhp59+4tNPPyU3N5fExESmTJnCzJkz2bVrFxMmTCAvLw8dHR0cHR1xcHDAw8MDIyMjAgICiIyM5Pjx48hkMpo1a0aVKlUYNGgQ9+/fp1+/fty6dYuFCxfSpEkT1q1bx507d/j99985dOgQ4eHhtGvXjooVK7Jy5UrmzJlD1apV+fzzz5k3b15JXy5BEEqYjY1NiWfdeBXf5f5tqQ6lUsmCBQtQqVQ8fvyY4cOHs3LlSgwMDFi2bBkDBgyQvpdYWVnx/PlzTp48KWWpi4yMRKFQYG1tTUxMDH5+fhw+fJgLFy5w5MgRgoKCuH37NikpKdSuXZvQ0FBSU1MZOnQoT548oVGjRi8NiBKE99HbcM8RhPeZUqlk5syZREdHs2nTJq5fv865c+dYvXo1dnZ2xMTEoFKp6Nq1K7GxsTx79ozSpUsTExPDgQMH+Oabb2jbti2HDh3C0NAQlUrF6tWrSUhIYOHChQwbNoxRo0bRvHnzku6qIAjCW0smk51Wq9Wt/86+4qmdIAiCIAjvnMIrs4V3W+XKlYmOjkZXV5cBAwYwffp0AEJDQ7Ue2j979gxnZ2fy8vJQKBR4eXlpHef58+fs27evJLoAQHZ2tvQgZP/+/Tx48ICYmBh0dHSwsbFh//79QEEWgKNHj2plt4iNjUWhULBw4ULatm3L9OnT8ff3Z+3atdSoUQMPDw9u374NIE3KA/z+++8YGRmxZ88erbaoVKr3qtSHILzrli5dyrZt27hz5w7Nmzfn8ePH9O7dG5VKhZ2dHR06dODcuXPMmTOH0qVLc/XqVY4ePUrDhg2pVKkSzs7ObN++nfj4eHJzc9mzZ49WKRS5XK5V+kR4s3r27EmfPn3o0qWLVOIK4N69e2RkZJCXl4e9vT1jxoyhdevWjBs3Dn19fUaNGkWvXr0YMGAAsbGxWFtbs3btWvT09DAyMiIiIkK6z6empuLr60tGRgbt2rUjPT0dgAoVKkilRmbOnIm3tzcymYxq1arh7OzMkiVL6NGjB6amppQuXbpEro8gCMLbQqlUSlnGvv32W/z9/Zk4cSKRkZEsXryY9evXSxOWycnJ1KpVixs3bmBoaEiZMmVYtmwZV65c4ezZszx58oTu3buzdOlSbt68ybNnz6TsYI0bNyY0NBQnJyfS09OZM2cOU6ZMwdramsmTJ3Ps2DGsra1L+GoIwr/3sqywgiCUjBYtWgAFmcWXL19O1apV+fHHH/n1119xcHAA4MGDB6jVaubNm0dsbCy5ubk0atSI1NRUatWqhaGhIfBnScwmTZoAYGZmJn33EARBEP478dROEARBEARBKDGPHj1i+PDhpKenk5KSwt27d4vd7/Tp08yYMYPc3FzOnz9f5PWWLVu+7qb+pRcfhDRv3lzKYCOTyShXrhzAS1PcN2nShJycHC5evEi9evV4/Pgxjo6OpKWlYWpqirOzM7m5uchkMmrVqgXApEmTOHDgAD4+PrRp0wZ/f3/09PSIjIxk1KhRxMfHs3fvXkaOHEm1atXw8fHB29u7yCrfoUOHsnv3bqZPn07r1q3Jy8uT2iWy5wjCfzd27FjGjh2LSqVi2LBhPHz4EB0dHb755humT5+OWq1m8+bNdOnShdjYWA4cOEBQUBA2NjZSQEepUqWws7Nj7NixRUqh7N27V6v0Se/evUu6yx8UfX19du3apbVt8ODBQNHySx06dODo0aNa2zZt2lTkmC4uLjx9+lT63djYWArA0dCkmdfw9/fH399fa9uXX36Jj48Pq1evfutKPQqCUDLelswVhctuREREEBgYyJkzZyhXrhzr1q0jLS2NIUOGULlyZZKTk/nqq68ICQnh2bNnREVFAXDnzh169OjB/fv32bBhA3Xq1Pmf583NzcXb25tFixYREBBAamoq/v7+tGrViiVLltC4cWOePHnC5cuXadWqFcnJyaSlpbFz507MzMzo378/DRs25PDhw3h5eaGjo4OzszMXLlxg/PjxBAUFSZOZ1apVIyMjgwsXLvDll18ik8l4+vQpVlZWr/Xavuv+bgkxjf+SKVT4ayqVCl9fXylj1B9//IGVlRV3795lwoQJfP755+Tk5ODm5sbUqVPJyspi0KBBpKamUrduXVatWiUda968ecjlciZMmFCCPRKE91NiYqL0X3t7e86fP0/ZsmWpXr06sbGx6OjokJuby+PHj1EqlRw+fJjo6GjWrVuHsbExN2/eJDs7GwMDA6l0euHSVW9T1RVBEIR3nQjMEQRBEARBEErM+vXr6dmzJ4MHD8bT05Pr168Xu9+8efMIDQ3FzMyMBg0aFHm9pFfsFfcgREOlUpGZmQlAfn4+QJHsFjKZjB07dlC6dGk8PDzYuHEjfn5+nDp1ivDwcMzNzWnRooWUSQeQ0v+Hhobi7+9P9erVOXPmjHRetVrNwoULSUxMxMjICEdHRzw9PQHo168fgYGBODo6MnToUGbPns3BgwdJS0ujc+fOr/lqCcKbk5KSwrVr16hbt26Rkhf37t1jxYoVRYIZNEJDQwkJCWHGjBm4urr+57bI5XJWrFihta1Lly5av2sC4QoHXRQ32fTicTTBP4JQ2Mcff/zWTMIL7zZRikR41Qpnm1y8eDFZWVkcOnSItWvXEhISQv/+/UlLSyMmJoaNGzcSHh7O/v37mTVrFlFRUbRs2ZJ79+4RHR3N6dOnmTt3LiEhIf/zvA0aNOCPP/6gVq1a6OrqYmxsTEZGBllZWZQpU4bevXtL30ugYHFAhw4dMDMzQ6VScenSJVJSUnBwcCAjI6PY7yAvTmaam5szYMAAWrVqBaAVBC9oU6vVfP/992RmZmJqavq3xl//JShH3Nv+2s6dOzExMSE0NFTK9Oju7o61tTV//PEHSqUSmUxG586dGTduHMuWLcPJyQlfX19pch/g22+/BRBBOYLwmujp6eHs7MyzZ8+QyWQkJyeTn59P27ZtsbS0pHLlyhgYGGBvb4+hoSFVqlShVKlS6Orqkp+fz5QpU+jUqRNlypSRslgLxXuxHOc/La35T4NPBUF4/4jAHEEQBEEQBKHE2NnZ4eXlxY4dO/5yP3d3d3r06IGlpaVWqZC3heZBSHZ2NsHBwVqBOQEBATg5OaFWq/n6668BtLJbaFy/fh1DQ0MSExORyWRMmzaN0qVLU7duXdLS0jh+/DhPnjwhPj4ePT096tevz61btwgODmbz5s08fvyYadOmoaurS3JyMl26dOH06dM0aNCARo0acf36dTp27MjFixe5c+cOLVq04MyZM4waNYrExETi4+NxdnZGpVLRrl07US5OeC+kpKQQFxdH3bp1i7xWtWrVlwblAGzevJn4+HgMDAxeZxMFQRAE4YNTONukv78/48aNA6B169YcPHgQAAsLC+RyOdWqVdPKQpOWlgZA06ZN0dXVxdLSkitXrvyt88rlckqXLk1KSgp5eXk8fPiQ8uXLU6ZMGTIyMvj222/ZsWOHlB3gm2++Yd68eVhaWlKtWjXMzc0xNDQkNjYWmUyGnZ0denp6f5lNYOrUqVI5QrlczvLly/9Wdp93nVqtZsSIEVy6dAlDQ0M++eQTzp49y9y5c3FxcWH58uWsWLGClJQUbt++Tc2aNQkKCsLAwIDRo0fj6urKmDFjpExKa9as4dGjR3h5eaGvr4+joyNTp07FxsaGjRs3MnHiRDZs2EB+fj4ODg4cOHCA0NBQwsPDAVi4cKFWltXCgSNC8S5fvkz79u2BPxfCaALMrl+/zvjx43n27BmXLl3iwYMHXL58mZEjR2rtn5mZyYYNGzh+/Pgba/eLE+eC8D5TKBTSs5vNmzeTnJzMwYMH8fX1pUaNGuTn57N69Wo8PT355JNP0NfXx8vLCw8PD5YsWUJERAQeHh64u7tLx+zUqZP084tZOoU/KRQKQkNDtbaNHTuW4OBgDh8+TM2aNYt9DiEIwodNBOYIgiAIgiAIJaZFixYkJSVpbdOUACn8gGHIkCEMGTJEa7/CDwhKMoikcDs1Cq+W6dKlS5GsGIWzW2jKztSpUwdHR0euXbuGk5MTKpWKo0eP0rp1ay5duoSfnx/79++nadOmKJVKPD09uXnzJv379yc1NZWkpCSCgoIIDAzE0NCQ/fv3o1AoqFq1KuvXr0ehUBAXF4e9vT3BwcF069aNvLw8AgICOHHiBIsXL+bjjz/m7t27XL58mZMnT77RB6iC8DosW7aMI0eOcOzYMdRqNX369OH69evs3LmTvLw8aXXb7t27mTdvnvQ38fTpU06ePEmXLl1YsWIF9evXL+muCILwlvLx8eHixYts2rQJMzMzrdc0Wbvs7OzeeLuOHj3KuHHjKFOmDAMGDODatWsEBQURFhYGFIxfvL29KVeunFYpoObNm2NhYcHly5cJCQmhTZs2AOTk5NCtWzeio6OBguDqqKgo9PT03njfhHdf4WyTAwcO5PTp0wCcOnWKevXqAdqZZ4orqXHu3DliY2NZu3at9J7/pVatWgQFBWFubs6SJUuQy+UsXryYFi1aYGlpyZw5c8jMzGT69Olcv36dvLw8zp8/T58+fQgODkZPT4/Ro0fj5OSEnp4ee/bsYd++fVy7do3Q0FCt7yeavzWgSDnCD8Hu3bupWbMmS5YsITIykjNnznD//n18fX3p3r07NWrUAAqyGIWFhTF8+HCGDBnCxYsX+eyzz7h+/Tr37t1DR0eHBw8eMGzYMBo2bMjjx4+pVKkSVatWJTMzk4sXL1K9enUiIyPZtGkT+fn5PH36lHv37jF9+nTq1auHsbExgYGBfPHFF8yfP18KGtLQlFnq2bNnkcCfD5m5uTnHjx+nW7duUiCTJuBmyZIlTJ48GYVCgY2NjZQd6vjx4zRp0gSVSoVcLqdcuXJ89dVXeHt7s2bNmhLPdFscTVsF4V137do1KfC1VatWUmnGR48ekZ6eTvXq1blw4QKnT59m6dKlZGdn4+HhUcKtfvdoynEmJiby+PFjafvnn3/OmTNnUCgUtG7dGldXV86ePcucOXMwNDTUGiPcuXOHYcOGERoaSrVq1UqgF4IglBQRmCMIgiAIgiB8cP6qhE1YWBheXl5v/OFcz549+eGHH7h79y7lypWjZs2aXLt2DV9fXy5duiStIDYzM+PJkyekpaXx/PlzqlevXuRYZcuWBQoCgPz8/OjYsSOnT5/GwcGBxMRETE1NUavV6OnpYWJiwldffYWnpyf+/v6ULVsWXV1daTWkILzLfH19qVu3Lj4+Pri7uxMTE8OGDRv44YcfqFSpElDwMP67774jLi4OlUpF165diY2N5ccff2TgwIFERESQn59f7P0iMDAQGxsbHBwcXmm7FQqFVNZKeP+Ildzvl0uXLr20FIoma1dJBObs3buXuXPnolAoOHDgANeuXSuyT3GlgG7dusWRI0fIyMjgs88+Y/fu3QDo6+tTq1Ytrly5Qn5+PvXr1xdBOcK/Vjjb5NatWwkICKBjx44YGRmxfv160tPT/+cxNGPYGzducOjQof+5f+Fg+kGDBjFo0CCt193d3V+aMWDfvn3Sz5GRkVrv69OnD3369Pmf5//QXLhwgY0bNxIVFUVeXh7W1tZ89tlndO3alcWLF0v7Fc6e1LBhQzIyMvj4449JTU2lSZMmbNq0ic2bN7NgwQJOnDiBvb09aWlpLFq0iAEDBpCfn09OTg5mZmZs3LiRrKwsevXqxapVq8jKyoHIDAYAACAASURBVEIul/Prr79iaGgIwPPnz6V/z5kzZ2qVWQoNDcXX15fBgwf/ZRakD4Wbmxu7du3C1tZW+n6p4erqyqhRo7CwsKBUqVIADBs2DC8vL9asWUO9evVYuXIlULBQ5dGjR4wZM4Yff/zxjbQ9KSmJ7t278/jxY6Kiohg2bBh37tzBzMyMNWvWEB8frxWk9fXXX9OqVSvi4+OZM2cOzs7Ob6SdgvAq1alTh8TERFxcXEhISKBChQp89NFH+Pn50b17d6Ag4M7e3l5aIJabm1uSTX4nTJw4kUGDBnH37l1GjhxJ7dq1qVatGmXKlGHSpEkkJSWxYsUKZs+ejYuLC1OnTsXDw4O4uDju37/Pb7/9xsiRI5kxYwZPnz6la9euDBs2jOXLl4ugHEH4AInAHEEQBEEQBOGD81clbMLCwhgwYMD/DMx51Svr9PX1+frrr5k3bx4mJiZUqlSJCRMmcPr0aeLj46XVwF9++SXVqlVj1qxZfPXVVwA4Ozujq/vn0H7BggVAwQNuBwcHVq9ejZOTE1FRUejo6JCbm4tMJqNp06ZAwUPXVq1aER4eTocOHcjPzychIeGV9U0Q3gaakhhmZmZcuXKF/v37k5SUxMOHD7lw4YIUXPPgwQOtyZiqVatKmbwE4Z8Sq7DfbYWzzvTv35/NmzeTm5uLsbExmzdvZvr06Zw9e5Zu3bqxa9curbIta9eu1cra5eTkRJMmTXB1dWXHjh1cvXqV8ePHv7a2jxgxgqCgIFasWKFVOlOtVkvZR4orBVS/fn3Kli1L2bJlycjI0Dqmp6cnGzduJD8/X6ywFv614rJNFg7UAKhQoYKUgbLw/oU/j5VKJUqlkuDgYEaNGkVOTg4RERH8+OOPxMXFIZfLWblyJWZmZjg7O2v97d66dYshQ4ZQuXJlkpOT+eqrrwgJCeHZs2dERUVRpkyZ13kJPgjm5uZ4eXlJ97mcnBx69OjB9OnTmTNnDtOnTweQJpETExO1Ap2NjY1JSkqiefPmJCQkUK9ePX7++Wfy8/NRq9VcvHiR1NRUDAwM2LJlC59++ikrVqwgJyeHpUuXsnLlSho3boxSqWTfvv9j787jasz//48/2kSLpERlK/uSnaGFU5GEZAZ9LENZohljTH6WRBOTsmdsY5evfR1LQ43kkMxYJxNTQ3RIIiVb0XbO749u55pSZswMGrzv/zius13XdTrnOud6v96vZyRnz54FKBVn9WLM0qBBgwgKCmLo0KEMGzaMXr16va3d9Z+kqanJ+vXry73O1dW13OKVvXv3lvq/unB1yJAhDBky5PWv5J84dOgQc+bMYe/evTRv3lzqDLdr1y4sLCykIq2JEyeSmZlJYGAgBQUFjB8/HldXV+Lj41EqlbRr104UVQvvBA8PDwYMGEDPnj0xNjYmPj6etLQ07ty5w71799i2bRvVq1dHT0+PRYsWkZiYSNu2bXn06BEHDhwod9KXALa2tsTFxZGeno6JiQktWrQgKSkJCwsLnj17houLC5s2bSI1NZVffvmFoKAg6tevT0BAADt37mTr1q24u7szePBghg8fztKlS1m8eHGZTpuCIHwYxNkhQRAEQRAE4YNw+vRpPvroI5ycnNiwYQPDhg0jPz+fPn364OjoyKBBgzh79izx8fE4OzuzefNmkpOTcXFxoVu3btJJOC8vL+lk3es2bdo0zp07x8GDB4mOjmb8+PFUqVIFBwcHtm3bxrhx4wAYOHAgR44ceeXZuZqamvj5+eHs7Iyjo6MUo/UibW1tvL29sbW1Zd++fa9tuz5U9vb2AMydO5e0tLQKXpsPk46ODkVFRUDpGIyUlBQWLlxIcnIyH3/8MXl5eSxYsIDJkyczatQo+vTpw4kTJzh06BAnT57EwcGB+/fvY21tTbVq1TA3N+fWrVsATJgwgS+++ILWrVuzY8cOPv74Y1q1aiXFdGzZsoXOnTtjZ2cnLevSpQvjx4+nTZs20qztNWvW0LlzZ6ZNm/Y2d5HwF148dsyePRuZTIaTkxMKhYKCggKaN2+OlZUVLVq0oKioCIVCgaOjIwMGDCA8PJy4uDjs7OxwdHRk586dwB8zue3s7Hj69GkFb6XwMuquMzExMfj4+BAREcHJkydp1qwZMTExBAcHY2NjQ0REhBTbEhMTw/jx41m1ahU+Pj58+umnHDt2jCFDhkiv/+7du/H09Hyj625sbMzKlSuZN28ec+fOJT09HaBUhOjly5cpKiri0qVLUhRQcnIyOTk5Uge/krp160ZsbCyxsbGluokIQkV6/vw5R44cYezYsaxYsYK0tDTkcjkrVqwgNDQUbW3tMu9dgOzsbHbs2MHkyZPZtGkTP/74I25ubkRFRVXwFr0f3N3dUSgUODk54eTkxLx58+jfvz+TJk0iISGBK1euAMWddZydncnNzS1VNGNlZUXlypWJjo6WfgeZm5uTn5/P06dP+eabb7C0tMTQ0JCFCxfi7u5OTk4OOjo6WFlZYWNjg5mZGV27dsXX15fLly8DlCqWrVq1KqGhoXh7e6NUKtHR0WHx4sVs3LiRwMDAt7vDhNeqZcuWAFhaWqJQKKS/LUNDQ6kQVb1syZIlmJmZYWZmhqWlpdSxKz4+nosXL1bA2gvCP6Orq8uhQ4eIiopix44dzJ07F09PT/r160dUVBQnT56kZcuWeHt7s23bNurXr090dDR+fn5liuqEP9jZ2XH69GmuX7+Os7Mzx44do2bNmuTk5NC3b1+0tLQoKipCLpfTtm1bZs2aBYCRkRG3bt3i8uXLLFmyBJlMRlxcHN27d2f//v0iOl4QPlCiY44gCIIgCILwl96HGf8lIx1SUlKIiYnh1q1bmJqaEhERIc0gb9OmDdHR0Whra+Pp6cn69eupXbs2lpaWbNu2jfv372NmZsakSZOYMGECp06dQl9fn4iICI4cOcK0adPo0KEDKSkpf3vW0blz58ose3EGsVrPnj0xNTUFSs8kLplbXb9+fWm2sZubG25ubqUeo2T0hjo2Z9y4cVIBkFC+v3o/qGdUqolCi4rTsmVL/P39uXHjRpnIlcePH3P79m1SU1PZtWsXvXr1olmzZiQnJ+Pm5oaxsTG5ublkZ2dTo0YN5s6dy/r163F0dMTT05OZM2diZWXF48ePmTFjBkVFRbRr1w6FQsHFixdZv349YWFhLF26lLi4ONLS0hg/fjwRERFkZWWVmpXbvXt31q9fT1xcHGfPnhUn6f5DSh47EhISOHPmDHK5nMTEREJDQ1m1ahUTJ06kUqVKJCcnExMTQ6NGjcjIyCA6OhotLS0cHBw4cOAApqamKJVKKXJFPZP72LFj9OvX72+tl7qrU8mCM+H1K9l1ZsyYMaxatYq0tDTu3btHo0aNSt22vNiWkurUqcODBw/Iysri4cOHb3xW8urVq9m3bx9Pnz5l6tSphIeH4+bmJsX4QXEUkIeHBydOnJC+g9SpU4eRI0eSnJzMypUrSz2mpqYmrVq1orCwsNzj4MSJE1m0aBFaWlqvtI729vYvjQEThFdVMgrJ398fHR0d6Xuxubk5OTk5+Pj4lHrvNmrUSOqkZ2FhIQ3iW1hYkJ2dXVGb8l7R0NBg2bJl5V63Z88eoLhIcfjw4VKnHIVCQYMGDejWrRuFhYV88803qFQq6ffMmjVr8Pf3R1dXl59++gmAqKgo2rVrR8uWLQkODpYKnvv37y8NNHfq1IktW7YQFxdXZl1Kxiw5ODiwfPlycnNzGTZs2OvdIcJbFRMTw+XLl7l8+TLbt29HQ0ODXbt2cffuXS5cuMC2bdto2LAhgPR5sWLFCjZv3kxSUhIXL15kzZo1ZGVlcfz4ccaMGSM99rp169i0aRMA3377bamCMkH4L7l16xY7d+5k7dq1jBo16qXHQXVHWaF8ZmZmpKenU7t2bWxsbFi+fDlKpZK0tDR69OhBUlISOjo6GBgYEBcXx+HDh9HU1ESlUuHv78/EiRMxNDRk/vz5pKSk8Pz5c4YNG8aAAQMICwujWbNmFb2JgiC8RaIwRxAEQRAEQQCK24sPHDiQ/Px8qlWrhqurK5s2bcLExAQ3Nzfq1q3LjBkzAAgODqZ79+5ER0eXWSaTybCzsyMqKoqxY8dy4sQJEhISmD9/Pj179qyw7Ss5uPbFF18AxXENNjY2DB06lPbt2+Pn51fqPr///juffvop+fn5PHv2jJ49e5Kens7SpUt59OgRcXFxUnHOqlWrqFevHs+fP2fXrl1s376dvXv38uWXX/7pev3doqekpCRGjx5NSEjI398Jwj8ml8tZvHgxKpUKHx8fFixYQGFhIYGBgbi6uvLll19K7c7Hjx9f6r5eXl7MmDGDbdu2ERMTQ25uLoaGhhw7dozZs2dLcQvr1q1DqVQyfPhwdHV16dGjB9OnT6+gLX4/GBkZSUUQauqT7/Pnz0dLSwtHR0eguIhHLpfTuHFjCgsL2b17NwsXLuTBgwfUqVOHxMRE9u7dS3Z2NkVFRXTs2BErKyuMjIx49uwZM2bMoEGDBlSuXFka2HNwcKBevXro6OhQv359KRamRo0amJmZAfDw4UMyMzOpV68e2tratG/f/u3tIOEvlTx22NjYIJfLkclkqFQqrl+/To8ePbh27RpVqlQhPT0dKysrQkNDyczMZPDgwezatYvHjx/Tr18/KlWqxLhx4zA1NSU5OZmuXbuSl5eHubk5Y8aMwc/Pj2bNmrF06VLMzc2RyWSMGjWKJ0+e0KxZM1auXElQUBA3b94kLS2NrVu3UqNGjYreRe81ddeZO3fu0KBBA6ZOncq2bdsICAgoFXkHZWNbCgoKOHv2rNS1C4o7SIwbN46+ffu+8XWfOHFiqQ55L3boUSgU1K5dmy1btiCTyaSOOYaGhlJnH7WSxTMaGhovjSNRR2kKwtuk7kZ36dIlRowYQWZmplQQUlBQwMGDB2ncuHGZ927JwsaSl198bwtvT8lJBWol/9+pUyeOHTtW6norKyupmGrMmDFSAYWOjk6Zz7IXY9TKi1l6093MhLfD0tKSuLg4kpOTqV69OvHx8cjlcrS1tQkICODhw4elYh4BDhw4wPHjx+nVqxdt27bFx8eHwsJCRo8eLU1iyczM5ODBg5w8eZLs7GxGjhzJ/v37K2ALBeGvNWjQgGHDhpGTk/OXx0Fx7Ptz5ubm2NjY8L///Y9JkyaxY8cOvvjiC9q3by99l46IiEAmk7F48WLOnDnD9OnTcXZ2JikpiTFjxjB79mxUKhWhoaEYGBhIhaSCIHxYRGGOIAiCIAiCAMD+/fuxtbVl2rRp+Pr6ApSa8W9vb8+PP/4IFGfKd+/enaCgoDLLAAYMGEBgYCAWFhb89ttvFBUVMW7cuAotzCk5uDZq1ChMTEzIy8vjq6++QlNTExcXF4YOHSpF32hra9OkSROWLFnC5MmTSU5O5tq1a1y8eJHOnTvTrl07+vfvz5o1a0hPT0culxMcHIy2tjb9+vUjJSWFfv36oVKp+Oyzz/j999+pUqUKW7Zs4dKlS1KRx2effUavXr1eeTuaNm0qZpdXkPz8fA4fPoyTkxMxMTEolUp69eqFq6sroaGh6OnpER0dTXh4OPXr1+fevXs4ODhw9epV+vfvT2BgIJcvX+bEiRPUqVOHn376ibS0NLKzs6lbty6DBw9GS0sLfX19nj17Rn5+PgDTp0/nxIkTVKpUia1bt2JhYVHBe+L9YGVlhZ6enjRru6CgACjuFhEXF0d4eDijRo3C3NwcgLp163Lv3j0UCgVHjx5l8+bNwJ8P7Ono6EhxR2lpaRgZGZV7O1NTU27evElRURG//PLLm91w4W8peewYOnQoLi4uLFu2jF27dpGUlESLFi0ICQnhiy++YOHChWRmZlK9enV69Ogh/Y0oFArOnTsnFX0FBwdjamrKiRMn+Pjjjzl37hwDBgxgz549zJw5k8jISHbv3k1gYCD+/v506dKFqVOnSt0BGjduzMaNGytyt/ynvMmufuquMzdv3mTo0KEcPHiQ8+fPY2RkVKZjjru7OxMmTMDJyQkoLozp1q0b/v7+eHp6snPnTgYOHIifnx/ffffdG1nfV6VUKpk6dSpyuVz6DjJz5kyio6OlCI8zZ84wdepUCgoKGD16NJs2bSIlJQV9fX1iYmLKLb6WyWRER0eTmZmJt7c3z549o0uXLoSGhjJo0CDu3buHrq4ue/bsKROT9a5QqVT06dOHhIQEAgICGDt27N9+DLlcjlwuL9XlUPjndHR0cHV15fnz5+zdu5dVq1Yhk8nQ0NBg8ODBuLm5MWfOnJe+d4WK8198DygUCm7cuCF9lgvvHplMRvPmzZk8eTKGhoZMmzYNlUqFoaEhN2/epG3btujo6GBtbS3dR905ztfXl8aNG5ORkVHuY9+4cYNLly5Jhf2C8F+m7h579uxZsrOzxXHwX1B3yQKkmHJ1wV7Jy+p/7ezsOHHihHT9i0WngiB8uERhjiAIgiAIggBASkoKrVq1AopbwQO0bt1aiiPQ0NCQBlH+bBkUnwDQ0dGhadOm1KxZE6DC28KPGjWKCxcuoK+vj6enJwkJCdy8eZNRo0ZRWFiItbU1ZmZm9O7dGw8PD0aPHs2cOXMYOXIkjx49Qltbm+fPnzNo0CDGjBmDu7s7FhYWNG3alObNm0utsKE4nmTUqFFcv36diIgI6taty3fffceRI0dYtWoVXbp0IT8/X8yQece0a9eOzMxMEhMTpSK0jIwMVCoV8+fP59ixYxQUFGBsbEy1atXIysri6tWrDBkyhGXLltGvXz/atWtHly5dMDQ0JDw8HLlczo0bN6hatSrW1tZoaGjw9OlTzMzM2L59O0FBQcTFxREbGyu1QxZeD2NjYzp06EDXrl3R0tLCycmJmTNn4unpKXVCUqlU1K9fH7lcTqNGjbhy5Qr6+vpoamqiq6tL9erVy0S2rFmzhu+++478/Hxq1KjB+PHjcXBwQFNT86XRdNra2nh7e2Nra0u3bt3exuYLr+jFOKDk5GRkMhmpqam4ubnx0Ucfcf/+fZYsWUJOTg41a9akSZMmbNu2jbCwMPz8/Khfvz5eXl7o6uoybtw47ty5IxV86evrc/XqVZydnZk3bx5jx47F0NAQfX19EhMTmTZtmvS50KlTJw4fPkxwcHAF75WKp+5iplQqGTt2bKkuZk5OTnz88cfk5ORQo0YNdu3aRVxcHFOmTJG6Fj179kyaBR8UFIRMJqNbt25lCmnVXWfCw8OB4viKF6mLZV8W2/Ji166SUZQV5cCBAzRo0ICdO3eiVCpxcnJi0KBBBAUF4eDgwLBhw7h//z4HDx7E0NCQHj16oFKpsLKyIiwsjObNm5cqvnZzcytVfB0aGspXX32Fi4sLSqUSgPDwcPT09Fi3bh07d+4sFQvyLklPT8fQ0JDZs2dTWFhY0avzwXuxAwpAQEAAAQEBpZZdvHixzH3Vg2QlH8PLy+tNrKbwDlEoFMTExLxSYc77EPf8vioZPWNnZ4eHhwe+vr7cvHnzpTGgbdq0ITw8nG3bthEeHk7t2rXJy8srdRsrKys6duxYprBfEP6LyuseW1J5x0FBEAThzRKFOYIgCIIgCAJQfJIpISEBNzc3fv31Vzp27FjqRKNSqeTx48cAUixDecvgj24Q/6XWuC4uLri4uJQ54R4bG1vq/y9GPxw5cgSFQsHEiROJi4vjxo0b7N69WzoJt337dho2bMjChQuJjIykWrVqQHFUTVZWFomJiezYsYOoqCgKCwvp0qULgMiifwdpampiamqKjY0NUVFRaGlpUVBQwIMHD5DL5cTGxnL06FEWLVrEjRs3yM3NxdHRkaSkJOrVq0dMTAwbN26kZs2aPH78mC5duuDi4sKFCxeIjY2loKAAb29vFi1aRL169aSB2ylTpjBixAhMTEyYM2cO+vr6Fbwn3n15eXlUqVIFb29vvL29S13n4+ODj4+P9P+dO3fSunVrqZuYtbU1SUlJrF+/ni1btkgz5qC4WMDOzo5z585x9uxZpk+fzogRIxgxYkSp5yjZ9Uo9q27cuHGMGzfuDWyt8G+8eEyA4kHfnTt3cuPGDWrXro2bmxudO3cmOjqawYMHo6Ojw5w5c6RObEZGRnz//feYmJigVCrR0NAgKSkJgJycHBo0aIC2tjb169dnwYIFeHh4AMXRSMOGDZPizfLz80lISPjgBwHlcjkBAQFcu3aNtWvX8umnn9KsWTOmT5/OvHnzmDdvHklJSTg4OLBz507i4uLo1asXrVq1Yty4ceTk5BAbG4udnR1BQUEoFApUKhVubm5cvXqVpk2bMmLECJYvX8758+fJy8vD2Nj4X3f9+6soSqVSiY+PD9euXUNPT49Jkyb97bhQmUxGhw4dOHXqFCNHjsTHx4dLly7x2WefUVRUxPjx4xk2bBiTJk0iLCwMQBp8DgsLw9jYmMTERJ4/f05GRgYymYxr166hpaVFnTp1MDExKbf4OiUlpdS2XL16lTlz5gDFx86ioiImT55MQkICjx8/pn///v9qX1akKVOmcPz4cfbs2cOqVasAmDBhAvHx8VStWpWtW7diZGRU7rKRI0dy69Yt6tWrR506dSp4SwThwyCXy1myZAkqlYqsrCx8fX3ZsGEDlStXJiIiokxB5po1a4iLi+Onn34qEzu7YcMGALy9vaW455EjR/7l80dHR4ui2gqgjp6pX78+9+/fx9bWlu3bt7/09uPGjSMlJYW8vDw2btyIrq4uXl5eXL58mU8++QQo/o3fu3fvMoX9giAIgiAIr0IU5giCIAiCIAgAeHh4MHDgQHr27ImBgUGpwWaAwMBAXFxcUKlUzJ49+6XL/kvy8/MZOHCgNKjm5OSEs7MzBQUF0iz62NhY6WSpeka8l5cX3t7epKamUrduXapWrUpOTg45OTnY29uTmprKvXv3aNq0KRoaGuTl5ZGamkpKSgqPHz/G1taWLl264OHhQUhICKamprRt25awsDAKCgqIi4v74AdW31Wampr4+fnh7OyMhoYGzZs3Z9myZRgYGODk5CR1nbKyssLAwAC5XI6XlxdTp05lxIgRZGVlYW5ujqmpKTVr1kRHR4crV67g6OjI4MGDSU1NZciQISiVSszMzIDiQdPevXsTEhJCREQEnp6eFbkL3nlpaWl88803L+1e86IXu4llZ2dLhXUdOnQo1aI6MzOTevXqoa2tLRVTCO8nDw8PBgwYQMeOHUlPT+fMmTOkpaWxbNkygoOD0dDQwNTUlIyMDEJDQ+nQoQP6+vp06tSJK1eukJKSwv79+7l16xbVq1dn6NChDBkyBA8PD2xtbdmyZQtLlizB29ubpKQkNDQ0mD9/Phs2bMDe3r7cYgt1jJC2tjYymQy5XP7eRuEVFBQwatQo5s+fT6VKldDR0WH48OGYmJhgb29Pnz59uHDhAmFhYXz//fc0b96cU6dOoVQq+b//+78yhcPqmDADAwNu3brFlClTsLGxoXPnzgQEBJQq1vun/iqK8sCBA5iZmbFu3TqUSiVdu3b9R3Gh/fv3Z968eTg4OODl5cXMmTPZunUrlpaW2Nvb4+npiZ6eHmfOnKFfv348fPiQ1NRUrl27RvXq1WncuDE3b96kY8eOJCYm0qJFCzQ0NEhMTMTExAQHBwc6dOjApUuXiIyMJD8/n5ycHGQyGQ8ePACKi8p+/vlnunfvjlKpJD4+npycHE6ePMnatWvLfMd8l6gH17t3705hYSHnzp2Ttm3Lli2sWrUKJyenMsscHR3R0tIiOjqakJAQKa5SEIQ3T6VSceDAAUJCQjh79izHjh3Dx8eH2bNnl+ls6uPjg7W1NcHBwSQkJJCWloZcLicxMZHQ0FD8/f1LxT0L/11/N3qm5O3VSk7iUXcUKa+wX3g5dQTkkydPOH78+D9638THx6NUKl86uSk+Pp4LFy4watSof7u6giAIgvBGicIcQRAEQRAEAQBdXV327duHtrY2vr6+ODk5lWoD37NnzzKzxctbVvJkl3oASiaT/elg1Juyf/9+OnXqxP3793n69CmPHz8mOzsbOzs7Hj58iIODAxoaGty6dYtmzZoxf/58dHR0aNSoEbGxsVhYWHDx4kW6du3KtWvXeP78OXFxcbRq1YqUlBTpRF21atVYvXo1e/bsQVdXF11dXQ4cOIC5uTmpqalSbNWlS5eYOHGiFP8lvDtKtnd2c3PDzc2t1PURERHSZfXM2AULFkizKffs2UNMTAyurq5UrlxZmikfEBDAkSNHOH78OACnT59mxowZNGzYUHo+Dw8PcnNzAdi9e/cb3tL3n6Wl5d/6PHqxm1i9evW4cOECAOfPn6dBgwbSbU1NTbl58yZFRUX88ssvr33dhf8OXV1dDh06hFwuJywsTBrwS01N5eHDh/j4+DBs2DB27txJcHAwjRs35sCBA7i7uyOXy6lSpQoqlYpNmzZJkUqHDh1i9uzZ+Pv7c+TIEfbs2UNwcDBz586Vog/Xr19P9+7dcXd3L1NsUZ73NQqvUaNGPH/+nOTkZAoKCtDQ0MDc3Jz4+HjCwsK4cOECHTp0IDIykoKCAipVqkRWVhYmJiaoVCqqVKlCeno6KpWKGzduULlyZZKSktDU1MTc3BxXV1eqVatG27ZtAd5Kod3Vq1extbUFiotA/2lcaNu2bdHS0qJevXpkZGSQnZ1N/fr1geLPs4yMDGrUqEF6ejpdu3bl+vXraGtr4+zsTLt27Vi6dClaWlrMmjWLHj16YGVlRWFhodSt7cGDBwQGBnLmzBlWr17N999/j56eHnK5XDpuTZs2jREjRhAcHIytrS3Tp08nOTkZV1dX6tSpg6Wl5ZvenW/N9evXyxRr1qtXr9xlJf+e1MVggiC8eS1btgTAwsKCGjVqSJcrV67Mtm3bynQ2VUtMTCz12aaOoSwZ9/yq5s2bx8GDB9HV1SU8PJy6deuWu6x169Y0b96cq1evsmrVKjp27PgvLzXVsQAAIABJREFUt154VRs2bJA6IIWHhzN8+HA0NTXx8vKSfp8Jf586AvKHH374x48RHx9PYWHhSwtz2rRpI8WxC8LLqONVxSQ5QRAqkvgEEgRBEARBECS9e/fGzs6O3NzcMicm/8vkcrkU91DS7t27MTAwYMmSJXTs2JGEhAS0tLT49ddfOXbsGElJSYSEhKCvr094eDiTJ0/G2NiYFStW0KxZM06ePEnr1q25c+cO4eHhWFpakpOTw4IFC9DX1+eHH36QBsUGDBjAo0ePsLKy4unTp2RlZfHJJ5+goaHB9evXSUxMJCYmBnd3d2QymWhn/h5Tv77e3t6cPHmS48ePM3PmTAwMDDh16hRHjhzhzp07HD58mB9++IFTp04RHh7O3LlzadSokXTSV13k5u/vj7OzM7GxsdSqVasCt+zD5OHhQVxcHD179uTu3btYWlpSpUoVHBwc2LZtW6n4KW1tbby9vbG1tWXfvn0VuNbC21RywK/k5YKCAn7++WcUCgXm5uZUrlyZWbNm4evri4+PDxkZGaUeRx19KJPJmDNnjtR9pLxBCHWxhY6OjlRsUV58pDoKb+LEiVKB3/tAU1MTPT09bGxspA44NWrUYMKECfTr14/U1FRmz56NgYEBlSpVYtq0afTt2xeZTMaVK1cwNjYmMjKSNWvWAFCnTh0+//xz3NzcqFSpEufOnePhw4dcunQJ4K0U2qm7zEDxwIE6LvTx48d/Ky700qVLFBUVcfPmTczMzKhWrRoKhYKCggJu3LiBmZkZRkZGzJ49m3379lGtWjXGjBmDpqYmzZs3x9raGoBOnTpRs2ZNcnJyyMvLIysrC7lcTo0aNTAzM5P2ESB1FZPL5Whra1OrVi2ioqKQy+WEhIRIx7/IyEjWrl1LUFAQQIUUbb9u1tbWZYo1y1tmZWX1Vv+eBEH4Q8nPy5KXmzZtyvDhw5HL5Zw6dYqQkBB0dHSkz9wmTZrg4uKCXC5HLpfzf//3f8DfH9S9e/cuMTExxMXFMXv2bEJDQ8tdBpCamsratWs5ePAgs2bN+rebLryEeoC+JHVUGRQX5pR3m9dNoVAwbNiwV759eHg469ate4Nr9PqpIyC9vb3p06cPXbt2ZcKECQAEBQURHR0NFHctVigUhIeHM3jwYGkyjEqlYs2aNSxYsIChQ4dy584dHB0dsbe357PPPgNKnw9q3bo1w4cPp3Xr1sTHx1fMRgsVJi8vjz59+mBubo6ZmRmdO3emdevWWFhY0K5dO7799ltq166NkZERjRs35tatW5w5c4aqVatibm5O3bp1iYyMRCaT4erqioGBAb169ZIKNM+cOSNFy27cuLFiN1YQhHeSKMwRBEEQBEEQJFFRUcTFxZXbxhlg8uTJXL58mR9//FGa9TtixIhyf5xGRETQvn17xo4dS2Fh4VtZ///3//5fqfUbMGAAmzZtonnz5pw9e5bDhw+TkpLCwIEDad68Obm5ufj5+ZGZmUnt2rVJSEigWrVqVK1aVTohq6OjIw2OlmRkZISmpiaVKlUiPz+fu3fvSh0J9PX1cXFxQUNDA319fdHmXChFPWvw7Nmz9O7dW1peq1atUl2q3jSVSvVeddB4U9TdxKKiojAzM8Pa2poVK1YQGxvL4cOHqVatGvXr12fLli0AjBs3jjNnzjB//vxSHcSE99fLBvxUKhWdOnVi8uTJ/O9//wOKZ/SGh4cjk8kIDw8vMwD44gAhlD8A+LJii/T0dDIzM7l79y5QHIW3efNmzMzMSnX2etfVq1ePOXPm4Ofnx6JFi9DQ0KBly5b4+fkxZswYCgsL6d27N3v37iU0NJTg4GB0dXXx9fXl66+/5vjx45iYmNClSxe++eYbAgICuHnzJleuXAHAz8+P4OBgTp8+Tc+ePaUClDfJ3d1d6mLTp08fKS60R48efP3116/8OLt378bW1pbhw4dTqVIlZs+ezZAhQ7C3t+fzzz9HR0cHHx8f+vbtS1BQENWqVZMKRpKSknB2dgYgKysLAwMDCgsL0dPTkzrmlFcQVHLZh6ZTp05lijXLW/bRRx+Rl5eHs7MzV69eLfUYJQeDZTLZa/3e7OXlRXJy8mt7PEF4n+jp6aFQKHBycsLJyYkjR47QsmVL4uLi8PT0pHXr1tSqVQuZTIajo+M/HoRVKBRSAWOHDh1ITk4udxlAw4YNMTAwwNLSkkePHr2eDRWA4uINd3d3+vbtS7NmzejWrRsODg7cunWLgwcPkpCQgEwmY968ecTHx+Ps7MzmzZul+z979ozBgwfj5OSEp6cnBQUFFbg1747g4GB69OhB8+bN8fT05OTJk+Tm5nLmzJmX3sfMzIzDhw9jaWnJr7/+io+PD5MnT2br1q2Ymppy9OhRTp06xePHj7l27Vqp+969e5c1a9awcuXKl57XEt5f+/fvx8jIiM8++4xPPvkECwsLsrKysLGxIT4+nsjISM6fP8/Dhw8xMDBg5cqVBAYGYmZmRnx8vBRvqFKpSEtLIyMjg/T0dOnxAwMDOXjwIKdOnWLr1q0imlQQhL9NRFkJgiAIgiAIr8zW1pa4uDjS09MxNzfnyZMn3Lt3T/pxamhoSI8ePRg6dCihoaGcOHGC7OxsHB0dX/k55HI5S5YsQaVSkZWVha+vLxs2bKBy5cqsWbOGYcOGUVBQQKtWrVi5ciVyuZyAgACuX7+OoaEhy5cvx8zMjNzcXM6fP89vv/2Gjo4Ojx49Ijs7m6KiIr777jvu3r1LUVERqampPHjwgIiICFxdXTl37hxGRkbcvn2bbt268ejRIxQKBXPnzuXu3bvSrKvs7GwcHBzIzc3l7t27VK5cGScnJ548eYKGhgbGxsbAhz1Y9W8pFApu3LiBk5NTudfNmDGDLVu2YG9v/07NulfPGtTW1qZly5YYGRmRlJRE3bp1mTRpEufOnWPChAlcuHABpVJJnz59pAH+y5cvY2xsTP/+/cnKyiItLQ1LS0s2b96Mr68vfn5+NGvWjKVLl3LmzBmmTp3KjBkzePLkCc2aNcPMzAyFQoGGhgZpaWnMmTOHL7/8El1dXXr06MH06dMrevf8J/Xu3ZunT5/SsGHDd6qbmFDxhg4dikwmY/v27UBx4VZKSgp5eXls3LgRXV1dvLy8uHz5MkuXLmXChAnSZ96fRR+qiy2KiorKFFvY29tLUR3vYxTeX0ULqmMm1ezs7Dh9+nSpZXFxcWUed9myZWWWHTp06F+u7avT1NRk/fr1pZa9Slzoi5fnz5+PtvYfp/vatm1bZvtL7je5XM7ChQu5e/cu+/btY9GiRVJXIQsLC3Jzc2nVqpUUh1WeTp064eHhwaRJk3BwcHjlbX4XlSzEVFuxYkWZ25W3LDw8vMwypVJZKj5F+HDl5eUxcOBA8vPzqVatGq6uriQnJxMcHCz97chkMkaOHEn16tVJSUnhwIEDPH/+nOHDh4vvci9R8pjh5eUlLVd37urRo0eZ+5w8eVK6HBAQUKZw/sXPgL9Sv359qQBS3UWrvGUAycnJ5OTk8OjRIxF//AaoI6Zzc3PR09MjOjqa1atXM2fOHGxsbKTj7JEjR4iOjkZbW5tjx44BsG7dOtzd3Rk8eDDfffcde/bsYfDgwX/r+eVyOYsWLaKwsJC8vDwWLlwoXaf+TatQKAgKCiI8PJz9+/czd+5cqlSpIv3NAqSlpTFmzBjWrVuHhYXFv94vb8P169el7x7qYrSXdf9Td6C0tLQsUxytPkf08OFDFAoFd+7cKXV9w4YNqVy5crn3Fd5/KSkp6Ojo0K5dO8zMzLh69SrXr1+XYmkvXbpE586dyc7OpqCggEaNGnHp0iWePXuGp6cnDx8+lLplNWnSBD09vVKfxZcuXcLd3R2AzMxM7t+//15FtAqC8OaJwhxBEARBEAThldnZ2TF58mSUSiVDhw7lwIED1KxZk6ioqDI/TjU1NTEwMMDAwEAaIHxVKpWKAwcOEBISwtmzZzl27Bg+Pj6kpaVx9OhRtLW1GTZsmDQ7qqCggI8++oi1a9dSp04djI2NcXFx4fr161haWqJSqahTpw6ffvopz549o2bNmoSFhaFUKmnWrBnnzp2jSpUqbN68mYCAAGQyGf7+/qSnp1OlShWUSiWbNm2iZ8+eDBo0iC1btlClShViY2OZMWMGEREReHh4cOXKFY4ePQr8ET3i4uLyGl+BD4tCoSAmJqbcwpx3mTrGrGrVqqSnpxMWFkaHDh3w9fVl/fr1bNiwAZVKRZ8+fVizZg2hoaGsWrWKsLAwNm/ejLu7OwYGBvz+++9s376d4OBg9u7dy4ABA9izZw8zZ84kMjKS3bt3ExgYiL+/P126dGHq1KmkpqYC0LhxYzZu3Mi6devw8fHBy8ur1MlQmUwmnYxWmzhxIosWLeKbb77B3t6e7t27v90dV4GioqIqehWE/6i/GvD77bff8PT0lN5L5c3cLVlIUl5xiPrx4Y8CjL8qtlATf7vCq2jTpk2piE31oHN5XZZKFgGpBzAXLVr0ZlfwHaJSqfjss8/4/fffqVKlSqmi8ry8PEJDQ9HW1mbx4sWoVCpGjx4tdWlQD/7PnDmT6Ohoxo0bx6hRo4iIiODrr7+mQ4cOXLlyhVOnTpU6TstkMuRyORs3bmTTpk08ffqUkJCQUt9Bjx8/zrp16wgPDycqKor58+dTWFhIYGAgrq6u/2qb1c+v/p5QXqdIuVxO3bp1sba2JjIykqKiolJdA4XiWf6dOnXi7NmznD59mpSUFMzMzJgxYwYNGzbk1KlTZGZmcu/ePVQqFVpaWnTp0oUJEyaU+11O+O+oVasWDRo0wNbWlkqVKrFp0yZq1aqFo6NjqWVQHK04cuRIkpOTWblyZQWv+ftH/Rt9/vz5HDt2jIKCApo1a/ZK901MTOTChQusXr2a58+f/+2iHLXnz59z9OhRdu7cyY8//vjS2ymVSubMmcPJkyelcxIpKSncuXOHMWPGsHbt2nemKAf+iH5s0aIF58+fZ/To0dy/f5/09HRUKpXUtRDKdufT0dEhLy8PgG3btuHh4YGXlxdDhw4t87n3smIf4cNgZWVFQkICFy5c4N69e1K3YnUH0hYtWpCfn49CoeDIkSPs3LmTtm3b8ujRI+RyOQUFBfTo0QOVSsXt27dRKpU8ffpUKs5p27Yte/bsQV9fn4KCAnR0dCpycwVBeAeJwhxBEARBEAThlZmZmZGenk7t2rWxs7PDw8MDX19fMjIyyvw4VSqV5OTkkJ2dzf379//W86hnSFlYWEhFPRYWFly7do2QkJAys6MaNWpE/fr1MTMzQ0tLCyMjIxo2bMiSJUuoV68eqampZGRksHr1agoLC+nXrx8mJiZYW1tz4sQJli5dynfffUdRUREPHz7km2++4caNGxgaGtK4cWP09PSoWbMm+/fvZ9asWSiVSikL/tNPP+X27dvA65lRKfxhzZo1xMXF8dNPP9GtWzdiYmLQ1NQsFflQ0vTp0zlx4gSVKlVi69at//kTlffv36du3bpA8YlKTU1N9PT00NHRwdjYmPj4eMLCwmjVqhX3799n9erV3LlzhzVr1vD06VM0NDQ4fvw4I0aMkGbXrlixQopc+vzzz1EoFPz8889cuXIFlUpFkyZNaN68Oe3atcPX15crV66QmprKDz/8QOfOndm1axf6+vpSDE5JS5Ysedu7SBDeabGxsUyZMkW00RfeGhGf9/qoO5SULLh7FREREVIMwpEjR1i3bp1UVN6qVStu375N/fr1pa4NQKkuDXPmzGHQoEEEBQXRo0cPRo0a9cpdKD09PfH29ubRo0cMHDhQKsw5ceIEx44dY9OmTWhpabFw4UJiYmJQKpX06tXrLwtzlEpluZF6L/qz7wlyuRx7e3usra3/dSHQ+yolJYWnT59ia2tL7969WbdunXRdycHlRo0acfPmTRYtWsSKFStQKpX8+uuvDB06lGHDhtGrV6+KWH3hJUoW8Pr7+5e6zt/fv8wyQ0NDdu7c+bZW74OjqalJVlYWcrmc2NhYjh49ytatW4HSBR3qqNGSkxSaNGmCs7Mzn3zyCcA/jrJSR4K3adOGtWvXUqtWrVLXq9/v9+/fp169elSpUkVad4BVq1YxZ86cd65Lh4+PD0OGDGHt2rW0atWKzp07Y2FhQf/+/Tl48KDUcbg8nTt3ljpMjhw5kuHDh7N///63uPbCu8LDw4PNmzezcuVKCgsLMTc3x8zMTLp+zpw59OnTB2NjY0xMTLC3t2fWrFm4uLjg6OhI9erVgeLPg08//RRbW1syMjIwMTEBYNasWbi7u6NUKqlevTp79+6tkO0UBOHdJQpzBEEQBEEQhL/F3NwcGxsb6tevz/3797G1taVt27ZlfpxOnTqVrl270q5duzInm/6MUqmUToqVvAxw+/btcmdHaWpqSrfT1tamevXqFBQUkJubS35+Prq6ugwbNgxLS0syMzM5evQonp6ehIaG4ujoyG+//Ubjxo2Jj48nJyeHkydPsnbtWtLS0ggKCsLe3l5aB5VKRb169UhISADgl19++df7VCifj48P1tbWeHp6snz5cuRyOYmJiYSGhpY5iQ3F0SSxsbFoamq+E7PjTE1NpQ422dnZ0vKCggI+//xzwsPDiYyM5Pvvv6ewsBANDQ0yMzNp27Yt27dvx9ramuXLlyOTyTA0NOT58+f06dMHQ0NDTp48SVZWltQ9SiaTcfnyZU6fPo1CoaB27dpcuXKFxYsXExUVxfLly4mLi8PGxobNmzczaNCgMjP21bPz1V7sCrBly5Y/PaEqCB8aBwcHfvrpp4peDUH4UyUHjYV/bsyYMfj5+ZGYmMjy5cvZtGkTd+/eRVdXl127dlGjRg1u3bpFVlYWdevW5e7du3Tr1g09PT0AQkNDiYyM5JdffqGgoABdXV1+/fVX/P39+fXXX9m5cyejRo2iUqVKdO7cmd9++41jx47Rs2dP6TtPVFQU3377LSqVioyMDGndZs2axbFjx9DR0SEjI4PExESp611GRgYqlapM9KpcLpe6+ly9epVatWqhVCrZunUrdevWZc2aNWzYsKHU3476e0J0dDShoaHk5OQwYcIE/ve//xEeHs73339P9+7dsbGxobCwkNGjRzNhwgTi4+OpWrUqW7duJTs7u0xUU+3atd/wq/ffYGVlRXh4OF988QU//PADVlZWJCcn07p1axISEkp9t23evDmampoYGhry5MkTFi9eTH5+PnZ2dqIwRxD+grGxMQYGBjg5OdGqVStpeclYxt69e+Ph4cHo0aOl6318fBgzZgwrV65EpVIRGhrKRx999LefXx1hdunSJZydnaVOMc+fPweQzjOojxvPnz+ncuXKUrzOjBkz2L9/P82aNaNz587/bCe8RSUjIA8fPlzqurp163LhwoVSy8rrQAmlO0yq91FJ6uORurNf/fr1y42QFN5vurq6fPXVVxw/fpysrCyGDx+Oubk5M2bMAIqLvDIzM8vcr7zYs8LCQj7//HPOnDkjTQ7r1KmTFG8nCILwT4jCHEEQBEEQBOFvKTnzPy0tTbpc8sepXC5nw4YN1K5dm8TERHx9fXF2dqZy5cqlWvq3atWKlStXljr5b29vz8aNG8nKyuLGjRvcvHkTb29voLj7TGFh4Z/OjqpVqxbOzs7s2LEDc3Nz9PX1Wbx4MYGBgSQkJFBUVMS4ceMYMmQIy5cv58qVKxQVFdG3b1+aNGlCcnIyrq6u1KlT56Wz0MzNzWnfvj0ODg60bt363+5S4S8kJiYil8ulk23m5ubl3m7KlCmMGDECExMT5syZg76+/ltcy7+vXbt2LF++nOHDh5eacfno0SOmTJlCUlKS1AHK2NiYtLQ0srKy2LNnD4aGhqSmptKuXTsqV67M7NmzOXXqFM+ePWPz5s3cvn2br776irt377Jv3z4MDQ3JzMxkwIABnDlzhrNnz3Lr1i369u3LgwcPAPDz82Pr1q1MmjSJJ0+elJmx/6IXuwKsWrWq3IIp4fX5px0c/swXX3zBsmXL2L9/P127dpVmCQqCIHxo8vPzGThwIHl5eRgbG9OzZ8+XFo6Ymppy7do1Zs6cyapVq0hLS6NWrVp06NCB/Px8Hj58iLW1NS4uLkRERLBt2zZ69uwJFBcS6+vrc+LECZRKJd26dePLL7/E39+fjz76iLCwMLZv3w7AoEGDpO/VPXv2JCUlhXv37jF48GACAgJo37691OVO3VknLy8POzs7abvCw8Px9fVlx44dmJqaYmNjQ1RUFFpaWhQUFJQpyim5PyIjI8nNzUVPT4/o6GhWr17NrFmzWL9+PXFxcZw9e5aff/651P26du2Kq6srhYWFyGQyhg8fjpeXlxSDqT6WnTt3TiqI37JlC6tWrcLT05Ps7Gyio6PZvn07e/fu5csvv3zdL/V/koeHBwsWLGDixInY2Njw+PFjnj17xqZNm5DJZGRkZEiROyVfs6SkJBwcHMjNzZU6egrvrpJxgcLrVbIQtbyoxpKxjA4ODkycOBFA6pADr6cbro6ODq6urjx//pxFixZJhTm9e/fG3t5eKvbR1NTE39+fbt26oa+vz9dffw0gdYcdMGAAYWFhrxzFJQgfimnTpnH37l2cnJzo0qULCoXiHz2O+jdyfn6+6IAqCMJrIwpzBEEQBEEQhDdCpVJx4MABQkJCOHv2LMeOHcPHx4e0tDSppf+wYcO4du0aQKmW/mvXriUgIIDatWsTHBzM8ePH8fPz4+LFixw8eLDMc5WcrXv16lWgeLC5pJIzrNSysrLKLCvvZGh5s66Cg4NfYS+82xQKBTdu3MDJyalCnl/dQrxJkya4uLiwbNkyoLijTMmiMDUnJyd69+5NSEgIEREReHp6vu1VfiUlZw2OGTOm1HXlFVwEBgYSGxvL8ePHcXR0pGbNmtSoUQMTExOqVKnC1q1bCQsL49atW1Kslbe3Nz///DPa2tr07t0bMzMzlEolFy5cwMXFhWfPnmFra0tKSgpKpZLu3btTVFSEo6MjoaGhtGzZkpYtW6Kjo/PS+IrExER27NhBVFQUhYWFdOnS5bXvK+HNU7+v9u/fT8uWLUVhjiAIH6z9+/fTqVMnAgIC8PHx4f79+39aOLJjxw42bdrEjz/+yDfffMOuXbtwcnIiPz8fbW1ttLS0iI6O5t69e3h6ekpFuLdv35a6wGhqatKpUydsbW1RqVTcvHlTii2B4nhXf39/hg4dyqxZs6hUqRJVq1bl888/lwpo1bGvffr0oWvXrnTq1Ilq1apJj1G3bl2WLl3KsGHD2LNnD35+fjg7O6OhoUHz5s1ZsWJFufujXbt2AMyfP59jx45RUFBAs2bNyMzMpF69emhra9O+ffsy97tw4QKzZs2ioKBAGnAuz/Xr16Xn6NChAydOnAD+6AZjaWlJcnLyK79+7zpdXV1OnDjB4MGDOXv2LA0aNGDGjBls2bKFrKwszMzMMDU1ZcmSJcyYMUP6/SOXy9mzZ0/FrrwgCK+sTZs2pc4lqH8Xzpo1i1mzZpW6bf/+/enfv7/0/27dukmX1edOBOF9cvfuXdavX18mIl5tw4YNjBw58k8fY8GCBSxatIhDhw7h5OTEwoULpevs7e05deoUCoWCoKAgwsPDiYiIYP78+RQWFhIYGChFbn711Vd89dVXr2/jBEEQEIU5giAIgiAIwhvSsmVLACwsLKQBAwsLC65du0ZISAgPHz5EoVBw584d4I+T/wBmZmbSgMWQIUMIDQ0lLS2t1Emp98V/uUuFQqEgJibmlQpz3kQnD/Vg1I0bN2jVqhUymQwNDQ0GDx6Mi4tLmdt7eHiQm5sLwO7du1/belQ0e3t7tm/fTs+ePcnNzaVKlSrUqlWLtWvXYmhoSNOmTdm9ezcBAQHExMTw/fff4+fnR7Vq1Xjw4AFubm58/fXXPHnyRHpftmnThosXL3Lo0CF0dXXp2rUrQUFB6Onp0adPH2rVqvXSGfRqTZo0Yfjw4UyaNAmgVNcf4fUpr4PD7NmziYmJQVNTU2qr7e3tTdWqVbl37x7bt2/HysqKefPmcfDgQXR1dQkPD8fAwICPP/4YDQ0NbGxsWLp0Kfb29mzbto3IyEgSExMZMGAAkydPruCt/mfkcjlLlixBpVKRlZWFr68vGzZs+NNubYsWLaKwsJC8vDz27Nnzn/wsFgTh7bhx4wZt27YFoH379mRnZ/9p4YiFhYV0XK1Tpw5GRkaEhYWhp6eHpqamVMhiYmLChg0bWLt2La1bt6ZBgwacP38eKI5tXbRoEa1bt+aXX37h+vXrUtFumzZt0NDQwN3dnfbt27N27Vp27drF48ePsbe3p1WrVixfvlxa/8DAQAIDA0ttU8kYD/UgrpubG25ubn+5PzQ1NcnKykIulxMbG8vRo0fZunUrpqam3Lx5k6KionIjXefPn8+6deuwtLSkUaNGwB/F1iVZW1vz448/AnD+/HkaNGgAlO4G8y5Ek75OH3/8MU+ePMHJyQk9PT2sra05cuRImdupB/JFFJ0gCC+Sy+VER0d/EBOJhPdPrVq1XlqUA69WmAPF0XCtWrVi7Nix0neN8iiVShYuXEhMTAxKpZJevXpJhTmCIAhvQvlTHwVBEARBEAThXyp5Ur3k5du3b+Ph4YFcLsfOzk464V6yK0fJy9bW1ty5c4ddu3bx8ccfv4U1L6bOcH/T9u/fL0UJvU5yuRwPDw/69euHvb09W7duxdnZmd69e6NSqfD19ZU6zGRnZ5e7bM2aNWzevBlnZ2eSk5OxtbXF0dGRkJCQ176+5TEyMuLkyZPs3LmTgIAA5HI5x48fx8fHp1TXGXVHo6ioKGJjY4mNjaVWrVqv/DynT5/mo48+wsnJiQ0bNjB79mxkMhlOTk5S2+MXl73N/VGpUiU8PT2JiorC19cXOzs7AgIC8PLyYvHixdSqVQsnJyd++ukn/P392b17N9999x0PHz5EU1MTIyMjlixZwuCg5O+qAAAgAElEQVTBgzlw4ABNmzZFQ0ODZcuW0bdvX6ZMmSINAu7bt4+LFy9iZmb2l+vl7u6OQqHAyckJJyencgeOhH9P3cEhMjISQ0NDnjx5QlpaGnK5nBUrVhAaGgoUzy7cu3cv3377LfPmzePu3bvExMQQFxfH7NmzCQ0N5eLFi8hkMo4fP863334rPUfdunVxdXVl69atFVqUoy4G/DfU3drc3Nykbm2WlpZSt7ZTp07x+PFjqVvb8+fPOXLkCGPHjmXNmjWvYzMEiosB3tZxVHg75HI5n376KTNmzChznb29Pfb29q/lOW7cuPGvH+efsrKy4tKlSwD88ssvaGpqcuHCBeDlhSMlL7dv357o6Gjc3d05ffo01apVQ6FQIJPJSsWjuru7k56eTteuXenTpw8AnTp1omvXrmzcuPFP17FevXq4uLjQo0cPKdbkTTI2NsbAwAAnJyd++OEHALS1tfH29sbW1pZ9+/aVuU///v3p168fo0ePxtjYGCguIAkJCWH27NnS7Tp16kSVKlVwcHBg27ZtjBs37o1vz39dVFQUhoaGJCcnk5ubi7m5+T+Op3r48GG5r48gCBVHJpOJghnhgyWXy+nbty+9evXCycmJe/fu4ezsTNeuXfnkk08oKipCoVBIx70uXbowfvx42rRpQ2RkJAcPHiQhIQGZTMbRo0c5c+YMMpkMOzs76ftTREQEPj4+ZGRkUFhYSJs2bYiOji6zLiqVisjISDIzM0lMTKR79+64uLiQnp7+wRUFC4LwdomOOYIgCIIgCMJbpampyaJFi9i/f/8r38fNzY3o6GiMjIxe67q82C1h4cKFTJo0CRMTE9zc3GjRogVTp06loKCA0aNH4+3tzcGDB5k1axbt27fnt99+49SpU3h5eWFkZMSFCxekgZKNGzeyadMmnj59SkhICC4uLmVu5+3t/Ua7VKgHqEePHs3MmTNp0aIF586dw8/Pj6ioKCwsLNDT02PVqlWoVCpOnDhBo0aNSE5OZty4cVy7dg0dHR2io6NZt24dlStXBiAuLo7s7Gz09fXLdPJ4Fx0+fJh58+Yhk8lISEjgzJkzyOVyEhMTCQ0NZfz48VIhhHpZx44d8fHxwcvL642fuCk5G7pkR6KgoCAAevToUeY+CQkJ5T7Oi49RMiu9ZDyYXC4vc1n97/9n787jasz7P46/TosULbZESZY03EXMTKTkkDU0um0TSZFmrHcYZpoaGlvMDPfYkiWTkW1G9hkiiSnG2EroRpQlRYwoKdXp90ePc/3OqZNlxjL4Pv+Z5jrXdfW9zjnOdXW+n+v9Uf5e+P82SMLLUzHB4f79+8THx0uvZ4MGDQCws7NDR0cHe3t70tLSyMjIoHXr1oSEhODg4EBKSgoeHh4oFAqGDh1K7969GT58+Os6LI00pXQpFIoq26lp8qxpbTdu3EAmk0nPrb29Pfv373+BR/Nui4yMxMvL66mv3fO+vi9CWVkZY8eO5cKFC+jr6/Pll18yefJkatSogZeXFyNHjiQ4OJiDBw+ip6fH1q1b2bZtm8ZzuoGBAWfPnkUulzNz5kxycnIYNWoUeXl5tGzZkrCwsFd6bG+Kql73+Ph4nJ2dadq06V/eh6Z9PmtyQP/+/Rk4cCA9e/bk9OnThIaGkpKSgp2dHY0aNWLDhg3k5uZWub2dnR0FBQXMmTOHESNGIJPJ8PX1xd/fH1A/f0ZERKhtu2rVKo1jr/jzmTNnnnocL4Lqtcfu3bsrPf7pp59WKqRRjnHkyJGV7mZ3cnKSEodUVWyjZWJi8s6nwcTExEg/KwvEMzIypLZWz0pZmNO1a1fi4uKkGxwmTJggrt8E4S2XkpJCv379+PPPP/H09KR69er4+fkREhKCXC7H0dGRQYMG8fjxY0xMTOjVq9cLTb4VhKoUFhayf/9+Nm/ezKJFi+jUqRMhISEEBwcTFxcnJe0BpKens2PHDoqLixk/fjzbtm3Dzs5Out7o2bMnO3fuxNDQkO7duzNs2DBCQ0NZtGgR8+bN48aNGyQnJ+Pq6iq11iwsLAT+//uSunXrYmdnR0xMDNra2hQXFz81OVgQBOHvEIU5giAIgiAIwgv3tEICTQUoql+8KxNQlGQyGUOHDn3RwwTUvxjYt28ft2/fJjY2Fm1tbY1/6M+fP5/Dhw+Tm5urNma5XM6iRYto3749M2bMYMiQIfj6+nL//n0GDRoktV6quF6vXr0IDg6mefPmL/zYlBPUdevWxcjISOqxfffuXWrWrImOjg5//PEHZmZmaGtrk5mZiampKfn5+aSlpbFw4UImTZrE6dOnMTIy4vHjxzRu3BgbGxvCw8Np1qwZDg4OBAUFSZNObwq5XC5N1Nna2vLTTz8REREhfdGjWvSQmppaadngwYMJCQlh2LBheHl50bt379d3MMJbTZng4ObmxunTp2nZsiU9evSQJtWKi4vJzMzk7NmzlJaWkpycTLNmzbCysiI5OZmOHTty8eJFateuTVxcHPPmzQPKC1FUC3M0tRl51VauXEliYiJHjx5FoVA8sUgyNDSUvXv3UlhYSHh4OG3btiU0NJT//e9/HDlyhOHDh/Pdd9/h6+sLwFdffcX06dOJj4/n5s2bTJs2jW+++YaNGzdy4sQJcnNzpeSKt03FQhQ/Pz8p0ebPP/8kJiYGAwMD/P39uXTpEgYGBuzZs4fY2FgpHWX27Nl069YNZ2dn6Rwtl8ulz0ZHR0diY2P59NNPsbOzIykpCVdXV/z8/HB0dGTs2LEUFRXRvXt3goOD8fHxoWbNmly8ePGJ8fIvw+7du7G0tGT58uXs2bMHFxcXDhw4gFwup6ysjNOnT3PlyhUSExOlwsuqzulOTk6EhYXRt29fMjMzWbhwIYGBgTg6OvL5559z9OhRHB0dX+nxvWxbt25lxYoVlJSU0LZtW7Zv305eXh5Xr16ldu3amJqasm7dOr777jsuXbqEvr4+YWFhtGnThg4dOtC2bVv09fXp0aMHoaGhPHz4kIkTJ9KyZUtWrFjBtm3baN26NQ4ODsTExPDgwQPs7e1ZvHgxkZGRLFu2DFNTU1xcXKhZsybjxo0jKSmJiIiIv1RsoFrgo6enx65du4Dy9/eIESO4fv06zs7OdOvWDai6cET1ejcoKOiJbRgE4UmOHDnCpEmTpGLBmzdvMmbMGI4dO8aNGzewsLBg4sSJJCUlYWRkxPr16zE2Nq60bOXKlezfv59evXphYWEhFeaIohxBePsVFBRQv359OnTooPH6fvv27XTs2JEvvviCMWPGvIYRCu+qijdFFBQU0LlzZ27duoW1tbVaYU5BQYGU5KupMDo5ORl3d3cA7ty5Q05ODg8ePGD27NmkpaWRn5+Pv78/jRs3pk6dOkB5qyxDQ0NatmwJlN84OHnyZFxdXZHJZLRq1apS0bAgCMKLJApzBEEQBEEQhH+0sLAwtm3bxq+//vpS9q/6xcCqVato06YN2tragOY/9LW1talRowY1atSgbt260n6URTD6+vpA+d2uixYtoqysjNu3b1e53sukeqePsoWCkZERtWrVklqMGBgY4OnpydGjR/nwww+JjY0lMjKSwsJCdHV1qVGjBvfu3SMtLY28vDxu3LjBzp07+fTTT9XSJt5///2Xfjx/V1V3GxsaGhIWFsbNmzcZNmxYpaKH8+fPV1pWUlLCwoULefz4MU5OTqIwR3hplAkOFhYWtG7dmg4dOpCenk7Lli3JysqSJuNMTU2xsrKiTp06REdH8/HHH9OzZ0/CwsKoXbs2VlZWREZGEh4ejo2NjTTJrNSzZ0/Gjh3LoEGDXls7EX9/f5o2bYqfnx99+vR5YpHkf/7zHwIDA0lLS2PGjBlERkaSk5PD8OHDmTVrlloaFJR/Hi5YsID79+9jamrKt99+y5EjR6hRowbVqlWjuLj4rY0tr1iIkpSUBMCuXbuYM2cOBw4cQKFQYGpqyurVq6XzQ0hIiFQ006tXr0rvGVXKYsXu3btz+PBhKTZeR0eHIUOGEBERQaNGjfD09OTGjRtAeVHL0qVLX/LRV5aamsqmTZuIiYmhpKSEkSNHSsWZEyZMID09nY4dOwL/fx6t6pyuPAfa2dmRnp5OamoqX3zxBTKZjPz8fBwcHF758b1s/fr1Y8aMGWzYsEFqN3n9+nVkMhm///47Y8eOJSQkhJycHI4dO0ZmZibjx49n9+7d3Llzh6CgICwsLCgoKKBXr16UlJQgl8vx8/Pjww8/ZOLEiXTr1o1vv/2WIUOGMHz4cPz8/Dh27BgAFy9e5JNPPmHYsGG0bt2af/3rX/j7+1O/fn2cnZ0ZM2YMa9asoXr16lLSS3JyMr1796aoqIgtW7bw4MEDfH19n1j8V5HyGqG4uJjWrVuLNCThpVEmOVarVo2xY8dy+fJl/vvf/3Lt2jX69u1LUVERbdq04fDhw/To0QN7e3vMzc1p0qSJ2rKmTZvSuXNnmjdvTkREBHK5nJ9//hkPDw8SEhIqFVWOGjVKYzKo8Ho8T0qSn58f//vf/9i8eTP+/v7k5eUxYsQIysrK8PPzewWjFf5pWrRowf379zE3N0cmk1FcXAwgXeump6fTunVroPx7EEF40SqmU2/cuJHJkyeTnp7O5cuXGTRoECYmJvzxxx+cOXMGc3NzfvzxR+bPn4+ZmRk7d+6koKAAuVxOUFCQ9N5V/Y6rbdu2bNmyhRo1alBcXIyuri5lZWUYGBhw/PhxbGxsuHPnDgqFgt69e1NSUkJOTg737t3jjz/+4MsvvwTKE7rd3Nxey/MkCMK7RxTmCIIgCIIgCP9oY8eOZezYsU9dLzIyEjs7u+cuEElOTpb+qxpxC5r/0FcoFBQUFJCbm8udO3ekdSvG3YaGhnLo0CGKiopwcnKqcr3XkVJRWFiImZkZCoWCwsJCfv/9d5ycnNixYwddu3YlKysLV1dXPD09uX79OrNmzeLDDz/kwYMH6OjoMHPmTMaPH8/WrVvVkjw6dOjwSo+jKgqFQi35wcXFhb1793L//n0aNmxYaf1ffvmFoKAgLl26hJWVFZmZmcjlcmQyGZ6envj7+2NmZqa2zNjYmKVLl1JQUCD1QBeEl0GZ4BATE8Mff/yBj48PP/30EydOnKBGjRqUlJTg6OiIjY0NVlZWBAcH06xZMwACAwMpKirC2dkZHR0dje1clJNuAwcOZODAga/8+KrytCLJ3bt3s379erS0tJDJZOjq6hIQEMC+ffsIDg5WK84JCQnh4MGDHDp0CB8fH7788ktatGjBxo0buXfvHmZmZhgbG0vR5m8qZXsCExMTTp48yahRo1izZg137txh06ZNLF26lCZNmlBUVCQlvpibm5Obm0t2drZUjKJMD5HJZBgZGQFIr4VSxSImW1tbdHV1NbYWunDhgpTOlJubK7XNe10FnTY2Nnh7ezNlyhQA8vLyMDQ05ObNm4waNYrQ0FB27drF+PHjgfJjreqcnpycTKtWrTh79izjxo3DxsYGLy8v6dhKSkpe/QG+RAqFgtjYWNatW8e9e/coKSnht99+w9jYmKKiInx9fTl37hzNmjXj7t27XL16FXNzc44dO0bXrl3Jzc2lfv36REZGEhUVRVJSEgqFAoVCwcqVK7l48SIPHz5ER0eHjRs3snTpUuRyOVlZWVy/fp333nuPgoICvv32Wxo3bkyNGjW4desW9+7d48KFC4SGhvLHH39w4MAB/P39OX36NKCejrhy5Uo+/vjjpyYkVlS3bl3279+Pjo4OXl5eXLp0Se2ubuGfKzIykpKSkmcuUHjdrZ7Gjh3L7Nmz+e233xg7diwJCQm4uroyf/58Bg4cyN27d8nOzub48eMYGhrSrVs3qlWrRmZmptqyVq1a8eOPP/LNN99w7do1jQUeqkWVo0aNqjIZVPhnu3DhAgkJCdy8eRNDQ0N++eUX6X0vvJ0qJmslJSVJiVnKG2gyMzNZtGgR9+7dkxKzUlJS6NKlC02aNCElJQU3NzfOnDnDhx9++JqPSHgbqV5/rVmzhtDQUJYsWUJSUhJpaWksW7aMNWvW0LdvX/Ly8vjoo49wcHBg0KBBuLu7Y2BgILWtmjNnDgAODg7079+fKVOm8PXXX+Pu7o5CoaB27dpER0fj6enJkiVL+PLLLyktLZVuLLh9+zY5OTk0btwYHR2dN+LGMkEQ3k6iMEcQBEEQBEF4I6m2HlAoFH+5J7quri69evWisLCQBQsWqBXmaPpDf9q0abi4uGBvb0/9+vWr3G/fvn1xcXHBwcEBExOTKtd7WSkVqu0VevXqhY5O+aV///79uXfvHkeOHKFZs2Z06NBBmmTs2bMns2fPlr7INTY2xtfXF2dnZ1xdXSksLOTcuXPs2rWLZs2aSUkePXv2pFatWi9s7H+V8m727Oxs9PX1Wbp0KQEBAezdu5cRI0bQtGlTfH19KS4uJjU1lUOHDpGamkpSUhJFRUV89dVXfPHFF5SVlVUqoNLUlmLIkCGv8vCEd5xyUu6TTz7B0NCQU6dO8fXXX1NcXMzFixexsbFRe9++iekvqoWKqgUemookw8LCOH36NJcvX2b06NGUlpbi6emJt7c3/v7+HD9+HGNjY7KystDX1yc7O1van3LfjRo1ws7OjtjYWADpbuI3nb29vXT385o1a5g6dapaIcr+/fs5dOiQtH5ZWRk2Njb8/vvv9O3bVzq/KhQKHjx4ACC9LmVlZRQVFXHhwgW131lV0amOjg42NjZ8//33NGjQgNLSUmQyGcuXL9dYxPMquLu7M3HiRLp27Qr8f2vD/Px8Pv/8c+zt7WncuDFOTk7o6emxdevWKs/phw4dIiwsjM6dO2NhYcGXX36Jv78/9+/fR0tLi1WrVtGkSZPXcpwvQ1paGtnZ2fTo0YOcnBz+/PNPevbsycKFCyksLOTw4cP4+/ujp6fH1atXKS4uZv78+VhYWBAXF0ezZs3YsmULAJcvX+bEiRPMmjWLPXv24O/vz44dO6RroVq1arFjxw7kcjk3btxg1KhRXLhwgdq1azN16lS6d++Ora0tYWFhWFtbI5PJaNiwIfXq1QOgYcOG3Lt3D21t7UptE+DpxX8V3b17lzFjxpCbm0tGRgY3b94UhTlvqdfd6qlWrVqEhYVx6tQp+vfvj7a2tjSZKJPJ+Ne//kViYiKXL1+mZs2aNGvWjKZNm/LVV1+pLWvXrt1TU8kqFlVWlQwqvBqa2pgNHDiQ9PR0duzYQVpamlRkHRkZCZR/Lp85c4a+fftiYmLCwYMH8fPzw9nZWdrvzJkziYuLQ0tLizVr1mBlZfV6DlCoJCMjgytXrkjXJM9Kmawll8s5fvw4iYmJHD58mKioKHbt2oWuri7Z2dl89tlnnD9/nvXr15OWlqb2ncCgQYPo2bMnNWvWRFdX92UcnvCOq3j9FRsbK908NXnyZCwsLHBzcyMqKgonJycmTpwIILV5V6Y6AVKBzoIFC9R+x4EDB9T+38nJiUePHjFz5kyys7OJiYlBW1ub4uJiZDIZV69epbS0VCreFgRBeNVEYY4gCIIgCILw2sTHx/P9999TVlYmTXgo2w+sXLkSLy8vtZYB8fHxLFy4kLKyMsaOHcvXX39N27Zt0dfXx8jICGdnZ1q1alWp1UBRURGDBg3i8ePHmJiY0KtXL3x8fFi7di0pKSk0a9aMyMhIrKys1O4mdXBwqPSHvpubG+7u7mRmZuLv7w8gfTGqPCaA6dOnM336dLVtNa33KlIqVIt0lAVMkyZN0rie6jpQnsCgpGmiYteuXS9qmH+b8m72BQsWsGfPHpYtW8Y333zDhQsXiIyM5PHjxzx8+BAfHx8aNGhA586dmTRpEl999RVdu3Zl1qxZDB8+nAkTJryV7UeEN5uOjg5WVlZ8++239O/fn2+++YbVq1djbm6OtbU1UVFRBAQEkJWVRaNGjbh06ZLa9q8jnet52draEhgYyJUrV9QmCDQVSTo4OODi4oKLiwtQnnri7u5OaWkpRkZG2NnZ4e/vT79+/XB2dpYm61UFBQVx69YtaTIkICBAmpx/mZTnsAsXLqCvr8/HH3/MmTNnmD9/Pm5ubqxatYqIiAgyMjK4ceMGlpaWrFmzhkePHjFy5Ehu3bpFvXr1iIqKIi8vjwEDBqCvr0+1atWQy+XEx8cTGxuLpaUlKSkp/Pe//6VBgwaYmJjQrl07PvroI9auXUtsbCytW7emY8eObNu2jRMnTrBkyRJMTU25dOkS06dPp0ePHpSVlTFz5kyg/Pzg7OxMr169nniMffr0oX///vj5+TFnzhxGjhxJUVERurq6REdHv/Tn+ElkMlml81nF87XyrlzVxyuuA/DZZ59JkwcA9erVY9u2bS9wtP8sVlZW3Lhxgx07dlC9enVKSkooKCiQiuYcHBwwNTVl7dq1TJkyBU9PT7Kzs6lXrx5yuZzbt29z+/ZtjI2NcXFx4aOPPgKgRo0aQHma0dy5c2natClt27YlOTmZ8+fPU716dTp37gyUF9ZlZWUB8PDhQ1JSUhgwYIA0Rk0FiqrpiMpEsacV/1W0YcMG+vfvj4+PD8OGDXsjix/fdH/1szMhIUFqUzZx4kQpVWL9+vXk5OTg7e2Nnp4ezZo1w8LCgtjYWBISEoiNjSU4OBiA2bNn061bN43tn160FStWsHXrVh48eMC4ceM4duwYM2bMkN7bLVu2REdHh3nz5nHnzh0WLVrE7t27qV27ttqynTt3oq2tzbhx46hevbrG31WxqLKqZFDh1VAttkhPT2fJkiXExsayceNGoqOjadOmTaVtZs+eTXx8PLt37yYjIwOA1atXS393pqSkkJmZSXx8PKmpqYSGhrJixYpXeFTCk2RkZBAXF/fchTnKZK2IiAisra1p164dAB988AGHDh3is88+4/bt24waNYqioiKSk5PZuXOn2j62bt2Kjo4OY8aMoWnTpi/smARBSfX6q0mTJlLSa1lZWaXrKE3XbxXPUc9DS0uLyZMn4+rqikwmo1WrVtSrV48OHTpga2uLiYkJenp6f3n/giAIf5UozBEEQRAEQRBeq7KyMnbs2MHcuXPV2g9kZmZWahkA8PjxY/bu3QuUR80HBQVhYWEhFZBoajVw6tQpOnbsyBdffMGYMWOA8i8p79y5w/Dhwxk2bNgzf0m5ZcsWli9fzsOHD1m8ePHLeVKEv0RZ3JWWlsb169f5+uuv2bRpE5s2bWLPnj08evSInj17oqurKyUeuLi4sH79evbu3cuMGTOoUaMGo0aNYs+ePa/5aAShsoEDBzJ48GCysrJ49OgRH330Efb29lJilbe3N76+vtjb22NmZqa2rbLoZciQIWzevPl1DP+pjI2NOXz4cKXlmookV61aVWm9itu6ubnh5uamtky1QFJTgcarsHv3biwtLVm+fDl79uwhKSmJW7duSYVEjRo1AsDa2prIyEjGjBnD77//zvHjx3F3d8fT05Ply5ezZcsWrl+/jp+fH8OGDaNnz55qv8ff358ff/xRKgR1dnYmLi4Od3d3fvvtN8zNzXF2dmbZsmXEx8cze/ZsPDw8aN++PVCeolZxn6NHj2b06NFqy5T7V/05ICCAgIAAabnyM1WhUGBmZsaff/5JcXEx69evf6bnLDs7m4iIiErJZcKro1rkC/Do0SP09fWlFmB16tSRipvLyspo3rw5wcHB/PLLL1hYWEjFM8rXvVOnTqxdu1ZqwZaZmUmTJk2YN2+eVFy2fft2qaDA3t6epKQkVqxYwd69ezl+/Dja2to0adLkiQmGoJ6OGB0dTV5entrjmor/KuratSve3t5s3779mZ+zv5qE8He97lZML8tf/exUOn78OA8fPpRSJcLDw6lTpw7+/v74+PhILQ+VQkJC2LdvH1CePqlsh1Gx/dOLpvz8/P7779m6dSv5+fkMGTKElJQUQkJCiI+Pp0+fPoSEhDBu3Dj69euHoaEhe/bswcTERG3ZH3/8gaGhIW5ubgwcOJCVK1c+8Xc/azLou0o1sfWvUl6HaEp7VS22mDBhAq1atUJLSwtzc3PS0tIqTVw/y6R1amoq8fHx0ud3gwYNnmmczs7OUrvTp/Hx8SE4OFitUFV4NitXriQxMZHQ0FACAwPV0pB8fHzw9fXl+vXrWFpaYmlpKX3noUzWUp6Dla/riRMnpALUs2fPUlpaqlaUqqpPnz7k5+fTvHlzHB0dX8nxCu8W1euvtWvX4uHhwZ07dzA2Nn6m1EHVtlWdOnV6pt+per1a8W/BkJAQ+vXrh4eHh8YWz4IgCK+CKMwRBEEQBEEQXitbW1uASu0HLl26xNy5c9VaBgDS3WAApqamWFhYqO1PU6uB9PR0KQZX2d4jNTWVixcvkpeXR0JCwjN/Sfnxxx/z8ccf/72DFl4K5d3s3t7eWFtbM27cOCwtLXFzc6N3794MHTqUWrVqYWlpSWJiIlBeCDBlyhR27dpF586dMTMz4/PPP3/NRyIImrm5uZGfnw/AyJEjGTlypNrj7dq1k+5MVFJNvdJU9CK8eqmpqWzatImYmBjpztFPPvmE3r17s2zZMmk91fj3tLQ0UlNTOXnyJCtWrKCwsBBPT0+uXLlC3759AfXz45Pcu3dPamPRpEkTbt++Dfz/+VhfX/9FHWolSUlJVK9eHR8fn+dqHWZmZvZSinL+TuGEapHX8/Dx8SEkJOSNbyWiTPVQtgA7c+aMWvsvJX9/f0aPHk1YWBhlZWWEhoZq3F+HDh3w8fHh7NmzUhHPH3/8wZdffklxcbFUFNGxY0ephd13333H1KlTpeuyqhL/VAuKALUiItBc/KcsMlPdT0pKyjM9N0p/NQnh73pVRTnKAqpnndj6u+/98+fPs2DBAr755htkMhkdOnTAxMSE7du3c+3aNdzd3YmPj0dHR4eDBw9SUFBAWlqatP3ly5e5fPkyLi4uaGlp0bhxY5YsWSIV7ysTxKA8cSQlJYU+ffqwaNEiqe0ZVG7/9CY/EF0AACAASURBVLJULHBUUp10VD1nKGlaFhMTI/2sLLbQVFSpKRn0baEpQfXatWtqLZ7Mzc3p1asXxcXF1KtXj59++onr16/j6+tLnTp1cHNzq3Tt9SJVLLaoU6eO9FhZWZnUohPKP49U27xUxcbGhh49ekifC29L2863hb+/P02bNqVbt25Sa1WlY8eOoaenR2xsLPPnz+fRo0fSYxXPwYcPH6ZTp04YGhqyYcMGcnNzMTU1pX///uTk5GgshFb9XBCEl8He3l7tGuHUqVOV1lFej6kWAlbVtupJxowZw7hx47C1tZVa6K5fv568vDxatmxJWFiYxu3mz5/Pzp070dPTIzIykpSUFNLT0xk5ciS1atUiKyuL7du3U7NmTQYPHvzM4xEEQaiKKMwRBEEQBEEQXivVO/1Uf75x44bGlgGqX4Jr+kJcU6uBJk2akJKSgpubG2fOnOHDDz8UX1K+hVTvZrezs0Mul7N161ays7MJDw+nffv23L9/n5kzZ3Lnzh22bNlCSUkJs2bNIj8/nw0bNlSavBMEQXjRbGxs8Pb2ZsqUKUD5ZOFHH33EjBkzmDdvHjNmzADKY9/d3NxITk5m+PDh3L17F1dXV7XkkYULF5KcnEyrVq04ffp0pYQbTXfTm5iYkJGRgbm5OVeuXMHU1LTKdV+0AQMGcOPGDSIiIvD29gbKP7tPnTqFTCZj165dODs7V1pmYWFBcHAwUVFRODo68v7775OQkMC8efPo1asX4eHhREZG0rlzZ44dO6Y24fwkmgonXkQiwrugYtHAkCFD1B5XLVxSLYIBpFQmUC98+e2336SflefjiokNqpM0ffr0ee5xv0rKJISjR4/y6NEj9PT06N69O0OHDpXez/Hx8cTHxxMSEkKbNm1o06YNycnJrF27Fnt7ewYPHsytW7fQ09Njy5YtGBkZYW9vj729PSdPnmTmzJmsXr2a7OxsduzYgYWFxXMlXfwVJSUlDB8+nPPnz1NSUkL79u05fPiwWkspb29vYmNj0dbWZsCAASxfvpxr167Rr18/HB0dOX/+PAkJCVy8eJHx48dTVFRE9+7dCQ4OxsfHB2NjY06ePEn37t2lz8QHDx7g4ODAr7/+yp49ezhx4gTh4eG0bNkSXV1dKTFHS0uLffv28a9//UttIruwsJCbN29y8eJFxowZQ0ZGBklJSTg6OrJs2TKaNm1Kx44dKS4uZufOndja2rJu3TrGjRun1gryVXxWvi5vczLo9u3b1RJU8/LyKrV4Cg8PZ/fu3ejr6xMcHExcXBzW1tbcvn1bej/Dk9sxb9++HW9vbzIzMzE3N2fdunUoFAoGDRpEUVERtWrVks7VM2fOVCsM2r59e6WUJFWtW7fm5s2buLm5qRXtPEmbNm0wMzNDLpcjk8nw9PTE1taWSZMmUaNGDby8vFi3bh1GRkbcunWLjRs30qRJE2n70NBQ9u7dS2FhIeHh4bRt25YRI0aQkZGBlpaWVNS4ZMmSSv9mhWenKQ2p4s1FR48eldZ52jnYxMTkma+FBOFtMGzYMDZt2sTs2bPZs2ePlBbr6OjI559/rvbvRyk7O5u4uDgSExNJSEggNDSUuXPnsmHDBmxtbZHL5Rw9epSjR4+KzzVBEF4YUZgjCIIgCIIg/CNpaWmxYMGC52oZAJpbDfTv359BgwbRs2dPatasia6ursYvKd+2O0PfNW3btq30BXbFO42Vk4PKO6ZE+pEgCK+au7s7EydOlIpB5HI5Hh4efPLJJwwcOJBz584B5ck6rq6uNGrUCEdHR+zt7Sslj/j5+TFgwAB+/PFH9PT0Kv2uRo0aMWDAAObMmSMtmzlzJkOHDqW0tJRx48ahq6v7ag4cWLduHcOHD8fV1ZXi4mKio6PJysoiNzeX3bt3M3r0aGbPnl1pmWp7wbt37zJ9+nSKi4sZP3483bp1IzIyksTERE6cOMGxY8eeeTyqhRMKhUJKRLh161aliUi5XM4HH3xAQkICI0eOlNrfGBgYcPbsWeRyOTNnziQnJ4dRo0ap3aGbnp6Op6cnZmZmUuqV8PZTJiFYWVmho6ODj48PZWVlXL16VeP62dnZHDt2jJMnT0qFOZGRkRgYGLB69Wo2b97M6NGjycrK4vfff+fUqVOMHz+eEydOsGnTJn766ScmT5780o9r27ZttGrVik8++YQxY8YQEhLC9evX2bFjB4MGDaJRo0bo6+szc+ZMBgwYQFxcHP7+/pw6dYojR44QExPDxo0b6dOnDyUlJbz//vscPnyYJUuW0L17dwAyMzPR0tJi+fLlpKenExkZqdbmVk9PD3t7e8rKyjh9+jQGBgZSS9rS0lJcXV0xMjJCX1+fvLw87t27R/Xq1TEzM6NTp07IZDKsrKyIjo7m4MGDODo6SoVeDx484OzZszRr1kyaFP/55581PhcVU4MyMjKkoqs30ducDFqxyOH+/fuVWjw9fPhQaql869YtrK2tsba2pk2bNmqpSVB1O+aFCxfSqlUrNm7cyOzZs4mOjkYmk+Hg4EBQUJD092ZKSkqlwqAVK1Y8NSVJU7tdZSGelZWV9N5TTRALCgpSS50LDg5m/vz5yOVy0tPT+fbbb9m/fz8nT55k/vz5hIeHS+v+5z//ITAwkLS0NGbMmEFkZCQ3btzg0KFDau205HI5ixYton379mIC+zno6upSWlqqMQ2pSZMmUnu9M2fOvM5hCsJzq9gC9WVzcnIiJCSEjIwMGjRoQGpqKl988QUymYz8/HwcHBwqbZORkSGdFz744AO+/vpratWqxd27dzly5AjTpk0jLi6O69evV0rqFgRB+KtEYY4gCIIgCILw2qj+sa6p/cDUqVM1bqOkejfw01oNbN26FR0dHcaMGUPTpk2Byl9SCoIgCMLLJpPJqmw1s2XLFqB8Etjb21tq3wPlLaY0TfZquiNaea7csGGDtEx5zmzbti1HjhxRW1813eRV3mGdkJDA5cuXMTExAcrbC2papqpevXpSyk9ubi537tzB0tISbW1tqV3ls1IWTvj5+dGnTx8pEaGgoEBtIlLZAsLDw4P58+fTqVMn6brFycmJsLAw+vbtS2ZmJgsXLqx0h+66detYsGAB7du3p02bNn/nKQP+//VSvXZ63f6JY/qnGDx4MCEhIQwbNgwvLy9atWolPaZMhARo3rw51atXx9zcnNzcXEpLS5k6dSopKSk8ePAADw8PtfUaNmxIy5Yt0dLSomHDhqSmpr6S47l8+bLUOs/ExIS+ffty9epV1q5dKyXL5OXlcf36dQICAhgzZgwzZ87E2NgYAwMDatWqhYGBAb/88gu2trYcP36c1q1bY2RkxPz589HV1SUnJ4fDhw9Lz5VCoeDEiRPMmTOHgIAAevfuza+//krt2rX58ssvycvLY+/evUB5cUJERARjx46lWbNmNGnShPz8fJo2bUrz5s1Zs2YNUVFR3Lhxgy5dulBYWMiKFSuYN28ehYWFREVF4eHhIU2EFxcXSwWMFds/iUSKN0fFBNUWLVpUSk/duXMnLVq0YMOGDQQFBWlMbFWqqh1zSUmJ9O/jgw8+4OTJk2hra0vtKd9//32gvPi2YmHQqzJ27Fhmz55NREQEEyZMwM7ODh0dHal1pqp169axfv16tLS0kMlk6OrqMmLECLy8vGjcuDGzZs0CXk07zLeRMtUjLS2N/Px8tTSk9u3bEx4ejqurKw0bNuS99957zaMVhH8uZQHk1KlTGTVqFDExMXh5eUmfuSUlJZW+J7SyspLaQJ84cYJmzZoB5Tc2xMXFERgYyOLFi585oUwQBOFZiMIcQRAEQRAE4Z3Qp08f8vPzad68OY6Ojq97OIIgCMIrsGbNGkaOHAmUJ2gtWLCArKws+vfvj6OjY5UFMqpyc3OJi4vj3//+98se7jvH0dGRAwcOSBPgBQUF7N69u9Ky27dvS9tUbPdQt25drl+/jkKh+Ft3lKsmIlSciFRq27Yt2traNG7cWBqTcrLVzs6O9PR0jXfoXrlyhbZt26KjoyPdmfsqPK0tl2jb9XIpkxB0dXVZuHAhjx8/xsnJif3795OdnQ2oF5NXfG8nJSXx8OFDDh8+zKpVq8jMzKy0XsVtXoWmTZty8uRJXFxcqFatGk2aNGHTpk14eHjw008/8emnn9KsWTNu3bpFSkoK69evR0dHBwMDAx49esS9e/ekfSkTbJTtkz766CP09PRo0aIFADVr1gTgzp075OTksGjRIkJDQ3n8+DHz5s3DzMyMkJAQBg4cSGZmJgYGBly7dk0tbWzSpElcunSJwMBALly4gLGxMfr6+pw7d468vDx27tzJtm3bUCgUeHt7U6dOHczNzXF2dubSpUv06dOHNWvWVPl8JCcn07t3b4qKivjuu++k5VFRUSxduhRtbW3CwsLQ0dHhhx9+4LvvvsPc3JxffvmFP//8kxMnTjBt2rSX9GoJShUTVDt27Eh+fr5aeqqbmxtz5szhxIkTGBsbY21tXeX+qvp3aG1tzcmTJ+nTpw8nTpygefPmyGQyqT3l6dOn6dChw2ttq1yrVi3CwsK4efMmo0aN4urVq5SWlpKcnCxNTCuFhYVx+vRpLl++zOjRoyktLcXT0xNvb2/8/f05fvx4pedAeHbGxsYcPny4ysdXrVqFjo4O8+fPx9LS8hWOTBDePMOGDUMul7Nx40bef/99/P39uX//PlpaWqxatarS+mZmZnTp0oWOHTtSrVo11q5dC0DHjh25ffs2MpmMmjVr0qFDh1d9KIIgvMVEYY4gCIIgCILwToiJiXndQxAEQRBeIYVCoVaY8/333wNw+PBh/Pz8+PTTT59pP7m5uWzduvWVFuaopsC9zQYPHsyqVaswMTFBJpPRp08foqKiKi1TtonRREdHhxEjRtCxY0ccHR2fqzWXsnAC1BMRKk5EKiUnJ+Pg4MDVq1el1J7k5GRatWrF2bNnGTduHDY2NpXu0I2NjZW21ZTqFxkZSUlJCX5+foSEhCCXy/nvf/+LQqHgzz//JCYmhmrVqjFo0CCKioqoVasWPXv2BMpbk8XFxaGlpSUVD/j6+kptuerWrcvXX3/N+++/z/nz50lISMDHx4eaNWty8eJFfv31V4YPH05mZibm5uasW7eOqKioSuMBnnlMQjllEoKBgQHOzs4UFBTg5eWFiYkJlpaWdOvWjebNm2NmZqZxexsbG9LS0ujVqxeNGjXC3Nz8FR+BZh4eHnh5eREdHU1xcTGZmZm0a9eOLl26kJSUhL+/P5MnT+by5cucP3+ejIwMTE1N0dfXZ8iQIZiYmGBkZATArFmz6NevHxcuXCA/Px87Ozvy8/Ol1I6HDx8CULduXezs7IiJiUFbW1tKsdm/fz9QnjamTOJ0dnZWSxubN28esbGxzJo1i8LCQvT19QkODubUqVNYW1tjZmbGyZMn2bhxI3fu3AHA0tISHR0dZs+e/dRWHIWFhezfv5/Nmzezb98+oLyd1uLFi0lMTCQzM5Px48eza9cu6fmwtbUlMTGRe/fuvdJWH+8yPT29Sgmqw4YNq5SeeurUqUrbPk9rslq1anHu3DlcXFxo0KABn3/+OQqFgoEDB9KzZ09q1aoF8FrbKq9YsYKtW7eSn5/PkCFD2LNnD/379ycnJ0dKiFNycHDAxcUFFxcXoDwNy93dndLSUoyMjLCzs3slY35XjRo1ivT0dIyMjKRUReHtkJGRwZUrV6TWtkrKGwkqts8Tnk4mkzFkyBB0dHSoV68e27ZtU3tc9e8r5bk3MDCQwMBAtfV8fX3x9fUFUPtM9PHxITg4mObNm7+cAxAE4Z0gCnMEQRAEQRAEQRAEQXgj3bx5k2HDhlFcXEzr1q0ZPHgwCxcupKysDD8/P1JSUpDL5QQFBTFnzhx2797NzJkzKSsro6SkhBo1arB27Vry8/OZO3cuPXr04H//+59UtOPh4cGtW7fYv38/crmcn3/+WWpZITw/Z2dn0tPT1ZYpJ9aftkw5MaraxlLZRkZZaHXs2LEnJltUpCycuHLlilpBT8WJSKWff/6ZgIAAfH19qVatGgCHDh0iLCyMzp07Y2FhwZdfflnpDt3PPvuMoUOHUr9+ferXr//M49u1axdz5szhwIEDFBUV4eDgQFBQkDR5m5KSQmZmJvHx8aSmphIaGkpgYCC3b9+W2nI5OTlx+PBhcnNz1QoAnJycWLp0KT///DOtWrVi48aNzJ49m+jo6L81JuH/KZMQ4uPjiY2NVSsw0/Q+Vb63rayspNZgCQkJREZGYmdnJxV7qa6n/Heh2h5W9d/Iy6Crq8vmzZul45o6dao03ujoaORyOd26dePKlStMnjyZgIAA6tevT7Nmzfjhhx/Ytm0bP/zwA1CemjVlyhR27dqFgYEB06dPp3HjxgQHB9OpUyecnZ2lZKfJkyfj6uqKTCajVatWLFu27LnG/fDhQ/z9/cnMzOTWrVtYW1tjbW1Nq1at0NLSwtzcXCoIOnz4MD179nymohllapa9vT2rVq3CzMyMnJwcGjdujK6uLlZWVty/fx+ZTIaenh5xcXGMHz+enTt3cufOHT777LPnOg7hr3tRCapPa8fcvXv3Stvs3LmTvn37cuTIEbp06SKlZr2OdmgBAQEEBAQA5cUBKSkplYqPlJ8jmlImlAkvzs7OGBgYvLZ2mO8CZYKH8PbJyMggLi5OrTBHoVBINxIIz+e3335j2rRpL+TfjEiUFAThZRKFOYIgCIIgCIIgCIIgvJHq1q3L/v370dHRwcvLi0uXLvH48WP27t0LlLcXUk4SzZkzh+rVq/PFF19IaSAFBQX4+vpy//59Bg0aRI8ePQgMDCQ8PJz33nsPhULBtWvXuHbt2nPdMS+8WkuWLGH79u08fvz4ub6Qr6qFhKaJSIBvvvkGHR31r9I+++wztTtnNd2hC3Ds2LEqx6GpHZGtrS0A5ubm5ObmkpWVJRUAKAs0UlNTiY+PlyaIGzRoAKi35dLW1qZGjRrUqFGDunXrSr9HuY/Lly/Trl07AD744ANOnjyJhYVFpfE865iEv091QkihUKhN/P+TaCpOOH/+PEOGDGHlypVs27aNX3/9lQkTJgCwadMmRowYwcOHDwkPD5f2o+lu9ZCQEHR0dNi8eTNXrlwBwM3NDTc3N7X1NBXqVaRMxoqJiaFFixZs2LCBoKAg6b2t6d+fq6srlpaWLFmyRBp/VZKTk6X/urq6cu7cOerVq0dGRoaUKGRsbAyU/ztZunQpBw8eZMuWLRQVFVG9evUn7v9N8iytH5VFHHK5nODg4Fd6bn2dCapZWVkYGhoyc+ZMSkpKMDMzq5TWIwjCu2PlypUkJiZy9OhRFAqFlHT4448/SsW8mZmZpKen07x5c6kFopubG9OnT3/dw//H6dSpE0ePHtX4WHx8PAsWLKCkpISioiLGjx/PqVOnmD17tto5STVx8scff+SDDz4gISGBkSNHqhWgP3r0iJEjR3Lr1i3q1atHVFTUcyV2CoLwbhNlf4IgCIIgCIIgCIIgvJHu3r3LwIEDkcvlJCQkcPPmTanI4FnExMQgl8txd3fn+vXrANy5c4f33nsPQNwt+YaYNGkShw4d4ujRo7Ro0eJ1D+e5GRsbk5WVBSC1uqpYLNCkSROpAOD06dNAeaujHj16EB8fT3x8PD/++COg/r5VKBQUFBRw8+ZNqU2P6jpNmzbl5MmTAJw4cYJmzZppHM+zjknQLCUlhX79+klJRatXrwbKC1CUr5+7uzv9+vUjJiaGDh06MGbMGD777DNCQkKIjY1FoVDg5+dH586d6d27NwChoaF07tyZ9u3bS6+BXC4nMDCQDz/8kIiICKC8MEwul+Pk5CSl1bxov/32G6NGjWLixImMHTuW/fv3q01Uffzxxxw6dIgTJ07QsWPHJ+4rKCgIFxcXwsPD8fPz+1vjUraNCgsLk1JLMjIynrrdzJkzSU1NZdOmTU9cT1dXl169ehEWFkaPHj2A8oK48ePH06lTJ4YOHcqsWbOA8qSq0tJSjI2NsbCwoGXLln/r2P5plK0fK1IoFK9hNP8c8fHx9OzZk4MHD0rv54yMDLy8vADo0KED/v7+fPDBB+zevfuljOHIkSO0b9+erl27smbNGrp27crgwYPx8PDg3//+Nz169MDZ2ZmHDx9SXFyMq6srLi4uDBgwgNLSUtLS0ujYsSNdunRh7ty5QHlbK29vb9q0aUNSUtJLGbcgvK38/f0ZPnw4ERER3L59m82bN0vtd5VatWpFbGwsV65cwdbWlt9//52dO3e+phG/2QoLC9mzZw+ffPIJFy9e1LhOxdfBw8ODxMREIiMjefz4sbTe6tWrcXd3Jy4uDrlcLtrMCYLwXERijiAIgiAIgiAIgiAIb6QNGzbQv39/fHx8GDZsGJ07dyY2NlZ6XLWQQJPQ0FAOHTpEUVERTk5OQHniycWLF2nRogUKhUJKWxDebZrSOFTbd/wdrq6ufPvttxw/frxSIo9S//79GThwID179qRWrVpAeTKOmZkZcrkcmUyGp6enVBigNG3aNFxcXLC3t9fYRsvDwwMvLy9cXFxo0KABn3/+OYWFhU8dT1VjEqqmbANW1eeJatrXhAkTCAoKwsLCQmqPs2PHDkxNTVm9erVU6PCf//yHwMBA0tLSmDFjBuvXrwdg8ODBhISE0L17d0aNGsX06dPZuXMnhoaGdO/enWHDhknt2F6UJ92t/rzmz5//QvYDVSdjKWlqB6ZcFhYW9sR9q25TcX8jRoxgxIgRao916dJFKmabM2fOMx/DP1liYiL//ve/efz4MY8ePaJ69erUrVuXdu3akZiYSL9+/bCzsyMuLo7k5GS0tLRwdnZGLpdz+fJl5HI5mZmZVK9eHUNDQ2rUqMF7773H+vXrMTExQUtLC2NjY/T09NDV1UVLS4sDBw68cYWznTt3Jjc3l27dulFSUqL2WE5ODsHBwdSpU4cePXrQt2/fF/77f/31V+bPn49cLic9PZ0lS5YQGxvLpk2bWLt2Lfv27WPu3LnExMTg4eHB7t270dfXJzg4mLi4OK5evYq/vz8+Pj5SslR2djbHjh3j5MmTrF27Fnt7+xc+bkF4F6gmHapSJhU2bNhQ+rlmzZqUlpZqXF+ommrbyfDwcOnvvrKyMunvxYqvQ9u2bdHW1qZx48bcvn1bWp6amsrJkydZsWIFhYWFeHp6vsIjEQThTScKcwRBEARBEARBEARBeCN17doVb29vtm/frvFxBwcH+vfvz5QpUzQ+3rdvX1xcXHBwcMDExASAuXPnMnr0aGQyGR4eHowfP54///yTgQMHsnLlSmrXrv3Sjkd4NxkaGpKYmKi2rGKLICgv7KgoKCioUjsU1dYwbm5uuLu7k5mZKcXwqxYU6erqsnnzZrXtdXV1K43necYkVKbaBkwmk1FcXAyotwpTTfsyNTVVaykGcPHiRSlpRlmUsG7dOtavX4+WlpZaIaKtra1UxADlbZbc3d2B8lSwnJwczM3NX/RhCu+gxYsX4+7uzqpVq/jhhx9YvHgxlpaW7NixAwMDAzw8PJDJZGzatInTp08za9Yszpw5Q1ZWFo0bN2bDhg24uLigr6/PL7/8QuPGjfHw8MDd3Z2jR4+yceNGWrRogYWFBbm5uWqTqG+S1NRUaTL3008/JSQkhH379tG3b19MTEy4cuUKK1euRFtbW621ysiRI6lduzbp6ens2LEDCwsLgoODOXjwIHp6emzdupU7d+4wduxYioqK6N69O8HBwZV+/9ixY5k9ezYRERFMmDCBVq1aoaWlpTbh37BhQ+7du8fDhw/x9/cnMzOTW7duYW1tLRX7DRs2DC8vL3r37k3z5s2pXr261N5QqFp8fLzUnkgQALXC/6oKDVU/6zS1XRSenWrbyR49epCWlgaUJxq2bt0aqPw6JCcn4+DgwNWrVzE1NZWW29jY4OrqyoABAwCkazpBEIRnIQpzBEEQBEEQBEEQBEF4I7Vt21at1Q6gll6wYMEC6Wdl4olqUcH06dOZPn262vbvvfcehw4dUlsWExPzYgYsCK/Yli1bWL58OQ8fPmTx4sWvezjvLNUJtXv37pGXlweUTwh16dIFUJ8Q0jRJZ2Njw++//07fvn1RKBRoaWkRFhbG6dOnuXz5MqNHj9b4+6D8s3LLli3UqFGD4uJitRZTgvB3WFtbEx4ezs6dOzEzM+PGjRu4ubkB5YUehYWFZGVl8fDhQ4YPH87NmzcpLCwkOzubrKwsOnXqxPHjx9HV1aVHjx48evSIbt268ejRI/bs2cOBAwdo164dpqameHl50bhxY2bNmvXGJeYUFRXRtWtXDA0NOXjwINWqVaNHjx706tWLgIAAcnJyKC4urpSode/ePWJjY9m4cSPR0dG4uLhw5coVEhMTpcn5Tz75hIiICBo1aoSnpyc3btyoVNhXq1YtwsLCuHnzJqNGjaJOnTrSYxUn/GNiYmjRogUbNmwgKCiIsrIydHV1WbhwIY8fP8bJyYnevXuLQoEXRPl5LrxbbG1tCQwM5MqVK+Kc/Aoo204WFhYSHR2Nl5cXbm5uap+FFf38888EBATg6+urljLo7+/P6NGjCQsLo6ysjNDQUNq3b/8qDkMQhLeAKMwRBEEQBEEQBEEQBEEQhLfQxx9/zMcff/y6hyGo0NbWZu/evU9tFVaRu7s7u3btwsXFhZo1a/Lrr7/i4OCAi4sLLi4uT9z266+/xt3dHYVCQe3atYmOjn7ucWdkZHDlyhW6du363NuqKisro2/fvuTl5XHw4MGntuOIjIykpKQEPz8/ALZv346Li4tIL/uHaN26NYGBgXh6ejJs2DBq164tFWxoaWlRVlZGkyZNqFmzJhs3buTrr7/GwcGBNm3acO7cOa5evYqbmxt37twhPj4eb29vSkpKmDRpErt27SImJgZvb2/q1atHVFQU/v7+HD9+/I2bBP3Xv/7Fw4cPsbS0JDo6mvHjUv9BlwAAIABJREFUx3Px4kU++OADtLS0iIyM5NSpU6xYsYK7d+9Kz6Ey2cbc3Jy0tDS15CzlOhcuXGD48OEA5ObmkpmZWakwZ8WKFWzdupX8/HyGDBlSqahZVfv27ZkzZw4nTpzA2NgYa2trdu7cydKlSykoKMDLy+tlPEVvveTkZHr37k1RURHfffcdU6ZMoU6dOri5uXHr1i327t1LYWEh4eHhtG3blsTERKZNm0a1atX49NNPGTx4MGPHjuXChQvo6+sTFRUl2ki+wapqs6i8kUDZxhLUkw41tVYVns7e3l4tsWrPnj2V1lFNnAT45ptv1K7TVF+HiusKgiA8K1GYIwiCIAiCIAiCIAiCIAiC8BLI5fJKbcAmTJigcT2lhIQE6WfVybmIiAi1bVatWlVpP6qTdsqfHRwcOHDgwPMNvIKMjAzi4uL+dmFOVlYWhoaG/PLLL09cr6oUie3bt2Nra/vUwhxlgseb2PboTZKZmcnChQsJCQnB0tKSatWqER0dzeTJk6V1+vfvz4oVK7Czs0NbW5uEhATat2+Pubk5crmc+vXrk5SURJcuXcjKyiIzM5NPPvmE5ORk+vTpQ7Vq1Th79ixOTk4YGRlhZ2f3Go/4r8nIyCAmJoaffvqJcePGkZGRQVRUFFFRURgYGDBnzhyWLFmCu7s7kydPllqrVEylsbGxYdeuXYwfP15t2ffff0+DBg0oLS3V+J4PCAggICCg0nJNn08Ap06dqrTukCFD1P5f+TllZWWlNmEtaFZYWMj+/fvZvHkz+/bt4/bt28TGxqKtrU1BQQGBgYGkpaUxY8YM1q9fzxdffMGOHTuoW7cuCoWC3bt3Y2lpyfLly9mzZw/h4eEEBga+7sMSBEEQBOE5iMIcQRAEQRAEQRAEQRAEQRAEoUorV64kMTGRo0eP0rlzZ+Li4tDS0mLNmjUAjBw5krp163Lp0iW++uorwsPDKSgoICYmhpycHHx9fTEyMiIxMREAPz8/jIyMOH78OBcvXiQiIgJXV1caNmyInp4epqamTJw4ke+++47CwkIsLS1577332Lt3L6mpqQwcOJBz584RHBxM8+bNkcvlxMfHExISwtWrV8nMzGT9+vUsX75cbaxWVlav8Vl8+0yaNIlJkyZpfOzixYvSz3FxcZUeT05OrnK/3bt3V/v/+/fv/8UR/jNUbKMyffp0OnXqhKGhIWZmZrRu3ZqbN28+tbWKvb09jRs3xsnJCT09PbZu3cqcOXMYOXIkRUVF6OrqEh0dTc2aNdW2i4+PJzY2VkqMSEpK4uTJk4waNYo1a9YwcuTIl3r8QnlLQSh/DVetWkWbNm2kxLB169axfv16tLS01Aqr6tatC5SnT6WmprJp0yZiYmIoKSnB0dHx1R+EILyBVAsQVWVnZxMREUFQUFClx+Lj43F2dlYrlBYEQXgRRGGOIAiCIAiCIAiCILwkAQEBLFiw4KmtOgRBEARBaerUqYwYMYKbN2/y+eefc/r0aUaMGEHTpk2Ji4uT2p3Uq1ePqVOnsnHjRkpLS+nWrRsHDx5k9erVrF27FoBFixbRrl27vz0mf39/mjZtypAhQ1i6dCnx8fGkpqYSGhpKYGAg9+7dIzY2lk2bNrF27Vr27dvH3LlziYmJoV27dmRnZ7N//3527drFtGnTqF27Nr/99htHjhxh6NChLF68mPT0dEpKSrhx4wY//vgjOjo6fPHFFzx48IDvvvuOffv20atXL6kYRzXhQ1WLFi344YcfSElJITMzU22sK1as+NvPhSA8D02TwsuWLau03pNaq6juY86cOWrrmJiYaNxWVVJSUpUtcEJDQ0VhziugLERLTk7G1dWVc+fOSY+FhYVx+vRpLl++zOjRo4HytKS7d+9Sp04dFAoFNjY2eHt7M2XKFACKi4tf/UEIwlvEzMxMY1GOIAjCyyQKcwRBEP6PvbsPqPH+Hz/+7A4hFZWbErHWmFTuVXJKLGto7rbJKKyNDz7GjITFGI18ZuZ22PFRrLnNfWo5KHdzF7a2lYoUKsp9qc75/dGv8ym1fff5LOXm9fhHva/rXNfrfXWcc51zva7XSwghhBBCiKfkq6++qukQhBBCPGecnZ2Jj4/n+vXrNG3alHv37nHz5k1WrlzJZ599Vq7dSU5ODo8ePeLkyZO4ubmRk5PDrl27OHLkCLm5uYwaNYqdO3dWWWyJiYmoVCptkkDTpk0BaNu2Lbq6ujRr1ox27doB0KxZM3JzcwGwt7dHX1+ftm3bcv/+fXJzc0lJScHd3Z1ff/2Vli1bkpiYCIC3tzf5+fm8/vrrxMfHo9FoKm1r9WSbn1IdO3b801iFeBllZWXRr18/bt++TWBgIKmpqaxZs4bU1FQUCgVLly4lKCiIBw8eYG5uzg8//FDTIb9QylZNCg0NLZeY06VLF9zc3HBzc9OOLViwgH79+lG7dm0++ugjhg4dysSJE7XtBCdNmkT//v2rfR5CPK9UKhWhoaEUFRVRUFDA4sWLWbJkCWFhYXTv3p2OHTsSFxfHwoUL8fLy0j7uyy+/RFdXl08++aQGoxdCvCgkMUcIIYQQQgghhPgfqNVqAgICSEpKom7dukyZMoWZM2cCMG/ePDw9PVEoFNrWAdeuXSMtLY2WLVuydu1ali9fzsaNGzE0NCQ0NLRKKhqIv+6/rWakUqmwtramVatWTzkyUV3S0tKYOXMmY8aMKdfi44/WCwsL+9OWHyqVSttKp6riCw4ORqlUVsn2xPPDxcWFqVOnolar8fX1JTIyksaNG1fa7sTLy4sDBw4QGxtLQEAAKSkpJCQk4O7uXqUxGRgYUFxcjJ2dHX369GHZsmVASdWGjIyMckkylSXMXLp0ieLiYhITE6lfvz4tWrSgRYsWHDp0iM6dO7Nx40b27duHlZWVtrJH586dmTx5Mvn5+dpKN6VxABgbG3P9+nWaN29OUlKSdp+lSTyVxSrEy+revXsAXLt2jRMnTqBSqRgxYoR2+bVr1zAzM2PPnj3lEt3E31dZ1aTSakgA3377bYXHuLi4cOzYsXJjpa9lQoj/TX5+PtHR0URERHDw4EHt+K1bt5g9ezaFhYWMHz9em5izaNEiAEnKEUJUGUnMEUIIIYQQQggh/geRkZFYWFiwdu1a1Go1bm5u2i/4vLy88PT0LLf+66+/ztq1a+nTpw95eXlERkZy6NAhDA0N5QJIDfhvqxmpVCpcXV0lMecl92eJOWWp1epKK3wI8VdYWFhw/fp1rKyscHFxwcfHh7Fjx1ba7mTw4MHMmDGD69evY29vT3Z2Np07d2br1q1A1SWjtGvXjsDAQFJSUmjfvj0KhQIdHR3ee+89+vTp85fm5OPjw7Vr12jbti0jRoxg7dq1WFhYUFxczMqVK5k/fz7z58+nV69eaDQanJycWLBgAS1btsTExASAN954g3HjxjFkyBBGjBiBv78/jo6ONGnSpMI+HRwcaNKkSblYAwICquR4CFFVVCrVnyaHVhUjIyN2797NoEGDtEk6AQEBfPLJJ9pkuF9//RVfX186duzI5MmTn2o8QghR3ZycnABwdHTk22+/1Z47mJubY2FhAUBeXh4Ad+/eZfPmzZw4caJmghVCvJAkMUcIIYQQQgghxEvl/PnznDlzhtGjR/+t7Sxfvlx792tp9YIGDRoAVFqFpWxrjzt37jBnzhzGjh1LrVq1+Pzzz2ncuPHfiudllZmZia+vL4WFhbRv356hQ4fyr3/9C7Vaze3bt4mKiqJu3brlqhvt379fW80oNzeX0aNHc+/ePdq0acOKFSsIDg4uV+FoxYoVKJVKduzYgaenJ6GhoTU9bfE/OnbsGOPHjyc1NRUzMzMePnxIeno6CQkJxMfHo6OjQ9euXTl27BgXLlzA1taWhg0b0qhRI7799ltOnDiBubk5JiYmLFmyhNDQUBITE2nUqBHdu3fnxx9/5OHDh0RHR1O3bl1q166NUqnE2toaBwcHHBwcSEhIYMOGDTg6OrJ27Vo2bNgAwNKlS+nQoQOzZ8/m0KFD2osH4uXUtGlT7O3tadmyJdnZ2Tg7O3P69OkK7U5atGhBSkqKtr2Jubk53t7euLm5oaenh4eHB7Nmzfrb8RgbG3PkyBHt70FBQeWWl1Z/KFsZws/PDyip/mRlZVWuQkTp+JOysrL+NI7BgwczePBg7e8JCQnllj9ZsSooKKhCrEK8jMzNzQEwNTXlwYMH2vHSClcFBQV8/PHH6Orq0qdPH3x9feXcVAjxQik9Z0hISKBXr17alnKVVfpr0KABs2bNwt/fn40bN0rCvRCiSkhijhBCCCGEEEKIl4qjoyOOjo5/eztmZmYkJiYCJdUx1Go1eXl56OrqattslPXkF36Ojo4olUo2bdqEUqlk2rRpfzuml5GZmRnR0dHo6+szfPhwbTuT3bt3M3/+fH788UfUanW56kZlLVy4kMDAQLp37860adM4fvw4UL7C0cOHD/Hz88PV1bVCJSTxfNm3bx8hISG4u7uTnp5Ox44dGTZsGLdu3cLHx4fHjx+zdetWTpw4wfnz51m1ahUGBgYkJibSu3dv6tSpw82bN9m8eTNTp05lxYoVbNq0ibS0NFq0aAGAm5sbCQkJREVFERcXx4IFC1i5ciU3btzg5MmTnDlzhg0bNmBlZcWuXbs4cuQIubm5jBo1ipUrV3Lq1CmOHj3Kpk2bypXZFy+X0oQtgIyMDKDydieA9nWrlL+/P/7+/k8vOCFElUpISKBv374UFBSwdetWgoODOX/+PA0aNCA8PBxjY2MmTpxYbqz0fcPMzIykpCRmzZrFqlWrePjwIVFRUdSrV6/cPsqeh5ZVu3ZtBg0axGeffcY//vEPioqKaNWqlbZ6xPOiNOFaX/8/l7z+27al4uUi1Q1fPgYGBnh5eZGfn09oaKg2MeePvPHGG9y6dYuJEyfyzTffVFOUQogXmSTmCCGEEEIIIYR4qZS2DGjZsmW5ShXXr18nNTWVUaNGYWpqyvXr19m5cyf169fH3d29QlUVOzs7Tp48Sfv27bl58yY2Nja0a9eO4uJilEolOTk5f/pl30cffURqaioFBQV899131TX9F86tW7cYO3YseXl5pKWlYWtrq61OZGlpSV5eHjdu3MDZ2RmgwhfwiYmJTJ8+HR0dHe7fv0+XLl2AihWOxIth3LhxzJgxg1GjRmFubk5BQQE3btygXbt25OXlYWxszG+//Yabmxu///47Go0GIyMjbdWAunXroquri6WlJdeuXWP8+PEUFRVRq1YtWrduDZRUFmnfvj0AnTp1Ys6cOQC88sor1KlTR/u8TElJISEhAXd3d218V65c0T62Y8eOkpgjXggtW7asUC1HCPEf+fn5REdHExERwfLly3nw4AFHjhwhLCyMVatW4eHhUWHsnXfeITc3l5iYGL7//ns2bNjAwYMH+eKLL4iKimLgwIHa7Ts6OpKTkwOAq6srgLaFi6enJwUFBdSqVYujR49W/+Sfov+2bemfeVmSOPbt20dQUBDjx4//29VFq4pKpSI0NJSioiIKCgrYvHkzw4YNo7CwEHNzc3744QfS09Px9/enQYMG2gRqGxubSisTOjg4YG9vT7t27Zg+fXoNz05UJ0dHx3JtA0vPTeLi4rRjpa39SseGDRvGsGHDqi9IIcQL7cU/kxBCCCGEEEIIAYBSqeTMmTM1HcYzIS8vT1upIjIykrlz5+Ls7Mzx48c5deoUCoWC48ePc/z4cZydnbVVVQ4dOoSRkRHHjx9HR0eHTz75hK+//honJydOnDjBK6+8gp2dHX369GHbtm0sXboUhUJBcHCwttKKUqnUJgUdOXKEkydP0rZt2xo+Is+vTZs24ePjg0qlwsXFhZ49e1aoTmRnZ8eJEycAKlTMsbOzY8mSJahUKk6fPs2AAQOAihWODAwMKq2EJJ4vpqam2NvbM3nyZBo3boyFhQU9e/bk8uXLaDQaHj9+TJs2bZg0aRJjx44lIyMDLy8vbVn7spo2bcqKFStwd3fn3LlzpKenA2BjY6MtlX/69Gltws6TzykbGxs6d+6MSqVCpVIRHR1NixYtuHjxIgDnzp172odDCCHEM6C0daGjoyMbNmygQ4cOQElyZ3JyMpcvX64wBtC2bVt0dXVp1qxZuYTi3NzccttXKBTai9F+fn74+flpf9+0aRPbtm3jtddee/oTrQJTp07l0qVLHDx4UHvcRo4cSVZWFrNmzaJz586sW7cOKJl3UVERy5cvp1u3bri7u3P27FmUSiVDhw7ljTfeYMCAATx+/BiNRsPYsWPx8PDA29ub3NxcVCoV/fv3p1+/fkRFRdXktKuFWq1m586dbN68+ZlJyimVn5/P/v37+fDDD1m/fj179uzhyJEjtGnThtjYWABu3Lih/fwVEhJCTk5Ohc97ANeuXWP16tWSlCOEEKLaScUcIYQQQgghhHhBlb2zU61W4+fnV7MBPUNSUlL4+eefy1WqMDU15datWxw7doxPP/2U2NhY0tPTsbKy+sOqKqVKL5YA9OjRg/j4eHbv3k1ERAQrVqyotnm9jDw8PBgxYgQ7d+78w3X69+/P7t27cXNzo379+uzbt0+7bMaMGQQEBHDnzh10dXX/sFWMQqFgxowZnDx5ktmzZ1f5PET1WL16NeHh4SQmJtKqVSuKiooA0NfXJywsDCsrKzw8PFi8eDGXLl1i+/bt2NjYaB/fqFEjfHx88PDwQKFQ8Pnnn/PLL7+wY8cO3nrrLaCkCoG7uzvOzs7UqlWrXEuisszNzfH29sbNzQ09PT08PDyYNWsWHTt2pEePHjg4ODz9AyKEEKLGlSZzJiQk8P7772sT6UuTO1u1aqWtoPZHCZ9PJn++qJydnYmPj+f69es0bdqUe/fucfPmTSwsLBg6dCjBwcH07t27XGJJZGQkhw4dwtDQEI1Gw4ULFzA2NuaHH34gJCSE7du3U69ePaytrVm5ciX79+9n1apVdO/encePH3PgwIEanPH/7slKM1u3buWbb74hNjYWXV1d1q9fD5S0P2zUqBHt27dn165dJCQkEBoayvTp04mLiyMtLY3g4GCUSiXdu3enU6dOHDlyhMDAQH744QeSk5PZuHEjDg4O7Nmzhy+//JKioiJmz56Nl5dXlcylbPJadHQ0o0ePJiMjg5s3b2Jra4utrS329vbo6+vj6OhIcnJypZUJoSQp/8lWb+LFp1AoUCgUNR2GEOIlJ4k5QgghhBBCCPEcy8zMxNfXl8LCQtq3b8/QoUNZsmQJGo2GcePGMWfOHJycnDA0NKRBgwa4uroSERHB5MmTadOmDV9//TVNmzZFoVBUaNW0fPlyNm7ciKGhIaGhoeWST553NjY21K1bl61btwJQWFgIQPPmzYmNjaV79+6sX78eXV1dXFxccHR05ObNm9y+fZvGjRvj5ubGhQsXCA0NJTMzk/v37/PFF18A8N577+Hn58edO3fKfem7YMECDhw4QH5+PqtWrcLJyYn4+Hg+/fRTatWqxUcffcTQoUMZN24cv/32G4aGhoSFhWFqalr9B+g54uTkpK0wUqr0S9eyyWild0+XKi1Tbm5uzo4dO8otCw4O1v6sVCqBklYshw8frpKYRc2ZNGkSkyZNqjB+/Pjxv/T4xMTEv7ReYGAggYGB5cZKS+K3bNlS+7zy9/fH39+/3HplS+wLIYR48RkYGODl5UV+fj7btm1j9uzZ9OjRAyMjIzZt2oSJiQkbNmwoN5aXl1fTYdcIFxcXpk6dilqtxtfXl8jISBo3bsyVK1do164dBgYGFVpOzZkzh7Fjx1KrVi0+//xzoHyix08//UStWrX4/vvviYqKoqioiO7duwM8959/nmyTlpGRgUqlIjExkQULFhAYGEhWVhYxMTHo6emRkpLCzJkzeeWVVyrd3q1bt5g5cybFxcV06NCBtLQ0zp49y7p16/jqq69YvHgxsbGxqNVq+vbtW2WJOWWT12xsbCgsLGTTpk0EBQVpE9EuXbpEcXExCQkJtG7dWluZ8MnPey9DSzIhhBDPJknMEUIIIYQQQojnmJmZGdHR0ejr6zN8+HCSkpLK3dk5YcIEgoKCsLKy0iYbDB48mK1btzJr1iwOHDjAli1bmD17NoGBgXTv3p1p06Zx/PjxCneXvkhMTU3p1KlThUoVzs7OZGVloaOjg56eHtOmTePu3bs0b96ckJAQGjduTEZGBl9++SVXr17FxMSEadOmER0drd322bNnuXLlCmvWrCm3z3/+858EBgaSnJzMZ599Rnh4ONOnTycyMhIzMzPUajV79uypcLfukxf3hRBCCPF0nD9/njNnzjxzbVzEi6uyKg7Lly+vsN6TYyYmJoSFhVXYxoteIdPCwoLr169jZWWFi4sLPj4+jB07litXrpSrGlSWo6MjSqWSTZs2oVQqady4cblEj9atW1O3bl1GjBjBlClTgJIkjvj4+Oc+iaNsAlJgYCAGBgba50rTpk0BcHBwQE9P7w+3UfZzoLm5OY0bNwagdevW1KlTR9s+LScnh8TERG373qysLDQazR/+Xf4bZZPXNmzYwNtvv83p06cxNjbG1tYWKHlu+Pj4kJ2dTXh4+B9WJhRCCCFqiiTmCCGEEEIIIcRz7NatW4wdO5a8vDzS0tKwtbUtd2enhYUFVlZW5R5z7do1du3axYcffoiRkRH16tWrtFVT6d2lFy9eZPr06QwZMqS6p/dUFBQUYGhoWGmlitIxlUqFQqHg5s2bvPLKK6SmpqKvr49araZ+/fpAyR20r7/+eoULKgsWLKBdu3b07du33LY3btxIeHg4d+/eLXeXs5mZGVBy92ZiYiIrVqyocLeuEEIIIZ4+R0dHHB0dy42VbQ0qhKh5TZs2xd7enpYtW5KdnY2zszObN2/+w/U/+ugjUlNTKSgo4LvvvuPUqVPcunWLPn36UKdOHbZs2UKtWrWYOHEiHh4eQEmFvQYNGlTXlJ6asglII0eOJCcnh2XLlgElyUcZGRl/+PqWn58PUK4y5Z+1TzMzM8Pe3p6oqCj09PQoLCyskqQcKHltLltR8OzZs+WWp6WlYWVlpU1WK1XZ573SCoZCCCFEdZPEHCGEEEIIIYR4jm3atAkfHx/8/Pzw9fWlZ8+exMTEaJfr6uqWu6CkVqsZPXo08fHxLFq0CFNTU86cOYOdnR3Dhw+nY8eOABQVFVFYWIhSqWTQoEFERUW9EIk5GRkZfP7555Xeifyksl8km5iYlLuLtqCggP3793PixAneeuutcsfYxMSEzMxMiouLy21vxYoVnDt3Tlt2vXQft27dolGjRqjVauzs7NDX19e2WSotuS6EEEKIqldZS9CYmBjmzZuHg4MD9vb2tGvXjunTp9d0qEKI/2/Dhg3anzMyMoD/tCgt+3Ppv2XXBzh16hReXl6MGTOm3HhpwkpZT1Yzel7cuHGDsLAwDAwMaNeunbaa5+HDh2nQoAGvvvoqAQEB9OnT5w+34e3tjaurK127dv1L+9TV1WXy5Mn06tULHR0d2rZt+5c+c5WlUqkIDQ2lqKiIgoICtm7dyoYNG4iNjeXYsWOsX78egFGjRtGwYUNSU1OJjIz8r/YhhBBC1BSdZ6kceadOnTSnT5+u6TCEEEIIIYQQ4rlx7tw5RowYgaWlJadPn6Zp06bUqlWL0NBQlixZQlxcHOHh4cyZM4eioiJatGiBvb09BgYGBAcHc/z4cTp16sQXX3zBzp07efz4MVeuXMHKygpjY2N0dXVJSUlhzpw5L1VbB5VKxbp167SViIqKinBwcCAqKgoDAwPeffddGjduzLJly3j48CHt27cnLi4OJycnDA0NefjwIXXq1OHo0aNYW1vTpk0bkpOTadasGa1btyYuLo4rV64wffp0VqxYga6uLtOnT8fU1JQJEyZQr149bG1tmTlzJv3796/pwyGEEEK8kB4/foyurq62JWjPnj25cuUK8+bNo1GjRly9epV69erVdJhCiCqkVCopKiqqkJjzolGpVMTExHDq1Cl27dpFnTp16NGjB0ePHq3p0P6QSqVi/vz5REdHExERwe+//861a9dYvXo1iYmJfPXVVwQGBvL2229z5swZNm/eTE5ODv/85z9rOnQhhBAvKR0dnTMajabTX1lXKuYIIYQQQgghxHPMycmJixcvlruwNHDgQD788EOysrJ47733MDQ05OLFizg7OzNmzBg++OADnJyc6NevH1OnTiUoKIiVK1eyc+dO2rRpw9q1a7GwsOBf//oXjRs3xsDAgMjIyJcqMaf07tj58+dz8eJFIiIiSE1N5eLFi1y4cAE9PT0ePnxIUFAQycnJfPbZZwDUr1+fHTt2YGZmhlqtZu/evUycOJHAwED279/P+fPn6d69OzY2NuTk5PDLL79w584dcnNzGTVqFDt37mTjxo1SYl0IIYSoBpW1BC1lZ2cnSTlCvID8/PxqOoS/7dixY3z88cfUq1eP4cOHExYWVq6CTFFREfPnz6dBgwacOnWKN954gyFDhnDhwgUUCgV79uzRtuetCefPn+fMmTOVfr5MTEwEStpXBQYGYmBgoP1s1rRpUwDatm2Lrq4ulpaWJCcnV1vcQgghxN8hiTlCCCGEEEII8QIoe2EpNTWVkSNHUlRUxNWrV0lKSsLAwIDo6GgAHj58yLBhwxgyZAi2trbk5ubSqlUr9u3bx8OHD5k7dy6vvfYaCQkJHDp0iKioKBITEzl+/Djdu3ev4ZlWLycnJ6Dki+Fvv/0WBwcH9PT0ANi4cSPh4eHo6uqWa3tlZmYGlJRzT0xM5PvvvycqKoqioqJyxy8lJYWEhATc3d2rcUZCiKetbGs7IcSz7c9agsr/YyHEs2rfvn2EhISgUChITU1l2bJlxMTEsHnzZrZt28aAAQNo3LgxYWFhKBQKYmJi0NfX5/vvvy/X9qumODo64ujoWOmyBw8eAJCQkMDIkSPJycnRthkrLCwkIyPTO1kTAAAgAElEQVSj3GevZ6kriBBCCPFnJDFHCCGEEEIIIV4AZS8sDRw4kNjYWNLT09HR0cHW1hYjIyPtuvXq1cPc3Bx9fX1MTEzYsmULH3zwAevXr+fo0aN069aNHTt20KBBA6ZPn86VK1eoVasWmZmZNTjDmpGQkKD9t1evXvz888/aZStWrODcuXNcvnyZDz74AAAdHR1u3bpFo0aNUKvV2NnZMWLECKZMmQKUfJkcHx8PgI2NDZ07d2br1q3aZaXbEEI82zIzM/H19aWwsJD27dszdOhQlixZgkajYdy4cRQXF/Pll19SVFTE7Nmz8fLy4p///Cfnz59HrVYTHh6OtbV1TU9DiJeeh4cHI0aMYOfOnTUdihBC/GXjxo1j3rx5rFu3jgkTJjx3FWRK22zt3r0bBwcHEhIS2LBhA1DyWcjLy4tLly7x2Wefoa+vj0KhQEdHh/fee48+ffrUcPRCCCHE/0YSc4QQQgghhBDiBVD2wlJycjJvvfUW+vr6pKam0rNnT9auXatdt2ziR9u2bdm+fTvr1q0jNjaWzMxMLly4wJgxYzAyMmLJkiXs3r0bV1dXbQnxl4mBgQFeXl7k5+cTGhpaLjGnS5cuuLm54ebmph1bsGAB/fr1o3bt2nz00UcMHTqUiRMn4uHhAcCkSZNo0KABAObm5nh7e+Pm5oaenh4eHh7MmjWL5s2bM2jQIObPn89rr71WvRMWQvwlZmZmREdHo6+vz/Dhw0lKSuLx48ccOHAAtVqNh4cHsbGxqNVq+vbti5eXFwsWLKBu3brExMSwevVq5s+fX9PTEOKlV9oStKzS8x1pKymEeFaZmpqyYsUKMjMzGT16NI0aNdIue54qyNy4cYOTJ09y5swZNmzYwIABA6hXrx52dnaMHDmS9957D4CgoKByjwsLCwNKXq9fxs+oQgghnk+SmCOEEEIIIYQQL4CyF5bOnTvHiBEjaN26tXb5yJEjtT9bW1vj6ekJgK2tLbt378bIyIjBgwczdOhQrl+/jpGREdnZ2QQEBHDnzh3i4uJo3bo1NjY21TuxGlTZF72lXwIDfPvttxUe4+LiwrFjx8qNlZZef3LbAP7+/vj7+5dbtmnTpv8xYiFEdSnbPjAtLQ1bW1s6dOgAQE5ODomJidrX2aysLDQaDV9++SU//vgjhYWFtGnTpibD/69NmDChwmuZQqF4JtphCCGEEC+b1atXs337du7fv88777xTIcHwefHKK69Qp04dLC0tycvLA+D27dv8/PPPfPXVVzUcnRBCCFG1dJ6l7NlOnTppTp8+XdNhCCGEEEIIIYQQQjzXSlsEzJs37w+Xq1QqgoOD//L2rK2tadWqVRVG+fwKDQ2lUaNG+Pn54evrywcffKA93mq1mj59+hAVFYWenh6FhYXcvXuXQYMGoVKpiI6OJjw8HKVSWe1xq9VqdHV1q2RbkpgjhBBCiP9F6XmqSqUiLi6OtLQ0goODUSqVuLq64u/vT2JiIosXL67pUIUQQog/paOjc0aj0XT6K+tWzSdxIYQQQgghhBBCCPHCUqlUpKSk1HQYzwwPDw9CQ0Px8fHhwYMH5Zbp6uoyefJkevXqhbu7O5MmTcLU1JT69evj4eHB3r17qywOlUpFv3796Nu3Lx4eHoSEhGi3v3PnTkJDQ1Eqlbzzzjt4e3tz4cIFhg4dSs+ePenTpw93794FwNHRET8/P+zt7dmxYwfe3t507NiRa9euAeDq6grAnj176NixIx9++CFFRUVVNg8hhBBCiFKl7blCQkJqOhQhhBCiykjFHCGEEEIIIYQQQojnXGZmJr6+vhQWFtK+fXuGDh1KaGgoRUVFFBQUsHXrVho2bMioUaO4evUqLVq0oHnz5vj5+TFz5kzCwsLKVdFZuXIlGzZswNDQkFWrVvHGG29gbGyMp6cnoaGhNT1d8f+pVCrmz59PdHQ0ERER/P777yQlJfHvf/8bX19fQkJCiImJ4fjx46xevRqAhw8fUrduXdauXYtGo+GDDz6gcePGXLlyhbNnzzJ+/HhOnz7N999/z40bN5g8eTKurq7ExcXh4uJCVFQUubm5uLu7k5ycXMNHQAjxslAqldy4cYPi4mKCgoLKLZOqbkIIIYQQoiZIxRwhhBBCCCGEEEKIl4iZmRnR0dHExcVx9+5dkpKSyM/PZ//+/Xz44YesWbOGU6dOoaenR0xMDK1bt/7DbWVlZbFlyxbi4+M5dOgQtra2+Pn5ERoaKkk5zyBHR0fGjBnD4sWLtX9nZ2dn9u7dS3Z2Nrdv3+bs2bMAPH78GFtbW9zc3JgzZw7z5s2jR48eNG3alDp16tCsWTPatGmDrq4uzZo1Izc3t9y+dHV1qV+/Ps2bN8fc3LwmpiuEeIkplUqmTZtWbkytVtd4VTeVSsXMmTMBSEtLY/jw4QBMmDChwroKhaI6Q3uqys77j+Tl5bF9+3bt7+vXr3/aYQkhhBBCPJMkMUcIIYQQQgghhBB/qOwFpj/z5IUXUb1u3brF4MGDUSgUxMXFkZmZiZOTE1CSuJGcnExKSop2rGPHjgDo6Ohot1FaVTk1NZUOHTqgp6cHlCRjiGdXTEwMFhYWTJ06lbFjxzJ+/HgsLS2ZPHkyixcvpmHDhjx48IBHjx7x3XffYW5uzvbt22nYsCF+fn5ERkaSnp6u3V5lz4lSarWaBw8ecO3aNbKzs6ttjkKIl9Pjx48ZMGAAXl5eREVFATBixAgAunXrxtixY/nkk09QKpVMmTKFKVOmMGDAAG1S4aRJkzhz5kyNxb9s2bIa2/ezQhJzhBBCCCFKyDcrQgghhBBCCCGE+NskMadmbdq0CR8fH1QqFS4uLvTs2ZOEhAQAEhISaN26NTY2Ntqxc+fOAWBsbMyNGzcAuHjxIgCtWrXi3LlzqNVqoCQZw8DAgOLi4uqelvgL8vPziYqKYsWKFXz44Yc8fvyY7du3ExUVRWZmJgDt2rXjwIEDnD17Fl1dXfr168fly5fZsGEDAwcOpKio6C/ta9q0adpqO02aNHma0xLimaDRaPD29sba2lrbDk5Un+3bt5ORkcGjR4+Ii4vTjmdnZ3Px4kXOnz9Pfn4+fn5+vPvuu5w+fZoLFy4wZcoU1Go1kZGRrFy5Ek9PT8aMGfPU4rx06RLfffcdr732Gr179+bgwYOcPXsWV1dXhg4dSocOHWjQoAFDhgzh7t27ODg48Pbbb2NiYkKnTp0YN27cU4vtaUtISKBv3754eHiwfft2bQUdpVKJUqlkzZo1REdHo1AoCAkJ4eLFiygUCi5evEhYWBjdunXDxcVFe37SvXt3xo8fj6OjIwcOHKjJqQkhhBBCVClJzBFCCCGEEEIIIYSWSqWiX79+2osst2/fJjMzk8GDB9OxY0euXbsGwMSJE3Fzc+Ott97izp075S68ZGdnExISgouLCx4eHly9epXbt2+jUChwd3dn4sSJNTzLF4+HhwehoaF06NCBc+fOERYWhoGBAV5eXqxYsYKAgAC6du1KQUEBvXr14vfffwfAxMQEa2trPD09+eWXXwAwNzdn0KBBODs74+7uTlJSEgqFgi+++IK5c+fW5DRFJdq1a0ffvn1RqVSYmpqybt06BgwYgFKpRKPR4Ofnx6JFi9i6dStJSUmcPXuWXbt24eXlRVpaGiqVipycHABatmxJWFgYUNJuZd68eQDaC+L9+/fnzJkzfPvtt+UukgvxItJoNHh6eqJSqXB3d9dWESvrwIED7N27twaiezns3buXVq1acfjwYWbMmKEdX7hwIa1ateL48eMYGRmRnp6Ovb09hw8f5ty5c0RGRnL06FGsra15/fXXiYmJ4erVq+Tl5T2VOE+ePEmXLl149dVXiYqKomfPntr3S6VSiaWlJUFBQbi5uXHlyhXS09OxsrLi3//+N02aNMHIyIjjx48/ldietrJtM0vPLcoKCAigd+/eqFQqpk2bhr29PSqVirZt2/L1119z9OhRwsPDCQoKAkoqAM6ePZu9e/dKMpwQQgghXij6NR2AEEIIIYQQQgghni35+flER0cTERHBwYMHyc3NJSYmhs2bN7Nt2zacnZ158OABR44cISwsjFWrVhEQEMDVq1cJCwvjxo0bxMbGEh8fT1xcHAsWLGDQoEEoFAqCg4MrtMcRf5+TkxMXL15EqVQC4OfnV+l6pcvLqqytxLhx48rdwW9nZ8fhw4erItRnlkqlIiYmRpuM8r+6ceMG69at015kfNpeffVVrl+/jpubG1ByUTMpKYnvvvtOu06LFi1ISUnBw8MDKEm+8vb2xs3NDT09PTw8PJg1a1a1xCvE8+L69etcvnwZPT09Nm7cSI8ePQgJCaFdu3Z4e3uzc+dOLl++zJQpU2o61KdOoVAQExODvv5/Lif4+fkRHBxMy5Ytn9p+i4uLMTQ0BNBWVAFITEzk6tWrKBQK7t+/z6uvvspvv/3GV199RWFhIffu3WPp0qXY29vTrl07AJo1a8adO3cwMTGp8jgHDBjAlClTyMnJYfDgwWRkZNCmTRs0Gg1Tp07lyJEjpKen8/bbb/Pqq69SXFzM5cuXuXDhAufPn+fGjRt06dKlyuOqDmXbZq5atQoXFxegJLGtbGvEJ2VnZ9OiRQsMDAxo2bIld+7cAUrenywsLACeWiKVEEIIIURNkMQcIYQQQgghhBBClFP2Isu3335Lo0aNGDhwINnZ2aSnp5OUlERcXBze3t64uLhw4MAB3nnnHS5cuIBKpeL333/nwoULeHh48M4775CcnMzRo0dRKpWsXLmSadOm0aFDB20SRGmyiEKhYNSoUZiZmZGUlMSsWbNYtWoVDx8+JCoqinr16tXgUXl2PX78mCFDhlBQUICpqSlvvPEGw4cPZ/369QwcOJAHDx5gbm7ODz/8gEKhoFOnTsTFxTFq1CgCAgJISEhg3LhxFBcXM378eIYPH86MGTM4fPgwtWrVIjw8HAMDA0aPHs29e/do06YNK1asqOlpP7OaNGlSbUk5CoUChULxl9Z9shqDv78//v7+TyEqIV4Mn376Kffv3+f+/fuMHDmS/fv3069fPyIiIigsLGTu3LkMHz6ctWvX4unpyahRo2jYsCGpqalERkZiZWWFv78/6enpWFtbY21tTXBwcE1P67ny9ttvM2PGDN54441yCTV2dnZkZmaiUqkAOHz4MAMHDmTkyJGEhIRgaWlJamoq7du3L5cc8rQSg42MjHjrrbdIS0tDrVbTtm1bvvvuOzp37syDBw/o0aMHbm5u5OXlkZSUhFqtpkuXLrz11lssW7aMvXv3/uWWgs+asm0z+/TpQ3JyMlDSHrN9+/YVWmGW/j3Mzc1JS0ujsLCQjIwMjI2Nyy2Hp/f3EkIIIYSoCdLKSgghhBBCCPFSSUtLIzY2tqbDEOKZVvYiS69evdDR0UGj0TB//nxsbW3Jzs7GxcUFS0tLfv75Z8zNzTEwMNBeQPnll1+wsrIiNjaWtm3bYmpqyrVr17hy5QoqlYovvvjiD/edm5vL999/z9SpU9mwYQMHDx7kzTffJCoqqlrm/jzauXMnXbp04cCBAxgZGWnHr169ipmZGYcOHSIiIkI7/vbbbxMfH49SqeTx48fMmjWL8PBwjh49yrJlyygsLCQ+Pp6jR49y6NAhmjZtysKFCwkMDOTQoUPPdcuN/8vFixfp168fLi4u3L9/n/feew83Nzfee+89ioqKUCqVrF27FoDg4GBUKhXHjh2ja9eueHh4sH79etLS0hg+fDgA3bt3Z/z48Tg6OnLgwAEAVq1aRbdu3Zg2bdpfTqoRQlS/efPm4erqSteuXQHo2rUrsbGx3L59m7CwMExMTGjYsKF2/dzcXH744QcmT57Mtm3bOHnyJLVr1yYmJgY7O7uamsb/Sa1WM2bMGHr27Enfvn0JDQ3F0tKSbt26ERMTU27d1NRUunXrho+Pj7a1ZamncY49aNAg3NzcePToEffu3aNJkyb8+9//ZsaMGdjY2ODh4YGnpyfW1tYsWrSIH3/8kTFjxmBkZMSwYcOqNJY/s3v3bnbv3s2lS5f49ddfiY6OZuHChRgaGpKcnExOTg5ffvklu3btwtramubNm5Oens67777LzZs38fT0JD09vdrirUpPts3MzMzkzTffJDs7GyhJVr19+zaDBw/m9u3b1KpVi6ZNm+Lu7s6DBw/o1q0bDg4OZGZmMmjQIDQaDSqVipkzZwIllf6USiXJycnaFpul55Fr166lR48e9OjRg7Nnz9bYMRBCCCGE+CukYo4QQgghhBDipVJ60aC0nYcQoqLSiyz5+fmEhoYSGxurbQVhZGSEp6cn58+fZ8+ePZiYmDB69GiaNGnCw4cP+eyzz1ixYgUnTpzA3Nwca2trRo0axcKFCzE2Nkaj0dCsWbMKd0SX/t62bVt0dXVp1qxZufYTubm51X8gnhMpKSnaKkcdO3bUjr/yyivY29vj6+tLx44dmTx5MlBSEUlPT48WLVqQlZVFbm6uthWJjY0NWVlZfPrpp4wcOZJGjRoxf/58EhMTmT59Ojo6Oty/f/+5bbnxV+zevZv58+ezbds22rZty+bNm5k3bx7btm2rdP19+/YREhKCQqFAo9Fw5coV7bJbt24xe/ZsCgsLGT9+PJ6eniiVSuLj4zl9+jQnT56srmmJZ0hpW6DSxA8zMzPOnDnD6NGjK6w7YcIEli1bVgNRiic1bNiQ27dv4+HhwaJFi/jss8/KLS99/7K0tCQ5OVlbsWXSpEn06dOHU6dO1VDkfy4yMhILCwvWrl2LWq3GwcGBYcOGMWvWLLy8vPD09NSuu2jRIkJDQ+natSsODg7ltvM0zrF1dXVZt25dhXFzc3N27NhRbszGxoZRo0axbds2Ll++zKhRo2jUqJF2eWWtHKvKN998wzfffFNh/I9aBLq6uhIZGfnU4qkulVVt279/f4X1yiZXz5o1i/nz52tbpqakpDBp0iQMDQ2ZOXMmH330kXZdlUql/bupVCoCAgLw8/NDo9GQk5PDrl27OHLkCLm5uYwaNYqdO3c+lXkKIYQQQlQFqZgjhBBCCCGEeK6pVCp8fHwYMGAArq6uhIeH06tXL7y9vdFoNIwdOxYPDw+8vb3Jzc1lzZo1bNy4kV69etV06EI8s0qre6hUKjp27EhQUBA6OjooFAp8fHzQ0dFh+fLl+Pv7M2vWLO7cuYOenh4ODg7MmTOHVq1aceLECRISErCwsMDV1RUfHx/u3LnD3bt3uXjxIsbGxly/fh0oqVJSqmzCjrQz+GtsbGy0VY7OnTunHS8oKODjjz8mPDycAwcOcPPmTaCkElJxcTFXrlzBwsICExMTbTuJlJQULCws8PDwYOPGjVhYWLBnzx7s7OxYsmQJKpWK06dPM2DAgBqZ69NWmgxmaWlJWloaHTp0AKBTp04kJydX+pwcN24cP/zwA++//z4//fRTue2Zm5tjYWGBpaUleXl55OTkYG1tjZ6eHo6OjtU0K/Gsc3R0rDQpB5CknGdM//79OXz4sLYCSFlPvj7Y2Nhw8eJFvvrqK37++efqDvUv+/3333F2dgZKEmFKx3x9fbl06RL37t3j999/p3fv3mzZsoWWLVuSlZVFTk4OQ4YMYdy4cQDPzDn2oEGDiIuLK5eUI54tZVumXr58mdGjR9OzZ0+2bt1KZmZmpe+1Q4cO5cKFC/j6+nLgwAFSUlJISEjA3d2dgQMHkpeXVyNzeRGUrVD0v/Lz89O2MRNCCCFE5SQxRwghhBBCCFGtNBoN3t7euLm5UVxc/KfrVtbio3RMqVRy5swZ7TYjIyN58803OXXqFD/++CNnzpxh7ty5WFtbExsby/jx41m1ahUBAQG8//77/Pjjj1U9NSFeSrVr1+bAgQP0799fO7Z69Wrc3Nx466238PPzw8HBgSZNmqBQKHB3d+e7776jffv2FdodiP+Nj48Px44d44033ih3YerKlSv07NmT7t27axNEALZs2YKzszMjRoygVq1azJ07l2HDhuHq6so//vEPDAwM8PHxoUePHuzfv5+ePXsyY8YM5s2bp20b8ry23Pi/lL0YaGhoqH2fOX36NK1bt640oczU1JQVK1YQEhJSoYLGkxcXzczMSE9PR61Wc+HChac9HVEDnmwLFBMTQ7du3SptC1Sq9KLo7du3ta+TEydOBEoqa0BJQp2LiwvdunUjLCwMKLkQ+s9//hNXV1fmzJlTPRN8ydSvX58PP/wQFxcXxowZw5AhQ/jxxx/p3bs3ZmZm5dY9e/Ysly5d4qeffmL16tV07dqV6Oho6tWrx/nz5zly5AhjxozB09OTMWPGAHD58mW6du3KgAED6NWrF2lpaezYsYMuXbrg4eHBvn37nvoc7ezsOHHiBFDy/NVoNBQVFREeHo6JiQmxsbHUqVOH6OhounTpwrx58zA1NcXMzIwtW7Zw9+5dkpKSqvwcu/S5/yKKi4ur6RBqVNmWqTY2Nrz66qscPnxY28qqsvdaAwMDlixZwnfffcfs2bOxsbGhc+fOqFQqVCoV0dHRNTafqlT6fjBhwoQ/XV5d1Gp1te1LCCGEeNFJKyshhBBCCCFEtbp+/TpGRkbs3bv3b23Hz88PoFyLnWbNmmFubg5ArVq1qFOnDps2bSIqKoqioiK6d+/+t/YpxMugsrYEZcdK/+8BBAcHA9CvX78K60+aNKncWFBQEEFBQeXGKmt3UHrB+Y/2+TSp1WpttYDnSe3atdm9e3e5sdJjdvTo0Qrrf/nll+jr/+crIScnJ44dO1ZunbJtJ0o92TakqpW2q6iuv7efnx/BwcHaNl5PMjU1JSYmBjc3N5o2bcq0adPIz89n0aJF/PTTT9pjuHr1arZv3879+/eZNm3an+5TX1+fkSNH4uzsTPfu3TEwMKjqaYka9mRbIDc3Nw4ePAhQoS3Qk86ePYtCoSA4OLhClbBZs2YRHh6OpaUlrq6uvPPOO0DJa+XSpUvp2rVrhcQw8fe0bNlS+55U6vfff6dOnTp8+umnQPnXq/nz5xMfH8+DBw9wcnLi3r17tG7dGisrK15//XXy8/N5/fXXWbt2LX369CEvL4/FixezdOlSOnfurK2itW3bNn744QdatmxZLdXi+vfvz+7du3Fzc6N+/fqMGDGCpUuX0rt3b4YMGcL58+fJysqiV69ePHjwgLNnz3L58mWysrJ49913uXHjBpmZmX+6j9J5lE1WrGrP63v4y6hsy9QNGzbw9ttvc/r0aYyNjbG1tS2XvF1a+WjXrl188803PHz4kOHDh2Nubq692UNPTw8PD48/bB32PKruamkJCQn07duXgoICFi9ezJQpU2jUqBFvvvkm69ev1yaTKRQKVCoVI0eOJC0tDV1dXW0y3rJlyzhz5gy9e/eW9yMhhBCiEpKYI4QQQgghhHjqpk6dysiRI8nMzOTdd9/FwMAAW1tbJk6cyLZt2/jll1+YOnUq5ubmrF+/noSEBIyNjbG2tubRo0cMGDCA48eP07BhQxo2bIhSqWTRokXUr18fNzc3Vq1axapVq3j06BFz586loKCA7OxsIiIi0NXVxc/PDz8/PwoLCzl16tT/WalHCPFiU6vVBAQEkJSURN26dXn06BFdunQhMzOT5cuX4+vry927d3F0dOTrr79mx44dLFiwgPr16/PJJ59gYmLCxx9/TL169Rg+fDijRo2q6SmJKlBZMtgHH3xQbh0DAwPi4+MrPO7JRLTSi/llqyKoVCoAxowZw0cffcTJkydZv359Fc5APAuebAuko6NDgwYNANDT0/vTx/bs2ZMjR44wbNgw+vbty/vvv69dlpubq00is7GxISsrC/hP+zVDQ8Oqnop4wq+//sqUKVPYvn07bm5uFZa7uLgwdepU1Go1vr6+REZGkpyczK1bt6hbty4dOnQol0x+584dUlNTad++PXp6etplM2fOZN68eRQVFREUFIStre1TnZeuri7r1q3T/q5SqfD392fevHkolUru3LlDcHAwly9f5rfffsPc3Jzbt2/z8ccfM2PGDDp16sShQ4fo1KkTERERxMfH06ZNG1asWEFwcDBXrlwhIyODXr160a5dO7y9vdm5cyeXL1/m1KlTrFmzhoiICPbv38+OHTvw9vZm165dFBcXM378eOLi4li4cCFeXl7s2bOHL7/8kqKiImbPno2XlxfdunXDyckJQ0NDAgMDGT16NPfu3dPG8LI6f/48Z86c+cM2eTXJ0dGRefPmaX8/e/ZshXUqS94uTUgs5e/vj7+/f9UH+AxwdXUlLi6O+Ph4Pv30U2rVqsVHH31E48aNAbh79y7Dhw9n4cKFtG3b9m/vLz8/n+joaCIiIjh48CBZWVnExMSgp6dX4VylsLCQa9eucfjwYTQajTbhThJFhRBCiD8nKeRCCCGEEEKIp87Z2Zn4+HiOHTuGg4MDCoUCjUbDhg0b2LVrF3379iUyMpKioiKSk5PJyMjAxcWFq1evsnbtWnJycvj555+ZNGmStnd9nTp1mD9/PpaWljRp0oRbt27x2muvsXfvXnbu3Ent2rUJCQmhqKiIkJAQPDw82L9/P+3atSM+Pr7CF7t/JC0tjdjY2Kd5eIQQ1ay0osXhw4e11bvefvttwsLCWLNmDe+88w5Hjhzh4cOHnDx5Ulu9IDY2lr59+7Jv3z5CQkKIjY197i4IqVSqctVyatrjx48ZMGAAXl5e2io9c+fORaFQ4OHhQVpaGsnJyTg7O+Pu7s4XX3wBwMqVK+nWrRvu7u789ttvZGdn079/f9zd3Rk3bhxQUtHpybYxqampdOvWDR8fH65du1Yjc162bBk9e/Zk0qRJTJkypUZiEE/Pk22B1Go1d+/e5e7du/9nYnBxcTFz585l06ZNhIaGlltmYmJCWloahYWFpKSkaFvTPc0KJKK81157jbi4uEqTcgAsLCy4fv06BgYGuLi4sHjxYj799FMcHR3ZtWsX+vr6Fdrb2UnZYTEAACAASURBVNjYcPHiRYqLi/n5558BaNGiBWvXriUgIIAlS5ZUy9z+TIMGDVCpVNrKT126dMHJyYmlS5fi4+NDeno6Xbt25cCBA9SrVw8LCwuMjIw4fvw4AK+++ioHDx5k2LBhREREACUtFd955x26devGiRMnOH36NAYGBhQWFqKnp4eenh63bt1i9uzZ7N27l9WrV6NWq1m8eDGxsbGoVCoWLVoEQE5ODkFBQSxZsoSFCxcSGBjIoUOHysXwMnJ0dHwmk3LEf2f69OlERkZy6NAhhgwZAsC9e/d4//33WbBgQZUk5UBJ9UQoed7ExMTg4OBQIZm0tPKVgYEBI0eOZPjw4cycOVPb7koSRYUQQog/9+x8EyOEEEIIIYR4YZW9g3jAgAFs2bKF+vXrk5KSQv/+/fn1118xNjbm3r171KtXj/r162NnZ8eFCxdITEwkKSmJESNGkJ+fry1n3qxZMwDs7e1p0KABbm5u5OTk0KJFC1JTU2nWrBm9e/dm/Pjx1K5du1yrgSNHjvzl2EsTczw8PKr0mAghas6TFS0AOnbsCMDly5d58803AejUqRPJyckVqheMGzeOefPmsW7dOiZMmECXLl1qZiKUJNrExMSUu/P8ebJz5066dOlCUFAQAQEB3Lt3j4yMDFQqFYmJiSxYsIDOnTsTEBCAn58fGo2GrKwstmzZQnx8PHp6eqjVaqZOnUpgYCDdu3dn2rRp2ouxT7aNWbRoEaGhoXTt2hUHB4camfPHH3/Mxx9/XCP7Fk/fk22BZs+eTZ8+fdBoNMydO/dPH3vq1ClmzJhBYWFhhZZXc+fOZdiwYRQXF/OPf/xD2qA9o5o2bYq9vT0tW7YkOzsbZ2dnNm/e/Ifrf/LJJ/j6+mJhYYGpqSkGBgYEBwdz4sQJ7t+/XyFBqzpUVj0sOzub9PR01Go1P/74I507d+b1119nzZo1TJgwgb59+7Js2TKMjY25efMmly9f1r43lr6/Nm/enNu3b3Pr1i3y8vKwsrLCxcWFvXv38ujRIxwcHIiIiNAmCJibm2sT0PLy8sjJySExMVH7fyMrKwuNRoOFhQVWVlYAJCYmMn36dHR0dLh//36Nvj8/TSqVin/961+o1Wpu375NVFQUH3zwARkZGVhaWrJx40bi4uKIiYlh8uTJDBw4EB0dHezt7fn6668rrTxUXSprmSr+nJmZGfCfc9YtW7bwwQcf8Prrr/+t7ZZW5YGSVlal//bq1UubKAglCTkFBQX89ttvQEkS6XvvvceIESMICAjgp59+AiRRVDybNBoNb731Fvfu3ePQoUP/Z/VCIYR4miQxRwghhBBCCPHUld5BbGVlRadOnZg7dy6enp5oNBr27NmDQqFg8+bNxMfHo9FoePDgAXfv3iUvLw87OzteffVVwsLCMDU1pUWLFsB/vvhLTk6msLCQI0eO4O/vT25uLjY2Njx8+BCVSsXChQsxMTFh7dq1jB07lvXr11OnTh327NnDuHHj+O233zA0NCQsLAwTE5MKY2vWrNFW1Th37hw3btxg3bp1BAUF1eQh/X/s3XlAjWn/+PF3J0lZEsoSibGMmVCWSKlTWRLS0FimJEqWiTFmPDHFxCDG8jDGvkwGY3kwssVITilkT/axHLRRVAotp9Pvj37n/haZGTOS4Xr90+neznXdp865z3V/rs9HEIR/QJPRok+fPtIsX83NjqZNm3LmzBk+/vhjTp8+ja+vr5S94NixYyxcuJCFCxeybNkykpOT8fHxKbPcwttKrVZLfX0b3Lp1S7oJ2759e7KyslAoFNJNu/r16zNw4ECCg4Px8PDA09OTWrVq0a5dO2lgXSaTvfRm7PNlYzTPV6lSJdq0afPmOyz8JePGjWPJkiWllsnlcqkc2Nvs+bJAAD179iz1u6YfwcHB0jLN33zJ8mclf7e0tOTYsWOl1oWGhr5wTKFirV+/XnqclJQElP16a147lUrFiRMnKCwsxMbGhrp16zJ37tw31dy/rGXLlnh5eUlZvgoKChg1ahTz5s3Dzc1N2sbT01MKxFGpVCQkJJT6zHF1dWX06NH07dsXKP67/uKLL7CxscHGxoYJEyZI/X8+u1CdOnVo3bo1Bw8eRFtbm4KCArS0tEodv6w2vMv27NnDrFmz2LFjBx999BGbN29m5syZ7NixQyp5dPbsWeRyOcHBwRQVFZXKPKRWq+nVq9cbDcwRXo2WlhYPHz6kdu3a0jXr8OHDSUxMZNeuXdL/35/5s+s/HR0dnJ2dyc3NZcGCBaUCc7y9vbG1tZX+TrKzs3F1daWwsJAaNWrQunXrf9BDQShfKSkpVK9eXcqS+jJv23ckQRDeTSIwRxAEQRAEQRCEN0Izg7hhw4bk5ubi6+vL+PHjadq0KSqVivHjxzNo0CCcnZ2xs7OjqKiIWrVq4efnR3h4OK1atUJfX1/KmKNhampKRkYGzs7OPHv2DENDQ9zc3BgzZgyTJk0iLy+Pr7/+mjt37nDy5EkOHz6Mn58fM2bMwNTUlOXLlxMeHs6KFSswNzd/YZmfnx/a2tpSQFC9evVEUI4g/Ms9n9GiJD8/Pz777DNWr15NmzZt6Ny5MwEBAaWyF6xcuZKdO3eSk5NDQEBABfXi/8THx9OrVy/y8vLw9/fn7NmzzJw5U7rxK5fLGT58OLVr18bS0pKEhAS2bNmCSqWiR48eFVqur0mTJsTHx+Pi4sK5c+do1aoVPXr0kIIyCgoKUKlULFy4kPz8fGxsbNi/fz/nzp2TBtDVanWZN2MvXLhQZtmY+Ph4rKysSEhIqJA+C39u8eLFFd0EQXgjbt26ha+vL0+ePMHHx+etKjVYkqurK+PHj5cySE6YMAF3d3cGDhxISkoKAN988w1+fn5kZWUhk8lYvXr1C8f59NNPmThxIsuXLweKgwEqV66MjY0NVlZWXL16lc6dO5fZBplMxsSJE3FyckJLS4uPPvqIpUuXltqmrDY0adLkdZ6Kt4Ym8NTExASlUkmHDh2A4mx/Z86ckQJz7O3tiY6O5rPPPqNXr1707NmzzMxDItvJ2ykkJIS+ffuiq6vL6NGjqVu3LlpaWqxcuZLBgwdjaGiIvb19mfsqFAoWLlxIUVERycnJnDlzBqVSSXBwMKGhoahUKvz8/Dh79izBwcH06dNH2nfjxo3S45EjRzJy5MhSx34+A60IFBXeVv/5z384cuQIvr6+DB48mG7duuHt7U1wcDAKhYLw8HBycnKYNWsWFhYWFd1cQRDecW/nlb4gCIIgCIIgCO+ckjOInz59CsDVq1df2K5kySmNAwcO/OF29+7de2H9gwcPiImJwc/Pj5UrV5KdnU12djZWVlZERERQuXJlKleuzJIlS3j69Cm1atXCy8uLnTt3llpmbm7OuXPniI6O5vjx46xdu5agoCA2btyItbU17du3JyYmhjlz5uDs7MyKFSsIDQ3F3t6euLg4MTApCG+hsjJaaNSsWZP9+/eXWvZ89gK5XM6ECRPKrX2vKjc3l0OHDrF161auX79e5jYPHjwgIiICbW1t+vbtS3Z2NseOHXuhXM6b5ubmhru7Oz179sTQ0BADAwPq1auHXC5HS0uLIUOGYGBgwI8//sjTp0/x9PTEyMiIAQMG0KVLF/T09FixYoV0M1apVJKYmEibNm2oUaMG27Zto1atWlJQ57Nnz+jZsyc6Ojp8+OGHAFhbW9OhQweio6OZMmUK27Zt48aNG2zYsKHCyl29jzQ3EGNjY2ncuDFnz57l1KlTjBo1ig8//JDHjx8DxSV1fHx8yM7OplWrVixbtqyCW/7maMoxJCQkMGrUKM6ePUu7du1eGjAsl8uJiIgoFewRGhqKl5eXmBX+lmjRosUrlVitKFpaWi9ksQLIycmRHhsZGfHrr7+WWl8yS5BGz549pdI8AFFRUdLj3Nxc6XHJ7FGa62kXFxep3GRZ25XVhndVyUAaPT09zpw5Q+/evTl9+jTNmjWT1hUWFkpl9CwsLPDw8Cgz85Dwdni+1JeNjc0L2dI067dv3/6nx8vPz+fAgQPY2tq+sC4tLY2goCBq165Njx49SgXm/FvMmTOHoUOHcujQIVQqFb6+vhXdJOEtoyn3qyl5+LyaNWuydevWN9kkQRDeYyIwRxAEQRAEQRCEd1Lv3r1JSkqisLAQQ0NDRowYQVhYGCdPnsTLy4tjx45JN32nTJnCnj172LZtGx06dKB58+bSsn379tGmTRuaNm3KzJkzUSqV0nM8fPiQadOmUVBQgL+/P926dSM0NJTY2FhOnz5NXFxcxZ0AQRDeG5pSUBYWFqxYsQIbGxuAUjPg27ZtK5V+6t+/P2FhYURGRhIUFFQxjf7/dHV12bNnzwvLnw80GDRoUKnfx44dy9ixY0st+/XXX6UShvv27cPa2poLFy6QlJSEv78/ZmZmLFu2jNDQUCIiIjhy5AhmZmY8fPiQoKAgCgsLadeuHUqlkrNnz7J27Vp++OGH199p4aXy8/Np3bo1BQUFAMyYMYNdu3ZRq1YtKXPdnDlzmDJlCtbW1gQEBHD8+HGsra0rstlvjKYcw4wZM0hNTUVPT++Vs/iFhobi6ekpAnOEN+7q1av4+voye/bsim7KO8fQ0JCIiAjs7OyoX78+AQEBxMbGAnDy5Em++eYbCgoK6Nat21/KPCS8XFkBj1A8aSQoKIiYmJi3KkCkXbt2pX4vKiqSHteuXRtTU1MA6RqxPGmy6pQ1Eefvmjx58ms7lvBuez6LpoYm26YgCMKbIAJzBEEQBEEQBEF4Jx08eBCFQsHatWulAceaNWtibm5OUlISdevW5ebNm8yaNYvvv/+e+vXr4+LiwvHjx9m2bZu0rFu3bly8eJHz589Ls600jIyMMDY2BiAzM5P09HRMTU3R1tYWaZAFQXhj4uPjpZ89evTgxo0bACQkJNCmTRuAUjfhBwwYgIeHBwUFBTRt2vTNN7ictWvXjrS0NBo3boyOjg5mZmZkZWUB8P3333P48GEKCgpo1aoVUPxerin58cEHH1ClShUaNGhARkZGhfXhfaJWq/Hz8+PUqVPk5OTQqFEj7t69S8eOHcnKysLU1JSQkBAKCgro1KkTOjo6nD59mmvXrvHkyRP27dvHhQsXuHXrFmPHjiUvL4/u3btXeNDZ66ZQKPD09CQtLY2tW7cSFBRETk4Onp6e1K5dm/DwcFJTU/Hw8ODKlSvk5eVx9+5dTExMMDAwICAggKysLGJiYqhduzZ+fn7MmzevorslvEc+/PDDUtlthL+vZFYVTZDD86WGSm7z/HkvK/OQ8G7SXP9pslGVLOP56NEjEhMTqVWrFoWFhW+sTQqFggULFlBQUEB+fj7bt2/nxx9/JDIyEplMxrp16wAYMWIEtWrV4vbt24SFhdGwYUOCgoI4cuQIurq67Ny5kwkTJkif92q1+o31Qfj3MTAwICUlhaKiIi5duiQtF4HKgiC8SSIwRxAEQRAEQRCEd5ZmMDoiIkIatFapVAQHBxMcHIy7uzs3btzgq6++AqCgoID9+/e/sOzkyZPs3bv3heM/P+uqTp063Lt3D7VazYULF8q3c4IgCP+fjo4Ozs7O5ObmsmPHDjw9PXFxcZHKNz2vRo0aVKlSpcLLWJUXmUyGkZERSqWSgoICkpKSMDAw4OHDhygUCo4ePcqhQ4fYtGkTUPq9/GWzaYXyExYWhrGxMYsXL+bQoUPExsZSp04dYmJiaNCgAYmJifj6+rJgwQI2bdpEnz59WL9+Pd98840UZCWTyQgMDGTt2rU0atSIIUOGkJiY+NKyBf82mkBjMzMz5HI51atX5/Lly9L67777jri4OJYsWcLmzZuB4qx+jRs35ttvv5UyRWlra2NjY0N4eDh9+/atqO4IgiC8lY4dO8aXX35J1apVGTBgAI0bN6ZZs2a0bduWTp06kZycTI0aNejXrx/R0dHUrl2bVatWYWBgwIEDB7hw4QKWlpZYWFgwaNAg6taty/r162nevDlr165l3Lhx/Oc//6FFixZ07tyZhw8f8u2339KnTx+srKzKtW+9e/fG1taWTp06Scvq1KlDcHAw58+fZ9q0aeXyvPn5+Xz66afk5eVhaGhIz549mTBhAikpKYSEhHDo0CHatWvH06dPOXjwICqVCicnJw4fPszJkyf5+eefuXPnDoMHD+aHH35g69atNGrUiCpVqqBWq0lNTWXUqFE8fPgQe3v7cunDmxIaGkpqaiqFhYWvnA2vJE15LxMTk9fYun+//v3788knn7B7924MDQ0rujmCILynRGCOIAiCIAiCIAjvLX19fZRKJY6OjgBMmDABV1dXxo8fX2qZvb09U6ZMYdCgQcydO/elx6tUqRLDhg2jS5cuWFtbo6Oj80b6IQjC+6vkjHiN8PDwF7bbuHFjqd91dHQYOHBgeTatQmlra+Pv70/Xrl2RyWQsXboUQ0NDqlWrhqGhIcOGDavoJgr/3/Xr1+nSpQvwf4FR+vr66Orq0rhxY1xdXdHW1iY3NxdfX19q167NnDlzSElJoX79+vTv358lS5Zw7do1hg4dChRnsUtKSnrrA3PUajUymYzz589z5swZfHx8/nD7jz/+mOPHj9OxY0euXLlCixYtgOKSXzdv3uTbb7+VlhkZGaGjo4OjoyNz5syhsLCQ69evk5eXR69evUhLSytV7u5NeFkJmL8iNDQULy8vMbNdEIRys3//fubOnYtcLufcuXNs27aNgwcPYmJiwvLly5k8eTJZWVkEBgayc+dOHBwcmD9/PlpaWjg5OREcHEy/fv3o2LEjd+/eRU9PD3t7ewoLCwkJCaFHjx7ExsaSnp5Ox44duXz5MufPn2fq1Knl0p+S14jTp09n+vTppdafOHGiXJ63pF27dmFlZUVgYCB+fn5A8Wf00KFDGTFiBO3ataN///5Uq1YNZ2dnWrVqxdOnT8nLy6NmzZqcOHECHR0djI2N2bJlC61atWL37t2Eh4ezcuVKoDj4Z8KECahUqnLvT3mrV6/ePy71Jcp7lWZmZiZ9Dzpz5kypda+zrJogCMJfofU2zf7p0KFD0enTpyu6GYIgCIIgCIIgCH+bSqWiUqVKxMXFsW7dOmnAUBAE4W3h5+eHvr4+ixYtquim/CWZmZlERkbSv3//v30MW1tbqZSHXC5HoVCUWvY8TcCEUP527drF6dOnmTlzJmq1GkdHRyl4Q/NatW3blnPnznHz5k1GjhzJ4cOHUavV6Ojo4Ofnh4+PDwsXLmTRokXUr1+fwsJCtLS03prXUFOu6/fff0dfX59nz55hZWVFcnIyX3/9NV988QV5eXm4urryzTff8OuvvxISEkK1atX4+uuv0dfXJzAwkKtXr5Kbm4u9vb2ULUBHR4cHDx6Qn59PcHAwS5YsIScnR7oeiYiIoFu3bhQVFUkBw/v27UMmk73xAOJ/EpjzT/YVBEH4K5KTk5k5cybZ2dn4+/vz3Xff8fDhQ3r16oWxsTF79+4lJyeHzz//nKVLl3L+/Hnq168vlb5s3LgxiYmJTJgwgd9++40GDRpgbW3NwYMHuXbtGrt372bChAmYmprSr18/bt++zd69e8vMzPqumDNnDm3atMHFxYWVK1eiq6vLhg0bqFSpEgcPHmTkyJH89ttvqFQqWrRowZEjRxg1ahQffvihFIiTkZGBmZkZWlparF+/nrZt26JSqejcuTMXL17EzMyMzp07o1Kp8PX1reguv5KyMgpFRESwbt06+vfvz5MnTzAyMmLbtm3s3r2b6dOn0759ey5fvkxMTEypz0bNNZO3tzdBQUEkJCSUupbo1asXY8eO5dq1a+jp6bFx40aROUYQBOE10NLSOlNUVNThr2z7dnw7FQRBEARBEARBeEcsWbIEe3t7JkyYIJXDEgRBeJusWrXqXxOUA8WBOUFBQVy8eJHffvsNS0tLAIYNG8b06dOxt7enU6dOnDt3Dii+gT9lyhQ6duzI2rVrAXj06BHt27dn1KhR0ozqZ8+e0aNHD+zt7Zk5cyZQPHPW398fZ2fnCujp+8nV1ZWUlBTs7Ozo06dPmdtYWVlhZ2fHTz/9BEB2djZOTk7Y2Nhw7949WrduzaxZsxgxYgSOjo64uLjw9OnTN9mNP6Qp1xUVFcW+ffvIz88nIiICpVLJsmXLCA4Oplu3bhw6dIjWrVszceJEHBwcMDU1Zc+ePYwfP567d+9iYWGBSqXi5MmTmJqaEhMTg0Kh4M6dOzx69IghQ4YQFRXFpUuXuHDhAoWFhRQVFXH9+nUuXLhAVlYWt27dokGDBuVaymrSpEll/r8+ePCAqVOnlvrfjIuLQy6XY2NjI72+ISEhpf6vT548yfnz53FycmLDhg3l1m5BEF5OrVaX6/ZvA0NDQ5YtW8bcuXMJDg6WAhifPn3KTz/9hLm5OQDff/894eHhmJubI5PJsLS0pFu3bmzatIkZM2ZgaGiIra0te/bswcbGhqysLPLy8mjWrBkymYzMzEzkcjk//fQTrVu3ruBel68mTZoQHx8PIF2nac6rs7Mzmzdv5vTp0wwaNIhz587h4OBAQUEBq1evxsjICF1dXe7evYuhoSEODg60b9+egoICKleuTEBAgHS8fytNRqEDBw5QvXp1afndu3epU6cOR44cYevWrQDMnTuX6Ohovv32W+7fv/+nx96xYwfbtm0jMjKSXr16sXfvXkxNTYmMjMTf358VK1aUW78EQRCEsokpBoIgCIIgCIIgCK/Rl19+yZdfflnRzRAEQfhXO3bsGF9++SVVq1bl6tWrPH36lP79+2Nvb8+DBw/Izs7mypUrNGzYkKioKFq1asWAAQOoWrUqRUVFHD16FJVKxapVq/Dx8eHOnTv06tWLY8eOkZmZCcCdO3fYtWsXeXl52NrasnfvXvLz85k0aRI//vhjBZ+B94dMJpOCNJ6nUCgAWL169QvroqOjS/3erFmzMsu4vQ1KluvS3JCMiIhAX1+fvn37Mm7cOLKzs8nLyyM3N5fIyEiWLVtGTEwMY8aMYdCgQXh4eGBubk716tVp0aIFM2fOZP78+VSqVAlPT08CAwO5f/8+06ZNo1WrVpiammJubs6BAwcYN24cU6ZMITw8nPPnzzNlypRy7W+XLl2IjY2Vyo1lZ2dz//59jI2NGThwIMHBwXTv3h0fHx+mTZvG7t27qV69Ot27d8fDw4MvvviCKVOmcOPGDb799ls2bdqEhYWFyJgjCG+YQqFg4cKFFBUVMXDgQJYuXYq2tjbLli2jbdu2fPHFF5w/fx61Ws2mTZswNTWlc+fOWFpaoqenx8KFCyu6C69k5cqV7Ny5k5ycHAICArh8+TIZGRmkpaVx9epVVCoV1atXp3fv3tjZ2ZGcnIyZmRnTp0+nX79+/P777xQWFjJ69Gi8vLyYPXs2Y8eOJTMzk48++ggAS0tLMjMz0dXVpVKlStJnw7vKzc0Nd3d3evbsWSo7i4WFBTNnzmTkyJF88skn2NnZYWFhwZEjR7h9+zbt2rXj0qVLrFmzhvT0dIKDgykqKiIiIoJLly4BcPz4cSZPnkxERESFliQKDQ0FXiyLpFQqCQoKYuPGjS/N0njr1i22bNlCQEAA7du3l5Y3a9aM1q1b4+HhQfv27Zk4cSLa2tpUrVqVqlWrUqdOHYBS5Sifr44SFBTEzJkzUalUBAYGcuXKFbZs2cLBgwdRqVRYW1u/pjPw9kpNTWXt2rUEBgaybt06RowYUdFNEgThPSe+yQiCIAiCIAiCIAiC8K+mVCq5desWjo6Or+2Yf1TmSCh/+/fvZ+7cucjlcm7fvs2kSZOoWrUq6enpmJmZERYWhqGhIfHx8djZ2XHz5k2sra0JCQmhZ8+enDlzhh07djBt2jSguFRAaGgoWVlZ0oz33Nxchg4dyuXLlzEyMmLx4sUMHjwYExOTiuy68A5q2bIlJ06coE+fPqjVagoKChg8eDCPHz/m7Nmz9O/fn4YNG6JQKHj69CmtWrVizZo1uLi4cOrUKdq3b4+hoaEUVFZUVMTDhw8ZM2YMmZmZKJVKli5dytGjR3n48CFr1qyRgtDu37//xm/E2djYMGnSJNRqNR4eHoSFhVG3bl3u3LmDubk5Ojo6UoaD+Ph4XF1dAUhPTyctLY29e/eyadMmZDJZqZuOgiC8efn5+ezbtw9ra2tiY2NJSkrC39+fvXv3EhISgr6+PhEREaxcuZJZs2aRnp5OYGAgDRs2rOimAxAcHIytra1U2k+TIa8sEyZMYMKECWWuez6ANDg4uNTvKSkpL+yTl5f3wrKoqCgiIiIAiI2NfWlb3pXyfbq6uuzZs6fUMjMzM+kclBV426RJE6k82MiRIxk5ciRQHISyZMmSF7aXy+WvudVvTpMmTXjy5AlQnFGoc+fOQPHfzpdffolMJqNHjx54eHigVqt5+vQpmZmZpKenA2BgYEBKSgp6enqkpqaWOnbjxo2l64GFCxfi7OyMl5eXlNW3oKDgDfa0YtSrV4/AwEAAEZgjCMJb4d+b400QBEEQBEEQBEEQBIHiwJzIyMi37ljC3zd27Fi2bdvG0KFDSUtLo0qVKqSkpKCjo4ORkRHz58/n448/5vTp0ygUCszNzdHS0qJBgwbo6+ujra1NgwYNpJsOVapUQUtLi6KiInJzc6VlmzdvpkGDBtSpU4f//Oc/ZGVl8eDBg4rsuvAOer5c1/379+nXrx8KhYL27dsTFRXFzp07qVy5MjKZjODgYOzt7YmLi6N58+ZA8U26WbNmScf85ZdfcHNzQ6FQYGNjg7u7O4sXL8bb25sWLVoAxQE8LVu2xMvLC4VCQUxMDLNnzy73/hobG0v/rzY2NsyfP1/KCvF8oI2lpSX79u1DoVBw7tw5TExMWLZsGQqFgtWrV0sZAHR0dCgsLCz3tgvCu8jW1hYozuhx48YNDhw4wL59+/7Svu3atSMtLY3GjRujo6ODmZkZWVlZQHFJp65duxIUFERyTLRt1wAAIABJREFUcjJQ/P//tgTlCG8nuVz+hwFS/wb5+fn069cPZ2dnDh48CMD48eOlz3nN/8jzvvnmG2xsbGjQoAGdO3dm3bp1ZGVl4eLiQnJyMnPnzuXgwYMEBgZib29PzZo1MTIyYtGiRdSqVQs7OzusrKyoW7cubdu2JTs7mxYtWuDv74+RkVGp59JcS4wbN45Bgwbh6uqKUqnE0dERR0fHtzbL4Ks4duwYnTp1wtHRkXXr1hEUFAQUZzEKDQ1FqVTi6enJ7t27SUhIQC6Xc+jQoQputSAI7zMRmCMIgiAIgiAIgiAIwlstMzOTnTt3vnT9qlWrWL58OU5OTsyYMQO5XI6joyNKpVIagB44cCCWlpbs3LmTHj16YGtry5MnT1AqlTg4ONCvXz86d+7M8ePHSwXmxMXFIZfLsbGx4aeffnoT3RUAQ0NDli1bxty5cwkICKCwsJD69etjYWFBTk4OaWlpVK5cmQYNGmBnZ0daWtofHq+oqAhbW1sCAgLQ09MDimcSjxgxgpSUFLS0tNi3bx99+/alTZs2b6KLwntAczNcU64rOjqa/fv3s337dhYtWoSbmxsGBgb89NNP9O/fn8jISKpUqcLcuXOJioqib9++pKWlMXXqVAYNGkTDhg2xsLCgZ8+eODo6smDBAtzc3KTZ9mWpqBtx9evXp3Xr1piZmZGWlvbSci3Tp0/H1dUVBwcHBg8eDICVlRV2dnal3nN79+6Nm5sbO3bseCPtF4R/K7Va/afbODs707t37xeWKxQK6ca2hkwmw8jICKVSSUFBAUqlEgMDAx4+fIhCoeDo0aN89913UhBdRkYGjx49ej2d+RNjxozh4sWLACxatIitW7dK7ydjx459I234M2q1Gl9fX+zt7enVqxcAU6dOpWPHjlIWno0bN1KnTh06d+4sZZLR+OWXX/jiiy8AWLNmDV27dqVr166cPXu23NuuCWoQXrRr1y6srKw4cOAA1atXJy0tjSdPnhAdHc3gwYNZsWJFmfvFxsYyceJEvL29OX78OOHh4bRu3Zr9+/fTqFEjVq1aRVpaGgkJCWzdupVhw4Yxbdo07t27R82aNQkLC8POzg4DAwNSU1PZt28fERER1K9fX8r0GRoaSrNmzaRriTNnziCXy6WMQ5GRkURGRkrZ6v7NNBk2IyMjadKkyUu3c3V1pXXr1igUCrp37/4GWygIglDavzsPniAIgiAIgiAIbzWFQlEqZXjJGt/Pb2dqakrTpk0JDQ1FpVLh6+tb5jGDg4ORy+X/6pTVbxOlUsmxY8eoV6/eaysDpLkR2aFDBxYsWIC2tvZrOa7w/tIE5vTv319aplAoWLRoEUVFRdy6dQuAnJwc1qxZw82bN+nXrx/W1tZ06NCBR48e4enpiYGBAevXr6dLly4kJiayYMECjh49yunTp2ndujUhISH4+fmRn58vzXSdNm0au3fvpnr16nTv3h0PDw8qV65cIefhfbJy5Up27txJTk4OAQEBrFu3jurVqzN69Ghu3LgBFP9duLq6SmUqFAoFSqWS7t27S6Ufhg4dCsAHH3xAixYtuHr1qhSYoKenR3h4ODdu3GDcuHG4urqio6NDgwYNKqbTwr+CWq2WyjD9XZaWliQkJJRaprmueb6E3tdff02zZs2k30uWT3n+GCWP4+3tLS0rq/RHeVu/fr30OCkpCSh+39bQPLaysuLw4cOl9i2rtMkflZgRhPedQqFg4cKFFBUVMXDgQJYuXYq2tjbLli2jbdu2L2yv+b7VrVs3RowYQa1atbh9+zaTJ08GYPjw4dy7dw8dHR2ePHmCtrY2/v7+dO3aFZlMxtKlSzE0NKRq1ao4OjqWCmh99OgRjx49olatWuXebw8PD7Zs2cLMmTMJDw/H3NycKVOmYG1tTUBAAMePHy/3NvyZsLAwjI2NWbNmDWq1WgoWDw4Opnv37vj4+LBo0SKcnJxYvXo1zs7OdOvWDYAtW7Zw8uRJfvjhB9LT09m9ezfR0dFkZGQwYsQIdu3aVcG9e3/dunULS0tLANq3b09GRgbt2rUDir8DR0VFlbnff/7zH6ZOnUqjRo14+vQpVatWldbdvHlTOoalpSW3b9/GxsaGqKgodHV1uXv3Lk5OTuTm5vLLL78wadIkqlSpgomJiVTq8n0zduxYZs6cydq1a0uNHxUVFb1VpTD/qDTdq4yFCYLw7ycCcwRBEARBEARBeGNK1vjWUKvVKBQKbG1tadq0aQW17P2lVCoJDw+ncePGUmCOZqbtP73xuGjRon/cPuH9dezYMb788kuqVq3K1atXKSwsRC6X87///Y/PP/+ca9eukZKSwo0bN3BxceHy5ctkZ2eTkZFB9erVqV+/Ph07duTmzZsYGhpy4cIFKSCjevXqNGzYkOzsbAB69epF27ZtefjwITVq1KBXr17STeP4+HhpRml6ejppaWmYmJhUyDl5nzx/E37QoEHS43Xr1r2wvSaYwczMjI0bNwKUCuKMj49/6T7NmjV7J9L5C6/HpEmTGDZsGMnJyQQEBHDu3DmGDRvGqVOn6NOnD8nJyaxevZoRI0Zw//59jIyM2LhxI/n5+QwbNoy0tDSaNm1aKtvL999/j0wm4+uvv67AngmC8C7Lz89n3759WFtbExsbS1JSEv7+/uzdu/cP98vIyCAiIoLNmzcTFRXF+fPnuXv3Ls2aNaNOnTpSRq6ioiJGjx6NXC5n+PDh1K5dmwEDBhAVFcW5c+eQyWTcvXsXLS0tPDw8cHd3Z9KkSeXaZxsbG4KDg1EqldSvX58rV64wefJktLS0yMnJwcrKqlyf/6+4fv26lDFM893K3NycU6dOcf78eRwdHcnKyiItLY0RI0Zw4cIFEhMTAfjiiy9o2bIlffr0YeLEiURHR9OmTRtq165Neno68+bNw9/f/4XPIx0dnb/V1ry8PD799FPy8/OpWbMmzs7O0jpbW1tiYmJQKpUEBwcTGhrK3r17+f7771GpVEybNq3U9u+6Jk2aEB8fj4uLC+fOnaNp06acOXMGgNOnT/PBBx+UuZ+joyMFBQUsXryYvXv38umnn0rrNMews7Pj3LlzjBs3DjMzM3r37o2Pjw9du3Zl0aJFhIWF0bJly1KBJ5qMVe8bTYbN5ORkfHx8pOD6hISEFzJgvk2BOiWJsTBBeL+IUlaCIAiCIAiCIJSr+Ph4evXqhaOjI2fPnpXSYXfu3JkxY8bw9ddfExoayldffcVXX30FwOHDh3FxccHFxYWioiIePXqEg4MDLi4unD9/HoDk5GQcHBywtbWVUpU/n868PModhIaGSoNuJaWmpjJr1iyg7JvGr0qpVJYqp6MxYcIECgsL//HxNVatWsXOnTuZP38+hoaGGBkZYWVlxaeffkqTJk2oUaMG5ubmHDhwgH79+jFkyBApQMLBwYE1a9bQvHlzDAwMsLS0LJVWXS6Xo1KpCA4OxtfXl27dukmzv27evEmnTp3o168fTk5OKJXK19Yn4d1QMjV5bGws3bt3R6FQYGRkRGhoKIsXL6Zjx45s3boVe3t7atSowebNm2nVqhV169blxx9/ZMGCBRgaGpKdnc2BAwcYOHAgQ4cOJTY2VnqeFi1acPHiRerXr09CQsIL2VIsLS3Zt28fCoWCc+fOiaAcQXjHdenShdjYWI4dO0b9+vXJzs7m/v37GBsb88knn7Bx40bWrFmDq6srkZGRyOVytm/fzqpVq+jRowdRUVFSeRKAefPmAfytoBxNOQpBEIQ/065dO9LS0mjcuDE6OjqYmZlJ2f/+yEcffYRMJsPExIQnT56QlZXF5MmTGTVq1EsDPB48eMDWrVsZOnQoiYmJREVFERkZiampKc7OzmzatKncg3Kg+Ea7lZUVkyZNYvDgwbRs2ZKFCxeiUCg4ffo0/fr1K/c2/JmWLVty4sQJ4P8mP2hpabF//36aNm1KZGQkNWrUID09nTVr1lC/fn127NjB48ePsbW1xdDQkP79+3PkyBE6depEp06dUCgUtGvXDnd39zI/j/6uXbt20aVLFw4cOIChoeEfbqtWq5k/fz6RkZEoFArps+594ebmxrFjx+jZsyeZmZkYGxujp6dH165d+eWXXxg9evRL91uwYAFXrlzhv//9L3369JHWBQQEMG3aNLp06YJcLsfExAQTExMyMjKwtbXFxsaGxMREWrZs+aa6+dZbuXIldnZ29OnTB29vb5KTk3FxcSmzxK2VlRVubm4cPXr0lZ7j+XEZX19fbG1tiY2Nla73nh//WbduHXZ2dqVK2KnVau7evYujoyM2NjbMnTuX/Pz8Px0Le/bsGUOGDMHR0ZFBgwZRUFDAr7/+ipWVFY6Ojuzfv/+V+iMIQsUSGXMEQRAEQRAEQShXubm5HDp0iK1bt/Lbb79Jy9PT0wkMDKRhw4bUqFEDW1tbunXrRmhoKMbGxmzevJmRI0dy4cIFDh48iK+vLx4eHvTs2ROAOnXqcOjQISpVqoSnpye///77C+nMw8LCXnt/SpaGKKlkNqB169YxYsSIf/Q8mgGgkuWl1Gr1X85CU7IN48aNe2kZCz8/P7S1tTEwMOC3336jUqVKxMXFkZeXBxQHQE2cOJENGzbw9OlTsrOziYiIoHHjxhgbG7N9+3Y+/PBDTpw4wdChQ5kxY0aZz/Pxxx+zZs0aevToQWZmJvPnz5cCKywsLF7l1AjviZKpyceNGyctLywsZNKkScTExJCamoqVlRUmJibk5uYye/ZsqlWrxsWLF/H392fkyJFkZGRQrVo17ty5wy+//IKuri4ZGRnSzFItLS2MjY354YcfyM7OJiQkhHPnzknPN336dFxdXVGr1dSqVatcAv4EQSg/z5fV/DM2Nja0adMGJycnPDw8CAsLo27duty5c4f27dsDcOXKFc6cOcPKlSvJzc1lyJAhXL9+nc8//xz4v6wIjx8/ZvPmzdJNWUEQhPIik8kwMjJCqVRSUFBAUlISBgYGf7rf81k32rZtS0JCAhMmTOCbb76RApJLloZp27Yt2traaGtrM2zYMDw9PWncuDHfffdd+XTuD3h4eCCXy9m8eTPt27fHz8+PrKwsZDJZmWXx3jRXV1f27NmDnZ0d1apVk5aPHTuWn376iaFDhzJs2DBmzJhBz549GTlyJJmZmeTm5uLk5ESbNm0ICQmhYcOGDB48mC+//JLr16+TlJREkyZNyvw8+rtu374tZRl52fczzfVzeno6V65ckcpuPXjw4K0rH1SedHV12bNnT6llz48T1KxZk40bN5KamioFZxw8ePClx2zcuHGpko8ad+7ckR6np6dLj0tmiwwNDX3FHrwb/ijDpoYmk+aCBQv+1nNMnjyZGjVqoFKpCAgIoFq1anzwwQdUqlSJDRs2sG7dOm7cuIFMJiMlJYUDBw5w7do1mjdvTnR0NHK5nJs3b+Lt7Y2hoSHTp0+na9eu9OzZk6FDh+Lt7f2HY2HR0dG4uroyZMgQrK2tWb58OSdPnmTbtm2YmZm9t9mSBOHfSgTmCIIgCIIgCIJQrjS11y0sLFi9ejX16tUDwNjYmIYNG5a5j7m5OYBUL/3WrVvSbDJN3fWHDx8yZswYMjMzUSqVJCcnY2dnVyqdeZUqVf5x+0eOHMnEiRNp1aoVP/zwAytXrmTx4sXo6+tLZXY8PT1xdHQkKCiIgQMHkpCQgFwuJzAwkO7du/+t5121ahWxsbEcP34ctVpN7dq1cXFx4eeff5ZuMCqVShITEzE1NS1zlpYmMOdlQTnPa9WqFVWrVkVbW5sNGzYwf/58abaZpaUlffr0ISEhgcWLF0sZcjZu3EhGRoaUrvtlg7ia17RBgwZkZWVJA7/a2trSOkEoqWRqcg8PD+m94/z58zx58oTFixczb948ioqK0NfXp2HDhmzdupXg4GASExOxtLRk06ZNPH36lLNnz+Ls7ExeXh516tRBJpNJA+Tbt2+nYcOG0mB6z549+fHHH6UbUVZWVhw+fLhCzoEgCP+MUqnk7Nmz5OTkMGvWrDLLaT5fttHY2Jj8/Hx0dHSwsbHBzc2NMWPGcOfOHWnbli1b4uTkxIABAwAoKChg6dKlnDhxAnNzc+m4NWrUYOrUqQwfPpwNGzb84xKRgvAySqWSoKAg6QbkX9lOU5pGeHdoa2vj7+9P165dkclkLF269JWPkZaWho6ODu7u7tSoUUMqZVWyNIzmvaywsJAhQ4bg5eWFn58fp06dQkdH57Vm9/wzWlpaDBo0iEqVKmFkZMSvv/5aan1wcLD0WFPe8k2SyWSlsqhpGBoakpSUJJXgcXZ2ZuPGjSgUChQKBaGhoaxYsYLx48eTmJhIYmIiw4cP5+7du+Tk5FCrVi2g7M+jv6tJkyYkJCTg4uLChQsX6Nixo7QuNzcXKP47gOJJMq1bt+bgwYNoa2tTUFDw3gTlvKqyynm/bn/1M0AoTaVSMXToUJKSkjAxMcHJyQkozooTHByMXC4nKSmJ3377jUOHDqGtrc3Nmze5du0aly9fRi6X06xZM8aOHcvs2bOpV68e+vr61KxZk7S0NBwcHLh06RJ6enp8/vnn9O3bl7Nnz+Ln54elpSU+Pj5cuXKFXbt2cfbsWbZv387Vq1e5cOEC7dq1IzMzs1Tw3Y0bN0hPTycoKIiZM2eiUqkIDAykefPmFXwmBUH4q8S3QUEQBEEQBEEQylV8fLz0UzPQAZS6OfX8AO7zMzc1NdwBKZPFL7/8gpubGwqFAhsbG2mGniaduYODg5RyODMzk507d/6t9ru7u7N69Wq8vb05cOAALi4uQOkyO8OHD5e2d3V1pXXr1igUilcOyhk5ciRXrlwBoHbt2lhYWJCTk8OJEyfo06cPI0aMID8/nz59+hAaGsrt27eJiIggKioKS0tLevTowePHj1m1apUUHJSQkICtrS1Q/BrY2NjQuXNnadDu+++/59SpU+zYsYNr165Jr8uyZcvQ09MjLi6Oli1bUlRUhLu7O5mZmZw9e5b79+/TvXt3OnToQJ8+fcjMzCQtLY1Dhw6V2beyXtOEhAQKCwu5dOnSK50n4f1QMjX56NGjefToEe7u7hgZGXHjxg3mzJkjlZ3y9vamY8eODBgwgMGDBzNkyBCSkpJwdnbG3t4eXV1dJk2aROXKlcnOzsbExAS5XI5cLpfKy3h7e+Pt7Y2BgQHR0dFs3bq1IrsvCMJroFQqOXfuHDdv3iQmJkYqq+ng4MCAAQMIDQ0lJCQEe3t7OnXqJF1jVK5cGXNzc44dO8aNGzfo0qULKSkpyOVyunbtSseOHfn1119xcnKSjjly5EjCw8Oxt7eXyjZCcbBf7969GT9+fEWdBkEQ3nFyuVzKCjZs2DBOnDjBsWPHpAkSmgAsTXk8b29vfH19MTMzk74TyOVyvL290dHRISkpidq1a+Pq6opKpXppaZjs7GycnJywsbHh3r17tG7dmp49ezJ27FhWrFhR7v0+evQoPj4+/8r315LXuWUFDFlZWZVZGunTTz/lv//9L+7u7kBx9tPnP4/+Ljc3N2JjY+nZsyepqakkJSVJ63r37o2trS1RUVFA8Xf5iRMn4uTkhIODQ6msJRVJoVDg5uZGv379sLW1ZdOmTTg5OdG7d2+SkpLo3LkzxsbGUilshUJBv3796Nu3LzY2NuTk5JS5rKioiDFjxuDo6Ejv3r3JyMggPz+ffv364ezszJAhQwgNDUWhUBAUFAQU/7+FhoaiVCqlct7W1tb4+/tjYWHBgQMHKuw8CcV+/fVXPvroI6Kjo9HX1+eXX355YZuJEyfSsGFDbG1tmT59OvXq1aNXr15cvnyZpUuXMmXKFNRqNZ07d+by5cucOXOGe/fukZKSwsmTJ8nPz0dPT4/p06dTu3Ztnj17xsSJEzl9+jQXL16kqKiIoqIiUlNTuXr1KlWrVgUgOjqaoqIi6tSpQ0ZGBjVr1qRt27YMHTqUxo0bs2bNGvz8/Fi4cOGbPm2CIPwDImOOIAiCIAiCIAjlSkdHB2dnZ3Jzc1mwYEGZQRhyuZxvvvmGuLg4TE1NX1jv6+vLgAED+Pnnn9HV1QXA0dERLy8vdu3aVWpbTTrz0aNHS6WgNIE5/fv3f+X2Ozk5MX36dBo1akT16tWlgZLny+wYGxu/8rGf5+7uzvbt25k6dSqnTp3Czs6OxYsXM3nyZNasWYO3tzd3795l9erVxMXF0aFDB6A4hbOhoSG5ubls3boVPz8/fv755xdSYU+dOpVNmzZhYmKCra0tgwYNombNmhQVFaFSqbh9+7Z0TCsrK/bs2UO3bt2QyWQ0adKExo0bc//+fbS1tbG2tsbIyIj+/fszZ84catasiaGh4V8u4fX111/j4eGBsbExhoaG6Ojo/OPzJ7xb/ig1eVkz/EsOpE6fPp3p06eXWu/i4iIF1pVU8qbUn9m1axd2dnbUqlWL4OBgKe346/aqpXeg+HwtWLAAbW3tF9aVZ1sF4W22atUqIiMjyc/Px8XFhb59++Lm5kZOTg5eXl707dsXb29vZDIZzZo1Y/78+WzatIkPP/yQevXqceLECXJyckhPT6dly5aEhYWRkZHBiBEjXrj+AF4odad5r/rss8/47LPP3kifhffHjz/+SEhICC1btsTT05Pk5GTc3d25ffs2YWFhNGzYkIkTJ7Jp0yY+/vjjUtkVNUHbJb3NGXSOHTtWKlNlYmIikZGRyGQy1q1bh5mZGSNGjODu3bs0btyYRo0a4e3tLWWQ0GQhCQ4OZs2aNaxfvx6AxYsX065dO9q2bUvbtm2Jj49n/fr1WFhYsHz5ctavX4+enh4rVqygVq1a+Pj4kJ2dTatWrVi2bFkFn5XXTxO0PGzYMG7fvs2ZM2eIi4t7IQup5rqpZs2aREdHl1rn7u4uBY2Ut65du3L8+PE38lyv2/PXuRqa1wAoM+PRRx99hEqlkn7X09N7bVlSdHV12blzJ5UqVZKCUDSZXl7l2rqiFRUVERYWxuzZszl58iSHDx/Gz8+PpKQkNm7cSHBwMI8fP+b333+X9tmzZw+zZs3i8OHDUgm4kstkMhmmpqYsX76c8PBwVqxYwQcffICVlRWBgYH4+fn9pbY9fPiQadOmUVBQgL+/P87OzkDxtf+iRYsoKiqSMgOvW7eOKlWqsGrVKjw9PSkoKKBNmzYsW7bshfdETfnrgoIChg0bxqhRo7C3t3/NZ/bdc/PmTSkjc8uWLUv9TWhKRBkaGpKTkyNlUkxOTqZLly5s27aNDh06cPToUXR0dHj27BmPHz/myZMnzJ49m++++46aNWuiVqu5f/++VKJOS0uL3NxcOnToIGU/vnr1KitXrsTAwIC8vDzatm1LXFwcly5dIjU1FTMzM7Kysjh58iQXL15kzZo10jXq3y3RJQhCxRCBOYIgCIIgCIIglJuSA4samoHDkgP/NjY20uy7kkqmHi+r3romlTZAcnIyDg4OZGVlUa9ePdauXSuVgurUqROHDh1CLpfzv//9j7CwsL80ID9t2jSOHDlCZmYmjx8/JjAwkGvXrgGly+z4+PiwfPlyqS1/N423k5MTc+fOZdSoUVStWpXk5GQ8PT35/fffyc/PB+Dp06dYW1sTFxdHQkICvXr1YuXKlVSqVPz17pNPPnnp8TMyMjAzMwOKU5U/ePCAypUrs3fvXpo3b45cLpden9WrV5d5jOcHv4cPH14qYxAUBwCVVPJ1DA0NBYrTRp84cYLCwkJsbGyoW7fuH58cQXgL7Nq1C3Nzc6l8wNtCrVazaNGiim6GILx1/Pz80NbWRl9fnydPnmBhYUF6ejo9evRg0aJFfPXVV5ibm3P8+HGOHj1KnTp1pH1DQkKka5Vbt24RHx+Pg4NDRXVFEF4QFxeHo6MjGzZs4Pbt2yxZsoSIiAg2b97Mjh07cHR0JDU1le7duxMYGEhISAhTpkyp6Gb/LZpMlZpskHFxcSgUCq5cuUJISAg+Pj5oa2sTERHB7Nmzpevm56Wnp7N7926io6NLBdmlpqYSFxfHmTNnWL9+PQ0aNOB///sfsbGxaGtro1armTRpElOmTMHa2pqAgACOHz+OtbX1Gz4Tb4bme5Lw9nk+ICMmJuZvB6Q9v0ylUuHs7ExhYSHPnj2TJs4EBARQUFCAr6/vC9/7KopCoWDBggWoVCry8vLYvn07P/74Izt37pRKXTdo0IC4uDjkcjl37tzho48+Yv/+/cTHx6Onp0dycjLwYhltAwODF5bdv3+fLVu2cPDgQVQqFdbW1mhpaUlZqdq3bw+8mCX2+XEBIyMjaUJPZmZmqXV/FFB06NAhKlWqJI0NlHxPLCoq4s6dOxQUFODt7Y2fn9+/MijnVScm/NGkBA25XF7mOJJG06ZNOXPmDL179+batWvUrl2bvXv3sn79eq5cuYKJiQkff/wxDx8+JCoqCj8/P/Lz80lOTqagoIC4uDisrKxQq9VcuXIFtVqNhYUFlStXpqioiMePH6NWq2nQoAEffPABd+7coVKlShgYGPDdd99hbW3N9u3bSUlJwcHBgRMnTpCbm8vu3bvR0tKiXr167Nmzh127dqGvr8+QIUOwtLT8wzEfQRDebqKUlSAIgiAIgiAIb43Q0FDUavXf2rdOnTp8++236Orq0qRJExwcHBg6dKg0oNW9e3cUCgVaWlrSgHxYWBgzZswAIDU1lVWrVrFs2TLWr18vpR4+evQoffr04dq1a/Tp00d6vpLpx729vUu1xcrKCjc3N44ePfpKfahUqRJmZmbMmzePzz77jPDwcGrWrImTk5M0c09fX5+4uDgALl++TOfOncnNzeX8+fN8/vnn0syusoKDatasiVKppKCggFu3bkmDgn83kOifuHXrFnZ2dlhZWeHl5SUFFgnCm6JWq/H19cXe3p5evXqVWc5m2LBh2Nvb4+DgwN27dzlw4AAeHh7MmzdPOk5Zqe1fh/j4eHr16oWjoyM7d+4sMy2+g4MD7u7uhIaGIpfLUalJYEK6AAAgAElEQVRUHDhwAHt7ezp06MDPP//8WtoiCG8zpVL5wufw8zRlIuPj4zEyMqJatWrS8qVLlyKTyaRZyhrr16/H09OTZ8+e0aRJEzp27Cjd5HxZ2UZBeJP69evH0aNHMTEx4dNPP6V69epMmzYNExMTjhw5wvLlyzlx4gR79+6la9eu7Nixg3v37gHFJYiuXbtG+/btOXXqVKnj3rhxgx49emBvb/9KmdvK09ixY9m2bRtDhw4lPDwchUKBXC5nzJgxPH78mFu3bv3pDXIoHWTXv39/6cZ4s2bNqFKlinQT/vbt27Rr10664SuTybhy5QqTJ09GLpdz+PBh6aa+8Pr8k/LD74uS5ZQ//vhjKSDtgw8+eOk+JQPSNN9/y1pmZWXFo0eP2LJlC8OHD6dRo0ZMmzaN3bt3ExMTw6ZNm14a9FYRcnNzCQ8PZ9SoUSxdupSkpCQWLVqEs7MzISEh3Lt3j8zMTBQKBS4uLmzevJkePXrQvXt3qRQ2lP1e8fyyli1b4uXlhUKhICYmhtmzZ5dZbtvAwICUlBSg9CQijbKeS0MTDNSgQYNSj3///Xfc3d2Ry+XExMSQnJxc6j1R8x4eHR2Njo5OmaXR3mYly3+9zPnz51m7dm2pZYsWLXohKEczllTymC97Xzl//jwZGRlcunQJOzs7bt26hZGREdHR0RgaGtK5c2d+/vlnzM3Nad26NR06dGDgwIGYmpoyffp0GjRogI2NDSdPnkRbWxuZTIahoSHp6em0aNECPT093NzcePr0Kc2aNWP27NmkpKRQu3Zt0tPTiYqK4vvvv+fWrVvk5eVx9+5drl69yuPHjzExMSE2NpZ+/fpJf2eFhYVl/k0JgvDvIkY+BUEQBEEQBEF4K6jVakJDQ/H09EQme/U5BA8fPmTRokXo6upy4cIFaVD+eS+b9f78gPydO3do06YNAD4+Pjx48IDq1atL2V+6dev2QvpxTbaZf5JO2N3dnYEDB5KSkoKWlhaLFy/GwsICQ0NDAE6fPs2wYcO4du0a1tbWHDlyBGdnZ5ydnWnUqBEmJiYANGrUiAEDBjBr1izp2DNmzOCzzz6jsLCQzz//vELLR7Vo0eKF1PeC8CaFhYVhbGzMmjVrUKvV5ObmMmXKFG7cuMG3335LaGgoiYmJREVFSTNenZ2dCQoKolmzZtJ7wd69e19Ibf86MhLk5uZy6NAhtm7dyvXr18vc5sGDB0RERKCtrS0F4djZ2eHs7IxKpUIul+Pl5fWP2yII/1Y6Ojqo1WoqVapEZGQkiYmJ0ucpFJct0NXVJS0tjb59+xIbGyuts7CwYNKkSXh5ebF582Z69+6NnZ0d2traODo6vpAdThDetOrVq9O8eXPWr1+Pi4sL2dnZpdbXq1ePrl27cvLkSSnLzLJly9DS0uLevXu0bNmS7du3M2rUKPbu3SvtFxgYyNq1a2nUqBFDhgwhMTGRhg0bvunulaLJVBkWFsbQoUOpUaMGXl5e3Lp1i8OHDzNv3jxat25Njx498Pf3Jz8/n4KCAlJTU/H29ub27dvcvn2bp0+f0rFjR+bMmcPYsWN59uwZM2fOfOFmedOmTTl37hxqtRqZTIZarZZKhmm+Y5QsJ/QycrmciIgIEYD+F71K+WHNa/M6KJVKKcvM69iuPJUsp9y8+f9j787jasr/B46/um2ihUiSSZZkicqYDCWXyJ6QsW9FhsEwM37GNkzWDL5jS2RSQ7axhUFKLjOWmdFIhihTWSpEi7VUt98fPe6Z6l7bkG0+z79un3vuOZ9zuvece8/n/Xm/bUoFpJ08efKZAWkqT/pNnJSUxPfff8+ePXuA4oBWDw8PoDjAJyMjQ/q9+aap9t3BwYGpU6eiq6vLb7/9RlZWFq1btyY9PZ1Lly4hl8tJSUmhcuXKBAUF8fDhwyfeK3gSDw8PJkyYIJWMmjhxIp6ennh5edGpUyfpu0WzZs1IS0uja9euVK1a9YW2UfJ/V/Lx9evX8fT0ZPjw4QwaNIiioiKN2Xvd3NywsrJixYoVjB8//oW2/bZQTUwomQUpKCgICwsLxo0bh4ODA1WrVuWvv/7i0aNHZGRkcOrUKXr06IGhoSEmJiZ89dVX+Pv7Y2hoSMWKFZ94XnFwcMDBwYHRo0cDxcE8/v7+GBkZcffuXaB44pShoSH29vacO3eOlStXMmTIEABq1aqFoaEhnTp1wtjYmC+++IKoqChSU1NZsWIFkZGRREZGUr16dZRKJQ0bNkRXV5ecnBxMTU1p3bo1hoaGPHz4EHNzc9zd3enSpQu+vr7k5OQwePBggoKC+Oqrrxg4cCDm5uYiy7AgvAfEN0JBEARBEARBEMpF2fTSmzdvZuDAgeTn52NmZsa2bdu4du0aI0aMoGrVqjg5OREbG4ubmxve3t5s3LhRmpHevn17IiIinhpIsmnTplI3rHR0dMjNzQWKB+YKCwsBpFnv27dvB4rrsIP67LXatWtLM5JUM+Beh65du3L//n0AvL298fb2LvV8jRo1iIiIYPbs2bi4uGBoaFiqLJjKpk2bpMeq5x0dHTlx4kSp5VSlpUBzuTBBeF8lJCTQunVroHgm/IYNGwgLC0Mmk6GlpYWuri7Dhg1j8ODB1K5dmzlz5mhcT3x8vFpq+1eh5GBDYGAgzs7OQOm0+Pb29mozRWNiYvj222/Jz8/n/PnzhISEqM3IfV+UTXkfGxtLTEwMPj4+uLi4aDw3Cm9W2RIcy5Ytw8DAAIDNmzdTp06d5yq30bx5c6ncpOqzoomdnR3Xrl3DwsKCmjVrsnHjRlxcXKRB1WnTpuHr64uenh6///67dE1UXQ9LluTUVLpReH+ozic5OTmsWLFC4zKqEjH169enqKiI7t27k5yczNGjRzEzM9P4mpCQEJo2bfrCg8BP6t/cuXMJDg7G29ubvXv3cvHiRbp3706HDh3YsGGDtHxRURFWVlbcvXuXO3fu0LFjR7y8vEhJSaFOnTrUr18fbW1tLC0tycnJKbWtS5cuSQOP2dnZpKamvvHAnDVr1rBz504SEhKYOHEi+vr6BAQEcO3aNebMmcOoUaMYMWIEzs7OyOVyGjVqJJUlOXToEE2bNsXb25sDBw7w6aef0qpVK2xsbOjSpQvnz59XywJiZmZGnz59aN26NQYGBgQGBkrni5ycHGQyGUFBQdSpU6fc973kte19VPK6cPHiRQoLC6Xyw5999hk3b95EX1+f7du3Y2xsjL29PU2bNsXOzg4vLy/Gjh1LXl4eHTt2fGbWjfdB2YAMKysroHTGlhs3bgD/ZGzR9Ps3Oztbre3hw4eMHj2a4OBg9PX1geLvo9u3b6dSpUrk5+e/0YkdZamy1Zw9e5Zhw4Zx+/Zt6fydn5/PhQsX0NbWLtWWmpqqFlylus6XzL6nqU3TtWHv3r3AP7+pZTIZBw4cUFtOUznv5/3tLZPJWLJkCbt375baVOfE+/fvM2XKFKndz8+PsWPHsmXLFvr37/9c638bnDt3jujoaC5cuEBcXBxdunTB0dERQ0NDli9fTnh4OFOmTMHR0ZErV66gra2NtrY2oaGhzJw5k8ePH/Pll1+yatUqZsyYQXBwMJMnT+b8+fO4uLiQl5dH5cqVsbW15cMPPyQgIKDUddXe3p7q1atz//59tc9FbGwsDx484NixYwQFBZGamgqAtra29P93cXFh+PDhDB8+HLlcTrVq1WjevDkRERFoa2tLn52mTZuWCgKPiIhQOxa7du1Sa1NlTBYE4d0nAnMEQRAEQRAEQSg3JTM+BAcHs2/fPgwMDJgxYwbR0dHY2NiUyviwf/9+aVbpL7/8wuXLlyksLKR+/frPvAnYvn17hg4dKt2wsrOzY8mSJfTr149NmzaRmZmJl5cXa9eufa5Z7xYWFnz44Ye0adMGe3v7cjk+L0OVrUMQhH/H1taWU6dO0b17d5RKJQEBAZw5c4a///6bUaNGUVhYyIABAxg6dCi+vr788ccfpYL8Sq5n6NChfPnll8A/wX4vq+Rgg7u7O5cvXwaKb1yrsnlpmim+aNEi1q1bh6WlJTY2NoSEhODq6vrM7T1t5rlcLn8nAvdUM1+Ft4Om95SqBIdcLic5OZnvvvuOmJgYYmJi8Pf3Z+7cuVJpjaysLLy9vVm3bp1a2+rVq6Vyk5s2beLQoUMa+2BiYqKWna3koJiZmZnGARDhv+tJQTllpaenY2RkhJOTEzk5OZiZmWl8zz+rzNq/oQrM8fLyIjExkYiICLZt20bVqlW5fPkycrlcynYxbtw46ft1TEwMcXFxrFmzBlNTU65du0ZaWhrGxsal1m9ra8v333+PhYUFhYWFb6TkaVkTJ05k4sSJpKWlMXfuXO7du0ffvn2pVKkSvr6+QPHAuIODA5cuXeK3336jcuXKrFmzBgMDA6ZPn46NjQ0KhYIRI0awbNky9PT0OHz4MNnZ2axZswYAa2traYB97NixjB07tlQ/du3axeTJkxk2bBiJiYn07t2bM2fOMGzYMOrWrUt0dDS5ubkEBgaWChrctGkTv/32G8uWLdMYaPg0b+u17VV9Nyh7XZg5c6YUxBASEkLFihVZt24dW7duZdSoUVy/fp0TJ05QqVIl+vXr96+zO5UNFE1LS8PLy4vk5GTCw8MxNzenc+fOpSaVqOTn5zNs2DBGjx6Nk5MT3t7e3Lx5EzMzMzZu3FiuwStlAzIOHDiAm5sbtWvXxsrKisqVK2NlZUWHDh2oX78+NWrUwMzMTOPv37Jt1tbWpQLztmzZwrfffouHhwdKpRJTU1N27Nih1qc3lUlIV1eXzp07k5uby44dOwgMDEQul6OlpcWAAQPw9fWlRo0apdrc3d1fax+fV8lA4JLXDdVv/smTJ6st/6TsvQEBAeXWz/I0f/58Zs6cyZkzZ9i2bRs9evTg2rVr+Pn5ceXKFZRKJX369GH06NGYmpqSl5dHYGAgVlZW1KlTh0mTJrF//37i4+MxMDBAV1eXWrVq0atXL06fPi3dZxo8eDCJiYmltn39+nUWLlzI8ePHqVevXqnPxaRJk4iMjMTZ2RljY2NiY2OZPXs2169fp127djx48ICLFy+yfv16RowYwdWrV2nXrh03btzAyckJY2NjEhISGDRoEImJiYSEhFBQUECHDh3w9vbG1NRUOu/UqlWLESNGcO3aNaysrLCyshL3fQThPSMCcwRBEARBEARBKDclMz5ERkbi4+NDamoqN2/exMbGBhsbG40ZHwAGDRrEli1bpMHx59lW2ZrbPXv2lB6XnI2kada7aqCu5A15VRYGQRDePx4eHuzduxdXV1cMDQ1xcnLC1dVVCmK5d+8eHh4eFBYWYmxsTNOmTenUqRNjx46lb9++pdZTNrW9KuX/i1Aqlfj6+pKYmEhubi46OjqYmppSWFiIn58faWlpVK1alZo1a7Jr1y7S09M5fvw49vb2LFq0CCieTZmYmEiTJk1wcHBAT0+P2NhYUlJSyMvLw9raWm1m+fDhwzE0NCQhIYF69erx2Wef0bhxY5YvXy6VxHubnTt3jh49epCZmcnUqVM5depUqXP3hAkTaN26Nf369WPs2LFcunQJAwMDNm7cWKqkkfBqKBQKli5dSlFREQkJCdSoUQOlUklYWBhWVlbUrVuXfv36oaWlxezZszEyMiIkJIQ2bdqwbds2EhISOH78OK1bt0ZfX5+LFy/SpUsX4uPjqVOnDtbW1gClyk1++OGHTwzMEYQXZWJiwp07d9i/fz/ffvstH374IRcuXJC+J65YsYKYmBju3r1LWload+7cYe/evVKpCmNjYxITE6lQoQL79+9nz5493L17l8jISNLS0mjSpAk5OTkolUrS09O5c+cOxsbGfPDBByQnJ6Onp8eSJUv4448/Sp2vVNauXcu5c+ekUoVlB6YHDx6sVkKlevXqeHp6kpGRQVhYGFBc8tTb25vLly+rDeLOmzcPb29v8vLy0NXVZceOHRgaGr6Go/9sZbOFVK1alXHjxgHFWYJsbW355JNPOHfuHDNnzkRLS4vVq1erBRe9TPBR69atOX78OOnp6VhYWHDv3j1u3rzJ6tWrmTVrllQSU3Wst2zZwu+//87y5cu5ffu2WqBhySwYmigUCtatWwcUD7wrFAoUCgWzZ8+WgnZiYmLw8/Nj3bp13LhxQxrgtbe3p3HjxiQkJBAYGMhHH330Iof7tShZmqlk+Z3CwkImT57MuXPnuHv3Lr169QKK/3eVKlUCXi67U9mAoBUrVhAVFcXmzZvZsWMHEyZM0DipJD8/n+HDh+Pr60vbtm1ZsWIFHh4eDBgwgNWrV7N9+/bn+u36b6mC1FT69esHIL0voDh4ryxNv381tamOp0qNGjU4fPjwq+j6K+fg4FDqO9/06dOZPn16qWU0tZVHAFF5BGH+l9jZ2QGQlZVFdnY2w4cPR6lUAvD999/z1VdfkZeXx+PHj5HJZMyZM4f58+dz7949WrZsye3btykqKiIlJYWioiIePXqEqakpqamp1KhRg8ePH+Pl5UV2djYpKSmkpaWV2r6trS1dunShS5cuAGqfi5UrV3Lr1i2p3Pi9e/ewtbWlqKiI8PBwjIyM6NixI4MGDeKvv/6iYsWKpa4FcrmcXr16sWjRolIZi7Oyskqddz7++GP09fWJiorC39+fR48eleNRFwThTRCBOYIgCIIgCIIglJuSGR/q1KlDfn4+mzZtYvr06VJplZIzi1XZKHR0dGjbti0LFy6ksLBQY0YbQRCElyGTyfjhhx+eukzZTBteXl54eXmpLfe8GRaeZvv27Rw9epR69epRo0YNzp8/j52dHdWrV2fNmjUMHDiQkydPAsWDfJ07d0Yul7Nq1SpGjx6NlpYWfn5+fPbZZ2zbto1z584RERHBiBEj+PTTT5kwYQLu7u5YWloyb948HB0dpQHjWbNm4eXlxYwZM+jVqxfLly8nKCiISpUq8ccff7z0vpW3vXv3Mm/ePLVsRp9//jmtWrWif//+7N27FysrK1avXs2BAwcIDAxk6tSpb6jH7yfVAMrjx485ePAgDx8+pGLFikRFRbFmzRrmzJnDqlWrSElJkQakU1NTUSqVxMfHI5PJCAsLo2fPnvTv35+PP/6YdevWMX/+fNq3b0+fPn2YPXs2+fn53L59+42UmxT+O/z9/Tl27BjZ2dlSFgMozlKwbNkyHBwc6Ny5MykpKdSqVYstW7ZgZ2dHTk4OWVlZUkaKJk2acPLkSZYvX86iRYvQ19enU6dOFBUVERoaSr169ejZsycLFixg8eLF/Pnnn8ydO1fKDKU6X6nKJPr6+vLjjz9KA/BlS55qKqGiKauJ6jt6Sargo/r162tcz9ugbLaQuLg4nJ2d0dfXZ+fOncybN4/x48eTl5dH165dNWb3gJcLPnJ2dmby5MkolUoGDRokZVcpWxJTZcGCBdKxTUpK4uzZs7Rr1+7lDwbFmZtOnTrFn3/+ybhx4zh9+jR+fn44OztTtWpVLly4gJ6eHnp6erRr1464uDjq1q3LjBkzOHLkiHTcrly5wtixYyksLGTcuHEMHjyY4cOHY2JiQkxMDB07dqRt27b8+OOPxMbGcu3aNT744AMAVq1axYYNGzAwMGDJkiXPzABUVslgq0GDBlGjRg2AJ5aPKfnb8WUCrMoGBDVu3BiZTIalpSWXL1/mwYMH+Pr6qk0qOXbsGJ06dZLOC/Hx8cTExLBmzRpyc3PLNSjnbVI245DKvn37WLRoEQUFBXzzzTd07txZrc3IyIg9e/bg7+9PZmamFKDm5+dHdHQ0MpmM4OBgKRhXeP+pPrva2tosWLAAKC7P2759ez7//HOuXr2Kubk5PXr04LPPPiMsLIzc3FyqVq1K586dmThxIp6enlSuXJmaNWvy+eefk52djYmJCdra2jx69KhU2fOyZX6flDVU5Unn/YiICGlCxu3bt8nIyGDfvn0arwWaSlqWPe8kJydLgecODg7Sbz9BEN4fIjBHEARBEARBEIRyU3IWb2hoqJRG2MTEBBsbG7Xlu3XrhqenJyNHjqRPnz40a9aMgoKCZ94oEQRBs6eVJxLeLrt376Z169aEhoYyZswYrl27RnJyMi1atEAmk9G/f3+ioqJYvXo1c+fOpXHjxty/f58qVaqQkpJC7969Wb16NTExMTRp0oQaNWowa9YsqlatyoEDB5gwYQJnz54lIyOD/v37U6NGDVasWMHAgQOlzAqGhoZUqFBBKjOYnp7O77//zqlTp97w0Xky1QxbS0tLsrOzpfaEhAQqVKjA999/DxQPnG3ZsoWIiAgKCgqkQW7h5ZTNkFOhQgUyMzO5evUqwcHBbNu2jatXr2JkZESLFi14/PgxtWvX5tGjR9SpUwdDQ0PmzJnD/fv30dPT4+bNm7Rr146lS5diaGhI3bp1MTMzw93dnfXr13P06FEp4OFtLjcpvDtU2cr++OMP7t+/L7UXFBTQo0cPaYY+FAeuqAagk5KSsLOzIzc3l+PHj+Pp6UlmZiZ5eXm0a9eOixcvYm1tTVZWFklJSUyaNImsrCzq1KmDpaUlp06d4s6dOyxevJisrCzy8/NZtmwZubm5PHr0iE2bNhEVFSXOV2U8KVuISuXKldWCikpmJ1AFKb1M8FH16tVJT0+nVq1aODs74+npyZgxY9RKYqqEhoYyePBgtm/fTp06dfjoo4/Yvn078PzlL3V1daVlSw4o169fnwoVKlCzZk0aNWqETCbj77//xtXVFR8fH/r27Uvz5s1Zs2YNhoaGLFiwgLFjx5KUlMTx48eldc2cOZOwsDAsLS1xcXGRjqsqEK1ly5a0bduWX375hcOHD9OvXz8SEhIACA8P58iRIxgYGKgNdj+PssFWwcHBeHl5sXTpUi5fvkznzp354IMPsLS0VHvtywRYacq+pFJUVERERAQNGjRQm1Ti5uaGlZUVK1asYPz48dja2uLm5iZlGHxVJU1fVMlSSK9D2YxD0dHRKJVKFi9eLD3u0qUL7u7uam1RUVFMmzYNgD179tCzZ0/OnTtHamoqCoWC+Ph4FixYIJWY0+R1769Q/uRyuXStDA4OxsfHhzp16kjn/KioKGrVqkXr1q2lyRMXL17E19cXOzs72rdvz9atW6lYsSKmpqbo6+vz5ZdfolQqefToEZ9//jnbtm1DT0/vhfv2pPP+rVu32L59O5UqVSI/Px9dXd0nXgs0/SYvGbhTVFREnTp1OHr0KABxcXEv3E9BEN5+IjBHEARBEARBEIRyUza99J9//qm2TMlU0mVvtmtpaTFw4MDy7aQgvGNKljyqWLEis2fPZsqUKeTn5zNy5EhGjBiBXC7HycmJtLQ0goKC8Pb25ubNm5iZmbFx40bCwsI4dOgQOTk5aGtr06VLFzZv3kyDBg1Yt24dOTk5DBo0iLt37+Lg4MDy5csJCQkhIiKCnJwcAH7++Wc8PT0JCQmhSpUqTJw4kSFDhmicDfimpKSkMGPGjHJJWf+qaWtrk5eXB0CzZs349ddfadSoEdu2bSM/P5/g4GBiY2P59NNPpRmYnTt35uDBg9y5cwcvLy8OHTpEamoqWlpamJubk5ubS4UKFahWrRpXr14Fiv9vWlpafPrpp0yZMoWbN2+SkZGBpaWlNMt90qRJNGrUCB0dnbfq/6lJ2RvaKg0aNGDAgAFMnjyZxYsXY2try9ChQ/nyyy+BNzdw9j4qmSHn999/JygoiP/973+cOXOGSpUqsWXLFrZv306PHj2YOHEi3333HcOGDcPPz48NGzbQoUMH8vLykMlkODg4kJ2djYGBAV26dJEG1GvUqMGIESOYPXu2tF1RblJ4FcLDw6levTrLli0jMjKSlStXAnD16lV+/PFHmjRpgo2NjVT2omxGjrS0NLp168bq1asxNzenbt26KBQKhg8fzvTp01m7di0NGjRgzpw5REVFMWvWLIKDgzl48CBOTk5cvHgRc3NzKlWqxKRJk0hPT6dp06akpKSUOl8dP35c2uaLZAURyoeFhQVNmzbF2tqajIwMWrduzenTp0uVxFRxcHBg8uTJDB06lM2bN9OtWzdcXV3R1taWAg2fpVKlSly8eBGgVOneku8F1WNVBqb58+eTnZ3Njz/+yIkTJ3jw4AHh4eHo6elhY2ODu7u7VNoyKyuL2bNnY2hoyJUrV4iLi+PgwYOcO3eOyMhIDAwMAMjLy8PKygptbW3q1KlD//79+fbbbxk9ejRRUVGcOXMGc3PzFzqWTwu2UmUaKqlk28sEWJUMCOrXr59aSeSWLVsyb948jZNK/Pz8GDt2LFu2bMHX15dRo0YREBBAUVERCxYsoGXLlv+qT+8STSXIbt++TXx8PB06dADg1q1bZGRkqLVB8XfdM2fOsGfPHtatW0dUVBQKhUIKtrGwsHj9OyW8ESWDrFQlwSZNmqRxOSh9DmjYsCHr1q1j5MiRbNy4ER8fH8aOHav22rLZ5Z62zifRdN53dHTEw8MDpVKJqakpO3bsUCuP/CJatmxJYGAgbm5u1KxZk4YNG77wOgRBeLuJwBxBEARBEARBEN5K33zzDVeuXOGjjz56010RhLeKahBx3bp10szTPXv2lKptD9CrVy9atWrFihUr8PDwYMCAAaxevVqapW1mZsamTZvw9fUlNzeXY8eO4e7uTmZmJj/88AP9+vVjyJAhjBw5kt9++w0oni24efNmRo0aRVxcHH379mXHjh14e3tz9uxZKTuJ8OK6du3K0qVLcXV15cqVKwwbNoy1a9fSrl07TE1NuXz5Mvb29gQGBjJmzBiguLTWtGnTePjwIU2bNmX27NkMGTIELS0tqlatypYtW1i1ahVhYWH069cPT09PfHx8SExMpEKFCpw6dUpKlw7FMzkHDBhA27ZtqVu3LoWFhe90mSAfHx8WLFiAv78///d//8eECRNo3749UDwQqEo9L7wcVUDXokWL2LFjB5mZmXTs2BFdXV2uXLlCVFQUADZFLdAAACAASURBVDo6OjRq1IjPPvuMiRMnUrVqVQoKCoDizEcXLlwotd7yGpyYPXs2Li4u0iAhFGfUaNq0qcZANLlcTlRUFDo64jbq+yghIYHWrVsDpYMcLCwsmDJlCs2bN6dKlSokJydrfL2Ojg7Hjh1j3bp1WFhY4OjoiKurKwkJCZiammJsbEzLli2ZMGECOTk56Ovrc+3aNTIzM7lw4QKnT5+mWrVqVKtWjeXLl/PgwQNq1aqFo6NjqfOVsbGxtM0PPviAPn36MG/ePDFo94aEhoZKj1UlloKCgtSWU2XoKTnwPGLECEaMGPFC26tcuTJWVlZ06NCB+vXrS+WeNDEyMqJLly44ODhI29fT08PR0ZHjx49z6dIlevbsya+//soHH3xA//79qVChAvfv38fNzY3ff/+dhg0b4u7uzjfffMPs2bN59OgRAPr6+ly/fp3CwkJSUlKwsLCgXr16DBo0iLy8PEJCQpgyZcoL7dubUjYgSKXk/+ppk0oCAgLU2t41KSkpJCUlSeXNXmQ/NGUcun//PjKZjMOHD6OtrU1+fj7a2to0bdqUiIgIqU1LSwsvLy/Wr19PYWEhpqam2Nra4u7uLpWHFQHUwvNq0KCBWvnhslxcXJ4r+OZpNJ33AQ4fPlxquaddC+Cf4CP459xR8rwTFBSEjo4O/v7+WFlZvVSfBUF4+4hflIIgCIIgCIIglIuXTS/t5+f36jrzghQKBVFRUWI2vvBWKjmIKJPJOHv2rFpte/injn18fDwxMTGsWbOG3NxcBgwYgImJiVQCqGbNmqUeZ2Vl8ffff9O1a1cAWrRoweXLlwH1skGenp4MGjQIGxubfzUr8GUoFAqWLFlCQUEBeXl5bN68mYEDB5Kfn4+ZmRnbtm0rtfznn39ObGwsSqWSsLAwrKys2L17NwsXLsTAwIDZs2fj5OSkll1IV1f3texP79692bx5M3l5ebRo0QJ9fX06dOgg3bAdNWoU8fHxbNiwAfhnZmdSUhKfffYZAJ06dcLf35/169eTmZnJwoULmTlzJuPHj6dWrVoEBgZib2/PmTNnGDp0KIMHD6ZZs2alykNoaWnRv39/7OzsaN26NW3btn0t+/80mgIjFi5cyJAhQ9Rm2Jad+Tp16lTpNarBHuHVkslk3LlzB4VCIWVXCAsLIyIigo8//piFCxdSoUIFKZBw1KhRpUp+hIWFUVBQIJW1eBODEyUHSYT/FltbW06dOsXcuXNxdXWVzh1OTk4MHDiQevXqER4ejrW1Nd27d0dPT4+8vDwMDQ3ZuHEjY8aMYejQoTg5ObFy5UqmTZuGtbX1M7e7du1aoLhklo6OjrSep5WtUn0uNm3a9NL7Lbw78vLyMDAwIDg4WO051fvV2tpa+r4QHx/PsWPH2LZtG0ZGRhgaGmJkZERsbCwhISGMGTOG3Nxc7OzskMlk1KpVi8mTJ/PVV1+RmJjIF198wd27d1EoFFy6dImbN29SuXJloHhw28PDg2vXrmFlZUXv3r3p06cPiYmJUglN4d2RkpJCdHQ0devWfeHXaso4JJPJaNiwIW5ubmhpadG4cWNWrVrFF198odbWpk0bBg0aJL1n7O3tqVGjBnK5HC0tLQYMGICvr++r3mVBeG6aMq/euHGDH374genTp5daVqFQYGVl9a8+S2X5+PiQnJyMsbGxNKFGEIT3hwjMEQRBEARBEARBEIR3iGoQsXv37iiVShwdHdVq28M/dextbW1xc3NTGwjXVP4AissB1a1bl5iYGJo0acLp06cZOXIkFy9eVFvO0NAQY2Njli1bxvz581/H7peSm5tLZGQkW7duJTg4mH379mFgYMCMGTOIjo4uVXZgwYIFVKxYkaioKNasWcOcOXOYN28ex44dw8DAAKVSyapVq9SyCw0YMOC17Iu+vj47d+6UBmjbt29f6qavptmXACdPniz195Nm4tvZ2WFvbw+Ao6OjWskGKC6n5ePjQ2hoKA0aNODTTz99mV0qV19//XW5b0Mul0slaWbMmEH9+vVfeB2zZ89+6UDVd0GVKlUwNDSkffv2UhYmmUzG1KlTadu2LZUqVWLWrFkaS348zYsOTowaNYovvviCRo0asXz5ciwsLNiwYQP37t2jUaNGUoaDLVu2sHDhQqytrVm3bp2URad9+/alSgWWLJGSkZGBj4+P2rqEd5uHhwd79+7F1dUVQ0NDqb1JkyZ4eHhQUFDA4MGDsbS0ZOjQoYwYMQIHBwcpY8lXX33FwIEDMTc3f+ESPgDdunXj/v371K9f/6lBOcLb73nLZ2ZnZxMdHU3v3r2fuc7U1FTmzJnDqlWrnrsfqkwwCoWCIUOG8MEHH6BQKOjYsaNUzkUul/P9999jYWFBYWEhWlpaREdHS9e6JUuW4Ofnx/Dhwxk0aBCjRo0CigOz169fL2WfuHv3Ljt37sTBwYGDBw9q7E9sbCwxMTH4+Pg89z68D1TZaFSZr95Ga9eu5fjx45w8eZKioiK8vLxITk4mPDycy5cvSxNVVGUl5XI53t7eVKtWjcTERGbOnElgYCB79+4lIiJCmhxgYmLCzZs3+eqrr4DirJCqgH8VmUzG9evXS7VNnz5dLeBB+O86ceIEkyZNolKlSgwePJikpCSN70dTU1PpfVurVi1GjBghBQ9aWVmVKoO6YMECDh48SG5uLoGBgTg6OjJs2DBSUlKkbE8zZszg6NGjKJVKLCwsNH7/W7VqFRs2bMDAwIDvvvsOhUKBi4vLKwnMKZmZRxCE948IzBEEQRAEQRAEQdDg3Llz9OjRg8zMTCIiIhg1ahSpqalYWlqyYcMGfv31V77//nuKioq4c+cOY8aMITg4mAoVKrBv3z4Axo4dy6VLlzAwMGDjxo1UqVLlDe+V8D4oO4j47bffqtW2L+lFB8JVrxk4cCBBQUE0a9aMjz/+mIsXL2pctn///syYMeONlNNwdHQEwMHBgcjISHx8fEhNTeXmzZvY2NiUCsxZtGgRhw8fJj8/n0aNGpGRkUHt2rUxMDAAigcINGUXep3KY4A2MzOTPn36MHr06Gcu26ZNG7VAn/KmVCpxcHBAT08PLS0tUlNTsbGx4fz580yePJldu3Zx4cIFBgwYwLVr12jVqhUnT57k77//ZvHixRQVFREcHMzZs2cxMTGRsqpMmzaNo0ePoqenR1hYGDVr1nyt+/VfUTLoSHXtK6lXr1706tWrVFvZQeuWLVs+cf0vOjjh5eXF9u3bmTlzJgcPHsTW1papU6fSqlUrpkyZIr2/mzRpwrp163B3dyc7O1t6fdlSgSUtXLhQbV0ikOLdJ5PJ+OGHH9Tax48fz/jx40u1NW/enLNnz5Zqq1evnlTu8d+IiIj416993Z4WaFAyi8CrKBnyPsvOzmbnzp3PFZhjaWn5Usdy2LBhUgmVbt264enpyciRI5k3bx7e3t7k5eWhq6ur9t1RLpczfPhwdu/e/dT1GxsbU6FChVKlActycHDAwcHhX+/Dq1R2oH/jxo2lBvXNzc3p3LlzqeyL165dY8SIERgbG3Pz5k02b95MnTp1nrktVTaatzkwx9fXl7p16zJy5Eh69epFVFQUmzdvZseOHVIwd1lZWVlERUWxZcsWQkNDOXToEPPnzyciIoLmzZtz48YNIiMjiYmJwd/fn8DAwNe8V8L7Yv/+/fj7+yOXyzly5AhJSUlqy6jej6r37ccff4y+vj5RUVH4+/tLZfhUPv/8c6ZOncrly5eZNWsWISEhXL9+naNHj1JUVMTJkydZuXIlH374IUOGDGHDhg04OzujpaXF4cOHmTt3Lp06daKoqAilUknDhg0JCwtj165d7Nq1iw4dOrBkyZLXdYgEQXgHicAcQRAEQRAEQRCEJ9i7dy/z5s1jx44dNG7cmM2bNzN37lx27NiBubk5RUVFhIeHM3/+fH7//XcOHz6Mr68vZ86cITU1FSsrK1avXs2BAwcIDAwsVVJFEP4tTYOIZWvbl6xjrwoMK6nkQHjJWYSqGYhQfDO0pJKlXkq+RktLi4EDBz5n718t1QDp2bNnqVOnDvn5+WzatInp06dTVFQkLacqs/PLL79IZXbMzMy4evUqubm5UpkdTdmFXqfyGKA1NTXlyJEjr3y9r0p4eDg2Nja4u7uTlpbGqVOn2L59O926dWPJkiVcvnyZrl27cvHiRWJjY6lSpQpJSUlMmDCBZcuWMWHCBC5fvkxqaiqjRo3i559/5q+//mLfvn3IZDKOHz/O0KFD6d69O0uXLgVg7ty5dOjQgaioKGbMmFGqbd++fcyaNYsWLVpQUFBQqq+xsbF8/vnn5OXl4eHhwbRp0wgJCSEiIoKcnBwAfv75Z7KysujTpw8GBgbo6em999ly3iZubm74+/szevRojIyMuHTpEl9//TVaWlrcv38fJycngFLl+1T/O1AvFVhSfHy8xnUJwn/F0wINatSo8Z/MdFE20CMtLe2ZWUcSEhKIjIxELpfz008/YWZmVi59K5utbeLEiTg5OalloDhy5AgeHh7s3LmTiRMnYmhoSEJCAnFxcdIkg++++46NGzfSoEED2rVrBxRPQAgICCAzM5MDBw4QHR2tcbLC0aNHpWNgb2+Pvb09Z8+eJTQ0FAcHB2bMmMGxY8ewt7fn3r17pb6LvmolB/qTk5NZsWJFqUH9CRMmaMy++G+CTUpmo2nSpAmxsbEYGxsTFhaGiYkJfn5+REdHI5PJCA4OpqCggKFDh6Kvr0/Hjh2l8o5lqUou5+TkvNISnY0bN0Ymk2Fpacnly5fVsmSq/lYtp6kULkDTpk3R0dHBwcFBKoUrCP/G2LFjmTt3Lj/88AMjR46U2jW9H1Xv2+TkZClzo4ODg9qEgw0bNhAWFoZMJkNLSwtdXV2GDRvG4MGDqV27NlBcBvfChQv88ssv3Llzh3r16pGSkoJcLqdixYpUrlwZf39/OnXqhI2NDbNnz8bExAQXFxcpSDEkJIShQ4eqfZcUBEEQZwVBEARBEARBEF5abGysxtnGz1o2ODi4PLv1UlQ3Gi0tLUlJSaF58+YAtGjRQrrJWPJmZNkbk/Hx8WzZsgW5XM68efPIzMx8A3shCOVHLpezbds25s+fL5VGUAkJCZGyTQwfPvy5bsyXXO55AxkKCgqoWbMmAQEBDB48mD179tC9e3dSUlJKLVeyzM7PP/8MlC6z0759e3755Rd8fX3ZtWsXbm5utG/fnj///PO5+iH8ewkJCfTq1YsTJ06QlJSEpaUlH330EQkJCTx+/BhjY2N0dHQwNjZGW1sbfX19cnNz0dPTQ1tbG4BKlSphaGiIra0tlStX5vjx49jZ2ZGRkcHYsWNJS0tj+fLlHDp0iEOHDvHNN98AxQFmZdsWLFjA0aNHmTFjBjdu3CjVV1tbWxQKBadOnSIyMlKahVu9enX279+PpaUlcXFxrFu3jpEjR7J//361mbpC+dLR0cHa2prvvvsOT09PbG1tWbp0KQqFgtOnT9OzZ09AvXyfiqpUIKCWMedJ6xKE/4q1a9eyYcMG3NzccHNzw9XVlT59+lBYWEhKSgqDBw9+01187VSBHtHR0bRr146srCy2bdvGF198oZaFRsXX15eOHTuiUCjKLSjnefrr6OhIUlISx48f5/Dhw5iYmADg7OzMoUOH2LdvH1ZWVkRHRzNu3DgCAwOpVq0akZGRUhmrfv36UaVKFfT19QkPD6dr167SZAVLS0vOnDlTavs3btxg7dq1BAQEEBoaSnp6On/++SfHjh3DxcWl3Pd/7NixbNu2jSFDhpCRkVFqUD87O5sHDx7g4+ND27Zt2b59O2lpacC/Czbx9fVlyJAhLFy4kAcPHnDs2DH69+9PYGAg586dIzU1FYVCwapVq1iwYAEKhQJfX1+OHDnyXJM5XkVQjq6uLoWFhYD6ddHExIT09HSAUuVPn1YK9/r16/z2228UFhZy9uxZ6tWrJz2vyhSl8jbfB3idFAqFFCRe1n/9GFWpUoWAgAD8/f1ZuHDhM9+PRUVF1KlTR3o+Li5ObZ0BAQEoFAqCgoIoKiqisLCQAQMGsHHjRjIyMmjVqhXJyclA8eQWY2NjGjZsyMSJExkyZAh79uyhVq1aODg4YGdnR7du3TQGE5b8LSwIglCSyJgjCIIgCIIgCMJLe5EU5SWXDQ4OVhvQf1uUvMljYGBATEwM3bp14/Tp09SvX19tmbI3hWxtbRk6dChffvkl8PozbwjC69C7d28++eQTtfaQkBAGDx78ymYJqgbOS37OABo1aoSFhYWUEUhTII3quX9bZkcoX7a2tpw+fZr09HQsLS05efIkFSpU4LPPPmPx4sXcvXuXgoIC7t69S2FhIXl5eVSoUIHHjx9Lg0lFRUU8ePCAu3fvkp+fz4kTJygqKmLRokWEh4fz+PFjtLS0MDY2BpACejS1yWQyDA0NMTQ0VBswTU5O5ssvv+Thw4dcunSJW7duAaUDObOzs0lKSqJ79+4AUlCn8Pp4eXnxySefkJ6eTocOHfD19SUnJweZTEZQUNBTX1u2VGDJzGHTpk1TW9fzlDMRhPeFquzNnDlzyM3NVcsq8l9UMqPD+PHjnzvryJtSsr92dnZShrCS/frwww8BpEkGERERFBQU0KpVKykjTnZ2NikpKYSGhlJUVERkZCRQPEFBde1UTVZQXV8B6tevT4UKFaTr5ZUrV6RrqIODAwcOHCjX/VcN9KelpeHj40PVqlWl54qKioiIiKBBgwZq2Rf/+usvjcEmz+Pvv/8uNcHj6NGjxMfHo1AopEB0CwsLPvnkE2bPns2gQYMYPHgwXbp0eep6VSXj5HI5zs7OREREMHr0aI4ePcq5c+dYtGgRnTp1Qi6X06JFC3799Ve8vb3x9fWV1mFnZ8fUqVNJSkpCV1e31PqbNWtGWloaXbt2LXWcnub69esAeHp6kpGRQVhYmPRc2RJuT7sPkJKSwowZM/7z38nf5nslr8OaNWvYuXMn9+/fZ8qUKYSEhDzz/diyZUsCAwNxc3OjZs2aaqWWnZyccHV1xdXVFYB79+7h4eFBYWEhxsbGtGrVihUrVpCdnU1iYiJyuZxbt24RHBzM48eP+emnn6TMyA8fPmTZsmW0atWK8PBwNm/ezJYtW8jPzyc2NhY3NzdGjhzJkCFDyvU4CYLwbhGBOYIgCIIgCIIgvDRVSu29e/eWSk9+/vx57t69y5gxY4iLi2PNmjX07duXqKgorKysOHfuHHK5nBUrVnDlyhUWLVpEQUEB33zzDZ07d37TuyWpUqUKUVFRuLq6YmFhwZQpUzh+/PhTX+Ph4cGECROkdP8TJ07Ew8PjdXRXEMqFUqnE19eXxMREkpKSuHfvHg0aNODx48dUrFiRKlWq4OTkxPHjx4mLi6Nly5ZMnDiRgwcPEhcXJ93c3Lt3L4cPH+aTTz6hsLCQFi1aEBUVxe3bt+nZsyf29vbcvXsXKM5ocuXKFVJTUwkLC6N///7k5+djZmbG2LFj3/AREV4FVSDE2bNnuXbtGi4uLvz4449cuXKF2rVr4+7uzoULF+jQoQOtW7dm+PDhdO/enb///ptFixYB0LlzZ1xdXSkqKqJatWqkp6dz/vx5Ll++THx8PN988w3h4eHS+0oV0KNUKjW2PXjwgKysLDIyMkr1dfXq1UyZMgW5XI6Li4vGgDHVbN2zZ8/SuHFjzpw5Q6dOncr3IAqldO3alfv37wNgZGTErl27Sj2vqXxfybayGQBVpQHNzMzU1iUI/0UPHjzA19eX1NRUbt68iY2NzX82MOdZgR5ls440a9asVJaSt6G/48aNk/oL/5Tx0zTJYPny5Xh6ejJ8+HAGDRqk8Tr4pIxkmp6rXbs2Fy5cADRnt3jVSg709+vXr1TmDSge1J83bx6nT5/GxMREel9Xr15dY7DJ06j+z3Xr1uXQoUMAnD59mnr16mFra4u7u7uU9SY/P5+CggKWLl3K48ePcXZ2fmZgTkleXl5888031KxZkwsXLlBYWMinn34qff/o1asX/v7+tGnThuHDh6OnpweAiYkJx44dK7WukiXQNAVKqYJlSi6nKnerKm378OFDKlWqxIgRIzAzM2Pbtm2sXbtWKuHWpUuXUvcBzp49y8qVK9HW1iYgIAATExOSk5P5+OOPpTZ7e/vnPh7vok8++YSbN2+ir6/P9u3b2bJly1Pvlbi4uNCjRw/27t3Lxo0byc3NZeLEiW96N16piRMnltqnfv36qS2j6f0YFBSEjo4O/v7+WFlZAfDrr79Kz5VV8jPw/fff8+jRI/Lz85kyZQr79+/H2dmZ8PBwjhw5ws8//4y7uztBQUHUqlWL3377jYcPH9K3b18mTZrEsGHDiIuLw8HBgaioKHR0xBC8IAilibOCIAiCIAiCIAivzI0bN/jtt9+IiYkhNDSUb7/9lgEDBjBmzBh27tyJl5eXtKyvry8//vgjCoUCpVLJ+PHjiY6ORqlU0qVLlzcamKPpRuOoUaOeuQyUHtx7FSnGBeFtER4eTvXq1enWrRu///47J0+eZMmSJdStW5eePXsSHBzM9OnT+fPPP2nZsiV169ZlyJAhTJ48GS8vL6ZMmULlypV5/PgxI0aMYP/+/bRs2ZLatWvzxx9/cPbsWcLCwmjevDm1a9eWttugQQPWr19PUVER+/btk2boK5VKvvrqqyemfxfeDTKZTC0Q4llZTcoqeQ4GGDZsGF26dGHSpElYWlrSpUsX7O3tcXd3p6ioCD8/PwC++eYbtbYpU6bg6upK8+bNqVGjRqn1duvWjXHjxtG4cWNpUEuTkSNH0qdPH3788Uf09fVfaF8EQRDeVqpAgydlFfkvelagh6asIzVq1CAzMxMvLy/Wrl2LqanpG+nvlClTiIuLw9nZGX19/VJlhkDzJIP27dszdOhQdu/e/Ur6Y2FhgYODA23atKFx48ZqWVtetbID/Solf9eVzb6YkpJCrVq1Xjh7S8lsNNWqVaNNmzYYGRmxadMmKleuTI0aNZDL5WhpaTFgwABMTExYuXIlDx8+fOGycHZ2dujq6tKwYUPMzc0ByMrKkp53dHREW1ub2rVrc+vWLWrVqvVC639eT8uq5evry9WrV6XjuHfvXhQKBYWFhXh7e2Nubs69e/fo0qULc+fO5dKlS6Snp7Ny5UrkcjmNGzcmICCA+/fvs2fPHvz9/cnMzMTb25vdu3fj5+dHdHQ0MpmM4OBgrK2ty2Ufy0tISAgVK1Zk3bp1bN269bnulUybNo1Ro0aRmZlZ7tmm3iU+Pj4kJydjbGzM9u3bX+i1ms4RTZo0kc4R0dHRbN26FUAKFtuwYQNhYWFUrFiRSpUqvZqdEAThvSUCcwRBEARBEARBeGXKpic3NjZGT0+P27dv88svvzBz5kx++eUXtdfdvn2b+Ph4OnToAMCtW7feinTvgiD8IyEhgdatW3P+/HmcnZ05efIkzZo1Izg4mLi4OEaOHEl6ejqurq5cunQJAwMD6bXdu3dHW1sbAwMDbt26RUZGhjSLNy8vj7i4OB4/fkzNmjUxNDSkQYMG0mtVJRXEDH3heYWGhkqPU1NTAWjatKla5ppOnTqptXl4eKhlN1NlValfv75a0OiTAjNVWVYEQRDeF6pAg99//52srCy1rCL/Rc8T6KFpwDwiIqK8u6bRszJQqK53UJzdRtMkg7LBR4DGyQpRUVHSdVH1vCprhbW1damMZTo6OmzdupWkpKQX3KO3l6ZsNCVNnz6d6dOnl2rTlBHkeah+Mz8pW9HZs2dxcnLiypUrVK9e/V9t40W8yHf2jIwMtLW1cXFx4euvv8bCwoJ79+5RqVIlZDIZmzdvpkmTJmzcuJFx48axd+9epk2bBsCePXvo2bMn586dIzU1FYVCQXx8PAsWLGDNmjXlvp+vSmFhIZMnT+bcuXPcvXtXrczuk+6VdOjQgc8++4xvv/32lZUPfh+U/B3wsmxtbTl16hTdu3dHqVRqzLYZEBDAmTNn+Pvvv6XJXKpAVpExRxCEssRZQRAEQRAEQRCEV0bTzUBPT08WLVqEjY0N2traGpevVq0aTZs2JSIiAm1tbfLz80VQjiC8ZVQ3Jlu0aMHJkyeB4s95QEAADg4OBAUF4ejoSHx8PG3atEGpVEqvvXTpEk2aNCEvL4/q1atjZmbGnj17cHBw4PHjx8hkMmbPnk16ejoWFhYkJiZKr1XdaBYz9AVBEAThzXlWoIEqE4Yq+EJ4fyiVynIb+J8+fTonT55EW1ubbdu2lcs2Xoa1tfULZ8t52/z0009MnDiRESNGPDXj38t6WlatsiXcVL/1zczMuH79Oo0bNyYlJQUzMzOMjIy4f/8+aWlpVKtWDZlMhrW1NTk5OWhpadGsWTPOnDnDnj17WLduHVFRUSgUCikAzMLCotz2sTzExsZibm7OsWPHCAoKkoLKn3WvZPXq1QwZMoSgoCB69+79n8/SqCqvPnfu3Ccuk5KSQlJSkpQJ7FlUJXddXV0xNDTUmG3TyckJV1dXXF1dpdd169YNT09PKYumIAiCigjMEQRBEARBEAShXPXs2ZMxY8YQHh6u9twHH3xAnz59mDdvHl988QVubm5oaWnRuHFjVq1a9QZ6KwjCk6huTC5dupTk5GTu3buHh4cHTk5ObNu2jfXr12NkZISrqysVK1YkJiaGHTt2AMWzxRcvXoy5uTl6enqsX7+ejh07UlBQgLa2Nn/99RfNmjXj008/pWnTplhZWaltv2XLlsybN0/M0BcEQRA0SklJYcaMGe/8ILogvClKpRJfX18SExOpWLEijx49wsnJibS0NL766is+//xz8vLy8PDwYNq0afTr14+1a9eydetWDhw4wK5du+jWrRt79ux57m36+/uX4x69f0pmY4LSGfpKBsWVfLxo0SJ0dHRISUkhOjr6uYMSsrOziY6Opnfv3gC4uLg8NfDuaVm1ypZwK3kfwMPDg3HjxlGrVi0aNmyITCbDhysSvgAAIABJREFU1tYWLy8vzp8/T3R0NCkpKZiYmADg5eXF+vXrKSwsxNTUFFtbW9zd3aUMT/n5+c+1f2+LJk2acOrUKTp37swHH3yApaUl8PR7JV9//TV79uzh559/pkmTJvj5+TFv3rw3vCdvvxf9DGgquVs226amErxPyqYmCIKg9TbNMGvRokXR6dOn33Q3BEEQBEEQBEEQBEF4ReRyOVFRUSKVtyAIglCuRGCOILycXbt28ccffzB//nyUSiXt27dnwYIFtGrVikePHlGhQgW0tLRo164d+/fvJzAwkMaNG7Njxw6ys7MJCwujT58+7Nmz55lBHMLrUfJ7+PNkFCmp7Dm1vP6neXl59O3bl7y8PAwNDWnevDnx8fFs3LiR0NBQVq9ejUwmY9WqVTg6OqJUKrGysmLWrFlS6aB58+YRGRmJlpYWAwYMwNfX95X3U3i7KRQK/ve//6FUKsnMzGTz5s0MGzaM/Px8mjVrRkBAAAMHDuT48ePUr1+fw4cPv+kuC4LwntDS0oopKipq8TzLisKDgiAIgiAIgiAIgiAIgiAIwjvnxIkTtGzZkvbt2xMdHQ0UZ0sYOHAgR48epWfPnmRlZQHFM9hjYmLeZHcF4a2WkJBA69atgX9KiX744YcAJCcn07VrV9q2bUt8fDy3bt3C2dmZEydO8OjRI+zt7dm6dSuOjo5vrP+COoVCIQXHr127lg0bNuDm5saECRNwdXWle/fu5OTkAKi1rV27lsjISORyORkZGdy7d4+hQ4dib29PbGzsK+ujvr4+O3fuJCIigurVq9O+fXspGGjYsGGcOnWKEydOSO8tmUzG9evXpaAcKC6JplAoOHLkiAjK+Y/bu3cvXbt25cyZM0RGRvLrr79y9+5dEhMT8fX1ZciQISIoRxCEN0YE5giCIAiCIAiCIAiCUG5KDggIgiAIwqu0du1a7t69C0BGRgZ//vknw4cPx8rKiuTkZORyOa1ataJPnz788MMPmJubv+EeC8Lby9bWllOnTgHFZa3gnwCd1atXM2XKFI4ePUr9+vUpKirC0dGRQ4cOYW5ujrOzM4sXL5YCe4Ri2dnZ7Ny5s9y3ExsbK5XccXFx0biMKihh4cKFPHjwgGPHjtG/f38CAwP5448/1Np8fX3p2LEjCoUCMzMzbty4wdq1awkICCA0NPSV9r9bt244Ozvz8OFDWrVq9UrXLfx32NnZAWBpaUl2djZeXl7I5XJ+/fVX0tLS3nDvBEEQRGCOIAiCIAiCIAiCIAiCIAiC8A4yMTGhQYMGWFpaYmRkxNWrV9HV1aVhw4YAuLu7k56ezrhx4+jYsSM7dux4wz0WhLeXh4cH6enpUtaUkrp168a4ceP45JNP0NPTA0BXVxc9PT2cnZ1xcnLi4sWLfPzxx2+i62+t1xWY4+DggI+Pz3Mt+/fff9O8eXMAWrRoweXLlzW2lVW/fn0qVKggBT28ShERERw/fvyVB/wI/y1aWlrS49u3b+Pp6YlCocDZ2ZmioiJ0dXUpLCx8gz0UBOG/TkxZEwRBEARBEARBEARBEARBEN45EyZMYMmSJdy8eZPQ0FCsra2xsrIiMjKSjh07UqlSJUxNTVmxYgWenp4kJye/6S4LwltLJpNJWVfK6ty5M507d1ZrP3r0qPQ4NzdXevzrr7+++g6+ZfLy8ujbty+PHz+mcuXKdO7cmcuXLzN37lxCQkKA4vJgqnJQP/30E2ZmZi+8HYVCwf/+9z+USiWZmZls3ryZYcOGkZ+fT7NmzQgICEChUBAVFcXcuXOfuB5VUELdunU5dOgQAKdPn6ZevXoa28oGMZQMeigqKnrh/RCE10kmk7FkyRJ2794ttdnZ2TF16lT69evH1q1b32DvBEH4rxKBOYIgCIIgCIIgCC/geW56CoIgCIIgCOVvx44d/PXXX2RlZfH48WMKCwvx8/PD3t4eY2Nj5HI51tbWJCcnY2VlRVJS0pvusvAWGz9+PCtWrHjT3RDeEbt376Z169Z8/fXXjBkzRuMyvr6+XL16lY0bN7709vbu3cu8efM4c+YMkZGR6OjoMHjwYBITE5/r9aqghKSkJKpVq0abNm0wMjJi06ZNVK5cmdDQ0FJtRkZGZGZm4uXlxdq1a1+6/4JQnuRyOXK5HIDhw4cDMGnSJLXljh079hp7JQiCUJoIzBEEQRAEQRAEQRAEQRAEQRDeOSVL6syYMYOQkBC6du1Ks2bNaNmypbTcwIED31QXhddMqVQik8n+1WtfNCinoKCAIUOGkJqaiqWlJT4+PixbtoyCggLy8vLYvn07pqam+Pn5ER0djUwmIzg4GABvb29MTU1JTk4mPDycWrVq/as+C//P3r0H5Hj/fxx/dpIklTOhHNscb6fooO6iNIcw5piENBpbDDE557Rh2JxjIea8OR86uGuFKJWYUxRWkkqISnX3+6PffX1L2Gzk9Hn84+6+Tp/rPruu9/V6vz0JCQm0bNkSKGoldfPmTWlaYWFhiYSZ/6p58+YAUhupfv36kZmZSWJiIsnJyf9oHfr6+i8tSli5cmWp+44dOybdVqUgmZiYSIlAgvAmxMTEEBUV9Y/as82aNQsrKyu6dOny0vn8/PxwcXH5198PL5OYmIi3t3eJAryjR49SUFBA9+7dy2wcgiC8+8Q7XxAEQRAEQRAE4RXFxcXRs2dPLC0tycrKYtCgQVhbWzNo0CDy8/Px8/PD19cXKDpQpFAoOHnyJB06dMDOzk46ID9nzhzkcjl2dnYkJia+xT0SBEEQBEF4/3h6ehIaGsq5c+cYMGAAR44c4fDhw2zZsgVXV1eioqLIy8tjxIgRyOVyZs2a9baHLLwBCoUCJycnevbsSfv27YGiE6Wq1ARzc3PGjh2LTCbj6NGjL7zPysoKKEpb+Oabb7CysmL27NkARERE0KZNGwYNGkSbNm0A+O2332jatCnq6uo0a9aM9PR0cnJyOHLkCF9++SXr1q0jLi6OpKQkFAoFK1euZMGCBQDcv3+fnTt3MmHCBPbs2VNmj5Xw+tSvX5+4uDgAzp8/j76+Pnfu3AGQ7n+2HdS/VbzIJy0tjd69e6NQKLC0tBRtpYQPSvGinJkzZ2Jubk5UVNR/Xq+fnx9KpfI1jPCfcXR0LFWUo1Qqy3wcgiC8W0RhjiAIgiAIgiAIwr9w4MABunXrxp49e2jatCmhoaE0a9bshQfWDx8+zKJFiwgODmb48OEvPEgvCIIgCILwoSl+IsrV1ZX4+Pgy2W7fvn0JCwujSpUqZbI94fVISUlh3rx5L5wul8vJz88vcZ8qeUZHR6fU/Onp6cyYMYNDhw6xdu3aF96nWrdSqSQlJYVZs2Zx+PBhAObOncv+/fvx9fXl1q1bAFy/fl0q0mnXrh3x8fG0bt0aKEpQiY+P59KlSygUCuRyOWPGjOHhw4cAUkGPKgFFeP/07t2b8PBwunbtSkpKCtWqVSM5OZlu3bpx7949AGrWrCm1g8rIyHgt21VXV2fJkiX07t2bx48fv5Z1CsK7QiaT0bBhQ7y9vVm1ahXlypVj6tSp0mfn6tWr6dixI7a2tly5cgUoKni5cOECvXr14tGjR0RERCCXy7G0tOSXX37hzJkzxMTE0LlzZ7Zs2fJaxln8wqvg4GAA8vLyGDx4MCEhIdLFWomJidja2tKvXz8WL14sjcPT0/O1fSYIgvD+EK2sBEEQBEEQBEEQXlHxKPHExETatWsHFB2Qj4qKKhFFr7qC0cPDAx8fHzZs2MC4ceNITEyUDtID1KpVq2x3QhAEQRAEoYz4+fnh7Oz8r1o3/JfWRML7qWbNmkybNu2Vlnn48GGJFILCwkKePHmCra2tVGTTv39//vjjD3r27ImmpibHjx/n559/5tKlS8TGxgIQHR1NvXr1KF++PN9//z06OjqYm5tz8+ZNevTowcKFC2ncuDHr1q1jw4YN1KxZEw0NDSIjI2nUqBG//PILALGxsTRs2BBTU1McHBykNll5eXkkJSWVSEARiSfvJ21tbfbu3YumpiZjxoyhQYMGHDlypNR8xdtB/RtyuVz6P6MqBWr8+PHPnQ/+13LqQ5ebm8sXX3zB06dPMTAwwNHRkfj4eHx8fKRWW3K5nBEjRlC1alWuXbvG9OnTWbNmDU+ePOHYsWPo6uq+3Z34yPj5+ZGfn4+bmxuzZs1CLpfz448/olQqycjI4NixY0RGRrJhwwZSU1N5+vQpampqODk50adPH548ecK1a9e4evUqDx8+ZPjw4dy9e5crV64QEBCAq6srtra2ZGdn07x5cy5fvsyKFSuIiIhAJpMRGBiIpubrOS2uuvBKLpeTkJDAsWPHcHV1xd3dHRsbGxISEqR5U1NTCQwMRENDg8OHDxMYGIibmxsZGRlUrlz5pdtRfT+8ztZ4giC8PeJ/NIIgCIIgCIIgCK+o+EERHR0dKVo5MjKShg0bPjfG3NDQkFWrVrFo0SJmzpwpHaRXKBQoFAo2b95c9jsiCIIgCILwD0yaNIkLFy5w/PhxKRFk2LBhJa5Kt7e3p6CggAULFmBjY0OHDh2Ijo7mzJkzREZGYmFhIV2p/tNPP5VoExQfH4+DgwM2Njb4+PgARSegx44di6Oj49vZaaFMPdv21dnZGYA1a9bQsWNHvLy8pMIDgOnTp9O+fXs2bNjApUuXuHv3Lp07dyYpKQko+g1evnx5AgIC0NPT49atW/z+++9kZmZy4MAB0tLS8PLyoly5chQUFDB27NgS41H93n/8+DFxcXGYmpqyYcMGVq5cSXx8PBs2bOD8+fOUK1eOmJgY4uLiqFKlClpaWjg6OrJq1Src3d1p1aoVNWvWRC6XY2trKxXuvCsSExOltIfnKcuEq/dR9+7dsbS05MmTJ5ibm7/t4XxUfv/9dywsLDh69CiGhoYvnO/+/fts376dSZMmsWnTJo4fP063bt3+c8GU8Pqo0oiDgoKk+9q0aUOFChVQKpWsWLGC+/fvs2zZMszMzFi/fj1QVPDSr18/QkJCqFOnDkOGDCE8PJxLly5x+/ZtKlSowPXr16UEq/+i+HfUypUrpQJNbW1tUlNTOXToEJmZmdSpUwcHBwcWLlzIwYMHAdDT06Nz5860a9eOjIwMbt26xdGjRxkyZAg//PAD9+7dw8nJCVtbWzw8PICilujDhw+na9eupKWl/efxC4LwbhCFOYIgCIIgCIIgCP+BoaEhFy9exNramri4OPr27Uvnzp05evQoTk5O0nxr167F2tqaHj164Orq+s4fpBcEQRAEQVCxsLAgPDyckydPUqtWLR49esTdu3eZMWMG+/fvJywsjMLCQgoKCvjmm28ICQlh69atLF68GDMzM6pWrcrcuXMZOnQoUJRiEBYWJrUJmjZtGhs2bCAkJIQLFy7w119/AWBpacnx48dfOjZPT08KCgr+dh9cXV1JTEz8bw+E8MYUb/tqa2sLQH5+Pn5+foSHh/P555+XmL9///6EhYWxadMmPv30U2rUqEFQUBAuLi5YWVkREhJCbm4u/fr14/79+5w6dYqYmBi0tLR49OgRubm5mJmZSe1oVS1RVAoLC8nMzCQhIYFmzZqxcOFC3N3diYiIoGbNmhgbG6Ojo8Phw4eRyWTs2LEDLS0tZDIZR48eRaFQSC3Upk2bhkKh4MSJE7i7u2NiYoK/vz9Q9F6YNWvWG398i6cJFfd3hTkfs5iYGDZs2PDSeY4dO0Z4eDibNm0qo1EJKgkJCbRs2RIoan908+ZNaVrxFCpV27jatWtLybe1a9fm/v37ZTtg4blJYcXTiIu39YuJiUGpVBIaGoqNjQ01a9akQYMGZGRkcO3aNQBatmyJuro6K1as4ObNm5QvXx5tbW309fUJCAjg1KlTtGzZEiMjI7S0tP7Rb4UXKf4dZWFhwYULF3BwcMDc3Jxvv/0WAwMDZDIZ/fv3Z8OGDUyZMoXk5GTu3LmDiYkJCoWCoKAgkpKSMDIywtHRka1btzJp0iQWLlzI1KlTOXHiBHp6epw6dQqAJk2acPz4capVq/avxy0IwrtFtLISBEEQBEEQBEF4Bc+LEh81alSJebS0tAgPDy+1nKenZ4n7pk2b9sox/YIgCIIgCGXN0tKSSZMmoVQqUVNT4+eff6agoACFQoGTkxOXL18mMzOTO3fu8NVXXxEZGUlubi7ly5fn6dOnpKSkMGnSJI4fP05+fj4bNmzgp59+IiEhgby8PE6dOkXbtm0pKCigatWqUupJ27ZtXzqucePGSS2ChPfbs21fAdLS0qhXrx4aGhrIZLIS8zdv3hwtLS3U1dWRy+XUr18fgNmzZ0tJTEuWLKFKlSqsW7eOjh07Uq5cObp27cq+ffvo1asXoaGhdOrUCTU1NQoKCggLC0NPT4+NGzcydOhQLly4wKFDh5g+fTpt27YlKiqKTp06UVBQwM2bNykoKCA6OrpsH6hnnDx5kvHjx6Orq4uzszM3btzgxIkTUpslT09PKlasyNWrV/Hz82PIkCHk5eXRsmVLVq1axbp16wgPD+fUqVMEBQXh7e1dYnkoSriKiorC3t6emTNnvtX9fVZhYSE9evTg0aNHnDhxAg0Njde2bplMVup1J7w76tevT1xcHN26deP8+fM0btxYSquNi4uTinaKF4OIFnJvl76+fonnyNbW9oXPSbNmzQgPD8fR0RFtbW3u3LlDtWrV+OSTTzh+/DgXLlygevXqABgYGPDpp5/i4eHBr7/+Sr169XByckKpVHL58mWgKN2qffv2WFtb8/PPP7/y2It/R5mYmLBnzx62bt1KhQoVaNGiBQkJCcybN4+1a9fStWtXlEoljx8/JiUlhTt37iCXyyksLERTU5PevXuTk5MjrfvSpUtMmTIFNTU1srKyMDMzA/7+N5AgCO8fkZgjCIIgCIIgCILwAcrMzJQOpgvC26I6sfY8ojWCIAjC+6N69ercuXMHLS0tnJycWLVqFdra2hgYGLB9+3ZkMhkdOnTAyMiIs2fPMnnyZM6cOUNubi5Pnjyhdu3aLFy4kCVLlnDt2jU6d+5McHAwBgYG7N69m5o1a9K1a1fS09P5888/ad++PQDq6v87fD1x4sRS7bQePnxI06ZNyc/PZ9asWbi5udGlSxfc3NyAokSFjh070rt3bymFR3g3Pdv2FaBq1arcvn0bpVLJ+fPnS8xf/GQu8Nw0BDs7O5YsWYK7uztZWVloaGhQp04dFi9ejKWlJUqlkqdPn5KbmysV9lSpUgUbGxsSExMxMzNj/vz5ZGdnEx4ejo2NDTExMUyePJnhw4djYWFR4ve2XC6XWrGVleIpDq1bt+bGjRuEh4cTFBSEvr4+8L/kqapVqxIQEEBYWBgPHz7k2rVruLu7M3ToUIKCgoiOjn7u8s8mXL1L7ty5g56eHqGhoa+1KAdAoVDg7e1N//79sbGxwcHBgYcPH3Lo0CF+/vlnnjx5gra2NhkZGWzcuJGdO3e+1u0LL9e7d2/Cw8Pp2rUrKSkpVKtWjeTkZLp16/ZaWhcJr9/zkoWfJz8/H0NDQ1q2bMnRo0fZt28fFhYWdOrUidTUVM6fP8/27dupVKkSs2bNokuXLpQrV46AgABq1qyJnp4eQUFBnDhxgk8++QQoStebMGEC7dq1k7bzoiSx5yn+HRUZGUnz5s2Ry+VcvHiR5ORkXFxcpH0MCgri8uXLJCYm0qtXL7Kzszly5Aj79u2jatWqHDlyhEaNGknfWaampixduhSFQkFkZCS9evUCSv4GEgThwyAScwRBEARBEARBED5AqsKcZ2P/lUrlGzvAo7rC7dkTJcLHSalUihQDQRCEd4xCoSAwMFAqHkhMTMTb2xt/f/+/TZ+pVasWLVq0oE+fPowfPx41NTXGjRtH586dSU9Pl04wGRkZsXHjRtLS0ihXrhyOjo40adKEmTNnkp2dzYMHD/Dz82Pfvn2kpKSQmppK37592bJlC3Z2dmhpabFnzx4AIiIimDBhAoWFhURFRbFv3z5yc3Np2LAhjx49Yv/+/bRq1YoRI0Zw5coVUlNTcXV1JTw8nMzMTH744QeWLFlChw4daNWq1Zt/gIV/be3atezdu5esrCwGDBhAXFwcmpqaDBs2DAsLC8zNzdHS0nrh8t27d6d37964ubnRt29fAFq3bi2lMwwbNgyZTMb48eMxMjLCwsKCrl27EhcXR4MGDUhPTwfAxMREeo9YWVnRrFkznJ2dMTU1JSQkBIBZs2ZhZWVFRETEG35U/l7xFIfmzZtjYWEBlPw9rkpdSE9PZ8yYMWRmZpKYmEhycnKJdV29evW5y6tazejo6LzRffk3Jk+ezIkTJ+jSpQt5eXnk5ubi5OTEd999x+PHjxk2bBj37t2jQYMG/PLLLxw8eJDvv/+e/Px8ZsyYgaOj499uw8/PjwoVKuDr68uOHTvo168f27Ztk07Mnzp1ilOnTr1zaUIfOlWqk6amJmPGjKFBgwYcOXKk1HzF28Y9m3wrlC09Pb3nJgvD/56TpKQkbt++zZQpU0qkC69cubLEcgYGBtJzC0W/b1TCwsKk28HBwfTq1Yvc3FwMDQ3p2rUrtra2VKlShW7dutGsWTO8vLzIy8vDzc2N4cOHM2zYMBITE1FXV5eSxH799Vfu379P3bp1MTU1RUdHhydPntC/f3+uXbvGw4cPmTZtGjNnzqRVq1YUFBRQrlw5Zs6cSY8ePbC2tsbMzAwDAwMAunbtioeHB1988QXfffcd7u7uPHjwAHV1ddavX/86Hm5BEN5BojBHEARBEARBEAThA1E8yv7y5csUFBRILbS+/PJL7O3tad68Obm5uWzbtg09PT2sra1ZunQprq6u6Ovrl4ipnz59Ops3b8bCwoIrV65w7tw57t27x8iRI3n06BGffvopq1atYtasWdy8eZOkpCS2bt0qeqC/oxQKBcuWLaOwsFA6MbNx40bKly/PwYMH8fDw4MqVK+jo6ODv709sbOxL5y8oKGDo0KEkJSVhZGTEli1bCAsLY+nSpRQWFuLh4cG8efMICwvjl19+YdOmTWRlZTF//nwcHBze9sMhCMIrcHV1xdvbm0aNGr22dSoUChQKBbNmzRLtiP6hN1lcC/ztc7Bp0ybptpWVFdWqVcPFxYW9e/cye/Zsfv31VwB69uxJp06d6NKlC8nJyVy+fJlOnTrRrl07unbtyh9//MGhQ4eoUqUKy5YtY/PmzWRlZfHo0SOOHj1KnTp1+Prrr7lx4wY///wzFSpU4PPPP6dPnz4cOHCAgwcPIpPJGDp0aIniARMTE3x8fPD29ubTTz/lwYMH3Lhxg9atW6OpqSm1NfmYxcTEEBUVxciRI587/WXvRT8/P1xcXN7Ya9DT07NU21cANzc3Ro8eTUREBBs3bgRKnoBV3X7R8irFX7+qVmnr16+XitNU61H9O2vWLGn+oKCgf7FH/82zRXQvokpxSE5OZuTIkVSpUoWxY8cC/yuaVz1n27Zto3fv3ri6ujJkyBAKCwtLJA2Zmppy4MCBUsu/y0X3qsdn/fr1lC9fHjU1NWxtbRk/fjzr1q3DwcEBd3d3lEolSqWSxYsXExwcjFKp5LPPPvvbwpyCggImTZpEXFwcDx8+pE+fPhgaGpKens7JkyeZPHkywcHB3L59mzp16pTFLgvFdO/enaysLBo1aoS5ufnbHo7wGhgZGZUorPmvfv/9d8zMzJg2bRru7u4ApKamEhgYiIaGBl27dmX//v3o6elhb2/P4MGD+euvvwgJCaGwsBA1NTXCw8O5fv066urqFBYWMnv2bKysrNDU1OTHH38kIyODefPmERQURE5ODhMmTGDKlCmMGTOG8uXLM2PGDGbMmFFiXP369aNfv37S37/99luJ6cW/gwRB+HCIHCxBEARBEARBEIQPRPEo+/DwcOzt7VEoFBgYGPDo0SPWrl3LlClTmDRpEleuXCEoKIhffvlFWv7ZmPoDBw7w1Vdf4evry61btwBYuHAhU6dO5cSJE+jp6XHq1CkAmjRpwvHjx0VRzjuusLCQffv20a1bN86cOUNQUBBGRkbMmTOHevXqERwczNixY1mzZs1L54+Ojua3336jadOmhIaG0qxZMynd4OnTpxw4cIDPPvtM2u6AAQNQKBQEBQWxePHit7LvgiC8XYWFhdJJ3md9zEU5ycnJ2NraYmVlhYeHB0qlEjc3N2xsbKTPUblczuTJk3FxceHBgwfSlddff/01UHQyx8zMDDs7Ow4fPszJkyfp0KEDdnZ2UiFDcbGxsXz22WfY2dmRkZEh3W9lZQXA559/jlwup0mTJsydO5c5c+Ygl8sxMzOjc+fO5OXlERcXR0hICN9++y337t3D2NiYmJgY+vfvT0xMDKdPn6Zt27acOnWK/Px85HI58+fPZ86cOWhra2NiYoKamhq+vr4kJyfj4eGBvb09e/bs4ezZszx+/JjQ0FDs7OxQKpVYWFiwceNGjh8/jpqaGjk5OZw4cQJDQ0Np/NWrV0dNTU1K9SgsLKR+/frExsZSUFAgJad8zGQy2QuLcuDl70U/P79/1PbjVVqD/BM//fQTNjY2eHp68u23376WdRZ/j1hYWBAQEIBcLufs2bM4OzsDSIWDAKtXr6Zjx47Y2tpy5coVaT0XLlygV69ePHr06LWM699Yu3Yt1tbW9OjRA1dXV4yNjbG0tMTOzo4HDx6UmFfV2qt37948fvwYKErDCQ8PZ8CAAchkspcu/y5LSEigW7du2NjYcOnSJVJTU0skAKmrq5OWlsalS5fo0qULDg4O3Llz54XfSyoxMTHS59FXX30lzV+3bl2Cg4Oxs7PjwoULVKlS5Y3u3z9pU6z6DP+YHDt2jPDw8BKFd4JQnKpAF/6XHtaqVSup9V1sbCxOTk7Y2tqSkpJCWloaw4YNw9nZGW9vb5RKJZMnT2bYsGF4enry5MmTEutXJYoZGRmRmZlJQkKCVAgsk8nKajcFQXhPiMQcQRAEQRAEQRDohUFQAAAgAElEQVSED0TxKPtx48aVmFa+fHkGDhxIRkYGcrkcf39/tLW1efjwIXK5HH19fe7cuUPHjh25cuUKISEhZGdnEx0dzRdffEFBQQGFhYVcunSJKVOmoKamRlZWFmZmZsD/DnIJ7zbVgcPatWtLRVS1a9emfPnybNu2jWPHjpGfny9dcfqi+e/fv8/169dp06YNAO3atSMqKooaNWpI9xV37Ngxli9fTmFhIampqW98PwXhY1c8Qc3Z2Rl/f38qV65MQkIC+/btkxJJYmJiqFSpElu3bsXf3x9jY2OaNGlCx44dSU9Pl+L3AZYuXcqFCxeQy+XMmTOHW7du4erqKrUN8fLy4ujRoyxYsIDHjx/z9ddf4+LiUipVzcvLi1u3bmFsbEzdunWBopOJYWFhyOVyzM3NCQwMZPTo0YwcOZL9+/cze/Zs2rZty59//vlar6J+F1StWpWAgAA0NTVxdnZmyZIlVK9eHV9f3xIFDn369MHc3JwffviBAQMGMHToUNzc3IiIiGDPnj3s3LkTExMTCgsLmT59OosWLUIulz/3pHNOTg4BAQHs2LGD48ePl5q+d+9eKRnC3d2dGjVqMGPGDFxcXBg5ciSamprcuHEDHR0dvL29GT16NI0bN8bIyIhdu3ahoaGBpaUlISEh3L9/H1tbW+lvKCpG8vHx4dGjR4wbN47ly5czYsQIGjRoQEhISInvF1NTUw4fPoyRkRGXLl2iTp06NGrUiIyMDHJzc6lUqZI07uelekycOJHBgwdTo0YNatSo8Z+fr/fByxLyJk6cSFBQED4+PrRq1YpWrVoRGxvLpk2bkMlk0ntxwYIFHD16lJycHNasWUNeXh4xMTF07twZNzc3NmzYQGBgIJqamsjlchQKBa6urlSsWJGrV69y7NixUkl8xYuoXsX48eMZP378a32MVMXscrmchIQEpk+fjr+/P4mJiaXmTU1NZdeuXYSHh6OhoSG9Ly9evMiKFSvw9/dHT0/vtY6vuP79+3P37l20tbXZvXs3R44cIS0tja+++oqYmBiuX79OaGioNP+AAQNKLO/n5yfdLt7aq7jiy8+bN++FyxdPKnrXrF69Gi8vL+RyOVZWVhQWFmJqasrp06dp3rw5SqWSqlWr0qJFC44dO4aGhgZ5eXl/mwbUrFkzTp8+jaOjI3Xr1sXIyAgACwsLUlNTUVNTo2LFinTs2PGN7p+qMKdy5coEBgby4MGDf1TUKpfLpfdqWVAlPf3T8QnCm6Yq0O3WrRvR0dF07NixRPJb69at2b17N7q6uuTl5aGurs6gQYNwcXHB3d2ds2fPYmdnR/fu3Zk/fz4HDx4ssf7inyGqguC4uDi6devG+fPnad++fZntqyAI7z6RmCMIgiAIgiAIgvCBUEXZL1q0CC8vLymWHooOGB04cIBu3bqxa9cuBg4cyJkzZ9DW1pZSdVavXs2JEyeQyWR06tQJHR0dKlSowO7du8nJyeH8+fOYmpqydOlSFAoFkZGR9OrVC+CNttYQXp/iBw6L3/7kk09wcXFBoVAQFhbG/PnzXzp/YWEhDRo0ICoqCoDIyEgaNmwIPP+1sGDBAo4cOcK+ffvEa0UQykDxBDVbW1vu37/Pzp07mTBhQqlEkoEDB7JmzRosLCwIDw/n5MmTtG/fnj///JOYmBjpKmNLS0tCQ0M5d+4cSUlJLFq0iNmzZxMeHk5wcDDJyclYW1sTEhLC6dOnWbdunTQeVapaQkICGhoaBAYGSp8Zz+rfvz9hYWHS1e+LFi0iNDSUmTNncvfu3Tf/4JWx9PR0+vXrJ6XWPXnypETCg4qqAPbZosj4+Hi8vb3x8fHB1dWV+Ph4PDw82LlzJ0OHDuXs2bOltql6TmUyGYGBgaWmFxYWMmrUKObPny8VsyxdupTWrVtjY2PD48ePGTlyJDY2NuzevZvk5GSg5BXo6urqVKxYkbp165ZK0yv+e2XmzJkv/X65cuUKhoaGVK1aFU1NTTIzM6lfvz7x8fFS8ZlCoUBdXZ2vv/6aLl26AEXFBCYmJjRs2JCIiAj2799PUFAQJiYmr/gMvZ9elninkpKSwrp161i1alWptIlvvvmGkJAQtm7dyuLFizEzM0MmkxEUFMTQoUNLzJuTk0NwcDBQ9Dlx/PhxDh48SL169di4cSPZ2dmsWbPmnUrzKP4euXfvnnT/s69FKEpiadOmTYnXNhR9No0fP75Ecdib4OfnR0hICP3792fHjh04OTlx6NAhAHbs2MGgQYPe6PbfF927d2fs2LH079+fcuXKATBq1CiOHDmCjY0Nbm5uqKurM2HCBDp37oytre1LW58B5ObmYmhoSFhYGEePHmX9+vVSitLw4cPZt28fAFu3bi11UcTr8LxkJ09PTx4/fszdu3exsbHBwcGBhw8fAvDo0SMGDRpE27Ztn/vZX5ZEUY7wrpDJZKxcuZKuXbuSmZlZavrs2bOlxJyBAwfy6NEjOnfujKWlJbdv36ZFixb07t2bTp06SZ8nL9O7d2/Cw8Pp2rUrKSkpaGlpvaldEwThPSQScwRBEARBEARBED4Qa9euZe/evWRlZeHl5cXGjRvp168fLi4uVKhQASiKWG7evDlbtmwhKytLunoyJycHIyMjqf2Duro6PXv2ZPPmzQwfPhwDAwMyMzP57rvvcHd358GDB6irq7N+/fq3tr/C61OhQgUSExOxs7MDwNPT829PNPXp0wdnZ2esra2pVasWXl5ehIeHP3deVdsVMzMzDAwMXvv4BUEo6dkEtaZNm6Kuro6RkRHx8fGlijtCQkKYOHEi06dP58GDB0yYMIE//vgDpVIpnVBQFXO0aNGChISEEuto3bo1CQkJKJVKZs+eTV5eHhcvXpTGoyoqebadgKodYnHNmzdHS0tLOvmtoaGBrq4uurq6VK1a9Q09Ym/Ptm3b6N27N66urgwZMoRWrVpx+vRpevTogVKplB4H1b+qopVmzZoRGRmJm5sbxsbG+Pr6cvLkSZYuXcrSpUtZtWoVycnJjBw5kiNHjpTYZmxsrPRv586dSzxXUJSYYWdnR4cOHQAICQkhJiaGzZs3A0UpaE2aNGHbtm1MmzZNKmAoXkikVCp5/Pgx9+/fL1H4ACV/rwwYMKBUgoeZmRmbNm2iU6dO6OnpsXfvXtTV1Rk9ejSZmZksX76c6OhoLCwsWLBgAfD+pHqUlRcl3rVq1YoTJ04A0KhRI8qXLy+13yhuy5YtbN26FXV19VKJIomJiWRmZpKSksKmTZvIzs6WCnNU7/VLly6xfft29u3bx40bN965ZEVVcVhycjJDhgyhZs2aAOjr65OSkgIgvS4bNGhAdHS09H5UJeasWLGC+fPnU7duXRo1avRGxllQUMCkSZOIi4uTUqx0dHSoXr06t27dIiIiQiqm/liZmJjg7+8PgKOjY6npqlarKt26daNbt25/u96kpCTmzp3LypUrX89A/4XnJTu5ubkRGBjI7du3OXXqFKampgwcOJDU1FTi4+P55JNPyM7OZuzYsURERAAwZcoUwsLCGDFiBO7u7mUy9uJJeO3atSvz7QuCira2tpQYrOLq6irdNjMzIygoqMQyxVPEoOh3T3GqAj0oSqV6dp179+5FU1OTMWPG0KBBg78d45tKmoqJiSEqKuqlLSwFQShbojBHEARBEARBEAThA+Hp6Vniyk9VlL1CoWDYsGHS/U5OTjRt2hQfHx/Onz8PwK+//krHjh3JyclBoVCgVCoxMTFh+vTpDBo0iE8//ZTCwkKqVavGb7/9VmK7xQ9MlSXVASwfH59/tfysWbOwsrKSrq7/0Mnl8uceOFQ9f/b29s9d5kXzQ9GV2i/aBiC1nJkxYwYzZswoMW/xk6iC8LFKTEzE29u7xMmC54mJiUGpVD63VRyU/jwsftJ55MiRVKlSRZr3/v37+Pn5UalSJU6dOoWjoyMFBQUcPXqUO3fucPHiRX788UdmzJjBnTt3pOViY2Np2rQpFy5c4KuvvpIKRKytrYmOjmbcuHGMHj0aX19fjIyMaNy4sbSsqmCjfv36UlFA8eSO4p4tAlAqlTx58oTMzEzS0tJe+ji9j+zs7HBxceH3338HoFKlSty5cwdra2sqVqzI4cOHS8zv7u7O4MGDWb9+PS1btqRjx454eXlx+vRpsrKyWLJkSalC3WdpaWnh6OhITk4OS5YseW5hTocOHfj1119xdXVly5YtPHr0CLlcjkwmY+LEicybN4/IyEj09fVLPNcqXl5eWFtb06ZNG6noQeXZ3ysqxb9DnncyfPbs2dLtFxWCCkVelnj3d/cDrFq1iujoaK5fv86oUaOAotdNQUEBiYmJZGdnU1hYyJdffsmiRYvYsmULT58+5erVq2hqapKXl4ezszNffPEF3t7ezJ8/H1tb2ze1u6/sRcXs69ato169enTp0oVGjRpRs2ZNqlWrRt++fbGwsEBHR4c1a9YAYGBgwObNm3F2dmbr1q2lXuevQ0xMDDVq1CA0NJT169eTlJQEwODBg/n2228xMzP721ZMwr9jZGRUpq0Tn9dy6kVtipVKJYmJiVhbW5OUlIStrS2//fYburq6rFixgoKCAlq0aCHN36dPHxYtWkSnTp1wdXWVEoXKytvevvDxebala3JyMv369XtpS1d9fX3mzJlDcHAw6urqbNy4kfz8fFxcXNDW1sbe3p7vvvvuH22/e/fuZGVl0ahRI6lF9D/xOotylEolMpkMmUz22tYpCMJ/JwpzBEEQBEEQBEEQPmJ169alb9++zJs3j6lTp2JjY4Ouri4zZ87k2rVr/Pbbb6xatUpqqyEIgiCUvZiYGPLz819YmPOsv0skqVq1Kmpqahw7doyMjAy2bduGgYEBERERPHjwAG1tbTQ1NUskZ4WEhLBq1SpsbGyoU6cOXl5eDBs2jKdPn9KzZ0+MjIzo06cPvXr1QiaTYWhoWGpcHTp0YPXq1XTu3BljY2Pq1av3t/syefJkrK2tkclkUlulD0nr1q1LPT+q9DKV4gkwBgYGpYp1Fi1aVOJvuVz+whYtzxZQAlJhmOokdHZ2donpxYszVc6dO1fqvuIFZk5OTjg5OT13DMK7KSUlhdu3bwNFCQLW1tZYW1tL07t3707v3r3Jysri/v37NG3alNq1a2NsbMz9+/fR19cnIyODZcuWsX37dulz6Pr161hbW0utoN4FLypmB9i4cWOp+T08PPDw8JD+Ll6k/GzSwuvUrFkzTp8+jaOjI3Xr1sXIyAiAzp07M2zYMLy9vd/Ytt+WzMxMgoOD+fzzz4Gi52PEiBEAjBs37qNqkfSiZKe7d++iVCoJDQ3F1NSUatWqoa2tjZqaGhUrVuTBgwcliu1at26NhoYGxsbGpKamUqdOnTLdj7e9feHj82za1E8//URgYCC//vore/bswcLCQmrp6u/vz5o1a+jWrRtJSUkoFAouXbrEggULaN++Pe7u7ri6upYqYH2ZZxN2/qniSVPm5uYEBgYyevRoRo4cyf79+5k9ezZt27blzz//JCwsTGpfmpubi729Pd7e3ri6ulKxYkWuXr3Kd999JxXu+/r6Sm0rly9f/o//TyEIwuul9iofJm9au3btCiMjI9/2MARBEARBEARBEIT3gCohQk9Pj/3796OtrY2fnx/16tVj9erVbNq0SbqyOSEhgQULFvD48WO+/vprXFxcPrrEHEEQ3g3Fr+J1dHRk9erVXL16lWHDhvHll1+ir6/PN998Q25uLk5OTnz33Xe0atWKBw8eYGlpib+/Px4eHly5cgUdHR38/f2JjY1lyZIl5Ofnk5uby+7du6lcubJ0NXB+fj5Pnz5FqVRy6dIlCgoKaN68ORkZGcybN48xY8ZQs2ZNWrVqxfnz56lYsSJ//fUX6urq1KhRg4ULF+Lo6MiaNWvw8/PDxsaGiIiIMmkZlJ+fj6amJklJSbi7u3Po0KE3vk1BEF5M9fvLzc0Nb29v3Nzc6Nu3L5GRkYwfP56wsDCqVq2Kuro6hw4dYuDAgXzzzTesWrWqTBNIPmQFBQU4OjoSEBDwtofy2j2bJKc6Uf2hUSqVuLu7c+3aNSpUqEB2dnapE/EeHh74+/tTUFDA+PHjOXv2LBEREdSvX5/z58/zySefkJGRwahRo5gzZw66urr06NGD+Ph48vPziY2NRS6Xs2DBAszMzOjUqRMKheKNJtaoPh8UCoVUYFCW2xcEgOTkZHx8fHj06BHjxo1j+fLlbN26FYVCQUhICKampqSnp/PVV19x+fJllixZgr29PdOnT6dWrVoA1KpVi7Vr1zJr1izu3r2Ls7Mzn3322RsZ7/PeNz/++CNNmzbF3t6e0NBQLC0tOX78OJmZmcjlcq5du8aAAQNYvHgxdevWZdCgQfzwww94e3vTtWtXBg0aJK3X09OTESNGsG/fPu7fv8+IESOkpEZBEP47NTW1qMLCwnb/ZF71v59FEARBEARBEARBeJMSExMJDg5+6XRnZ+cyHNH7IyUlheDgYMLDw5kzZw4LFiwgNTWVXbt2ER4ezokTJ2jcuDHW1taEhIRw+vRp1q1b97aHLQjCR0x1FW9wcDDm5uYolUpcXV1xd3fHxsYGU1NTFAoFp0+fJiAggOzsbNq3b4+NjQ1bt27l4MGD1KtXj+DgYMaOHSu1VcnJyeHIkSN8+eWXrFu3jrNnz0pXA1erVo02bdrw2WefsWbNGvr06UNWVhYGBgbs2rWLcuXKMXHiRDp06EBycjIhISHo6uqira3NoUOHWLt2Lfn5+fj5+REeHi4lGZSF3bt3Y2NjQ69evZg2bVqZbVcQPgYnT56kQ4cO2NnZsXHjRpydnbl165aUrFS9enX++OMP4uPjcXBwwMbGhi1btpRYh5aWFjo6Opw7dw6ZTEaLFi3o27cvjRs3JjIykr/++otevXq9pT388GRkZNClSxdGjhz5tofyyhQKBT179uSzzz7Dzs6OvXv3Sqk/fn5++Pn5sW7dOgICApDL5SxatIi4uDjkcjlxcXFYWVkBRSle33zzDVZWVlKLu4iICNq0acOgQYPeiySIffv2Ub16dUJCQqSC0/79+xMWFialWpw/f56//vqLO3fuEBwczLFjxzAxMZHaGOrr69OkSROpXWzr1q3ZsWMHUVFR6OnpSdvatWsXFhYWuLi4vJWimLe9feHjo0qbWrRoETNnzizVulHVjhUgMjKShg0bYmpqioODAwqFAoVCwebNm9HS0mLp0qX88ssvpdoyv2nNmzdHW1tbageroaGBrq4uRkZGVK1aFYArV64wdOhQ5HI5ly5dktodtm3btsS6bty4QWxsLLa2tnz++edkZmaW6b4IgvA/opWVIAiCIAiCIAjCW6YqzHm2dYXw9xITE2ndujUA7dq1Y/bs2SQkJNCmTRupZYK6ujpRUVHMnj2bvLw8Ll68+DaHLAjCR659+/YMGDAANTU13NzcSE1NRUNDg3Xr1qGmpkZaWhqjRo0iPz+fwsJCUlNTUSgUZGVlMWTIEFq2bMmSJUv4/vvvUVNTY8iQIQDSZ6FMJiMgIAATExPp5OS3337L6NGjady4MZs3byY5ORkdHR00NTVp1KgRjRo1kg78A1SsWJFatWqhVCoxMjIiMzOTtLQ06tWrh4aGBjKZrMwer4EDBzJw4MAy254gfEyebfcRHBxMvXr1UCgUREdHM2fOHCwtLRk0aBAbNmygbt26dOnSBR0dHWkdzZs359GjR6xatYr79+9z8+ZNateujbm5ORs3bqRcuXLo6uq+xb38sFSuXJkTJ0687WH8azk5OQQEBLBjxw6uXr1aarq7uzu3bt2SEnMOHDjw3HQ2uVzO8uXL6dChAzNnzmTu3Lns378fQ0NDjI2N3/Ru/GdXr16VWgWrvn+bN2+OlpaW9LeamprUUlL1/xoDAwNWr15NhQoVpIQMTc2i03zFk4VUt8si2a6457VL/P7776Uxfsj+SdqTXC4nMDAQTU1N/Pz8cHFxQV1dnYULFzJ06FCpXd2H7Nm0KGtra44ePUpOTg5r1qyhdevWyOVy2rVrR1hYGCNGjMDd3f2VtvF3LV3NzMzYtGkTnTp1Qk9Pj23btuHp6UnlypWRy+WoqakxaNAg9PX1+fnnn3ny5EmZXyhVvJgIih63J0+eSL/JAUxNTVm2bBm1atWioKAANTU1Vq9eXeI3PUD9+vVp3749u3fvBiAvL69sdkIQhFI+/G9DQRAEQRAEQRCEMqZQKFi2bBmFhYWkp6czZswYNm7cSPny5fn9999xcXEhKSkJIyMjtmzZwrp16wgPD+fUqVMEBQUxZ84cgoODUVdXZ+PGjW97d95pJiYmxMbGAv+72q1BgwZER0ejVCpRV1dHqVTy/fff4+vri5GREY0bN37LoxYE4WN28uRJduzYQZMmTRg8eDDVq1cnOjoaW1tbbGxsGDNmDHv27MHW1hZ9fX2ys7Pp3LkzT548YcuWLUybNg0zMzMOHz7MkSNHpCt+VZ+FsbGx0mfh8ePHAYiPj8fFxQU9PT3+/PNPevfuTXBwMAYGBtSuXVtah8rjx4/Jy8sjIyMDKLq6uGrVqty+fRulUsn58+fL8BH7cMTExBAVFcXIkSM/2PYswvvFw8MDHx8fNmzYwLhx46T7MzIymDhxIrt27UJdXV26Kh8gPT2d9PR07t27h5aWFvr6+rRo0YKgoCCg6MTz1q1bAdizZw/Lli0DEK93AShZRLpmzRosLS2Bou+ZZ09Ev0zz5s0BpCKxhw8fUqdOHYD34re+qakpp0+fpkePHiiVSuD5J+IfPnwIFLUvU4mNjcXMzIybN29SvXr1shu08EKq5/BV+Pn54ezsjLq6OlOmTHnhep8tsnjfqdKifH19USqV5OTkMHXqVOLj45k5c6b0/dGnTx8WLVpEp06dcHV1faW0JU9PTzw9PUvdX7xwbOXKlaWme3h40KhRoxL3DRgw4BX27s2ZPHky1tbWyGQyatSoAcC8efMYMWIEubm5aGlpsWfPnucuW61aNbp37461tTUaGhrY2dkxffr0shy+IAj/TxTmCIIgCIIgCIIgvAGFhYXs27eP+fPnc+bMGYKCgnB3d2fp0qU0bdqUX3/9FR8fH/bs2YO7uzsNGjTAx8eHuLg4kpKSUCgUXLp0iQULFjB16tS3vTvvrJo1a9KwYUMsLCwoV66c9Bj27dsXCwsLdHR0pLYtvXr1QiaTYWho+LaHLQjCR6xChQoMHjyYnJwcBg8eTEREBLa2tuTn57N9+3ZkMhlOTk6UL1+e7Oxs0tLSaNiwIevXr2fcuHHUqVOHM2fOYGhoSGFhIba2tlhZWaGlpYWjoyM5OTns2bOHKlWqSFcDp6WlYWhoSEJCAunp6dy8eZNmzZpx584dGjduTHZ2NmfOnKFJkybUrl0ba2trkpKSSpyc0NTUZNiwYVhYWGBubo6WltZbfBTfTzKZrEzThgTh76jafSQnJzNy5EiqVKmCUqmkV69emJqaUrlyZeD5V+UXP1lcvOimeEJHlSpV+Oyzz8psf4R3X/EiUgcHB+Lj4wGIi4ujZcuWaGlplShCeVGxzrP3V6pUieTkZAwMDKR1vsucnJw4cOAA1tbWVKxY8bnzzJgxAwcHBwoLC5kzZ450/65du/D09GT48OHvfGuosk7sKUvLli1j4cKFKJVKsrOzCQkJISsrC1dXV/T19Tl//jw1a9akevXqzJ49mw0bNhATE0OzZs3Q0tLixo0bdO7cmZ49e7J06VLq1KmDo6Mjf/75J2FhYRgaGlK3bl2pyPpD8Wxa1JYtW9i6dSvq6uol3tetW7dGQ0MDY2NjUlNTpcK7f+LkyZOMHz8eXV1dnJ2diYmJISYmhkqVKrF161b09fXx9vbmxIkTaGtrs3fvXmnZEydO4Ovry8aNG+nbty+PHz+mWrVq7Ny587Xsf2ZmJsHBwSXawj6bNFX8faNQKJg1axbm5uZERkaSlJSEu7s7np6eLFmyhCNHjpRYv5+f33PXO3z4cIYPH/5a9kEQhH9PFOYIgiAIgiAIgiC8AaqrOGvXrk21atWk2/n5+VJrkXbt2hEVFSVd8QRw6dIlFAqFdAClVq1aZTvw90jxA02q4iWFQkFwcDA+Pj54eHhI85qamjJixIgSy8+aNaushioIgiCZPHkyM2fOlE6E9+3bl3r16lGtWjUGDhzIuHHjOHDgAHK5HCsrK+rUqYORkRETJ07kyy+/ZN++fUydOpVvv/0WKIqj19LSKtU6Ap5/NfDzFE/KmDhxYqnpqhMEbm5ujB49moiICJHo9gIvS82bOHEiQUFB+Pj4SPNHRETg5eVFXl4ebm5uDB8+nGHDhpGYmIi6ujpBQUEf3NXywrvjee0+wsPDuXDhArdu3UIul7Ns2bLnXpVfoUKFl742u3fvTufOnd/5wgGhbD1bROrs7Ey3bt2oUqUKUFR0n5GRQb9+/Vi3bh1169alb9++eHl5kZ6e/sL1Tp8+nZ49e9KoUSPq1q1bVrvzr6mrq7Nhw4bnTlN953bt2pWuXbuWmv6xtIZ6H+Tn55OWlsYnn3xSooBmwYIFHDx4kLlz5xIdHY2Pjw8tWrRAJpPh4+ODubk5lStX5siRIwwfPhxLS0sWLFhA//79GTBgABUrVsTe3l5qV/oheTYtatWqVURHR3P9+nVGjRolzfdfkqGKt2k8e/Ys4eHhhIaG4u/vz5o1a3BwcODGjRuEh4dTWFgoLRcSEkJQUBCbNm3i5s2bVK1alYMHD5aY57/KzMxk7969JQpz/onQ0FDmz5/P48ePWbFihVTcJAjC+0V8ewuCIAiCIAiCILwBxa/2Kn67cePGREVF0b17dyIjI2nUqFGJK0NNTU1xcHDgp59+AopOuCYlJZXt4N9jxduCNWvWrMSVcf7+/hgbG9OkSRM6duxIeno6M2fOpEePHqxatQp9fX2ioqKwt7dn5syZb3tXBEH4QD3vRPicOaTboPYAACAASURBVHPw8PBg+/btdO/enbFjx9K0aVPphHbHjh1xdXXlwoULrFixgq+//ho7OzugKK7fycmpTMb+008/8fvvv/P06VM2bdpUJtt8H70oNS86OrrUvDNmzGD//v3o6elhb2/P4MGD+euvvwgJCXnl1i6C8Kpe1O7jt99+IzAwkKtXr/LNN9+gra3N7t27qVSpEq1atWL06NE0b94cW1tbxowZg6mpKVeuXOHcuXPcu3ePkSNH8uTJExISEt7CXgnvMlVhgsqzaQ8Ax44dk25v27YNgMTERNq2bQuUTIRQFbG0bduWqKgoHj9+jIODwxsYuSCUpkoW1NXVJTAwUEo/+v7770lNTWXFihV8+umn6Orq0qJFC44cOUJYWBhWVlZoa2uTmprKlStXSElJYciQIdy6dYu6dety6dIl2rdv/zZ37R9RKBQEBgaWeE//3TzPpkWZmZlhbW2NtbV1ieVUyVCmpqavXOBZvE1j48aNS1wYFRISgomJiVTYUvx31uzZswkKCkJLS4tGjRrRokULhgwZQtu2bZkwYcIrjaG44gk+ly9fpqCgALlczq5du9i4cSP79+9HW1sbPz8/6tWrx+rVq9m0aZOU/gtga2vLoEGDmDZtGi1atEAul0uP619//UViYiImJib4+vpy/fp1Bg8eTM2aNcnKymLDhg1ER0ezYMECKlasyMSJE+nWrdu/3h9BEP49UZgjCIIgCIIgCIJQhgwNDbl48SLW1tbUqlULLy8vnjx5wtSpUxkwYAA7duygZs2ayOVy1NTUGDRokDi4/ApUbcF69erFmjVrSl0Zt3PnTtLS0mjfvj1//vknMTExUn91uVzO8uXL6dChgyjMEQThjXnRifBVq1ZJtx0dHUtN/+OPP6TbquLNsjZ+/HjGjx//Vrb9PnlRal6rVq04ceJEiXljY2Olwqq0tDTS0tIYNmwYzs7OGBsbM3fuXJGYI7w1fn5+VKhQAV9fX3bs2MGoUaP466+/OHnyJLq6uvTo0YP9+/djaGiIsbExAAsXLmTq1KmYm5vj5eXFqVOnMDc3f8t7Irxrip+sVygULFmyhPz8fHJzcxk7diznzp3Dx8dHKsK5evUqAQEByOVyduzYwYABA7h79y516tQhICCA8PBwZsyYwaNHj5gxY8bb3bk36ENuDfU+Sk1NBYpSUPr168exY8fQ0dFBoVBQo0YNvv76aw4fPkxeXh7jx4/nwIED7N27FxcXF54+fUqVKlUwNTWlSZMmzJ8/n/3795OVlfWW9+rNellaVHGqZCgrK6tX3sazbRpVKcSRkZE0bNgQU1NTDhw4wNixYwGkRBw/Pz/GjBnD9u3b0dPTY/z48airq+Pg4MCQIUNKJB2/iuIJPgkJCUyfPh1/f39SUlIIDg4mPDycsLAwFixYwOzZs9m1axfh4eFoaGigVCoBuHjxIitWrMDf3x89Pb0S62/WrBm+vr44ODiQmZnJ4sWLWb58Oe3bt5daqO7Zs4edO3diYmLyWhOABEF4NaIwRxAEQRAEQRAE4TUr3mLJ1dVVul/VOsne3r7E/Pr6+oSGhkp/T5s2jWnTppWYx9/f/42M9UN1/fr1UlfGTZw4kenTp/PgwQMmTJjAH3/8gVKpREtLC/jfiVQdHZ23Nm5BEATh/fei1LznnQhp3bo1u3fvRldXl7y8PNTV1Rk0aBAuLi64u7tz9uxZOnToUCbjFl6PwsJCevToQVxcHNOmTePLL79820P6VwoKCpg0aRJxcXE8fPiQPn36AEXpjrq6ugA8fPiQOnXqAEWpkFDUlnXKlCmoqamRlZWFmZnZ29kB4Z1T/P9Iz8rJySEgIIAdO3Zw9erVUtPd3d25desW/v7+BAYGIpfLS5xgtrGxISQk5E0OXxBK0dDQwNHRkYKCAnbs2EFubi7GxsZUrFiRe/fuMX/+fFJSUpg7dy42NjbExsZSu3Zt+vTpg729Pf3796d79+4sXLiQoUOHoquri66uLhEREWRlZbF79+63vYt/Ky4ujp49e5KRkcHRo0eZPHkyV65cQUdHp9QxDJlMhkwmIyoqijlz5uDr60tKSgr79u2jTp06+Pr6smnTJs6fP8+5c+eIiYkhLi4OuVzOTz/9RIsWLf7RmIqnU3p5eREaGkqnTp3Q09Nj27ZtGBgYYGxsjKWlJdra2uzduxeAevXqsWLFCpydnfn+++/56quvyM/Pp0GDBq/cTqu44gk+xdvHJiYm0rJlS6DomMXs2bNJSEigTZs2aGhoAEjF2YsWLWLr1q1UqlSp1PqLF4Q/ePCAhIQEWrZsiYaGhjTN29sbHx8f8vPzmTZtmvSdLQhC2RKFOYIgCIIgCIIgCP/H3r0H5Hj/jx9/1t1BWikq0VBhjTnkUEhyF6lEGmHkULE2jc3m0FrJYQ6zOR9zXJbTnJZyKIfcfB3nmExDKoeKJEko1X3//vC7r08pxuY0ez/+Udf9vq/rfd26r/u63+/X+/US3hnqsmDW1tbs2rUL+N/KOJlMhqamJnl5ecjlcsLDw6VSMIAoFyL8JzyZTj49PZ2wsDAR/CcIb8jEiRPx8vJCqVRSvXp1VqxYgZeXF6WlpRgaGj73JJTwdlCpVHTu3JmjR4/i4+MjTay9LEql8rVlUDpz5gw1a9bkwIEDLFu2TCqtWvb4hoaGZGZmYmRkREpKCvA4cGfAgAFS2aGSkpLX0l/h30c9oZ+WloajoyPOzs7cvXuXmzdv4u/vj0KhYO7cuahUKubPn0/Dhg159OgRc+fO5fz585SUlODm5oa/v/+bPhXhP8jW1pa+ffs+s4xTWcOGDXvqY+rMLf9WsbGxTJkyhYSEBKkU086dO4mIiCiXMS0rK4ujR49y6tQphg8fzokTJ1i/fj0bNmxg0KBBxMTEcODAAe7cuUNAQADR0dH88ssvL5wp6snslH379q3QZsqUKeV+L1siLy4uDiifrfKfKJvBx9fXF3NzcwAsLS1JTEwE/jdmYW1tzenTp6XPe3XGnHnz5jF16lTq1KkjlVBTezII3MrKiqSkJFq3bs0ff/wBQL169Vi+fDmHDx9m1qxZLF68+KWcmyAIL0YE5giCIAiCIAiCIAjvjCZNmhASEkJqaiomJiblVsbB48wEeXl56OrqoqWlJdWWFwTh73mdk8SC8DZRT+CUzYwHf501r3PnzgAcPHgQAHt7e0aMGIGTkxPVq1cHKJdFT/h3ycrK4vLly8hkMqKioujQoQMAX375JWfOnMHQ0JA1a9awevVq6tWrxwcffEDbtm25ffs248ePp1u3blSvXp2goCCKiopwdXUlLCwMPz8/9PX1uXTpkhR4/Kp99NFHHD16FHd3d+rUqYOFhUWFNuPGjaN79+40aNCAOnXqAPDdd98RGBjI3bt30dTUZNmyZVhZWb2WPgtvtyeDg+HxhP6QIUM4duwYx48fZ8uWLUydOpULFy7QuXNn8vPzGTduHMnJyRw5coSRI0cik8m4fPkygYGB0gS6IAhvhjoji4WFBWfOnGHLli3Ex8dTUlJSoYxhgwYNqFKlCrVr16ZRo0ZoampSu3ZtkpOTSU1NJTExEWdn5zdxGq/Ukxl8Vq5ciY+PD0uXLsXZ2RkHBwd0dHRYtWoVpqam9OrVCwcHB/T09IiIiADAyMiIX375hQEDBrBmzZpnHm/06NH4+vpiZmaGsbEx2traTJgwgaNHj1JQUMDMmTNfx2kLglAJEZgjCIIgCIIgCIIgvDOeLAv2pIkTJ0o/Hzp0SPq57Aq5F12RJwhlyeXyt/5vKDExEQ8PD4qKipgxYwY3b97E29uba9eucfHiRWrVqoWxsTHVq1enuLiYkydPIpPJ6NOnD/fv3+fMmTNkZGTQtm1bPDw8WLBgARkZGdSsWZP58+ezfv16jIyMOH78OF27diUrK4sjR47wxRdfEBAQ8KZPXxDeKkqlkujoaJo0aSIF5gj/XmPHjqWgoICCggIGDx4MPF6pv3//flq3bo2XlxeDBw/G2dmZ2NhY1qxZg4ODA0FBQaxdu5Z+/frh6OiIpaUl3bp1448//qB3794kJSWho6NDREQEbdq0QV9fnwEDBryya+qzSg6pg8oAWrVqxcmTJ7l//z5dunQBwNTUlN9+++2V9Et4t6gn9E1NTVGpVFhYWFBUVISBgQG6urp8++23VK1aFXiciWnHjh3ExMTQrl07HB0dycjIoHHjxkD5DICOjo7l/k5fp7y8PBISEujZs+c/3ldlgUxqEyZMwNHRUQr2FF6/Z10n/0vKZmsxMjJi0KBBjBo1CoDi4uJy37mfVerTysoKOzs7qXxXcXFxhXZlyeVy6f3xtr8XnpXBJyQkhJCQkHLtg4KCCAoKkn5XB3cD7N27F/jfmEXZx9RjGiUlJRw9epTS0lLat29PzZo1mT59+ks6G0EQ/gmxpEkQBEEQBEEQBEEQBKES6tThT/v9Ze33dSssLGTnzp189tlnUuYFpVKJTCZj7NixtG/fHlNTU6pVq4auri63bt3i1q1b5OXlcfHiRebOnUvr1q3Ztm0bcXFxVKtWjZs3b2JkZMSPP/4IQMeOHTl06BC//PILQ4YM4fDhw6xYseJNnrYg/GOPHj2iR48euLu7Ex8fD8CkSZOQy+W4uLiQnp5OSkoKDg4OODs7M3XqVACWL19Ohw4d6NChA6dOnQKgefPmDBgwgMmTJxMXF4evry8//fTTGzs34eVQTxC2adMGgLS0NLKzsxk3bhyffPIJFy5cQENDg8zMTI4cOUL16tXp1asXhw4dQktLiwkTJlC9enWqVKnCvHnzSExM5MGDB5iZmbFp0yZ27NjB9OnTSUhIeCvK9xw6dIiOHTvSoUMHxowZ86a7I/wLqMtXDR8+nPz8fJydnVm9ejU5OTlMnz6d6OhoVCoVMpmMgoICPDw86N+/P/Pnzwcel2NRqVRERkby8OFDrly5Il1r3wZ5eXls2bLlTXfjradQKAgLC2PEiBFvuivCS2RoaEh6ejouLi64uLiwc+fO536uqakpnp6eODk54ezszA8//ABAnTp16NWrF3/++ec/6tub/v71vJ68hvyd90hqaipOTk7Y29szaNAgtLREjg5BeFtoqFSqN90HSevWrVUnTpx4090QBEEQBEEQBEH4S89awaiWnp5OamoqLi4uT31cvbJTEIS3w5w5c/jhhx9QKpWYm5ujpaXF5cuXadq0KQEBAcTHxxMfH49SqSQ8PJzRo0fzwQcfUFBQAICBgQEKhQJvb2/09PS4d+8epaWlnDlzBj8/P9577z0uXrxIfHw8QUFBXLhwAT09PVavXo2xsfErPz+FQsGOHTv48ccfuXDhAl988QUaGho0btyYzMxMPD09KS4u5pdffqFTp05cunSJAwcOoKurS0lJCf379+f48eM8ePCA//u//6Ndu3akp6fTqFEjzp8/j5GREe3atSMsLIyGDRsil8vZvXs32trab3QFu/DfdubMGU6ePMmQIUP+9j4cHR358ssvuXTpEqGhoQQGBtK0aVPOnTvHkiVLSE5OZs6cOdjZ2aGlpYWfnx8qlYrbt28TEBDA1q1buXPnDgEBAURHR1OjRg2uXr2Kvr4+fn5+hIWF0aBBg5d41kJZCoUChUJRbmX5y1ZUVISnpydJSUmUlpZiY2NDeno6mpqayGQytm/fzpAhQ8jOzubhw4cUFxdTq1Yt7t69y82bNzEzM6NGjRpcu3aN0tJS6ZpbVFTEvn37cHZ2Jjk5GZVKxYcffsiIESOwt7d/ZecjCC+bQqFg9uzZbN26laFDh3L37l3WrVtHWFgYq1atwsDAADMzMy5fvsy6detYvXo1d+/epXHjxixduhRTU1NycnLQ0dHh/v37WFtb07RpU9q3b4+zs3OFjDnfffcd+/fvR0dHhzVr1lC7du1Xcl6HDx/m66+/Rl9fnz///JPS0lIaNWrExo0bWblyJTExMejq6hIZGUndunWxtbXF1taWkydPMmnSJJYvX86NGzfYunUr77//Pn369OHmzZs8ePCAGjVqoKGhQWpqKgYGBty4cQNzc3Py8/Np27YtqamppKam4uDgQFpamrSPSZMmkZCQgKamJitXrsTS0vK5/n+e5/vty8hM9DzHEv67lEolgYGBXLp0iapVqzJq1CjCwsKAxwGwnTt3rpAxp3Hjxvj6+lJcXEyzZs1YtGgRCoWCWbNmoVKpCAoKwsPD4w2f2V8TY0SC8O+joaFxUqVStX6etiJjjiAIgiAIgiAIwiuSnp5OQkLCm+6GIAgvqKSkhBs3blBSUkKvXr2wsLBAR0eHgIAAbt++zdWrV9m8eTMLFy7kwYMH3Lhxg3Xr1vHrr79y48YNatSoQY0aNYiNjSU0NJT79+9L+27fvj27du1i27Zt1K1bl4SEBIYPH05ERMRrO7/ExETp306dOgGgr69Peno6paWl3L59m2rVqlFSUkLTpk35/vvvsba2plWrVri4uBAaGsqDBw84fvw4pqamNGzYkLi4OCwtLTlz5gwaGhpPTVUvvHvi4uLYvn37m+5GpVQqFZ6ennz55Zf4+fn94/1t2LCBFi1aAI9L+Dx8+BCFQoFcLmfYsGHk5+fTp08fzp49i6+vL3FxcaSmppKYmIizszM9e/YkLy8PeFyWRV9f/x/3SagoMjLyjayMj46OplWrVrRr1w6ZTIaGhga+vr64urpiYmKCm5sb2dnZ6Orq0rp1a2rVqkVOTg5mZmYYGxtTUlKCjY2NNGlvZ2dHTEwM+fn5aGho0KZNG/bv34+mpibTp09n/Pjxr/0cBeGfUpevcnR0pFu3bvj4+HD06FF0dXVZtmwZkydPJiAgALlcLrXJysrC3Nycs2fP4unpiZ2dHX5+frRv354//viDpKSkSo916NAh/u///o99+/ZRq1atV3ZOZTNZHTp0CFdXVxQKBaWlpdK2SZMmMW3aNACysrKIiIhgyZIlfP/998TGxjJq1Cg2bNgAPL6G7d+/H7lcztWrV1m1ahXa2tp0794dNzc3fv/9d5o0aUJubi6rV6+moKCApUuX8s0337B582aSkpLIyMhAoVCwcOFC6bhvI0dHR+BxWaLRo0fTtm1bli5dCsB3330nBV1lZma+yW4Kr9nWrVsxMzNj//79bN++nQkTJrBr1y527dpFeHh4pc8xMTFh9+7dHDx4kPz8fC5dugQ8znYYGxv71gTlHD58mDZt2uDi4sKSJUvo1KkTTk5O9OrVi9LSUpYuXcru3buRy+XcunWr3HskJCQEOzs7kYVUEP7FRP4qQRAEQRAEQRCEv0mdij03N5f4+Hg+/fRTMjIysLCwICoqiqVLl3Lo0CGOHDnC3r17K6xcFIQnqVf+iXTTb1aDBg3IyckhOzubGTNmoKOjAzye5D969Ch16tSRyixcuHCBKlWqYGdnh0wmQ1dXl+zsbKytrbG3t+fOnTvlJt9btWoFQHJyMuvXryc+Pp6SkhLatWv32s5PW1sbd3d3CgsLmTlzpnRdGj58OJMmTQJg06ZNrFy5kjVr1nDz5k1q1KhBs2bN+Oabb1AqlTx8+FAK2unfvz9mZmZYWFiIUibvCKVSiabm863nc3d3f8W9+fuysrIwMDBgzJgxDB48GIDVq1eXy57SvHlzmjVrxtmzZ1m1ahW2traEhYVx4MABmjdvzr1794iMjATg3LlzJCQkMGfOHM6dO0eLFi3o0qWLVGKluLiYkpISZs2axaNHj2jfvj07duzAzs6OTZs2SW2Acq+vtrY2paWlr/GV+fcpm5Gib9++bNiwgeLiYkxNTdmwYQPXrl0jICCA6tWrEx8fj1wux9LSkoCAAK5evUq9evWoU6dOuX2+yN/580hLS+PDDz8kIyMDd3d3iouLuX79Ovv37+fOnTs0aNCA1atX88MPP9CwYUOsra05deoUSqWSZcuWMXXqVKZMmULLli2lwJ7333+fR48e0apVK1xdXVmyZAkXLlygW7duBAcHv7S+C8LrUjZYNycnB29vb/z8/PD19UVd3aFsG5VKhbm5OQYGBgDcu3ePc+fOYW1tzU8//SS9d7788ssKxxo7diyDBw+mRo0aTJky5ZUFQwYFBTF58mRWrFhRruxMeno6zZo1A6B169ZMnDgReHyfWaVKFWrXrk2jRo3Q1NSkdu3aJCcnU1paypgxY0hKSiIzM5OaNWuSlpaGvb09UVFRfP3111L7y5cvA48DEu7du4eFhQUpKSkkJydLQaPACwUlHTlyBHt7e9577z02bdrEggULnvn9taioiG7durF7924AXFxciI+PR1tb+4Vfx48//pjp06fToUMH/Pz8pMAqTU1N3qbKH8Krd/HiRRwcHIDH90saGhoYGhoCIJPJKn3O7du3GTZsGHl5eaSnp0vBXC1btnw9nX5O6kA+uVyOSqVi0KBB6OnpERYWRkJCAoGBgVy9erXSjDl9+vRhwoQJuLq6/qMskIIgvDlipE8QBEEQBEEQBOEfiI2NZcqUKWzevJnGjRuzbt06Jk+ezObNmwkMDMTa2prJkyeXW7mYnJzMtGnTCAkJedPdFwShEtnZ2ZiYmFCrVi0++eQTkpOT+fnnn8nNzUVHR4dr165x+PBhoqKiaNq0KYWFhZw6dQoNDQ2KioowMzPjyJEjWFlZYWFhQVZWlrRv9SSwjY0NgwYNYtSoUcD/JutfNblcLk3UqKknUwApeAFg/vz5UsDB07Ro0YLk5OSnPq5QKKSfRRmrt1vZdP99+vRh4cKFyGQyFi1ahJaWFj///DMzZszAwsKC7du3k5uby4kTJzAzM6OkpITOnTtLgRFly2n4+/tz7do16tatS926dV9pKSE1dRDHlStXuH//PhcvXiQjI4Nbt25hbGzM3bt3uXLlCjt27CApKYlHjx7RrFkzPD09efToEdra2tSpU4dff/2VgoICduzYgZaWFvfv32f27NkYGRkhk8lITEzko48+Qi6Xo6GhQb9+/ahWrRoLFizgwYMHDBgwAFNTUzw9PXFyckImk+Hi4sK4cePK9dfNzY2goCB69+7N559//spfn3+jUaNG8fnnn2NhYUFwcDCHDx/m888/Jy0tjRYtWqCpqcnDhw+ZOnUqO3fupHPnzgwYMICCggI0NTVJSEjAysoKoFxZwV27dr20PlpZWZGens7q1av54osvsLa25t69e6xdu5bQ0FAaNmyIoaEhmpqa0gS9OovanTt3uHXrFg0aNMDDw4M5c+ZQq1YtSktL0dDQICAgAA0NDUaOHEl0dHS5a6vw8r2sMjsi4PrZNDU1mTlzJtHR0c9s5+joSEREBG5ubty7d4+PPvqI33//nQ4dOnDx4sWnlg12cXHB09OTqVOnsm3bNvr27fsqTgNjY2MWLVpEZmYmvr6+mJubA2BpaSllKTxx4gT169cHeGpWQZVKxZkzZ7h//z4HDhxg9OjR/Pbbb1hbW3P8+HF8fX05efIkSqWSzMxMLCwspH2oA1dUKhU2NjYVgkafV15eHh4eHjRt2pSFCxf+5fdXXV1d6tWrR0pKCqWlpTRo0OBvBeXA43tKmUxGvXr1yM7Ofu7AqspK/8TFxVFaWoqnp+ff6ovwZtnY2HD06FG6deuGUqlEqVSSn58P8NRA5rVr11Ya6PcyA3Ar86LX+bKBfJ9++ikRERFkZGRw8+ZNGjZsSMOGDZ/63CZNmqCtrf3Kz0kQhFdH3BEKgiAIgiAIgiD8TepU7BYWFqSnp9O69eOSwq1bt+bkyZPUrFlTavvkysXCwsKXXmYhOjoaJycnqlev/lL3K7w4pVJJYGAgly5domrVqowaNYqwsDAAJk+eTOfOnZk2bRpxcXEUFhYSEREhlUcR3jyZTEbXrl0B2LJlCxkZGYwcOZL58+fTuHFj3n//ffT19ZHJZGhpaWFubk7v3r0BqFmzJjo6OvTo0YM5c+bQuHFjjIyMKhzDy8uLL7/8UppMGjlyJF5eXq/vJIV/rR07dhAaGsrw4cNf+mrZR48esX37dtq1a8ehQ4fIyMhg+PDhxMbGcv78edLT02nSpAmHDh3izp07yOVyUlJSpOffuXOHPXv2sG7dOjZv3kzbtm3R1dVlz549TJ8+nYcPH77U/j6NejWypaUlQUFBZGVlScE0mZmZXLp0CUtLS2kCMSoqCjs7O7y8vLh+/Trnzp1jypQp9O7dm06dOrFx40bMzMxo1qwZ58+fx8zMjJo1a3Lq1Ck6dOjAjz/+WO74T07++vv74+/vX25b2UA1Hx8ffHx8Xt0L8g4YOnQokZGR3Llzh6pVqzJo0CD27t2LiYkJoaGh1KtXDz8/P9q2bUvDhg3x8vLiww8/JDY2lujoaM6fP8/o0aO5fv068DggZsGCBS+1j97e3vTu3Rs3Nzfee+897O3tWbNmDSdOnKBatWqVTrYFBwfj5OREy5Ytpcn8KVOmEBAQQFFREdra2mzevPml9lP4Z152pqX/krLBwerygl9//XWl7cq2USgU2NvbU1JSgo6ODkuWLGHAgAFoaGjQpUsXqSznk7y9vXnw4AEAGzdufKnnUtaSJUvYsmULBQUFBAcHs3LlSnx8fFi6dCnOzs44ODigo6PDqlWr/nJfNjY2pKSk4O7ujpaWFjKZjIEDB1JYWMj27dvJysrCzs6O/Px8fvrpp0r30bx5c8zNzcsFjQYGBj7XuTx8+JCoqChq167N+fPnKS4uZtOmTTRq1AhjY2P69+/P9evXadWqlfQ+uH79Om5ubhgaGtKsWbNygTJlM9QtX75ceg0GDhxY4diJiYnY29tz5coVzMzM/lFg1duczU/4a15eXsTGxuLk5MR7771HeHg4Xbp0QaVSSdk9n+Ti4sKgQYP+MtDvZcvLyyM8PJypU6c+V/uygXz169cnODhYCuBVqVTPzKIoygMLwr+fCMwRBEEQBEEQBEH4m8oOjOjp6XHy5Ek8PT05ceKENNmnHlQpu3JRqVQil8tfUlG37AAAIABJREFUSWBOkyZNRGDOP/CyVkhv3boVMzMzli9fjlKpxMnJSVqV7+7uTufOnfnqq68ICQkhJSWF8ePHs2bNmpfajzNnznDy5EmR5voF2dra0rdv36e+9pVlfaldu3aFlZLh4eH8+eefzJw5UyohoC6HA4+vH3+VjUYQnqRUKomOjubzzz+Xggqe9h7/O5PHLVu25NatW9SrVw9tbW0sLS25e/cuGhoa6OrqkpCQwPDhw4mJiSEnJ4fRo0eXC8xp3LgxmpqaUjmNtLQ0qYyHra0tR44c+Ztn/mLUq5GzsrKkzAKGhobUrFkTXV1dcnNzsba2RkdHh3PnzuHj40N+fj47d+6ktLSU4uJiOnbsiJaWFufOnSs3oVutWjUiIiLo2LEjwcHBVKtW7bWc039d586dOXDgACYmJsTGxlK7dm26d+9OdnY2U6dOxdjYmMLCwnLPsbKy4sqVKwwcOJCrV6/y4MEDMjIygP+VFXyZdHV12bJlC1paWgwbNowPPviAU6dOVWhXNquDl5dXhaDMBg0asHPnznLbyn5+iGw5r0diYiIeHh4UFRUxY8YMRo0ahVKpxMDAgHHjxhEcHExxcTFDhw7F39//mQHXa9eu5dixY8ydO/cNntG/m62tbbl7syffI/C/95b6Xi0+Pv619G3kyJGMHDlS+r1sAElISEiFLDPq/llaWkp9Lhu09KIZBtUlrSwtLaV9hIaGEhoa+kL7AdDX16dnz55UrVqVoqIi2rdvT5s2bcjIyKBnz554e3vToUMHunbtyrhx4zh27Bj16tVDpVJx+fJlLC0tK91vTk4OMTExHDhwgDt37uDl5VUhg+PGjRsZOXIk/v7+6Ojo4Obm9tTAqrLlDQcMGAA8zgw0ePBgPvvsM9LS0p6ZzU94Mf80IPFFn6+pqcmKFSvKbXNzcyv3u/qzsGwmxqSkpAr7evLv7EnqcqeZmZkEBwdz+vRpBg8ejKenJ7NmzQL+t7Bmz549FRbbvKiygXwRERHMnTu3XACvubk5ubm5UnCfIAjvFhGYIwiCIAiCIAiC8ALUKcpzcnLQ0dGhc+fOzJkzh5KSEm7dukVcXBwWFhbs3buXoqIiLl68yOXLl/nxxx/Zvn0769evx9DQkKysLHx9fdHS0sLPzw8jIyOOHz9O165dycrK4siRI3zxxRcEBASQkpJCUFAQRUVFuLq6EhYWhp+fH9WqVePkyZO4urri7+9PXFwcycnJ+Pj4MGbMmDf9Uv2nXbx4EQcHB+DxwKKGhgaGhobA42wsAFFRUaxZs0Z6/GWztbXF1tb2pe9XeD6BgYGYmZlJQTmC8DRPTi6lpqYyefJkaSJeLpfj7+9PjRo1aNasGTExMURHRzN79myqVauGk5MTJSUlhIeH4+7uTtu2bWnRogV6enrUr1+fqKgo9PT0mDlzJi1btnxmXzQ1NTE1NSU9PZ3i4mIyMjKkwJNWrVqxYMEC9u3bx6ZNmygqKqJKlSrlnv9kSQ4rKyv2798PwNmzZ1/iq/Zs6tXIx44d4+OPP6ZKlSo8fPgQBwcH1q1bJ00cxsXF0bhxY6KiomjRooW0wr5KlSrI5XK0tbVxcXFh5syZ0vm1aNGCL7/8kho1apCUlERAQMBrO6//st9++42YmBg0NTWZOnUq4eHh1K9fn+vXrzNz5kysrKz45JNPANDS0kKpVNKmTRsMDAwoKSlBLpfz/vvvY2dnx+LFi19ZxhNPT08KCgpo0KAB7dq1eyXHEF6PwsJCdu/eza+//squXbvIzs5m3rx57Nu3j/DwcGJiYjAwMMDV1RVfX9+nBlyvX7+e33//nXnz5r3hMxKEv6alpcW6devQ1dXFz8+P4uJi5s2bx/Xr1yktLaVhw4ZoaGhgYWFBSUkJaWlpNG/eHENDQ6pWrYqGhkaFewGA1NRUEhMTcXZ2lo5TNtCqsLAQDw8PKRACnh1YtWXLFjw9PQkPDyctLY3g4GD8/PwIDAykY8eOpKWlSW2fzOb31VdfvbTX612iHucoLi6mWbNm9OnTRypxGhQUxKRJk2jdujUHDhwgJCSEDRs2kJKSQlRUFM2bN2f16tUsWLBAKoPavHnzcvekZf9v3yYODg4cOnSIrKwsatWqxb1797h58ybz5s2rsLBmwoQJFbap9enTh5s3b6Krq8umTZswNDRk8eLFrFq1Cj09PSIiIqhevToJCQnIZDLatm3L4MGDy5URViv7t68O1CsblCsCdAXh30sE5giCIAiCIAiCILwAExMTdu/ejZaWFgMGDODSpUuYmppKA/fqgcHCwkL09PQICwujY8eOwOOsOpcuXUImk5WrRe7n50fHjh2ZM2cONjY2rF+/npkzZ+Li4kJAQAChoaGsWLGCOnXq0K9fP6kMg1wuZ+7cubRp04bx48fj7u5OWFgYDRo0eJMv0Tth+/btfP3114wcOZJff/2VGzduULVqVczNzfnzzz9xdHTk0KFDPHz4kEaNGnH//n0ePXpEeno6rVq14sKFCyiVSikddUFBAVZWVrz33nukp6fTqFEjrl27RkhICPr6+ixcuBCAgoICvvrqK6ks0po1a8jPz2fYsGGcPXuWJUuWEBoaWm7QdNGiRSgUCmbPno1SqSQ3N5f4+HhOnDghZd2pbKBQqFzZFcvPq7LBUbHCUXheO3bsYODAgURFRTF//nwsLCyka/nBgwfJyckhIyMDlUrF2bNnqVWrFteuXWPu3LkUFxdz/PhxlEolHh4euLu7k5OTQ2hoKO+//z5dunRh37596OnpSZNjf0UmkzF8+HA6dOiApqamdH1q3749GzdupFq1arz//vuYmJj85b7atGlDREQEnTp1onbt2nz44Yf/6LV6XurVyOrMOLVr12b37t2kpqZSo0YNZs6cye3bt1GpVGRmZjJ79mzMzc1JTU3l4sWL9OnTh2nTpuHu7k58fDyffPIJR48exd7eno0bN9KiRQtyc3P57LPPsLGxeSl9Tk9PJzU1VSpv96QbN26wYsWKv5UB4V0wcuRITp8+ja2tLV9//TWzZ89m7dq1zJs3j5UrV+Lk5ESjRo0AGDBgAPHx8WzevJndu3czYsQI0tPTycjIkLIvvCqvK0OH8OqpM97Y2tqybNkymjdvjkwmIykpCYVCQZ06dWjUqBFJSUk4OjpK19n8/HyuX79O9+7dOX36NFOmTGHfvn14eXnx6NEjjIyMcHd3l8o0/RV1kObztv+71Nkar1+/zoQJEyrNfFK2RJGjo+MLZ3b5u/7OvZnw4uRyOTNmzGDbtm18/PHHREREsHLlSurVq8f169f55JNPOH/+vFSiKiAgQArANTAwoE6dOsDjzHI3btwA/pfBxMrKCjs7OzZt2gQ8zm5TVmFhIfv27cPV1fW5+tq7d28GDhzIpUuXGDFiBHfv3kVbW7vSv5Mns/kJlatsnOPRo0fExcUB8NVXXxEWFkZpaSktW7YkPT2dU6dOsWLFCmbPns28efPKlUHdtm1buXvSt1X79u0ZM2YMSqUSX19ftm7dSs2aNbl//36FhTWVLbZRi4yMpGrVqixfvpxff/2VHj16sHHjRg4dOoRMJkOpVDJmzBhCQkJo164dwcHBHDlyRATxCsJ/jAjMEQRBEARBEARBeAG3b99m2LBh5OXlkZ6eTsOGDcsN3O/evZv79+8TGBhIRkYGN2/epGHDhjRs2FAa0K9MkyZNAKhVqxZNmjRBW1tbWm144cIFBg4cCDyuYa4uw6B+jp6e3is95/+ae/fuMXXqVJydnfHz8yMoKIi9e/fSq1cvTp8+jY+PDzk5Obi6upKWlsb3339Pr1692LNnD/369SM+Pp5Vq1axZMkSVCoVp06dYtOmTQwcOJBHjx4xZMgQmjdvzuHDh9mxYwcODg7k5uYCkJ2dTd++faUyZ927d6dfv34MGzaMLVu24OPjU+mgqVpsbCxTpkxh79695cqrPDlQ+Omnn77eF1UQhKcKCgqie/fu1KhRg9DQUJYtWwZQLpCmUaNGpKSksHfvXoYMGYKVlRXBwcF4eXlJq3Wzs7NRqVSYmZlJEyATJ05k2LBh6Ojo8P3331OzZs2n9qPsxGdlK3idnZ1JTEwEYMqUKdL2spPFlZXkWLZsGVpaWkyfPp26dev+jVfoxZUtK5KRkUHfvn1RKBQ0b968XLunTXQHBwcTFhZGmzZt2LBhA6amptJjt2/ffiVBsOnp6SQkJDw1MMfc3Pw/G5SjtmrVKuln9b2Q+v1S1pNlZZ5VFkoQnkZ9vUtMTKRTp0788ccf0mMuLi7Y29vTsmVLunTpgp6eHsbGxhw9epTjx48zcuRIYmNjsbKyYujQoXh4eNCzZ0/GjRvHsGHD/lG//mlJGUF4liZNmhASEkJqaiomJiZ06NABAwMD1q5dS15eXoX2bdq04bPPPiMrK4suXbpQs2ZNjIyMqFu3Lp07d6ZBgwaYm5tjamqKp6cnTk5OyGQyXFxcGDdunLSfxo0bs2bNGo4dO0bHjh1JSEhAU1OTlStXYmlpyaRJk8pt27RpE3fv3uXy5cvSQodTp05hYWHB9u3by/Wxsgw+QkWVjXOUzbRoamoq3UfWr1+fKlWqULt2be7cuVNpGVSg3D3p28rMzIysrCzef/992rdvj7e3N8OGDSMlJYX8/HwAqTy5UqmssE3985gxY0hKSiI/P5+PP/6YtLQ0WrZsKY3/aGpqkpyczLfffouGhgYFBQXY29u/5rMVBOFNE4E5giAIgiAIgiAIL2Dt2rV4e3vj5+eHr68vHTt2ZNq0acDjgfv69esTHx/PBx98wNq1awkNDZUGAMsOomtra1NaWoqW1uOvZWUHDJ8sa2RjY8OcOXOoVasWpaWlaGhosHjx4grt1PsU/pmNGzfi6uqKqakp33zzDevXr6ekpITi4mLS09OlAbc//viD3NxcvvrqKwoKCggLC+Py5cs4Ojpy584dSkpKuHv3LjKZDB0dHWrXrs3169fZt28fd+/e5c8//0RHR4c//vgDPT09rly5grm5OWFhYeTk5FCzZk0MDQ3R0dEhJyeH//u//2PcuHFkZ2eXGzTNzMwE/heoZWFhQV5enhSYU9lAoSAIbw9jY2NiY2MJCQmhf//+2NraYmlpSVJSkvT5oaGhUSG409jYmKZNmxIfH49MJqO4uBgNDY1ynzW2trZERkaydu1aIiMjCQ4Ofu3nN2TIENLS0jA0NJRWyr9OFhYWL5zVYfr06U997MaNG3z++efo6+tLk1grV66kSpUqREdHM2jQIDIyMrCwsCAqKorVq1dTUlLC0KFDmTBhghSw9GSWs6VLl3Lo0CGOHDlCXFwc7u7uFBcXY2pqyoYNG7h27ZqUqaJdu3a0atWKgwcP8sMPP0gluAThXaHO3lK21M2Let5MM087lra2Nu7u7hQWFjJz5kwpMKdJkyb06NEDPz8/NmzYwLBhw/jggw/Iz8+nV69eNG/eHH19feBxQL2xsTF2dnbEx8cTEhLyXGVGHz16RO/evSkqKsLY2Bg3NzecnZ2pUaMGXbt2pW7duoSFhQEwefJkOnfujFwup3Xr1hw8eJCAgAACAwPx8/OjatWqnDt3DrlczqRJk7h16xZDhgzh3r17NGrUiEWLFpGWlkZQUBC5ubmUlJRw4cIFoqOj6d+/f7nrkPDuq1atGgcOHKj0MSMjo0oDcE+cOFEhAHflypUVnu/v74+/v3+l+w4MDMTa2pq+ffuyYMECFAoFycnJTJs2jeHDh5ORkVFuW82aNVGpVBQWFtKjRw8OHz7M77//Tr9+/fjuu+/o06fPS3g1/lsqG+fYs2eP9PjTxitUKtVTy6D+W4IIa9WqRdOmTbG0tOTWrVs4ODhgaWlJly5dUKlUTJo0CYDw8PAK2wDOnDlDrVq1OHDgAMuWLSMjIwNra2tOnz4tBVMqlUpsbGwYMGAArVq1AqCkpOSNnK8gCG+OCMwRBEEQBEEQBEF4AS4uLgwaNIjo6GhpW9mB+82bN/Pw4UOmTJnCiRMnqFatGg0bNqywH09PT7y9vRk6dOhfHnPKlCkEBARQVFSEtrY2mzdvrrSdm5sbQUFB9O7dm88///zvn+R/nL+/P6dPnyYzM5PExETOnDlDdHQ0o0ePBuDhw4d06dKFe/fukZqayvr16/nkk0+YNm0ae/bswdvbm6NHj1KtWjUKCgpISEjA2tqauXPncvToUaKjo9HS0mLIkCGEhoZy8+ZNPDw8GDp0KE5OTvz000/s37+fwYMH8/DhQ7y9vfnxxx9p2LAhMpmswqBp2Yl7tbKrQc+cOcP9+/fLDRS+C+Li4igtLcXT0/O52kdGRkqT44LwNlmyZAmbNm3iwYMHhIWFER4eztmzZ5HL5WRnZ0vleZ6c3NDU1OSbb76hU6dOaGho0LhxY6nslNrnn39OWloaRUVF/Pzzz6/tnMoqm+XkXfDtt98ye/Zstm7dytSpU/n999/Zu3cvgYGBzJo1i8aNG7Nu3TomT5781M/ryMhIbt26xdSpU5kwYYL0fGtrayZPnoxKpWLbtm1SScyEhIRy9xK3b98mPDyc4uJihg8fLgJzBOElUwcdlM1Ooy7fo6Ghgb29PWPHjuX27dvUqFEDPz8/atasydy5c5HJZFhZWQGPA/AAOnXqRP369dHS0uLs2bPY2dk98/jR0dHY29sTGhpKYGAg8Dgr2p49e4iKiiIoKIgTJ04A4O7uLmVO+/jjj5k+fTodOnSQApLat2/PokWL6NatGxkZGcyaNatCKZWoqCiGDRtGdHQ0N27coH///qxcufKZ1yHh1XoyYKxsOcOVK1cSEBDwhnv4Py8zADc5ORmFQiEF/dSqVavSbeqsPupAoZiYGKpUqcLs2bOZOHHiX2bzEyqqbJzjeT2tDOq/RWUZ+Zo2bYqbm1u5dm5ubhW2zZkzh23btnH06FHc3d2pU6cOFhYWmJqa0qtXLxwcHNDT0yMiIoLvvvuOwMBA7t69i6amJsuWLZM+LwRB+G8QgTmCIAiCIAiCIAgvoEWLFiQlJUm/KxQKbG1tK6yyPXXqVIXnqgcFoXyZhV69epXbn5p6hX+DBg2eWYZB/RwfHx98fHxe7ISECjQ0NBg1ahT9+vWjYcOG9OjRAzMzM+BxeZfc3Fx69OjB9u3bSUlJoV+/fvzxxx/4+vpSWlrKwYMHuX//PgcPHkRXVxdNTU2uXbuGv78/d+7cobi4mMLCQnbv3k3Hjh0BsLOzY+HChQwbNoyuXbuSmZnJ7du3yc7OpkePHgwbNoytW7cCLz5oamNjQ0pKSrmBwn+Tp5VsEBPRwrtC/VmwZcsWli1bxoIFC4iMjOT27duYmZlhYmLCnDlzpOwIkZGR0oRT165d6dq1a7n9lc0O864Fxbwt1BnKateuLZW5ql27NiUlJVLZh9atW3Py5MlyJRzKBk1aWloCYGBgUC7LGfDUkphqpqam0udSZaVFBOFdkJSURPfu3cnNzSUuLo6xY8dy4cIF9PT0WL16NQ8fPsTX15fi4mKaNWvGokWLKs00k5KSwqBBg9DV1cXV1ZXvvvuuwrESExPx8PCgqKiIGTNmMGrUKCk7zUcffURwcDDFxcU4Ojqira3NtGnTiIyMpLCwEB0dHaKjo6WslXv27GHXrl1MnjyZKVOmEBoaysKFC8nKymLq1Kk0aNAABwcHYmJimDhxIq1ateL8+fPlrt2pqalSqVx1ZoUns6YZGhoClNvWokULZDIZ9erVIzs7W9oGjyeZ09LSKi2lkpqaipeXF61ateLatWtSgOGQIUOeeh0SXq+y5QzftsCcl3Gvoc78amNjQ5cuXZg/fz4AxcXFnD9/vsK27OzscpliRbmqf+7JcQ6gXCBT2WuU+mdLS0tpjKOyMqgvmrHw3+hZAV9BQUEEBQWV2/bbb79VaJeeni5lRfy73rbrgiAIlROBOYIgCIIgCIIgCILw/6kH1hQKBV5eXly9epVDhw4xf/58bt++zdatW/Hx8aFnz55cv36dOnXqMGHCBBwdHdm/fz9KpRJtbW0CAwOZNm0aixcvJiwsjLlz57Ju3TrkcjmOjo7Squuy6autrKzYt28fwcHBUjuVSoWRkREPHjyQ2lU2aKruO5Qv2aDe9rYNiiqVSgIDA7l06RJVq1bFycmJuLg4CgsLiYiIoEWLFsjlcuzt7cnMzKRz587Ex8dz9+5dALZv386qVasoKSnh5s2btGzZEg8PD2JiYrhw4QKurq589dVXFBUV4eXlVekknPByqFQqunXrRlJSEqGhoXz22Wdvukv/SmWDNQH69u1boU3ZwfqywZnC6/dkOYcRI0ZQo0YNGjZsSHh4ONbW1pw4cYKUlBRu3bpFdHQ0ERERADg7O1fYh0qlIi4ujjVr1rB//368vLx49OgRffr0ITMzkytXrjB+/PhKjy8mIIV3WWxsLFOmTCEhIYG6deuyePFidu7cSUREBKNGjWL37t1oaWkxYMAALl26xOnTpytkmlEoFFJZp6e9X9QB07/++iu7du2SstPIZDLc3NyIiYnBwMAAV1dXduzYQUlJCSEhIaSkpDB+/HjWrFmDXC4nKyuL/Px8fv/9dwBq1qyJn5+fVFKwWbNmWFpaYm1tzejRozlw4AB5eXkVJnWtrKxITEyka9eunD59mtatW3PgwAHc3d0xNjZGpVLRoUMHqlevTlZWFnv27OHUqVPY2dkxa9Ysrly5Qv/+/cnNzcXLy4uxY8dy7tw5vvjii0pLqezZs4fLly9z5swZMjMzSU5OxsrKiuLi4gqleYXX58mAsVmzZtGnTx+SkpKQy+WEhoZiaGgoBY4NHTr0qaWi3hYKhaJCKcdPP/2UK1eukJKSwuXLlzE2NsbQ0BCZTIaXlxerVq3i/PnzGBkZoaGhwZgxYwgODiY3NxcfHx+WLl36pk9LEN645w3MedqiF0EQXg/x7hMEQRAEQRAEQfgH5HJ5hWw5wrvB3NwcZ2dnHBwcWLFiBe3bt8fIyIi6devSuXNnzp8/X679vXv36NSpE+3bt+fatWs0bdpUeszT05Phw4fTp08fdHR0yj0vNzeXqKgounbt+sx275KtW7diZmbG/v372b59O1999RX79+9nzZo1zJgxQ2r38ccfS8EIZmZm7NixAwsLC86ePSu16d27t1QuZsuWLfj4+GBjY4NCoeDo0aPs3r2bhw8fvt4T/A/JysrCwMCASZMmSav2VSoVnp6eODk5lVvNDI8HgwXhXTN37lwAjI2Nee+99/Dw8CApKYmbN2/y7bffYmFhgbm5OWlpaeWep34/3Lt3j8TERCwtLalRowZ79uwhJSWFiRMnkp6ezrFjx/Dy8nrt5yU8lp6eTkJCwpvuxn+OOjOVhYUFZ86cYf369cjlcqZMmUJubi63b9/Gx8cHuVzOwYMHyczMrDTTTJ8+fTh79iy+vr7ExcVVeiz1c2xtbdmzZ0+57DSJiYl4eXnh7OzMjRs3uHXrFlFRUTg5OTF06FAyMzOl/UybNo2JEydWeozQ0FBcXFxQqVS0a9cOmUyGvr4+FhYWmJiYlGvr7e3N4cOHcXNzIy8vj1OnTmFiYkJcXBwGBgZ4eXlx8uRJsrKyWLhwIRMmTKB58+Y4Ozvj4+PDoEGD0NTUpG7dunTq1InRo0fTpEkT3n//fb777jsmT56Mi4sLnTt35tq1a4wePZoFCxaQmJhIVlYWq1evZsCAAcTExNCtWzfS09P//n+k8LcVFhayc+dOPvvsM3bt2gWAl5cXTZs2RaFQ4OrqSnh4ODExMRw8eJA1a9bw6NGjN9zr5zN//nw+/PBDNm/eTK1atbC2tubLL7+kV69emJqaEhMTw507d4iMjCQpKYkGDRqQl5fH4cOHuXLlCjKZjPj4eDZt2kT16tXLZXARwcvC20ShUNC9e3c8PDxwcXEhNzeXL7/8EicnJ7p16yYtPAE4duwYY8aMASAnJ4eePXsCMGnSJORyOS4uLqSnp5OSkoKDgwPOzs5MnTqVpUuXSgF7SUlJbNu2DScnJxwcHKTPvbZt2zJs2DCpPLcgCG+GyJgjCIIgCIIgCMI/ZmRkxI0bN6hSpUqFx+RyOV27dmXs2LEvtE9/f39+/vlnAEaMGCGlrhaE16FsSuqQkJByj61cubJCe/Vg8IEDB8ptVw8MN2jQoELppbKZbcpO1v4XSjRdvHgRBwcHADQ1NYmKimLNmjVoamqWywShnlSD8hN0ZUu3fPDBB1y+fJmHDx+SkZGBlZUV58+fZ9SoUTx48IALFy5I5RyE56POgnPv3j327dsnTU5Wdi0eO3Ys+/btY8OGDUyfPh2AoUOHcvz4cYyMjNi5cydNmjTB399fKgty8+bNChmSBOHfomxmtS1btqBSqVi8eDGHDx+mW7du7N27ly5dupCZmYm5ubm00r+0tBSVSoVcLmfAgAG0aNGCxYsX07x5c9q0acOMGTOwsrKSrm9nzpzBz8+PSZMm4efnR8+ePaXSl2WzoJUtgSm8GurAHBcXF2mbWHH+6pW9HzAyMmLQoEGMGjUKeFzKZt68eXh7e+Pn54evry8qlapCppm2bduira3NrFmzePToEe3bt8fDw6PCsRITE6V/O3XqxB9//CE91qJFCzZt2oS+vj7FxcVoa2uzaNEiTp8+zeXLl/n000+ltqtWrWLAgAFs2rQJPT29csfYsWMHWlpa0v2lUqnkwYMH5OXlkZOTU66trq4usbGx0u8//PAD3bp1Ax7fG+nq6uLt7c3atWsBmDx5MjKZjDlz5pCYmMjnn3/O+vXrqV69OmPGjCE/P58vvvgCeFwKr7JSKsnJyRW2Pas079uWjfFdVDZgbNmyZZibm1doow4cg8cT+bdu3Xrry9Y2adKE9PR0srOzSU9Pp0mTJiQkJEglIIOCgpg8eTIrVqxgxIgRpKeno1AopPdOrVq13uwJCMILKpuVbeHChdy/f58DBw6wevVqIiIipEyZbdo13Ur+AAAgAElEQVS0ISQkBJVKxebNm/Hx8SEpKYmMjAwUCgXJyclMmzYNOzu7cpngNDQ0+OWXX1AoFCiVSkaMGEFCQgJKpRIPDw/c3d3JyckhNDS0XIlVQRBeP/HtQRAEQRAEQRCEN6psKZ+y1BkwABGUIwjvGBsbG44ePQo8nphatGgRCoWCZcuWlSuVUHbS81mlW+RyOeHh4dKk6eLFiwkODmb//v00aNBAlF94QeosOAcOHJCCcpRKZaXX4smTJ+Pq6srKlSsxNjbm+PHj7N+/Hw0NDe7cucOnn37Kxx9/zPnz5/n111+5evUqTZs2Zf/+/VhYWDBx4kQiIyPp168fXbt2pWvXrqhUKs6cOUPHjh1p27YtU6dOfd0vgSA8l0ePHhEbG4uenh66urqYmpqSmZmJiYkJd+7cwdvbmx9//JHjx4+TlZUl3fM8ePCA/v37SxPlVlZW2NnZoVAoUCgU7N69G4D+/fszatQo7O3ty10Dhddr6dKlREVF0alTJykjSWRkJMeOHUMul9O+fXspmLyybcI/Z2hoSHp6Oi4uLri4uLBz505cXFyYOXMm3t7e3L9/H6iYaQYgJiaGDh060K5dO/r371/p/rW1tXF3d2fRokV06dKl3GMTJ06UMuZ88sknANjb2+Pk5FTh/9jW1pYxY8YwaNCgp37HURs7dixOTk6Eh4dTs2bNZ7ZVBxwBnD59Gih/j6RUKiktLSU/P79cpro7d+5QWlrKlStXMDMze+YxhLfPkwFjamU/D1q0aMH27dtRKBScPn36tQTlKBQKvL296dGjB46OjqxZs4ZOnTrh6elJcXEx/fr1w8nJiX79+lFSUkJkZCTLly8HHi9auHr1KkuXLuXw4cNERUVx7tw5MjMzGTVqFMuXL+f+/fssWrSI6dOnM378eGxsbOjSpYv0GfnLL7+88nMU3n5yufyp11mFQkFqaipAub+/N6VskN2qVato2bIlAK1btyYlJaVc2w4dOnDo0CFiY2Pp0aMHycnJUmDasGHDyM/Pf2YmuJycHJKTk+ncuTNdunQhKysLlUqFmZmZCMoRhLeAyJgjCIIgCIIgCMIzlZSU8NFHH3Hz5k20tbX54YcfGDVqFEqlEh8fn3LZQ5KTk3F2dqaoqAgLCwvOnTsHPJ7Q+OGHHzAxMeHixYsMHTqUXbt2UVhYyPz58xk9ejT37t1DJpORmJjIt99+y7179zAyMmLFihWMGzcOExMT7t69S0lJCQYGBgwfPpwBAwbg5+dHtWrVOHnyJK6urowfP/5NvVSCIDwnLy8vYmNjcXJy4r333pMmuJycnP7W/nr37k2zZs2k1d7qkmCNGzd+p0uCvSrqLDhaWlr06tWLgoICpkyZwvDhwzl48CAxMTFMnDiRVq1acfr0aWxsbFi+fDldu3YlMTGR0tJStLS0+OCDD6hatSoLFy6kTZs2UnmFPXv28OOPP3Lx4kWsrKyAx6XK1q1bx6effsrZs2elcmQaGho4Ozvz9ddfV8g+IAhvmnpiRa1Xr15s3rwZQ0NDLl++TLt27SguLsbW1pb33nsPlUqFSqVCX18fU1NT6XmmpqZS+TeZTIaLiwvjxo2jU6dODB48mLCwsNd9akIZgYGBWFtbM3ToUDw9PdmzZw8ymQw3NzdiYmLQ19fHzc0NX19fqayMgYEBrq6u+Pr6is+hv6Fs5kJ1hkF/f/8K7ZKSkipsK5tpRk2djeCvjqWmzgoDj4Nw9u7dW+7xZcuWVdiPOntV2f2ps8qUzWyl/rlr1654eXmRkZFBYGDgU/sHjwOOfHx8cHNzw9jYuMLj4eHhjB8/Hg8PDyZNmiRtt7GxYdCgQfj7+4u/w38hdcBYYWEhM2fOlDI52dvb4+3tzahRo6TAMaVSSfXq1cstbnmVVCoVW7duZerUqfz+++/s3buXwMBAZs2aRePGjVm3bh2TJ09+an8CAwO5d+8eXl5ebN26ld9//10q6zt27Fhu375NQUEBwcHBNG/eHHNzc+RyORoaGvTr1+8v3zPCf5tCocDR0RFra+s33RWgfJDdwIEDOXnyJAAnTpygfv365dr6+voSEhJCtWrV0NfXlwLT1AskiouLKSkpqZAJTh2wZ2JiQtOmTYmPj0cmk1FcXIyGhobI8icIbwkRmCMIgiAIgiAIwjOFhoZSo0YNLly4QElJCebm5pw7d47atWtjYmLCvHnzpLYDBw5k0qRJBAYG0qZNG5YuXQo8XuWZkpLCRx99JK1W0tfX5+rVqwB06tQJExMTBg8ezHfffcfq1auJiYkhLy8PpVJJQEAAZ8+exdvbm9zcXPbv34+jo6M0yC6Xy5k7dy5t2rQRgTmC8C+gqanJihUrntmm7CRW2bJfEyb8P/buPS7H+3/g+OvuoAg5a9pEpCHKKTq43TqIWLOJMVGUHDZmB4em0QyNsdn2RXNa5jDnGbaJ5BaZU5JmzrmHnCmHKB3u3x/9utaJmUNh7+fjscfu+7o+13V/Pjddrq7P+/N+hxVr26RJk0IrJjt37vzA0mHiwSZNmgSAh4cHv//+OytWrCi0f+rUqcTGxpKWloarqyu2trbKvsTERGrVqoWNjQ179+7l7t27vPXWW9y8eZPLly+jUqnYsGEDJ06coEePHly4cAEoXqrs9OnTxcqRWVlZldI3IMTDKTrJ4e3tTffu3VGpVKSlpWFsbIyjo2OxyRErKys8PDwAlAn8AQMGlBh4YGdnh729/VMfy+PS6XQkJycXKvf0IsnOziYoKIjr16/Tt29fOnfuzLZt22jQoAHVq1cnNTUVtVrNgQMHcHNzo2LFiiQmJqJWqylfvjxbt24lNDSU7du3U65cOZYuXUqdOnXKeliiDK1evZo5c+aQnp5e6PepkhQtbQWF72u8vLzw8vIqdty0adMwMpIpoOfRgwLGZsyYUWh70cCx0pB/31anTh0l0LROnTpkZ2cXygYSHx9fKEuHlZUVHTt2BMDe3p5Bgwbh6enJuHHjWLp0KVqtFgcHh2K/048bN45x48aVxtDEMyo3N5fg4GBOnDhBhQoVlO1nzpwhICCAzMxMfHx8eP/994mMjOSnn37Cw8ODZs2asXXrVtauXQvAL7/8UupZCAsG2a1Zs4bx48fTvn17KlWqxLJly4qVaT5z5owSlF1SYJq5uTn/+9//uHPnDn5+fgC88sor9OjRg8mTJ/PBBx/g7u6OSqXiwoULbNy4sVTHK4S4P7krE0IIIYQQQjzQoUOHlMkjIyMjUlNTlQdxGRkZHD16VGl75swZRo8ezejRo8nKyuLEiRMAuLq6Anmpe/NXB7Vq1QrIKwPRsWNHzpw5w71792jXrl2hz7969Sp3797Fw8NDSc9tZGRE/fr1uXz5MvD3g0HJpiCEEE9W/rW6IENDQ8zMzDAzMyu2cj8rK4tatWqxefNmMjMzGTt2LH369MHR0RG9Xo+5uTmvvPIKarWaU6dOKcE2RUuV5Zcj02g0uLq6Sjky8VwoX748VatWxdjYGBMTE4BCkyNNmjRh1qxZSvuik0xqtZpNmzaRkZHB1KlT+fTTT7l06RIhISFER0czZMgQvL29ef/991m+fDnZ2dl06tSJmJgYpk6dyvr16zExMSEyMpK6detib2+Pvb09iYmJLFq0CAcHh6c2dp1OR0xMzAsZmGNsbMzRo0dp1aoVFhYWVKpUCYBy5cpx6tQpKleuzI0bNzA3N6dDhw5YWFiwZMkSOnXqxLZt29Dr9ahUKuLi4tixYwcGBgZyTStlGo2G6OjofwxSGTlyJDNmzFDKOD5NvXv3VkpjCfG8KXjfVvC1jY0N8fHxdO3alf3799OwYUNMTU2V7FZJSUl07NgRY2NjcnJy0Gq1rF69mv379yvnKHh91Gq1REdHK0HjkFeaqFmzZiXeo4oX188//0ytWrWYP38+ubm5yv1G/v1S+/bt8fLyol+/fgQEBODq6oqHhweRkZHFMnOWdsCzg4NDob/DBe8FAapUqVIoU1v16tXp0qWL8r6kwLSimeCWLFmiBIy/+uqreHt7A38HceZncBNClK3HCsxRqVRhwCDgyv9v+liv1//6//tCgEAgBxih1+ujHuezhBBCCCGEEGXDwcGBmJgYJk6cSHZ2NtWqVePw4cPUqlWLO3fuFFqt9PLLL/PBBx8oq3YyMjLo3Lkzu3btAvIyKYwYMYK9e/cqD7xXrlzJ3bt3uXHjBv3791ey6BRMxVuhQgW2bt1K9+7d+fLLL8nOziY5OZlatWoVaiuEEOLJKinteW5uLnfu3CEtLY1bt26xZMkSAgIC6NWrF2vWrKFJkyaYm5tz9OhR5s6dS0JCghJA+eabb7J48WKsra0pX7488+bNK5QdKZ+UIxPPupLK1QAsX768UDtvb29lciRffvuik0wZGRmEhIRw8uRJJkyYwLZt29BoNPTq1YuOHTvy9ttvs379enbs2MH8+fOZNWsWd+7c4ezZs8ycORMbGxsMDAyYPHkyffr04ejRo7z88svo9XrmzZtHmzZtlMwvYWFhSv9nzpyJXq/n2rVrDB06lIULF2JqaqqssB42bBjHjh2jfPnyLFmyhMTERL766ityc3O5fv06UVFRzJ07l7i4OH7//fcyyd7wNNnZ2ZGYmMj169epW7euEuDk4uLCG2+8QW5uLjdu3KBixYrcvn2bQ4cO0alTJ27fvo2fnx9WVlZ89tlnjB49Gn9/f6pXr87kyZMxMzMr45GJombOnFnWXXhiSvq3tej+ogEPj8rV1VUmfR+SXq+nW7duJCUlMW7cOAYPHvxQxz0v33HVqlU5fPgwarWal156iTFjxpCRkcEXX3zBvn37lOA4Ozs7QkJC2L17N02bNqVNmzYP/RmSBfO/6fjx4zg7OwOFfz85deqUkqWpRYsWnD59utixRTNzlqXz58/Tt29fsrKyaN68Ob169WLGjBlkZ2eTmZmJkZERrVq1wsvLi8qVK3Pp0iV+/PFH6tevT69evbh06RImJiasXr2aypUrY29vT7NmzbCzs8PX15dhw4aRmZmJp6enlEIV4hn0JDLmfKXX66cX3KBSqZoAvYGmQB0gWqVSNdLr9TlP4POEEEIIIYQQpeizzz5TJllNTEyYNm0ar776Knq9ngoVKpCSkqK0Xbp0Ke7u7gwfPhyVSsW6desAOHnyJNWqVaNatWoEBwezd+9e5RgPDw+GDRtGjRo1qFGjBhYWFkDeQz1LS0vmzZuHpaUl7u7u3L59m/bt22NlZcU777yDsbFx6X4ZQgghGD16NGq1GgcHB2rXrl1oX1BQED169KB8+fJYWloyffr0YqUY8jOn5btfqbKi5ciEeNEUnWRavHgxS5cuxcDAoFDQsZ2dHXFxcUBeME+PHj1YtWoVLVq04M6dO3z++ec0aNCA2NhYwsLCWLNmDX369MHMzIxffvmFjz76iISEhPtOfOr1en7++WemTJnC3r172bp1K8HBwSQkJJCSkkLdunWZM2cOv/32GxERETg5OQGwYcMGJk+erLS3trZ+IpP8zxpzc3M+//xzdDodY8aM4Z133qFNmzbUrFlTWeFub2+PVqvl1KlTDBo0iOjoaHJzczE2NiY4OJh9+/bh5uZG165dmTJlChs3biy22l08OSWVPPnkk0+UzFOBgYGEh4crGaoiIiJo0aKFklln0qRJnDt3Dp1OR7169ZRSvEI8rgsXLlCpUiVl0cvzqGBgakn3cJ6enoXaGxsbK/+GFRQbG6sEiB08eFBpu2XLFrZv386QIUOU+8ybN2/i5+fH559/zsqVK3F1dcXIyKhYkKixsTE9e/bk3r17VKlShc6dO0sgzwvC1taW3bt3061bN3Jzc5Xt1tbWxMfHo1arSUhIYPjw4UpGpnxFM3OWpqJl6WrUqMGWLVswMjLCz8+PEydOkJGRwZYtW1ixYgWnT5+md+/erFu3ji1bthAfH8/UqVOJiIggMjKSChUqMH/+fFasWMGgQYM4d+4cu3btwszMjLfeeosFCxbwyiuv0KdPH86dO1eqYxVC/LOnVcrqdWC5Xq/PBE6rVKqTgCPw+1P6PCGEEEIIIcRTYmRkxPHjxwttGzBgQKH3+auOGjduzPnz5wvtK2m1ZsGH2xYWFty8ebNYG51Op7wuutK8oMjIyAd+lhBCiH+nXr16hdKp58tfqe3t7Y2Pjw8pKSkEBwcDci0W4lEUnWSaPXs2CQkJSnBHvvwJpfwMKx4eHsyZMweVSkW7du3IyMggPT0dgEqVKimlPfPbW1hYkJmZed+JqfyV5HXq1KFmzZrK69TUVI4cOcLy5cuJiooiOztbCcopuvrc3Nz8yX9Bz5Du3bvTs2dPvLy8qFixYqHAdABHR0fUajVqtRqAW7du4ePjQ05ODpUrV6ZZs2Z0796dO3fuALBq1apSH8N/SUklT3r16kVYWBienp4EBgby3nvvFcpQtXTp0kLnaNq0KfPnz6dTp06kpaVRpUqVMhrN05Uf8GBqakrlypULBSOdOXOGgIAAMjMz8fHxYcyYMVy8eJEBAwZw9+5dnJycCA8PV841YsQInJ2dpUTXA4wePZpt27axevVqIiIiAJg4cSIxMTEYGBiwcOFCsrOz6d+/PyYmJnh6evLxxx9z69Yt+vfvXyqlCcvS2LFj+fnnn6lRowa5ubnExsZy69Yt+vXrR3h4OE2aNCl2TMEg0YyMDJydnRk7dixDhw4tgxGIp8XHx4cNGzagVqupWLGisn3MmDH4+/tz7949XnvtNSwtLdFoNHz88cfs2bOHunXrlmGvi8vPTpiWloZOp8PGxoYWLVoAedmqt2zZAkCzZs0wMjLCwcGBkydPkpOTw6hRo0hKSuLmzZu88cYbQN69ZP793rFjx+jXrx+Q94yu6L2KEKLsPYnAnHdVKlV/YD/woV6vTwUsgd0F2pz7/23FqFSqYCAYeOYukEIIIYQQQgghhBCisNWrVzNnzhzS09P55ptvyro7Qjy3ik4yFQ3uuJ/y5ctTrlw5unTpQmpqKi1btmT//v04Oztz4cIFPvjggxKPMzc3JykpCYCkpCQ6duwIFF5JXjR4x9bWlv79+/Phhx8CkJWVRVxcXLF2RVenv2hMTExYu3YtRkZGDB06FDc3N8aNG6fsnzdvXrFjYmNjC72Piop66v0UeUoqeWJnZ4exsbHy/n4ZqvIVDFi7cePGCxmYUzDgYdWqVZibmxcKRpo6dSqffvop7du3x8vLi379+jF16lTef/99OnXqVChrxXvvvYeTk5ME5fyD/KxiHh4eZGdnk5SUREpKClqtliNHjhAeHk6bNm0IDg4mICBACaK8ePEie/bsIT4+/oUOzIG8jCLw98/uqlWrGDRoEE2bNi3WtmiQ6IULF2jevDnAC/0d/RcZGBiwYMGCYtutrKyKLQpwcXFh+/btxdoWzMxZVpYtW0b37t0JCAigb9++dOjQQQlwTExMpEGDBgD88ccf5OTkKNsOHjxIeno6sbGxzJs3Twm6KVjWy9bWlpkzZ/LSSy+Rk5ODSqVizpw5pT9IIcR9FS8UXoRKpYpWqVR/lPDf68AcoAHgAFwAZuQfVsKpSswPptfr5+r1+tZ6vb51/ooMIYQQQgghhBBCCPFs6t27N9u3b1cCAYQQjyZ/kik2NpZff/2VefPmsXPnTqZMmaJMMmm1WoyM8tZW5q+CBjA0NKRXr15AXvnP6tWrY2RkhKOjI0OGDAHA398fyJvkDAoKwt3dnU2bNuHj4/PQffTx8UGn0+Hm5oabmxu//fZbie3yy229yOWZunbtiouLC3fu3FEyB4lnU342KkAJHikafDN79my0Wi3z5s0rsbRJWZY+KS2rVq3CwcFBCXgoGox06tQpWrZsCUCLFi04ffp0iUFPx48f5/DhwxKU8wiOHDmCVqtFo9EwdOhQbt68Sa9evTh06BB9+/Zl06ZNADRs2BBTU1MlAOVFpVKpuHbtGvD3z+6AAQM4d+6cUia7aPt8er2e+vXrKwGohw4dKoUeC/HvuLm5MWPGDLp3765kOzQ2NqZz587Mnj1byUZaq1YtunfvzogRIxg9ejS2tracPHmSzp07FyoNX9DkyZMZOHAgbm5ueHt7K1n6hBDPjn/MmKPX6z0e5kQqlWoesPH/354DXimw+2XgfLGDhBBCCCGEEEIIIYQQQjyQRqNBo9EAsGvXLpycnHjppZeU1d+enp73bR8QEKBsj4uLK/HcRdsVXFX+7bffPtQxRTPEPCkHDx4kPj6ewMDAp3L+hyUZb54f9yt5UtDDZqh6kRUNeCga5GBtbU18fDxqtZqEhASGDx+uBD15eHiQm5uLgYEBjRo1ok+fPowaNYrp06eX1XCeS7a2tnTq1Em5zmZlZZGdnc2XX37JvXv3cHFxoUuXLs9soFj+34EnJTw8nNdeew0TExOGDBlC7dq1UalUfPfdd/Tu3ZuqVas+8PiiZQeNjY2fWN+EeBJatGihBI9BXgC2g4ODkk0L8rKZvfzyy8VKC+eXFb7ftoYNGxYLoC5Ybrjgtv79+z/Rn10hxMN5rFJWKpXqJb1ef+H/374B/PH/r9cDy1Qq1ZdAHcAGKDmETwghhBBCCCHEU/cwk1oFH9CsW7cOtVpNtWrVSrGXQgghhPgnc+fOLesulCoHBwcpSSL+lfuVPAGUbFQllR/L31cwMK2kSc0XRcGAh2vXruHq6lpo/5gxY/D39+fevXu89tprWFpaMnbsWPz9/Zk0aRLOzs5MmTIFgMDAQMLDw5k6dSpjxowpi+E8l+zt7bGwsECj0aBSqejTpw/m5ub873//486dO/j5+ZVqf/R6PcOGDePYsWOUL1+euXPn4ufnR1ZWFs2bN1cyTX355ZdK2y5dujzy5xUMIoW8EkS7du0q1gbySqkCdOjQodi+gkGiBcsOWltbP3LfhHiWPMkguMjISPz8/CQwR4gyoHqc6FqVSrWYvDJWekAHDM4P1FGpVOOAgUA2MFKv15ec57SA1q1b6/fv3//I/RFCCCGEEEII8eg0Gg3R0dEYGRkREBBAaGgoDRs2LOtuCSGEEOIZo9fr6datG0lJSYwbN47Bgwc/1HFpaWnExMTw5ptvPvRnabVaoqOjsbS0ZNGiRZQvX56IiAiqVatGYGAgt27donHjxsyePftRhyOEEC8EnU5HcnIy1tbWhIaGFsu48U82bNjAH3/8QUhICL/99ht79+7l5ZdfZsCAAfTv358JEyaQkpLC559/rpTZetZ4eXlx+/ZtGjZsyKJFi8q6O0KUKDMzk549e3Lv3j2qVKmCu7s7y5cvJysri5o1a7Jy5UrOnj3LgAEDqF69Ot7e3vzwww+4uLgQFRXF4MGD2b59O0lJSUybNg0vLy/27NnDmDFjyMrKIigoiAEDBqDRaHByciI6OpohQ4bQrFkzOnXqhL29PUFBQYXKpAohHo1KpYrX6/WtH6btY2XM0ev19/2J1ev1k4HJj3N+IYQQQgghhBBPRkxMDB988AEnT57E3NwcU1NTKlSogJmZGVeuXMHW1pYdO3bQtm1bRowYwaZNmzhy5Ai+vr40a9aM8PBw0tPTGTFiBP379+fUqVO8/fbbWFhYcPv2bRYsWEDt2rUZOHAgly5dombNmixZskTShwshhBAvoAsXLlCpUiUmTpxIdnb2Qx+XlpbG2rVrHzowR6/XM3bsWM6cOYOtrS1xcXEYGhqSm5vLqFGjCAkJwcnJiTFjxvD777/j5OT0qEMSQojnnk6nIyYm5h8zxdwv+8aRI0dYvnw5UVFRZGdn07hxY7799lt++OEH/vrrL86fPw9Ay5Ytn0r/nwQpOyieB+vWrcPZ2ZmxY8cydOhQjIyM2LhxI+XLlyc0NJSYmBhsbGy4fPky0dHRGBoa8sMPP+Dr68v48eOpU6cOf/75Jzk5OQwZMgQvLy/Gjx/P+vXrqVSpEp6envTt2xeAXr16ERYWhqenJ7GxsTg4OCgLsoQQpUvyVAkhhBBCCCHEf0BcXBxmZmaYmZlx4sQJzMzMUKvVbN68mbNnz7J27VqaN2+Oq6sr/v7+dO7cmaVLlzJq1CjUajXbt29n9+7dSvmM6dOn8/XXX7N27VouX74MwPz58/Hx8SEmJgaNRqOkGxdCCCHEi2X06NFs27aNoKAgZduIESNQq9V069aNGzdukJWVhbu7O2q1mh49epCTk8PcuXPZsmULGo2GK1eu/OPnXLhwgQoVKmBvb0+rVq2UoBwDAwOOHDnC2LFj0Wg0bN26VZkwFuJZpNPplLJEw4cPL+PelC2NRvOvAvrEw5s7dy6LFy8mMDCQ8+fP4+vrS6tWrTh37hw6nY6OHTvi6+tLZGQk0dHRtGvXjnbt2hEdHQ1AUlISt2/f5u7du3z77beYmJhw584dAOrUqUN+BQ4pgSPE4zl9+jTNmzcH8kp2pqenExgYSIcOHVi9erVyT2Nvb4+hoaFynJ2dHSYmJrz66qvUrl2bOnXqkJqaCkBiYiI+Pj507NiRixcvKvdZ+cfIz60QZU9+CoUQQgghhBDiP+Ds2bO8/PLLNGzYkAoVKigPWStXroypqSmmpqaYmJiQlpZW7Nj4+Hg8PDxwd3fn8OHDwN8PkgwNDbGzswPyVljOnDkTjUbDokWLlIAdIYQQQrxYJk2ahKenJ/Pnzwdg3759pKenExsbS+/evYmIiFBWf8fGxtK4cWNiYmIIDg7G09MTrVZLzZo1//FzRo8eTUJCAlFRUSxevBhvb28OHTpEeHg4Bw8e5M6dO/zwww/Mnj2bb775Bo1GQ+XKlTl79ix79uxBo9Hg4uLC999/D+QFBISEhNCmTRsWLFjwVL8jIe7n22+/LesulIrc3Nyy7sJ/TnBwMP369WPBggWkpqaycuVKPvjgA9asWQPA5cuXWbFiBQMHDiQsLIzNmzezefNmxo8fD0BERATe3t6oVCq6dOlCzZo1UalUmJubU6tWrbIcmhAvlPr16z83RF8AACAASURBVJOUlATAoUOHyMzMpFGjRmzfvp0ePXrcNwhOpVIV+j+gtG3RogW//PILWq2WhIQELC0ti7UFMDY2Jicn5+kMTAjxQJKnSgghhBBCCCH+A+rWrcumTZtQqVTk5uaSm5vLvXv3uHnzptLGyMhIeYBe8GHNtGnTmD9/PpaWltjY2AB/P0hq3bq1Eqxja2uLu7s7PXr0ACArK6s0hyiEEEKIMnLq1CmltEnr1q3Zvn076enpBAcHk5KSwqVLl7CxsVHuIx7WpEmTuHTpEqampqSmpnL9+nXeeecdVCoViYmJ9OjRAycnJxo3bkxkZCRHjx5l3bp1vPLKKwQFBf1jSYfAwMAn/l08rMjISAACAgLKrA/i6dq1axfvv/8+ZmZmSrYcAFdXV3bu3ElAQAAVKlTgjz/+QKPRMHHixDLs7aPJzMykZ8+e3Lt3jypVqtC5c2cWLVpE9erV8fb25tKlS2zatImMjAwiIiJo0aIFAGPHjmXnzp0MHDiQ4ODgMh7Fw9HpdISGhrJkyZIHtouMjCQ7OxsPD4+Hav+0NGnSBAMDAywtLTl58iRQOPuGSqWicuXKAMq2JUuWkJiYiKmpKY0bN2bChAls27aNtWvXFip7o9FoSncwQrxgunfvTs+ePfHy8qJixYo4OjqydOlS9u/fj7m5+b++XwL49NNP8fHxITc3l2rVqikBeUV17dqV7t27ExQUpDy7EUKUDgnMEUIIIYQQQoj/AGdnZ1avXs3p06fp1q0bI0aM4KOPPsLT05NXXnkFADc3NxYsWMCaNWvw8vJi2LBh9OzZkzfeeIPXX38dBwcHqlatCsBHH31E3759qVWrFlWrVsXY2Jjg4GAGDRrE7Nmz0ev1hIeH07Zt27IcthBCCCFKgbW1NZs3bwZg//79NGjQgKioKBo1asSyZcsYN24cer3+kVZp165dGw8PD+7du0dwcDC7d+9mzZo11KxZk82bN/Paa6+xZcsWkpOTmTlzJuvXrwf+LukAcPXq1UIlHYyNjaWkg3jqfv31V6ZOnYpGo+H06dPExMQUa+Pi4sLs2bPp1q0bKSkpSoaD58W6detwdnZm7NixDB06FMjLyhIdHY2hoSF37twhJCSEkydPMmHCBJYuXQrAG2+8wdSpU2nfvj0BAQGUK1euLIfxwih4jS0po0b+dU+v13P48GFatWrF2LFjlWNmz55NQkICp06dYtCgQYXOWTAwRwjxeExMTJSAt6FDh9KoUSMOHDhQrF3BwD6tVqu83rlzZ7HXjo6ObN26tdDxBY/Jfz1y5EhGjhz5BEYhhPi35F9SIYQQQgghhPgPcHNz4+DBg4W2+fv7K68jIyN5/fXXcXNzIzo6mkmTJjFz5kyGDBkCwMCBAwsda2Vlxe7du8nJycHFxYXatWtjZGRUZitChRBCCFF2HB0dWbRoEe3bt6dSpUosW7aM27dvM3ny5EKrvy0sLLh+/Tq+vr7MnTuXatWqPfRn5E8o16tXj8TERODvIKA7d+4wePBgFi5ciImJCZBX0mH16tWYmZmRlZWFsbExULykw+PQarXMnDkTvV7PtWvXGDp0KAsXLsTU1BRfX19ycnIICgoiLCwMjUaDs7MzPXv2JDMzk6pVq+Ll5fXE+iKePcOGDWPSpEksWLCA4cOHl9gmP4NMs2bNOH369HMXmJNf3hbAwcEBKJyVZfHixSxduhQDA4NCP3stWrTA0NAQKysrLl++zMsvv1z6nX8IJWU9ysrKwt/fn8GDB7Nt2zZcXV3x8PAgICCAsLCwMu2vnZ0dISEhJCcnK9e8kly4cIFmzZqRmZnJ9OnTlWxNjo6OqNVq1Gq10vbfZNfIzc2VoEfxwtFqtURHR3Pjxo0nWoqwa9eu3L59m4YNG+Lk5PTEziuEeHZJYI4QQgghhBBCCKWMQsEVVQ+SnJxMUFAQ6enpBAYGygpKIYQQ4j+kXr16xYJxZ82aVeh9lSpVSlz9HRUV9VifbWFhQceOHXF2dqZcuXIsWrSINWvWcOzYMfr16wfA8uXLH7qkw+PS6/X8/PPPTJkyhb1799KvXz9mz57NqlWrePPNNwu1nTx5Mg0bNmTGjBnPTfke8eiqVq3K7NmzOX/+PIGBgVSvXr1Ym8TERJo0acIff/zBO++8Uwa9fDz55W29vb05dOgQbdq0KRSYUVIGFsgbt6OjI3/99Re1atUqi64/lKJZj6KioggICCA4OJgOHTqwbdu2su5iIebm5sTGxhbaptFolNJT+dft0aNHc/ToUa5du0ZERAS2tra4ublRrVo17t69y7Bhw5gyZQoDBgzg7Nmz1K1bl6SkJHr06MH8+fNZtGgRAF9//TUtW7bE3t6eZs2aYWdnx9ixY0t1zEKUlicZlAOPfz8khHj+SOiqEEIIIYQQQvwHDRo0iCNHjgDwzTff0LRpU6Kjo0tsGx4eTocOHWjbti0JCQkANGrUiNjYWOLj4xk2bFip9VsIIYR40rRaLaGhoSXuc3V1LeXeiILyA4ACAgIICgpStoeEhLBr1y60Wi1WVlb069ePM2fOoNVq0Wq1WFhYKCUdtm3bpgTlaLVaJZj4YYOR/4mdnR0AderUKfT6rbfeUtro9Xpyc3OJi4tTsgS1atXqiXy+eHZ99913qNVqunXrpgRGFLV9+3bat2+Pvb39M5s15kG6d+9OXFwcXl5eXLx4kZSUlEL78zOwfP/994W2r1q1CmdnZ/r37/9Ml7EaNmwYK1eupF+/fly5coXY2FiMjY2VP8+SykU9DyZNmoSnpyfz589XtqWmprJy5Uo++OAD1qxZw549ezAxMSE6OhpbW1sgryzg+vXriY2N5eeff1Yy7Zw7d47vvvtOgnIekkajITs7u9C2kSNH/utSj6J0HDx4EK1Wq9wTajQaQkJCaNOmDQsWLABgz549aDQaXFxclOtdwXajRo0q84xaQoiyJ0sahRBCCCGEEOI/yNfXl9WrV/PJJ5+wadMmvL2979v2vffeIyQkhJMnTzJhwgSWLl1aij0VQgghhHh2qVQq7t27x9dff01WVhbNmjUDYMGCBXh6etKuXTsuX77Mn3/+SWJiIocPH+b69eukp6fTrl27Mu69eJpGjhzJyJEji23fuXOn8vqjjz6iYcOGpdmtJ8rExIS1a9diZGTE0KFDcXNzY9y4ccr+efPmFTvmSQXFlYaiWY/c3d2pW7cu3377LcOHD8fc3JwLFy6g1+s5fPhwWXf3sTRp0gQDAwMsLS05efJksTJlv//+O8nJySQmJtKxY8dCx9ra2mJmZlYW3X6m5Jc8mjRpkrItICCA0NBQ5edcp9MpC2QWLlyolIyeOXNm6XdYPLJevXoRFhaGp6cngYGBjB8/nvXr11OpUiU8PT3p27dvoXaOjo688cYbZdxrIURZk4w5QgghhBBCCPEf5O7uzrZt27h8+TKVKlV64IPUxYsXo1arCQoK4vz586XYSyGEEKL09OrViw4dOtCpUydu3rxZaN+IESNYvnw5er1emXzu2rUrqampZdRb8SxZt24d1tbWjBw5kkqVKgFgYGDApk2bSEpKwtbWlnfeeYfBgwdTr149/vjjD9LS0sq410LkBQnExMSg0+nw8/N7pHN07doVFxcX7ty5g5OT0xPuYdkqKevRxIkTOXLkCMuXL+fNN99k5syZ9OrVi6pVq5ZtZx9T0ew/+WXKAA4dOgTklS5r06aNkp1sy5YtAIXKl4m/jRo1itTUVHbs2EGLFi0A+PDDD8nIyOCTTz7hvffeUzKu5GfRCQsLIyAgAA8PDyVoR5S9S5cucfjwYdzc3MjOzmbdunV4eXmRlJSETqcjMTERKysrqlatyr59+7h48SKQV+6ta9euXL58GYDr16+j0Wjo2LEjI0aMKMshCSHKgGTMEUIIIYQQQoj/ICMjI+rVq8cXX3xB9+7dOXbs2H3bzp49m4SEBE6dOsWgQYNKsZdCCCFE6YmMjKRChQrMnz+fFStWKP/mvffeezg5OdG7d282bNhA3bp1mTNnDr/99hsRERGEhISUcc9FWdFoNGg0Gj7//HMCAwPx9vYmJydHKf+yZMkSnJ2d+e2334C8bAqfffYZHh4epdZHvV5Pt27duHLlChMmTKBr166PfK6SskGIRxcZGVkqn/OgP7f8wBxra+sS94WFhREZGUlubu59gy+ioqKeeJ+fFffLejR79mzldXx8fKF9AQEByuslS5Y8tb49bW3btiUiIgJ3d3fq1KnDq6++Ss2aNenatStqtRpDQ0Pc3Nz45JNPyrqrT4xWq2XmzJno9XquXbvG0KFDWbhwIaampvj6+pKTk0NQUBBhYWFoNBrKlSvH+++/j5mZGX5+flhbW7NixQpmzZoF5JWEXr58Ofv37+fu3bt4e3uza9cuMjMzqV69OiqVig8//JC6desW6oeNjQ2RkZEMHTqU3bt3S3a1Z0B2djZNmzZl8ODBjB07lvPnz6PVanF0dCQ8PJwWLVqwePFiatSoQUhICMeOHePWrVsYGhoSHR2tXGMPHDiARqMhLCzsuSp/J4R4MiSMVQghhBBCCCH+o3x9fZkzZw7dunV7YDtHR0fUarVSK10IIYR40eTk5DBq1CjUajX/+9//lAxxx48f5/Dhw/Tu3RtAyZKg0WiYPHky169fL8tui2dE/fr1SUxMBCAhIaHQvoLBDMbGxuTk5JRq3y5cuEClSpXYu3dvsaCc3Nxc5bVWqyU0NPSxP2/kyJHKGAue/0X0Ioxv7ty5LF68mMDAQM6fP4+vry+tWrXi3LlznDt3jqioKHx9fYmMjCQ6Opp27drRrl07oqOjuXnzJm+99RYALi4urFu3juTkZIYNG1bGoxL/pF69eixZsoSAgACCgoKU94ASNAB5pci2bt2KnZ2dElgwYMAAYmNj2bZtmxKUU7A8279x8OBBJWOMq6vrY47qydDr9fz88894e3uzd+9etm7diqWlZYkZ8n799VemTp1KTEwMAwYM4MSJE9y6dYvU1FTmzJlDcnIy169fp2LFirRv356//voLd3d3ypUrR+3atWnevDkODg54enoWOm9+dh0HBwdOnjxZKuMWD2ZhYQHk/ZlcvHiR7du3o9FoOH78ODdv3mTMmDHY2dlRpUoV5T7y7t27ODg4AFCxYkUAOnToQG5uLm+//fZzHbgnhHg0EpgjhBBCCCGEEP9R3t7e3L59m0qVKhEWFoaHhwcajUZZTZv/gHXevHns3LmTKVOmoNVqy7DHz45HSfe/cOHCB+7PX40M8Pnnn5OSkvLI/RNCCFGy+wUfHDx4kPT0dGJjY3nnnXeUVcyNGjWiT58+jBo1CgBbW1v69++PVqulYcOGUmZCANC9e3d27dqFl5fXA0tUaTQapkyZwsSJE0utb6NHj2bbtm0YGRkxf/58dDodHTt2VIIt9uzZg0aj4d1331WCix4kMTGRLl260LFjR9auXav8PEVGRhIZGcnIkSPx8PBQzq/RaAgJCaFNmzbKBPzzTKvV4uPjw2uvvcYvv/yCWq3G2dmZTZs2AeDk5MTw4cOxt7dXSh01b95c+W6XLFlCu3btcHFxITExkbi4OMaMGQPklTjp3r07kFcuSaPR4Obmhk6neyJ9nzp1Ki4uLri5uXHmzBkAzp8/j16v5969e1y9epWVK1dSt25d1Go18+fP5+7du6xYsYKBAwcSFhbG5s2b2bx5M+PHj6dy5crcuHFDyf6xa9cudu3ahbOz8xPpryh7gYGBqNVqduzYwRtvvPHEz+/g4EBgYOATP+/jsLOzA6BOnTqFXlevXl1pk3+PMGzYMFauXEm/fv3Yt28fZ8+eVY5p0aIFq1evJiMjg7Nnz7J7926OHTvGgQMHuHv3LleuXLlvH/KvF4mJiTRo0OCpjFM8PAcHBypXrszOnTtJTExk7NixeHl5odVqSUtL44cffuDatWsMGTKEtLQ0RowYgV6v5/vvv+ePP/4A4O233wbyAsEnTpzIsmXLmDFjRlkOSwhRBqSUlRBCCCGEEEIIUQoWLlz4wAncyMhI/Pz8MDAwYOzYsaXYMyGEEE2bNmX37t107tyZV155BUtLS2VfYGAg4eHhTJ06ldGjRzNixAjc3Nw4cuQITk5ONG7cuAx7Lp4FJiYmbNiwodC2/HI2BTNJuLi4sH379tLsmhJw7eHhQXZ2NgCXL18mOjoaQ0NDvLy8WL9+PfHx8fTq1QsvLy+ysrJ49913OXDgAJMmTSIyMpKjR49y7Ngx4uLicHNzw8rKio8++oiXXnqJNm3a0KxZM9RqNb179+bmzZu0b9+eXbt2kZiYSNWqVdm5cyeurq7MnTsXCwsLbt++zYIFC6hXr16h/mo0mmc+EPzevXv8+uuvuLm5ERMTQ25uLl26dKFz585cu3aN0NBQcnJyaNmyJTqdjgMHDrBgwQK++uorvvnmG+Li4khJSeHdd99lw4YNfPzxxwCsX7+e119/naSkJFJSUtBqtRw5coTw8HC+++67x+rzxYsX2bdvH3FxcezcuZPw8HDmzJnD2LFj2blzJxUrVuSnn37i0qVLpKSk4O/vT5UqVYiNjcXQ0BAAlUpF5cqVAZRt1tbWrFq1Cm9vb3bv3s2uXbuUQMZnVWRkJM2aNaN69eokJyfj5uZW1l16Zi1atOiRj9VqtXz11Vfk5uZy/fp1fvzxR/z9/cnKyqJ58+bMnj27xDJr/v7+6HQ6DAwM2Lp1631LqD0tKpWqxNdmZmYcOXIEgKSkJDp27EjVqlWZPXs258+fJzAwkB49ejB//nwgL6imf//+fPHFF9SpUwcjIyOuX7/OtGnT8Pf3Z82aNRw5coQmTZowa9Ysrl27xvHjx5k6dSo9e/akfv36NG3aFCcnp1IdvyiZsbExnTt3JiMjgzVr1hAREYFGo0GlUtGnTx+8vb2ZPHky+/fvx9zcHBsbG9q2bcucOXNwd3fHysqKunXrsnfvXj7++GOysrJKtaylEOLZIIE5QgghhBBCCCEASnwwKvJotVpmzJhBdnY2mZmZTJ8+Xdn33nvvcfDgQXJzc1m6dCl169bFycmJVq1asXPnTj7//HPu3btHUlISGo2GcePGsX//fjZt2kRGRgYRERFkZWVx8OBB3N3dCQoKYuvWrYSGhlKzZk369u3LzZs3cXBw4JtvviEyMpKoqChu3LgBwC+//FLoobEQQogHy8/4kZmZyerVq4mNjWX//v2UK1eOiIgILC0t6dy5M2q1mtq1a5OTk0NISAihoaG4urpiYmLC2rVrGTlyJH/++Seurq54enoyYcKEsh6aEA/F3t5eCaxITEzEx8eHtLQ07t69y8KFC9m5cyfHjx8v8VgDAwNWrFjByZMnWb58OW5ubsyaNYvmzZujVqsBaN68OSqViqZNm3Ly5Elu377N3bt3SUlJYe3atbRp00Yp7/E06HQ6QkNDn1iZkLCwMDQaDRqNBoCWLVty9epV4uPjad++PSYmJly+fBm9Xk/NmjWpXbs2AA0aNMDU1JQ6deqQmprKlStXsLKywtjYmHr16nHjxg1UKhXNmzcnISGB9evXM3/+fKKjo9FqtcrnvfTSS489Bp1Op5THad26NZ9++ik5OTnMnTuXffv2UalSJYyMjPjrr7+wtrZGr9djZ2dX6B4zNzeXmzdvAijlypydnZk+fTqLFy8mISGBo0ePUr9+/cfu79OUHzSn1WqJiYmRwJynbMOGDUyePJmEhAS2bNmCkZERfn5+nDhxoljbrKwszp07x/bt29Hr9c/U7zgmJiZs2rSJffv2YWSUN7X63XffsXbtWm7fvs2YMWOoXbs2FSpUoGrVqgDEx8ezdOlSLl26hIODA1lZWXz44Yfo9Xq+/PJLwsLCOHPmDKampnTr1o29e/dSp04d1Go1aWlprFmzpiyHLP5fwet/vnHjxjFu3LhC2w4cOFDs2MjIyGLbHrX0mxDi+SeBOUIIIYQQQgghnrjc3NxSX934tGVkZLBlyxZWrFjB5s2ble3h4eFUqFCB6OhovvvuOyZPnsy1a9cYP368suL8p59+olmzZsoKcBcXF0JCQjh58iQTJkxg6dKlODg4EB0djZGREVu3bgVg7ty5vPXWW/Tr14+goCD27NkDQK1atfjxxx8ZNGgQhw4dwt7evtS/DyGEeF4VvJ7PmjWrWGaKiIgINm7cSPny5QkNDSUmJoYaNWqQnJxMXFycUsIC8iZrvv76a9q2bSuBOeK5UfAeLb/cyr59+9iwYQOWlpY4ODgQERGBi4sL8HfZlr/++otbt27h6empBHnk5OTw448/cuXKFa5evcqff/5JSkoKd+/e5fTp06SlpXHnzh3mzp1LRkYGmZmZuLu7c/HiRVatWsWoUaPYuHEjEyZMoHXr1kpWn2eZgYEB1apVo23btkRFRWFoaEhWVhYqleq+2Tbyg3Z0Oh1ZWVmkpKRgbm4OgK+vL99//z05OTlUq1YNW1tbOnXqxLfffgvkBSs8rnr16inlcfbv30+DBg04ePAgpqam1K9fn7t375KZmYmVlRXJycm8+uqr/Pnnn4XOMX78eDp16oRer1fKsbm4uDB8+HDs7Oxo3bo1V69efey+FqTT6QpltRk0aBAffPABjRs3ZtKkSSQkJJCamsr+/fsZN24cY8aMISwsjJSUFE6fPk3Dhg25efMmx48fx8fHh/HjxxMWFoarqysLFy4kLi6O33//Xbn3Fk9WflknS0tL0tLS8PX1JS0tDZ1Ox/nz54u1NzY2xt/fHz8/P6ysrPjss89K9XfKggEY+QFckBecB/Daa68Vaz9y5MhC206ePFno/bx58/j111+ZNm0ax44do2vXrkyfPp22bdvy1VdfMWPGDAICAnj99de5ceMGTk5OJCUlkZubi7Gx8RMfoxBCiLIjgTlCCCGEEEIIIRQ6nQ4/Pz+WLFmCVqtFq9UyaNAgBg4cyK+//kpoaCht27YlLS2N7OxsgoKClFXEAF9++SV6vZ7WrVtz+/ZtvvjiC65evUpwcDBr164t28E9pvwJKAcHB+bNm4eFhQUA06ZNY+vWrWRlZSnlTGrWrEmtWrUASEtLK3auxYsXs3TpUgwMDB64EvTUqVN4e3sDeaub8x/0Fn3ILYQQ4uEVvJ6HhIRgbGxcKDNFeno6wcHBpKSkcOnSJWxsbLh+/TrOzs5A4cn2/Otx+fLlS3cQQjwhn376KT4+Ply/fp3z588zY8YMEhMT6dSpk3LfkZSURLly5cjKyqJGjRpcu3aNn376iUqVKnH+/Hm+/PJLJYNKdnY2Li4uvPrqq+h0OmrWrEnjxo1ZvXo1pqamjB49mk2bNtGhQwfWrVvHe++9R3h4ONu3byc1NZWOHTv+6zE8TGbDY8eOYWVlRbVq1WjXrh1ffPEFBgYGTJgwAR8fHzw8PGjQoAE1atTg0qVL/PTTTzg7O3P58mVUKhV16tRBo9EQGBhI+fLlqVixIpCXMebmzZtkZ2djY2PDn3/+iV6v5/r16yQlJeHt7a0E1hgaGvLuu+/Svn17DAwMmDVrFgDt27enb9++SnCfvb09FhYWhcqkBAcHP/ofMmBhYUGDBg1wdnamXLlyLFq0iOrVq3PmzBkqVqyIra0tlpaWvPTSS3Tq1ImtW7dib29P+/btlXN4eXnh5eVV6Lz169cnNTUVyAuaGTRo0GP1syidTlcoq42vry+rV6/mk08+YdeuXdSuXZuRI0cSEhJCTEwM/fr1A6BJkybMmzePTp06kZWVxfLly+nduzfjx49Xzh0cHIy1tfV/Ilvok8iMmp/5o2DAyj8p+O/l1atX6d69OwEBAfTt27dQkGu+nJwc+vTpQ//+/QkODmbfvn20bdv2kfv8rMgPiktMTKRfv37Ex8cDfwfJGRoaYmBgQFpaGt9//z1qtVoyOQkhxAtIAnOEEEIIIYQQQjyQpaUlvr6+BAcHc/fuXcLDw0tMyQxw7949Nm3aBICbmxt6vZ41a9bg6+tbij1+Ogo+UHV3d+fw4cNcu3YNrVbLjh072LJlC0uXLgWKr5Auum327NkkJCRw6tQpZQLD2NiYnJwcJTU6gLW1NfHx8TRt2pT9+/cTFBTE0aNHSzy/EEL8G0+jfKFGo1Eygz3LCl7P/f39uXr1aqHMFOvXr6dRo0YsW7aMcePGodfrsbW1ZcOGDbz77rtAydd2IZ5F9erVK1bSqeB7R0dHtm7dilarZfr06XTu3JmMjAzWrFmDn58f3t7eVK9eHUtLS5ydnUlPT+eTTz5hyJAhJCcn88svv7B48WKmTp2Kr68vX3zxBUuWLFGuLbt372bQoEEYGBiwY8cOGjdujI2NDdnZ2dSuXZsrV65gYGBAxYoVqVixIjVr1nykcT4os2FUVBQrV67E2tqaTz/9lKpVq3Lq1CnKly+Pl5cX5cqVo3Llyvzyyy98/PHH5OTk8PXXX1OhQgWuXbuGu7s7P/zwA8HBwaSlpXHo0CHMzMw4evQooaGh7Ny5k4SEBL7++mslm+GmTZv47rvv6N27N126dGHMmDEA+Pv74+/vX6jvBgYGnDt3rtC2ksqkPKqCWUBCQkIK7SuppMqzFKgyd+5cJatN06ZNSUhI4MiRI/Tp0wcDAwOioqL43//+B+QFXe7YsYPFixdjZmZGeno65ubmbNu2jb59+5KamqoEkInSZ2BgwIwZM1i3bt1929y6dQsfHx9ycnKoXLkyzZo1K8UePj3GxsaFrq3jx4+nffv2VKpUiWXLlgF5f3/T0tIwMTHByMhICQYWQgjx4pDAHCGEEEIIIYQQCmNjY2VVb8GADz8/Pz788EOioqKAkgNPAFq2bKm8bt++PXFxcWzYsIEVK1Y87a4/dQUfqM6YMYPDhw9TtWpVKlasiJubG82bN3/g8Y6OjnTv3p0PP/wQR0dH1Go1arVa2d+1a1e6d+9OUFCQsi04OJi3336befPm0bx5c9q1a8fRo0ef2hiFEOLfhBBuaQAAIABJREFUeF7LFhadIIuIiCiUmcLb25vJkyezf/9+zM3NsbGxwcHBASsrK1xcXDAxMXnus8AJUVTB4I18v/32m/Jaq9UWCnLJz6hjZGREUlISY8eOBcDT0xMjIyPCwsLQarWoVCoiIyPRaDRYWVnh7u7OihUr6NSpE9u2baN8+fLk5uaSnp5OamoqV65ceaT+Pyiz4aJFizAxMcHU1JRr165hYmJC7dq1ATAyMuLIkSPcuHGDNm3acPXqVfz9/UlKSuLixYt07NiR5ORkqlWrBoCtrS1mZmbFPr9oNsPTp08rZW8cHBweaUzi76w2r7/+OhEREezYsYMOHToQGBhIjx49OH78uJJ9JCEhgcOHD+Pj40PXrl1ZsGABAGq1mmnTphEUFFTo95b8oPj/iqSkJF577TWuX7/Opk2bGD16NMeOHaN8+fIsWbKEu3fv0rdvX7KysmjevDmzZ8/m3r179OzZk8zMTKpWrVosY9KDlFQW6v333y+xHfwdJBYbG/tY43zWlHRtzc+WVdCnn36qvI6Li3va3RJCCFEGJDBHCCGEEEIIIYQif/Uv5D28zRcWFsZnn33GlClT2LBhA+bm5sr+pKQkpexAwQnavn37EhISgrm5eYkTGM8bBweHQiuI81ebb9y4sVjbgquP87NHzJgxQ9lWsCxAvpEjRzJy5EgAevTooWz/9ddfC7UrmD4+LCzs4Qcgnhs6nY7k5OQyTWGflpZGTEwMb775Zpn1QTx9iYmJdOnShczMTFavXk1YWBgHDx6kcuXKLF26lAoVKtC5c2eysrKoWbMmK1eu5OzZswwYMIDq1avj7e1NrVq1mDBhAq1btyY7O7ush/SPSpogKykzxYEDB4odO3ny5ELvC2aPex4yBT0rHiZbk06nIzQ0lCVLluDq6lpiVg9R+ooGtRXMqPMwkpOTuXjxIi+//DIWFhb4+fmxZs0axowZg1qtpmXLlkpAzb/1oMyGX331FStXrkSv11O9enUyMzO5fPkypqamZGdnY2trS/PmzdmxYwcXLlxg0qRJTJw4kZSUFLRaLZ07d+ajjz4CuG8wYtGg9fr165OUlESTJk04dOjQvwpoEMWdOnVKWQDw9ttv8+677zJr1ixiYmIYP348hw4dIiQkhBUrVpCUlERMTAwqlQpLS0tMTExKPKednR0hISG89dZbL8QigoexYcMGJk+eTExMDHXr1mXOnDn89ttvRERE8OGHH7JlyxaMjIzw8/PjxIkTJCQk4OjoyLhx4x67nJoQQgjxXyeBOUIIIYQQQgghFFWqVKFu3bp4eHjQsGFDLCws2L9/P+fPn2fq1Knk5OQwb948evfuzRdffMG+ffsKlV4qqFGjRpw5c4bQ0NBSHoUQzzedTkdMTEyhwJzSzEyi1+tJTU1l7dq1EpjzgitY+mXWrFmkp6cTGxvLkiVLiIiIYPTo0WzcuJHy5csTGhpKTEwMNjY2XL58mejoaAwNDXFxcWH79u2kpqYqQZpCPK5z585JxoBnzD9l1MlXsExWwYC1/NcJCQnFjvHx8cHHx+ex+vegzIbffPMNly5d4urVq/j4+PD+++9jbW2NgYEBn3zyCcHBwQwaNIiNGzdStWpVDhw4wMiRI1m1ahXVqlXDwMCAZcuW4eHh8dD9CQoKokePHnz//fcYGBhgbGz8WOP7r8rPamNtba2UKDMzM+Ozzz5Typ+tW7cOV1dXQkJCOHjwIDNnzuSll14iJycHlUrF4MGDycnJUf4OFgxsf9GyszxIwaxOBw8eZO3atURFRZGdnY2TkxPXrl1j6NChpKWlodPpOH/+PMnJyUo2qlatWpVl94UQQojnngTmCCGEEEIIIYQASp5wybd48WIAPvjgA2VbSRNmRY+vXr06Xbp0eWJ9LCsP+m6EeJJ0Oh0TJ07k1KlT/P777+Tm5iqZSS5dusSmTZvIyMggIiKCFi1aoNFocHJyIjo6miFDhhAYGIi/vz86nQ4DAwO2bt3KwIEDqVChAn/88QcajYaJEydy5swZAgICyMzMxMfHhzFjxhAWFsZff/2FTqejXLlyHDx4EI1Gw6pVq6hZs2ahfi5cuJCBAwcCMHz4cL799tuy+LrEYypY+mXcuHFKiYnWrVuzfft20tPTCQ4OJiUlhUuXLmFjY4ONjQ329vYYGhoCedkj8idHi/49Ef8tWq0WrVb7UNncCmZr+vHHH3n77bcLZWa63zHDhg0jJyeHd999Fz8/vxK3BQQEYG5uTnx8PJ6enkyYMOEJj1SUFY1GQ3R0dIlB4f8ms6FGoyEtLa3QeQoGFOUrqXxowexN+Vmz/o+9ew/I8f7/OP7shEjlUIscCrFRlJw7uDsgISxjJqRoNKf5zjAhVlobGzsQQkbIac6Kyl3KYeuozTEVOjiLQqnufn/061opGxvCPo9/dnXd13Xdn+u+7vu+7rle1/vdpk0baV75+1+hUBAZGYmysjIDBgzAwMDgr3dOqFZ5VZu0tDQaN26MlZUV9evXZ/PmzeTm5lZZ3tfXFzc3NwoLC1FTU2Pnzp3069cPT09PPvjgAyZOnFgDe/F6qFjVSVtbmzFjxvC///0PgKKiIr7//nuGDBmCq6sro0aNkio/JScn4+joSGJiIj169Kip4QuCIAjCG+/NawItCIIgCIIgCIIgvBEGDBiAnZ0dtWrVqumhCMIbIyMjA319fUaPHs3atWu5ceMGW7Zswc3NjWnTphEVFUVwcDBLliyR1hk+fDgxMTFs2LCBoqIiMjMziYqKki4IAlhYWBAdHU1CQgJZWVn4+/uzcOFCYmNjiYyMJDs7GwAjIyPWrVuHuro6ffr0QS6XVxu2WLdunTQtQjlvroqtX0aPHk18fDwAcXFxtG7dmrCwMNq2bUtUVBTOzs6UlpYClVu5KBQKHjx4QGZmJjdv3nz1OyG8cZKSkjh58iQAN27c4Mcff6Rdu3YAnD59mn379lVa/s6dO1hbW2NjY4OHhwfHjh3jhx9+oKioiHnz5hEcHFxpHpQFL2JiYqq0gxSEf0KhUDz3Ovn5+fTu3Zvu3btjamqKvr7+SxjZ209LS4vo6GipstuxY8c4ePAg2traGBgYSIGq8sBUmzZtOHToEJGRkYSFhaGhocGwYcOIiIj4T4dynqSpqUlGRga2trbY2tpy6NAhbG1tWbp0KUOGDOHBgwcADBkyhOPHj9OvX79qg1CvM5lMVqXF5vTp0ykpKamhEQmCIAj/daJijiAIgiAIgiAIgvBSHDhwoKaHIAhvnNWrVxMZGYm6ujoRERHk5eWxceNGrl+/zvr167l27RpGRkZoamoik8lIS0tjwoQJTJo0CWVlZcaPH09WVhZ6enq4ubmRlZXFqVOn+P333zl//jwmJiacPHmSrVu3kpCQwJAhQzAzM8PLy4vExESUlZW5evUqMTExqKiocPPmTT755BOuX79O7dq12bFjB1u3biUlJQWZTMYPP/zApEmTiImJEZUr3kAVW7/s3LmT+fPnV6pGkJ+fj6+vL3FxcWhpaWFkZFRlG7NmzcLa2prOnTujp6dXA3shvAhyuZylS5dSXFxMYWEhO3bswNvbm6SkJDQ1NQkODubu3bu4ubnRsGFD0tPT2bNnD82aNcPNzY0rV67QsmVLmjdv/kzPV69ePQ4dOsR3333Hpk2byM3NpVmzZuTn57N582amTp0KlAUisrKyOH36NL179+bnn39m7NixGBoacuPGDe7evStVIimfB3+2bFFXV3/xL9Z/kEwmq9SW6lVRKBR4eHhw8eJF6tatC8C8efMqVYnz8/OTqsk5OztL1eQsLCwICwvj448/JioqipSUFL7++mv69esHwOzZs4mJicHNzQ0PDw9SU1Px9PSksLCQPn364OXlhaurKxoaGly4cEFqo/SsNDU1OXbs2At/TQThn6hY/dPV1RWAcePGVVkuJSWlyrwnw5I1KSMjg7S0tErtXp/HsmXLXvCIBEEQBOHZiWCOIAiCIAiCIAiCIAjCa8LDwwM1NTXq1q1LREQElpaWuLm58fDhQ7Zu3UpcXByfffYZ9+/fB0BHR4eoqCipZdzVq1dJSUlBVVWVjz/+mFu3bqGrq8ukSZMIDg6moKCA7OxsrKysmDFjBr6+vhQUFGBubk7Dhg2ZM2cObdq0kYI4Ojo6BAUFUbduXQIDAwkJCcHDw4Off/65ykXa8soV+vr6WFpaMmLECKDsYtDy5cvp3r27COa8Rqpr0ffTTz9V+ltbW5uEhIQq61Zs+eLk5ISTk9NLGaPwahUUFHDkyBGpMsWDBw+Ijo5m06ZNBAQEMGLECO7evUt4eDhbtmxh586d9OzZExUVFcLDw1m8eDGPHz9+pucqb6mipKRERkYG3bt35+DBg3z88ceV2gfdunWLR48eYW9vz7lz52jYsCGPHz8mLS0NXV1dtLW1pUpj5fMqbv+/TKFQVKpu9Sbas2cPurq6BAYGolAosLW1Zfjw4Xh7e9OnTx/c3d2ZNm0ac+bMITU1lQULFhAcHAzAsGHDmD9/Pk2bNuXMmTOUlJQwceJEKZgzdOhQ/P39sbKywtXVlblz57J27VqaN2/OyJEjyczMBMoqzv3444819hoIgvCnjIwMIiMjqw3mPEuQr7wdno+PD5mZmWRkZGBgYEBgYOCr3hVBEAThP+jN/mUuCIIgCIIgCIIgCILwltHV1SU+Pp7CwkLpourGjRu5ceMGXbt2ldoPQVnVidq1a6OsrIyysjLDhw9HX1+f5s2bc+XKFRo0aEDDhg2JiooiOTkZfX19rl+/jp+fH/Pnz+f333/nvffeQ1NTk6ZNm0rbVVdX586dOzg7OzNlyhSsra358ccfpZZX1SmvXKGmpiYqV7wkcrkcLy+vSvOSkpJYu3ZtDY1IeJuYmZkBYGpqyoYNG+jcuTMAXbp0ITU1FYD27dvz888/06RJE3Jzc0lLS5PWMzc3JyMjo9J7tLS0lAEDBmBtbV2pfUh+fj4ODg58/fXXdO7cmePHj6Ovr09KSooUrgFo3LixFFQMDw+nUaNGWFlZ8cknn6CmpsaiRYv46KOPsLS0lOb9lxQWFuLk5ISDgwMffvghQUFB2NjYMGzYMIKCgggPD6dHjx706NGD8PBwACwtLaX1y8N5MpmMOXPm0LVrV+n7ZP/+/Zibm/Pxxx9XaQfzpKcd53/rwoUL9OrVC/izhZ6xsbF03oOy86O1tTXjx4+vdI4qX+7dd9/lnXfeoWnTpty9e1d63MzMDBUVFVq2bMmNGzc4f/48o0ePRiaTcfbsWbKysoCy9/WbqLrzRXXKgw7PIigoSAQYhBq1evVqNm7ciJ2dHVOnTsXa2pqBAwdy7949nJycOH/+PEpKShQWFlJQUMDw4cP56aefqgSPATp06EB4eDhXrlx549p0CYIgCG8mEcwRBEEQBEEQBEEQBEF4TaipqaGqqsq2bduwsrKSKpOsWLGCrKws4uLiMDQ0lKrVREZGoqpaVhA5IiICd3d3bty4gaOjIwsXLkRVVZU7d+7w2WefYWpqiq+vL61ateLmzZvI5XKMjY2ZN28eAGPHjsXe3h41NTUUCgVhYWF88cUXlJSUEB0dzSeffEJpaSlQfTWK8soVRUVFonLFC6BQKJ5pOVNTU9zd3V/Z8wlvr/LQX3JyMqNHjyY+Ph6AuLg4WrduDZR9noOCgigtLaW0tBRDQ0NpvcTExErbUygU5OTkUL9+faKjo1FRUQHK3rPdu3cHytr9DBgwgEGDBlFUVIS2tjZr1qyhWbNmWFhYoKyszObNm7Gzs2PGjBmYm5tz6tQpxo4dC5SFK44fP15pXlBQEG3atAGokfZLr9Lu3bvp1asXoaGhNGjQAIAbN24QEhKCm5sb3t7eHD58mMOHDzN//vy/3Nbw4cOJiYlhw4YNAPj5+REVFYWXlxfXrl37y3WrO87Ved7vmXbt2nHy5MlK6z55TlmxYgVyuZw1a9ZI56iKy1VcvuLjycnJlJSUcPnyZXR1dWnXrh1btmxBLpcTHx9P165dAd74qkN/pzyYU/HYPO04nTt3jl9++eVVDU14Drt37+bOnTs1PYyXzsPDg9GjR/PVV19JVd0+/PBDAgICMDIyol69esjlcn766SeuXLmCsbExZ86c4cGDB1W2VR4cb9q0Kffu3XvVuyIIgiD8B4lWVoIgCIIgCIIgCIIgCK8JY2Nj5syZQ1paWqXKD926dcPa2hpra+unrpuXl4eTkxMlJSVoampiYmICwPXr1xk5ciT9+vWjWbNmzJo1i7Fjx/L48WMGDRqEvr5+pe3o6elx584dhg0bxrfffktqaioODg40b95cWrZ58+Y4Ozvj6+srrVdeuaKkpOQ/Wbnir8ycOZOxY8eSnZ3NrFmzSExMZOzYsbRq1YrIyEgKCgoICAjAzMwMmUxGt27dyM7OxtnZGT8/PzQ0NPjss8+oW7cuKSkpDBo0iDt37hAWFkZcXJzUlqFTp060b9+eCxcuEBAQQKdOnXj//fd58OABOjo6bNu2rUqrh0ePHknPt2bNGtzc3Lh+/To6Ojps2rQJFxcXVq9eTUhICIcOHeKXX35hwIAB7N279y8vwAtvloCAAAoKCujSpQvnz58nIyMDCwsLWrZsSV5eHq1atcLExIRbt26RlJTEjBkzaNWqFS4uLuzbt49t27ZhaGhIx44d2bdvH5GRkZw5c4Y6depQUlLC+PHjAdi+fTsqKirUqlWLa9euERQURHFxMV9++SWlpaVSGFFbW1uadnR0xNHRscZem9dZeno6HTt2BMoCTwCdOnWSPptKSkpoamoCVPm8VgypQNn5R01NTQqiKCsro6GhgYaGBjo6On85js8//5yjR48yfvx4PvzwQ+zt7XF1dcXb2xu5XM6hQ4fIz8/H19eXsWPH0qlTJ5KTk9mwYQOmpqYMHz5caqG4Y8cONDU1WblyJRs2bODy5cuEhoaipaXF77//jr29Pe3bt5ee+1nOj9XZvn0706dPZ9y4cdSqVQtfX1/c3NwoLCxETU2NnTt3Ptf2XkfJycn079+fwsJCtmzZwkcffURRUZF0Prh69SojRowgPz+fnTt3kpeXh5KSEgqFgvj4eMaPH8+xY8eoXbs2U6ZM4dGjR5w8eRIbGxtMTEz4/vvva3oXhf+3e/dujI2NadiwYU0P5YV68vfTd999x969ezl37hzJycl0796dWbNmkZqaSmhoKA8ePMDIyIjr169TUFBAYmIiq1ev5urVq4waNarStp8W2ntVKrYbfBtaDwqCIAh/TwRzBEEQBEEQBEEQBEEQXhNaWlpER0dXmb9mzZoq8ypWgiifrm7dAwcOSNUjAFq2bFmlioS3t7c0raKiQlhYmPR3TExMlW1u3ry5yuPllSsqCgoKqna8/zW9evUiNjaWEydOkJeXR15eHtevX2flypUsWLCA1NRUFixYQHBwMMXFxTRo0ICvv/4aFxcXhg0bxueff05paSkdO3akVatW7Nu3D19fXyIiItDS0pKe5+rVq8TGxnLv3j1sbGyYO3cujRs3Zv/+/ZSWlhIUFMStW7fQ1dUlMDAQhUKBra0tQ4cOpWfPnvzwww84OTkxcuRIVq5cyY4dO+jRowcnT54kLi4ONTU1ioqKUFFReWGhnNzcXCIjI3n//fdfyPaEf6ZDhw7cv38fGxsbdHV1qVWrFgYGBuzatYu6detK79HQ0FBkMhnh4eGoqqoyYsQITp06RfPmzRk5ciQDBgzg+PHjlJaWkpuby/bt25k7dy5ffvklrq6u5ObmsmDBAr799lsePXpU07v9xjM0NCQlJQVHR0dOnz5N165dK13cVSgU3L9/H0BqMVVaWkphYSHnz5+vtK0nK9EoFAoePHjA3bt3uXnz5l+Ow8fHB4BmzZpV+7i2tjYhISEAXLt2jVOnThEfHy8Fc4KCgqhbty6BgYGEhIQwePBgtm/fTmxsLCoqKigUCmbOnImPjw89e/Zk1qxZ+Pn5AX9/fqx4Diufru581KZNGw4dOlRpXsVz2JuooKCAI0eOEBISwrp169i/fz/q6up4eXkRGRmJkZER6urquLu7M3ToUJycnNi1axeXLl3Cw8ODpk2bsnz5ch49eoSWlhZ//PEHqqqq1KlTh5SUFK5fv14l7KOiosK4ceO4evUqLVq0oEWLFpV+Ywhljh8/zqeffkq9evVwdnamZcuWtG3blh49enD79m0WLFjAwIEDadiwIZ6enhQWFtKnTx+8vLxYv349GzZsID8/n8WLF/Puu+8SGhrK2bNnGTZsGDNnzqzp3Xthyn8/5eTk0KRJE4qKisjPz2fq1KkEBQXxxRdfMGbMGJycnHjnnXd48OAB165do2fPnjx69AgzMzM8PDzw8/MjODhYat/3qmRnZzNq1CiKioro2LEjw4cP59tvv6W0tBRPT08WLlyImZkZ6urqTJ8+HVdXV6lF4axZs+jfvz+HDh3iiy++4NGjR3z33Xc4ODgQGhr6SvdDEARBeDFEMEcQBEEQBEEQBEEQBEEQXiILCwtmzpxJTk4OxsbG7Nmzh3feeYeNGzcSHByMsrKydFG8uLiY06dPA+Dl5UXv3r05c+YMc+fOBf5svaCvr09ubm6lYE6bNm2kCheFhYXo6+tjYmLCqFGjMDc3Z8aMGfj7+9OrVy/gzxYt5ubmAJw9e5b4+HhWrVpFQUEBI0eOxMLCggMHDvDo0SM6depESEgIZmZmL+y1yc3NZdeuXc8UzBF3lL88xsbGbN++nUaNGjFq1Ki/fI9WdP78eUaPHg2UHcubN2+Sn5+PlZUVAB07diQvL4/Lly+jr6+Po6Mjt27doqSkhBs3brzSfXwbDRkyhA8++IB+/fqhoaFBVlZWpcfnz59P3759KS0tZdGiRQC4urpiaWmJg4PDX2571qxZWFtb07lzZ/T09J5pPE+rQFH+HQNl31N16tSRvsNKSkqYOXMmKSkp3L9/n6FDh5Kenk7nzp2lAKCysjJnz55l9uzZKCkpkZ+fT7du3Z5pTP9l5d/VpqamHDlyBHd3d7Kysrh+/TpGRkYYGRnRunVrlJWVuXTpEhoaGpibm9OgQQMWL15MdnY2Bw8epKCgAGdnZ5o3b45CoaBBgwY0aNCg2rCPpqYmtWvXJjw8HH9/fxHAe4qDBw/i7++PTCYjMTGRbdu2cevWLbp27cqZM2dISkpi3rx5uLi4sHbtWin8mJmZyYgRIxg3bhz37t3jgw8+4PDhwzg4OODl5VUpiP02KP/9pFAoGDVqFOnp6Tx48IAZM2aQnZ3Nzp07UVVVZeLEiYSGhuLk5MQvv/xCcnIyRkZGUnuv8rBSeSivYljsZQbwGjduzJEjR1BVVcXFxYWLFy/y+PFjKVgzZcoU5s6dS7Nmzfjkk09YuHAhVlZW9OvXj9GjR9O2bVvOnz/PlStXUFVVJSsri+bNm7+08QqCIAgvlwjmCIIgCIIgCIIgCIIgvKXe9Lv93xa6urrk5OSgoqJCXl4enp6eNGnShLi4ON555x3y8vLIyMigpKSEnJwc0tLSkMlk2NvbU1BQQHJyshTMUVJSIjU1lSVLllBUVISlpSVNmjThiy++IDExEWtra5YtW0bt2rUJDg7mypUrGBoaEhoaSnZ2NvXr1yckJIRVq1ZRVFREcnIyubm56Orq0q5dO+zs7HB2dgagqKgIgGnTpmFhYYGFhQXTp0/H39//X70eFSsFnDt3jpKSEmQyGdu3b2fdunXs3buX2rVrExQURIsWLejUqRMmJiYYGxtz7tw5tLW1+e2333B0dCQnJ4cTJ07wySef4Obm9u8O1BumvHLNpk2bMDExoXPnzgwcOJC8vDwOHTpE3759adq0Kdu3b//bbQ0dOpSVK1eipqaGhYUFQ4YMYdKkSaxYsYLExEQuXbrEhAkTAFBTU6OkpARVVVXatWvHsmXLaNKkCSUlJURFRaGhoSFVYzl9+jQaGhq0bNmSyMhIgoKCuHnzJpMnT66R1iFvm9q1a7Nr1y5UVVWZNGkStra20ncFQL9+/ejXr1+ldSZMmCAdy3LVVWBzcnLCycnpucajpaVFTk4OpaWl/PHHH9L8ioG6J8M7SUlJPHjwgOjoaNasWUNWVhatWrUiMTFRCuMpFAratWuHi4uLFPIpLi5+rrH9FyUnJ0v/NTQ0pKioiM2bNzN37lzp86eiokJJSQmtWrUiPz8fZWVl4uLiaN26NSNHjuSjjz7i8ePH9OrVC5lMhrm5OZs3b+a9997DwsKiStjn9u3bldqrnThxosb2/3Xm6emJj48Pa9euZfLkyaSkpHDv3j1mzJjBsWPHUCgUqKmpVQk/ZmVl8dtvv7F8+XJKS0vf+oBj+e+nZs2aSeemRYsWsWLFCjIzM6Vzk7a2NgBffPEFM2fORF1dnc2bNxMUFESzZs0oLCyskfHfvn2bSZMmkZubS0ZGBkZGRnTu3LnS/pVXGrt06ZL0mJmZGenp6VhYWBAVFUXt2rWpXbs2R44ckcLVgiAIwptH3GIiCIIgCIIgCIIgCC+ZQqFAV1cXLS0tHj9+XNPDEQShBjRp0oRWrVqhrKxM/fr1GT9+PHXr1qWgoIA+ffpQt25dIiMjadKkCfb29sjlcvLy8oCyi9qenp7StubOnYubmxtz5swhPT2d+/fvExsbS/v27WnSpAkTJkzA2toaPT09Hj9+zI4dO9DS0qJevXr07NmT27dvExMTg7KyMk2aNJFawXh4ePDLL79gZ2eHra0tCQkJqKmpUatWLSwsLOjWrRvnzp2jR48e/+q1KK8UEBkZSWxsLH369EEul1NSUiLNW7RokdSqJjMzk1WrVjF79mwAevfuTWxsLD///DPu7u4cP36ctWvX/qsxvclcXV0xNzcnJyeH+vXrEx0dTXJyMlZWVs8UyinXpEkTTExMMDAw4ObNm/Tq1Ytu3bphbW3N+vXrpeUGDBjAkCFD2LlzJ76+vri5uWEn5vCfAAAgAElEQVRra4ujoyOFhYWoq6vTo0cPevXqxdKlSzE2NqZJkyb07NmTAQMGMHv27BfWCk0oOx4WFhY8fPiQnj171uhY3n//fZYtW8bw4cNp0KDBM63Trl07UlNTcXBw4NdffwVAR0cHZ2dnevXqhY2NDRcvXuSLL77Ax8cHW1tb7O3tuXr16svclbeCmpoaDg4OrFixAhcXF/bu3cvAgQPJyMiQltHW1iY2NpalS5eirKyMTCZj8+bNrF69mhUrVqCtrU2jRo2wtLQkJyeH6OhounfvTps2bTA0NKRt27ZERUXh7OxMaWmp1F4NkKq/CVU1aNCAFStW4O/vj7e3N8rKyuTm5iKTyVi/fj0mJiZA2edjy5YtyOVy4uPj6dq1K35+fhw6dIg9e/ZIobfywOSb6Nq1a/j6+j718Wc9N5WbOHEi1tbWLF++nEGDBtGjRw82bdrElClTXuZuVGvz5s0MGTIEuVyOhYUFvXv3rhRUrDjdqlUr4uPjAUhMTMTAwAALCwtWrFiBqakp3bp1Y9myZSKYIwiC8AZTep3uTOjSpUtpXFxcTQ9DEARBEARBEARBEF6ohIQEhgwZwpUrV/5yueLiYlRV/3lxW9HmRRBeb3K5nIMHD/L1119z/vx5vvnmGx4+fChVG5gzZw69e/fGy8uLTZs2AWBpaUlMTEylaVNTU+nu8NzcXFatWsWtW7cYN24cH330Eb6+vnzzzTdYWFjQp08fXF1dWbhwIevXr8fS0hJVVdUq4wgMDHxlr0N2djY+Pj7k5eUxZcoUvv/+ezZt2sTJkyfZuXMn33zzDQUFBQwaNEi6O/z48eNAWQhl7ty5GBkZIZPJOHLkCGpqapVep7eVQqHAw8ODixcvUrduXR49ekR4eDg+Pj5YWloSFBTEkSNHGDRoEOfOnePq1auMHj0aHx+fmh468Oc5LiQkhLS0NObMmVPTQxIE4TnI5XKWLFlCcXExBQUFbNiwgaFDh9K0aVO0tLSk8824ceO4cuUKTZs25d13361UxUkos2zZMnbt2kV+fj6zZs3izJkz5Obmsnz5ciwsLJg9ezaDBg0iNTWVKVOmUFhYiJqaGjt37uTbb79l3759dOvWjaSkJGJjY9mxYwcrV67kgw8+YOLEiTW9e8L/S0xMZMyYMbRu3RqA6dOnS+dtqPwb7/Lly4wdO5bHjx8zaNAg6RzZsmVLdu/ejYaGBj179uTWrVs1szOCIAhCtZSUlOJLS0u7PMuyopWVIAiCIAiCIAiCILxkzs7OZGZm0rBhQxQKBcXFxfTq1YvDhw8zfvx4Dh8+TEFBAT/88AOurq7o6+uTmZnJtGnTWL9+Pfn5+URFRdG1a1cCAwPZsGEDAMuXL6dz586V2ryUV5QQBOH19HetRZ68671i25dyT7YPUlJSorCwkLZt26Krq8v+/furrPvkzXkVx1F+wehVKa8UkJ2dzahRo9DT0wPAwMBAGld5KxWgSuCw4n5V9/q8rfbs2YOuri6BgYEoFApsbW0rPV5+oS8wMBC5XF7p4t/rYO7cuZw4cQIVFRW2bdtW08MRBOE5yWQyZDKZ9P3SsmVLEhISqiy3Zs0aVFVV8ff3p0WLFtJ8V1dXvLy8aNOmzV8+z7p169761oTTp09n+vTp1T4WGxsrTbdp04ZDhw5Venz+/PnMnz+/0rxhw4YxbNiwFz/Ql0Aul7N06VKKi4spLCxkyZIlfPvtt2zatImePXtibm5OTEwMX331FQ4ODjU93H/FzMxMqiBVTiaTSdMVA8UtW7as1Faw3OXLl6VpEcoRBEF4s4lgjiAIgiAIgiAIgiC8ZBs3bmT06NHEx8ejra2NsrIyDRo04M6dOwDUq1dPqqYzcuRI4uLiCAkJ4dNPP+X+/ftMmzYNHx8f1q5dy969e4mOjubu3bu4ubmxe/duMjMzOX78OPXq1avJ3RQE4RmUtxapWG0gLi4OLS0tjIyM0NPT486dOwwbNozVq1fTvHlznJ2dK7V5KG8fVPEOemdnZ5SUlDh06BDbt2/n7NmzzzyOnTt3vuzdrmTVqlWVKgWsW7dO2l8bGxt69epFrVq1pBCiUObChQtSC4s3sTqav79/TQ9BEIRXwN3dnfT0dDQ1NdmxY8dzr/9fCOb81xUUFHDkyBFCQkI4fPiwNP/27dvMnz+foqIiJk+e/MYHcwRBEAShIhHMEQRBEARBEARBEIRXJCYmBnd3d4qKisjLy5MunJubm0vLaGhooK2tTYcOHdDV1UVVVRUjIyNOnz5NWloaycnJ2NjYVNpuu3btRChHEN4A5dUGKqqu2kBYWJg0vXnzZmm6/M7q6u6gr7gOgLe3tzQdFBRUaZ5cLsfU1LTGqqk8WSlgxIgR0vScOXOqtDiqeEd5+b4Ale4sf9vbWEHZd/3JkycZOHAgCoWipocjCMJ/WHJyMv3796ewsJDJkyeTkJCAj48PQUFB2NjYsGHDBry8vLCzs6N27drs2rVLWvfo0aMEBgYSFBREWFgYX3/9NcXFxcyfP5/Hjx+TkpKCTCZj7ty59OnTpwb3UnhZzMzMADA1NWXNmjVS5TwdHR10dXWBsladgiAIgvA2EcEcQRAEQRAEQRAEQXhFvLy8mDt3LtOnT0dTU1NqLaOiolLt8k+2oTE0NKRr167S3cdFRUXAm1k5QRAEQXg+Tk5O7Nu3D2trazQ0NGp6OK9URkYGaWlpVdp3PU1ubi6RkZG8//77L3lkgvDiPdnq58ngC5QFPd3c3GjcuDEXL15k3rx5BAQE8PDhQ8LCwrh58ybjxo1DU1OT69evs2XLFgwNDV/YGCtWPLlw4UKVxxMTE0lLSyM2NrZSK8WoqCgiIiLYsGEDKioqLFmyhMjISBQKBf379yciIgITE5NqW/q8bpKSkoiPj8fd3f1vl/X29sbS0hJ7e/tXMLLXX8V2mnZ2dvzxxx/AX7fgFARBEIQ3nQjmCIIgCIIgCIIgCMIrMnz4cGbPns3SpUufGsb5Kzo6OgwYMABra2tUVFSwtbVl3rx5L2Gkb7bnvYArCP811VXuEV5/ysrKrF27tsr8itWRNm3aBLx9xzgjI4PIyMjnCubs2rVLBHOEN9bfBV8A7t69S3h4OFu3bmXDhg0cPnyYxYsXExYWRufOnbl27RpHjhwhPj4ef39/AgICXtj4KlY8CQgIwMLCAigLUygpKVVqvVcxbLFw4UIiIiJQU1Pjxo0bnD17Vgqr3Lhx440KY5iammJqalrTw3hp5HI54eHhT62uJ5fLkcvllc5Bz6piO82lS5dKwRxBEARBeJuJW+oEQRAEQRAEQRAE4SWztLQkPT0dLy8vCgoKuHr1Knfv3sXS0pLAwEA2bNggLXv//v1K60BZ25fyNi3jxo0jOjqao0ePSqGc/0ILl+dRfgFXEIQ3w7/9zH711VdkZWU98/KWlpbI5XK8vLyYMmXKU5dzdXUlNTW10rzdu3dz584doCwQEx4e/s8GLTyX1atXs3HjRuzs7Fi0aBEymQxbW1syMjLIyMjA1taWYcOGYW5uTmZmJqtXr+bIkSPIZDJu3rxZ08MXhOdWMfhSsVVhxeBK+/btUVZWpmnTphgbGwPQtGlT7t69C4CJiQmqqqqYmppW+S77typWPOnbty85OTkApKSkAH+23nty3EFBQUyaNIlbt27RuHFjTExMiIiIQC6Xk5ycjJKSUqUgz+us/DzSqVMnxowZQ6dOnUhKSgJg5cqV9OjRAxsbG86fPw/A1q1bsbe3Z/z48TU57NeCqakpoaGhyOVyzM3NpVBpxf+neROqJgmCIAjC8xDBHEEQBEEQBEEQBEF4wwQFBaFQKABxkbg6FS/gTp06FWtrawYOHMi9e/f46aef2L9/PxcuXKBhw4aUlpYyf/58fv3115oetiDUiIyMDFxcXF74dp8nLFNdMKf8O+5ZzJ49G319/ecaX7kffvjhuZav+J0rvDoeHh6MHj2aZcuWkZWVhVwu56effsLPzw8oqxyybds2ZsyYwc6dO/Hw8KBPnz7I5XJ0dHRqePSC8Pz+LvgClSvRVNcC6Pfff6ekpITk5GRat279QsdXXvFkxYoVeHh4kJ2djaOjoxSEMzU1pWXLllhYWGBra8u9e/cAaNGiBd9//z0uLi48fPiQGTNmYGdnh42NDdOnTwegW7duDBkyhGPHjr3QMb8s165dY/Xq1axYsYINGzZw48YNtm/fTmxsLEePHsXIyAiADh06EB4ezpUrV8jNza3hUVeVnZ2NjY0NlpaWeHp6AmXvv/79+2Nrayud+9zc3LC3t2fjxo3Suv7+/tKxvnLlClD2HnB1dcXExIRffvmFAQMGYG5uLr1HAgMDsbKywsrKioSEBIBqQ06CIAiC8LYQrawEQRAEQRAEQRAE4Q0TFBSEi4sLysrK7N69G2NjYxo2bFjTw3pteHh40KpVKwYPHkxAQADR0dFs2rSJgIAA+vbty7Zt27h16xZdu3blzJkzJCUliZZggvACKRQKZs+e/czLr169mtjYWE6cOIFCoaBRo0Y4OjrSokULvLy8APDx8cHe3h6ZTEaXLl2IiYnBzc0NDw8PXF1d8fLyokmTJowdO5abN2/SqlUr1q9fz7Rp00hKSkKhUBAcHEyLFi0qPbelpSUxMTHs3buXhQsXYm5uzpkzZ6S79n/44Qfi4+Pp06cP48aNIzQ0lLNnzzJs2DCgrALCV199hYGBAYGBgVy5cgVXV1cKCwtxcnJi1qxZ0vjatGmDTCaTQiUbN25EXV2dpUuX8t577+Hm5sb169fR0dFh06ZNqKmpvaAj8vY4e/YscrlcatPVpEkT4M/KIfr6+i+8Mogg1ISKrX527tyJi4sLjo6ONGrU6Jm3oaury5AhQ7h58ybBwcEvbGzVtco7dOhQleV8fX0r/R0UFCRNh4aGAuDo6Iijo2Ol5ZYuXfpiBvqKtGnThjp16qCvr09ubi7p6el07txZalurrFx2f3zFqkb37t1DW1u7xsZcncaNG3PkyBFUVVVxcXHh4sWLlVqqrV69GltbW1RUVAgPD2fx4sU8fvyYa9euERkZSWxsLDExMfj5+bFy5UpycnI4efIkCQkJTJ48mbi4OLZu3crVq1eZPn06bm5uREdHc/fuXdzc3Ni9ezfXrl3j1KlTxMfHs2HDhre6VZggCILw3yOCOYIgCIIgCIIgCILwGlEoFHh4eHDx4kXq1q2LtbU1oaGhFBQUEBAQQFFREUlJSdjZ2eHm5lblIjGU3Snt6enJ+fPnUVdXZ9OmTTRo0KAG96pmXLp0ic6dOwPQpUsXoqKi+Oyzz5g3bx737t1jxowZHDt2DIVC8Y8vgMtkMsLDw1FVff5/Ypk+fTpLly6VLtwIwstw/PhxPv30U+rVq4eLiwtpaWn4+PhIF0hlMhlZWVkMHjyY69evs2XLFgwNDTE1NcXU1JT4+HgWLVpEYGAg165dY8+ePTRr1ozhw4dz/fp1ateuzY4dO9DU1KRTp06YmJhgbGzMuXPn8PLyIiYmhrCwMKlagq+vLydPniQ6OloKoUyYMIFjx46xdu1aBgwYQHh4OCoqKlhaWnL48GEAHBwcsLe3B2Do0KH4+/tjZWWFq6sroaGheHl5sXr1avr27YuHh4dUccfPz4+6desSHh7OqlWrqlwoLufv7090dDS5ubmVLjjLZDKWL19O9+7dWbBgAQ4ODlLIxtvbmw4dOhAYGEjfvn3Jzc3F39+fhQsXYmVlRb9+/Rg9enS1z7dnzx6OHj2Kuro6paWl/Pjjjzg5OTFy5EhWrlzJjh07GDly5It4C7zR5HI54eHh9O/fn5KSEtq1a0ffvn2lSkdFRUWcOnWK69evS+uUlpaipqZGSUlJTQ37mZWWljJw4EDy8vI4evTo354PykNm5ec24e1lamqKj4+P9Hd1wZfy9j8VgzKurq5AWSWyZs2aScsIL8+T1YpatWpFYmIiCoUCZWVl6XxUXVWj18nt27eZNGkSubm5ZGRkYGRkVKml2pEjRzAwMJDmmZubc+LECTIyMujYsSNQ9nt74cKFwJ+BpaZNm/Lee+9JbdfOnj1LWloaycnJ2NjYVBrDkyEnQRAEQXibiFZWgiAIgiAIgiAIgvAa2bNnD7q6ukRFRXHgwAGmTZtGVFQUwcHBLFmyhG7dumFqakpERARjx47FwcGB4OBgZs6cKW1j//79tGjRgsjISCZPnkxAQEAN7tGrV35BtlWrVsTHxwMQFxdH69atUVFRQVlZWbr4vn79ekxMTGpknMuWLROhHOGlO3jwIP7+/kRGRmJoaFjtMteuXWPnzp0sX74cf39/AHJycggICGDVqlV8+eWX7Nu3j//9739s27YNKKt8EBUVxfDhwwkJCQEgMzOTVatWVamWo6ury8GDB9HX10dZWZni4mKcnJyIjIxEJpMRFRUlLdupUyfpc6GkpISmpiaampqVPitmZmaoqKjQsmVLbty4Ic2/cOECvXr1Av6sUPD1119jZWWFl5cX2dnZT32dVFRUqFevHvr6+jRu3FiaX17hQF1dvdr1nqyAUDEQaGZmRnp6erUXYxcuXMikSZPw8PDgxo0bnD17lmXLliGTyaRWKMKfjI2NiY2NZfHixejp6SGTybCxsWH9+vVkZmZWCuYA6OnpcefOHYYNG/Zatx7Lycmhfv361K9fHxsbm78NEyUlJbF7926p7YsgCK8fHR0dnJ2d6dWrFzY2Nly8eLGmh/RMNm/ezJAhQ5DL5VhYWNC7d+9KLdVat26NoaGhNC8xMREAAwMDaV75723461ZrhoaGdO3aFblcjlwu58iRI9UuJwiCIAhvE1ExRxAEQRAEQRAEQRBeI09eWN64cSPBwcEoKytX+sfqv3L27Fm2bt1KWFgYxcXF9OzZ82UO+bVjbGzMnDlzSEtLo3HjxlhZWVG/fn02b94MlF0sz83N5cSJE1LLE0tLSyZNmsS6deuoU6cO+/fvr1J1SEtLq1I1o/K71+fNm0d4eDgTJ07E3d0dPz+/SlWOzMzMkMlk9OzZs9Jy5dV2bt26xbhx43j06BE9e/bEz8+vxl474U/llToqVix4E3l6euLj48PatWsZP368NL+0tFT6TjExMUFVVRVtbW327NlDQECAdNd6edCt4p3uJSUlzJw5k5SUFO7fv8/QoUMBaNeuHfXq1asyhvLwir6+PkePHpVaPk2aNIk6deowYsQI6QJceno6MpmM/Px8Hj16xP3795k4cSKpqalYWlqSmZlJcnIySkpK7Nu3D4VCQVFRkfT8J0+exNjYGIVCwd27d5HL5Rw7dowjR478ZSsXhUJBWloaq1at4tatW9L8J793n6zEUl2lhPj4eKytrUlMTGTKlCloaWmRk5ND8+bNpQu0pqamBAUFsXnzZoKCgmjXrh12dnY4OzsDSPskQEpKCi4uLpSUlGBlZUWdOnWQy+V4e3vTtm1bVq9ezf379+ncuTOOjo7SZzYsLKyGR/73Pv/8cyIiItDQ0KBDhw7Y2NhgamrK999/z7179xg1ahT379+X5q1evZr09HTCwsI4depUTQ9feEmqaxX1vAwMDES1nJfsyeNkYGAgVaPz9PTE09NTeszb21uartjS63Via2vLmDFj2L17tzTvyZZqjRo1YuXKldjZ2dGyZUtatGiBnp4eNjY29OrVi1q1arFhw4a/fS4dHR0GDBiAtbU1Kioq2NraPnNb2bfl95kgCILw3yOCOYIgCIIgCIIgCILwGim/sDxw4EAUCgUrVqwgMTGRS5cuMWHCBODPC8OqqqrVtuto164dY8aM4X//+x/w37vAq6WlRXR09FMfLy+xL5fLsbS0ZM+ePSxevJhff/2ViIgIPDw8WLRoES1atGDlypUcOnSIgIAA3n33XXR1dQkMDJTaEgAMHz4cb29v+vTpg7u7O9OmTWPOnDmkpqayYMECKQzw5HLl/Pz8+PTTT+nbt2+l7Qqvr39yUcjS0pKYmJh/1f6sXEZGBl5eXs900bVBgwasWLGC7Oxs3N3dadq0KVAWdihvPfH7779TUlLC2bNn0dDQAP4MnOjo6FSqKlVaWkpSUhIPHjwgOjqaNWvWkJWVBfxZpeZJT4ZbHj58iIODA9u2baO0tJTbt28TFBTErFmzaNmyJVu3buXevXvY2NjQt29fLl26xKRJk1i0aBGampps376d9evX88UXXzB16lQaNWoEwIQJExgzZgwbN26kdevWBAYGoqGhga2trbSvT/P5558zfPhwTE1Neeedd566XL9+/Zg0aRLDhw+v9vFZs2YxduxYHj9+zKBBg9DX12fMmDGMGzcOU1NT9PT0AJg4cSLp6ekUFhayfv16DA0NmTBhAitWrKC0tBQ/Pz+6d+/+l2P+L9m3bx++vr7VVpTx8PCgVatW2NvbEx4e/szbLG8zU5N8fHyIjY3l5s2b5OXloa+vz44dOzhz5gz29vYMHTqU8PBwaZ67uzuLFy8mNzeXUaNG/WXYTBAE4XmYmZmRkpJSaV51AbHqgkVz5sxhzpw5lebFxMQAlUNiFcNM48aNY9y4cU9d598EmCr+Tiv//SUIgiAINU0EcwRBEARBEARBEAThNeLk5MS+ffuwtrZGQ0ODbt26YW1tjbW1tbTMgAEDGDJkCOPHj6dfv354enrywQcfVNrG1KlTsbW1BWD69Ok4OTm98n15E1RsQ6OjoyNN16lTh82bN1eqOlRdm5zybaipqUnznlbl6Mnlyl24cAFfX98q2xVqXnJyMv3796ewsJAtW7bw0UcfSUE3S0tL/P39MTY2ZsCAAezevZtLly5JgbiKygNXzxO8elGhgVWrVrFr1y7y8/OZNWsWQUFBODo6SmGW+Ph4MjMzeeedd9DS0kJXV5dhw4aRlJREZmYmmZmZxMbGAmUVAGrXrs2BAwcoLCzEwcGB5s2bo6+v/1xjGjZsGIcOHUJPT4+GDRtKLeVCQkL45ZdfkMlklJaW8ujRIxISEnB1dWX06NFA2Wfk66+/5rfffuOLL74AoHPnzrRp0waAnTt3Vnqu/fv3V3n+ihfoyo9xQUEBq1evxsfHBy0tLfbv309aWhpjxoxh/vz5yOVyevTogZmZGaampkycOLHSNiteQJTL5ZUe69y5s9Tmo1x1FQVEdYvqVay4pKSkJH0Gq2tz8rTPrI6ODtu2bePq1auMGzeORo0a4ejoyM8//1ylmtmr1qlTJ/744w8sLCwwMTGhd+/enDp1ivDwcLp164aTk5M077fffsPa2hoLC4tKFbAEQXi5cnNziYyM5P3333+u9UQo5OW5f/8+Li4u1KlTB01NTTIyMjAwMCAwMJDc3Fy2bdtGbGwsly5dAuDmzZu4u7uTl5fHe++9x4oVK2p4DwRBEIT/GhHMEQRBEARBEARBEITXiLKyMmvXrv3LZaZPn8706dOlv4cNG1ZlmR9++OGFj+1tVDE4U3H63XffrVJ16MCBA5WqGZWHJp6sBlJdlaPqlitXXiXJ3t7+tajgIPypoKCAI0eOEBISgpeXF7Vr16ZWrVokJiby6NEjbt++TWZmJl26dOHChQsYGBjw3Xff0apVK6CsetPDhw+5desWV69excbGhoSEBA4cOMDgwYMJDw9n2rRpXL58GSMjI6ZMmcLChQsZMWIEx44d4+OPP0Ymk+Hm5kbDhg1JT09nz549zJ49mwcPHlBUVESPHj3o27cvp06dorCwECcnJ2bNmoWNjQ3h4eFMnz6dY8eOsWPHDtauXcvDhw8pKCjA19cXMzMzhg8fjp6eHjKZjISEBAoKCli8eDHnz59HJpMxePBgLCwsACgsLCQ0NJRGjRrRt29fQkNDK71eFS8+BgUFIZfLSU1NlSoLeXt7I5fLyczMlO7KNzU1rVQZxs/Pj6ioKAoLC6XnhaqfHy0tLTIzM2nQoIHUHurfHONp06bh7OzM/fv32bNnD15eXkRGRqJQKOjfvz8ODg7cunWLuXPn0qxZs3/8fMLzq3js7969S15eHlBW9cnGxqZS5biKn9l169axf/9+1NXVpeNpZGTEjRs3CA8PR0VFhZ9//vmp1cxeJQ0NDU6dOkVERARXrlyhYcOGtG7dusq8zp07i3OEINSA3Nxcdu3a9UzBnIyMDNLS0qSAfHWPP2vVO6F6eXl5jB49Gj8/P7Zv346mpiZqamqEhIRw5coV6tSpQ69evQgKCkJXV5c+ffpw+vRpFi9ejLu7OwMHDqRDhw5oa2uzYsUKVFVVWb9+PUuWLEFfX58DBw5w584d4uLi+Pzzz2t6dwVBEIS3hPgVLwiCIAiCIAiCIAiC8IS6deuSkZGBra0ttra2HDp0CCcnJ3JycrC2tmbgwIFPXbe8ytH69euf6blmz57NN998g0wmw8vL65nWmT59erUtXYQXy8zMDCgLj2RnZ5OQkMDDhw8pLi4mKyuLPn36YGhoiJOTE+rq6vz2229YWlqydu1aWrZsSU5ODmvXrqW4uBhtbW02btyIqakp/v7+QFlQxdHRkZCQENTV1TE0NARg6NChfPzxx9I47t69y7Zt25gxYwY7d+6kf//+pKen4+rqipqaGteuXWPhwoXExsYSGRlJdnY2dnZ2HD16lPv371NUVISuri7Tpk0jKiqK4OBglixZAkB6ejq9e/fm9u3bXL9+nfbt2zNv3jzmzZvH6NGjuXjxIg8fPgSgUaNGtGjRgnr16qGiovKPX9eEhAQsLS3p3r079vb2lR4bOHAg1tbWzJ07F21t7Srrmpqaoqqqyrx583BycsLd3Z0WLVr847GUH2NPT09at25N//79adu2LWfPnsXe3p6+ffuSk5NDaWkpurq6IpRTw1RUVAgNDa1UBc7Y2JjY2FgWLlxY6TN76dIl3N3d6d27Nzt27CA7Oxsoq1BT8f1rbGxM7dq1azTwYmRkRE5ODvfv3+f999/njz/+YO3atVXmzZ07l5MnTz61hVVGRgaRkTwHvoEAACAASURBVJGvePTCP5GRkYGLiwtQVlVFeP0cP36c7t27Y2trS69evThy5AgymYybN28SGBiIlZUVVlZWJCQkAEjznJycRJu5l2z79u2YmprSoUMHAPLz82nRogVOTk589NFHnD9/nqNHjyKTybhz5w6urq506NCBzz//nN69e3P06FHmz59PcHAwc+fOpX379pw5c4aMjAzpnHL8+HGpUqYgCIIgvAiiYo4gCIIgCIIgCIIgCP9JMpkMmUwGgKurqzTf29sbgD59+lRZ58lqRhVb1pRPr1mzpsp61S0XGRmJsrIyenp6hIWFPdfYly1bVunv8pYuT6vKI/wz5e2HkpOT0dPTo3Xr1kRFReHk5ERERARyuZx79+7h6+uLqqoq1tbWJCQkcO7cOe7cuUPHjh2BsiBAamoqLVq0qBQIUFJS4tNPP8XHx4fU1FQpGGBubs65c+ek49m+fXuUlZXR19cnNTWVAQMG4OHhQYcOHaQAUOfOnYGyoEl6ejofffQRfn5+ZGVlMXToUKD6Nmu1a9cGYOrUqQwePJjz589z69YtQkNDKSwspG7dunTr1o2ffvqJ06dP06tXL7755htu3LhBt27d0NDQ4LPPPqN///54enpy/vx51NXVn1oJoOLnrqLyajvz589n/vz5lR6rrk1U9+7dpYuh/0bFY2xnZ8cff/xB48aNMTExISwsDBUVFYqKilBSUhKVSmpAdd/TU6ZMqbJcdHQ0crkcPz8/oOx4GhoaUlRUxObNm5k7d670PfnkcazJ700DAwOWLVuGl5cX8fHxTJgwgXPnzmFra4ufn1+18w4ePIirqytTpkypUh2vPJjztEodgiA8u4MHD0pBWl9fX86ePUtxcTE7d+5k3rx5dO3alY0bN9KlSxf09fW5ePEiZ8+eZcKECWzZsoWMjAxKS0uxs7Or1FJP+PfGjRtHZmYmu3fvBuDq1av8+uuvXL9+nd9//53c3FwGDhzI2rVr6datGyNGjCAuLo67d+8SEhLClClTcHZ2RlVVlXv37qGkpETt2rWJjIxk8uTJ7N27l1u3bvHZZ5/V8J4KgiAIbxMRzBEEQRAEQRAEQRAE4bXztrZ0ksvlfPvtt5SWluLh4cE333xDcXEx8+fPx8HBgR49etCxY0cSEhLw9vZm4MCB+Pn5ERoaSkFBAQEBAZiZmSGTyQgPD8fHx4fLly+TlZVFcHAwOjo6Nb2LbxU1NTUcHBwoKChg4sSJbN++nYEDB3L58mWaNWtG3759effdd5kxYwZffvklzZs3x9vbm2XLlhEYGMi9e/eAsiDAnTt3yMzMRKFQSNWOFAoFKioqfPXVV/z666989dVXPH78GGVlZVJSUqRgT8XgQGlpKaqqqjRr1oyrV6/Stm1bGjVqRHx8PNbW1iQmJjJlyhT09fXJzs5m27ZtbN68Gai+zVp2djZ3795l7969qKqqkpOTQ7169Zg1axaPHz8mOzubjIwM9uzZQ8eOHWnfvj1Tp05FT0+PoKAgDAwMKC0tZf/+/bRo0YKVK1dy6NAhAgIC6Nmz56s8XP9IxWO8dOlS/vjjD5SVlZkxYwZ2dnYoKSnRvn17fvrpp5oeqvAMKh7PDRs2MHToUOLi4tDS0sLIyKhGxvR35zMDAwMpyFZdoK18XnFxMaNHjyYrK4tmzZoxePBgBg8ejEKh4M6dO4SFhbF69WpiY2M5ceIEERERTJ06laSkJDQ1NQkODkZLS+vl7KRQSWFhIR988AGPHz9GW1sbOzs7tm7dKoUzrl27RnBwMHFxcZWq3yUnJ+Pp6UlJSQmTJ0/GxcUFV1dXtLS0iI+Pp0+fPixYsKAG9+y/xdPTUwrOFhYWIpPJaN++PUePHqVu3bokJSVhbm6OsrIy3377LQMHDqRLly5oamqio6NDREQElpaW1bbUe9OUB2TLqzvWdBsuJSUlVq1axYcffsjt27exsbHh3XffJSUlBW9vb3777Te8vLywtbUlMTGR8+fP4+bmxpYtWxg5ciTx8fGkpaVRq1Yt6XvR3NycH3/8kaNHj7Jjxw4KCwupU6dOje6nIAjC/7F353E15f8Dx1/3VipaCdlDdlGYbKmriWizb5Mhy/S1jG0Mxggh2yyGsRtLZqwjxk6kriZ7JDG2UCghiWJQ3fv7o0f3JxljZpDl/fzrds7n3PP+HN1zj877vN/i/SKJOUIIIYQQQgghhHgrPJ20kpyczPHjx0lISCAwMJDg4GCaNm1Kw4YNiYqKYsaMGbi6utKxY0cePHjwTj2F/OTJE3bu3Imrqyvh4eFoNBratm1LmzZtuH37NgEBAZQoUYLWrVvj5eXFsGHDGDt2LPHx8UycOLFAe4Tq1au/dNss8fKereyiVqtxdnYmOzsbPT09PD09KVGiBLNnz8bAwIBvv/2WunXrcu3aNcaOHUuxYsUwNjbm8OHDxMbGYmVlRWBgIDExMfz8889AbnUYR0dH7t69S6lSpRg1ahQDBw6kZMmSL2yXBlCxYkWOHTtG7dq1qVWrFhMmTODJkyd4e3tTrlw5ADw8PAgLC9PddMprs+bs7Kx7n9mzZzNp0iT09PSwsbHBxsaGlJQUvvvuO7RaLRqNhvnz51O1alXat2+Pvb09O3fu5O7duwQFBZGdnc24ceM4e/Ys69atIzQ0lOzs7HciKQdyWx4FBQXpfs672ejh4YGHh0e+sXlVfcTb6XnVmJ5XVenpG8rPq2b2X2MICwsjICCAgwcPYm5uTteuXZk/fz56enosWLCA+vXr65Iw9+/fj729PevXr+fIkSOMGTOGrKws+vfvT58+ffK992+//Ubt2rVZu3YtQUFB3LlzB4Bt27YxdepU9u3bh7+/P3p6elSqVIljx47x4MEDIiMjWbVqFYsWLWLMmDG6ueYld4pXb/PmzTRr1oyvvvqKgQMHoq+vny854/z58wA0atQoXxW18ePHs3r1asqVK4eTkxPdunUDcn+v5syZQ+PGjSUx5w2ytLRkwYIFhISEMHLkSMqVK0fZsmUxMjIiJyeHunXrYmxszOrVqxk+fDgajYZOnTrh6empq4SYk5NDv379SEpK4ubNm1SrVu2tTswJDAz8y8p2T9u9ezc5OTl4enoWWLd8+XL69u37r/afkJDwt4k/T8cXEhIC5CYt+/n5ERoaytWrVxk+fDhdunQhKCgIExMTJk+eTHx8PFu2bKFx48asXLmSXr16oVQqdYm3zZs3Z8OGDZibm1O+fHmsrKz+1RyEEEKIvyKJOUIIIYQQQgghhHhrPHnyhN27d+Pk5FRg3Z07d5gwYQJZWVl8/vnn2NraYmVlxfbt23UtSt4FDRo0IDU1lbNnz+Lm5gbArVu30Gq1lChRgooVKwLobtY9r/3Q0xo2bPjmgv/APZvEce7cOXbt2sWyZcvyJbs8Ta1W065dO912S5cu1a1zd3cnMTEx3/guXbrg7OzML7/8oluWd4Pq6ZtRERER+bZ7tr2PRqNBoVDwySef6JY9r82ah4cHPj4+dOvWjWPHjjF8+HCOHj3KrFmzdL9b2dnZZGVlUa1aNVQqFcHBwQwdOpSlS5dy8OBBZs2aRZs2bejVqxcjR44EICsriwMHDjz3mAjxvmvTpg0nT55k8+bNNG3alAMHDpCUlMTnn3/O9u3bdUmYHTp0wN/fH8hN1Nu6dSumpqa0atUKX19fihQponvPS5cu6VrWNWrUiOPHj1O3bl0AypUrR3p6er6KOM+O379//5ua/nvp76rg/Prrr1y5coVevXpx8+ZN3XXMzZs3mTJlCl999RU2Njbcu3cPjUYDwN69e8nOzubq1av079+fyMhIgoKCWLp0KWXKlMHT05O4uDiysrLo0KEDxsbGhXkIPjiLFy9m06ZNpKSk0LBhQ9LS0pg/fz49e/bE09OTwMBAzMzMKFeuHLt372bFihUsX76cffv2YWJiAkB6ejrVq1cv0FLvTVKr1fzwww+66lq7d+9m9OjRnD9/HiMjI1avXo2FhQWDBg1i9+7d7N69m127dlGsWDG6dOnC48ePsbS0xN3dHchNgmnTpg3bt2/XJSznVX6E/5aY828pFAomTZpETk6O7prJx8cHyD3/rV+/Pt/43r1707t3b93PGo2Gli1b6tpbTp069Q1FLoQQ4kMiiTlCCCGEEEIIIYR4a+TdRMzz9A2MkiVLUqpUKSD3RoetrS12dnb4+vrSsGFDvvjiizca6791//59Tp06hZ2dHaGhoejp6ZGVlYVCodC1OypevLiuvcXz2g89TalU/uUTxkOGDGHu3Lm6Kg76+vKnoFepZs2aL1VFJS4uDm9vb9LS0li7di29e/cmKyuLevXqsWDBgnzVogYNGkR2djb+/v75WprlVeEACAoKws3NDScnJ93+VSoVarUalUqFo6MjarUac3Nzdu7c+cLYQkJCWLhwIcnJydy4cQMvLy/c3Nzw9/fn3r17KJVKfvrpJwIDA1EqlcyZM4cVK1YQGBjI4cOHyczM5Pvvv8fFxYWhQ4fi6uoKwPDhwzEzM/uPR/jV02q1eHl5kZGRQURExN9WBRDiRTQaDf7+/ly8eJGiRYvqlgcHB2NpacmWLVtISkqic+fO3Llzh9u3b/Pxxx9z584dKlSowOXLl3n48CFt27ZFrVbj4eGBvr4+qamp3L59W1f9CqBKlSocP34cT09PoqOjsbW15fTp07r1Wq0WAwMDNBoNcXFxqNVqLl68SO/evenTpw8pKSn06NEjX9If5CYLrly5EoA5c+YU+B7+0PxVAk5ycjJ6enrExsby6aefMnPmTMqWLUubNm14+PAh4eHhJCYm4u/vj7GxMVeuXCElJYXo6GiGDRvGmTNnMDQ0pHjx4mzYsKHAfuvUqcPNmzc5f/48t2/f5vDhw2zYsIFly5ZRpEgRDh06VAhH48M2fPhwhg8fnq/CVHBwMNnZ2fTp04fExESaN2/O1q1bdd99o0aNwsXFBW9vb7p168bevXvx8fF5oy31nj0vubm5ERkZSY0aNahVqxbh4eGEhobSuXNnjh07xqxZs9i8eTNPnjyhfv363L17l8DAQExMTDh27BjJyclUr16dyMhIvLy8OHjwIMuXL2fmzJls2bKFPn360KNHD0aNGoWVlRVxcXGoVCrmzp2LnZ3d38Z78OBBRowYQbFixejZsyfJycl07tyZK1eusGXLFsqXL1+gLV9MTEy+fxMg3/f5kiVLWL58eb5lz6tKlnfNlJycXOjtuYQQQrz/5K8xQgghhBBCCCGEeGsolUoAHj16BOQmNOR5ulqMVqvl8ePHjBgxAqVSSevWrfH19aV06dJvNuCXlJCQwOXLl1Eqldy7dw+1Ws0XX3zBxx9/jEKhoHbt2syfP1/X7ujkyZNMmDABeH77oZc1d+7cVz2VD9bLtHZ4kbx2MzExMezduxd9fX169uzJxYsXgf+vFgXw+eefF2hpFhgYyJ49e4Dcahx51Zaep0OHDnzzzTcvFVf37t3p3r17vmWmpqb89ttv+Zbl3bjPM3PmzALv9bzft7ct8eXGjRuYmpqyY8eOF47TaDS689HTr4V42pYtWyhVqhRLly5Fo9Hobs5D7veZubk5Dx8+JCQkhK+//pqQkBD27duHubk5u3fvRqFQkJOTw65du7C3t6d169a6ynAGBgb59tWhQwd69uyJs7MzZcqUoXHjxgXiqVu3LqdPnyY1NZWkpCSaNGlCw4YN0Wq1xMTEMG/ePDZu3Kj7rkxNTWXr1q1ERkZy9+5d+vbty+bNm1/vQXvL/VUbqjlz5nDy5EnCw8PR09OjSZMmaDQaQkNDdS2KunbtSmBgIMnJyVy5coXffvsNIyMjrKysOHHiBElJSbRu3fq5+61bty4qlQp3d3datWpF6dKldW2vSpYsqatWIt68p7///fz8dMsDAwMBaNWqVYFtIiMjda//rqXeq/bseal+/fr069ePCRMm0KBBA2xsbLh16xZhYWEULVqUyMhI6tatyx9//EFkZCSmpqYYGhqi0WgoV64cGRkZGBgYYGpqiru7Ow8ePCAzM5MbN27Qrl07FAoFZcqU4auvvkKpVPLzzz//o9aAO3fuZObMmahUKq5cucLcuXMJCwtj7dq1bNy4kWbNmhVoy/e881+e7Oxsli1bxoEDBzh69CiHDx8Gnl+VDHLPre9K+00hhBDvNknMEUIIIYQQQgghxFvH09MTJyenF/7hPTExkX79+pGdnU2VKlV01XQKU3JyMr6+vrpqKI6OjmRnZ2Nra0tgYCCTJ08mJyeHX375hUOHDqFWq3VPAXt5eaFQKAgICKBv376sWrWKiRMnMn78eBITE4mMjCQ0NBSAevXq4erqipmZGSNGjODu3bskJSXRrl07bt68ydq1a6lcuXK+iioAt2/fpl+/fmRkZFCrVi0WLFhQWIfqg/Jsu5nOnTuTnp5OQkICycnJQP5qUc9raaZQKHQVaPKW5Xm2NYa0N/tro0ePJiIign79+vHw4UNu3rxJyZIlWbVqFatXr2bXrl1kZmYydepUevfujZ2dHdWqVSMqKoq9e/cC4OrqSmhoaIHECfHhuXDhAs2aNQN4bvKWnp4eTk5OtGjRgtTUVHr27AnkJr/NnTuXS5cu6ZJ5xo0bx7Bhw4iIiKB48eJs3Lgx33sZGBgUaMeSlxDwdLLAnDlzdL+rAwYMIDExkUaNGmFhYaFrgZWXmHP58mViY2Np2bLlKzga74crV65Qr149ILd94YMHD+jXrx8xMTGkpqbStm1bjIyMuHDhAmlpaXzzzTdERUXpKhbNmjWLJ0+e0KxZM7Zv385HH31E9erVmTdvni6pwMnJCRsbG2rVqgVA3759USgUODg44OHhQWBgIHPmzKFnz575Wgp26tSp0I6LeHsMHz6c77//vsC1QJ7nnZeMjIwwMzNDqVRiYWFB6dKlOXz4MEWKFOGzzz6jfv36NGrUiNTUVBwdHdm0aRMJCQlUqVKFLVu2kJ2djUKhoG7dumzatAkTExPKlSvHwYMHmTJlCjdu3CA0NJS2bdv+4/kMGjSIoKAgli1bxpAhQ6hduzZKpZJy5coRHx//3LZ8TZo00W2v1WrzJe+npqZSqVIl9PX1810PxcbG6tpb5VUlA7lmEkII8eZIYo4QQgghhBBCCCHeCk8/kTxp0iQmTZqUb/3TCSZ5T+L+/vvvbyq8v/R0Mk6dOnXo2bMnWq0WtVrNxo0bqVmzJuHh4cTGxvLFF18wa9YsLl68SFZWFk5OTlSuXFn3FHBeq6K7d+8SFhbGunXrWLlyJXv27GHatGmEhoZSoUKFAk8Od+vWjZSUFPbu3cvx48eZOXMmixYtKhDrjBkzGDt2LE2bNmXMmDEcOnRInhJ+A569YdS+fXv8/Pzw9fXVJdU8fVP/eS3NNBoN9+/fB9Aty6scdf78+Xz7k+oufy0oKAjIveFuZWVFjx49WLhwISEhIQBYWFjokh+uX7/OwYMHKVasGP379yc+Pp6cnBxsbW0lKUcAUKNGDQ4fPoyXlxcajUa33MbGBicnJwDq16+frwUO5H5Gv/jiC/T19Zk+fTqQ+3keMmQIY8eO/c9xPX3OMTY2LtACK0/lypX56KOPdL//WVlZ/3nf77rKlSsTFxeHh4cHp06dokqVKlSvXp0VK1ZgZ2fHt99+i62tLX379mX27Nn06NEDT09PqlWrxtatW5k3bx4PHz7kwYMHdOrUiZIlSzJy5EiKFClSoPLYi3z99dcFWgpWrlz5Nc5cvCtmz56d7+e864i8z/2z56W8a4X79++j0WgwMzPj0aNHuLu7o1AoqFChAsWLF+fQoUOsWbOG0NBQtFot9erV4/r16wwaNIjq1auTmZmpu77Iq1bp4+ODvr4+NWrUYMKECbRt2zbf+edlWFpasmDBApKTk+nXrx8lSpTIN7cqVaroKgZGR0dTtWpVzM3NuXHjBpBbXTMvmQ7AysqKxMREcnJyiImJ0S13cHAgJCSEYsWK5atKJtdMQggh3hRJzBFCCCGEEEIIIYT4D6ysrHStiTp16sTcuXP5888/efz4MTY2NgD4+/tz7do1pkyZwrlz58jKyuLYsWMMHjyYpKQkIPcp4LzqB3lPC5ctW1ZXbaVs2bLcvXuXJ0+eFHhyGMDOzg59fX3s7e2Jj49/bqxnz57lq6++QqFQkJmZiaOj4+s8NC8tPT2d8PBwOnbsWNihvHZKpZLvv//+he1intfSbMKECbRu3RqtVsvkyZOB3CoZTk5OtGnT5o3E/j45e/Ysx48fZ/HixVy7do3GjRvTunXrfE/O16hRg2LFigHg6+vLunXrCAkJ4csvvyyssMVbxsfHh23btuHs7IyJicm/eg8DAwPatGnDo0ePClTJeRUsLS0JCwvTtcAaM2YMBw4cAKBkyZJ4enri7OyMnp4erq6ujB8//pXH8C5p3749Xbp0wd3dHRMTExwdHVm9ejXR0dE0bNgQd3d3Vq9ezaxZs9DX12fixImMGDFCt323bt3+dh95icZ5ScZ5LZEAgoODda+fbSkoPiyjRo2id+/eJCcnM2bMGGJiYujduzfHjh3j1KlTBAUFkZiYSFJSEqtXr2bhwoWEh4ejVCqxsrLSnZe+//57Jk6cSKtWrZg/fz7u7u6sXLlSd+16584dOnXqhLGxMU5OTowYMYIVK1Zgb2/PypUrKVeuHCtWrGDIkCHY2NiwatUqgoODsbOzo1mzZsybN49jx47pKoJduHCBjh07Mm3aNGrWrPm381y8eDGbNm0iKSmJnj17cunSpXzrHR0dWblyJS1atMDU1JQ1a9ZgZmZGcnIyHh4e+RJ5APT19enTpw/NmjXDxcVFt3zSpEn4+Pig0WieW5VMCCGEeN0Uz5a6LUyNGjXSRkdHF3YYQgghhBBCCCGEEC/txo0bDBw4kPT0dE6dOoWzszNeXl5ERESQnZ1NsWLF6NWrFwMGDGDRokXs37+fAwcOsGfPHn799VfGjx/P+fPnWbVqFdevX6d79+4EBASwatUq1Go1YWFh+aot1KtXj0WLFrF8+fJ823h4eBAXF8fx48dZtmwZixcv1rWyUqlUhIWFMWrUqAKtMfT1C/+5rYSEBN2chXid8n7XPvroI8qXL0+nTp10ny19fX2ys7Pp378/QL5WcBqNhrZt2xIXF4daraZ69eqFOQ0hxGuUdz4YOHAgvXr10lWWc3d3JzMzE1tb239U/eZtlJCQwOXLl6lduzYBAQFYW1vrKoq9rGfbZb5oP3kt28TL++2337h16xY3btzg6NGjrF+/ni5duvDo0SPdtaGhoSFjx44lLi6OefPmsXjxYs6ePcvs2bNZvHhxocSdd835T68v/fz8CAgIyFfVSwghhHjbKRSK41qtttHLjC38v7wIIYQQQgghhBBCvMPWrFmja03Utm1bYmJiOH/+PDVq1ODmzZtkZGRw4cIFXauBFi1asHDhQrp164a3tzfFixfP9xRwenr6C/f3vCeH09PTKVWqFO3bt+f27dusXr36udu+idYYixcvZuTIkRgYGODt7c22bdvQ09MjJyeHkydPotVqcXJy4vHjxzx58oRDhw4xYsQIjhw5gqOjIxcvXsTNzY2jR49ibW2Nra0tJUuW5NixY3h4eHDjxg0OHTrE4MGD6du3LytWrGDlypVkZmYybdo0WrdujZ+fH+bm5hw/fpxWrVoxceLEVzrHwvZvb3qJ/+fn50edOnXw9/dHX18ff39/Dh8+TGJiIps3b9Z9hgICAoiIiMDQ0JA6depw7do1lEolERERLF26lODgYGlrJcR7xtPTU5eA83S7x9DQ0EKM6tVKSEggPDwcV1dXevbsSVhY2Gvfj/hnmjdvzqhRo9BoNPj6+rJlyxZKly5NYmKibkxeovXZs2dRq9W6lrBlypR5Y3FqNBr8/f25ePEiRYsWBWD8+PGEhYUxYMAA+vXrx5EjRxgzZgxZWVn079+fPn360Lt3bxISElAqlaxcuZLdu3dz9uxZOnfuzKhRo95Y/EIIIcSbIhVzhBBCCCGEEEIIIf6DmJgYevXqRdWqVQHo168fM2bMoESJEujr6zN06FAcHBzw9vamTJkyrF+/nsGDB3Pq1CldYo2FhUUhz+LVcXJyonPnzgwfPpzLly/ToUMHYmJi6NixI2XLlsXd3Z2+ffty+/ZtBg8ezPXr1xkwYACjR49m1KhRrF27lqlTpzJ58mQ8PDz4+eefGTVqFB06dKBGjRqsW7eO2rVr4+rqyoEDB3j48CFFixbl3r17dOnShT179uDn50e7du3o0KEDjRs35siRI4V9WF4pScz573799VcuXrzIuHHj8Pf3p1q1apw7d44WLVpw8OBBqlatSuvWrfn2229Zs2YNWq2W0aNHc/bsWTp06MC+ffvQ19dnwoQJ8nS/EOKd88knn3DgwAFsbW1RKpUYGRnx+++/Y2JigoWFBfr6+piZmVGyZEl+/fVXrly5Qq9evTA0NKRVq1Z8/fXXuoo5Q4cOpVmzZnTr1o1BgwZx/vx5jI2NWbVqFYMHD9btZ9++fYU97XdO69atKV++PBMmTKB9+/YMHDiQtWvX6irmODk54ebmRmxsLEuXLmXu3LkAZGVlvbGk0d9++41jx44xbdo0NBoNrq6u/PDDD9SuXZtWrVoRGRmJu7s7GzZswNTUlFatWrFjxw48PDzYt28fWq0WhUIhFXOEEEK8k6RijhBCCCGEEEIIIcQb4uDgQFxcXL5l3t7eBcZFRkbqXs+fP/+1x1VYfvzxR3r16sWPP/7ImDFjuHfvHi1btuTKlSsoFAquXr1KlSpVUCqVNG3alDlz5lCzZk3S09M5evQow4YNY+TIkZw+fZqrV68CULduXSD3CfC6detiYGCAQqEAcisYzJkzB61Wy61bt3Rx5G1jbGz8ho/A8z37RLmzszO7d+/m0aNHLFq0CAcHB1QqFU2bNs33lPn06dMLjBP/3eXLegtjEQAAIABJREFUl3XHsmHDhty9e5cGDRoAULlyZeLj47GxsaFZs2YATJw4katXr2JlZcWkSZPYt28fU6dOLbT4hXiXrVu3ju3bt+vaF548eZLjx4/Tr18/3ZiEhAQCAwMJDg4upCjfb/7+/lSpUoX+/fvz2Wef8ejRI0qVKsWXX37J5cuX+eOPP9i6dSsBAQGEh4eTmJiIv78/fn5+PP2w97Bhw2jatCndu3dn27ZtVKxYkYULF7Jr1y4WLVqk288/bZMlcpUpUwY7OztsbGy4ffs2zZo1Y+3atQXG1a9fH2tra1QqFQqFgh49euDv7/9GYrxw4YLuu1KpVALortXyfo6NjcXHxweA1NRUUlNT6d27Nz179qRSpUpMmTLljcQqhBBCFCZlYQcghBBCCCGEEEKIwjVkyBAgt7VLfHz8f36/hIQE/Pz8/vP7iHeTjY0Np0+fJiQkhEGDBmFmZsb+/ftxdnZGq9VSoUIF0tLSADh//jyWlpYYGRkBkJ6ejqWlJX/88Qf+/v4MHjwYQJeE8+xrgOnTp7Nr1y62bNmiuwH0vHGFbcuWLZQqVYr9+/ezY8cOhg0bxv79+1m9ejXfffedblzXrl2Jiopi5cqVAH85Tvw3lStXJjY2FoDo6Gh+/vlnpk+fTmhoKFeuXCEhIYFvv/2WoKAgEhISmDx5Mra2tuzcuZMSJUrobmQDRERE4OvrS1ZWVmFOSYh3RkpKCgkJCbqf7e3t6dOnT+EFJHBwcKBkyZK4uLiQmprKkSNHcHFxISQkhOTkZLp27cqpU6fw9fVl9+7dQG5CxpkzZ+jevTuQ205p3bp1qFQqpk6dqvuu/xAEBwcXSCIbPnw4OTk5BAYGEhYWhlqtJiAg4B+978qVKxkxYgQASUlJ2NnZoVar0dfXJzAwEDc3N93YcePGoVariYiIeGNJOQA1atTg8OHDQG4SMhS8BnNwcGDHjh2o1WpiYmKwtramR48erFq1itu3b3Ps2DEMDAzIycl5Y3ELIYQQb5pUzBFCCCGEEEIIIT4gGo0mX/ICoCt7/7LjhXiRfv36ER4eTlZWFp06dSIsLAwvLy8ePXqEiYkJ9vb26Onp0aJFC7KyslCpVFhbW2NkZMTRo0cpV64cjx8/JjQ0lIYNG/7t/ry8vHB2dsbR0fGtbgn27BPlv/zyC6tXr0apVOa7gfXsU+Z/NU78N+3bt6dz5864u7uTkZFBrVq1sLa2ZuPGjZQoUYKPPvqIvXv38r///Y8mTZpQoUIFKlWqhIeHB+PGjePJkye0bt2a0NBQDhw4wMqVK99Y2xAh3nXbtm3jxIkTWFlZkZWVRd26dbG0tKR58+YsWrSItLQ0vLy8MDQ0RKVSYWlpyb59+yhZsiTz58+nTZs2hT2Fd96zSRCxsbEoFApiY2OpXLkyxsbG7N+/n3HjxqHVajEwMGDWrFk8efKE5s2b07ZtW6pXr06PHj0YNWoU3333HTVq1KBXr16MHDkSyG2ndPTo0Q8y2UKj0TB79uzCDuON8PHxYdu2bTg7O2NiYvLcMZMmTcLHxweNRkPx4sVZtmwZPj4+5OTkYGZmhp2dHe7u7gwaNIguXbowYMCANzwLIYQQ4vVTPF12sLA1atRIGx0dXdhhCCGEEEIIIYQQ7xW1Ws2sWbPQarVcuHABa2trNBoNq1evpmLFijg5OREVFYWfnx8BAQFERUWxa9cuMjMzmTp1KqGhoWzduhVDQ0OCg4OpWLEiXbt25ebNmxgaGhISEoKZmRkTJkwgIiICBwcH7t+/L+0nhHjK5s2biY6OJigoCI1Gg4ODAzExMVy6dInPPvsMtVqNSqUiLCwMfX19VCoVarWa+vXrv3Cc+O9mzJhBvXr18PDwYPHixdy7d49ly5ZRpkwZILeVSPv27bl9+zaff/65bjs/Pz/Cw8PZt28f1apVK6zw/5JarSYsLOwft5D5t9sJ8bJmz57NggUL2LNnD40bN2bhwoWcOHGCPn36MHjwYObNm0fv3r2pVq0aCQkJ3Lt3j8OHD6NSqTAyMiIiIqKwp/DOu3fvHt7e3pQpU4a0tDQMDQ05cOAA9evXZ+XKldStWxcXFxfMzc1p1aoVxsbGzJs3j4cPH9KzZ09GjBihu36cPn06SqWS0aNHM3ToUM6cOQPkVoxxcXHR7Wf9+vWFPOtX68mTJ3Tp0oXHjx9jaWmJu7s7K1eupESJEnh4ePDzzz/rzqVOTk7o6+vLuVUIIYR4zygUiuNarbbRy4yV/70LIYQQQgghhBAfgCdPnrB7924ePnxI0aJFCQsLY/HixUydOvW54y0sLFi/fj0pKSmEh4dz4MAB3c2XhQsXEhwcTNGiRVm6dCnr16/Hy8uLo0eP8vvvv7NmzRr27NnzhmcoxNvt2SfKHR0dcXZ2xtnZ+YXbvew48e/ltbXy8PAgJiaGWrVq0bp1a101saysLM6cOcO2bdt0iTl5DzsGBwczcOBA1q1bh5WVVaHNQYh3TcmSJYHcz19GRgYAS5Ys4cyZM/Tv35/s7Gwg9/OXlJSEu7s7ly5dwtzcHK1WKxXE/iNzc3MiIyP/cn3ev8nTunXrlu/nqKgoAMaOHatb9rwqjC/az7ts8+bNODo6Mm7cOF3rqFu3bhEWFoaenh4///xzIUcohBBCiLeJJOYIIYQQQgghhBAfgAYNGgDwzTffsG/fPrKysqhVq9Zfjs9rIZSQkEC9evUAaNSoEZMmTSInJ4dRo0YRFxfH/fv36dChA4mJibpxDRs2lMQcIZ6hVCpZtmzZC8eo1eoCr3/66acXjhP/3dNtrSwtLTE3N8fa2hqVSoVCoaBHjx74+/tTqVIlmjdvjqGhIZs2bQKgYsWK/Pjjj/Ts2ZOQkJC/bONRWOLi4vD29iYtLY21a9fSu3dvsrKyqFevHgsWLCA4OJjs7Gz69+9PYGAgKpWqsEMWHwA9PT3da4VCoUt02759O3Xq1GHu3Lm0a9cOyG25VKlSJfbs2YNKpWLv3r2SlCPeCpcvX8bBwQH4/+vm+vXr5/v9FkIIIYTII03ihRBCCCGEEEKID4BSqeTOnTuo1Wp+//13pkyZwovaWyuVuX8ysLGxITY2FoDo6GiqVq3KyZMnefDgAZGRkQwePBitVkulSpWIi4sDICYm5vVPSAjx3tBqtXh6euLo6MiOHTt0yxMSEujZsycATk5OBbYbMmTIK9m/oaEh27ZtIzQ0lHXr1uHn58e4ceNQq9VEREToKiFMnTqVAwcOEB4ejoWFBcHBwdja2lK7dm1279791iXl5Nm2bZuuGtDevXuJiori/v37XLx4sbBDE2/IyZMn/zYxMM/zPlevOmGrcuXKXLt2jTFjxuRb3qxZM86cOYOrqyv37t3TLS9fvjxWVlakpqYyevToVxqLEP9WXrU1+P9r37zrZ/HmqdVqAgIC8i0LDAwkLCyskCISQggh8pOKOUIIIYQQQgghxAfC0tISExMTXF1dddVt/o61tTUtW7akWbNmFClShJUrV1KiRAni4+Np06YNFSpUoFy5cpQpU4aGDRvSokUL6tev/5pnIoR4n9y4cQNTU9N8STkv43ktUzQajdwYfUrdunUBKFeuHOnp6XTu3Jn09HQSEhJITk7OV3nkRcma4t1mb2+Pvb39S4193ufqVfPy8sLLy+ulxqpUKjZs2IC+vtzKEG+XZ6utCSGEEEK8iFzNCiGEEEIIIYQQ7zmVSqV72n379u0F1kdFRQEQHBwMgK2tbb71Y8eOZezYsc/d5mlBQUGvIFohxIdm9OjRREREoK+vz5dffsmuXbtISEigTJkyZGVl0blzZ06cOEGnTp2Ij4+ndu3aJCUlcfr0aa5cuYK7uzs3btwgIyODdu3aMWDAAPr378+VK1do2LAhOTk5zz1nfQieTrxJTU2lffv2+Pn54evri1arxdzcXFftLC4ujpYtWxZWqOI1UqvVhIWFsW3bNurXr09sbCwrV66kYsWKdOzYEYVCgZ2dHT/++CNOTk5ERUVx7Ngx/ve//1GzZk3u378PwO3bt+nXrx8ZGRnUqlWLBQsWFPLMhCg8edXWnubn56d7ndd2MjAwULdM2gX+O8nJyfj6+upaMXbt2pUffvgBjUZDWloaoaGhurH379+nZ8+ezJgxQ7dMq9UyaNAgzp8/j7GxMatWrZJkKiGEEG+cPD4ihBBCCCGEEEKIAoYMGcKQIUPw8/OjY8eOxMfHF3ZIQoj3VFBQEK1atWLp0qXExcXRunVr5syZw65duzAzM+PXX3/FwMCApk2bMmTIEOLi4oiMjMTKyopFixYBoK+vz/Xr17l06RITJkygaNGipKSkoNFoSElJKeQZvh2USiXff/897du358GDBwB8/PHH7N69Gx8fn0KOTrwJKSkpLFmyhAULFrBy5UpOnDiBSqUiIiKCOXPm5Bs7efJkNm/ezJIlS0hMTARgxowZjB07loiICExNTTl06NBrj1mtVku1HCE+ACqViuzs7Oeus7Kyem4rxrxWjfv27QMgIyODTz/9lOnTp1O7dm3d9tu3b6dixYqEh4fz+eef664dhBBCiDdJrmiFEEIIIYQQQogPnEajAcjX/iWvlcXTT/4KIcTr1rJlS86dO8fMmTNZu3YtFhYWKJVKKlSowIMHDzA0NMTExAQAExMTXdLgRx99RNGiRVEqlcTGxvLo0SO8vLy4e/cu5ubmhTmlQvN0tbS8c/mIESMKjDtw4MBztxXvH1tbW4yMjHStzVxcXIiMjOSTTz6hbdu2fPrpp7qx6enpVKxYEYDq1asDcPbsWb766isUCgWZmZk4OjoWyjyEEIUrrwrXi6plBgcHY2dnR4MGDfDy8iIjI4OIiAj09PT+8f7u3LnDwIEDda0Yq1WrVqBVo7m5ORs2bOCzzz6jTp06+bY/e/Ys69atIzQ0lOzsbJo2bfqPYxBCCCH+K6mYI4QQQgghhBBCfIDUajXNmzfH2toaMzMzTExMMDc356OPPuLq1as4OTnh5OSkGz9s2DDu3bvHkiVL6NChAwCenp7k5OQwbNgwXFxcaNGiBVevXuXIkSOMGjUKyG2d0rFjx0KZoxDi3VO0aFHmzp2re/r91KlTQG5LJq1WS4UKFbhz5w4AmZmZVK1aFcifWOjg4ECtWrXYuXMnO3bs0LXheRWCg4OZMWMGU6dOfWXvKcSb8nRrM61WS05ODpMnT2bNmjV8//33+caam5tz/fp1Hjx4oKtOUaNGDWbNmoVarSY6Opp27dq90fjF2yc9PZ1Nmzb9q22Dg4N1yeGbN28mLS3tVYYmColaraZdu3Zs3LiRoUOHcvHiRc6fP4++vj4+Pj7cuXMHjUZD//79cXFxoW3btvm2X7NmDcOGDSuwrH379rr/v7i4uBQ4nwH06dOH69evs3nz5nzb16hRg169eqFWq4mKimLatGmvafZCCCHEX5PEHCGEEEIIIYQQ4gOVlZWFvb09t27dIjU1lY0bN1KtWjUWL15cYKy9vT2HDx8mOjoaAwMDsrKy0NPTQ09Pj+nTp7N//34mTpzI4sWLady4McePH0er1bJx40Y6d+5cCLMTQrxqM2bMICkpiQcPHtC8eXO6dOlCcHAwx48ff2X7CAkJoUKFClSvXp3Tp09jY2OTb729vT16enq0aNGC1NRUBgwYAOSez/JuDk+aNImHDx9SunRpVCoVpUuXfmXxAVhbWzNu3LhX+p7i7aDVavH09MTZ2ZmcnJx864KDg1m6dCkJCQn07NkTyG37+C47evQoTk5ONG7cGDc3t3zrxo8fj4+PD/369dNVzvn6668JCgrC1dUVNzc3rl27Vhhhi7fIXyXm5CXcvIgk5rz77t+/j4+PD127dqV///64ubnx7bff8ujRI+Li4oiPj0elUpGUlMSlS5e4desWH330ESYmJmzatIm7d+/y6aef0rFjR6Kjo/nmm284fPhwgdZ6rq6uBVoxPo9CoWDx4sWsWrWK/fv365b7+PiQkJCAq6srrq6u7Nq167UdEyGEEOKvKPIySd8GjRo10kZHRxd2GEIIIYQQQgghxHtPrVbz008/UalSJYoUKcKKFSu4e/cuhoaGeHl56Z6Ot7W15f79+/j6+nLq1CkuX75MzZo1qVSpEhcvXmTSpEkEBgayb98+srKyqFWrFitWrGDixIm0atWKGTNmsH79eooVK1bIMxZCvCrjxo0jOzubmTNnsnnzZpydnSlevPhfjk9JSWH27NmYmprqboZ5eXnx6aefUq5cuXxjX6Y9xvMkJCQQEBDAqlWrAMjOzkZfX5+kpCT8/f3ZsWPHP5zl/3vy5AldunTh8ePHWFpa4u7uTlhYGAMHDmTr1q3MnDmTtLQ0+vbty+bNm5k8eTLh4eEolUqWL19eILlIvL2Sk5P54osvWLduXYF1wcHBZGdn4+bmlu93TYgPzcGDBxkxYgTFihXj3Llz5OTkUKtWLTZs2ICbmxt2dnbUqVOHXbt2cerUKbRaLWPHjmXz5s2cO3eOkJAQvvvuO/bv30+jRo14+PAhSUlJWFtb07hxY8aNG4efnx+PHz/Gx8eHMWPGEBgYyPXr10lISMDGxoalS5cW9mH4oKnVan777TcSEhKYNm0aGzZswNzcnBEjRtCoUSOcnJwwMzPjzz//ZNu2bVy7dg1DQ0MsLS2pVasWhw8fxsvLC0dHRyZPnkxCQgLNmjUjMTGR+Ph4LC0tC3uKQgghxEtRKBTHtVpto5cZKxVzhBBCCCGEEEKID5RSqeTRo0fs3buXypUrs3HjRhwcHHjeQzy1a9dmz549lC5dmubNm/Pdd9/RrFkz7ty5g1qt5vfff2fKlCm6bX19ffnhhx8wNzeXpBwh3jJqtRpvb2/atm2Lq6srN2/e5OOPP8bZ2ZlOnTrpKoUEBATQvHlzXF1dSU9Px8/PjwsXLjBv3jzWrl1LQEAAgYGBbNu27YVtKaytrZkxY0a+KjNfffVVgaScPLGxsbrY0tLSGDp0KM7Oznh5eXHv3j2ysrIKxLtkyRL27t2LSqXi9u3bhISE4OLiQrt27f5zdZvNmzfj6OjI7t27MTU11S1v1qwZhw8fBmDr1q20a9eOuLg4kpKSUKvVzJ8/n+nTp/+nfb8r8qrI5FWQ8fPzIz4+vpCj+udGjx5NREQEbm5uuLi40KRJkxe2PMlr+ejn58ewYcNwcnJi0qRJABw5coQGDRrQo0cPGjRo8EbiF+JN2LlzJzNnziQ8PJwDBw7QqlUr1Go1JUuW5Pr16yxevJiaNWvSuHFj0tLSSEhIYObMmezZswcXFxfGjRuHpaUlFhYWTJkyhQ4dOtCmTRtGjRpFyZIlmTlzJpMmTeLAgQOEh4eTnJwMQJ06dQgLC+Pq1aukp6cX8lEQGzZswN7enjp16gBQt25dAKysrLh//z6//vor69atIyUlBTMzMwYMGIC7uzvx8fHcu3ePvXv3kpWVRZUqVTAyMqJIkSI0btyYnj178ueffxbm1IQQQojXQr+wAxBCCCGEEEIIIUThMTY2xsLCgiNHjtC3b19MTU0pW7ZsgXEGBgYUKVKE5s2b4+joyLlz52jSpAmmpqaYmJjg6upKvXr1dOOrV6/O1atXCQgIeJPTEUK8pD///BMbGxv27NlD1apVqVmzJhcvXqRo0aI4Ozvz559/Eh8fj52dHXfu3MHNzY3U1FSio6PJzMzk8ePHWFlZER8fz4QJExg2bJjuPRUKBRYWFujr6+Ps7My3337LyJEjMTEx0e3fz8+PgIAAoqKiCA0N5d69ewCMGjWK+/fvo1QqSU9Pp3nz5lSuXJnIyEhWrVrFokWLGD16NNu3b8fY2JiAgADCw8Px9/fn6tWruiom3bt3p3v37q/kWF2+fBkHBwcAGjZsqFuuUCioV68eMTExbN26laVLlxIWFoZarUalUgFQpkyZVxLD20ij0aBU5n/uc+7cuSQkJHDjxo1/9Z7PVj7K4+TkRFRU1L+O9WXlVWr66aefMDIyQqFQ0LJlS0aMGPG326pUKubMmUPjxo2ZOHEiU6ZMYevWrVhaWlKpUqXXHboQb8yAAQNo1aoVaWlpVKlShUePHuHi4sKjR48oX748xYoVY+TIkZQqVYoyZcpgaWlJRkYGXbp04dq1a2RnZ1OxYkXu3btH3759KVWqFFWqVGHdunWcOnWKzMxMvvnmGwAcHBy4cuUK8P+JH2XLluXevXtYWFgU2jEQ0KdPH65fv87mzZuB3O/EPOfPn6dmzZpUq1aNsLAwUlNTWbNmDUWKFKFhw4ZkZmbi7u5OSEgI586d021nYWGBv78/vXr1Yu3atejryy1MIYQQ7w/5VhNCCCGEEEIIIT5AKpVKd+P4Ze3fv1/3+tGjR7rX27dvf+74EiVKFKicIYR4O5iamlKqVCmCgoIYO3YsiYmJWFtbk5qaSlxcHD/99BNbt26lXr16NG7cmPbt2+Pl5cWlS5ews7Ojbdu2DB8+nODgYCpWrMi1a9fo2rUrX331FX/++ScKhYKpU6dy+fJlDh48+MJYSpUqxdq1a/nss8+4dOkSAP/73/9wcHDAwcGB1q1bA9CoUSP279/PgwcP8Pf3JykpiZs3b1KtWjWqVav22o5V5cqViY2NxcPDg5iYGJo0aaJb17lzZ1asWEFOTg7FixenRo0atG7dmrlz5wKQlZX12uIqDGq1mlmzZqHVaomNjSU9PR2lUqmrSuTk5ISLiwu///473bp1w9fXl3Xr1nH+/HmaNm1KamoqgYGBeHl5ceTIEcaMGUNWVhb9+/enT58+hTy7/3flyhVGjhzJw4cPOX/+PLdu3frbbfKSBoyNjQG4f/8+5cuXB3itv59CvGlRUVF06NCBzz//HF9fX8qXL8+GDRuIj4+nWbNmABQtWpT4+HiuXbvGsmXLGD58OBs2bGD48OGsXr2aIkWKYGRkhKWlJWPGjGHatGkMGTKE+vXrk5aWxvHjx3F2diYmJkZXievpxI/nVXcUb5ZCoWDx4sV0796dO3fu6CqIWVtbM2TIEPr06cOtW7coWbIkVlZWujZlPj4+pKamcuDAAYyMjMjJyeHEiROsW7cOLy8vJkyYQP369enfvz/BwcGFO0khhBDiFZLEHCGEEEIIIYR4C6jVasLCwnRPagvxrvP09OTjjz+mSJEir20f8rkR4t87c+YM/fr149ixY1SpUoXExES2bt1K06ZNMTIyokaNGsTFxREeHk6lSpUwNDREX1+fjh07Mm3aNPbv349GowHA1dWVLVu28N133xEREUFOTg5xcXFkZmZibm7+t2188hIaypUrR2ZmJpcvX6ZevXrExsbSsGFDLly4AEB0dDRVq1YlNDSU6tWrs2bNGsaNG4dWq8XAwEDXgutVa9++PZ07d8bd3R1LS8t861q0aIGvry8TJ04EoH79+lhbW6NSqVAoFPTo0QN/f//XEldhefLkCbt372bMmDG0bduW7OxsfvvtNyD3ZvmiRYtQKpWcPHmSCxcuEBcXh6OjI25ubnh4eNC0aVPc3d3ZvXs3CxYs4Oeff2bEiBG0b98egKSkJNq1a8fNmzdZu3YtlStX1u37TSXzLFy4kDFjxqBSqXBycnqpJICnkwYAzMzMSE5OxsLC4p1s6yXEX1m9ejVXrlzRnQcmT56MlZUVNWrU4PHjx0BucraBgQGlSpWiSJEilCxZktatW5OWlkZ2djZ6enooFApiY2MZO3Ys1atXZ/bs2ZQuXZpFixbRu3dvnjx5gre391+2PRSF5+kE/5CQkHzr8pJp/iqhcdy4cYSEhHD16lW2bNnC3bt36du3LwsXLqRixYrs3LmT9evXs2vXrtc5BSGEEOKNk8QcIYQQQgghhHgHPa99hBBvkx07dhR2CAXI50aI/2dmZsawYcMwNTXFzMyMtLQ0unXrRpkyZbh27Rr29vYkJiZiYWHB48eP0Wq1aLVavLy8WL9+PQ8ePODYsWMolUqMjY3Zvn07/fv3Z/369Wi1WiZOnEhWVhanTp3621ieTWgwMTGhR48eWFpaYmRkhKGhIS1atMDU1JQ1a9aQmZnJ1KlTiY6OxtzcnGrVqmFtbU1aWhqdO3dmyZIlFC9e/JUdK0NDQ7Zt25ZvmZ+fHwBKpZLr16/nWzdu3DhdBZn3UV6iVXZ2Nj169CArK4smTZpgYWFBVlYWdevW5e7du4wZM4Yvv/ySoKAgHj58SE5ODkWLFiUnJ4d169ZhZmaGv78/jo6OGBoaEhISQqtWrUhJSWHv3r0cP36cgIAADAwMdPueMGECW7duxdTUlFatWuHr6/taEkA9PT35/PPPqV279r9+//Hjx+Pt7Y2trS0VKlR4xRG+Of8kCTYwMBAnJyfc3NxQqVS67fKWPY9KpUKtVr/iqN9PL/NvkZ6eTnh4OB07dgRg+fLl9O3b95Xs38/Pj8DAQPr160d0dDRBQUFoNBqmTZvGrVu3uHTpEp999hmQe14/duwY+vr6BAcHc+jQIRYvXsw333xDhQoVKFq0KF9//TUjR44EcquLHT16lO3bt1OpUqUCvxOBgYG611JF5d13+fJlzpw5Q8uWLXXLEhMTdYm69vb2kpgjhBDivSOJOUIIIYQQQgjxFjh58iTBwcEsX76cmjVr6m5mREZG4u3tzYULF2jSpAl79uyhefPmFC1alF27dmFkZERGRgZpaWmMHj2aZcuWkZOTw6effsr8+fPZunUrkyZNomHDhvzxxx9ERUURHx/PoEGDePz4Ma1atSIgIKCwpy/EvxYXF4e3tzdpaWmEhoby2WefkZSURLly5fjll1+IiorStV3p378/P/30Ew8ePKBkyZL8+uuvb3UrFSFeJ3d3d1JSUjh27Bjnzp2jZs2aXLhwAVtbW1xcXGjRogVmZmaUKVOGBg0asHHjRubMmYOPjw937twhMzOTS5cu8fXXX/P1118TEBDAn3/+SYUKFVAoFPzwww+YmJhQsWLFfxSXvb09UVFRdOp8R/IAAAAgAElEQVTUCSMjI5RKJaNGjaJ58+a6MRYWFpw4caLAtqGhof/5uIi/p1QquXPnDkePHuXGjRusW7eOL7/8EpVKhYGBASkpKRQpUoTbt29TtGhRli5dysaNG9myZQs+Pj4YGxujVCqpUKECFhYWqNVqli1bpnt/Ozs79PX1dclhtra2unWxsbH4+PgAkJqayu3bt19pNQ0bGxtWrVoFQJs2bfKty0vGAnRjoqKigPyJAnkJBQ0bNuT48eM8ePBA145N/DVJnn010tPT2bRp0z9OzPknx9/Hx4dt27bh7OyMiYkJjo6OODs74+zs/Jfb3Llzh9atW2NkZMSGDRsoUqQIQ4cOxdXVFYDhw4fj4uLC2LFj6datG+vXr3+pWMS7qXLlyhQtWlRXbScrK4vU1FT++OMPgJdK6hVCCCHeNZKYI4QQQgghhBBviZycHD7++GO8vb3Zt28fADdu3CAxMZGxY8eSkZHBli1bWL16NS1atMDOzo7p06czevRolEolCQkJnDp1isePH+Pm5sbYsWOZOXMmkZGRpKen68qNjxs3jmXLllGhQgV69OjB9evXKV++fCHOXIj/Ztu2bUydOpWNGzdSu3Zt1q5dS1BQEBs3bqR06dK6tivx8fFYWVmxfft2XVuSN1V9QYi3jUKhYNmyZS9dDWPBggUAREZGFljXuXPnv93fl19++dzlTydd5FVE0Gg0hIeHo1Qq8fT0xMbG5m/f/3ULDg4mJSWFnJyc51bDSUlJYdmyZe91pZynWVpakpaWhoWFBUWKFNFVhFEoFHTp0oVZs2bpWlq5uLiQmZnJgwcP6Nq1K3Xq1AFyE19WrFhBzZo1uX79OmXKlKF06dKcPn2agIAAtm/fTnZ2tm6fixYt4tGjRzg4OBATE0NMTAwnTpzA19f3rUyuPHDgABMmTCAjI4MJEyYUdjj/2cyZM9m6dSuGhoYsX76coKAg9u/fz+3bt6latSp6enrcuHGDzMxMrK2tOX36NBkZGVy/fp2RI0dSpEgRMjIysLKywszMjJs3b1K2bFlOnTqFt7c3gwYNom3btoU9zbfe9u3biY6O5smTJ6xdu5ZPPvmErKwsXcLxkiVL2Lt3LyqVirZt2xIXF4dKpWLu3LkkJibyzTffkJ2dzYQJE2jTpg1NmjTBwcEBY2Njxo4dS79+/cjIyKBWrVosWLCAK1eu0KNHD6ytrcnMzARyk/OeTqZ7nmcr3rRp04b+/fvnWzZ37twC2z3vO0a8fywtLWnUqBHOzs7o6enh6urK+PHjsbe3p0WLFtSuXTtftTQhhBDifSCJOUIIIYQQQgjxlrCysgJyqwXMmDEDU1NTEhMTdU+C165dm+LFi3P37l1sbGzw8vJi9uzZJCQkoNFoOHLkCHZ2dkBue4mkpCT09PQoVqwYxYoV073/+fPn+fTTT4Hcp2qTkpLemsSchIQELl++rHt69p8aPnw433//PXp6evmWnzx5Eo1Go2u/Id4feSXv/4+9O4+rOX3/OP46LbaMRNmybxkTImMp5bQv1hlL2YmJsQ1mMEaIiTAYszDZQyGjGUvWklPKvh3ZxxKjpEJZS3X6/dGj8ysyY76DMNfzH8dnO/d9Tp1zuN/nukxNTYmPj6dly5YAtGzZkuPHj1O5cmXt816/fn2aNGlCnz59sLS0ZNy4ca+9+oIQbyOlUqkNa76NHj58SIcOHXj69CmOjo5vze9klSpVClVNeXbffyGUU/Bn5+zZs0Uek56eTnR0NJUrV+bhw4coFAqMjIwYO3YsSqVSW6mvVq1a1K9fn2rVqjFx4kTu37/Pjz/+SPny5Vm6dCl169bFw8MDtVpNbm4ugYGB7Ny5k9GjR/PHH3/g6enJw4cP39pwZfv27YmKiiruYbwS+dW1YmNjiYmJYdiwYZiZmVGjRg3OnTunbXH3/fffs379em0Vrg8++ACVSsX8+fNxdXXF3d2dnTt3YmpqSnh4OJcuXWLv3r3PtYr7r3qZqjXXr1/n2LFjhIaGsnLlSsLCwihdujQ+Pj5ERkbi7e3NjRs3tFWdtm3bhkqlQqPRMGrUKCIjI9FoNLi5ueHq6kpqaiqTJ0+mevXqfPnll0yaNIm2bdsyceJEDh48yNq1a5k/fz6tW7emWbNmb+JhEO+5gu8jz4YpfX190dPTIyQkhKtXrxbD6IQQQojXR4I5QgghhBBCCPGWSE9PJykpCbVaTfXq1bl58ya1atXi4sWLAFy4cAGFQoGxsTE3btzAw8ODDz/8kKioKI4ePcqDBw84e/Ysjx8/ZsiQIXz88cdoNBoeP35MWloaqampAJiZmbFw4UKqVq1KTk4OCoWiOKddSHx8PJGRkf9TMEej0bBw4cIi9506dYrs7GwJ5ryHCv78li5dmuPHj9OhQweOHTumrcSRv8iVmZnJ2LFj0dHRwdnZmT59+tC8eXM2bdqEgYEBWVlZ8u1c8Z/ztoV02rVrR0xMDPv379duy2/FcuDAAcaOHYuBgQF9+/bl5s2b2so6K1euxNTUFFdX10LVI54Nav4TT58+pUePHmRmZmJkZISLiwt9+/bl888/Z+vWrcyZM4e7d+/i5eXFwoUL8fHxISgoiLZt22JpaUlMTAyzZ8/G1dWVgIAAAgMDad++PYcPH36umsT7xNDQ8LmqF+3atdOGmvIDAxYWFuzZswe1Ws39+/e1xy5YsIDffvuNuXPncvHiRdRqNaGhoYwePZq2bdsSExODi4sLoaGhVKlSRcKVb0B8fDzNmzcH8oKvV65cwcnJCX19ffT19VGr1XTt2pX4+HgSEhLw8/PTVtlKSkpi6tSpzJkzhzNnztC+fXsePHhAeno6lSpVwsjIqDinVuxUKpW25WZiYiLHjx8nPj4eX19fli5dyqeffqptwWlnZ8eTJ09wcHDAzc2Nn3/+mbi4OBISEjh27Bh16tShQYMGRd5Pamoq58+fx9HREYDk5GRyc3OpVKmSNqB//vx5vv76axQKBQ8fPqRVq1ZcvXqV5s2bo6enR9OmTf+nOb4o0CjEsyZPnszBgwfR1dVl48aNxT0cIYQQ4pWSpq1CCCGEEEII8ZYoWbIkFy5cYOjQoVSsWJGHDx8yePBgDAwMmDVrFrGxsSgUCvT09OjZsycmJiZ06dKFp0+f0qRJE5ydnTE3N8fJyYm4uDgeP37MhAkTsLW1ZerUqVSuXBmAmTNn4uXlhb29Pe7u7jx+/LiYZ/7/li5dytq1a3FwcGD06NHY2trSsWNH0tPTUalU2m/ZBwYGEhgYSHx8PHZ2dnTv3p3AwECUSiXZ2dksWrSINm3aYGdnx4kTJ1i6dCnfffcdffr0KeYZitfJyMiIs2fPYmtrS1xcHN26dSu0//r167Rv3562bdtiYmJCpUqVmD59Op07d8bOzg5PT89iGrkQ4q+sXLkSgB07djBr1iwqV67MokWLWLNmDXv27KFChQq0bduWTp06ERYWxnfffcexY8do2rQpq1atAsDf35/27dvTunVrTp48CeSFkiZNmsTHH39cZFuWzZs306pVK3bt2sUHH3yg3W5lZcWhQ4cA2Lp1K126dCl03p07d5g6dSrbt29nyZIlZGdnExgYSGxsLJ9++ulreYzedjExMUVur1OnDh9//DEqlQqVSkV4eDi1atUiLi4OQPtcGRsb8+eff6LRaDh9+rT2/ObNm7N9+3ZUKhUnT56UUM5rUrt2bdRqNQDHjh2jbt263Lx5k5MnT5KdnU3z5s3Ztm0bAwcOZO3atSxbtownT54AULVqVfz8/OjWrRsLFizg4MGDfPDBBzx+/JiUlBTtce+bgp9bizJmzBhycnKAvBDgtm3bKF26NPD/7QFv3LiBsbEx+/btIyQkhA8//JAyZcqwd+9e6tatS9WqVTE2Nmbp0qU0bNgQXV1d9PX1tdeF/w8wGxsb06RJE/bu3YtKpUKtVqNQKApV6DEzM2PBggWoVCqOHTtGly5dqFOnDmq1mpycHO3v5bsgPj6evn37/k/npqWl8dtvv73iEYmXkd+Ged++fZiYmBT3cIQQQohXSirmCCGEEEIIIcRbwMLCAg8PD/z8/J7bl52drS3pnd+qavTo0YwbN47Dhw+zcuVKypQpU+S3Ct3d3encuTMJCQl4e3sDee18du7c+Xon9D/y9vambt26dOnShYCAAKKjowkKCiIgIIDWrVsXeU5ycjIRERHo6uqyZs0aALZs2cK+ffsoXbo0ubm5eHt7k52dzZAhQ97kdMRrMH78eAYMGEBiYiITJ07k5MmTDBgwgLp16xIZGUlGRgYBAQE0b96crVu3Mn36dCwtLbVVOH7++WeGDx/OlStXCA4Opm/fvtSoUQNDQ0OOHz/O9OnTmTZtWnFP86UkJSWxYsWK/0T7HPHu+fzzzxkxYgTm5uYsXLgQExMTli5dyqNHjxg9ejT9+/cnKSmJQYMG8eTJE9q2bYu/vz8PHjygf//+qNVqVq9ezZEjR4iLi0OpVDJlyhTmzp3L7du36d27N3PnzsXCwoJHjx6hVCpZsmQJgwcPZteuXRgbGzN+/HiCgoLo06cPX3zxBZMmTeLy5ctMmzaN4OBgAHr27Imvry9OTk4MHjy40BzyK0UAWFpaarcrFAqaNm3KyZMn2bp1K8uXLy9U8SU/+Ad5C7zTpk3DxMQEXV1dLCws/vJxmz17Nv369fvXAZNdu3aRk5NDhw4d/tV1XjcjIyNatmyJra0turq62NvbM2XKFCwtLbGxsdG2ztHT02PAgAFYWVnRtm1bbXWz/HClRqOhQoUKhIaGFud0/hWVSkVERESRnwWLW5UqVahXrx5WVlaUKFGCVatW4efnx/Xr1zE2NqZevXo4OTmRlJREjRo12LhxI40bNyYpKQmlUsnUqVPR09Pj0qVLhIWFUbduXb744gsaNmyIgYFBcU/vjXu2yuOLKjo+24KzRYsWKBQK3N3defr0KV9++SVffvklu3btombNmkDec3X37l26d+/O0qVLqVGjBt26dWPmzJmMGzcOBwcHFAoFjRs3ZtGiRYXu75tvvsHb25v09HR0dHRYtmwZX331Fb1796Zy5crakP/7Lj+Y818NUgohhBDi9ZBgjhBCCCGEEEK85Yoq6f3TTz+xefNmnj59yurVq1947qZNm/jll1949OgRP/7445sa8r925coV7SJFy5YtiYqKok2bNtr9ubm52m8AN2vW7LlWJdOnT+fzzz+nRIkSfPvtt29u4OK1s7KyIjY2llu3blG1alUePHjA7du3+eWXX5g2bVqhRff8b92mpaVpW/VMmTKF4OBgTE1NadeuHR4eHkBe5YwffviB1q1bvzPBnCpVqkgoR7y1+vTpw4YNG/Dz82Pnzp38/vvv9OnTh+zsbJRKJf3798ff35+xY8fi7OyMRqMB8gJnhw8f5vjx46xevZrvv/+eNWvWoFKpePLkCXZ2dlSrVo1Vq1ZhZWWFpaUllpaWuLi4sHXrVho2bEhkZCSZmZnMnj0bPT09UlJSCAsLIzg4GB0dnUIt8MzNzdHX1y9UNSJffqUId3d3Tp48Weh9qHv37qxatYqcnBwqVKhQKJhT8Pq5ublMnz4dGxub56q9FOXrr7/+nx/zglxdXV/JdV6ngm3UBg0aVGhfUeGUIUOGMGzYMG0oGaBVq1bs3bv3tY/1v6zg8zRp0iTt9qKqTBV07949AJYtW/baxva2U6vVuLm5kZmZybx58/jyyy+pWLEi7u7urFmzhoiICO7evUtISAgHDhzgypUrADx69AiAESNGYG1tTXBwsLYFZ4sWLdi2bRslS5ZEo9EQGBhITk4Oe/bs0b6O7d69WzuGdevWaW83atQId3f3QmMsWM3KxMSE33///bl5HD58+NU9KK/Rs+0OExMT6d69O9euXWPLli1Ur16dGTNmFGqBWLt27ee2LV26lPDwcJRKJb/++qtUbhFCCCHEKyHBHCGEEEIIIYR4CxRc9HjWnDlznts2duxYxo4d+7fX9fT0fKfa8+SX369bty579uwB8lom1KtXD0NDQ27dugVAXFwcTZs2BShyMdXCwoLAwEDWrVtHYGAg1atXJzMz881NRLw21tbWjB8/Ho1GQ58+fdiyZQuVK1dm7dq1zy266+rqYmBggIGBAcbGxkDeQmHt2rWBvEX35ORkIG9xHtC2kXiTcnNzGT58OBcvXqR06dIMGTKEwMBANBoNd+/eZffu3ejr69OjRw+ePn1K+fLlcXV1RalU4uPjQ1BQEG3btsXS0pKYmBhmz56Nq6srYWFhzJ07l+zsbKZOnfpOLNSL94e1tTW+vr7Ex8dTtWpVbUWqrKwszp49C8ClS5eYOXMm8P+v5fXr16dUqVKYmpqSlpZW6JpLlixh9erVpKen8/3337Ns2TJCQkJYtWoV33zzDa6ursycORONRkObNm1wc3OjT58+6Ovrs3jxYk6ePMmVK1f47LPPtNcsGKJ5VteuXenevTsuLi4YGRkV2mdjY0P37t0pW7Ys9vb2KJVKbt68yaVLlzh8+DC5ublMmzaN+/fvM2TIED766CPKlCmDrq4uCoWC1q1b4+bmxsyZM+nfvz+mpqZ07NiRxYsX4+PjQ0xMDHv27CE9PR1dXV3c3NxYv349DRs2ZPny5QQGBv7t/uzsbBwdHfHy8qJChQqFFqcHDRrEn3/+Sc2aNalZsya+vr6v4ml/rV42lFyc8qvepKen89NPP7Fjxw4mT57MyJEjUSgUeHl5/eX5BYMcI0eO5MSJE/j5+REYGAjkfV708vLC2NiYP/74gylTphAQEMDjx4/ZvXs3KSkpDBo0iHLlynH79m3Wr19PnTp1XsnclEqltqJPu3btcHR0fCXXfZ9lZGQQHh5OSEgIe/bsKbLKY3BwMK1bt2bdunVMnTqVdu3acf/+fY4cOcKQIUP45Zdf+Omnn6hbty6VKlWiQ4cOdO3alSFDhtCtWzeaNm1KdnZ2kZ+H/2t27NjBnDlzUCqVXLt2jZ9++omIiAjWr19PaGgo9vb2JCQkoFKpOH/+PP7+/owcOfK5bZMmTeLGjRsEBQUV95SEEEII8R6RT2tCCCGEEEIIId4a5ubmxMbGMn/+fEqXLo2NjQ3r1q1j2LBhNG3alMTERNzd3UlJSfnL6wwbNgxbW1t++OEHOnXqRJs2bQgKCmLUqFFvaCbi3/ir56lSpUrcunULfX19rK2tmTdvHlZWVixevBiVSsWyZcvIzc0F8lpFPH78mMTERFJTUwEoX7488fHxZGVlcfXqVW27mb9anH/dwsLCqFmzJpGRkYwcOZILFy4AsG3bNtzd3dm7dy+bN2/GysqKXbt2PRcQALhz5w5Tp05l+/btLFmyBI1Gw7x584iMjESlUvHdd9+96WmJ/ziFQkGrVq0YP348np6ezJ07l+XLlxMREYGhoSEAZmZmHDp0CEBbMefZajMFt40ZM4bTp09jY2PDokWLqFixIidPnsTBwYGgoCCGDRvGiRMnCAsLIzU1ldWrV2vDqa1atcLW1pZVq1a99BxKlizJtm3b6NWrF66urgwcOFC7UKujo8PQoUNZtWoVkZGRdOrUibZt23LgwAHs7e05d+4cp06d0laa0NPTY8yYMXTs2BEXFxcyMzM5fvw4zZo14/z58xw9elTbNiufiYkJ27dvp0qVKmRkZBAdHc2NGze4e/fuS+3Pd+/ePTZu3Mi4ceMIDQ3l8OHDlCxZkoiICMzMzF768ShuY8eOJSoqioMHD9KwYcPiHs5f+umnnwDYvHkz69evZ/DgwdoqP38lIyODnTt3MnToUC5dulTkMffu3WPDhg2MHz+e1atXs2fPHtzd3bVVUpKSkggNDeWHH34oMtwt3pz832kLCwsiIiKKrPL4+PFjli5dCsCMGTOIiYkhKyuLatWqMXbsWPbv38/BgwcJDg5GoVAwZswYdu7cSbdu3YC818fevXu/2Ym9pYYPH87GjRvp168fKSkpNG7cGB0dHW3Q8/z586hUKpRKJZ9//jn3798vcpsQQgghxOsgFXOEEEIIIYQQQrw1DA0NiY6OfuH+nTt3Pret4LdZVSoVQJHfpN+/f/+/H6B45TQaTaFveWs0Gu2C5otUrVqVJk2aULt2bVJSUrCysuLYsWPY2tpia2urPW7ChAnY2tpiYWFB5cqVgbxFr969e5OTk8OIESPQ19d/PRP7B86fP8+GDRvYvXs32dnZZGZm4uzsDKBdTLp165a2SpSFhcVz1zAxMdGGjNLS0khNTeX8+fPaigbJycmFWsAJ8Sb06dMHpVLJ+vXrSUxMpEuXLlhYWGjDZV9//TUDBgzAz88PKysrZs2aVeR1atSoQbdu3Zg5cyaNGjUiJCSk0P5nW+oU1d6oqHY6+e8Zz95+WcOHD8fPz48VK1YwcuRITp8+TXp6OuPGjWP//v1oNBrta4y+vj4BAQFkZ2ezatUqJk+eTGpqKg0aNCA+Pp7MzMznXo/yK3lVq1aNxo0ba2/ntwgquL/g7fz9+QouTl++fJlr164Vej05ePDgP567+Gvt2rVj9uzZbN26FbVaTYcOHYiLi0OpVDJ58mScnJyKPK9gkCMgIABra2ugcAvP/OfzRc97kyZN0NPTw8LCgsuXL7/UeDUaDd7e3vzxxx+UKVMGX19fJk6cSFZWFkOGDHmu1Zh4OWq1Wvung4ODtlpYQfkBRUdHR+1nooYNG9KrVy/Gjx/PvHnzXnj9qVOncv36dT7++OPXNod3iZGREYsXLyYxMZHBgwdTsWJF7b7c3FzMzMxwdnbWfs7Mysri3Llzz21LTk4mJyenWOYghBBCiPeXBHOEEEIIIYQQQgjxSj27wGdra8uuXbvIyMggICCA5s2bo1QqadWqFYmJiTg6OrJz504ePnzIzJkzGTlyJDExMfj7+z933tatWzlz5gwlS5akXbt2JCQkcPnyZa5fv46uri5lypTRLrC7u7vTuXNnEhIS8Pb2BvIWPQ8cOFBovPktQuB/W5z/t8zMzOjfvz9ffvklAOHh4URFRREfH8+5c+do3LgxderUIS4uDnd3d06fPv3cItyzVUaMjY1p0qQJu3fvRldXl6ysLAnliDdOoVDg4eGBnp4eXl5ez7XxqVKlirbKR76YmBgAateurf3dXLdu3SsdV36bpyFDhuDr64tSqeT7778v1D6uRIkS9OjRg8zMTIyMjHBxcQHywn2RkZHo6OiwePFiJkyYQO/evenSpQvGxsacOXOG77//nu7du+Ps7MzVq1c5dOgQixcvJiIigoyMDL788ktKly7N1atXSUhIICkpCS8vL2bMmMGuXbu4ePEi3bp1Izs7Gzs7O27fvs3Dhw+1Y3i2ktCzt/P3v2hfnTp1iIqKAuD06dOv9LEV/69du3a4urri4+ND/fr12bNnz9++xxQMcjg7O2uDNQVbeP7d837mzBlycnJQq9XUq1fvpca6ZcsWKlWqxPLly9FoNLi5ubF161Y++OADnJyc6NOnz0vPW/w/fX19XF1dycjIYP78+UUGc14UUBw8eDD+/v7MmTOHiRMnFnn9GTNmvNbxv2uWLFnCb7/9xsOHD/Hw8CAuLq7Q/mbNmlGlShWUSiUKhYJevXrh7e393LbBgwdz9+5dunfvztKlS6lQoUIxzUgIIYQQ7xMJ5gghhBBCCCGEEOKVenaBLyMjg0mTJnH58mWmTZtGcHAwAJ988glt27YlMDCQ8uXLP1cF44svvnjuvDlz5hAdHU1aWhpKpRKAyZMns2LFCmrUqEGvXr24efMm1atXZ9OmTfzyyy88evSIH3/88U0/DC+tc+fOjB49Gnt7eyCvXQ9AfHw858+fp3HjxnTt2pUePXrg4uJC2bJln6us8exCvI6ODuPGjcPBwQGFQkHjxo1ZtGjRm5mQEORVKZswYUKRFczeVtu2bWPmzJns3buXzMxMWrVqxeTJk7XBvri4OBISElCpVJw/fx4vLy+ys7OJi4tj5cqVXLhwQRsm0tfXJzc3lwMHDmBiYsKePXvIyclBo9FQq1YtMjMzMTExQalUsnTpUipVqkRCQgKurq54enoye/ZsXF1dSU5Opnv37oWqgf1brVu3JiAgAAcHB6pVq0ajRo1e2bXFv1MwyBEaGkrfvn1xd3cvVPnj71SqVImuXbuSkpKifb/9O5cuXcLKygrIe/9Qq9V07twZgNTU1L9tISqep1QqtZ9T8hVV5fGvAoqTJk16rWN834wZM0b7Gaqggs/F5MmTmTx5cqH9RW179jkRQgghhPi3JJgjhBBCCCGEEEKIV+rZBb61a9cSHByMjo5OoW/3W1paFnk7X1Hn6erqYmBggIGBAcbGxgBcvHiRfv36AXltnBISEqhevTqenp54enq+tnn+UyqVioULF5Kbm8udO3f4/PPPWblyJaVKlWLz5s3079+fhIQE1q9fz9q1a+nfvz+nT5/m8ePHDBw4kJo1a3L69GkuXLjAsGHDAEhISKB79+4MHjy40P1AXsUgd3f34piqENjY2Ly1LZKKqjKS3xKoYPu4/LZC+a9P58+fR6VSaRd4a9Wqhb+/P9988w29evUCICUlhV9//ZVZs2Zx6NAhDhw4wJo1ayhVqhQXLlwgLS2N+Ph4Vq9eTW5uLhERESQnJ7Nx40ZCQkKoWrUqs2fPpmrVqnh6enL69OlCVTHygz/169fXbvP19f3L/flhgIKL08uWLUNPT485c+ZQs2bNf/Nwipf0d1XLigpy/FULz4LHDxw4EMgLdFavXr1QAORl5LdT6tixIxqNhubNm7Np0yYMDAzIysp6K9o+CiGEEEII8S7T+ftDhBBCCCGEEEIIIV5e/gIf5LW1Wrx4MSqVimXLlhWq7KKjo1Pk7XxFnafRaHj8+DGJiYmkpqZq72/9+vWoVCqOHz/+XJunt0lubi5btmzB3d2dI0eOsHfvXkxNTVmwYAGNGzcmOjqajz76iNDQULy9venXrx9790kiiBcAACAASURBVO7l6NGjbN68mZycHGrWrMmJEycASE5OJiQk5LkWQUKIFzM0NOTWrVsA2lYnRbV7ym8rdPLkSSDvtcbZ2RmVSoVKpWLNmjVA4dcvKysr5s2bh7W1NSVLluTChQvUqVOHdevW0bVrV1QqFdbW1uTm5qKvr09OTs5LX/tVGjx4MLa2tuzfv59PPvnktdyHKKxVq1Z07dqV/fv3F/dQntO5c2du3bqFra0tHTt2ZPr06XTu3Bk7O7u3KuD6Irm5uXTo0AFbW1vt75QQQgghhBBvE6mYI4QQQgghhBBCiFeqc+fObNu2DVtbW8qWLUurVq2wtbX9x61YijpvwoQJ2NraYmFhQeXKlQGYOXMmXl5eZGZmoq+vT2hoKGXLln2lc3pV8qtyVKtWDRMTE+3t7OxsWrRoAUDLli05fvy4dn4AV65cYdKkSYwYMYILFy4wf/58AJo1a4auru4bnoUQ7zYHBwe+++47jh49ip5e0f892rVrV7p3746LiwtGRkZA3u9blSpVUCqVKBQKevXqhbOzc6HzrK2tGTVqFObm5rRs2VIbILS3t6d///5s3rxZe6y5uTmTJk3Cw8ODkJCQv732q/QutRh7lzxb9Sa/ghGgfd1+nWrXrv2Pq+VAXgBsxYoVhbbt3bu30N/zq7EVrND0trh16xYffPAB27dvL+6hCCGEEEIIUSTFsz3Ii1PLli1zjx07VtzDEEIIIYQQQgghxFsqOzsbPT09EhIS8Pb2fqcW4VQqFREREfj5+REYGEh2djZDhgzB19eXxo0bc+HCBaZOnYqfnx/169enRo0ahIWF4e/vz5EjRwgICGDlypUEBQVx8+ZNPD098fHx+Z8WYYUQQoj3Rd++fQkPD6djx448fvyY27dvY2JiQlBQEMHBwezevZv09HQAtm/fzuPHjxkwYAApKSnUrVuXVatWERYWxty5c8nOzmbq1Km4uroW86yEEEIIIcTbTqFQHM/NzW35MsdKKyshhBBCCCGEEEK8MzZt2kT79u3p0qULkydPfq33pVKp8PHx0f49KSmJmTNn/s/XS0pKKlQtoyAjIyPOnj2Lra0tcXFxdOvWDXNzc2JjY/Hw8KBVq1aULl0aGxsb1q1bx7Bhw/7ncQghhBDvEz8/P5ycnLCwsKBz585ERkaiVCrZtGkTAJUqVWLHjh2Ymppy+vRpli5dirOzM1FRUaxYsQKNRsO8efOIjIxEpVLx3XffoVKp3srqQEIIIYQQ4t0krayEEEIIIYQQQgjxzvD09MTT07NY7rtKlSr/KgzUpk0bLCwsABg4cKB2e/7Cn5OTU6HjDQ0NiY6O1v590aJFhfaXL19equUIASxfvpyAgACmT59Ohw4dins4Qohicv78eY4fP86SJUvIyMigV69eGBoaattImpqakpaWxqVLlxgxYgSQ18YrOTmZc+fO4eDggEKhIDk5mbep04AQQgghhHj3ScUcIYQQQgghhBBCiBdQq9W4ublhb2/PiRMn6Nu3LwCbN2+mTZs22NnZERUVRZcuXbh37x4AY8aM4fjx41y4cAGlUolSqeSHH34odN2wsDBsbW2xsrJi165db3xeQrwLNBrNSx23ceNGYmJiJJQjxH+cmZkZEyZMQKVScejQIc6dO8fNmzdRKBQsXLiQ06dPM3r0aMLCwliwYAEA06ZNY8KECeTk5BASEkLdunWpWrWqBF+FEEIIIcQrJcEcIYQQQgghhBBCiBfIyMhg586dDB06lD179gB5YYGZM2eyb98+9u3bh42NDT169CA0NBSNRoNarcbS0pJJkyYREBCASqVi1KhR2msW1TJDCJFHpVLRuXNnOnXqxPbt258LsD0batu0aRNHjhzBxcWFy5cvF/PohRDFydvbm99//x0HBwfs7e1p0aIFhw8fBmDnzp18+OGH/PDDD5w5c4atW7fSvn17tm7dipmZGWvXrsXd3Z1du3bRqFEj6tWrV8yzEUIIIYQQ7xNpZSWEEEIIIYQQQgjxAs2bNwfAwsKCZcuWUaVKFVJSUqhVqxalS5cG8tpgdO3alY4dO5Kbm4utrS0AqampNGrUSHtMvtTUVM6fP4+joyOAtmWGQqF4k1MT4q319OlTduzYgb29PZGRkWg0Gtzc3HB2dtaG2vK37d27l59//pmIiAj09OS/OoX4L6pdu7a2wk3BSje5ubn8+uuvODo6EhMTg6urK9OnTycrK4ucnByioqLw9fXF0tISZ2dn7t+/z927dxk+fDi7d+/m4MGDxTUlIV5IpVIRERGBn5/fSx+vUqm0rVOFEEIIUTzkX6tCCCGEEEIIIYQQL6BWq7V/Ojg4cPbsWUxMTLhx4wYZGRmUKlUKjUZDmTJlePr0Kb/88gvr1q0DwMTEhEuXLtGwYcNCLXmMjY1p0qQJu3fvRldXl6ysLAnlCFFAixYtigywpaSkFBlqE0KIoigUClq1asX48eMZPHgwc+fOZfny5ZiamtKgQQPtcfnh2Tp16rBv3z4ATp48WSxjFkIIIYQQ7ycJ5gghhBBCCCGEEEIUQaPRcP78eSpUqABA7969CQ8Pp23btnh4eNC+fXsuXbqEq6srurq63Lt3j2vXrvHtt98SHBzMrFmz+Oyzz1AoFHzyySd06dIFyFsAHDduHA4ODigUCho3bsyiRYuKc6pCvFV0dHSKDLDp6upKqE0I8Y/06dMHpVLJ+vXrSUxMxMHBAQMDA4yMjJ47tnXr1vzyyy84ODhQq1YtatasWQwjFuLFVCoVK1asIC0tDTc3NzIzM9m0aRO+vr6cOnWKcuXKERwcjKGhIV5eXqjVajQaDV26dMHV1ZVOnToxYsQITp06xYoVK/jpp5+Ke0pCCCHEf4YEc4QQQgghhBBCCCGKkJ6eTt++fZk1axYajYaMjAx+/vlnLl++zLRp0zh8+DBKpZLRo0fTtm1bxo4dy59//klwcDAAjRo1IioqqtA181tsuLu74+7u/sbnJMS74kUBNgm1iX8rLS2NyMhIPv300789Nj4+Hl9fXwIDAxk1apQsYr+DFAoFHh4e6Onp4eXlRd26dQu1AXq2vU9gYOCbH6QQ/1BGRgbh4eGEhISwaNEiHj16RHR0NEFBQQQEBGBnZ4euri7z58/n22+/BeD333+nW7dujBgxgpCQEHr16lXMsxBCCCH+WySYI4QQQgghhBBCCFGES5cuYWVlBeSFBNauXUtwcDA6OjqFqnRYWloSGhpKWFgYI0aMKK7hCvFeUCqVKJVKoOgAW1HbVCrVGxqdeB+kpaXx22+/vVQwp6C/CuWoVKpCYY/4+Hh8fHy0Ycy/ExgYSHZ2NkOGDPlHYxJ/bf/+/UyYMIHVq1c/t69nz57cvn2bkiVLsmnTJvbv38+1a9fw8vLCyMiIW7dusXnzZsqWLcu5c+e4efMm8fHx1K5dm+XLlxfDbITIc/nyZW7fvo29vT3+/v4MHToUY2NjOnbsyLRp04iKimLnzp0kJSWh0WioWrUqAE5OTtSvX58tW7YQEBBAVFQUn332GYMGDWLAgAHEx8ejo6PD3r17te3dhBBCCPHqyLurEEIIIYQQQgghRBHMzMw4dOgQkNfWavHixahUKpYtW0Zubq72OB0dHbp164avry+lS5curuG+M1QqFT4+Pv/onPj4ePr27fuaRiSEeN8dOHCA1q1bY29vj5WVFeHh4SiVSlJSUujZsyft27fH2dmZ+/fvAzB16lRsbGxYsGCB9hrt2rUD8sJj2dnZ2tsAs2fPZs+ePVhbWzNz5kymTp3Kjh07WLly5ZudqCjExsaGgwcP0rBhw+f2BQYGEhUVRc+ePQkJCcHKyoqDBw9y5MgRlEolBw8e5ODBg9qA7kcffURERAQ3btwgLS3tTU9FCK2nT5/SoEEDhg4dyoIFC6hbty62trZ4enoyf/58SpQogaGhIe3bt6devXokJSVpz+3duzdDhw5l4MCBxMbGEhwcTGZmJjdv3iQqKorIyEgJ5QghhBCvibzDCiGEEEIIIYQQQhShc+fO3Lp1C1tbWzp27EiNGjWoVasWq1atAiApKYnr168DeQu2bdq0ISgoiFGjRhXnsIUQQjxjx44dzJkzh8jISGJjY3FyckKlUmFiYkJgYCD+/v788ccftGrVigULFrBy5UpKlizJ6dOnOXXqFPHx8Vy6dAnIq7gzY8YMAM6dO0f79u05duwYWVlZlCtXjilTpnDlyhVq1KjBokWLaNKkCeXKlaNmzZqo1WoANm/eTJs2bbCzsyvU8jAhIQF3d3cSExPf/IP0H5KTk8P48eOxtbXl559/JjExESMjI+7cucOBAweYMGECBw4c4M8//6R69eoAmJubA1CtWjXS09OLc/jiP65Bgwbo6+vz888/s3XrVjw8PChdujQLFy4kNjaWFi1a4OLiQmZmJr/++it37tzRnuvg4EBKSgr79+/Hzs6OpKQkUlNTGTBgAH379sXHxweNRlOMsxNCCCHeXxLMEUIIIYQQQgghhCiCjo4OK1asIDo6mh07dvDVV18xYMAAZs2ahUqlokqVKly7dg09vbxO4fXq1WP//v1/2e5E5ImLi6NTp05YW1vz888/a9uC+Pr6olKpClW3KFhxIisri969exMVFUWXLl24d+8eAGPGjOH48ePFMhchxNtv+PDhbNy4kX79+pGSkqLdnh/Q8PT0RFdXl169emFoaEiFChWIiIigefPmz12rYCtDMzMzoqKiqFKlCg8ePGDnzp0oFAocHR1p0qQJ169fR0dHhzt37mBhYcG4cePQaDTMnDmTffv2sW/fPmxsbABITEzks88+Y9myZTx9+pTIyMgXzqeoAGh+9R7x906dOsWjR4+Ijo5mxIgR2ip4NWrUIDIyEnt7e86cOUPFihW15xR83gtWzRPiTbt37x5hYWGMGjWKr7/+mosXL7Jo0SLGjBnDiBEjMDc3R61WExgYiIeHB126dMHX11d7vpGREVFRUahUKk6ePEmVKlXo1asXQUFBpKSkcPTo0eKbnBBCCPEek2COEEIIIYQQQgghxEtSq9W4ublhb2/PiRMnnmuvNHfuXObNmwfAjBkzUCqVtG3blnXr1r32seW3WXlXbNu2DXd3d3Jycp7bV7C6xaBBg4C8UM7AgQPx9vamffv29OjRg9DQUDQaDWq1GktLyzc9BSHEO8LIyIjFixczZ84cJk6cqH3dyQ9oHDp0iOrVqxMaGsqFCxe0+0uVKgUUDmUYGBjw4MEDbt++zZkzZ7C1teXGjRuUK1cOgNKlS7N//34Anjx5QmJiIk5OTty4cYM7d+6QkpJCrVq1tK0P89vGBAQE0KNHD0xNTYmPj//LYM7/GgD9X1oJFmzd9b746KOPuHz5Mq6urhw5ckS73crKCgMDAxQKBWXLlqVNmzbFOEohiqavr4+rqyuLFy9m5MiRlC5dGhsbG9atW8ewYcNo3bo1mZmZODg4aCt9Qd7nKEdHR8aMGUPnzp2xs7PD09OTBw8e4ODggLW1NX/++SdNmjQpxtkJIYQQ7y+94h6AEEIIIYQQQgghxLsiIyOD8PBwQkJC2LNnT6F93333HQBfffUVcXFxJCQkoFKpWL16NfPmzaN3795/e32NRqNdpH2f5bcEMTU1RaFQkJWVBfx/FYLhw4fj5+fHihUrGDVqFJUqVSI6OhoXFxdtVYiuXbvSp08fGjRogK2tbbHMQwjxbliyZAm//fYbDx8+ZOLEiaxcuZLu3buzYMECLl++zIABA2jQoAHlypXjzJkzlCxZEhsbG20gxdDQkKdPnwJ5oY7169eTkJBAiRIliI6OxtzcnNTUVCDvddze3p4LFy5QunRpqlWrRnh4ODdu3GD06NEYGRmxb98+2rVrR40aNbCzs+PgwYP4+Pgwe/Zsnjx5QkxMDLGxsRw8eJAlS5bQv39/SpYsiZOTE9988w3t2rUjJiaGsLAwpk2bRsuWLbVjvXz5MsOHDyczMxMnJ6eXDuL8V95/lErlC6sLDRo0SBsGDQ4O1m4vWG0kMDDwNY7u1cof68CBA4t1HOLVKernd9GiRc8dV9TP6eHDh7W3n31diI6OfiXjE0IIIcSLvf+ftIUQQgghhBBCCFFs/u5b/wWNGTOmyOopb5PmzZujUqlYtmwZ8+fPZ8+ePQQHB3Pq1Cn8/PwYMWIEvXr1omfPnqxfv5727dszYcIELl68iIODAwCjR4/G1taWjh07kp6eTnx8PHZ2dnTv3p3AwEBiY2OxtrbGzs6OkJAQPv/8c86cOQPAwoULCQ0NJSkpCTc3N5RKJZMmTSo0xsOHD6NUKrG2tmbVqlVv/DF6GQWrT9y7d49bt24BeS2uoHB1i2nTpgHg4OBAzZo1tZUiypYtS7ly5fjhhx/o1avXG56BEOJdMmbMGKKjozlx4gQeHh7s3r2bTZs2UbNmTWJiYujQoQMXL15k3759DBw4kKZNm1KiRAk+/PBDunbtSvny5fn0009xdHREoVAwbNgwVq5cSYMGDXB1daV27dqUKlUKV1dX9PX1cXNzA+DQoUPk5uZibGyMpaUl33zzDVu2bMHZ2ZmsrCwOHz6sbcNXokQJunXrRmBgIC4uLvTr14+9e/eiUqnw9vZm3759z73e+/v7ExUVhY+PD0lJSQBMnjyZFStWEBUVxdmzZ7l582ahc56t/Fbw/SciIoI2bdrQpk0bIiIiCp23bt06vvjiCwCWL1+OjY0NNjY2nDhxAoBmzZrRv39/mjVrxqlTp179kyiEEEIIIcQ7TCrmCCGEEEIIIYQQ4rXJD+bY29trt73oW/kLFy58k0P7n6jVatzd3UlPT2fcuHGEhIRw5MgRLCwsKFeuHO3ateOTTz7h66+/ZujQoQwfPpzKlSuze/du/P39OXr0KI8ePSI6OpqgoCACAgLw8PAgOTmZiIgIdHV1sbGxYcuWLRgbG6PRaDA1NWXDhg34+fmxc+dOtmzZwsSJExk7dizOzs5oNJpCY5w6dSpbt27lgw8+wMnJiT59+lCiRIliesT+nq6uLrt27eLo0aPo6eX9V9Wz1S3yzZgxg+HDh7NhwwY8PT3x9PTEx8eHRo0aFdfwhRDvgTFjxjBmzBjt3z08PIC81k8qlQqAlStXPndeTEzMC68ZFBQEwOnTpwttnz17Nn379qVDhw7s2rWLw4cPY2pqypAhQ5g2bRpz584F4I8//gCgZ8+e+Pr60qdPH/r27asN/UBeG6yyZctStmxZTExMALh48SL9+vUDIC0tjYSEBKpXr64959nKbwXff9q1a6etBufq6oqjoyMAGzZs4MiRI/z444+kpqaydetWoqOjuXfvHl5eXmzevJmkpCRt0Gj16tVYWFj83cMuXoOnT5/So0cPMjMzMTIywsXFBR8fH/z8/LRVVJRKJV5eXhgbG/PHH38wZcoUAgICePz4Mbt37yYlJYVBgwZRrlw5bt++zfr166lTp07xTkwIIYQQ4h0nwRwhhBBCCCGEEEK8NkuXLtW249BoNFSsWBF3d3du377Nrl27yMjIICAggObNm6NUKomIiMDPz4+bN28SHx9P7dq1Wb58eXFPQ0tfX58JEyaQnJyMs7MzW7duxdzcnOPHj9OqVSvOnTvHkSNHmDp1KmZmZnz99dcYGhpSrVo1AK5cuUKLFi0AaNmyJVFRUUBepQFdXV3t/RgbGwN5i67W1tb4+voSHx9P1apVKVWqFJcuXWLmzJnaYwpSq9V07tyZ1NRUcnJySElJITw8nCZNmvDgwQPtY5wvPj4eHx8f7SLy61awDUN+e41Ro0Y9d0zBRXL4/0XuxYsXa7cpFIqXahEmhBBvi7p163L8+HE6dOjAsWPHMDMz04Zw4uLisLOzQ19fX1tBTl9fnwULFvD06VOsra0LBXM0Gg2PHj3i3r17pKSkAHkVx5o2bcoPP/xATk5OoQplkFf5DcDCwoJly5YVev9RKBSUK1cOgLNnz2rbY/n7+2tDSFevXkWtVmNnZ1fouvXr16dUqVKYmpqSlpb2Sh8z8fI2b95Mq1atmDx5Mt7e3i887t69e0RERLBhwwZWr17Nnj17mDVrFrt376ZFixYkJSURHh7O8ePHmTNnDgEBAX9730lJSaxYsYLJkycXuT+/BZsQQgghxH+RtLISQgghhBBCCPFeehfaIr1v0tLS+O233wpt8/b2pl+/fqxYsYLk5GRcXV3x8vLiiy++oGnTpgQHBzNv3rznrvXRRx8RERHBjRs3XtkCX34Y5N+cHxYWxty5c+nXrx+WlpYMHToUhUKhXWjq3r07rVq1AqBBgwb4+/uzaNEimjVrBvz/gizAsWPHqFevHlA4XKNQKLhz5w6Qt+iqUCho1aoV48ePx9PTEwAzMzMOHTqkPaag5s2bs23bNlq2bMlvv/2GqakpAwcOxNLS8l/N/20TGhrKrFmz8PLyKu6hCCHeU0qlEl9f31d6zU8++YSzZ89ia2tLXFyctnJO586dtceYm5sTGxuLh4cHW7duxcbGhrZt2z4XRJw4cSK2trZMnz6dKlWqADBkyBDCwsKwt7fH3d2dx48fa4/XaDSo1WogL8Tp4OBQ6P1Ho9Fw//597t+/X+h+Vq9eTd++fXny5Al16tTh448/1lYTCg8PBwq3KMzNzX1Fj5b4p65evaoNX1laWnL9+nXtvoLPS+PGjdHR0aFatWqYm5sDUK1aNe7duwdAkyZN0NPTw8LCgsuXL7/Ufe/atQtTU9NXNRUAAgMDmT17tjaMLIQQQgjxrpKKOUIIIYQQQggh3jsajeadaIv0vskP5nz66adF7m/WrBmBgYEMGTKEtWvXolarGTJkyHPf5gcKLRKlp6dTvnx5VCqVttqLRqPh9OnTHD9+nMGDBxd5f8XxzWwjIyPtgmvVqlWZOHEijx8/ZtKkSXh4eLB+/XoOHTqEoaEhJUqUYNmyZXzyySf8+eefRERE4OjoyIMHD2jWrBn379+nV69eTJkyhVOnTnH06FGCgoKws7Nj/fr1ODg4cPPmTcqVK8eWLVuAvMe4atWqNGvWjJs3b7J161YmTZrEo0ePaNeuHXp6eqjVatzc3MjMzGTTpk2Fxp8fPMrOzmbq1Km4urq+0cfvn+jWrRvdunUr7mEIIcQ/oq+vT0hISKFtsbGxzx0XHR2tvZ3fWitf/ntb586dCwV6AExNTWncuDHZ2dlkZmZy6dIlvvzySypWrEjdunV59OgRFSpUICcnR1uZzN/fn127dpGamoq1tTVlypShVq1aACQnJ7N69WqGDh1KzZo1ady4Mfr6+tja2qKrq4u9vT1Tpkz59w+MeCXq1Kmjbbt58uRJGjVqRFxcHJBXkalp06ZA4SBVUaGqM2fOkJOTg1qt1oaIi3LgwAHGjh2LgYEBtWvX5vz58wwcOJC2bdvSokULYmNjmT17dqHPE3PnzkVHR4evvvrqpeZUpUoVbYU9IYQQQoh3lQRzhBBCCCGEEEK89VQqFfPnz9cuMq1fv57evXuTlZWFiYkJGzdu5M8//2TQoEHaVklr1qwhIiKCJUuWsHbtWkqXLs38+fO1bYTEq1FwQebChQvk5OSgVCr59ddfGTFiBJcuXSI9PR0PDw+uXLnChQsXUCqV3Lp1C2NjY1asWEGvXr2wtrYmLi6O4OBgAL777jvCwsLYuXMn5cuXZ+HChZw6dYqNGzeiVqvp2bMnixYtQldXl5YtW9KsWTO++OILTp06hUaj0V5n6dKlrFy58l9XyymoqFZMgLaqgpOTU6HjDQ0NtQusv//+O127dmXWrFloNBpsbW217axcXV1xdHTE0NCQlStX0rhxY5ycnKhevTr37t2jW7duHDx4EFtbW/T09KhXrx5nzpzh3r17eHl5ERMTQ8WKFTlw4AAGBgYMHDgQHx8f6tevX6jiQ0ZGBuHh4YSEhLB06VJtFR6NRsO8efOIjIxEo9Hg5ub2VgdzhBBCFK3g6/yePXtITk4mIiICXV1dXFxciI+P54MPPsDJyYkdO3aQnZ3NpEmTuHz5MtOmTSM4OBilUsmGDRtwdHTkxx9/JCIighEjRuDr60tubu5zodr8sFDt2rUJDAwshlkXn4LB4eLWtWtXunfvjouLC0ZGRpQrV47ExETc3d2pWLHiS1+nUqVKdO3alZSUFO1nqqJs27YNPT09SpQooW2nZmdnx5kzZ/Dw8MDGxobevXvTsGFDHj58yLfffsumTZtQq9VYW1szfvx4mjZtyrx58+jZsyfff/892dnZHDx4kBYtWmBiYoKLiwt9+/YlKCiINm3a0LRpU06cOIGvry8dO3b814+ZEEIIIcSbIMEcIYQQQgghhBDvhIKLTD4+PrRs2ZI5c+bg4+NDZGQkDRo0KLTwtGbNGgC2bNnCvn37KF26NNeuXWPgwIH/uQWj12nHjh3MmTMHpVLJtWvXmDJlCkFBQUBe+4GsrCw+/vhjvLy8MDMzQ19fH5VKxWeffUZISAirVq0iPj6eY8eOMWDAABYtWoSLiwuQF4BJT09HpVJp7y8tLY3c3FyGDx/O2rVriYiIYPLkyVhYWHDs2DFatGjBxYsXWbJkCdnZ2UyZMoUqVapQqVIlHj16xFdffcW8efMwNTVl+/bt3L17l2PHjuHs7MwXX3xBZmYmnTt35ptvvqFLly4EBgZiZGTEmDFjtO2r/o1Lly5hZWUF5LWvUigUlCtXDgBdXV3tcebm5ujr66Ojo8P+/fu5desWffv2JTQ0FG9vb65evYparcbOzq7Q9c3MzDAwMPjLMeS3uLCwsNC2IAFITU3l/PnzODo6AnlVEopafBVCCPF2K/g6v2zZMpo1a6Z9j1Gr1doqO6mpqaSkpBAWFkZwcLD2fSmfv7+/NnDTvn17oqOj6d27N25ubvTr1+8Nz+rtoNFoCrX/etuULFmSbdu2FdpWVMvH/M9qRYWN4+PjqV69uvaYv1KrVi2ys7MxMTHhwYMHQN7nhyZNmjBmzBjaSh05eAAAIABJREFUtWuHubk5YWFhVK1ald9//53KlSuTmZmpDRM/fPhQ+9kIYMCAATx9+pSRI0eyffv2QveXkpKCj48PFStWxNnZWYI5QgghhHhnvL2fIIUQQgghhBBCiAIKLjIlJiayfft22rdvz6ZNm0hMTAQotPCUb/r06Xz++ed4e3uTmpr6xsf9vhs+fDgbN26kX79+2m9KA+Tk5DB+/Hg6depEmTJl6NixY6EFnmXLltG0aVNmzZrFhx9+SO3atYmKiqJu3boMGzaMatWqYW5uTmBgIOXLl9eeV758eZYvX06tWrVQKBRcv36dc+fOceLECZycnAgPD2f//v0kJCSQnJxMmzZt2LFjByqVCgMDA86dO0d8fDzm5ubExsZy4MABrKysMDMzQ6VScejQIcLDw3ny5Ak9evQgNDQUjUaDWq3+16EcyAvOHDp0CMhb3NNoNNy/f5/79++Tk5OjPa7gwqiNjQ1RUVEcOHCAs2fP0qRJE+rUqcPHH3+MSqVCpVJpAzYFFwv19fULXTOfWq1m8+bNxMbGFmpPYWxsTJMmTdi7dy8qlQq1Wi2hHCGEeAep1Wrtnw4ODoXeG5o3b8727dtRqVScPHkSU1NTFi9ejEqlYtmyZdpWRgCrV6+mb9++PHnyhJycHGbMmMG6deuYP3/+G5/T66JSqejUqRNubm7Y29tz9+5dRo8eja2tLR07diQ9PZ34+Hjs7Ozo3r07gYGBxMbGYm1tjZ2dnbYtWVxcHJ06dcLa2pqHDx8W86zenJSUFKZNm8acOXO4fPkykPd5PP9nTqFQoKOjQ7ly5dDT08Pf35/4+HhCQkJwd3cnOTmZAwcOYG1tDeQFk69evYq5uTlpaWnPffaqWLEiNWv+H3v3Hpfz/T5w/NVJckoop001JrOQIRJ3d4kSYpTmuCwaYWvz3WKSWE4bG9/RnCIjNIcxliLcEuInpG05JDGRQ4mZdbzv3x8e3etW22zfyOF6/rO79+fQ9f70qc897+u+rmbUrFmz3Ht+IYQQQoinmSTmCCGEEEIIIYR4JpRdZGrcuDH16tXDw8ODe/fuMXfuXLKystDX16ddu3aMHDmS48ePc+rUKezs7GjWrBkHDhwgMDBQe77ScviOjo7aczs4ODBhwgTs7OyIjY2tknk+a8zMzAgPD2fevHkEBQVpE0FOnTrFb7/9RkJCAuPHj9cu9Onp6aFSqQgODtaeo27dumRmZlJUVERGRgYWFhbafR9mbm6Oubk5v/32G7du3eL+/fsYGBjQvHlzVCoV3333Hd27dwegUaNGZGdn06hRI65cuQI8+CT5vn37mDBhAqdOnSI5OZmOHTty8eJFPDw8cHJyIi0tjRs3bjBgwAB27NjBwYMHUSgUlXK9PD09uXbtmnbBLyQkhF69etGzZ0+mT5/+p8dZWlqSkZGBg4OD9jr06dMHhUKBs7Mzc+fOLXeMm5sbAQEBLF26VGfcyMiI8ePHs2zZMvz9/bXj+vr6fPjhh/To0QNnZ2cCAwPRaDQ6i7RCCCGefkZGRri7uxMeHk6vXr2ABwkooaGhzJgxA09PT5ydnenXrx++vr7Y29ujUChYvXq1znns7Oz46KOPGDlyJMeOHaNbt27Url1bW1nteZGfn8+uXbt49913WbJkifb9y1tvvaV9ht64cYPo6GjeeecdJk+erK3I6O3trT3Pjh078PDwYO/evVU1lUphZWWlk0wdGRn5p9Um09PTGT9+PH379tUmwJdNBFOr1ZSUlHD37l00Gg1ubm64urry4Ycf4ujoiLGxMWfOnMHa2hp48N7P2tqaX375BY1Gw8mTJ3W+X25uLleuXOH+/fsVJh8LIYQQQjytJDFHCCGEEEIIIcQzoewik6urKz///DPz58/HycmJN998k/DwcACys7NZvnw5r776KmvXruXtt99m8eLF1K1bl/79+wMPqrn897//5eDBg0RFRTF16lQAcnJyCAkJ4YcffmDZsmWVGv/Vq1dxdnamW7duBAQEMGbMGNLS0gD473//y6ZNm7h586Z2sSwgIACAwMBAPDw8cHV1ZfTo0cCDVgOln0oubT9Q0bFPwrJly7RJJmPHjiU3NxcvLy/Mzc1JT0/H3d2dY8eOafd/+eWXCQkJ0aleNHPmTIYOHUq3bt0YP348RkZGf/r99PT0KCkpQa1WM3HiRI4cOUL//v2Jiori7NmzuLq6cuDAAc6fP89PP/3E22+/TdeuXTl9+jQFBQVYWFjw/vvvExYWxs8//0xBQQGTJ08mPDycoKAgDhw4QIsWLdBoNNSqVYs6deqwaNEihgwZUinXS19fn4iICBISEoiJicHNzY2kpCSOHj2qbeGlUqkwNDTUvi515MgR+vTpQ+fOnXFxcUGj0aBQKCgsLGT//v3k5eWxZMkSHB0d6dKlC/n5+ezduxcHBwf27NlDcHAwV65cITw8XLuYtWrVKmrWrMndu3dxdnZm586dqFQqnJycuH//Pm5ublJpSgghniFKpZKdO3cSGxuLSqWiQ4cOOkkW9vb27N27l/3792uTTlasWEFiYiKzZ8/WPndKn0VKpZJNmzahUChITEykXbt2zJ8/vyqm9tiUrcq4Zs0a3njjDQA6duyoUwWmbIWWBg0aAH8kodja2gLQtGlT8vLynljsVUGtVmtfL1++HFtbW8zNzVEqlbz77rsA2hZoISEhFBUV0bNnTzZt2gTARx99RElJCba2tnTs2BEzMzOd8w8YMID09HTmz59f7lo2aNCA0NBQFAoFQUFBj3OaQgghhBCVyrCqAxBCCCGEEEIIIR6FnZ0dYWFhwIPFIjs7O9q3b8/nn39Ofn4+/fr1Y8+ePTg6OlK9enW+++47ZsyYwYcffoiVlRWfffYZZ8+e5eeff+bmzZtYWlpiZGSElZUVd+7cAR5UISmt1lLZiyoNGjRgz549GBoaMnz4cLp3787mzZuZNm0asbGxbNq0iZCQEKZMmYKDgwNBQUEcOXKEvLw8ioqKiI+Pp1evXtq4yi6KAMydO7fcsaXVVR6nwMBAnUpEPj4+2telizJlrV+/HpVKxYIFC6hduzYuLi5MmDABFxcXwsLCtJ/KDg4OZuTIkRgbG2s/7W9nZ8etW7fYtm0bHTt2pF+/fixatAhbW1tt1ZzXX39d+4n20NBQbWsmS0tLjhw5QqdOnbCysiIpKYlXXnmFTp06sXDhQmJjY5kwYQKtW7emWrVq2njfeustgoODadWq1WO8io8uJiaGefPmoVQqOXnyJPHx8Rw6dEhb1WbatGlERUXRtGlTunXrho+PT4Vj7u7uBAcH06JFCyZNmlTu3gFo2bJlueoJQgghnh6HDx/mgw8+oGbNmgwfPpyMjAztsxQeJPK+8847XL58GUtLS15++WXgQbLE/v37tQkpADt37uSzzz6juLiYkJAQ3N3dcXBwoEOHDiQmJjJ37lzc3d0BKCgooG/fvto2ii4uLsTFxf1lYu3TrGxVxhEjRpCcnAzA8ePHtS0fy1aB0dPTIycnh/r162vfj5Wt8vc8VJorLCzE29ubgoICzMzMcHNzw9nZmfr16+Ph4cH169eJjY0lPz+fpUuX0r59e5RKJcOHDyczM5PRo0eTmZmpfc9VlrW1Nbdv3wZgzJgxjBkzBniQVFaacH7q1CmdY3x9fQEwNDRk5cqVj3fyQgghhBCPgSTmCCGEEEIIIYR4JllZWWkXUsounDy8MGJpaUlqaiqAthy+ubk5mZmZnD9/no8++ghTU9MKj61MOTk5jBs3jszMTM6dO0dmZiY//vgj9evXJzk5mcGDB6NWqxk0aBC///47arWa1q1bk5yczI0bN+jRowdmZmb07t2ba9euYWNjQ6dOnThx4gRdunRBrVZz/Phx9PT0uHfvHvb29pUaf2XLz89nz549REdHc+7cuXLbVSoV/v7++Pr6an8WpQs2c+fOxc/PDw8PDwoKCrTbCgsLSUpKori4GICGDRsyatQoevXqRb169SguLiYlJQUHBwecnZ3Jzc3l7bffRqlUEh8fj5eXF1euXCE3N5ewsDBWrlxJdnY2OTk59O/fn3v37hEREYGVldUTu04PCwgIICwsjIiICGxtbenatSvwx717+/ZtbXzW1tbcuHGjwrGy0tLSmDx5crl7p0OHDk9mUkIIIf6Vssma+/fvJyMjQ2f7sWPHMDAwID4+ntmzZ1NYWMi1a9c4duwYBw8eZP369ezevRu1Ws38+fPZt28farWa3r174+7urq0kWFRUxIQJE7SJOcbGxlhaWpKenk5JSQktWrR4ZpNy4I+qjPn5+WzZsoWQkBC6d+9O7dq1Wb9+fblk7Tlz5tCvXz+MjY0ZO3YsDRs2rKLIH59t27Zhb2/P1KlTtW0vb9y4QXx8PAYGBty/f58pU6aQnp7O9OnTiYqK0jn+9ddfZ+XKldqk8rp161bFNIQQQgghnhqSmCOEEEIIIYQQ4qlX9hO0pRo1akTz5s3p2rUr1apVY82aNRUe27hxYzp06ED37t1p164dAAYGBowfPx5vb2+ysrLYvXv3454C69evZ8CAAVhZWTF8+HDCwsKYNGkSERERLFy4kP3795OamsrAgQNZvHgxu3bt4sSJE3To0IGioiKioqLw8vIiJycHT09PunXrRlBQEDVq1GD37t20atWKHTt2aJMpSpNTnlZl20YsXboUR0dH4EFClJ6eHoMHDyY0NJRhw4YxfPhwevfurT3W2tqalJQUPDw8OHnyJF26dOHIkSMYGhpibW1NdnY2AL///jtNmjQhLy9P23LipZdeYurUqXTr1o1BgwbpVAsA3YWkb775huDgYCIjI3F1dcXOzu5JXJq/ZGZmRnh4OFevXsXPz4/69eszYcIE4MG1q1u3LpmZmTRt2pSMjAwsLCwqHDMyMtK2s7KxsWH48OE6905qaqpOdQAhhBBPn7LJmqXtLuGPZ2lGRob2OdehQweOHDnCpUuXaNu2rXZs9+7d3Lp1i7S0NFxdXYEHCRgajeYvKwkOGzaMjRs3UlJSUmntHqtK2aqMAEuWLNHZXrduXZ12YI6Ojhw+fFhnn9L3qaWVXZ51D987oNvOa+3atURFRaGvr6+T2F6qtLVXkyZNuHPnTqUl5lRUjVEIIYQQ4lkgiTlCCCGEEEIIIZ45ZRN1pkyZoh0fN24cS5cuBR580tfZ2RkXFxcKCgrw9PQkKCiI0NBQRo0aRVZWFitWrNC2Qho6dCizZs3SnkulUlVqzC4uLowcORJTU1Nq1KgBgEKhIDw8nL59+3L27FkaNmzIf//7X6KiotBoNAwePLjceV577TV8fX0ZNWoU2dnZNG3alDp16tCsWTPCwsK4c+cO+vr6rFixAmtr60qdQ2Uq2zaiV69epKenA5Camkrbtm0xMjLiiy++oLCwEEdHR53EnAEDBuDl5YWbmxtmZmbAgypIs2bNwsPDg5YtWwIPFpBeeuklkpKSMDY2BmD69On4+flhamqKoWH5fxYpu5Dk5OREu3bt6N69OwYGBtptVWnZsmVs3bqVe/fuERQUxOnTp3F0dMTY2JitW7cyc+ZMhg4dSklJCePHj8fIyKjCMTc3NwICAvD29uaTTz7B399f594RQgjx9Hs4WbNJkybAH89Sa2tr9u/fD/xRNbCiSoINGjSgTZs2xMXFYWBgQFFREXp6en9ZSdDJyYm5c+dSUlLCtGnTHvtcxZNVURJ02YTd8PBwTp48yYULF7StqMp63lp7CSGEEEL8ryQxRwghhBBCCCHEc6P009thYWHs2rWLl156iRkzZtC9e3fc3NwYMWIEAC1btmT16tVkZmZSVFSEr68v/v7+ODk5PbbY2rdvT2pqKiqVivj4eJRKJZmZmSxZsoTatWsD0LFjR0JCQpg0aRIARUVFHDt2jJ07dwIwf/58goODeeONN0hJScHR0ZFdu3Zx9+5d9PX1+e677x5b/JXt4bYRw4cPx8PDg/r16wPw/fffs3jxYu7fv8/w4cN1jjU2NmbHjh06YyYmJtoFJBcXFwwMDNDX1+ezzz4D/vgk+9tvv82qVato2rQpn3/+ebm4Hl5Isra2JjU1lY4dO/LTTz9V5iX4VwIDAwkMDNR+7ePjo7O9ffv25T7FX9GYl5cXXl5e2q8fvndCQ0MrKWIhhBCPy8PJmpGRkTrP0s6dO/P111/To0cPLC0tadasWYWVBPX19fnwww/p0aMHenp6tG7dulzVmIfp6+vTtm1biouLn+kKaxVVZRQVJ0GXZW9vj0KhQKFQVEF0QgghhBDPHknMEUIIIYQQQgjx3HB0dCQ0NJTMzEwaN25MVlYWb7zxBvAgOeHixYvAHyX5ARISEnBzc3sqFmVq1KhBZmYmLi4uwIMkDCcnJ6ZMmYKPjw/z5s3T2T8kJIRevXqh0WiYOXNmVYT8r1S0CLZr165y+z2cdPJX/m4BqazOnTuTlJRE06ZN//a8//nPfxg2bBgWFhaYmZlhZGT0yDEJIYQQj9PfJWsCREZGlhsr27aplIeHBx4eHjpjZdsGlVYSLDump6fH0KFD/2nY4hlQURK0r68vEydO5KuvvuL8+fOoVCrCwsIIDg4G/rhHyib3VnT/CSGEEEK8iPSepjKCHTt21Bw/fryqwxBCCCGEEEII8Qz75JNPOH/+PH5+fnz//fe89dZbKBQK3NzcWLVqFStWrKBbt264urqSmZlJcHAwr7zyCubm5kycOLGqwxdPiFqtxt/fn/Pnz1OjRg0UCgWxsbHk5+cTEhKCiYkJM2fOpGPHjmRnZ7NmzRocHR1JTEyssAVWqdKKSBUtegohnpzSv+/r1q1DqVQSHx//l7+78CBpUKPRsHfv3r/dV4gXXUhICGfPniU6OrqqQxFVoPTvalhYmPZ9tRBCCCHEi0ZPTy9Zo9F0fJR9n90ak0IIIYQQQgghRAWGDRuGSqXC1dWVoKAgQkJC6Nq1K0ql8k8rpMycOZO0tDQ2btz4hKN9Opw6dYqIiIhKOVdeXh5bt26tlHM9Ttu3b8fCwoIDBw7www8/8P7773PgwAGioqL48ssv2bdvHwCdOnXi8uXLdOrUiZEjR8pivRBCvGCelefakzZz5kxJynnOHD58mM6dO+Pi4sKqVatwdnamf//+dOnSRVt1slu3blUcpRBCCCHEs0n+NUkIIYQQQgghxHNFT08PHx8fDA0NsbS01JbVL1W2vL6VlRXr1q0DIDw8/AlGWbUyMzPJyMjQtsyys7PDzs5OZx+1Wo2+vj4xMTFMnTqVCRMmoNFoWLp0KTNmzCA2NpavvvpK5xiNRsPt27fZunUrAwcOfGLz+TfOnTtH165dAdDX12ft2rVERUWhr69PWloa58+f5+7du3z99ddYWFjg6+vLqlWrCAgIAB58UlylUnHo0CE+/vhjqlWrxtixY2nYsCEAd+/eZfjw4cydO5fWrVtX2TyFeJEMHTqU1NRUDAwMyM3NpUWLFlhaWnLjxg0CAwNJSkrit99+w9zcnNzcXOrVq8fdu3cxNDTEysqK7OxsGjZsyM2bN+nbty/Xr1/H09PzhXo+iPJKE3Mqeq5FRkbSpk0b6tevr/NcFeJZFBMTw7x581AqlVy8eJHPP/+cPXv2kJyczLx581i6dGlVhyiEEEII8cySxBwhhBBCCCGEEM+NgwcP8vHHH7NmzZqqDuWpdvz4cSZNmsTLL79M27ZtGTx4MHv27GHWrFm0a9eONm3aYGtry5kzZzh27Bg1atTg0qVLJCUlsX79esaOHUtBQQHz5s0jKCiI0NBQLl26RFZWFs2bN2fPnj0olUo2bdqEubl5VU+3QjY2NiQlJdG3b1/UajXh4eGcPHmSCxcu4O3tTd++fYmPj+fmzZvs3bsXAwMDVq1aVe48kydPZvv27TRo0AC1Wk1CQgK//vorI0aMYM6cOZKUI8QTVFhYSM+ePalTpw4qlYpbt27RqlUratSogYmJCYmJibi6upKQkEBQUBCurq4YGRnRv39/jh49So8ePdBoNPj5+fHKK6+QnJxMUFAQR44cwcHBoaqnJx6DgoICvL29KSwspG7duvTo0YONGzdSVFSEubk53377LcuXL9d5rm3fvl37PmPRokW88cYbqFQq9u3bJ4k54pkWEBBAWFgYERERTJw4kTZt2mBoaIidnR3p6elVHZ4QQgghxDNNEnOEEEIIIYQQQjw3unfvzpEjR/7RMYGBgSxYsICDBw/SrFkzXnnllccU3dNj8+bNABgbG7N161aOHj1K48aNmTNnDj///DPVqlVj0qRJHDhwgKtXr2JjY0N0dDTZ2dk4Ozszf/58lixZwr59+2jVqhWrVq3C0NCQOXPm0LlzZ3799VdtJaKnlaenJzt27EChUFCrVi3s7e1RKBQoFAqd/dq2bYuBgYHOmEaj0fm6QYMGwIPKOwCbNm1izJgxvP76649xBkKIh4WEhODt7U1RURG+vr7ExsbSqFEjrl+/jomJCcXFxZw/fx4nJyfOnj3Ltm3bMDMzo3r16jq/5wcPHqRt27YolUru3buHvb19Fc5KPE7btm2ja9euTJ48mXHjxmFoaMjOnTsxMTFh6tSp9O/fn5ycHAwNDfHz8yM0NJTLly9To0YN5s+fj7e3N4sXL2bVqlUcOnSII0eOsHfv3qqe1gultMKf+N+ZmZkRHh7O1atX8fPz49KlS5SUlJCSkkLz5s2rOjwhhBBCiGeavGMVQgghhBBCCPFCW7hwIQYGBqhUKjIyMqo6nCfC29ub6tWr89tvv5Gbm0vfvn2xs7Pj/fffp1OnTmzYsIH58+fTsGFDlEolUVFRDBw4kFdeeYXXX38dT09PANq3b09ISAhvvfUWS5cuxdvbu4pn9uj09fWJiIggISGBmJgYVqxYQWJiIrNnz2bJkiWUlJSwceNGncV6jUZDQUEBqamp2jE9PT1ycnKAB4uDAKNGjeLKlSts27btyU5KiBfcq6++iqWlJfb29uzdu5czZ85oW9YBxMXFYWJiwqJFi7h//z5BQUHMmTNH5xwnT56kX79+/Pjjj+zYsYPjx4/Tv39/nX1iYmJo3769tqpERUJDQ4mPj6/8SYpKdfHiRdq2bQs8aOv422+/4efnh5OTE2vWrMHExIQNGzZgY2PDlStXuHjxIvv37ycjI4OJEyeSn58PgL+/PyNGjJCknMfk6tWrODs7061bNwICAlCpVHh6etKvXz/i4uJwcHBg4sSJtGvXjo0bNzJw4EDatm1LSkoKhYWF9O3bF2dnZwYPHlzVU3mqLVu2DIVCQd++fVEqlVhYWDBgwADee+89Pv7446oOTwghhBDimSaJOUIIIYQQQgghXihqtZrRo0fj5ORE7969USqVFBYWEhkZyaRJk5g0aRL9+/fn9u3bwIOKOsnJyVUcdeWKj4+nZcuWbNy4kSZNmuDs7AzA2rVr+emnnxg9ejRXr14F0F6HH3/8kerVq2vbu8CDBezq1atTo0YN9PX10dfXx8jIiJKSkqqZWCWxtbXl0KFDBAUF6Yz7+vrSrVs3Nm3apB2bM2cO/fr1w9nZWTuup6fHsmXLWLduHQcOHHiisQvxIlu2bBkpKSkkJibi4eFBfn6+TmJO586dycnJITg4GAsLC+bOnautIFbWggULAGjevDk9evTgl19+0dm+bds2NmzYgJ+fH1999dUjxRYYGPjM/218HllbW2uTLU+fPk1BQQEtW7bkwIEDtGzZkqSkJIYMGUJqaiq5ubkEBARQUFDAjz/+iEqlYsSIEVU8gxdDgwYN2LNnD4mJidy9e5fz589TWFjIjh076N27t/b3eteuXQQGBrJ+/XqWLl1KREQEly9fpkGDBuzfv5/o6OiqnspTLTAwkISEBE6cOIGPjw8vvfQSO3bsICkpSVsxJzExEQCVSoWhoSGhoaG4urpWZdhCCCGEEM8EaWUlhBBCCCGEEOKFsn37diwsLFi5ciVqtRoXFxf09fW1SReurq6sW7eOLVu28M4775CSksLChQurOuxKZW9vz+bNm/H399dZKA4PD8fW1pYVK1YwZswYALKzs3nrrbdwd3cnMTGRjz76CD8/P06fPs2UKVPYtWsX9+/fBx4kPTVq1Ijc3Fy8vLxYvnw59erVq5I5/i9MTU1JSEgoNz5mzBjtdSnl6OjI4cOHdcaUSiVAhQv+QojHJzAwkMDAQO3Xpcl1p06d0o79+uuvqFQq4uPjsbKyYs2aNbRs2ZITJ06gUqno1q0bjRs3pn379sTHx9OzZ0+aNWsGwKBBg3j//ff5/vvvSUlJYcGCBUyePJnExEQ++eQTDhw4QLVq1YiKigJg48aNzJ07F0tLSyIiIp7glRCPasCAAXh7e+Pm5qZtaxgVFcXx48cpKSnB0dGRqKgoPDw8uHDhAsnJyQwcOJCWLVtqW186OTk9F0mpT7OcnBzGjRtHXl4emZmZvPrqq7zxxhva7ebm5jRs2BB4kFBXvXp1mjRpwu3bt2nRogVt2rRh2LBhdOjQgQ8//LCqpiGEEEIIIV5gUjFHCCGEEEIIIcQL5dy5c9oKCvr6Ff9v8YABA9ixYwcHDx5EoVA8yfCeiIEDB/Laa69hZmaGk5MTSqWSsLAw7O3t0dPTY/Xq1dp9X3/9dTZu3EhYWBgAlpaWqFQq2rZty5QpU5gzZw6JiYnMmjWLTZs2YWBgQFxcHJs3b34mk3Lgj5ZUQojnV15eHt9//z0JCQls376dmTNncvXqVVJTU+nWrZu2Ikd2djZdunTBy8uLjIwM1Go1DRs2JCoqivT0dG7cuEFRURFff/01+vr61KtXDwsLC/Ly8lCpVNStW5ekpCS6detGcXExvr6+pKenA38k8YWGhjJmzBhcXV0ZO3Ysn376KV26dGHmzJlVeIVeDMbGxmzdupW4uDgsLCy0SVo7d+5EpVJhbm5Oz549KSoqws7ODh8fH6Kjo+nUqROLFy/GyckJ+KPSmo+PTxXP6PmF1saIAAAgAElEQVS0fv16BgwYgEqlwtHREScnJ533cHp6ehW+Lm1B+cEHHxAVFUVsbCzXr19/orE/q6ysrFi3bl1VhyGEEEII8dyQijlCCCGEEEIIIV4oNjY2JCUl0bdvX50EjLKfdq9VqxZ16tRh0aJFzJ49u6pCfWz+rCLMihUrdL729fXls88+o0WLFsCDtgWlSlsZVFQx5mmkVqvx9/fn/Pnz1KhRA4VCQWxsLPn5+SxdupT27dujVCqxt7fn6tWrDBo0iDlz5lCrVi3+85//4OHhUdVTEEJUooyMDH766SdtKz940C7H1taWxMREGjZsyMKFC/Hw8NC2zilboaMsQ0NDIiIi+O677zh79iwxMTEAFBUVER0djZ+fH2fOnPnLeFq3bs2KFSvo1asXbm5uTJs2jY4dOxISElJ5k35KlFYsKk34fFhgYCALFizAwMBAO+br60toaChWVlaVHk+fPn24d+8eLVq0wMHBQTuup6f3p63KSiuivf7669qxip6ronK4uLgwcuRItm3b9o+PvXTpEn5+fhQXF/PKK69gYWHxGCIUQgghhBDir0lijhBCCCGEEEKIF4qnpyc7duxAoVBQq1Yt7bhSqeSTTz7h6NGjhISE8NZbbxEcHEyrVq2qMNqqFRkZWdUhVJqHW5jl5+czZcoU0tPTmT59urb1zJtvvomDgwPDhw/n22+/xcrKCo1GU8XRCyEqm7W1NTVq1NAmWBQVFXHr1i3OnDmDUqnkzp075Ofn06NHD5YsWUJOTg6DBw8uV40D4LfffmPjxo1cv36dixcvEhsbS7Vq1WjevLlOcgmUr+ZRytbWFoAmTZpoX9eqVYuSkpJy53ieqdXqJ94+Mi4u7ol+P/HPtW/fntTUVJ2x0opT8EeycNnXZSu+HDx48PEHKYQQQgghxF+QxBwhhBBCCCGEEC8UfX19IiIiyo07Ojpy4MAB7dd6enoMHTr0SYYmHqOHW5itXbuWqKgo9PX1dRbKO3ToAEBwcDBhYWEUFxczdepUXn311SqJWwjxeJiZmdGxY0cUCgUGBga4uLhQo0YN6tevj0qlomHDhrRq1YqUlBQ8PDyYP38+NWrUwNTUlPv37wNoEwXi4uI4ceIEjRs3pnr16tjY2HDx4kWdvy2lTE1NuXbtGi+//DLnz5/Xjv9VK57nUUpKCr1796agoID58+czadIk6tevj4eHB9988w3x8fH88ssvDBkyhEaNGnHv3j0AcnJy8PLywsTEBCMjIz744AOcnJwICAjg7NmzmJiYsG7dOszMzKp4hkKI51VeXh779u1j4MCBf7rPxIkT/7TilhBCCCFeTPp/v4sQQgghhBBCCPFi2bJlC7Nnz+add96p6lBEJSltYQYPKjKEh4ejUqlYsWKFzsK3vv6DfyqxtLRk5cqV+Pv788UXX1RJzEKIx6OgoAATExNGjRpFQkIC+/fvZ9q0abi4uGBsbMyAAQNwcHCgfv36HD58mMWLF9OkSRMA2rZtS4sWLXjvvfe4efMmn3zyCZ07d6ZOnTqYmpqiUCgwNTUlMDCQxo0bAw+qj1WvXh2AkSNHMmHCBPz9/WnUqFGVXYOqlp+fz65du3j33XfZvXs3N27cIDo6Wue5+/nnn7NgwQI2b97MtWvXAFi5ciXvvvsuMTExFBYWArBz506aNWvGvn37mDBhAkuXLq2SOQkhXgx5eXls3br1L/eRpBwhhBBCPEwq5gghhBBCCCGEEA8ZNGgQgwYNquowRCV6uIWZvb09CoUChUJR4f6hoaEkJSVx7949FixY8ISjFU+TU6dOkZycjJ+fX1WHIipBVlYWn376KUuWLCm3raJ2ORcuXOC7777Dx8cHeJC8t2vXrnLHnjhxotxYaRsdAJVKBcAbb7xBSkqKzn6hoaHa12VbCJYe8zxq3749AHZ2dqxYsYJ27dqVa9mVkZFB+/btMTQ0pG3btgBcvHiRfv36aY8FSEtLY+PGjcTFxVFcXIyDg8MTnMnjU1xczIgRI8jKyqJp06b4+fmxaNEiiouLKSgoYPPmzdSrV4+ZM2eyb98+9PX1WbVqFQDvvPMO9erV4+LFi2zfvp38/HxGjhyJsbExPXv25JNPPqni2QnxbDl8+DAffPABNWvW5MyZM5SUlKBUKtm0aRPjx4/n+vXrGBsbs3nzZurUqUO3bt1ITExEqVTi4OBAfHw8Y8eOlfcSQgghxAtMEnOEEEIIIYQQQgjx3PuzFmZllV0Enzdv3mOOSDwr7OzssLOzQ61Waysq/VsVnaMyziseXdOmTUlMTHzk/QMCAggICNBJmBH/u9LkpJSUFHr06MFPP/1Ubh9ra2tSUlKwt7fXJkxZW1uTmppK69atOX36NG5ubtjY2DBy5EgmTZoEQFFR0ZObyGP03Xff0bp1azZs2EBYWBg5OTnk5+ezZ88eoqOjWb58OX369CErKwuVSkVaWhpz5sxhypQp3L59m/j4eDZs2MCWLVuoWbMm/v7++Pr6Prft0YR4nGJiYnB2dqZVq1Y4OTkxbdo01q1bR2BgIBEREdSuXZuVK1cSHR3NmDFjdI4dPHgwoaGh9OzZUxJzhBBCiBeY/F+/EEIIIYQQQgghhBAVUKlUODo68uqrr+Lg4ECdOnWoW7cuhw4d4tChQ3Tt2hWFQsGYMWNo1qwZAM2aNUOpVNK1a1e8vLzIzMzkpZdewtzcHBsbGy5fvgxAly5dGDduHP/5z3+qcoriEfn6+uLr61vVYTw3jIyMcHd3Jzw8nF69elW4z3/+8x8CAwN58803adiwIQCjR4/m66+/xt3dHY1Gg5GREZ6enmRmZuLi4oKLi0uFFY2eRRcuXOCNN94AoGPHjqSnp+tUGkpPTyctLQ2VSoVSqWTcuHHcvXsXgNatW6Ovr0/Tpk3Jy8tj8ODBnD59mmHDhhEbG/vYY3+UVj+PSqVSERwc/I/3yczM1P7OTpw4sVJiEQ9ERkaiVqv/dPvcuXPJysp6ghE9fgEBARw7dozly5dz8+ZN4EFi7YIFC5g8eTIKhYLFixdz9erVcsfa2tpibGwsSbhCCCHEC04q5gghhBBCCCGEEP9QXl4e+/btY+DAgf/6HNu2bUOhUFCvXr1KjEwIUdmKiorw9vZm9+7d5OTksGDBAsaNG0dsbCxnzpwhNzeXcePG8fLLL5OamkphYSEqlYr4+HjGjx8PQJ06dUhNTWX//v0sW7aMWbNmcevWLaZOncpLL71UxTMU4slSKpUolUqdsYrafjVv3pyjR4/q7KdWq7Vtm/r06YOVlRV6enp89dVXjzvsJ+6VV14hOTmZPn36cPz4cVq0aMHq1auBB5WGmjdvjo2NDb169dLOv6ioiKysLPT09LTnKU1g+uKLLygsLMTR0ZHevXs/1thLE3P+l/dJlel5vD+qUmRkJMOHD//TRJPJkyf/63M/bVXkCgsL8fb25v79+zRs2BB7e3vc3NyoVasWkZGRLFmyhNdffx0XFxd2797NmjVruHTpks45yv4+CiGEEOLFJYk5QgghhBBCCCHEP/RnC07/ZDFh27Zt2NraSmKOEE+5V199lV9//ZW8vDx69OjB3bt3uXPnDpcvX8bKyoqTJ09y4cIFmjVrRlpaGnfu3EGpVJKfn09hYSEABgYGKJVKioqKeO211wCwsLCQpBwh/gGVSsUPP/xAUlIShYWFuLq60rRpU519srOziYiIYOrUqXTr1q1c2zKlUolKpSIyMpI2bdrQoUOHJzmFf+TNN99k+PDhKBQKGjduTOfOnbWVhvLz89myZQv169enUaNGKJVK9PT0GDJkSIUViL7//nsWL17M/fv3GT58+F9+X41GQ0BAAGfPnsXExITRo0ezZs0aNBoNOTk5jBs3jlWrVlG9enV27tzJgQMHWLBgAcXFxRQUFLB582aWL1/Onj17tJV8bt26xfjx4zl16hQRERH/OFEmNTWVfv36kZubS1xcHGPGjCErK4umTZuydu1anX1DQkLYv3+/troQoL0XfH19MTU1JTk5mZ49ezJ9+nSOHj3KuHHjsLGx4ezZs5w4ceIfxfYsU6vV+Pv7c/78eWrUqMGkSZO0lYfCwsJwdXVFqVTi4OBAfHw8Y8eOpU2bNpw6dYoePXowevRoiouLWbNmDffu3WP27Nn06tULX19fgoODSUxMJC4ujjt37gDwww8/kJ+fzzvvvMP169cxNzdn3bp1REVFsWvXLu7du8esWbOws7OrysuiY9u2bdjb21OzZk3mzZvH4cOHqVmzJq+99hoxMTEYGRlx4cIFDh8+TN26dRk5ciTXr1/n119/rerQhRBCCPGUkcQcIYQQQgghhBDiERw+fJgPPviAmjVrcubMGUpKSlAqlWzatAlXV1fatGmDra0tXl5eBAQEUFBQQM+ePQkODiY9PV1nbOTIkcTGxpKWloaXlxc1atRg7dq1mJiYsGDBAm3rCiFE1dPX1+f8+fPk5eWRlpbG/PnzWb16NZaWlhgbG7N69Wpu375NkyZNsLGxoXbt2qhUKr7//ns2b97M7du3uXHjBqmpqezZs4eoqCjteYUQfy0zM5OMjAxcXFwAMDY25uDBg3+6f6NGjZg6derfnlepVBIcHKxTqed/ja2yGRkZER0drf1apVJhZ2dHWFiYzn5Tp04tN+fSeZWtTuTj4/NI33fnzp00a9aMr7/+ml27dnHq1Ck0Gg3bt29n9uzZHDt2jL179+Lv78/JkycByM/PZ8+ePURHR7N8+XL8/f25fPky69at4/fff2fQoEGMHz+e6OhohgwZ8q+ux44dO5g1axZbtmyhdevWbNiwgbCwMLZs2aJtdXbt2jWOHTvGwYMHWb9+Pbt37y53HqVSyaJFi+jcuTPTp0/n008/5fvvv8fMzAxLS8t/Fduzavv27VhYWLBy5UrUajUKhUJ7zdzd3XF1dQVg8ODBhIaG0rNnTxISErCzsyM+Ph5DQ0Pu37/PqFGjuHPnDt7e3uUSwywsLNiwYQNjxozh9OnTJCQk4OnpyZAhQ/j666/ZvHkzAHXr1tW5358WGRkZtG/fHg8PD0xMTDA2Nmb37t2sX78eeHA/xcfHExYWhr29PR4eHixbtgxHR0fgjwpgD78WQgghxItHEnOEEEIIIYQQQohHEBMTw7x581AqlVy8eJFp06ZpF76uXLmi/QStj48PERERvPzyywwZMoQrV64wdepUnTF9fX3c3d0JDg6mRYsW9OrVi/3792NiYoJGo6nimQohHmZra0tGRgbm5uYYGxszYMAAGjdujIuLC/Pnz9dWsmjXrh22traYmppSp04dXn75ZUxNTTE0NMTFxYW2bdtW9VSEeKZkZmayb98+bfJLSkoKvXv3pqCggAkTJnDixAnCwsKIjIwEKk64+b//+z/effddWrVqxd27dwFYuHAh2dnZqFQqvvzyS9RqtbYai5GREd7e3hQWFlK3bl3c3d3x9fX929hKPW2teP6ptLQ0Nm7cSFxcnLYKTmmyRZMmTTA3N9e+vn37NgYGBtrqNHZ2duzZs0fnfCYmJlhYWHD58mWOHj3K7Nmz/3FMtra2ADRt2pTMzEw6duwIQMeOHUlOTtYm5ly6dEn7d7ZDhw4VJuaUnsvExASAu3fvaquXvfrqq/84tmfZuXPn6Nq1K/AgWVRPT486deoADyq9lbK1tcXIyKjC+zouLo5Fixah0Wi4ceNGue1lf3alCa7JycksW7aM/Px8hgwZgqmp6VNbvcra2pqUlBQ8PDw4efIkXbp0+dPf79L9UlJSGDFixBOOVAghhBBPO0nMEUIIIYQQQgghHkFAQABhYWFEREQwceJEnW02NjbUrFkTgLNnz2r/MT4vL4+srKwKx8qaMWMG48aNo1q1anz66afaBSYhRNVSKpUUFBRw/Phxzp07V277jBkzmDVrFtHR0WRkZACwb9++cvs9/DsPlGuxI4Qob/ny5Rw6dIg5c+YwdOhQ8vPzGTZsGEePHuXo0aNER0dz5swZjh8/znvvvceVK1eIj4/Hy8uLU6dOceXKFWbOnImzszPHjh0jNTWVzMzMct+ntBrL3r17yc/Px8HBgcuXL/P999+TlpaGqakpkZGROgk8pbEdOXKEiIgIRo0aRf369fHw8OD69evExsaSn5/P0qVLad++fbmWQH5+fhw6dIiPP/6YatWqMXbsWAYPHqzTRmrdunWYmZkButVvHicbGxtGjhzJpEmTANizZw8HDhzQbtfT09O+Lk0mTklJ0f63efPmGBkZUVJSot1v6NChTJo0CXt7e53jH1XZY0xMTEhOTqZPnz4cP36cFi1aaLdZWlqSmpoKoK3m81fnAqhTpw5Xr16lbt26pKenayugGBr+9dJJYGAgCxYs0ElgedbY2NiQlJRE3759UavVqNVqbfJa2Z/fw9es9OdraGjInDlzOHDgAAUFBdoqMWU9fL/Y2NjQo0cPBg0aBEBRURFRUVFPZTJbZGQkRUVFHD58GDc3N8zMzFi/fj0NGjSocP+0tDR69OjByy+/jIODAwCnTp0iOTkZPz+/Jxm6EEIIIZ5CkpgjhBBCCCGEEEI8AjMzM8LDw7l69SrDhg2jUaNG2m1lFxNsbGxYuHAhjRs3pqSkBD09vQrHVq5cqV30sLOzIzIykvXr1xMZGUlQUNATn58QorysrCw+/fRTlixZUuH2qVOncuTIEQwMDPj222+fcHRCPP/8/f155ZVXcHV1JSIiQluZpVmzZmzfvp38/Hy+/fZbxo4dy/Hjx7G3t6ewsJBvv/2WVq1asWXLFrKysmjSpAkHDx7Ezs6OOXPmaKulQPmKHteuXSM/P59mzZoREhLC2bNnOXPmDKCbwFMaW1hYGJmZmdy4cYP4+HgMDAy4f/8+U6ZMIT09nenTp2tb2JVtCeTn58fkyZPZvn07DRo0QK1Wl2sjtXTpUqZMmfJEr7mnpyfvvfeethJQYGDg3x5jZGSEu7s7+fn5bNmyhbp165Kbm4uXlxfLly+nR48evP322wQHB//P8ZmZmREfH49CoaBx48YEBQVx6NAhABo3bkyHDh3o3r077dq1e6TzBQQE0LFjR7p3706NGjW045GRkYwcORJ9fX3mzp3LiBEjaNq0qXb7woULdc5TmqT0bxKPqoqnpyc7duxAoVBQq1YtQkJC6NWrFxqNhpkzZ/7pcX369GHAgAGMHj2avn37olAosLe3p27dun/7Pf39/RkzZgzh4eFoNBrmzJlTmVOqdEZGRuzYsQOouBpW2fZUI0eO1Lb/KmVnZ4ednd1jj1MIIYQQTz9JzBFCCCGEEEIIIR7BsmXL2Lp1K/fu3SMoKIhVq1ZpF5zKmjVrFu+88w4FBQUYGRmxZcuWCsfc3NwICAjA29ubI0eOcPHiRQoKCli9enUVzVAI8bCmTZv+ZWWbefPmPcFohHhxlSY7pKSk8Nprr/HLL7+gUCi4efMm+vr63L59m6KiIgBMTU3R19fH2NiYvLw8AOLj4+nevTs//fQTr732mk5izsMVPaytrVmzZg1ZWVncunWLmjVrYmpqqm3nVJrAY2pqqhNju3bttNVT1q5dq60CUvb8FbUEKq2+oa+vX66NVGnVjSdJT0+Pr776SmfM09MTQKelV2hoKPAgMcHOzo6wsDCdY+Li4rSvS0pKsLW1feRkmbLKVgoq/f5jxoz5030ejgP+qFBW2vKsNG4AV1dXPDw8OHPmDFlZWVhbWzNt2jQWL15MYWEh/v7+aDQabcWmshWQ4uPjCQsL49KlS2RlZREVFaVt9fUs0NfXJyIiQmfMzc1N5+uyiSelrwMDA7UJW4MGDSIkJETnmNLrXLaaUen9Aui0mgPo3Lnzvwn/sSgsLMTb25uCggLMzMxwc3PD2dlZWw3rm2++0f7cMzMzuXLlCs2aNaNZs2baSlp37tyhevXqbNq0icOHD2v3b9euHe3atSMlJYU1a9ZgZ2dHcHAwCQkJtGvXjl9//VXnHhVCCCHE8+Xpqw8ohBBCCCGEEEI8hQIDA0lISODEiRP4+PgQFxfH5s2bqVevns7CfYsWLdi1axf79u0jLi6OWrVqVTh27949RowYwdixY1mzZg0JCQkcPXqU1q1b/6O4tm3bRm5ubmVPV1SyzMzMClscPSqlUklxcXElRiSEEE+/0pY5pqam5OTkYGRkxIwZM9i3bx9Dhgzh999/x8PDQ5uA8zCNRsOHH37I3bt3adq0KW3atOGbb775y+85YMAAbt26RX5+Pl26dGH69OnMnj27XALPw+2ayibbhIeHo1KpWLFihbaSCpSvpqKnp0dOTg7woBpHaRsplUpFYmIis2fPfvSL9RRQq9XlxnJzc3F1df3LVj4VHfc4HT58mM6dO+Pi4oKPjw8bNmzg2rVrGBsbc+rUKe7fv4+BgQEfffQRa9eu5aeffiIiIoKBAwfy5ptv4uHhQWpqKhqNhvv373PgwAEMDQ0ZPXq0TiKLePZs27YNe3t7YmNjqV27NgA3btwgOjqad955R2ffV199lfj4eIyNjXF3d+f111/H1NSUuLg4unbtytatW3X2z87OZvny5YSHh7NmzRquXbvGiRMnSEhIoFu3bk9sjkIIIYSoGpKYI4QQQgghhBBCPMMeTswp/cT433nU/UTlqCgx50kvRAohxNPqz5IXbW1tOXToELNmzUKj0aBWq+nevTuTJ0/GzMwMFxcXYmJimDp1KnZ2drz00ks4OjoCaKu+DB8+nMDAQLKzszE1NWX16tUEBgbSqFEjlEqltsKKr68vvr6+GBsbc+jQIXr16kVSUhJffPEFv//++5/G5uPjU26bvb09CoXib6vgzZkzh379+uHs7MymTZvw9PQkMzMTFxcXXFxc2LVr1z++lpVNrVYzevRonJyc6N27N/Hx8XTp0oUuXboQHx+PUqkkMTGRjz/+mJEjRxIZGcmQIUPw8PDAw8MDMzMzYmJi2L59uzYRpqioiMjISHx8fOjTpw+nT59+onOKiYlh3rx57Nu3j5YtW2Jvb8+FCxdo3749dnZ2zJ8/X9uCaMSIEVy4cIEhQ4awevVqiouLiYmJoVq1apw+fZoTJ07w1ltvERMTQ2Fh4ROdh6h8GRkZ2pZ5HTp0AHSrYZVVup+dnR3p6el/OlaqRYsWVK9eXVt169KlS9pWetLuSgghhHj+SSsrIYQQQgghhBDiCamoPP57773HqVOnqFOnDlFRUaxduxYrKytatmxJly5dyMnJYfr06fTt25fw8HBMTU1JTk6mZ8+ejBo1itjYWNLS0vDy8sLHx4eUlBQcHR3x9PQkKCiI3r17s2vXLj755BN+//13vvzyS9zd3QEqLKn/qEpL7ZdtaxEYGMiCBQsqXLx40S1fvpxDhw5x5MgR1Gq1tiXCqlWrtBWXlEolKpUKpVKJg4MD8fHxjB07VqfKwPr16zl69CiLFi2qqqkIIUSlK03McXFxITMzk+DgYNatW4epqSkJCQl/elxpS5yyrYxKxxQKhXZs6tSpTJ06tcJjK9K3b1/u3buHq6sra9asASpu51Q2trLnW7FiRblzVtQSyNHRkcOHD+vs93Abqaq2fft2LCwsWLlyJWq1GoVCwe7duwFwd3fH1dUVgDfffBMHBwciIyOxsLBgw4YNjBkzhtOnT5OQkICnpydDhgzh66+/ZvPmzWg0Go4cOYKVlRVt2rT5x3GtWrWqXAWTRxUQEEBYWBgRERG0adOGW7du6Wx/uLLR2bNnSUpK4rvvvmPVqlUAGBsbc+fOHfLy8mjevDkgyRUPU6lUxMfHc+fOnX90X8+dO5cRI0bQtGlT7VhoaKjO7/njYm1tTUpKCh4eHpw8eZIuXbroVMMqq3S/lJQURowYwdmzZ0lJSdFuK70vSj1cdcvS0pKff/4Z4IknpwkhhBDiyZOKOUIIIYQQQgghxBNStjx+rVq1CA8P59tvv6VmzZpcuHABT09PYmJi2LdvH97e3mg0GoYPH86pU6f4/PPPKSwspLCwEHNzc2JiYhg3bhxubm7069ePLVu2MGDAACwtLTl06BDfffcdDg4OpKSkMHv2bC5fvszp06dp06YNly5dori4uFxJ/f+FWq1m4cKF/yop50WoHOPv78+IESOIiIj405YIZQ0ePJjExESdn8vGjRtJSkqSpBwh/oZGo6FPnz7Y29vzww8/VLiPtA15uixfvpy1a9fSo0cPQkND2b17N3379uXOnTssWbKEnTt3cu7cOerVq4dGoyEkJIRjx46Rnp5Or169cHJy0ql8M2HCBG0SKvzz50xcXByHDh0q92zUaDQ6ramqyj9tb/i/3O/nzp2ja9euwIN2XXp6etSpU4c6deroPPNLq4sA2iogpZVB0tLSWLhwIUqlkjVr1nDjxg3y8vJo2LAhCQkJ2vP8k59TaYLMv2FmZkZ4eLi2as7vv/+OQqHQJknAgzZqpT/rBg0aMGTIEA4ePKhzHo1GQ926dbl48SLw9CRXZGdnM2vWrKoOQ+ufJptNnjxZJynnSRowYACHDx/Gzc3tT1vklUpLS6NHjx7cv38fBwcHAHJycujVqxeJiYkMHDjwL49v3LgxdnZ2dO/enfj4eIyMjCptHkIIIYR4+khijhBCCCGEEEII8YSULY9vYGBAzZo1mTZtGj/88AO1a9fG1NSUHTt2sGvXLho0aMDGjRvJzMwkNzeXrl27cvPmTXJzcyksLCQzMxMDAwM0Gg2bNm0iMTGRatWqUbt2bQCuX7/OjBkz+PLLL1m7di1GRkb89NNPjB8/ntGjR5OdnV2upP7fKSwspH///ri7uxMXFweAs7MzXl5eREZGahcKnZyctItr3t7eZGdnc/ToUZRKJY6OjtrWHkqlUtv64kVSUUuEhxd6bW1tMTY21vmU9pw5c5gxY8YTiVGIZ9m1a9eoXbs2x44do0+fPlUdjngEXbt2pbi4mDt37nDhwgV69eqFl5cXTk5OGBsb88EHH7Bnz9TBtP8AACAASURBVB46derEyJEjUalUbNmyhS5duvDrr7+yYcMGkpOTcXZ2JjY2ll9++YXdu3fTrl07hg8fzmeffcbq1atRKpV07NhRW/HF19eXgIAAFAoFISEhANy8eRNPT0+cnZ0JCAgAHlTrGDVqFG5ubuWqqzzvbGxsSEpKAh4kzqjVau7evcvdu3cpKSnR7lf2efVwZRAbGxvGjx/Pe++9R1JSEgEBAXz77becPXsWQ0NDnZZW8+bNw9HRERcXFy5fvgw8eG4OHDiQevXqcerUKZydnUlNTUWpVJKamvqP57Rs2TIUCgV9+/bF2dmZLl26kJCQwKhRo6hbty5HjhyhT58+1KxZky1bttC1a1eio6Px8vLio48+Ah7cOwYGBkRHR5OYmIi7uzsajeapSK5o1KhRuQpRVak0MWznzp106NCBd999VztWNsmstBqOr68v6enp5Obm4uzsjIeHB//P3r0H5Hz+jx9/drjllBCRkHNDERk6qHtJ5TimOUZJchgbPgg1Ys7DHLaY00LZmLPNqeSOHCKUw9os5FAOhSIpHe7fH369vxo2NmT2evyj9/W+3tf7ut7d3eJ63a9XXFzcG5mrgYEBO3bsYM+ePfzwww94e3sXyYal0WjQ139ciKJ///7s27dPySIJj7NI7d27l+3bt2NgYFCkXF5hhsRatWop1wQFBXHw4EGcnZ2pU6fOG1mjEEIIIYqHBOYIIYQQQgghhBBvSGF6fIC4uDhq1arFiRMn0NXV5f79+7Rq1Qo9PT0ePnxIyZIlUavVpKSkULFiRezt7UlNTSUnJ4eGDRuSnZ1Ns2bNyM/Pp1q1aujr69O0aVPu378PQEpKCpMnT2bBggUkJSVRp04dypUrx9KlS+nUqROVK1d+auPsrzyZ8ScqKor8/PxnZn+xs7Pj0KFDZGVl8eDBA6pWrcqkSZPYvn070dHRhIWF8ejRI+Bx6Ys/KyfyrlCpVMoG5pObl1qtlpycnKc2Fv9YRgNg9erVeHp68vDhw9c7WSH+5caNG8f+/fvR19dnxYoVJCYmYmdnxwcffMCMGTMAuH//Pv3796dp06ZvbMNXPF9MTAzOzs6MGTMGFxcXcnNz2bhxI9WrV2fAgAGULVuWjRs3MnLkSGJiYihXrhxHjx6levXqGBgY0KdPH6Kjo+nWrRvu7u7Mnj0bgGvXrvHtt98yfvx4evbsiUajYd++fcydO1e5t729PQcOHODkyZMkJycza9YsJkyYwP79+zE0NOTIkSMANGjQgL1791K5cuU3/nwKCgrw9fXFycmJ9u3bK+1XrlzB2dkZe3t7Zc03btygffv2qNVqJkyYUGScTz/9lB9++OGl7t2lSxeuX7+uBLJMmjQJV1dX2rVrx+TJk19oDD8/PzZv3sywYcNwdnbm5MmTdO/enUaNGrFixQoOHjzItm3bCA0N5ccff+TQoUNMnTqVmTNnMnLkSK5fv87MmTNp3bo1q1evZv/+/VhZWaHRaP5WGayRI0cq33N/f3/l95B58+axdetW2rRpw8iRI9m1axfdu3cnJCSEevXq4e3tja+vL/B/pZUqVKhAZGQku3fvRkdHh1q1ar30fP4pjUZD586dad++vfJ8PT09AWjdujV+fn60aNGCn376CeCZwdJvwsyZM4mKiiIwMJAbN278Zf8VK1bg6+vLzp0739nffQICAnB0dGTp0qXKa0sIIYQQ7yb94p6AEEIIIYQQQgjxX9G1a1c8PDxwc3NDpVKRlpZGzZo1adOmDbdu3WLw4MHA45IJ0dHRtG/fntu3b/PgwQOaNWvGhQsXKFeuHC1atOCrr75i7969pKWlcePGDYYNG0ZBQQGXLl1CV1eX2rVr079/f4yNjRk+fDhbt27l2rVr6OrqUqZMGeLi4mjevDkAQ4cOpVy5cn85/ycz/pQtWxZ4dvYXDw8P1qxZw61bt5QNxPj4eLp06QJAWloaqampQNHSF+8yS0tLJkyYwMWLF4t8mt7b2xsHB4ciJVeex9ramrFjx9K/f3++//575RPbQoiiCrMTuLi4kJeXh0ajwc/PD29vbyUIsTCT14kTJ1i9ejXW1tbFOeX/PA8PD6ZMmUJaWhr6+vrExsZSr149OnbsiJ6eHqamppw+fRp9fX0ePHiAlZUVDg4OfPLJJ7z//vssWLCA7t274+3tzcmTJ5X3RwsLC8qUKQM8Lk+1cOFCtFott27dUu5d+PealZUVly5dIiEhgfHjx6Ojo0NmZiYtW7YEivfvq23btmFiYsKKFSsoKCjA2dkZgNmzZzNlyhTatGmDm5sb/fr1Y/bs2YwaNQpXV9cipaE+++wzbG1t6dWr10vdW1dXl5UrVxZpc3NzK3Ks0WiUr729vZWvXV1dGTVqFGXKlOHXX39Fq9VSUFBAnTp1mDp1KpcuXWLu3Lno6OgwadIkVq1ahaGhIU2bNmXZsmUkJiZia2tLdnY233zzDaVLlyY9PV3JtuLt7Y2RkREnTpxQAoV27typBDH99ttvnDx58qXW+7IyMzPp2LEjjx49wsXFpdhKMGVnZxMeHs769euVjFDwOANUYGAgxsbGuLq6KsFV27dvx9DQkHbt2tG3b19KlCjx2ueoq6tL2bJlKVu2rBLg9mdB4hcvXqRTp04Ayu+sb4ugoKCn2p587b+owoA6IYQQQrz75H9whBBCCCGEEEKIN6QwPT48/vT7oEGDOHPmDIaGhlhZWVG+fHngcSp/PT09cnNzcXZ2xtLSEpVKRbVq1WjatClNmzZFq9Xy008/kZiYyNixY4mJieHhw4fUrl2bKlWq4ObmxhdffIG5uTm2trZs27aNLVu20K9fP6ZMmYKJiQlTpkzh3r17qFQq1q9fr8yzoKAAPz8/fv/9d0qXLo2joyO7d+8mOTmZ9u3b06FDBzIzM/nxxx+JjY1l2bJl+Pn5Kdfb2NgwevRoUlNT+fLLL4HHG58bN26kTJky5ObmKsEpT2aPeZcZGRlx4MCBp9oHDRrEoEGDirQ9ucFZ+HXhn2q1Win1IIR4MT169CAoKIi+ffvi6elJ+/btX7qUn3i9WrVqRdmyZVGpVMTHx5Ofn8+NGzeUTfv333+fixcvsmTJEqpUqYKdnR3Ozs5ERETQoUMHWrVqxf3794mKigJQAlL+WA4wKiqKnJwc7O3tlfb4+HgaNWrE2bNn+eSTT7CwsMDT01MJxMnLy+PMmTPF+vfV+fPnsbOzA4qu6cKFC0rAQrNmzbh06RLnz59n+vTpRfqeP3+ekiVLsmDBgjc257Fjx5KRkYGHhwfr1q3j0KFDtG3bVimBeffuXWxsbKhSpQrbtm0DHgeXmJubM3r0aD766CPatGnD119/jZWVFcnJyZw8eZKcnBzy8/Np0KAB9+7d4/DhwzRs2JD58+fj5eVFcHAwx44do0KFCpibm7/2dZYrV46DBw++9vv8lcIAM2tra5YvX07VqlUBMDY2pmbNmgBKIPWzgqXfREBRQUEBDx484O7du0qAtpGREdevX6dUqVJPZdEpzDTZqFEjTp06VSQgrKCg4B/9TGo0GjQaTZEAm6SkJIKCgggJCcHBwUEpPSWEEEII8SpIYI4QQgghhBBCCFEMnvUJ9EKjR48mKyuL+/fv4+vrS3h4OIDyCf5SpUrh4eGBsbExZcuWpUSJEhw4cAB3d3ccHR1p1aoVkZGRNGnShN27d3Pw4EGlNIhKpWL58uVcvHiRmTNnkpycTLdu3Yrc/4+fzM/OzmbChAmcO3cOV1dXzp8/T15eHjY2NhgbGxMSEvLUp4RbtWrF0aNHlY2eKVOm0KVLFwoKCqhYsSKbNm169Q9VCCGeQaVSMX/+fB49eoS9vT3t27d/6VJ+4vUqLK907do1hg0bxpkzZwgNDWXYsGH88MMPTJkyhZYtWxIYGMipU6eAx1lbsrKyqFKlCj/++CMAXl5e5OTkEBISopQtK9SpUyccHR1p2bKlEggLEBUVRXBwME5OTlSvXp2JEyfi5+dHRkYGurq6LF++/A09heezsLDg6NGjdOrUqUgWnDp16nDixAkcHR05deoUI0aMUPq6uLgowQsNGjSgd+/ejB07tkgZL3gcoBAREUFGRgaLFy9+5v29vb0JDAykXr16StvWrVtxdHSkYsWKz7zGzs6O8+fPs2HDBm7dukVSUhLZ2dmMHTuWwMBAunfvzu7duzExMSE/P58zZ86g1WpJSkrik08+4eHDh8THxyulLwsKCrh9+zZGRkbcunWLihUrsnfvXszNzcnOzubBgwds3LiRW7duMX78eEJDQ8nJyWH48OFER0cza9Ys3N3dWbp0KSEhITg5ORETE1MkGPbfrLBUanx8PG3btuXcuXMA3Llzh2vXrlGxYkWlpObzgqVfN39/fxwdHWnevLkSOOTn50fnzp1xcHDAwMCAVq1aceXKFSwsLPj55585c+YMAwYMULIkNW3aFCsrKywtLalSpQqrV68mMzOTGTNm4OTkRKdOnZTfm52dndmzZ88bW58QQgghxJ+RwBwhhBBCCCGEEOItU6FCBYKDg0lJSWHgwIFUq1YNgDNnztCkSRMAzp49S35+PvHx8dStWxeAGjVqEBkZyYQJE1i0aBHGxsYAzJkzhxUrVmBmZkb9+vWBx5t5KSkpbNiwgXXr1in3TkpKYufOnXz44YfA4wCitWvXEhYWpmzu7dmzB7VaTUBAAAcOHGDmzJncunWryObWnDlziqypZcuW7Nu3r0jbu7IZJoR4u23fvp2vv/6arKwsPD09i3s64hlGjhzJyJEjn2oPDg5WvtbR0aFPnz7K8Z49e57q/8e2JzNeTJo0iUmTJj11zZgxY4oEnFSuXJktW7YU6fOssjVvUpcuXdixYweOjo5KKUl4HOjg5eXFo0eP6Ny5M2ZmZowfPx4vLy+mTZuGnZ2dEqA0cOBAZs6cyezZs/H393/qHs8LynmerVu3Ymlp+dzAHHt7ezZt2sR7772Hl5cXw4YNw8DAgLVr1/Ltt9+SkpKCra0tffr04fPPPwceP/v09HQGDRpEamoqs2fPplatWqxYsYIhQ4ZQsmRJrl69StmyZenUqZMSeLxw4UJKlSoFgKGhIVlZWWRlZfHw4UMmTZpEbm4uw4cPx8XFhZCQEA4dOkRsbCwxMTEvtea3mUqlwt3dnezsbObNm6cE5lSqVImgoCDi4uKU1/+bCpb+Y5a/Ll26KJl6Cts7dOhAhw4dAAgMDMTFxQW1Ws2lS5dYs2YNmzdvJjQ0FAMDA9RqNdeuXePw4cOUKVOGrKwsBgwYQEZGBi4uLlStWpVff/2V1q1b07dvX+7evYtKpSIkJAR4HGDm4+PDlStXMDc3p0aNGsDj94b9+/crWYeelJiYyLBhw8jJyaFdu3YEBga+lmclhBBCiHefBOYIIYQQQgghhBBvmW+//ZbNmzeTmZmJv78/ISEhdOjQQQm0ATAxMaFr166kpqYSFhYGPP50+q1bt9DR0aFs2bK0bt0agG7duvHhhx9ibW1NhQoVlDE6dOhAREQERkZGSltSUhLp6elFPpkfHBzMqVOnuHDhQpGyS/Hx8bRr146pU6diYmLyuh+LEEK8kFq1ahEaGlqkrWfPnkWOCwM2atWqpWzairfXpk2b+Oqrr5SSR/81z8uyZ25u/lSQa9WqVZ8boDRhwoTn3qOwdM/27duZMmUKNjY2/PLLL8q1ixcv5sSJE7Rr144BAwawe/duEhIS8PDwoHTp0qxdu5ZSpUoxb948mjdvjomJCcePHycjI4OTJ0/y8OFDSpcujb+/P3FxcXTv3p34+HglKMrS0pL4+Hj69evHjh07uH//PleuXCE/P58ePXqQm5urBCXp6uqSkZGBnp4eZcqUIT8/X8kkNHz4cHx9fRkwYAAlS5ZUfj9JT08nLS2NmjVroqenh7W19d/4Try9rK2tmTZtmnJc+B6or6/PihUrivR9VrD022DYsGFMmzaNlStXMmLECKysrNDT0yM1NZWYmBjOnDlDvXr18PX1JTk5Ga1Wi66uLvfu3eOXX37hwoUL+Pr6cvnyZRYsWEBmZibOzs506NCBSpUqcezYMfT09IiIiGDGjBk8evSI69evc+zYMQ4ePMi6devYu3dvkTkFBASwcuVKatSoQe/evbl27RrVq1cvpickhBBCiH8zCcwRQgghhBBCCCHeMn/MHPDHDWV4draZAQMGMGDAAAAlWAfAx8cHHx+fp/r/MfsAwLJlyzh27BiHDh3i66+/RldXFyMjI9q0aYOFhQUJCQkAJCQksHjxYo4ePYqdnR0lSpT4W2sVQggh/kr37t3p3r37Kx9XgrKeNnv2bA4cOEB6enqRbCdqtZqFCxfSqlUrJk+ejLu7u1LeytXVlf3791OqVKkipeFat26NtbU1o0aNwszMjPXr17No0SI8PT1xc3Pj8OHDLF++HGtra3R0dPDx8eHBgwf07t2bH3/8kR9++IGmTZuyYMEC1q5dS25uLoCSPTAwMJB58+Zx9uxZKlWqhJ6eHlZWVrRv355vv/0WU1NTZS5arZZKlSpx9epVCgoKOH369Jt5oOKZnvV77B8zRl6+fJn8/Hzu3bvHRx99RM2aNVm9ejWNGjXi+++/p3r16sycOZP4+HiuX79O//79mTlzJi1atODatWuMGTMGT09Phg4dire3NxcvXlSy4tjY2HDkyBEuX76svJ5sbGyeCsz57bff6NevH/A4uCs5OVkCc4QQQgjxt0hgjhBCCCGEEEII8R8UHBzMli1b2LlzZ5F2Pz8/6tSpwxdffEF2djalSpUiMDAQJycn2rVrR0BAAIMHD8bLy4s5c+YQEhJCXl5eMa1CCCGEEK9SYRaaMmXKUKlSJaXd0tISQCkZ9aQpU6YwdOhQSpQowRdffEGVKlUAWL16tdInOTkZgOXLlz91/YIFC4iIiCAoKIiQkBDu3r2Lnp4eQ4YMwdbWFj09Pby9vYmIiADA19cXgI8//ph9+/aRnZ3Nw4cPMTY2JjY2lvDwcNq0aYOZmVmR++jr6+Pl5YWdnR22traoVKp/8qjeGn8sGfWkJ8u5ve2ezBjZs2dPdu3axeeff87ly5f57rvvOHjwINnZ2TRv3hyADz74gAkTJuDi4sKjR48IDQ3Fw8MDPT09dHV1WbVqFYcOHeLGjRsA1K5dm/379wNw6tQp4HHWqTNnzhRpe5KFhQULFizA1NSU/Px8dHR03sSjEEIIIcQ7SAJzhBBCCCGEEEKI/6Bhw4YxbNiw555/8OABfn5+JCcnc/PmTerXrw/AkCFDqF27NpcvX35TU30parWaiIgI9PX/7788RowYweLFi4txVkIIIcS/Q0FBAVlZWUrpp0J/DEhQqVTk5+cDj8sohYSEsG7dOkJCQvD393+pez4ZWOLt7Q3AqFGjntnvyT7nz5/n7t27ZGVl0bhxY+rXr4+trS29evV66trCDC2+vr4MGTKEmJgYVq1a9VLzFK/Xkxkjk5KSOHPmDL6+vkRERFC3bl0OHjzI8OHDOXHiBB07dsTCwoKOHTvy4Ycf4u3tzbRp0+jYsSN6enq4urry6NEjdHR0sLGxAaBVq1YsWbKEtm3bYm5uTs2aNTE1NcXGxoY2bdrQtGnTp+Y0ffp0fHx8yMnJQaVSsWnTJqWkmhBCCCHEy5DAHCGEEEIIIYQQQigKN9r27NlDgwYNWLduHQEBAUppivHjx7Nw4UImTZrEypUri3m2RRUUFDyzXYJyxKv0rOCvFxUSEkL//v3R1dV95nlvb2+lNIwQ4r9Lo9EQERHBtGnT3vi9x40bh6OjI9bW1krmm2dxc3Nj2LBhfPzxxxw5coRLly6Rk5PDd99998bm2qBBA0qXLk1BQQF16tTB1tb2L69ZvHgxW7du5dGjR0Uy+oh/hwoVKhAREYGjoyOmpqb4+/vzzTffsGrVKm7duoWjoyP6+vo0adKE8PBwdHR06Nq1qxLM9azydc/6OSvMNFSvXj127dr1OpckhBBCiP8InSdrvha3Fi1aaGNjY4t7GkIIIYQQQgghxH9WRkYGnTt3RqVScffuXapVq4aRkRHt2rWjfPnyHDt2jBkzZvDZZ5/RqVMnkpOTycvLU8pKvEoajYZ58+aRl5dHTk4O33//PX369CE3N5fKlSuzYcMGrl69yoABAzA2Nsbd3Z3Q0FAiIiLYsGEDMTExLFy4EAcHB6Kjo1Gr1dja2hIREcGQIUMYOHAg27dvZ8qUKdjY2PDLL7/8q0o+iOLxTwJz/upaCcwRQsCLB+YUFBQ8N9Dv78rLy0NfX5/k5GT8/Pz4+eefX+n4QrwOxRnMJoQQQoj/Lh0dnRNarbbFi/SVjDlCCCGEEEIIIYRQGBkZceDAgeee79q1KwALFy587XN59OgRR48excbGhuzsbIYOHaqUzTh37hzh4eGULVuWY8eO4e7ujq6uLleuXMHS0pL09HTlE8537tzBxsaG69evk56eTkxMDA4ODqxfv56YmBg+++wzBg8erJTIEG+Xws22jIwMFi9eXCTrzNatW3F0dKRixYqv7f4FBQX4+fnx+++/U7p0aQA+//zzIgFeMTEx+Pv7k5ubi6+vLwMGDHiqrXHjxsTFxdG2bVt8fX3Jy8tj9erVZGZmMmPGDFxdXYHH2RxOnDhBu3btmDx58mtblxDi7ZGSkkLfvn3Jzc2lSZMm9OjRQznXo0cPbt68iYGBARs3bqRcuXI0bdoUKysrLC0t+fXXXylfvjzHjx+nQ4cOXL9+nSNHjvDJJ5/g4+Pz0nPZuHEjS5Ys4cGDByxatOhVLlOI1+bJcmhCCCGEEG+jVxtOL4QQQgghhBBCCPGKREdH06hRI3bv3o25uTlpaWlUqVIFHR0d0tLS2LdvHwD6+vps2LABHx8fqlevjp6eHj///DNz584F4Nq1axw4cABzc3MyMzMxMDDg8uXLrFy5kqZNm/L777+j1WqpVKlScS5X/IXCkmQhISFK2bKtW7dy586dv7xWq9Xyd7NGb9u2DRMTE6KiopTMET169CA6OprRo0cDMGnSJLZv3050dDRhYWE8evToqTZra2usra3Zt28f/fr1o2fPnmg0Gvbt26e8VuHx5mJ0dDQ7d+78W/MVQvz7VKpUifDwcKKjo7l37x6///67ci4kJISoqCh69OjB+vXrgcd/r3377beMHz8eACcnJw4dOsSaNWsYOHAghw8f/tvlJnv16kVUVBSxsbHY2dn988UJIYQQQgghJGOOEEIIIYQQQggh3k43btwgMzMTgLJly2JkZMQvv/xCxYoV0Wq13L17F4AKFSqgp6enXFOmTBlcXV1p3LgxADo6OpQpUwYDAwMl+CYrK4t+/foRHx9Peno6cXFxpKWlFcMqxYtycHBg/vz5StYZHx8fdu/eTUJCAh4eHnh7ezNw4EDu379Pw4YNCQ4OJigoiMuXL5OcnExYWBiVK1d+6fueP39e2ZwuLBljaWmJSqVS+sTHx9OlSxcA0tLSSE1NJS4u7qm2J+3Zs4eFCxei1Wq5deuW0m5paQlAqVKlXnquQoh/p9u3bzN06FDS09NJSkqifv36AOTn5zN27FjOnDnDvXv36NatGwAWFhaUKVNGub7wfcPU1FR5f9LR0XnzCxFCCCGEEEI8k2TMEUIIIYQQQgghxFupatWqZGVl4e7uzs6dO2nSpAlpaWkYGhpiamqq9Hty8zElJYWYmBgWLlxIQkICeXl5aLVasrKyePTokRJ8U7p0ab7//nvWrl1LiRIl2LJlC1WqVHnjaxQvp2XLlkrWGS8vL9zd3QkLC2Ps2LHMmjWLCRMmsH//fgwNDTly5AgADRo0YO/evS8dlLNs2TLUajVr1qyhf//+rFixgjZt2nDq1ClOnToFPN407927Nw8fPmTq1KloNBrKlCnDtGnTKFWqFCNHjkSr1WJgYMC+fftQqVRKObaZM2eya9cutm3bpgT8ALKZ/pYLCQlhxYoVxT0N8Y5Zt24dXbt2RaPRYG9vj5OTEwBxcXE8ePCAAwcO8MknnyiZv558z4Ci7xvyHiKEEEIIIcTbRwJzhBBCCCGEEEII8VZycHAgPz8frVZL69atadCggRKQ07RpUxwcHKhevTr29vbKNb1798bZ2ZlffvmFxo0bo6+vT2hoKI6OjjRq1IiqVasCcPjwYXx8fJg/fz7Gxsb4+/tjZGRULOsUr0ZCQgLjx49HrVazb98+UlJSALCxsflb4/n5+aHRaOjcuTOWlpb4+/tTtmxZLC0tmT59OgA5OTksX76csLAwPvroIz744APOnTtHQEAAGzZsYMGCBejq6lKzZk2WLVtGx44d6dq1K5s2baJTp044OjoSEBBA+fLlX9lzEK9GYbk0Id4EZ2dn5s2bR9euXXnw4IHSbmFhQWJiIu7u7hw7dqwYZyiEEEIIIYT4J3T+bn3t16FFixba2NjY4p6GEEIIIYQQQggh3gIajYa9e/cyY8YMhg4dSv/+/bG1tX3pcfLy8tDX1yc5ORk/Pz9+/vln5dwPP/zAkiVLePDgAYsWLVJKFom3h0ajISIiAo1GQ3R0NO3ateOnn37CwMCAQYMGMWbMGCwsLBg1ahSenp5KIE5eXh7Tpk3DwcEBFxeXv3XvzZs3c+DAAfr06cPHH39M7dq1i8yrZcuWymZ5mzZtOHjwIHZ2dhw+fBiAgwcPMmXKFHJzczl9+rRSfk28PQoKCvDz8+P333+ndOnSPHz4kJYtW5KSksKYMWP47LPPyMnJoUuXLkycOJGQkBB27txJRkYGJUuW5Mcff6REiRLFvQwh/jPUajURERH/+P1dCCGEEEKIf0pHR+eEVqtt8SJ9JWOOEEIIIYQQQggh3kpqtZoTJ05gb29PVlbW3wrKAdi4cSNOTk58+OGHBAQEFDnXq1cvoqKiiI2NlaCcf4kns864ubkxbNgwli5dysSJE5k2bRrOzs64uLhw9erVf3SfX3/9lZUrVzJ3UvgD9wAAIABJREFU7lxq167N+++/j0ajQaPREB4eDkBiYiIPHjwgJSWFcuXKAUVLzMyZM4cVK1YQEREhGZneUtu2bcPExISoqCglaK9bt26EhoZiYWGBRqPh6NGjhIeH8/DhQwCMjIzYs2cPdnZ2bN68uTinL/5CUlISnp6e/3gcjUZDUFDQP5+QEEIIIYQQ4j9Jv7gnIIQQQgghhBBCCPE8e/bs+cdj9OrVi169er2C2YjioFarUavVyvHIkSMZOXKkcuzh4aF8vWXLliLX/pON9C+//JKrV6/i4uJC1apV6dixI46OjuTn51OqVCkiIiKoUaMGPj4+JCYmEhwc/NQYTk5ONGrUiJo1a1KyZEmaNWuGh4fHUwFiovicP38eQ0NDAgMDmTZtGvB/5c8uXbqEvb09TZo04bfffuPWrVsANGvWDABra2uOHz9OSEgI/fv3LxKUJYqfVqvlbcoWL55v7NixeHl5kZKSgr+/P6dOncLLy4s6deoQGRlJdnY2S5cuVX72nnT27FkCAgIIDQ1l+PDhJCUloaury759++RnUgghhBBCvDUkMEcIIYQQQgghhBBCiD9YuXLlU20DBgwochwfHw88LodUuAEcHR2tnK9WrRrz589nyJAhzJgxg+bNm+Pu7v4aZy1eloWFBZs2bcLc3JyCggLg/7IeLVmyhOrVqxMVFYWDg4MS5FH4fY+Pj6du3bp8++23eHp6/mUQwJOvE/HX8vLy6NevH8nJyZiZmVGyZEnGjRtHw4YNWbRoEaampqjVagYOHMj9+/dp2LAhwcHBBAUFcfnyZZKTk5k+fTopKSl4eHhw6dIltm3bRvXq1Zk6dSqRkZHo6uqyatUqzMzMcHd3Jzc3l8qVK7Nhwwb09PTw8fHhypUrmJubU6NGjeJ+JO8sOzs7Dh06xPXr1zE1NeX+/fvcvHmTJUuWMHnyZBITE5k8eTJhYWFFrjt37hyLFi0iNDSUkiVLcu3aNaKiotBqtejo6BTTaoQQQgghhHia/EtQCCGEEEIIIYQQQojnyMnJoUuXLri7u9OrVy9CQkKU0jitW7dm6NChjBkzht27d+Pk5ESLFi1Ys2YNmZmZTJ06la+++oqvv/6aZcuW4e/vz8aNG4mJiUGtVmNvb893331XzCv8b+vSpQu3b99mzZo1NGzYkFOnTtGuXTuuXLlCx44d+f3336lZsybx8fHEx8eTl5fH9u3bqVixIgsWLKBGjRrExcXRtm1b1q5dS2JiIq6urjg5OSkZeLy9vRk+fLgEZb2kLVu20KhRIw4cOEDjxo1xd3dn48aNAOzevZsOHTowa9YsJkyYwP79+zE0NOTIkSMANGjQgL1791K5cmXu3r3Lhg0bGD16NJs2beLMmTMkJyej0Wj45ptvmDlzJvr6+vz0008cOHCAhg0bEhkZybFjx9DT0yMiIoK6desW56N459nb23P48GEuXLhA37592bZtG1WqVGHt2rU4Ojri6+tLSkrKU9fNnj2bUaNGUa5cOVQqFV5eXnh6ehIYGKgE2gkhhBBCCPE2kIw5QgghhBBCCCGEEEI8x9atW7Gzs2P8+PEMHTq0yLm0tDQCAgKoXr06WVlZuLu7k5eXh1qtpn///owfP568vDx8fX1JS0vDwcEBFxcX3Nzc2L59O4aGhrRr146+fftSokSJYlrhf5uuri7jxo0jNDSUq1ev8ttvvxEdHc3MmTNZsmQJpUuX5pdffiEjI4PBgwezYMEC3NzcCAkJUbJyWFtbExERgb6+Pj179mTlypXUqFGD3r17c+3aNeBx4MHXX39dzKv9d7lw4QLNmzcHoEWLFsTExBAVFcXgwYMxNDSkTJkyJCQkMH78eHR0dMjMzKRly5bA/5UjA2jUqBG6urqYmZmRmJhIQkICGo1GKZFnamrKgwcP8PPzIzk5mZs3b1K/fn1u376tlE6ysbFRgn7+rqSkJC5evIizs/MzzwUGBhIaGvrC46nVauV1929nYmLC9evXqV69Ovb29nTt2pWhQ4cSHBzMqVOnuHDhAoMGDXrqukWLFjFjxgxq1KhB7dq16d27N/3798fPz4/jx4/TqlWrYliNEEIIIYQQT5OMOUIIIYQQQgghhBBCPMelS5do0qQJANbW1kXOmZiYUL16dQBOnDiBi4sLbdu25dy5c386Znx8PF26dOGDDz7gxo0bpKamvp7JixeWlJSkfJ9btGhBYmIiAPXq1aNs2bKYmZmRkZFBvXr1sLKyom/fvnz11VdPjfPbb7/Rr18/1Go1CQkJJCcnA0UDRcSLqVOnDidOnAAgNjYWCwsLatWqxZdffknXrl2Bx6XI5s+fj0ajITY2lg8//BCgSMmwJ0saabVaLCwscHV1RaPRoNFoWLNmDXv27KFBgwZERUXRvXt3tFottWvXVsqWnTp16h+vJykpicjIyH88zrvK1NQUKysratWqRWpqKnZ2drRs2RJHR8fnZhYrX748a9asYfDgwaSmptK2bVvs7e25evUqVlZWf3o/jUZDYGDgn/ZJT09n8+bNyrGDg8NTfdRqNXl5eS+wwmeLi4vj5MmTf/t6IYQQQgjx7/DvD6cXQgghhBBCCCGEEOI1qV27NmfOnKFDhw6cPn2a999/Xzn35Ob/nDlzWLFiBWZmZtSvX/9Px2zWrBkbN26kTJky5ObmolKpXtv8xYupVauWEoQRGxurlC5KTEzkwYMHZGRkUK5cOXJychg1ahS6urq4urrSt29fVCoV+fn56OvrY2FhwYIFCzA1NSU/Px8dHR2WLFlS5LUiXky3bt3w9PTE0dERU1NT/P39KVeuHD169OD69esATJw4ET8/PzIyMtDV1WX58uV/OW7Tpk2pWrUqarUaHR0devfuTYcOHZg+fTqxsbEYGRlRv359WrVqxZIlS2jbti3m5ubUrFnzH61n2bJlHDp0iCNHjuDk5ERkZCS6urqsWrWqSL+ffvqJOXPmkJeXx6RJk3B3d6d169Y0adKEkydPEhQURKdOnQD4/PPPiYiIYMiQIQwcOJCIiAgl2GTatGm4uLigVquxtbUt0i8mJgZ/f39yc3Px9fVlwIAB/2htr8Lq1auVrwsD2p71/dRoNAAEBQUpbfv27QPgwIEDr3ROhYE5H3300V/2LSgo+Fs/53FxceTl5SnZoYQQQgghxLtJAnOEEEIIIYQQQgghhHiOrl278vHHH+Pm5kbZsmWVDeM/6tatGx9++CHW1tZUqFDhT8ecMmUKXbp0oaCggIoVK7Jp06bXMXXxEqpWrUrdunWxs7OjRIkSSpBAjRo18PHxITExkeDgYC5fvszAgQPJy8ujTp06mJiY0LFjR7p27Yqvry/Tp0/Hx8eHnJwcVCqVfG//AZVKxfr164u0dejQgczMTOW4cuXKbNmypUifJwM2atWqpZSHUqvVSvmqgIAAAgICilz3rKwlISEh/2AFRfn5+VGnTh169uzJ119/jUajISEhgZkzZzJhwgTgcXDH3LlziYyMpKCggPbt2+Pu7k5qaiqBgYEYGxvj6uqqBOb06NGDoKAg2rVrx8CBAwkKCmLv3r0AuLu74+Li8sx+kyZNknJ6PM5e1r59e3Jycvj+++/p06cPubm5VK5cmQ0bNrBs2TLCw8NRq9X8+OOP3L9/n379+vHzzz9Tu3ZtTExMiI2NpX///tSsWZPIyEh+/fVXypcvz4wZM8jIyODbb7/l8uXL1KxZk1GjRhEeHo5Go8HQ0BBjY2OSk5O5f/8+48aNY+7cufj4+BT3YxFCCCGEEK+BBOYIIYQQQgghhBBCCPEcBgYGbN68GX19fYYOHYqzs7OyoR8dHa308/HxeWpD1dvbW/n6yWCBli1bKhkeRPF7MmCjMECiUGEWnScdPHiwyPHIkSMZOXKkcrxr164i519lcIf490lKSiIwMBBfX18AEhIS0Gg0ymvO1NRU6ZuWlkZCQoISUHPr1i20Wi3GxsZKxh49PT2lv6WlJSqVSsnUoqOjQ7ly5f6yX2E5vcJ7pqamYmZm9jqW/1bLzs4mPDyc9evXs2rVKn766SdKlSpFYGAgkZGR+Pn5ceXKFSW468aNG0ycOBEdHR2MjY2ZN28eBgYGLFmyhIkTJ6JSqTh9+jR+fn7MmzePSpUqUaNGDbZv3061atWoX78+06ZNw8DAAAMDA9RqNaNGjWLEiBEEBATg7OwsgTlCCCGEEO8oCcwRQgghhBBCCCGEEP95Go2GiIgIpk2b9tS5jh07kpmZSb169bC1tX3hMdPT04mMjHyhMihCiHdbYckzCwsLXF1dWbx4MQC5ublKJq5KlSphZWXFnj170NPTIzc3Fx0dHe7cucO1a9eoWLEi+fn5ypg6OjpF7lFQUMC9e/cA/rSflNN7rFmzZgBYW1sTHh7OwIEDSU5O5ubNm9SvX/+psoT16tUjKSkJJycnoqOj0dXVpXTp0pQpU4YLFy6g1WqpVasWzZs35/jx44wYMYJBgwYxY8YMvvjiC1QqFfPnz+f69etUrVqVRo0aUb58eczMzDAwMHjq+ySEEEIIId4dEpgjhBBCCCGEEEIIIcSf2LNnz9+6Lj09nc2bN79QYE5BQYGSzUII8e+l0WiYN28eeXl55OTkMHfuXFJSUpgzZw6RkZGcPXuW1q1bU716dTIzM6lZsyahoaH88ssvNG7cmIoVK1K+fHmsrKxo1qwZVapU4datW7Rs2ZJKlSoxbdo0HBwc0Nd/+r/2J02ahKurK1qtlqlTpz53ju9iOb3CzFRPZir7K4UZseLj46lduza5ubmsW7eOgIAAtFqtEkxVSEdHBwsLCyIiItBqtRQUFCjn6tSpQ1xcHElJSZw8eZLbt2+jVqtp2bIljRs3ZuXKlTx69Ijx48eza9cuAgMDMTc3Z+nSpUXuIYQQQggh3k3yr30hhBBCCCGEEEIIIYAzZ87QuXNn7O3tuXLlCh988AEODg4MGzYMeLzhXqlSJbp06YKDgwNhYWG0bduW2rVrk5eXx+HDh2nVqhXOzs6sWrWKZcuWER4ejlqtJjU1lRUrVtCmTRvatGnDyZMnAWjatCmenp7MmTPnT+cWEhLCihUrXvszEEL8c9nZ2ezatYvBgwezd+9e7t69y5YtW1i6dCkuLi64urri5uZGeno648aNY9euXfTp04esrCwOHjzI0qVL6dmzJ0OGDCE5OZkmTZqwb98+bG1tlRJUGo1GCc7RaDQAuLm5cfToUWJiYnBzc3tuv8Jyevv3738ngnL+zJPBM3+kUqlwc3MjODgYT09Ptm/fTqdOnUhKSgKgatWq3LlzBw8PD+7cuQNAly5dSE1NZdeuXXTq1EkZy9/fn0ePHmFlZUVCQoJSoio5OZnAwEB++OEHPv/8c3bs2MGePXvo168fJ0+epFy5cqxbt44RI0a81ucghBBCCCGKl2TMEUIIIYQQQgghhBDi/9uxYwfTp0/n1KlThIeHo6+vj6enJ7///rvSZ/PmzcyZM4djx46xb98+/Pz8OH36NDt37mT27Nmo1Wq0Wi2XL1/mypUrhIaGkpaWxvbt2zlw4AB3797Fx8eHrVu3cu3aNQ4fPkyZMmWKcdVCiFfpyRJJy5cvp1GjRujq6mJmZkZiYiIXLlygefPmPHr0iFWrVnH+/HmaNWtGtWrVmDZtGps3byYjIwM9PT3Cw8O5cuUKtra2mJubF7nPp59+ip2dHb169SqOZb42arVaKS3o4OCAi4vLM/s9evSIjz/+mJycHCpUqICbmxuffvopGo2Gmzdv0qxZM/r27cvYsWN5+PAhTZs2ZceOHaxatYrJkydTokQJRowYweTJk7G1tcXe3p4DBw7g6enJhg0bmD9/PmvXrqVp06YAREdHA7B+/fqn5mJubk5sbGyRNi8vr6f6DRo0qMhxTEzM33pGQgghhBDi30Uy5gghhBBCCCGEEEKId4ZGoyEoKAgABweHl7rW0tISADMzM9LT0/Hw8ECtVrNt2zY8PDwYN24cZcqU4fPPP2f58uWkp6cDsHfvXtLS0nj48CFDhgzB1NRUyWpx4cIF+vTpw4cffkhERAQWFhbUqVNH2YwtXbo0R44cAR6XYElKSiIkJITevXvToUMHOnTogFarVeaYnJxMhw4dSElJ+UfPSQjx+jxZIqlt27bo6Ogo57RaLXXq1OHEiRNs3boVY2Njhg8fTtmyZcnLyyM5OZkFCxbQoUMHNBoNtWrVYsWKFaSnp3P8+HFlnM8++wxbW9t3LijnZWzdupWWLVuye/duDA0NSU1N5cGDByxatIgqVarg5OTErFmzaN++PfHx8dy/f5/g4GBCQkKoXr06MTExyjO9ffs2gYGB7Nq1i5EjR7Ju3TqWLl3KypUri3mVQgghhBDiXSCBOUIIIYQQQgghhBBCQJHN87S0NLp27cpnn31GzZo1WbhwIbNmzQKgR48eTJw4UQmogceb7SVLlqRfv36cOHGC+Ph4Tp8+jVarpXLlymzdupWqVasydOhQ0tPTady4MXfu3ClyzyeZmJiwc+dOzMzMOH36NAApKSkMGjSI5cuXU61atdf4JIQQ/4RKpcLd3Z3g4GBcXV2fOt+yZUtKlSqFv78/SUlJDBkyBEtLS/Lz89FoNIwcOZKff/4ZlUqFvb09n3/+OVWqVGHMmDEAnD9/nnPnzv2rgnLGjh3L2bNn2bt3r5JRyMvLiylTpuDk5ESrVq04derUS4158eJFZSwbGxvy8/Np3rw5ALa2tpw9exZDQ0NatGhBrVq10NPT4+zZs5iZmWFtbU3dunXJyMgAoHLlylSpUoVq1apRt25dSpYsSbVq1bh79+4rfApCCCGEEOK/SgJzhBBCCCGEEEIIIcRbQaPR0LlzZ9q3b4+zszN37tzh008/xdHRkU6dOikbqM9q8/HxwcXFhbVr1z41bkxMDGq1Gnt7e7777rsXmouuri7z5s0jMDAQQ0NDpQ0eZ9ZRqVRPBdWcOHGC77//nk6dOuHm5kZ6ejqZmZlER0ejp6eHlZUVq1at4oMPPuD27dtPbfg+mRnnj9l7AJYuXcrHH3+MmZnZC61BCFE8rK2t2b17NxqNBhsbG0JDQ4HHJZoKM3p98803zJo1i48++ojy5ctz9epVvLy8cHV1JS4ujqSkJNasWcPEiRO5evUqV69eVYIBGzRoQO/evRk7dmxxLfGl2dnZcejQIQ4fPoypqSn379/n5s2bjB07lqioKMLCwpg7d+5LjVm7dm0lO9GpU6fQ1dXlxIkTANy4cYPGjRtz7949jh8/TlJSEvn5+TRu3Jjk5GQAkpKSMDIyAh4HZmo0GgIDA5/KcPQ8T2ZoE/9O3t7eJCYmFmmbNWuW8hoRQgghhHhV9It7AkIIIYQQQgghhBBCFMrOziY8PJz169czZswYTp48SVxcHKGhofj6+tK5c2du3rxJUFAQKSkpfPXVV5QqVQo9PT0iIiKYMWMGjx49KjLmpEmT2L59O4aGhrRr146+fftSokSJIn3UajVqtRp4vFEHMGrUKLZu3UpsbCxqtZqCggJq166Njo4O3t7ehISEAFCrVi3atm3LkSNHMDAwYMKECQwbNoz69eszZswY8vLyqFixIs2aNWPEiBG4uLjg7e2NVqtl9OjRXL9+Ha1Wy7lz55T5PGtjODAwkK1bt9KwYUNat279ip+8EOJN69q1Kx4eHri5uVGhQgWMjIyoWrUqarUaHR0devfujZGREV9//TVZWVl4enoq1w4cOJCZM2cye/Zs/P39i3EVL8be3p6xY8dSUFBA37592bZtG1WqVGHt2rWEhYVx8eJF6tWr95fjeHt7ExQURK1atZ56fiYmJly+fJkRI0bw8OFDVq9ejZmZGf7+/mzevBkrKyuGDRuGgYEBM2fOJCkpiW+++eYNrF78m4wfP764pyCEEEKId5AE5gghhBBCCCGEEEKIt0ZhWRJra2tGjx6NlZUVAC1atCAqKooSJUpQtWpVIiMj8fT05KeffuLatWv06dMHeFzO5MkSUwDx8fF06dIFeFyiKjU19YWzznTp0oUdO3bg6OhI2bJl/7J/QkICbdu2pUaNGtja2vLbb7/9af+PPvqIbt26sX37dipUqPCnfUuUKEFYWBgeHh589dVXNGzY8IXWIIR4c54M8vsrBgYG7Nix46n2gICAIsc9e/YschwdHQ3AhAkT/t4ki4GJiQnXr1+nevXq2Nvb07VrV4YOHUpwcDCnTp3iwoULDBo06KXGfNbzKwysLOTl5YWXl1eRtv/973/873//A1Cy5ERHR6PRaIiPj8fQ0BBnZ2c2btxIgwYNUKvV6OrqsmrVKpKSkhg1ahTGxsaYm5tTo0aNl38Y4pUaO3YsXl5epKSk4O/vz6lTp/Dy8qJOnTpERkaSnZ3N0qVLadasGV5eXiQlJaGrq8u+ffsAWLx4MSdOnKBdu3ZMnjwZb29v5TWxZ88eJTPfzz//zJ07d/Dw8KBUqVKoVCpGjRr1wj/vQgghhPhvk8AcIYQQQgghhBDiPyg9PZ3IyEg++uijvz3G1q1bcXR0pGLFiq9wZuK/rrAsSXx8PK6urpw8eZJ79+4pmXIOHTrEpUuXMDY25quvvkKlUpGVlcWFCxe4d+8e27dvJykpienTp9O4cWMmTZrE/fv3SU1NJSkpiffee4/09HT69u2Ljo4OVlZWLFq06Lnz0dXVZeXKlc88p9FoivwJ0L9/f1xcXJTjJzeJnyx5UphtB1BKr/zVNYV279793PkKIcTbytTUlMOHD9OxY0euXr3KggULcHBwoGrVqhQUFNC4cWOCgoL47bffcHNz4+7duzg4OHDp0iV69+5N1apVyczMBCAjI4O+ffty7949rK2tWbRoET179mTZsmWsX7+eXbt2sWXLFjp27Mj27dvR09N7oTk+mbXtm2++ITk5GY1GQ0JCAjNnzsTa2hodHZ0iGdoKCgqUUofizSssk3b9+vUiZdKWLFnC5MmTSUxMZPLkyYSEhHDt2jWioqLQarVKZjq1Ws3ChQtp1aoVkydPLjK2iYkJ33//PYMGDeL06dPs3r2bwYMH06tXL9q3b18cyxVCCCHEv5T8tiiEEEIIIYQQQvwHpaens3nz5qfaCwoKXniMrVu3cufOnVc5LSFQqVS4u7sTHBxM165d0Wq11K5dm1KlSlGxYkUWLVqEpaUlmZmZODg4cODAARo0aICVlRUbNmzg7NmzvP/++7Rp04akpCTi4uIoUaIEycnJWFhYcO/ePVJSUlCr1ezfv5+FCxcW95KFEOKtU5hJ5kU96/eHpKQkIiMjlePVq1dTsmRJhg4dyujRo6lduzbz58+nefPmWFpaKhlMxo0bx759+6hUqRItWrTgyy+/ZN68eWzcuJHr168DsGzZMnr27MmBAwfIysoiJiaG1q1bc/ToUWJjY1GpVOTm5qKnp/eXQTnx8fG0b9+e0aNH89577zF16lTmzZvHjBkzCA8PR61W4+zszLZt29iwYQOmpqYArFixgs2bNzNnzhzi4+Oxt7endevWhIaGKuP+sc3b25uRI0dib2/P9OnTGT58ODY2NqxateqFn7Uoyt7ensOHD3PhwoWnyqQ5Ojri6+tLSkoKKpUKLy8vPD09CQwMVF6zlpaWAJQqVeqpsQvPmZmZkZ6ezqVLl2jSpAnwOLOfEEIIIcSLksAcIYQQQgghhBDiP+Lw4cO0atUKZ2dn7OzslM2m1NRU6tati5WVFXPmzMHGxgZXV1ecnJyYNm0aAImJiUXarly5wu7du+nbty9ffvllMa9MvEusra3ZvXs3Go0GIyMj0tLSGD58OIsWLVLKT40YMYJatWphbGzMoEGDuHr1Kn379uWbb74hNzeX2NhY0tLSMDExoaCggEaNGhEWFoa5uTkqlYr333+fgoIC+vTpo2yWvgpBQUFFsuUIIcS7TKPR0KVLFzp37kxYWBitW7fG3t5eyXy2fPly+vXrp7Rt3LiRixcv8sUXXxAXF1ckiOJJhcEQ1apVIyMjg4sXL9KsWTP09fWVoIgLFy7QvHlz4HGpw8TERCVA4+HDhzRt2pT169cr5RH/THZ2Nrt27aJTp07s2rWL5ORkxowZw8CBAyldujRz5syhU6dOXL16lffee48bN24AcOPGDTp16sT48eP5/PPPCQsL4+DBgyxevJjc3NxntgE4OTlx6NAh1qxZw8CBAzl8+PBzM7OJv1ZYJk2lUmFvb8/cuXOxs7MjODgYjUbD8uXL0Wq15Ofn07t3b0JDQ0lNTeX48eMASuacZ3nyXGGg8JkzZwA4ffr0612YEEIIId4pEpgjhBBCCCGEEEL8R+zcuZPZs2cTGRnJoUOHaNeuHRqNhsqVK5OWlkb79u0ZP348ly9fxtfXlzZt2nDu3DmuXbtGQEAAK1euJCoqinPnzqGrq4u7uzthYWGMHTtWuccfM/E4ODgUx1LFO2TAgAFcu3aN6Ohobt68CTzOwmBkZESDBg3YvHkz1atXR/v/2Lv3uJ7v///jt96VQiWnykQhzD7iHRaKvOWwiMR8kHI+zHnYrPkUYzLaHLYZyjEbRg5zGlLaO3Mmam1ySOXQQTmEbKX34feHX++vlm1mCHtc//F+P9/P1+v9fL7a6n25vO7vx0Ovx8nJicqVK9OuXTtOnDiBtbU1zs7OGBkZ4enpycKFCzE3N2fnzp18/PHHrF+/nvnz55fxDoUQouzp9XpGjx6Np6cn3t7e3Lp1y/DaihUraNu2LW3btuXUqVOsW7eOpUuXAnDjxg3s7e1ZsGABZmZmFBYW0qNHD7RaLWFhYRgbG6PX6wkKCuLAgQMoFAq0Wi0WFhY4ODgwatQokpKSDGEXeHQYIjExEa1WawhF1K1b19AG8OTJk9SrVw8XFxf27duHra1tiYDGXykO7zg5OZGZmcnatWsZOXIkp0+fRqFQMHjwYOLi4li9ejW+vr5otVo6dOiAhYUF5cqVA+DWrVs4OjpiampKnTqcIHlxAAAgAElEQVR1yMnJeeQY/F/wqEaNGjRu3BgzM7M/DYeIv2ZpacmNGzdYsWIFubm5uLm54erqioeHB59//jnJycncvXuXdu3a8frrr3PlyhWcnZ3Zs2fP33qf4cOHs3TpUry8vNDr9Ziamj6jHQkhhBDiVWNS1gsQQgghhBBCCCHE8zFmzBhCQkJYuXIl/fr1Izo6mjZt2tCkSRNq1apluLlUUFDAJ598QnZ2Nvn5+fzyyy/k5eXRt29fUlJSeO2117h06RJRUVGl2lwUB3N69epVFlsULzmVSoVKpSoxZmRkRHh4OB06dODWrVtMnToVMzMz7t+/zxdffMGJEye4efMmX331FT4+Prz55pvExcXh5eVFdnY2bm5u/Pjjj/j6+nLz5k0yMjKwsLCgTZs2FBUVSYUbIYQAdu3aRe3atVm6dCl79uwhISEBgOvXr7Njxw4OHDjArVu3GDp0KF9//TV+fn40atQIhUJBx44dycnJYePGjZiYmGBjY8OxY8dwdnamTZs2hISEoFQqsbW1RalUotFoyMvLw97ensLCQlatWsXEiRP/cG3vv/8+/fv3x9bW1lBdZ+TIkfTv35/ly5fTpEkTWrVqBUC5cuVwd3fH1dWVs2fPGsb/THGFH3NzcwIDA7l+/TqLFi0CoKioiFOnTrFq1SpGjhzJ3Llz8fX1ZcaMGbRp04YZM2YAYG1tTXp6OjVr1iQ1NRUbG5tHjkHJ4JEEcp6O8ePHG6oOZWRkAA8qNsGDMO/t27extrZm/fr1BAcHG6rl1a9fHycnJ+BBBSiAiIgIAMM4YPg563Q6YmNjUSgUeHt74+jo+Ix3JoQQQohXhQRzhBBCCCGEEEKIf4nKlSuzZMkSMjMz6d+/P+3bt2fDhg0EBARQUFBgmGdubs60adMYNWoUrVq1QqvVkp2dTYMGDTh37hy2trZkZWVhb2/PzJkzuXTpElZWVqxbt45ly5YZWmRt2rSJu3fvMnDgQBITE1mzZg1KpbIMr4B42Twc1Jk5cyYxMTGG9mp/ZPv27aXGunfvXmqsZ8+eT2WNQgjxKkhOTmbDhg1ERUWh0WgoLCzkrbfeIjU1lcTERNq3b2+Ya2VlRbly5bh9+zZXrlyhe/fuzJo1i169epGTk0N+fj4FBQVkZ2ej1WpJT09HoVDQrFkzLl68SFhYGF988QUA//3vf1EqlYZQRHEAAv4vIAFw7NixUmvevXt3qbG4uDjD44c/2/wZU1NTvLy8KCgoYMuWLYSFhaFSqTAyMsLPz4+RI0eydOlSOnTogIODA7Vr1y51jo8//pj+/fuj1WoZO3YspqamjxwTz8ayZcuIjY3l2rVrfPvttzg4ONCjRw/Cw8OxsLAgLS0NHx8f4uPjKSwsfOLPqfn5+Xh7e3P//n06duxoaLEphBBCCPFXjPR6fVmvwaBFixb6kydPlvUyhBBCCCGEEEKIV9Lnn3/O1q1byc/PZ+TIkUyfPh29Xo+5uTlGRkYMHDiQkJAQmjdvjomJiaEVkI2NDbm5uZQrVw5ra2vy8/OpVq0anTp1Yu3atUyfPh0LCwsyMjLo27dviW8i29racunSJeLj49m8eTMLFy4s46sgXlZqtfqxgjlCCCH+vu3bt5OSksJ7770HQHR0NHFxcbz77ruMHj2azZs3Aw8qyJiamrJmzRr27NnD+fPnOXXqFP369ePEiRPY2tpSqVIlAgMDiYmJYfXq1Tg4ODB69Gh++OEHUlNTGTJkCFlZWfTr16/EZwYhnpRarWblypWcOXOGLl264OzszKZNm+jcuTOdO3emRYsWrF27lt9++40PPviACxcuAPI5VQghhBD/jJGRUbxer2/xOHMVz3oxQgghhBBCCCGEeDFMnDiRAwcOcOrUKe7du8enn35Kbm4uHh4efP3114Z55cuXJzQ0FEdHR65cucL27dupXLkywcHBHDt2DCcnJ3Jzc2nWrBlBQUGMGjWKFi1akJKSUuo9nZycMDc3p2bNmuTl5T3P7YpXjEqlklDOIxS3jxNCiH/Cx8eH9PR0PD098fT05LfffgOgevXqeHt74+HhQfv27Zk7dy4APXr0YMeOHYSGhgIQGBhIhQoVsLGxwczMDIApU6ZQr149atWqxYABAyhfvjxarZaNGzcyatSostmoeKU1aNAAAKVSSU5ODqtWraJv377cv3+fa9eu8cYbb5Cfn096ejoBAQHyOVUIIYQQz420shJCCCGEEEIIIf6FPD09GThwINu2bfvDOTY2Nvj4+JCdnU25cuWIj49n7Nix3Lt3DxcXF+rWrcu+ffsAOHnyJPXq1cPU1BStVms4h5GRkeHxi1S1V4iXybJly1i/fj06nY7MzExGjBjBjh07MDMzY9asWWzdupULFy4YxiIiIh7ZauWfSEhIID4+nmHDhj3R8W3atOHgwYNPdU1CiKfHyMiIRYsWlRjz8fEBYMiQIQwZMqTEa9bW1vz666+G5y4uLiQlJZU674EDBwyPFy9eXOoc/4ZqOXq9nm7dunH37l1++OEHjI2N/9bx48ePZ9GiRURERDBw4EAUCvm+9e+Zmpqi0+lIT0+nQoUKJCYmotVqsbOz4/PPP6dFixZotVouXLhAxYoVDcc9q8+pOp1Ofk5CCCGEKEFaWQkhhBBCCCGEEKIUtVrNvHnz0Gg0FBQUsGXLFqZPn85PP/3ExYsXiY2N5fXXX2fs2LH89NNPWFpasn79eiwtLenatSuWlpYsW7YMHx8fDh48SHp6OjNmzCAiIqKstybES0OtVjN//nw0Gg2FhYU0adKEq1evEhsbi1KpZPTo0cyZM4fLly+j0+lITk7Gy8uLnJwc3n77bb788suy3oKBBHOEEI+rOMiSlJREUFAQ77zzTlkv6R/JzMxk8uTJbNiw4U/n/VWYQ6VSERMTg4nJn3/f+t8WCklPT+eDDz7g3Llz5OTkoNFo0Ol0tGvXjvj4eOrVq8cvv/yClZUVWVlZGBsbU79+fcqXL09ycjIODg589dVXhIeHY2VlRUJCAlZWVqxbt461a9fi4OBAgwYNaNWqFTdu3OCjjz6iW7duVKlShTFjxlBYWEinTp0IDg5m8ODBWFhYcP78eUN4XQghhBCvrr/Tykoq5gghhBBCCCGEEKIUlUqFSqUqMbZ48WJGjhxJ8+bNef311w1jvxcVFWV4XHwj3tHRUUI5QjyBgoICoqOjee+99zh8+DC2trYMGzaMoUOHMm/ePCpUqECLFi1wdnYmKSkJb29vjh07xhdffPHY75GZmYm/vz9FRUU0adKEPn36sHDhQnQ6HVeuXGHEiBH85z//ISYmhpCQEJRKJUqlkvj4eD7++GNWrFhBdnY227dvx97enj59+nDt2jXMzMy4c+cOR48eNbzXoEGDSE9PR6FQsH///n/VzWMhxOPJysrC0tKSjz/+GI1G80TneJHCKR988AE//PADw4cPp1+/fnTs2JHBgwczY8YM1Go1e/bsIT8/n9mzZzNo0CCaNm1KYmIia9asQalU0qZNGxYsWEBCQgIdOnRg+PDhrFy50hDSUalUqNXqEqGQqKgoxowZw7lz5yhfvjxr166lcuXKZX0pnply5cqRmJj4p3OCg4Pp2LEjKpWKtLQ0evXqRU5ODt9++y3Hjx9n7NixhIWFceDAAdauXUtYWBidO3cmMjKS69ev8+abb3LmzBkSEhKYNm0aAQEBrFy5klq1auHn58fVq1cBcHd356uvvnoe2xZCCCHES+TF+GQqhBBCCCGEEEKIl8KyZcv4/PPPy3oZ4l9Ar9fj7e2Nh4dHifZoABEREYYwyOzZs8tohc+Hi4sLZ8+eJT4+nuzsbJKSkli5ciWjR4/m0qVLODg4ULFiRRITE2nXrh1Xr14lPT39b7WHqVatGtHR0Rw8eJA7d+5w4cIFAHbu3Ml///tf7O3tS8zPysoiLCyM8PBwZs2axc6dO3nvvfeIjIwEHvx84uLi6NOnD9evXzccV1RUxNWrV4mLiyM2NvaFuWkuhHj68vLy2Lp165/OGT9+/CPHHw6yFJswYQIeHh5069aN27dvP3IsPT2d9u3b07t37xcqDBwSEkKnTp1K/S4tZm1tzffff49SqSQ7O5tly5axZMkS1qxZY5jj6uqKUqlk//79DBgw4A/fy93dnX379rFr1y5q165NbGws48aNIyws7Knv62lTq9V0796dLl264Onpyc2bNx/r5/64xowZQ2RkJAMGDCA3N5c33ngDhUJBzZo1ycvL4+LFizRr1gyAFi1akJKSQpMmTUhKSuL48eNMnjyZH3/8EZ1Oh6mpKefOnWPAgAGoVCqSk5PJyMgAoHnz5k//4gghhBDipScVc4QQQgghhBBCCCHEC6e4YsL333//h3Ps7OwICgp6jqt6/hITE/nss89IS0vDyMgIY2NjpkyZws6dO9Hr9UyYMIHPP/+c9u3b07ZtW8zNzYmJiaFHjx5/evMW/q9Szr1798jNzaVSpUqcP3+eEydOcO/ePfLz87l79y4rV65k8uTJLF++nKtXr5Kfn8+ePXv48ssvSU9PJzMzk9dee42QkBC2bdtGWloatWvX5t69e9y/f9/wfqampgwaNIiAgAAcHByYNWuWhHOEeEUVB3N69er1h3MWLVpU4nlxlZuQkBAAOnbsiEajMfxOeriSiaenZ6mxvn37kpOTQ0xMDMbGxs90f0/CyMjI8Fiv1xsePxzkcHJywtzc3BAWedJzJScns2HDBqKiotBoNLRu3fqp7OFZK64St3HjRhYvXvzYP/fHUblyZZYsWUJmZibDhg2jatWqhtf0ej1169Y1tJ86efIk9erVw9jYGIVCQV5eHiqViunTp+Pp6QlAw4YN+fzzz6lRowZarRYjIyOWLl0qf9eEEEII8UjyCUEIIYQQQgghhBBCvHCKKyYMGzYMPz8/PD096du3L0VFRYY56enpBAQEANC6dWvGjRuHUqlk7969AOzatQsPDw/c3NwMYy8bU1NTMjIyqFOnDvHx8QwaNIioqCjMzMzw9/enRYsW3Lx5k/j4eD799FM0Gg19+vShY8eOf3nu4ko5ffv2xc7OjrFjx1KlShXCw8NxcnJi//79wP/d9M3PzycsLAwnJydmzZrFypUreeONNwyVcrp3787ChQupVasWgwcPZuzYsSXeT6vV4ufnx9q1a8nNzeXEiRNP+WoJIcrS4cOHadmyJZ6enri5uREdHY1KpSI3N5c+ffrQrl07OnfuzJ07dwBo06YN8KB95gcffMDAgQP57rvv6NGjBzExMYbWRI+qZPKoMYCmTZu+kKEcgEqVKpGVlYVer+eXX34xjD8c5PijwA08+HtQXEGu+FzXr18nOzu71LkaNmzIwIEDUavVHDx4kE8++eSZ7Olpc3FxAUCpVLJmzZrH/rk/jvDwcEOlnd+3a4UHVYnKly9P27ZtWb9+PaNGjTKsqXr16piZmWFiYoKbmxsAs2fPZujQoXh6etK1a1d+/fXXf7J1IYQQQrzipGKOEEIIIYQQQgghhHjhFFdMUCqVVKtWDT8/P5YuXcrmzZsfOf/GjRtMnz6doqIixo0bR+fOnZk3bx6xsbHodDq6dOmCl5fX89zCU6FUKg3XAiAoKKhUlaCoqCjD44MHDz72uW/cuMHo0aO5cuUKSUlJ3Lp1i4oVKwJgaWlZqlpDlSpVMDc3p1y5cjRo0ACFQkH58uW5desWWq2W/fv3c/DgQRITEwkNDaV9+/Yljr979y4+Pj5otVqsrKxwdnZ+7LUKIV58u3fvJjQ0FJVKRVpaGtOmTTO01YuIiKBChQqsWLGCjRs3MmLEiBLH9uzZk9atWxMQEMDixYsJCwujSZMmaLXaR1YyedQY8EJXK+nVqxc9e/Zkx44dVK5c+W8f7+3tja+vL8OHD2fkyJF0796dNm3aUL169VJzfXx8mDBhgqG6y8SJE/Hx8fnHe3jWisNYiYmJDBgwgPj4eOCvf+6PY+LEiUycOLHUuEqlMgR1Fi9eXOr1mTNnGh6PGDECb29v4EF1oz179pSY+yK1UBNCCCHEi0WCOUIIIYQQQgghhBDihZWcnEx8fDzh4eEUFBTg5+dHpUqVSs3Lz8+natWqGBsbk5eXx/Xr10lOTjZUjsnJyUGv15eoRvBvt379enx9fRk8eDD+/v6MGDGCmJgYVCoV6enp6PV6vLy8MDExQaVS4eDgAMCmTZsIDg7G0dGRoKAgYmJisLa2pnHjxkRERLB8+XIyMjKYMWOGoSJGcWDowIEDZbZfIcSzNWbMGEJCQli5ciXjx483jGu1WqZMmUJSUhJ37tyhZ8+epY4tbsEUHBzMRx99xMmTJ2ncuDHVqlXD1dWVNWvW0LZtWywtLVm/fj3W1talxv6s9VNZcnR0NASUioMmxQYPHlziefHvSkdHR0PIo3js98GSrl27ljj24VCIkZFRqVZhLwNTU1O8vLwoKChgy5YtTJ8+/YX6uUdERBAQEPBCB8CEEEII8WKSYI4QQgghhBBCCCGEeCbS09NJTU01fGP/ce3du5fMzEzgQTuODh068PbbbwNQVFTEunXrSh1Tt25dQ/sSvV5PtWrVcHZ2JioqCmNjY4qKil66UM7D3+J/Fjw9PRk4cCDbtm37x+dq2LAhKSkpeHl5UatWLWrWrPkUViiEeJlUrlyZJUuWkJmZib+/P3Z2dgAkJCRw7949Dhw4YAju/V5x0MHBwYGNGzdy+PBhvvnmGz788EOgZCWT9PR0xo0bZwi7FLO2ti41Jl4uv68S96gKNr8f+6c/9ylTpjBo0CAyMzMJDAzk9OnTDBo0iDFjxhAYGEhRURHDhw/nP//5DwkJCXTo0IHhw4czYMCAJ35PIYQQQvz7SDBHCCGEEEIIIYQQQjwT6enpxMbG/mUwR6fTGW7KajQaNm/eTFJSEleuXKFBgwZ88sknDB06lAYNGvDVV18xd+5c6tatyxdffGFovZSUlIRGoyEkJIRz587RuXNnjI2N6dChAxqNhoyMDBwdHWnUqBFLlix55nt/Gbi4uJCUlFRirDgI9HAVh+Kxhys5FN8EfTg89Kg2Wn+ntZYQ4uUWHh7O1q1byc/PJzAwkFWrVtG7d28WLFjw2MG9GTNmcPToUfLz85k/f/5zXL34t3Jzc+PQoUNkZWVRo0YN7t69y7Vr15g+fTo7duzA0tKSTp06sXv3bpRKJTExMZiYPL1ba2q1mpiYmBKBpOLqR7+vqFRs8ODBzJgxA0dHx6e2DiGEEEI8WxLMEUIIIYQQQgghhBBPTK1WM3/+fDQaDYWFhYwbN45Tp04REhLChx9+SEpKCkeOHOHmzZukp6djbm5O3759mThxIkOGDKFq1ap07dqVr7/+GldXV44dO4alpSUjRoxg6NChfPTRRzRq1IjCwkJsbGywtbUlOzsbe3t7xo0bZ6ie4+LiYljTBx98wKRJk+jcuTPbtm1j1qxZ9O7dm9atWxMYGMiRI0do3bp1WV0yIYR4Jf2+1VLfvn0Nj/8suKdWqw1joaGhpeYVFhby3//+l/v372NtbY2Xl5fhtXfffZeEhAR0Oh3r1q3Dzs6OXr16ce/ePapXr05kZCSDBg0iPT0dhULB/v37pQ3RC+pZV4n7I+7u7kyZMgWdToe/vz/bt2/H1taWqKgofHx8ALh+/Tq5ubnPfW1CCCGEeHVIMEcIIYQQQgghhBBC/CMFBQVER0ezceNGzp8/bxhXqVRUr16dfv36MXv2bG7dusV7772HWq1m4sSJ5OTkEBMTg7GxMV9//TU9e/akatWqZGVlAfDLL78QFxcHPKikc+LECeBBO6tdu3Zhbm7Ot99+W2o9jRs3BuC1117j9u3bJCcn8+GHH2JkZER+fj6urq7P+pIIIYR4SrZt24abmxsffvgho0ePLvHanDlzqFChAjExMYSHhzNkyBCqVavGrl270Ov1FBUVcfXqVeLi4tDr9S9dS0Px7NnY2JCVlYW9vT3u7u74+voyevRocnJy2Lx5MxUrVqSoqAhTU1NMTU3RarWPXTFHrVazcOFCcnJyOHfuHM2aNePEiRNUq1aNWrVqoVariYiIQKvVcv36dRo3boyTkxM2NjakpaWxZs0a7t27R4UKFbh//z6//fYbDg4O5OfnP+OrIoQQQoinTaLhQgghhBBCCCGEEOIfKa5Wo1QqiYqKMozr9XoAjh8/zo0bN1CpVERHR3P//n0AmjZtirGxsWF+8+bNadiwIRcvXgQeBHOOHTuGQqFAoVCg0WgAsLCw+NObYg/feNXr9TRs2JAFCxagVqs5efIkPXr0eEo7F0II8ax9+eWX/Oc//2HGjBmYmZlx+fJlUlJSAPj0009p27YtwcHBZGZm4uTkhLOzM/7+/ixcuBBTU1MGDRpEQEAAwcHB6HS6Mt6NeBHVqFEDZ2dnHB0dyc3Nxc3NjZkzZ+Lj40P79u3p168fAN7e3vj6+rJly5a/df45c+Zga2vL+PHjef/995kwYQIFBQVcuHABgF9//RUvLy/69OnDwYMHSUlJwdvbmy+//JL79+8zZ84cHBwcqF27Nps3bzYEmIUQQgjx8pCKOUIIIYQQQgghxAsuLy+P2NhYevXqVeq1uXPnMmDAAGrWrFkGKxPigcTERMO/nTt3NtwwTU9PR6fT8eabb7Jjxw4sLS3Jzs6moKCAvXv3kpSUBEBERATZ2dlcvnyZL774gp9++ono6GjDN8c1Gg0dOnR4ZCuUx/G///2PkSNHcvv2bRQKBcuXL6dOnTpPZ/NCCCGeqQkTJnDmzBkAUlNTUSqVODk5cePGDdRqNT/++CPR0dGsW7eOwsJCJk2ahEKhoHPnzvj7++Pn58fAgQMZOXIkJ06coGXLlmW8I/GiWbNmjeFxRkaG4fH+/ftLzPt9u7bHUVzFz8nJiby8PL777jt+/fVXcnNzyczMRK/Xo1arUSqVhjZtOp2OTZs2sXXrVlJTUxk+fDhZWVl06NABExMTmjRp8qRbFUIIIUQZkWCOEEIIIYQQQgjxgsvLy2Pr1q2lgjk6nY4PP/ywjFYlxP8xNTXFy8uLgoICtmzZQkBAAF27dsXS0pKUlBR27tyJiYkJe/fupWrVqtSqVYu0tLRHnis7O5tPP/2UixcvcvPmTWrVqkV0dDRHjhwhICAAgE6dOhkq5qjV6hL/zpgxw3CuiIgIw+Pvvvvuqe/7canVatRqdYm1CSGEePBZZuTIkVy4cIEKFSowY8YMAgMDKSoqYvjw4QwZMoTFixdTqVIlkpOTqVGjBgcPHiQxMZHKlStz6tQp7Ozs0Gq1tG7dmkuXLtGxY0fy8vKoUaMGEydOJCMjA61Wi5WVFc7OzmW9ZfEv83AVv+vXr9OsWTMaN27MqlWr0Ov1pKWl0aVLFzIyMvj222/p2rUrCoUCPz8/evbsyYoVK1i4cCHjx4+nf//+aLVaQ7BZCCGEEC8PCeYIIYQQQgghhBAvoMOHDzNp0iQqVqzI2bNn0Wq1qFQqNm3aRMeOHXF2dqZx48acPXuW4OBgDh48yO7du7l9+zbm5uZs2rSJcuXKlfU2xL+EUqkkJCTE8HzPnj2l5uzfv5+oqCiqVq2KiYkJu3btMrSU0uv1fPjhh5iYmODs7MywYcMoLCzE29ubsLAwgoKCSpxr7dq1z3ZDQgghnovt27djY2PDihUr0Ol0dOnSxVBhrVOnTvj7+6NQKNi0aRNz584lPj4eFxcX7OzsUCgUlC9fnvT0dOLj49m8eTOWlpY0btyY3bt3s3HjRvbs2cOBAwfKeptCAKBQKNi7dy/Hjx8nIyODoKAgjI2NMTIyYteuXTg5OeHq6kq9evXYsWMHBw4c4NKlS5w4cQKAvXv34uzsjK2tbRnvRAghhBB/lwRzhBBCCCGEEEKIF9Du3bsJDQ1FpVKRlpbGtGnTDGGEq1evcvjwYSpWrMjgwYMNx1SqVInIyEhCQ0PZunUr/fr1K6PVC1Hap59+yvHjx3F3d6dfv34lWl4lJSUZ2jL8/PPPaLVaEhMTqVevXlkuGXhQ7Wb+/PloNBoKCwv59ttv6d+/P0VFRVSvXp3IyEiuXLnC0KFDqVKlCmlpaWzfvh17e3uGDh3K5cuXcXBwoFatWgD06dOHa9euYWZmxubNm7GysirjHQohRNk5f/48bm5uwIPQQmJiIj4+PsCD6iK5ubkA+Pj4cPbsWV5//XX+85//kJWVBTxoD2Rubk7NmjXJy8vj0qVLhtZBSqXykUFRIZ4XlUqFSqUyPAaYNGnSH84v/u9aCCGEEK8eRVkvQAghhBBCCCGEEKWNGTOGyMhIBgwYYLgpVaxhw4ZUrFix1DEuLi7AgxtRxYEHIZ41lUpVolrOH5k6dSru7u5oNBpWrFjByJEjyczMpGvXriX+G7exscHX15cJEybwwQcfPPJcarWa7t2706VLFzw9Pdm6dSvBwcHAg/ZVERERpKen0759e3r06EGrVq0MrbOaNm2Kn58fzZs358SJExw7dowpU6YAD24C/75lHEBBQQF79uzhnXfeYdWqVezatYsDBw7QqFEjYmNjAbh16xaRkZFMnjyZLVu2cPz4cYyNjYmJiSkRMIqIiCAuLo4+ffqwcePGx7zKrw61Wm34WcGD1mWzZ8/+02MGDx5Menr6M16ZEKIsNGzYkKNHjwIP2lq5uLjw/fffo1arOX36NDVr1gQeBJaHDh1a6u/Cw22C9Ho9Dg4OnDlzBoCffvrpOe1CCCGEEEKIPycVc4QQQgghhBBCiBdQ5cqVWbJkCZmZmfj7+2NnZ2d4TaF49PdsEhMTDf++CJVGhPi9v2p5lZ6ejr29/WO1qiooKCA6OpqNGzdy/vz5R87Jzs4mOjqa+Ph4QkNDCQsL48qVKxw6dIjbt2/zzjvvsGvXLqZOnYper2fLli307t271HkeDr1FR0czbNgwMjIyuHbtGvXr16d+/fq88cYbKBQKatasSUpKCqmpqYbjmqQR8xMAACAASURBVDdvzpEjR9BqtUyZMoWkpCTu3LlDz549H/vavars7OxKtSrT6XR/+HtOCPFq8fHxYefOnXh4eGBhYcHMmTPx8fFBp9NRpUoVtmzZ8rfOV6NGDZRKJW3btuWNN97A1NT0Ga1cCCGEEEKIxyfBHCGEEEIIIYQQ4gUUHh7O1q1byc/PJzAwkFWrVtG7d2+WLVv2h8fcuHGDzp07Y25uzqZNm57jaoV4/h4Oy4SFheHu7g48qJhQXEHB2dkZExOTElWknJycsLCwwMLCgtu3bwPQtm1bDh06xM6dOx9Zxebh0FudOnW4e/cuvXv3Jj4+Hr1ez0cffYSRkRERERHUrl0bvV5PnTp1+OGHHwA4ffo0eXl5dO/eHRsbGw4cOMDy5cvJyMh4thfpBZWYmEiXLl0oLCxk3rx5LFiwgLVr19KqVStcXFwoX74848ePx8/PDzs7O/Lz8wH47rvvmDNnDhYWFrz//vt07dq1jHcixMshISEBnU5Hs2bN/vD1+Ph4hg0b9pxX9iBsvHLlyhJj+/fvL/FcrVYDMGPGDMNYcVuggwcPAuDo6EhERIRhnomJCRs3biQ1NfWZrFsIIYQQQoi/Q4I5QgghhBBCCCHEC2jixIlMnDjR8Lxv376Gx8U3oQDDTaiDBw/i5eXF8OHDn9sahfg7VCqV4UbqH3F0dHysajlQMizTuXNnQ/AmKSmJJk2aAPDzzz+j1WpLVJFKSUnh3r173L59GysrKwD8/f2ZOnUqlSpVemSbOFNTU7y8vCgoKGDNmjV07dqVb775BpVKRf369Zk5cybBwcFEREQwbdo0AFq2bMnSpUvp0KEDDg4OWFlZYWVlRUpKCl5eXtSqVcvQoqWs5OXlERsb+8j2Xc/Sw9WO9u3bZxi/fv06QUFB2NvbM2bMGObPn0/Lli1p2rQpAFu2bCEyMhJHR0f0ev1zXbMQLyudTkdCQgIajeYPgzlKpRKlUvmcV/bsBAUFceTIEYyNjYmMjCzr5QghhBBCCCHBHCGEEEIIIYQQQgjx8nk4LLNlyxYCAgLo2rUrVatWNcyxsbHB19eX3Nxc1q1bB0CtWrUYOnQoKSkpLFmyBIAGDRpw+fJlgoODH/leSqWSrl27MmnSJIYMGcKtW7fQarVkZGTg7e1Nz549WbBgAZ07d+bjjz9m+PDhnD17lvT0dDQaDfAgbDd06FDs7OxIS0tjxYoV2NvbP+Or9Ofy8vLYunXrcwnmqNVqYmJi6NixIy4uLmRnZ3PkyBF+/vlnQ6s+GxsbwzVJTU1l6dKl1KxZ0xC0Cg4OJiQkBI1GQ1BQEPXr13/m6xbiRaTT6Rg5ciQXLlygQoUK3L171xDaValUqNVqVCoVrq6uZGZmkpqayo0bN/jhhx/47LPP8Pf3p6ioiCZNmrBkyRLD/58hISE0bdqUpk2bkpiYyJo1a17KwE5oaGhZL0G8xAYPHkxwcDBOTk5lvRQhhBBCvEIkmCOEEEIIIYQQQrwCBg8eXNZLEOK5UiqVhISEGJ7v2bOnxOvp6enY29uXqsBjaWn5yHZVVatWpUuXLn/4frt37yY0NBSVSkVaWhrTpk0rcW5XV1eUSiUxMTGYmJjQs2dPwsLCMDc3JygoCIBbt24RExPDt99+y6ZNm5g0adIT7f1xqNVq5s+fj0ajobCwkM2bN/PVV18RGxuLQqFg1apVLFu2jOjoaFQqFZs2baJ69erPbD0PS0xMxM7ODjc3N2xtbfnll1+ABy1titWpU4dLly6h1WpJSkoCwMHBgRUrVnD48GEWLFjA0qVLn8t6hXjRbN++HRsbG1asWIFOp8PDw+OR83r27Enr1q2JiIhAo9EwfPhw7t+/T3R0NCYmJgQEBHDhwoUSx2RnZ3Ps2DHi4+Nf2mCOEEIIIYQQLxoJ5gghhBBCCCGEEEKIfzVvb286dOhAuXLlSr1W3IIrMzOTkJAQVq5cyfjx4//0fIcPHyYmJobbt29z9uxZtFotFy9epG7duri4uGBjY4Ner8fa2po1a9aQn5/PJ598Qrt27ejWrRvR0dEAeHp6EhUVhamp6RPt6+GWUYsXLyYjIwO1Wk1ycjJz5sxh6tSpXL58+bHbh/1TiYmJ7Nu3j9TUVNzc3Lh48SK7d+9m/vz5jB49mrS0NNLS0vDz88PS0pLjx4/zzjvvYGtrC8CMGTM4evQo+fn5zJ8//7msWYgX0fnz53FzcwNKBtp+3+KtefPmpY69ceMGo0ePJi8vj/T0dDIzM0u87uTkhLm5OTVr1iQvL+8ZrF6IZ2/KlCkMGjSIzMxMAgMDOX36NIMGDaJu3brExsZSUFBAWFgYLi4uDBo0iPT0dBQKBfv37wdg0aJFxMfH06lTJz766KMy3o0QQgghXgWKv54ihBBCCCGEEEII8exkZ2cze/bsUuMqleqpnF+tVhtaFLVp0+apnFOULZVKVaJazqM4Ojo+MnBS3O7lYd9//z1Tpkz50/NVrlyZJUuWEBoaSmBgIFqtttQcU1NTtFotu3fvRqlUEhYWxqFDh+jYsSMbNmygfPnyXL16lcmTJ9OmTRv69u2LWq1m//79zJs3DzMzMxwcHEhJSeHcuXM4OTk9cSgHwMXFBXhQXWj16tWG9jajR4/mzp07T3zeJ1VQUMDx48dZvHgxPj4+dOrUiebNm2NtbU1QUBAZGRl89tlnzJ8/nz179mBvb8+KFSvYv38/jo6OhIaGEhcXR3x8/FP7/SDEy6hhw4YcPXoUeNDWSq/XU1hYaKguVaw4tFP8uwlg/fr1+Pr6olarcXd3LxXmMTIyMjz+/WtCvCzc3Nw4dOgQhw8fpkaNGty9e5dr164xZcoU4uLiWLduHfPmzaOoqIirV68SFxdnqCgHDz5nHDx4kN27d5fxToQQQgjxqpCKOUIIIYQQQgghhChTdnZ2hlY/QryowsPD2bp1K/n5+QQGBrJq1Sp69+7NsmXLDHO8vb3x9fWlV69e2Nvb07ZtW2rWrFmiokXDhg0pX748AFFRUXzxxRfo9XpycnIA8Pf3Z8OGDWi1WipXrkxERMQTt6pLTEw0/Dto0CCuX7/OokWLACgqKiInJ+eRAaNn5eGg0PLly7GzswPAxsYGe3t7AFJTU3FxccHExIQmTZo8t7UJ8TLx8fFh586deHh4YGFhweDBg2nTpg1eXl6PnN+qVSsGDx7Mzz//zNChQxk4cCDbtm17zqsW4vlxd3dnypQp6HQ6/P392b59O7a2tnzzzTesW7cOhUKBkZERpqamDBo0iICAABwcHJg1axYAjRs3BjD8vRZCCCGE+KckmCOEEEIIIYQQQojnSq1WExERQXJyMhUrViQgIIDY2FjWrl3LsmXLWLVqVYlqGMeOHSMwMJCioiKGDx/O22+/zYgRI9i4cSM2NjbMnDmTt956i3nz5hEcHIy/vz9FRUU0adKEJUuWPHINEyZMwM3NjX79+j2nXYuX3cSJE5k4caLhed++fQ2Pi6vwFM/57bffGDFiBJmZmfj7+2NnZ2eo4NOmTRtDeyxXV1fi4uIoLCzE3d0dgHbt2jF37ly0Wi39+/f/R2s2NTXFy8uLgoICtmzZQlhYGCqVCiMjI/z8/Bg2bBg3b940BIyqVKnyj97vrzwcFOrQoQO//PILULIVT506dUhMTMTV1bVU9Q8hxAMKhYKVK1eWGBsxYkSJ52q12vC4Xr16/Pjjj4bnj/p/q/jvbvHvM0dHRyIiIp7OgoV4zmxsbMjKysLe3h53d3d8fX0ZPXo0S5Ys4fTp01y8eJERI0ag1Wrx8/Nj4MCBjBw5khMnTgAlK0cJIYQQQjwNEswRQgghhBBCCCHEc5eSkkJoaCgqlYq0tDRiY2PRaDSsXLmSQ4cOcfz4cUObjunTp7Njxw4sLS3p1KkT/v7+3L59m8LCQszMzDh16hSWlpa4ublRrVo1oqOjMTExISAggAsXLpR673fffZfWrVtLKEc8M49TXQegW7dueHh44OrqirW1NQAajYaLFy+i0WiIjo7mrbfeYsKECSQkJGBlZcW6deuoVKkSQ4YM4cqVK9SuXZvatWszYcIEevXqhZGREc7OzvTq1QulUlmi5VdQUFCp6lRRUVHP/oL8fw8HhebPn28I5jzs/fffp3///tja2mJra/vc1iaEEM+KSqVCrVYzePBggoODcXJyKusl/SvUqFEDZ2dnHB0dyc3Nxc3NjZMnT+Lh4YGHhwcAd+/excfHB61Wi5WVFc7OzmW8aiGEEEK8qoxepD6xLVq00J88ebKslyGEEEIIIYQQQohnSK1WM3v2bM6dO8f9+/f55ptveP/996lYsSIpKSkcP36cwsJCWrVqRYcOHdi+fTstWrTAzMyMM2fOULt2bbKyspg+fToRERHcvn2bW7du0bdvXwIDAxk9ejR5eXmkp6ezZs0a9Ho9MTExhISEYGNjQ5MmTYiOjpZvQ4sXUmRkJIsWLWLBggUsX76c+vXrc/bsWVauXMnatWvJyMhApVKxevVqwsLCCA0N5bfffuPevXtcuHCBbdu2odfriYuLM/x3L4QQouy8qsGcVatWMXTo0LJehhBCCCFEmTEyMorX6/UtHmeu4q+nCCGEEEIIIYQQQjxdWq2Wy5cv89FHHzFmzBh+/fVXDhw4gJ2dHbNnz+bMmTMUFRURGRnJG2+8Qc+ePVm4cCGenp6cPHmSuXPnsnTpUmxsbLC3t6dRo0YcOXKE9evX4+vri1qtxt3dnd9/IalBgwb4+fkxZcqUMtq5EH8uPDwcIyMj3nzzTZo3b45Wq6VZs2YAtGjRgpSUFNLS0mjSpAkASqUSgIYNG6LX6+nfvz9r165FpVJJKEcI8Y/l5eWxdevWP50zfvz457Sa50+n0zF8+HDatWtHly5dmDNnDu3ataNly5acPn0aeBC8mTp1Km+++aahxdiuXbto3rw577zzDhqNpsQ5f/vtN/z8/PD09KRv374UFRXx3Xff4erqiqenJ7t3737u+/wzOp3ukeOrVq16zisRQgghhHh5STBHCCGEEEIIIYQQZcLDw4OvvvqKGzducO3aNTp27EhBQQFbt25l7969VKxYEYVCwahRowgLCyMgIICzZ88C0KZNGy5duoS1tTUeHh5UrlyZ8uXL4+npyfz58/H19eXevXuPfN9hw4ZRtWpVQkNDn+d2hXgsI0eOpEuXLgCcPn0ahUJBfHw8ACdPnqRevXrUqVOHpKQk7t+/z+TJk1m7di379u2jZ8+eVKtWjdGjR9OtWzdu374NwJAhQ+jYsSNDhw5lxowZJd5PbqwKIf7M4wRzFi1aVOL5HwU5Xkbbt2/HxsaGuLg4vv/+e959913i4uJYt24d8+bNM8zr06cPBw8eZM2aNQDMmTOHuLg4goODyc7OLnHOFStW4OPjQ2xsLCqVis2bN7NlyxYiIyOJjY01/A14Er8PEsXExNCqVStatWpFTEwM8Ogg0aFDh3B3d6d9+/Zs3LgRtVqNj48P3bt3Jyoqil27duHh4YGbmxt79+5lx44dJCUloVKpiI6O5tixY6hUKtzd3Vm9evUTr18IIYQQ4lVlUtYLEEIIIYQQQgghxL+PqakpsbGxREZGkpyczPXr1w039oqKisjIyDAEaxo1asTAgQPx9fU13ASrU6cON2/eZMiQIfTr14/g4GBUKhUuLi4kJSWVej+VSgXAwYMHAZg6depz2KUQf5+vry+9e/fmrbfeonLlytjY2HDp0iXatm2LpaUl69evx9ramrCwMJo3b46pqSn9+/fn6NGjzJw5k/z8fEaNGoVSqSQsLAyVSoWZmRkxMTHMmTOHwsLCEu8nrUiEEL93+PBhJk2aRMWKFTl79ixarRaVSsWmTZvw9vbmzp071K5dm82bN2NlZUWbNm04ePAgKpUKV1dXMjMzCQ8PZ9CgQeTm5lK3bl1Wr17Nu+++S0JCAjqdjnXr1mFnZ0evXr24d+8e1atXJzIykmPHjhEYGEhRURHDhw9nyJAhZXotzp8/j5ubGwAKhYJvvvmGdevWoVAoSrTEbNy4MaampigUCsNcCwsLLCwsqF69eolzJicnEx8fT3h4OAUFBfj5+REcHExISAgajYagoCDq16//ROstDhKtWLECnU6Hh4cH+/btA8DLy4uOHTsCD4JEM2bMoFOnTgwbNowPP/yQ7du3U61aNXQ6HQcOHOD+/fvs3bsXnU6Hp6cnsbGx6HQ6lEolP//8M87OzqjVagDeeustduzYgaWlJZ06dcLf359y5co90R6EEEIIIV5FEswRQgghhBBCCCHEc2dqaoqXlxcFBQVs2bLFECAwMjLCz8+Pzp07lzpGqVTi4OCAu7s7ZmZmf/kNfiFeRmZmZuzcubPE2ODBg0vNW758OfPmzePcuXPUrVuXatWq4e7ujqWlJWPHjuXs2bPExcVx7949Dh8+TPfu3Tl9+jQmJibs37+fdevWkZCQYKh4EBQURKdOnZ7TLoUQL7Ldu3cTGhqKSqUiLS2NadOmsXbtWtRqNdWqVWPMmDFoNBo2btzIiBEjShzr4OBAuXLlWLZsGQkJCaSkpKDT6dDpdMyZM4cKFSoQExNDeHg4Q4YMoVq1auzatcvQenL69OkvVMCjYcOGHD16lG7duqHT6ViyZAmnT5/m4sWLJfb+cEgHHlSuuXfvHrdu3SI3N7fUOTt06MDbb78NPAgkazQaVqxYweHDh1mwYAFLly59ovX+PkhkZGSElZUVAMbGxoZ5vw8SAVSrVs1wHGBoo3j9+nWSk5MNoZ5Lly6h1WpLvG9iYiI+Pj6G+bm5udSsWfOJ9iCEEEII8SqSYI4QQgghhBBCCCGeK5VKZahgUywoKIigoKASY2vXri01f/bs2SXmREREGB4Xf2tbiH+DYcOGcfz4cfR6PUuXLmXixInUrVu3VNsrKysr8vLymDx5Mi1btkSj0dCmTRvCw8OZPXt2iYoHQggBMGbMGEJCQli5ciXjx49Hp9PRo0cPMjMzuXjxIhcvXuTmzZtUqFCB7du3G0IaKSkpLF26lMLCQjw8PDA3N6d9+/ZUrVoVDw8PwsPDqVKlCgkJCbi6ujJs2DDOnz9Pr169+Omnn7Czs+PUqVP4+Phw/vx5KlasSG5uLps2baJWrVqGIMvjUqvVxMTEEBIS8sTXwsfHh507d+Lh4YGFhQWurq54eHjg4eHxp8cFBgbi4eFBs2bNsLOzK/HayJEjGTFiBEuWLEGv1zNnzhy2bt3K0aNHyc/PZ/78+X97nTqdjpEjR3LkyBEKCgqoXr06H3zwAYmJiSxZsoSAgAB++ukngoKCiI+PZ+XKlRw8eJCTJ08SFRWFkZER+/bt45NPPuH+/fu0bdsWU1NTVCoVrVq14rfffsPf35+mTZvSqVMnOnbsWCJw5OLiwubNm6lYsSJFRUWYmpr+7T28KNLT0wkODmbt2rWGalBCCCGEEP+UBHOEEEIIIYQQQgghhHjJrFmzhsLCQnr37k2PHj3+sO1VQkIC1tbWTJo0CXt7e+7evcvevXtp1KhRWW9BCPGCqly5MkuWLCEzMxN/f3/u379P165dqVatGu+99x7GxsYUFhYSEBBAVFQUqamp9O7dG61WyxdffMGXX35JTk4Oly5dQqPRUK1aNfz9/Zk8eTINGjTAycmJ06dPs23bNm7duoWRkRGFhYVs2bKFunXrMn78eGxtbZkxYwZHjx5lz549bN++vUyuhUKhYOXKlX865+FwY/FjHx8fQwWZYg+HiYvDx8Vatmz5j9ZZ3MIqKSmJ4cOH4+XlxZtvvklkZCR9+/YlIiICBwcHevfuzY8//sj//vc/kpOTSU1NZfHixcyZMwdvb2+aNGnChAkT+OyzzwzVC/v27Uvr1q0ZNGgQLi4uWFhYsH//fgIDA/H19eW9995j5syZ+Pj4oNPpqFKlClu2bPlH+xFCCCGEeNUo/nqKEEIIIYQQQgghhBDiRVPc9mrPnj1YWFiwevVqUlNT6dq1K/fu3eOtt97iwoULNGvWDK1WS0pKCl27dmXWrFmGtjG/b78ihBDh4eF4eHjQrVs3Ro0aRW5uLnv27MHa2hq9Xo9Go8Ha2pqsrCwiIyOxtrYmOzsbMzMzAGrUqEGVKlUwMTHh5s2bHDlyhAoVKlCuXDkuXLhAYWEhpqamHDt2jIoVK1JYWMiNGzfo1q0b5ubmjB07lmnTpnHgwAEaN25MjRo1MDc3f+L99OnTh3bt2tG5c2fu3LkDPGiPOXjwYJydnfnuu+/w9vamefPmXL16FYCmTZvi5+dH8+bNOXHixD+/qM9YcQsrhULBqlWrMDMz4/79+8ydO5datWrx3XffUaVKFRo3bsyBAwdo1KgRtra2HD58mFu3buHu7o65uTkKhYKwsDAKCwsZN24c8KDtVY8ePVAqlfzwww/Ur18fgPnz57Nt2zbatm2Lq6sr+/fv54cffijzUM7hw4dp2bIlnp6erFq1Ck9PT/r06YOLiwtbt26lc+fOtGnThnv37gHw8ccfo1Kp8PT0JD09vUzXLoQQQohXl1TMEUIIIYQQQgghhBDiJVZcKWHFihXodDoKCgqYOnUqKSkpjBo1ipycHIyMjLC0tOTMmTOUK1fOcKyrq6uh4kHbtm3LcBdCiBfFxIkTmThxoqE9krGxMTk5OYbQSkFBAZUqVaJLly60bt0aY2Nj4uPjqV+/PiEhIZw5c4a+fftSVFSEt7c3N2/epFGjRtSqVYvU1FScnZ25c+cOu3fvxtTUFFNTUypUqEDVqlXJy8vj2rVrrF69Gh8fH4KDgxk2bNg/2k9ERAQVKlRgxYoVbNy4kREjRpCVlcXRo0c5deoU48aN4+TJk2zYsIHIyEgmT57MlStXOHToELdv3+add95h165dT+PSPjMNGzbk6NGjdOvWDZ1O94etpYrDmA+HMouDmn91TDFTU1O0Wi0mJi/m7aXdu3cTGhqKSqUiLS2NRYsWERMTw4YNG1izZo2hZVdUVBT169cnIyMDtVpNcnIyc+bMYerUqWW9BSGEEEK8gqRijhBCCCGEEEIIIYQQL7HiSgnwoO3KN998g4eHB8OHD0er1fLTTz/h4uJCZmYmarWazz//3NBS5eGKB0II8bDi0F9CQgINGjTgo48+olatWkydOpXLly8zY8YM9Ho9kZGR9OrVCxMTExITE7G0tOTjjz82nCclJQUrKyuCgoLQaDTk5uaSmZlJzZo1+eyzz6hevToajYZTp05RqVIlunfvzpQpUxg7dixqtZqOHTs+8R60Wi1TpkzBw8ODr776iszMTACcnJwwNzfntddeo1GjRigUCl577TVu3bpleN3CwoKaNWty+/btf3YhnwMfHx+ysrIMlY6KW0u1b9+efv36PdY5HvcYb29vfH19y7wyzh8ZM2YMkZGR/D/27j2u5/v///jtncrMqZZTwpxtJkIOJfWuUELaZjOEhrWxMeZjbDXMx2Enm83mwzYt38UwLGfR8tbKYSunbDkkbUTkEGMr6f3+/eHX+6Oxfcwis/v1H6+er+fr+Xo8X72ri96PHo+BAweSm5tL8+bNrZ/fFi1aAFg/1+np6ZhMJoxGI8OHD7dWVBIREREpbXdnSrOIiIiIiIiIiIjclN9WSpgzZw67du3i8OHDPPPMM8DdX+FARO4+xUl/5cuXZ82aNbi6utK7d2+GDx/Oe++9x/Dhw3nttdf48MMPsbGxoVu3bhQWFlKhQgUcHBywsbEhJiaGdu3akZGRwcCBA5k8eTKOjo4UFhbywQcfMGjQIPLy8ujYsSMAH3zwAYWFhRiNRl577TX69u37l75v7d69m5o1a5KYmMgnn3xCdnY2ULIKzI2qx2RkZHDp0iXOnz9PlSpVbvn+d4qNjQ3z588vMfb111+X+NhkMlmPk5KSrjsubkf1e9cUHxdXVLpbOTo6MmfOHI4fP87QoUNxcnKynvvt57pZs2Z069aN2bNnA1BYWGh9jYiIiIiUJlXMERERERERERER+Rv7baWE9u3b4+3tzWeffWadc7dXOBCRu09x0h+A2WymSpUqvPzyy1y4cIFq1aoxZswY3N3dWbFiBbGxsTz00EM8/PDDTJ06FYCWLVsCYG9vz7Fjx8jOzsbGxobly5fj4OCAo6MjO3fupHbt2qxevZpatWphY2ODwWCgc+fOPPvss4waNeov7eGRRx4hIyODwMBAvv3225u+rm7dugwZMoRevXoxceLEvxSD3Fnz5s2z/jw0Go1/OLdVq1bUqlULo9GIr69viZ+bIiIiIqXJUJwBfjdwd3e3pKSklHUYIiIiIiIiIiIiIiL/aGazmWeeeYZDhw5RqVIlXnzxRSZNmoTFYmHKlCkEBARgNBqJj4/H1taW6Ohorly5wrBhwwDw8vIiKSmJVatW8frrr9OmTRvS09NJSkpi165dPP/88xQVFTFixAgGDx5MWFgYAQEBfPDBByxYsICmTZuW2d6LYxcRERER+T0GgyHVYrG439RcJeaIiIiIiIiIiIiIiIhcpcQcEREREflf/kxijlpZiYiIiIiIiIiIiIiI/H9KyhERERGR0qTEHBERERERERERERERuSeYTCYiIyP/cE5WVhahoaHA1eo4IiIiIiK3kxJzRERERERERERERET+oXJycpg2bRrw3ySVsLAwMjIySu0esbGxnD17FriaOJOZmVlqa/9T3SihyGg0cuXKlTKIRkRERET+iBJzRERERERERERERET+oWrVqkVERMRtvcedTszZs2cP3bt3x8/PjxUrVlgr6ERHRxMdHV1i7pUrVwgPD8fd3Z01a9bc1rhKi9lsLusQRERERORPUGKOiIiIiIiIiIj8Y61bt47WrVszf/58Ro4c+bvzblQ9YvLkyZhMptscoYhI6du6dSsdOnTAz8+PqKgoa1una82ePRsvLy9ef/114GqyS6dOnejYsSMxMTFAyQotRqMRgIyMDLp164aPjw9Tp07lp59+1nFA9QAAIABJREFUYsOGDQwYMIA333yT6Ohoxo4dy9ixY/n111/p168ffn5+9O3bl8LCwlLZX35+PuvXr+fZZ5/l4MGDfzg3NzeXyMhItmzZwowZM0rl/jfDZDIREhJC79698fLyYuHChfj7+9OjRw+ys7Px9fXFy8uLESNGWOcHBwfTq1cv4uLi/jChKDc3l+DgYHx9fa3Xi4iIiEjZUWKOiIiIiIiIiIj8I5nNZmJjY/niiy8YOnQos2fPLuuQRETuiHXr1vHmm2+SkJCAr6/vDecYjUaSkpJYt24dAK+99hoLFy7km2++Yfbs2b+bRBMREcH8+fPZsmUL33//PTY2NgQGBrJw4ULGjx9PWFgYM2fOZObMmXz66acEBweTkJCA0Whk2bJlpbK/1q1bA+Dm5kZcXJx13GKxXDfXycmJevXqUbFiRcqVK1cq979ZFouFlStXEhQUxLfffsvXX3+Ni4sL2dnZbNq0iaSkJC5cuMChQ4fIycnhxIkTfPLJJ+zcuZPc3Fx27dp1w4SiN954g1deeYXNmzdTuXJltm3bdkf3JSIiIiIl2ZZ1ACIiIiIiIiIiIqWhoKCAJ554gsuXL+Pg4IC/vz+LFy+msLCQ6tWrs3TpUo4ePcrTTz+Nk5MTLVu2ZNWqVezZs4eZM2cyYcIEkpKSyMjIYMSIERQUFNC1a1drCxSAs2fP8vjjj1OhQgXs7e2tFSJERP5ORowYwdSpU/+wWliLFi0AqFChAgDnzp2jfv36ADRo0IBTp05hMBis84uTXg4cOMDAgQMByMvLIzs7+3fjSE9PJzU1lXnz5pGfn0+/fv3+8t7ganWf4n+7detmrXiWlpZGy5YtS8w9e/Ysx44d44EHHqCoqKhU7n+zip9x7dq1qV69uvX40KFDTJ8+nby8PLKysjh+/Dg5OTnY29tbW4+tXLkSe3v7GyYUpaenM2HCBAwGAxcvXqR9+/Z3dF8iIiIiUpISc0RERERERERE5J4QGxuLp6cnEyZMYPjw4dja2rJmzRp27NhBZGQkCQkJNGnShFOnThEfH0+5cuXIzMwkMjKSxo0bW9cprvZQt25d+vXrx7Fjx6znPv30U4YNG8aAAQNo0aIFGzZsuKuSc0wmE7NmzcJisXDmzBmGDx9OVFQU9913H7GxsQwaNIjs7GxcXFz4/PPPiYmJ4cqVKwwbNozJkydjNBqxt7dnzJgxVKxYkdDQUIYMGcKUKVNISEjAxsaGqKgo65vzIvL35OjoyJw5czh+/DhDhw7FycnpujnXJt0AODg4kJWVhYuLC5mZmdSoUYOqVaty4sQJKlSoQE5ODgDNmjVj1qxZODs7U1RUhMFg4NNPP7UmvdjZ2VmPmzVrhr+/P48//jhAqbWysrOzIzAwkPz8fJYvX05oaChBQUE33Ge1atWYPHkyu3fvZuLEiaVy/5t17TO+9vjYsWOEhIQQFhbGgAEDsFgsrF69mn379uHv74+zszNnz57lgQce4JdffuHixYt069aN3bt3M336dJo1a8b58+c5cOAAlStXpl27dnd0XyIiIiJSkhJzRERERERERETknnDkyBFrJQQ3NzcuXbrE0KFD+f777zl27BjHjx+nSZMmtGrV6g/blfxRtYfMzEx69uwJwIMPPngbd3PrilujTJ8+3doaJTw8nHfffZfmzZvzxRdfMHXqVJYvX37D64tb3BiNRiwWC2lpaWRnZ2MymUhPT2fGjBnMmzfvDu9KRErTvHnzWLFiBRcvXqRv376kpaX9z2umTJlC//79KSoq4vnnn8fOzo7w8HB69eqFl5eXteLLtGnTGDJkCAUFBdjZ2bF8+XICAgIYMWIETzzxBEajkVdffZUdO3Ywbtw4nnnmGebMmYPFYmHGjBl06NDhL+3NaDRelzC5fv366+bFxMQAsH379r90v9vBxsaGmTNnEhsbax3r1asXBQUFzJ8/n8jISKpVq0ZWVhbe3t7cf//9zJ8/n4EDB/LDDz/wyiuv4O/vj6urK+XKlePKlStluBsRERERMdyop2pZcXd3t6SkpJR1GCIiIiIiIiIi8je0ZMkSsrKyGD9+PM8//zwNGzbk559/xmg0Eh4ezv3334+trS2NGjXCxsaG7Oxsjh49yvr169m+fTtTp04lIyODRx55hClTpuDk5MS7776L2Wzm22+/ZdOmTaxZs4avvvqKatWqsWfPHgYPHswbb7xR1lu3MplMbNq0iWnTphEdHU1hYSHPPPMMkydPxs7ODjc3N3r06MGGDRtITU2lTp06FBYWMmzYMCZNmoSvry9NmzZl6tSp/Pzzz4wcOZKsrCxee+01nJ2dAXB2duaLL74o452KiPyzmEwm4uPjGTZsGJGRkcTExODl5UVSUhJubm44ODgAVxNK582bx+nTp1m8eDFOTk5MmzaNihUrlvEORERERO4tBoMh1WKxuN/MXFXMERERERERERGRe0JISAhPPPEEAQEBVKpUifbt27Nw4ULi4uL45ZdfePXVV9m3bx9bt26le/fufPHFF7Ru3Zq4uDiqVq1qXcff358333yTwsJCsrOzyczMxNvbm23btlGrVi3OnDlD9erVKV++fBnu9vf9XmuUJk2akJqaSo8ePUhJSaFx48bcd9991koZaWlp+Pr6Xtfi5o033qBbt27Mnj0bKL1WMyIicvOubQH2WzdqH1ZQUECPHj2YPn06a9asoW/fvnc4YhEREREppsQcERERERERERG5J5QvX54VK1Zga2vL8OHDadq0KTt37rRWkQkLCyM6OprKlSvTpk0bAGbMmEFqaioODg5MmDABAEdHR9566y0ANm3aRKVKlRg1ahQGg4ETJ07w0UcfERQUxLx58+7a5JwbcXR05Pvvv8fb2xtnZ2fGjx9Pfn4+b7/9Nt999x22tld/VXhti5vx48fTqlUratWqhdFoxGAw0K9fP8LDw8t4NyIi/ywtWrTglVdeITMzEzs7uxLnbtQ+7PHHH+eXX34B4MsvvyyLkEVERETk/1NijoiIiIiIiIiI3DN69OjBxYsXady4MR4eHtbxayvHVKhQ4aYqx/z2OovFQoMGDdizZw9BQUHs2rWLjh073qGd3Ryj0YjRaAQgLCzMOj558mQAunbtWmK+nZ0dycnJ160xevToEmMRERFERESUerwiInJzqlatSmJiYomxpKQkABo3bsz69etLnIuLi7tjsYmIiIjIH1NijoiIiIiIiIiI3DNu5o1IR0dH4uPj/2flmBsJCQmhT58+BAQE4OjoWJqh/yPl5OQwf/58Jf2IiIiIiIjIPctgsVjKOgYrd3d3S0pKSlmHISIiIiIiIiIiIiIiIiIiIiJyQwaDIdVisbjfzFyb2x2MiIiIiIiIiIiICIDJZKJXr150794dPz8/du7cSWhoKABz586lY8eOjB8/3tqOa/Dgwfj4+ODr64vZbC7DyEVE/j5MJhORkZG3fP3IkSNLMRoRERERUWKOiIiIiIiIiIjIXSg6Opro6OibmpuVlWVNcCnNdcPCwsjIyLipuTfj7NmzpKens379ep599lk2btwIwJUrV4iOjiY5OZnHHnsMgMLCQo4dO8aWLVtISEjAxka/yhQRuRNmz55d1iGIiIiI3FP0v1kREREREREREZE/wWg0cuXKFY4dO4a7u7sqC/wJDzzwgDXxxs3Njfj4eABOnz5NvXr1KFeuHG5ubgDY2dkxePBgQkNDiYyMVMUcEZHfcfz4cXx9ffHy8mLEiBHW8WuTNk0mE5MnTwaufv8NCwvD1dWVr776ih49etC2bVuOHTsGgJeXF3D1590rr7xCu3btmD9/folzxeeL/42IiMDd3Z1PPvmE0NBQWrVqRVxc3O3euoiIiMjfghJzREREREREREREbkFiYiLDhg0r1coCly9fpnfv3gQGBlrf0Bw1ahTe3t707NmT8+fPk5WVhZ+fH3369CnxRipcrTLTv39/tmzZwq+//kq/fv2sc3v16kWNGjVYvXo1AO3btyc1NbVEBZ3IyEg6deqEn58feXl51nU3b97MgAEDKCws/FP7+W3rqoMHDxITEwPAO++8w4EDB9i1axd9+/bl6NGjmM1m9u7dC0BRURH9+vUjJiaG3Nxcvvvuu1t+riIi97Jq1aqxadMmkpKSuHDhAocOHfrD+SdOnGDu3LnMmzePf//736xevZqxY8eydOnS6+Y++eSTJCUlsWDBgj9cs0+fPiQnJzNhwgRmzpzJ+vXr+eijj/7SvkRERETuFUrMEREREREREZG/nXXr1tG6dWvrX2+L/FXjxo1j3759bNy4kdatWwMwePBgli5dSseOHenYsaO1ugtAfn4+U6ZM4b333uPDDz8stThiY2Np3749GzZsoHLlyuTm5nLp0iUSExN56qmnmDt3LgDnzp1j6dKlvPTSSyxfvhy4mpQTFhZGeHg4Pj4+fPrppwQHB5OQkICDgwP3338/7777Lrm5uUybNo2TJ0/Stm1b673d3d3JyMggOTmZr7/+mqpVq5KWlkZsbCxvvfUWL774InZ2dn96T/n5+dbWVSkpKRgMBgICAliyZAnLly+nbt26GAwGBg8ejKenJ4sWLcLOzo6ff/4Zf39/OnXqxNGjR3F1dS2dhywico85c+YMffr0wWg0kpSUxPHjxwEwGAzWORaLxXrcuHFj7rvvPmrXrs3DDz+MjY0NtWvX5ty5c9et3aJFC8qXL39dO8Fr17t23kMPPUTNmjV/dz0RERGRfyIl5oiIiIiIiIjI30ZxS4bY2Fi++OILhg4dWtYhyT3C09OT5ORktm7dirOzMz///DMnT57kgw8+YOPGjWzcuJGJEyda5993331MmDCBcePG8cILL1y3nslkIjIy8k+3ucrMzLQmBrVt25aioiLatGkD/DdxBqB58+bY2Njg4uJirWyTmJiInZ2dtbVIeno6s2bNwsfHh40bN+Lg4EBISAjnz5/nwoUL1KtXD/jvm6u//PILHh4ewNU3cw0GA66urnzwwQcYjUZrJZs/q3g/bm5upKam4ujoyIIFCwgMDKR9+/asXLkSgGHDhrF9+3aeeuopGjZsiIODA4mJiSQnJ7N+/Xruv//+W7q/iMi9btGiRYSEhGAymejUqRM+Pj4AVK1alZycHADS0tKs869N2Pm95J0bnS+eU1BQUGK9a+f9r/VERERE/omUmCMiIiIiIiIidxWz2cywYcPw8fGhe/fuzJgxAx8fHzp06MD333/PqVOnWLVqFYMHDyYpKYk1a9bg7e2Np6cnGzZsKOvw5W+qU6dObN26lcOHDzNgwABWrlxJzZo1MRgMVKlShSpVqlCuXLk/ve6fbXPVoEED9uzZA8CuXbuwsbEhNTUVgJSUFBo1agTc+I1Pf39/6tWrx6hRoxg4cCCJiYkUFRWRk5NDpUqViIuL4+zZs/z666/8/PPPHDt2DHd3d2tizP3338+8efPo2LEjH3/8MRaLhaSkJKZNm8aMGTN44403GDBgwJ9+BsX72bNnjzXJ6NVXX2XDhg0EBgby6aefsnPnTho1akTLli0ZOXIkR48eBa5+XmJjY8nMzGTEiBF/+t5/F8WJXCIit8LPz4+ZM2cSEhLCpUuXrOMODg7Uq1ePLl268MMPP5TKvcLCwvDy8uLLL78slfVERERE/glsyzoAERERERERERG4+sb0zJkzyc7O5uzZs7z77rukpqby4osv4uzszMmTJ/n4448pLCzE3t6egoICnJ2diYyMJCEhAbPZTPfu3QkMDCzrrcjfUI0aNThx4gR16tShU6dOhISEMHz4cDIyMrhw4QIARUVFf3pdLy8vkpKSiI+PtyZeTJ06lS5dumA0GvHw8CA+Pp7nnnuOoUOHEhISQp8+fQgICMDR0ZEaNWrw448/0rlzZypXrsyiRYusFXJuZMqUKfTu3ZszZ87g7OxMzZo1OXbsGACnT5/GaDRSp04dMjMzefDBB7G3t2fr1q2EhIRQqVIlmjdvTkZGBuPGjSMkJASA2rVrM27cOL744gvmzZv3p5+BnZ0dgYGB5OfnM3PmTA4ePEitWrV46623iI6OZtq0abRt25aVK1cSGBjI1q1bCQwMpKCgACcnJ7Zu3crFixfx9PT80/e+2xiNRuLj47G1/e+vZbOysti5c2cZRiUif3etW7e+roJNcfW0qKio6+YnJSUBUL9+fWJiYqzzi68pPm8ymazXFB8/88wzPPPMMyXWu3Ze8bW/PRYRERH5J1NijoiIiIiIiIjcNfLz8+nbty9nz57l4MGDGAwGPv/8c959910MBgMODg6cP38eo9FIcHAwU6ZMIT09nS5dugBw6tQpLBbLdW0XRG6Gs7Mzrq6u1K9fn9zcXDw9Palfvz7dunXDYrEwZcqUW1578uTJbNy4EYDAwEDra/bJJ59k8uTJdO3alaFDh1K+fHlWr15d4tqwsLASHzs4ONzwjdTisTFjxvDKK6+QmZlJUVERNWvWZNu2bdSuXRtHR0fatm1LRkYGBoOBtLQ0zpw5g6+vL3PnzuXHH3+kdu3a7N+/nx9//JGqVauSmZmJi4sLPj4+zJs3j7Fjx/6pvbu5uTF16lTrx0FBQTzyyCMEBgby3HPP4ebmRtOmTalSpQqFhYWEhobSsGFDvvzyS4KCgti+fTtbt25l3Lhxf+q+t1Nxgk1OTg4hISF4eHhYqyOZzWbCw8M5dOgQ999/P2PHjrUmZf36668AJCcn8/LLL2Nvb0/nzp05cuQIDz74IBcuXCA0NJQ33niD5s2bl9n+REREREREpPQoMUdERERERERE7hqtW7emWbNmxMXF8e233+Lp6cmcOXN4+eWXOX36NF999RWurq7Y2Njw8MMPM3fuXFxdXYmLi6NcuXIUFhYqKUdu2YIFC6zH2dnZALi6uhIQEFBiXnFlgN8mzPyR4pZYQImWWC1atMDOzg4bm9LtOH/58mX69etH/fr1mT59OoMGDcLHx4dRo0axdu1aypUrx/Hjx/H09CQtLY3Y2FgAjh8/Tnx8PI888giJiYk0bNiQtWvX8sQTT/Ddd9/xyiuv/OXYmjVrxvbt2zl06BCxsbEcPnyYqKgoLly4YK1K5OnpyTvvvMPnn3/Orl272L9/Pw0aNPjL975Zv02u8fb2ZsOGDeTn5zN37lzgauswR0dHcnNzadmyJaGhoaSlpWFjY8OZM2dwcXHhp59+IjAwkDp16vD555/Ts2dPkpOT6dWrF66urjz33HPExsaSkJCAvb09mzdvpkWLFjRv3pzo6GjgatWlQYMGUb58ebp27cqrr756x56DiIiIiIiI/HWl+z9+EREREREREZG/YM+ePQQHB7N//36ysrL4v//7P9q3b8/EiRP55ptvANi3bx9ms5n9+/fTqFEjXnrpJfz9/fH19WX06NFlvAP5pzGZTNZqKH/EbDZz4cKFEsknwG1LJGvSpAkAnTp14vz588TExLB27VqcnJx49dVXqVatGsePH2fVqlVkZGTwySefcODAAa5cuUKjRo24ePEiH374IQDnz58nISGBXbt2ERQU9KcSkoxGY4lqOQDBwcGcOHGCr776iooVKzJlyhS8vb2pU6cORqOR48ePs3DhQvbt24eDgwPu7u7k5ORgNBrx8/MjKysLuNq2y2g04u3tzdy5c8nKysLX15fevXvTsWNHjhw5ckvPzmw2061bNzZu3Mj999+Pl5cXa9euJT8/n1dffZV33nnHOm/37t3Y29szevRoZs6cyahRozh69Chz5syhcuXKbNu2DQ8PD1xcXPjoo48AiIiIoHnz5iQnJ/PEE0/w7LPP0q1bN4qKimjcuDHVq1cvEY/JZCI8PJzNmzeXSmKUiIiIiIiI3FlKzBERERERERGRu4adnR1BQUFYLBZSUlJo0aIF2dnZ+Pn50adPHxYvXkyNGjU4d+4cb7/9Ni+//DJBQUGYTCY2b95sfeNb5G4zceJEunXrRteuXZk0aVKJc2azudTvd+7cOaZOnUpaWhr/+te/8Pf3Z9asWbRv3x6Ar776Cn9/f/r27cvLL79M+fLl2bVrF23atOHhhx9m0aJF+Pr6Uq1aNYKCgli3bh2zZ88mIiLiL8dmY2PD/PnzSUxMZN26dZw5c4Y1a9Zw4cIFRo4cyblz51i7di0LFixgxYoVdOzYkc6dO2Mymfjoo4+YMWMGaWlpZGdnYzKZmDhxIjNnzgQgJyeH5cuX8/777/Pmm2/eUnwrV66kqKiIOXPmsHbtWsaMGcPAgQOtVXSOHz9u3UdkZCTjx4/Hzc2NmjVrcvr0aSpUqMD27dvZu3cvnTt3Ztu2bezatYvMzEzrPezt7Tlz5gw2NjbWz//TTz/N6dOnOXDgAAAWiwW42u5s7969DBgwgA0bNtzyc5e/h6ysLEJDQ8s6DBERERERKUVqZSUiIiIiIiIidw03N7cS1TXWr19/3ZziNkIid4s9e/bQvXt3CgoKWLZsGR9++CEJCQnY2NgQExNDYWEhb731Fvb29lSvXp0uXbqQlZWFwWDgqaeesiaXlSY7OzsCAwPJz89n+fLlhIaGEhQUhJOT0w3n165dG4BLly7RsmVL69iOHTt49NFHOXPmDH369OHMmTM3/Lr8K0aMGMHUqVP5+OOPOXr0KCdPnqR///7Ur1+fzZs3M3fuXI4ePcr3339PuXLl2L9/P4mJiRw7dsxaXevkyZM89dRTNG3aFFtbW9zc3MjIyLileA4ePIinpyfbt2+nZ8+eLFiwgHHjxtG2bVvq169vTZiBqxWPLBaLtfJRs2bNsFgsnDhxgsuXL5OTk8Pq1auZMGEC+/fvp379+hgMBiZMmECvXr0oX748vr6+FBUVYTAYeP3113niiSfYsmULaWlptGzZEjs7O959910uX75Mp06d6N69e6k8dxEREREREbkzVDFHRERERERERETkL8jPz2f9+vU8++yzfPTRR9ZKLsXVXWxtbVmzZg2JiYk8/PDDJCQkAHDq1CmWLFnCkCFDSjUeo9HImjVr2LBhAyaTCScnJ9avX8+6dev4/PPPCQsLo379+syaNQuAhx56iN69e1O/fn2io6PZs2cPRqORwMBAGjVqxIIFC3BycqJatWrs3bv3puPw8vK6qXmOjo7MmTOHzp07c+rUKfz8/HB0dCQvL4/Lly+zePFiPD096dWrFyaTiUOHDrF48WIeeughIiMj2bJlC4899hiLFy/m0KFDFBUVsWfPHho1anRLz69Zs2YAnDhxAm9vb8aPH89TTz3FxYsXOXHixB9eGxwcTGFhIYcOHeKhhx6iSpUqPPXUUxQUFNCmTRseeOABpk6dytSpUylfvjzPPfccL774IseOHePQoUO0adOGhx56iDfffJPc3FwAVq1aRefOnfHw8KB///63tCe5c7Zu3UqHDh3w8/MjKioKPz8/nnzySVq3bs2KFSvo1q0bXl5eXLp0CYBRo0bh7e1Nz549OX/+vHWdwsJC+vfvz5YtW/j111/p168ffn5+9O3bl8LCwrLanoiIiIiI3AJVzBERERERERGRu4LRaMRoNJZ1GCJ/WuvWrYGrFZ9eeeUV7OzsrK9lZ2dnLl26RHh4ONnZ2Zw8eZImTZrQpEkTWrVqRbly5cow8uvVqlULX19fPD09sbe357XXXmPSpEl07dqVzp0707x5c2xtS/5K0Ww2Y2Nz63//N2/ePFasWMHhw4fp1q0bhYWFuLm5kZqairOzM61ataJ58+bMmjWLtWvXkp+fT4UKFcjKymLkyJE4Ojpa20HVqFGDkJAQcnNzWbhw4S3FExwczOrVq0lPTyc/P5++ffuSnp5OQEAAW7duxWQyYTQa+frrr4mJieHKlSskJSUBV9tbnTx58n/eY+vWrSU+TkxMtB7fqCJR3759b2kvcuetW7eON998E6PRyJEjR5g9ezbx8fEsXryYBQsWsHHjRqZPn05cXBx169bl0qVLJCYmEhMTw9y5c62JN2FhYYSHh+Pj48Ps2bMJDg6mX79+/Oc//2HZsmX069evrLcqIiIiIiI3SYk5IiIiIiIiIiIif8GePXus/w4ePJjTp08ze/Zs4GrVi1WrVtG0aVMWLVpERESEtRXSX0lmuRVbt25lzJgxVKxYkdDQUJKSksjJyeGbb76hbt26ZGVlERkZSUxMDB4eHphMJvz9/Zk0aRJRUVF06dKFEydOcPToUaKjo1m/fj0XL15k2rRppKSksGDBAgDef/992rRpc9NxjR49mtGjR7NkyRKysrIYP348zz//PI0bN+bKlSsAuLu7U6tWLZo0aUJaWhqTJ08mIiKCJk2a0LVrV/71r38BUKdOHWJiYv7Sc7KxsWH+/PnW5/HJJ59cN6e49VhYWNhfupfce4pbs82fP5+RI0fSvHlzbGxsqF27Ni1atACutok7d+4cly9ftn6tuLu7s2XLFuBqolZAQIA1wS89PZ3U1FTmzZtHfn6+knJERERERP5m1MpKRERERERERG4Lk8lEZGTk32ZdkVtlZ2dHYGAgc+bM4YUXXuCXX37hwQcfxNfXl88++4wOHTqwatUqevbsSVZW1g3XuNm2TzcSFRV1U/OKK3kkJCTwyCOPUK5cOeLj42+q5VNERAS7d+/m2LFjbNy4EQAHBwfWrl1LnTp1WLVqFYmJiaxcuZIpU6bc0j5CQkJITk4mICCAnJwcXFxcqFChAp07d2bRokU899xzN3yWtWrV4uzZswwfPpyCgoLr1i0oKCA4OJjAwECeeuopoqOjr2sfVFhYiL+/P97e3jz++OMUFRXx8ccfs2nTJoxGIydPnsRoNOLr68uoUaNuaX/yz1Dcmu3NN99k0qRJGAwG67lrjy0WCw0bNiQ1NRWAlJQU69eiv78/9erVsyb4NWvWjJdffhmTycT27dsZMWLEHdyRiIiIiIj8VaqYIyIiIiIiIiIicotu1IJt4MCBODs7M3XqVOvYzp07r7v2r1Z2KRYVFcU3u8UtAAAgAElEQVSQIUP+57ziSh59+/Zl+PDh1hZcbdu2Zdu2bdclDVzrzTffZMeOHWzcuBF7e3vrdQCZmZns2bMHX1/fv7SP8uXLs2LFCmxtbRk+fDgNGzZkwIABJeY4ODjc8FnGxcX97rqxsbF4enoyYcIEhg8fTm5u7nXtg15++WXWrFlDhQoViIyMJCEhgfDwcH766SdiYmKIj4/HaDQyefLk656NyLWKW7NdvHiRvn37kpaW9rtz27dvz4IFC+jcuTOVK1dm0aJF5OXlATBlyhRGjBjB4sWLCQ8P55lnnmHOnDlYLBZmzJhBhw4d7tSWRERERETkL1JijoiIiIiIiIjcNmlpafTq1YuzZ88SFxfHM888Q3Z2Ni4uLnz++eckJSUxa9YsLBYLZ86cYfjw4URFRXHfffexZs0a4GoywYEDB6hQocJ1iQyffvppifY59evX57HHHsNgMODq6so777zDY489xqVLl6hevTpLly69489A7n0Wi6XE63TYsGHWc799jbZp04ZWrVrRvHlzDh48yNy5c2nXrh1FRUW88MILJCUl8cYbbxAYGMiLL77I7t27MZvNLFy4kHr16uHh4UHbtm2t8y5fvkxaWhpGo5GIiAi6du36u3EWV/LYtWsX27dv58EHHwRg165dAFStWpWcnByA300muLb9VvFxgwYNaNeuHcuWLQOutu8CuHTpEjt37vxTba169OjBxYsXady4MR4eHjd93R85cuQILVu2BMDNzY1z585d1z7o0qVLhIeHk52dzcmTJ2nSpAlNmjSxruHj40NiYiL9+/ene/fuDBw4sFRik3tPcWu237o2ie/aFmgfffRRiXkODg7Wn3Vz5syxjpdWIp+IiIiIiNx5amUlIiIiIiIiIrfV6tWrCQoKYvny5TRv3pzExEQeeeQRli9fDlxNali5ciVBQUF8++23fP3117i4uLBr1y7WrFlDvXr1SEhI4IUXXmDu3LnWdU+fPn1d+5ydO3diNBrZvHkz77//Pj/99BPVqlVj8+bNLFmypKwegdzjfvs63b9/P3Dj1yjA0aNH+eSTT1i1ahWvv/46AGfOnGHixImsXbuWefPmATBjxgy2bNnCpEmTrGO/nRccHIyrqyvx8fFERUXh7e1Nv379GDNmDPv27WPjxo3Wyjje3t54eHiwb98+Bg0aREFBAf7+/hw8eBC4mhBQr149unTpwg8//PCHezabzdZjJycnevTogbe3N76+vrzxxhvAfxNz/oy4uDiSk5OtyUyloUGDBtZEo71792JjY3Nd+6C4uDiaNm3Kli1bePzxx7FYLNjZ2VFUVARAUVERU6ZMYdGiRcycObPUYhMREREREZF7nxJzREREREREROS2adGiBQAuLi5kZWWVqFKRkZFRYk7t2rVLHJ87d4709HQWL16M0Whk2rRpnD171rr2te1zHnvsMfLy8vDx8cFsNtO/f39iYmJo3Lgxrq6uDBgwgPfee+9Obl3+QX77Ol2xYgVw49coQOPGjalUqRIuLi6cP38egOrVq1OjRg1cXFys89566y06d+5MZGQkx48f/915AF999VWJxLeOHTuSnJzM1q1bcXZ25ueff8bJyYlt27bRtm1bnnzySaKjo/n6668ZNGgQWVlZ9OrVixMnTmA2m3n99df55ptv8Pb2pmbNmhQVFREdHU3Xrl3p06cPcLWCx8svv8ygQYN47LHHqFKlCkVFReTm5gJQrVo13n777evaUd1pISEhJCcnExAQQE5ODi4uLlSoUIHOnTuzaNEinnvuOTp06MCqVavo2bMnWVlZANSqVYuzZ8/Sp08fvv32W7y8vOjQoQNdunQp0/3I3W306NHWhK7SEhUVdcNjERERERH5e1ArKxERERERERG5bQwGg/W4QoUKpKam0qNHD1JSUmjcuPF1c649tlgsNGvWjEGDBjF27Fjgaouc5ORk4Mbtc4qrWsDVljVPPvkkY8aMwcbGhm7dujFgwABq1qx5ezct/zi/fZ1u2rSJLVu2/G6Lp4yMDC5dusT58+epUqUKcP1r/8yZM5hMJr755hs2bdrEwoULbziveOzw4cMlEt927NhBZmYmZrOZAQMGsHLlyv/52s/Pz2fTpk0sWbKEqKgo1qxZQ4UKFYiMjCQhIYEmTZpw6tQp4uPjKVeuHP/3f//Ho48+ioeHB2+//TZ9+/Zl4MCBDBs2jB07dhAeHs6VK1dKtPYqC+XLl2fFihXY2toyfPhwGjZseF2ykIODww2r+8TFxVmPk5KSbnus8vc3a9asW77WbDaXaBdXLCoqiiFDhlx3LCIiIiIifw+qmCMiIiIiIiIid4SjoyPff/893t7epKWl8fjjj//Pa4KDg8nKysLPzw8/Pz/Wr19vPVe9evXr2uf8tqrFjz/+iI+PDx4eHtZKIyJ/VXR0NNHR0daPf/s6/fXXX4Ebv0YB6taty5AhQ+jVqxcTJ0684T0cHR2pVKkSfn5+rF279g/jad++PcuXL7dW6klJSaFZs2acOHECOzs7OnXqxDvvvIOnp+cNrzcajYSFhVlbXrm5uXH48GGGDh2Kj48Py5Yts1bsadWqFeXKlbNe27ZtW4DrEoOKK2LdLXr06EGnTp345Zdf8PDwKOtw5B5iNpsZNmwYPj4+dO/eHaPRyJUrVzh8+DAdOnSgd+/e+Pv7k5WVxe7du/Hx8aFjx45Mnz4duPr9pG/fvvTo0YO9e/fy6aef0rlzZzp37szOnTv5+OOPSUtLw2g08v7771uPN23axI4dOzAajXTq1InPPvusjJ+EiIiIiIj8HkPxX9bcDdzd3S0pKSllHYaIiIiIiIiIiAijR49m5syZ/Pvf/8bLy8vawig6OpqkpCS8vLwICwu76fWKq2F4eXmVevWVwsJCQkNDOXHiBM7OzsTExDBs2DDc3NwYM2YMLi4ubNiwAVdXV4xGI/Hx8dja/reYtslkYsaMGcTFxbF06VIOHTpEYWEhkydPJiIigiZNmmA0GomMjCQmJgagxDpvvfUWtWrVYtCgQQwbNoxhw4Zx+PBhLl68yLPPPluqexW5m3z11Vd89913TJ8+HbPZjJ+fH/Hx8YwcOZLBgwfTrl073NzcWL16NTVr1uS+++7DYDDg6+vLunXrWLJkCdu2bWPevHmcPn2aIUOGsHLlSs6dO8eQIUOIjY0t8T3j2uOAgAC+/PJLKleuTNeuXVm3bh329vZl+ThERERERP4xDAZDqsVicb+ZuWplJSIiIiIiIiIicgPXtqQpLCykd+/eFBQU4OjoSMWKFVm5ciXR0dHY2NgQFRVF/fr1mTJlCgkJCdYxgKeffhonJyeCgoJuWwsaOzs7lixZUmJswYIF1uPs7Gzrsclk+t01AgMDyc/PZ8GCBTz66KOkpKRQtWpVmjRp8of3Dw8Pp3///nzyySe0bNmSjh07Ur16dcLCwti3bx+zZ8++9c2J3MUOHjyIp6enNZGv2JEjR2jZsiXlypWjRYsW1rGxY8fyyy+/cODAAU6dOgX8t/JUZmYme/bswdfX96buvWfPHoKDgwE4ffo0ubm5uLi4lOb2RERERESkFCgxR0RERERERERE/tHGjRvH4MGDOX78OOPHj2fXrl0MHjyY7777jr179wKQnJxMmzZt2LlzJ0lJSdSoUYPKlStjMplIT09nxowZvPDCC2RnZ5cYe+WVVzh16hTx8fHWFlClXS2ntLi5uTF16lTrxzt37rxuTnG1HCiZ4OPg4MC6detKzG3UqBHffPNN6Qcqchdp1qwZ27dvZ9asWZjNZut4gwYNSEtLw93dne+//x6A//znP4wfPx6j0YiXlxe/rWbfoEED2rVrx7Jly4CrCYEABoPBOufa49atW7Ns2TIqVqxIYWEhdnZ2t22fIiIiIiJy65SYIyIiIiIiIiIi/2ienp4kJydb20D9/PPPnDx5kho1aljn5OTkUL16ddq3b09QUBBRUVHs378fo9EIgLOzM+np6ZhMphJjAK1atbIm5YjIvcFsNhMeHs7BgwfJzMzkww8/xMPDg19//RVPT0+qVKlCt27daNeuHXZ2djz11FPk5eWxdOlSfHx8OHPmDC+88AJHjx6ld+/eAFSvXp0ePXrg7e1NuXLl8PPz47XXXqNu3bo8/vjjTJs2jfbt2xMSEsLYsWN5/fXXCQ4Oxmw288ADD7B8+fIyfioiIiIiInIjht9m5Zcld3d3S0pKSlmHISIiIiIiIiIi/yCnTp1i3LhxmM1mAgMDsVgsbNq0iR9//JH4+HimTp3KlStXSElJYdSoUaxatYqzZ89y9uxZ4uPjgauVLX744Qc+/fRTa9umwsJCsrOziYyMLFFpRkT+/r766iu+++47pk+fjtlsxs/Pj/j4eEaOHMngwYNp3bo17u7uxMbG0q9fP5KTk7Gzs8PX15d169axZMkStm3bxrx588p6KyIiIiIicgsMBkOqxWJxv5m5Nrc7GBERERERERGR35OVlUVoaGiprjly5MhSXU/ufTVq1ODEiRPY2dnRqVMn3nnnHTw9PUvM8fT0JDc3lxdffJG8vDxyc3OpWrUqRqMRX19fPvvsM1q1akWtWrVKjInIvengwYPW7xM2Nv/9NfuRI0do2bIlP/74IydPniQkJISAgACCg4Px8fEhPT2dU6dOAdC2bdsyiV1ERERERO4sJeaIiIiIiIiIyD2luFqJyJ/h7OyMq6sr9evXJzc397rEHHt7e7Zu3cpDDz3EuXPnqFmzJr169cJkMrF582bCw8MBiIiIKDFWv359VcsRuQc1a9aM7du3A1fbWhVr0KABaWlpNGrUiFq1arF69Wry8vIYP348W7ZsoXHjxhRXsb82oUdERERERO5dtmUdgIiIiIiIiIj8s2zdupUxY8ZQsWJFQkNDOX78OH369OHIkSOsXLmSOnXqMGrUKHbv3k2VKlVYuHAh586d4+mnn6ZKlSqcPHmSL774ggYNGtCqVSuaN2/OwYMHmTt3Lu3atcPLy4ukpCTCwsKoWrUqqampdO3alUmTJrFjxw6GDx9Os2bNOHDgADt37izrxyF3iQULFliPs7OzATCZTABMnjzZem716tV3MiwRuUsFBwezevVqvL29qVSpknX8X//6FwMGDKBGjRo4OjpiZ2dHjx49eOGFF2jevDn29vZlGLWIiIiIiJQFQ3F2/t3A3d3dkpKSUtZhiIiIiIiIiMhtFBkZSZcuXTAajRw5coTHHnuM1NRUvvjiC06fPo2npydz585l/vz5xMTEkJ2dTd++fenevTtpaWmkpqby2WefMXfuXB544AF++uknzp8/z7PPPsuaNWtKJOb07t2bRx99lA4dOrBjxw569uzJ3LlzcXR05MEHH+T06dNl/ThEROQecuXKFWxtbSkqKqJTp04kJSVha6u/jxURERERudcYDIZUi8XifjNzVStTRERERERERO6oESNGsHTpUgYOHEhubi7NmzfHxsYGFxcX8vLyOHz4MG3atAHA3d2djIwMAFxdXbG1tcXNzc061rhxYypVqoSLiwvnz5+/7l4tWrQAoEKFCgBcuHCBOnXqULFiRZo0aXIntisiIv8gmZmZeHt70759ewYNGqSkHBERERERUSsrEREREREREbmzHB0dmTNnDsePH2fo0KE4OTlZz1ksFho2bMjGjRsBSElJoVGjRgDs27ePoqIi9uzZYx3LyMjg0qVLnD9/nipVqhAdHc2xY8eYNm0aAAaDocS9q1SpwvHjx3FwcLAm94iIiJSWpk2bkpiYWNZhiIiIiIjIXUSJOSIiIiIiIiJyR82bN48VK1Zw8eJF+vbtS1paWonz7du3Z8GCBXTu3JnKlSuzaNEi8vLyqFGjBiEhIeTm5rJw4UIA6taty5AhQ8jIyGDOnDmkp6djb29PREQEYWFh1937tddeo1evXjRu3Ji6deted95sNmNjowLDIiIiIiIiIiJSOgwWi6WsY7Byd3e3pKSklHUYIiIiIiIiInKXycrKIjIykpiYGOuY2WzG29ubhIQEnnjiCQoKCnB0dCQgIID4+HhiYmLw8PCgbdu2JCUl8cYbb9ClSxc2bNjAjBkzSEtLY+nSpXTr1g1PT09at25NhQoVePfdd8twpyIiIiIiIiIicrczGAypFovF/WbmqmKOiIiIiIiIiNy1CgoKeOKJJzh//jw//vgj0dHRLFiwACcnJ4KCgsjLy+ORRx4hPz+fzz77jKVLl3Lo0CHi4uLw9fUlKyuL2NhYxo0bx8CBA6levTqHDx+mXr16NG3alNDQUEaOHMn+/ftZtmwZ9913H4GBgVSrVo2YmBhGjx7NzJkz+fe//42Xlxe2trbEx8czderUsn40IiIiIiIiIiLyN6DazCIiIiIiIiJy14qNjcXT05MtW7bQvXt3AE6dOsWSJUsYMmQIDg4ODBgwgPfee4+JEyfStm1bvvzyS3x8fNi8eTMNGjTg22+/5eGHH6ZFixY8/vjjWCwWKlasSGZmJjVq1GDixIlYLBZcXFxYvny59T5ms5lZs2ZRrly5/xmn2Wy+rc9B5J8qOjpaX18iIiIiIiLyt6aKOSIiIiIiIiJy1zpy5AgtW7YEwM3NDYBWrVpZk2UMBgMPP/wwhw4doly5cuzatQuA++67DwAbGxvS09NZvHgxP/74I6dPn8bW1hZ7e3sqV67M6tWrqVGjBj///DM1a9bE2dmZ8uXLk5OTw/z584mMjGTRokUUFhYybdo08vLyKCgoYNKkSSxcuJD169dz8eJFvL29qVSpEs8//zy7d+9m/vz5zJ49uwyemMjdyWw2Y2Pz5/9GMDo6mtDQ0P957a2uLyIiIiIiInK76X+rIiIiIiIiInLXatCgAWlpaQDs3bsXoMSb72azGT8/P7Zs2UJaWhp5eXkYDAYKCgoAsFgsNGvWjEGDBuHm5sbs2bNp2rQply9f5pdffiEwMJBRo0bRunVrCgsLKSwsJC8vjw4dOmAymXB2dsbHx4edO3fi4eHBe++9x4MPPsiyZcsAcHBwYO3atYwaNYq1a9cCsGTJEvr163cnH5PIXclkMhEcHEyvXr1YuHAhHTt2pFOnTuzZsweAmJiYEmOXL1+mZ8+e+Pr68uSTT/Ltt9+ye/du/P39+fzzz8nIyKBbt274+PhY28mFhYXxwgsvEBgYWJZbFREREREREfldSswRERERERERkTKVlZVFaGjoDc+FhISQnJxMQEAAOTk5ZGdnlzg/ceJEevXqxblz51iyZAmLFy8mKiqK7OxsfH19GTVqFMHBwWRlZWFjY8NLL71Ew4YNmTVrFn369MHBwYGvv/6aSpUqcfHiRVxcXHj44YdJSkrCzs4OBwcHAE6fPs2KFSsYPXo0e/fu5dSpUwC0bdsWgAoVKlCjRg1++uknduzYgYeHx218YiJ/H5cvXyY2NpbZs2fzzTffsHDhQiIiIigqKuKDDz4oMfbTTz9RrVo1Nm/ezJIlS2jfvj1ubm58/fXXDBw4kIiICObPn8+WLVv4/vvvOXbsGACdOnVi48aNZbxTERERERERkRtTKysRERERERERuWuVL1+eFStWYGtry/Dhw/Hz8yMiIsJ6PiAggICAgBLXdOrUia1bt5YYK24rZTKZmDFjBkajkVOnTnHu3DlOnz5NfHw8VatWpU6dOpw7dw5/f3/q1atHcnIyAE5OTgQFBeHr60t8fDwjRoxg4cKFJar39O/fn7Fjx9K+fXsMBsPteiQifytt2rQhNzeXBx98EDs7O+rXr8/58+dvONa4cWNcXV0ZMGAAbdu25aWXXiqx1oEDBxg4cCAAeXl51kS94gQ5ERERERERkbuREnNERERERERE5P+xd+9xUZfp/8ffA4x4IMwTq1CKYpktnskDIg6giKhISaZFauqi68/K7GiSSy5m7mbbSdPygPvFMlMf4iHREEdF1wpSojIVkyzRRAHPHOfz+8N1VtLKChjR1/MfP3Pf9+f+XNf0cB4Pp2uuu9rt3LlTTzzxhOrVq6fo6Gjl5uYqKipKhw4dUlJSkm677TY99thj2rN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" ] @@ -1393,9 +1375,7 @@ " \n", " to read in an adjective $\\times$ adverb matrix derived from the Gigaword corpus. Each cell contains the number of times that the modifier phrase __ADV ADJ__ appeared in Gigaword as given by dependency parses of the data. __ADJ__ is the row value and __ADV__ is the column value. Using the above techniques and measures, try to get a feel for what can be done with this matrix.\n", "\n", - "1. [Turney and Pantel (2010)](http://www.jair.org/media/2934/live-2934-4846-jair.pdf), p. 158, propose a \"contextual discounting\" extension of PMI to try to address its bias for low-frequency events. Extend `vsm.pmi` so that the user has the option of performing this discounting with the keyword argument `discounting=True`.\n", - "\n", - "1. Use `vsm.ngram_vsm` and `character_level_rep` to create a VSM with the same vocabulary as `imdb5` but with the representations derived from trigrams, and reweight it with Positive PMI. How is this VSM different from the original?" + "1. [Turney and Pantel (2010)](http://www.jair.org/media/2934/live-2934-4846-jair.pdf), p. 158, propose a \"contextual discounting\" extension of PMI to try to address its bias for low-frequency events. Extend `vsm.pmi` so that the user has the option of performing this discounting with the keyword argument `discounting=True`." ] } ], @@ -1416,7 +1396,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.1" + "version": "3.7.3" }, "widgets": { "state": {}, diff --git a/vsm_02_dimreduce.ipynb b/vsm_02_dimreduce.ipynb index 9d054e2..86a49f4 100644 --- a/vsm_02_dimreduce.ipynb +++ b/vsm_02_dimreduce.ipynb @@ -18,7 +18,7 @@ "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { @@ -300,7 +300,7 @@ "terrible 0.0 0.0 0.0 0.0 0.0 1.0" ] }, - "execution_count": 9, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -341,7 +341,7 @@ "dtype: float64" ] }, - "execution_count": 10, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -373,7 +373,7 @@ "dtype: float64" ] }, - "execution_count": 11, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -414,7 +414,7 @@ "dtype: float64" ] }, - "execution_count": 13, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -454,7 +454,7 @@ "dtype: float64" ] }, - "execution_count": 14, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -495,7 +495,7 @@ "dtype: float64" ] }, - "execution_count": 16, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -549,7 +549,7 @@ "dtype: float64" ] }, - "execution_count": 19, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -658,7 +658,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Stopping at iteration 427 with error 9.93363116487738e-05\n" + "Stopping at iteration 451 with error 9.943046887177173e-05\n" ] } ], @@ -675,14 +675,14 @@ "data": { "text/plain": [ "gnarly 0.000000\n", - "wicked 0.612901\n", - "lame 0.889311\n", - "terrible 1.188911\n", - "awesome 1.681598\n", + "terrible 0.600579\n", + "lame 0.759356\n", + "wicked 0.779925\n", + "awesome 1.133608\n", "dtype: float64" ] }, - "execution_count": 21, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -729,7 +729,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Stopping at iteration 735 with error 9.997310330057938e-05\n" + "Stopping at iteration 601 with error 9.958809657672234e-05\n" ] } ], @@ -749,8 +749,8 @@ " with np.errstate(divide='ignore'):\n", " log_cooccur = np.log(true)\n", " log_cooccur[np.isinf(log_cooccur)] = 0.0\n", - " row_prob = np.log(true.sum(axis=1))\n", - " row_log_prob = np.outer(row_prob, np.ones(true.shape[1]))\n", + " row_log_prob = np.log(true.sum(axis=1))\n", + " row_log_prob = np.outer(row_log_prob, np.ones(true.shape[1]))\n", " prob = log_cooccur - row_log_prob\n", " return np.corrcoef(prob[mask], M[mask])[0, 1]" ] @@ -763,10 +763,10 @@ { "data": { "text/plain": [ - "0.9583216505046074" + "0.9750273846783869" ] }, - "execution_count": 7, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -811,7 +811,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Iteration 100: loss: 380444.9375" + "Iteration 100: loss: 382048.46875" ] } ], @@ -832,14 +832,14 @@ "data": { "text/plain": [ "superb 0.000000\n", - "outstanding 0.033275\n", - "terrific 0.038446\n", - "excellent 0.053676\n", - "fantastic 0.066231\n", + "outstanding 0.033152\n", + "terrific 0.042430\n", + "excellent 0.051256\n", + "brilliant 0.069039\n", "dtype: float64" ] }, - "execution_count": 27, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -937,7 +937,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Finished epoch 100 of 100; error is 0.00027296433108858764" + "Finished epoch 100 of 100; error is 0.00027485305326990783" ] }, { @@ -989,7 +989,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Finished epoch 100 of 100; error is 0.00019475830777082592" + "Finished epoch 100 of 100; error is 0.00019479212642181665" ] } ], @@ -1007,14 +1007,14 @@ "data": { "text/plain": [ "superb 0.000000\n", - "actions 0.000684\n", - "ways 0.000802\n", - "equation 0.000830\n", - "charm 0.000848\n", + "design 0.001002\n", + "police 0.001053\n", + "studio 0.001057\n", + "required 0.001089\n", "dtype: float64" ] }, - "execution_count": 33, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } @@ -1048,7 +1048,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Finished epoch 1000 of 1000; error is 0.00016038624744396657" + "Finished epoch 1000 of 1000; error is 0.00011754701699828729" ] } ], @@ -1066,14 +1066,14 @@ "data": { "text/plain": [ "superb 0.000000\n", - "outstanding 0.037067\n", - "terrific 0.050725\n", - "excellent 0.078500\n", - "exceptional 0.089459\n", + "outstanding 0.032343\n", + "terrific 0.041675\n", + "excellent 0.069657\n", + "exceptional 0.084983\n", "dtype: float64" ] }, - "execution_count": 36, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } @@ -1226,7 +1226,7 @@ "\n", "* There is growing awareness that many apparently diverse models can be expressed as matrix factorization methods like SVD/LSA. See especially \n", "[Singh and Gordon 2008](http://www.cs.cmu.edu/~ggordon/singh-gordon-unified-factorization-ecml.pdf),\n", - "[Levy and Golberg 2014](http://papers.nips.cc/paper/5477-neural-word-embedding-as-implicit-matrix-factorization), [Cotterell et al.](https://aclanthology.coli.uni-saarland.de/papers/E17-2028/e17-2028). Also Ryan Cotterell tweeted [this very helpful annotated chart](https://twitter.com/_shrdlu_/status/927278909040873472).\n", + "[Levy and Golberg 2014](http://papers.nips.cc/paper/5477-neural-word-embedding-as-implicit-matrix-factorization), [Cotterell et al. 2017](https://www.aclweb.org/anthology/E17-2028/).\n", "\n", "* Subword modeling ([reviewed briefly in the previous notebook](vsm_01_distributional.ipynb#Subword-information)) is increasingly yielding dividends. (It would already be central if most of NLP focused on languages with complex morphology!) Check out the papers at the Subword and Character-Level Models for NLP Workshops: [SCLeM 2017](https://sites.google.com/view/sclem2017/home), [SCLeM 2018](https://sites.google.com/view/sclem2018/home).\n", "\n", @@ -1256,9 +1256,9 @@ "metadata": { "celltoolbar": "Slideshow", "kernelspec": { - "display_name": "nlu", + "display_name": "Python 3", "language": "python", - "name": "nlu" + "name": "python3" }, "language_info": { "codemirror_mode": { diff --git a/vsm_03_retrofitting.ipynb b/vsm_03_retrofitting.ipynb index d6d2853..6b08bee 100644 --- a/vsm_03_retrofitting.ipynb +++ b/vsm_03_retrofitting.ipynb @@ -8,7 +8,7 @@ } }, "source": [ - "# Vector-space models: Retrofitting" + "# Vector-space models: retrofitting" ] }, { @@ -18,7 +18,7 @@ "outputs": [], "source": [ "__author__ = \"Christopher Potts\"\n", - "__version__ = \"CS224u, Stanford, Spring 2019\"" + "__version__ = \"CS224u, Stanford, Spring 2020\"" ] }, { @@ -99,7 +99,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -148,7 +148,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -203,7 +203,7 @@ "2 0.5 0.0" ] }, - "execution_count": 14, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -231,7 +231,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -266,7 +266,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -301,7 +301,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -336,7 +336,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -396,7 +396,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -462,7 +462,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -477,7 +477,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -512,7 +512,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -529,7 +529,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -538,7 +538,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -547,7 +547,7 @@ "(300, 400000)" ] }, - "execution_count": 24, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -569,7 +569,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -587,7 +587,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -607,7 +607,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -616,7 +616,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -639,12 +639,12 @@ } }, "source": [ - "You can now evaluate `X_retro` using the homework/bake-off 1 notebook [hw1_wordsim.ipynb](hw1_wordsim.ipynb)!" + "You can now evaluate `X_retro` using the homework/bake-off notebook [hw_wordsim.ipynb](hw_wordsim.ipynb)!" ] }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -654,19 +654,6 @@ "# os.path.join(data_home, 'glove6B300d-retrofit-wn.csv.gz'), compression='gzip')" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Here are the results I obtained, using the same metrics as in Table 2 of Faruqui et al. 2016:\n", - " \n", - "| VSM | WS-353 | MEN-3K | MTurk-287 | MTurk-771 |\n", - "|---------------------|---------:|-------:|----------:|----------:|\n", - "| Original GloVe | 0.601 | 0.749 | 0.633 | 0.650 |\n", - "| Retro GloVe | 0.613 | 0.760 | 0.640 | 0.636 |\n", - "| Performance change | +0.012 | +0.011 | +0.007 | –0.014 |" - ] - }, { "cell_type": "markdown", "metadata": { @@ -704,7 +691,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.1" + "version": "3.7.3" }, "widgets": { "state": {},