diff --git a/ct-foundation/CT_Foundation_Demo.ipynb b/ct-foundation/CT_Foundation_Demo.ipynb index 0e79243..899e045 100644 --- a/ct-foundation/CT_Foundation_Demo.ipynb +++ b/ct-foundation/CT_Foundation_Demo.ipynb @@ -111,79 +111,16 @@ "cell_type": "code", "execution_count": null, "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 26566, - "status": "ok", - "timestamp": 1729444656311, - "user": { - "displayName": "Rory Pilgrim", - "userId": "09943564173948604282" - }, - "user_tz": 420 - }, - "id": "sfnWmzMCOwzG", - "outputId": "0b5656d1-5d37-41b1-ef62-a53cf78eaf6c" + "id": "sfnWmzMCOwzG" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: absl-py in /usr/local/lib/python3.10/dist-packages (1.4.0)\n", - "Requirement already satisfied: google-auth in /usr/local/lib/python3.10/dist-packages (2.27.0)\n", - "Collecting requests-toolbelt\n", - " Downloading requests_toolbelt-1.0.0-py2.py3-none-any.whl.metadata (14 kB)\n", - 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" Stored in directory: /root/.cache/pip/wheels/2c/68/0a/93514006e0e9a0eb1652a7bd3c50f33589e8fe0cc774dfc617\n", - "Successfully built google-oauth\n", - "Installing collected packages: retrying, pydicom, requests-toolbelt, dicomweb-client, google-oauth\n", - "Successfully installed dicomweb-client-0.59.1 google-oauth-1.0.1 pydicom-3.0.1 requests-toolbelt-1.0.0 retrying-1.3.4\n" - ] - } - ], + "outputs": [], "source": [ "# Notebook specific dependencies\n", "# !pip install google_health.ct_dicom\n", "# TODO OPTIONAL: Create pip installation for the code below - https://github.com/Google-Health/google-health/tree/master/ct_dicom\n", "\n", - "!pip install absl-py dicomweb-client[gcp] google-auth requests-toolbelt" + "!pip install absl-py dicomweb-client[gcp] google-auth requests-toolbelt\n", + "!pip install tf-models-official==2.14.0" ] }, { @@ -584,29 +521,6 @@ " yield value" ] }, - { - "cell_type": "markdown", - "metadata": { - "id": "vo_McpwVQRCV" - }, - "source": [ - "# Test access to LIDC DICOM store and the API\n", - "\n", - "Get a token that grants access to the DICOM store and use it to download a volume via the DICOMWEb API. Next, we can collect the embeddings from the\n", - "selected embedding.\n", - "\n", - "**NOTE**: You can skip this section if you just want to train a model on NLST data using the embeddings." - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "szMANNgm4crh" - }, - "source": [ - "## Download a CT volume to visualize" - ] - }, { "cell_type": "code", "execution_count": null, @@ -630,20 +544,7 @@ "cell_type": "code", "execution_count": null, "metadata": { - "id": "6VOuJFzaXlWe" - }, - "outputs": [], - "source": [ - "# @title Create a Session via a token.\n", - "creds = credentials.Credentials(TOKEN)\n", - "session = create_authorized_session(creds)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "__mLxAFU0GIZ" + "id": "lfmFZPCFM2G2" }, "outputs": [], "source": [ @@ -655,350 +556,108 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 29700, - "status": "ok", - "timestamp": 1729444717438, - "user": { - "displayName": "Rory Pilgrim", - "userId": "09943564173948604282" - }, - "user_tz": 420 - }, - "id": "i0qKyk_7ZLfK", - "outputId": "005465b9-934a-4e3e-abab-39cea2179afa" + "id": "8JQRxrXiUUgv" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Total Slices in downloaded volume: 219\n" - ] - } - ], "source": [ - "# @title List the study and series instance UIDs and download a single volume.\n", - "\n", - "TOTAL_VOLUMES = 5 # Total number to list out.\n", - "VOLUME_TO_SHOW = 1 # Which ones to render below\n", - "\n", - "study_uids = list(search_study_instance_uids(\n", - " project_id=project_id,\n", - " location=location,\n", - " dataset_id=dataset_id,\n", - " dicom_store_id=dicom_store_id,\n", - " session=session))\n", - "\n", - "\n", - "corresponding_series_uids = []\n", - "for study_number, a_study_uid in enumerate(study_uids):\n", - " a_series = list(search_series_instance_uids(project_id=project_id,\n", - " location=location,\n", - " dataset_id=dataset_id,\n", - " dicom_store_id=dicom_store_id,\n", - " session=session, study_instance_uid=a_study_uid))[0]\n", - " corresponding_series_uids.append(a_series)\n", - " if study_number == TOTAL_VOLUMES:\n", - " break\n", - "\n", - "\n", - "volume_as_bytes = list(download_multipart_dicom_series(\n", - " project_id='hai-cd3-foundations',\n", - " location='us-central1',\n", - " dataset_id='ct3d',\n", - " dicom_store_id='lidc-idri',\n", - " session=session,\n", - " study_instance_uid=study_uids[VOLUME_TO_SHOW],\n", - " series_instance_uid=corresponding_series_uids[VOLUME_TO_SHOW],\n", - " ))\n", + "\u003ca name=\"train-nlst\"\u003e\u003c/a\u003e\n", + "# Train a model with the embeddings from NLST\n", "\n", - "print(f'Total Slices in downloaded volume: {len(volume_as_bytes)}')\n" + "Here we have a full set of embeddings from the NLST dataset that you can download and train a cancer detection model." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "LkB5R0sx7C7Z" + }, + "source": [ + "## Collect the stored NPZ data from the cloud bucket" ] }, { "cell_type": "code", "execution_count": null, "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 529 - }, - "executionInfo": { - "elapsed": 258, - "status": "ok", - "timestamp": 1729444717695, - "user": { - "displayName": "Rory Pilgrim", - "userId": "09943564173948604282" - }, - "user_tz": 420 - }, - "id": "QJUE96Qh0ZQY", - "outputId": "9fb25127-3b04-43db-9cd5-735d30d3d487" + "id": "mzI0A92hH5VZ" }, - "outputs": [ - { - "data": { - "image/jpeg": 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LfWq9rK0VwjoeCcEUt0oW5kAzjJP0qHGxgTjPUClPB3cYIyQKCDnaOh7+1Jx0IyQMUpzjPcelA6DOPX8Kac8jt1xS4+X/AApWxgelI33Op+go4GeBxzQp5JJpex9KaOQeDj0pSCWBPHHSgjKnJoJyST24pcnPHGBSDHmdOM0EYLZzyaCOODkY60bQckdCKORgZpec8daapw2ccHk0v3Wz1HFIQOMdDQwyeD6UuC0vGM9BSsfnY4x7UkaszgKMn09as/YLgAkhd2OADzzVd1ZDsYEHpg+lN4KAHilzuBc9aReuSMj+VL8qgj/JpCrfdGc98VOtpdBdwgcZ6cU37LcAFzE+0deOpphjk6eW3txUsdpO/UbIx9524wKfLPEkZhg3BSMFiPvVV39v19KXKryPp9atpcRXCCO7yrL92Reta+l+GjdXNu/n7bZmB83HNbuqQyJcmJ79ZxH8qkqOlUjDcBtpmV8j7rJxTXjO1S6xsc9M4/nSLGrDEtvGRnggjNU5NPtriUxtEUYDjAxQmh2wLCQOOOGzUjeFEuQPs9yisOQrHrWZfaJPZsxLKxUckGstWIY4xnpz0NJnn5SSfSlHG5up6YoBxkjkUd+w5qayTzLpA3Tdkn0pbxvOupXXnJ61Jp6osrSNgiMFjVYyGSQk87jTSAU9SD+lJuJBAGB1p3OASCe1Iuc9hSY7npnpS529B04NKwIx60DgkbuvWm5ymMcj1p2CUGT0B4pOA3A6YoON2O+aXgEnOBxTSSzYGcZpSMkcdDQevsDgUKMrk/WjJOQOSTxQ3UE9jRjk56E80mDs4PTrSgnI9OhpO+R60uflJx0FLuGG69AKGIUnnOT6UqgHAyKavOT3z+dCgBz2x0pe+QR+dWrAFUmcL86rkH0qsrOZs7myCWzVqQ/arP7QQPMU7T/jVNhuO0Dj1oOCfQCkGAu3OC38qtRWZOHmOF7IBlifpXUaF4H8Wa9j+ydFljh/57SrtB98mu+039nzXbsq+r63HAvdIsuf8K7Gw+AvhexRTeXt9ckdcybQfwFdFb/DTwTZYA0xJD6u7Mf51ojwh4SVB/xJbMj0Mef501vCPhGYkNoFlyME+SAMfhWVd/CzwFfKVOjwxE94iymsK7/Z/wDCVzk2893B9HDAVzV9+zc2S1hrox6TR/4Vz9/8CvGtnDi0u4blV6Kku38s1yWpfDXxtpwZ7rRrtlXnevzD9KwJ4dW0+QLcw3cJHXcpFNTV71BgzbsH7rDmpRr1wzAskRHcbcVcj8UbI9hth6cNViPxDavjfHKT9M1qwmLVtOmMOm3hnA/dFIzyfwqK38D+PNWdXTR7ogEYZ12itu3+Cvii6HmS6YYnPLKZAATV6L4G+LT0t7CNfVpQTUx+A3iUx4ZLDJPIWXFVp/gN4kWPKxRH1VJgRWPL8FvFsLHNhIyf7PNY9/4L8SaPGynRLwMRhn8sniuYmtrq3k23EEsZHVWUipbPDQzxjG5lyMnrVVT/AAsePYdKXIQ5I4brSHI4Hc54oOckc4PIoPPb3p2Cy5xgYyPrSE7j6ZFBI2gnqPek4zwMmnbvvHFIOEI9aTuDgnIpDwMDqacwbnPHGKTBx1yc0vLEKBij+Ig+tJtO3LH8BTs7V4Jz1pMlgV/Q0DG1vrRjn0GM8UDOc/0o6ZPGDSDIB/ClJ53cc0EjPTilGFGfemgAhBn1p3IBxzkU3GRjj8antZ3tpMkAqfvD1FTtbxzxs9u43SHhG4IFRwSPZytHIuVYbWB/nRJaEAvEPMiH8S96v6L4V1rXrlILGymkBPUL0r2Lwx8AJ2WOfW7lYT1KINzf4CvUNE8BeE/DmPsunRS3HUzTDexPrzwK6Fr1VAWMBFHH0qJ7mYtjDEnsKj4Ulhn6f0oI3EEEEnrilbKg5Az2pNo2YUNgcmpEi3E4IBPGTTFVwzDccfmKd864Kbzzjip185VOJWYk8ZFNS6mAIcA4/A0y6h0+9ULeWUMqntIgb+dY9x4J8H3bgTaDZkk9RHj+VZs3wr8BSncdGhU/7JYUsHws8CRHcujQsc5+YmtS28I+E9PfNtoNmrj/AKZA/wA61oWtbeNRBZxQgdAqgY/KpftUjZ2qMCmNPOFbBz7Y5FAlmPAkA+tH2mQt8sgIHH1pWuZFbAZTnpxTvtjZA2/iaFv1OQ64/Gqd3ZaHqS7bzT7eYHrvhB/WuX1T4Q+DdXk82Ky+yTDkNbtj9K4HxB+z1I5aXSr5XY/wv8p/wrzDXPhv4h0Mt9qsZAq/xY4P41zf2K6C4MRBX060LZXLKTsxtPOTQ1hcRkttztPIU5qEqYJGR1II9fSmY2vyOAadtOTyAMcUmCU3AH3pWBC8AAAdz1oUAMMsoHvTSAWILdKcWXghT160JnLEg5xnNICShABx1pcEnnjik789QaTrGOep6U49G/KkHTB60gGSR70o4PfHSg7gOc4oDHaQaPm5GOcUbsBTijgnjHTnNDEFeR3pMAeoGOoNLwN3J9OlNKgEc849Kcec89AM00ORg5x6Edq2LTStR14WtrY2slzdu2AEXJx2zXtXgr4AmExXfia6PHzfZIW4z/tGvZLGz03Q7b7JptnHDGgxhFxk+570sk0sgAycnnAHSmFgflOfrTd644QE/SgyIy5BIA75pUIZhhjg9fap44C7lV4weSR0q1FbIn3vmPqRUpjQjG0flShVHQClooqvLblmLoRk9iKrPBOgH8Q9BTWDK5zH0waTcQ52p3zk0MFdu2TzinIFMhw+ecEEVbSDKAPj2wKlWNUHApxAPUU3Ymc7V/Km/Z4sY2CmPaROehH0NRPZd1dmOOhPWoHtmQcx8nvjP4U0OBwwIzx0pCD0DEH+8T0qZbmUAAEcDpTnuY5Y/LuIVdW4IIBB/A1yXiD4VeFfEW+QQGzuHH+stzt/SvFvFvwN8S6M0txpbnUrQc4Q/vAPcV5dOlzaTNDPHLDMvDK4IOaspMb+NIpseYnCv3PsaqSqytsYgMDgikBLEZPtSAEEqTjHWkAUYHX3NHO4Dqc0r/fOeho5Kk578UZZ29jxk0gyFIz044pWB38UcB+oznOaBuLKB0zQASwBz6k0Z4z6GkHX8aUn9aN5GAelBPyfj+VG7Ehwe2KUkYOCelG4FuuM8fhSleVGMg8fpVsQW9pGGuWLuf8Almvb6037Rb/w2o2g92604XVsS2+2G0dSDyDTDHaXB/dSMjM2SrDNejeBfg1qXiWeO8v91tp3Xc64L+wFfQ2heHdD8J2ph021RZAoDSkDc5+tXnuWk5OQ3XAPSmK2AAynPWgE7yzsRnnj0pv3pNqZz6+gqdY5HJRIyBj5m9vSphaO3DBQvpVhLeOMYAz9alAAGBRRRRRRRRUcsSurfKMkVS8iTaB5ZB9qmWyDAGQ/hU6Qxx8qvPvUlFFFFFFFRyQRyj5l59RVZ7NiCM5GMcVWZGjOGRju6UmV2428980ZVU469uamhviFVTlvTj9KwvEngXw14zgZb+yVbgj5Z4wFkB9c968A8afBfXfCzvd6aG1GwHO+MfOn1Fed3o3bZgjBiMSAjkMKrgkndt47Cg/6wE9CM0jcA8dDSybiQwHHc0OPmHHagHKE46H1oAODjseaDkkjGMmkxuY4AxmlIAJyfypecY6CmgHgntQcgdcg80HBbg+9L16HjFBx5fP0FJ8v4mlwC/1zSKwJz0NHBGSp64zVuyACM7LkIpYfWqrne+Sc+5NNAIxz0qxp9hearex2VlA89xM21UQZJNfRvw8+CdjoKx6t4kCXN6BuS3PKRn39TXq0lzhBHGqxqF+6OMD0qrktgHtyafwkYDHLMc4x2oVGkJCg89ferYstyjzG57gVYS3ij+6gH4VJgDpRRRRRRRRTXkSMZdgKRJFkzt6Dvin0UUU1ztUt6c4oV1bowPtTqKKKKKKKKCARgioJLZW5U7T+lU5oZIm3jp/Wmk8ElwM9ABTQSTuJ9hirCXvI3KSrcfSvPfG/wh0rxGJtQ0hUtb6TJdF4SU/Tsa+a9f8ADmqeGtSls7+2kiaM8ZHBFZYDOAADwcAYq4IEihE9wDuPATPJoOoyiPCxRhc8Lt7UrXUMzKk0IQngsnaq89uYGZMhlIyrDuKjzyQO+O9Io6YGSD60o4ycevekKknJAHHelPMh5HtSbSUBLDk460AkDnoKCAXBHFIB0xjPPFLnCFT/AHqCAAx7UqttKnHrxSKSEHA74oVyuB26mrlm58i4XI+4TVMuQCM9uQa0vD+gan4n1WPTtLhaWaQ846KPUntX1X4D+HuleAdNT5UuNVkX95cMOc+i+grpppWmOGGcH9fSmSEM5GBlRzzTkXzcIq9+MdvrVxLFd29ySfSrSqqjCgAe1LRRRRRSFgoySB9aqz6la2wzLKoX1zwKqx+IdMmk8tL2DPvIKu21ylwGZJEZRx8pzRHeW8mcTx5zjG8VVm1G0aQKHik7EB6t286TZ2jHep6KKKO3NZqyJGzOdjE5xxVuC581tpXBxnr1qVnCoX6gVELuEpuLY9iKes0bdHX6Zp4IPQ5paKKKKKOtQTWqSL8oCtnOcVTkhMJJYYXscdKjAZ9w8wYbkcd6WOR403IRlTzjuKzfE/hbSfGumNa3iKtwFPlTqPmT/Ee1fL/jfwlrngXUzbXcSNbSHMN0i8OPr2NceWMgYucuWzyaRVPlkYBwexoIbI+Wrcu77DEpAzlsfTNU8AN93P0NLgKT1HXgU0DB5yPSlZSW5POcYpSvzHkAAdaAuSmTxR1PKnNJghWAHSjPAI696cfmVl70YyNnqR/Kk7AEetAz6dKdjGSyjmrFrhbS5fjbjFW/DfhrU/Fmsx6bpsJklc/M/wDCg7kmvrDwZ4M0vwBootLULLfSDM9wRy59Pp7VvuSxXLc9z/Wo1OfmX5sA4+p71agsi3zycZ/M1dRFjGFUAU6iiimtIi9WGfSkWTf0U49SMVj634s0bw/Hu1C8RD/dBya5Ob4zeGkJ2zEj26ivK/GHxl1XVbySHR2a2sx/F/ERXDXXinXbyE29xqEzRNyBuqhFPeLGZUllQqOWDGtG08Wa7Yo0UGp3CI4wfnNQPq+sRsrPqFyJAeP3h5psOr6sJG8rUJxITx+8Nbmn/EXxVornydTkdoyOJfmBrp1+PvitfvWtmwHUlMVe0z9oLV0vlGpWVs1vn5vLGCK9p8P+LLPxHpa3tiySqRyqnlfrWsL5dxVkIIx05onuVZHSPlgOecVjalq+l6fCpvdQgiJ527+1czqHxJ0G1sLu5tLpJntxnYOteY3fxz1yUt9lgijhH3c1iXfxb8UXTZWcQjHRKzX8f+JZmBGqS5I6ZpsXxB8Uwyrs1a4D9R81ddo/x38S2ZRL2GK6QdSRgn8a9G8NfHDQ9Xk8i/jaylzj5jxXp1vcQ3cCzW8qyRsMhlOQafuKnDDj17U6iiigjIwaqzWYIZoTtfsO1VGV0Y7hjIweKRMwnnHyn5Sai1TS9O8S6bLpmr26TQyDjI5HuD2NfK3xG+HN94E1RjsafS5ifIuMf+On0NcQm056DipBGHmEanlu+asahgXKxrjy4xgYP51VKMvJ6detHPPBBAPJoznuTx6Ujcklj1obBJOe3SlBBOQeBQRypGeuaGzvfI5pOfLPQira2LOgaSRYw3TcetPXTyWIW4iPcZNRNYTq4Hytx2NNe0mBIKN+XtUsdhIdryERKB1bvVvT9Muddv7fRdIt3lllccgdSe59hX1j4D8Faf4C0BbWMK97IN1xPjlm9PoK3SVkZSpyWak2llkxy7/KBV63tliUEj5hViiijpTBJuYhVJA7+tRtHLKMF9g9qxde8UaH4Wt2mv7pA4HEYOWNeMeKvjtdXpkttHt2hiPAkz81eUX+r3+rSGa9neVy2SWNVfLjMBw2188D2p0QZlCKBn1bineVvjaUHlPQ01ZZEVlQ/I4weOKUMY1ZQFkYgdR0pJZXllRpST04HFKGEV2JAMDcOtWtRtlVlnRtyTc/7p96ryIZIvkZUdB8w7Gonj3bQp5wMiuw+Hfiu58LeJ7bLMLO4YJKhPHPevoLxl4oi8MeHjqaqJZZcLEo6MSK+fNR+JPijUxMJNQMSSEgLGMYrnrmS7udr3F0zycE72JqFd3kyHIUMcEetV3jBAAOB1OKekbTbVjG937AcmpY4SiSo0R3pzk9jSWkQnulXcd20kn0qOTaV4Y9cBelR7MoRjawPcV0Xh7xz4h8Nyq1lfyeUvWMtuUj0r27wh8b9M1gR2usxizujwXH3DXqEM0V3CtxZzK8bDgqcirKklQSMGlooopksSyrhvzFZ0sTB9jAY5GajBMZBGcj1pNS06y8SaRPpepwrLDKu05HQ9iPevkn4heBbzwNrz2sql7OUlrafHDL6fUVg2JVneQgFkQn8apkl1DN1yc0gyVAzxmpIkeViFDMasCyRFHnXKhuyjmo57OSEochk/vCoSwLEqBjHWgY2MDknHQU3AZQc04sSqk45HekTAcE4AyM1fu7eW4m3xEOmBjB6cVENOm3fMyp7FqjaCeJSWb5d2NwPFAup1kIExHPrTGM9zMiAvI7HaoHU19T/CT4ew+DtDXUr2MHVrxQx3dY1PRf8a7dnaR3diadEu5lC8PgkCtGCERRqDgtjk1LRRRSFQ3UZpk08NrC0s0ixxqOWY4AryHxx8a7bTjJY6Cvn3AyGmPRfpXgmraxfa7etc3c7SOxJAJ6VV2GJyvBJ9aarKrMM/nTG5yy5PqK0Yfst1pbAkx3cRyno49KiRdthIGX53Pyj0qKPfyqso/3hULZJG7OanllMzxZxuHAIH86LmGRDJuzuQ8kcg/jViO1abR3nVCyq+M56cVCge4R4o7ctMBuJHUgdaLWCW6MgjRiUQseOcCpbUrlZXIO3+HPIr1H4l6m48KeGInc/NFvb8sV5ZLh5chcd+BTlh/0eR5VZcDKE8ZqBZcxAHH1NNG3cQuACu05qaG6NkQLf5JFGN5/pW5pkVrrOny2s8xivT80T9nPoaxIkeylnMg+dMqc+tMASYPIVxsXhQO9PikEdvIuAWcbct2qOJY2jkVm2eh7fSonQMo2ZGOnrXVeF/iNr/hKZFhuWltQcGJ/mGK+i/BXxH0jxfbqiSpBegfNCxxn6V2eaKKKKjmhWZCD17GqEoZWVZPlJOB6Go92H2KPvHrms7xV4YsvG3hufSr0DzgMxS45R+xH9a+SNT0e88KeJJ9L1SLY8ZKHjhlPQisq4iaB8FMLnIPY0scDztgcDJJPYVNJNHbxNFByTkFx3qkBvPORxyatWMu25EbtmNztI/rUM0Pkzyx8HaSATTCeOAORnNLgCI8Hg4pv8JAPApxxuPH8NCPInKseMZ5xQGLcuxOD1NWrA7mNuxJR1LY96qMNrP8AlXs3wM+H41S9PiXVISbO2OLdHHEj+v0FfQE83mN3GentTI127VDDk5z7Vet7cR4kI+cjH0qxRRRRWN4j8T6b4Z06W7vp0UquVjz8zV82eM/ilq3iqZooXMFkCQsSdxXBlGBbcrDPUHrTOQflAK+tXG064XT0vUIMTMUOGyR+FVtmxMHGfQ9abzgjBwO/am9eVJA7+xqwJ9yJ5vQfxCmvCysHBVgeoz2pZlKErjIHAB6gVFuJ+U9OlSxXUtvHNbBvklUZyM11vhm2m1DwfrMNvBvNuVnJUZO3vXMQXLWdz50BKuQQWPoeMVNbXMllLI0Uu13UqcDsal0LTrjxDrkGmW0W6WZgBt7Dua7T4zW8lhrum6aCPKtrNVUn171wAuMQeSqKJAuS3rQ8txtVZnLHZgA9AKr7Qq/MuAOg7VpXMFlNp0M1iHjnj/16uRg+4rPMW8q2OGPJqxHJJYsqDHmFt+fT0q5qcgurWCYY80583A6msrLZDL8uD0HemsGIaRg2zoSOlSRQtdBUiXc45wO4pkz/ADbVQlVOCferBtXhuVUAkFQx4/nTILmaxvFurWWSGSNsq6nBzXuvw9+MyXRj0zxAcTgbVuDwD9a9phniuYVmhkWSNhlWU5BqSiiiop4RNHjow5U+hqjMoUEsAp7n0psZZHDKckDketcB8ZfAaeK/Dh1awhzqdku4BRzIg6j6ivmFLyaKMxPhsHbscdKc93LKApwg9BwKqjdtzz9TSgkEZOR7U+3Ba4VQRksKkvGVrqTH981XJHCjHAp4+4+ehOaYCPLJ6GnNygPcULgq/wBBQPlycDkYq3ZqIUluJOF2FU9zV/wf4ZuvF/iez0m3DEStmVx/Ag+8fyr7FtLC00PR7bSbFNkFugUAf19zTlBL47Ac55q1aQB2EzKNuPl/xq7RRRRXnvxC+J9h4TtntbSRJ9SYYCA5CfWvmvXPEmqeJbx7jULh5HY5CE8AVmY5z1I6Ljoat2t2UkImAlXb3HIqs6KspCNuU8gilhllhRtkvHdO1RyZcmRsZ6/WkztQBs7d3arCQRS4/eANjgGpDpdyUJjxJ7KQSK0tD8O6pq8klvb27lkXeAR1x2rL1Bp2u2+0KUlX5CpGMYqsc44OOeav8XlkiiMebECpIXqtafh3xJeeHNP1C2sNu+7TZIx5wvesmNI5re5mmLL8uUPqc1XlXciuDuB6Z4r334JeCxpdg2v3yf6TcriIMOUX1/Gqnx20JrrSbbWoVy1u2xxjnae9eGQnznJDKueCx7cVJsLS7t+SBwT3xTVchSWXAbpkdalhjhFpM7yHduHlr61H5hijIVh84zkfwmopS7H7wJI+8atJu+xM/mDAOADUKyny1TuDkkin/bJ/szW6v8hOWXGKn0nzI7zzYT/A2fYYqp8yEguBuJ4FTy3U5cxof4QCfUVFI0TQxjaVYdTnOajKkoAo+Y/xelel/Dv4r3/hiRLTVC11pjYXrlo/cV9IaXq1jrVhHe6fcxzwSDIZDnHsfQ1doooqG4hWVDkcgdqziux9/wDD0P0qxHMUbYVLITg+mK+Y/jX4G/4RnxGdTsosabfncNo4R+4rzEKC3BwD0zRyBjpk0HGOR0FW7Bc3StgfIM1WdkMjE5zmmDBf0AFL2yuc+hpeNxH8LDIoBwMAc4pIwSGAHAq3BZ4QS3LbIx2PU1Fd3BuJFCrhBwqivpv4J+C18M+FzrF7Ftv75dwDDlI+w/GvQJJC77QuSzZqRIWDbCQSc5IrTVQqhR0AwKWiikJABJOAOpNeNfEr4vx6d5ulaFIGuOVlnH8P0rwGaSa/uHurh3klZss7HOajUEfMeO31qzElvH88svzEdAKfHps7B5YA0kSKWYqOg96ouTuJPCjpjihSqgEdT1xUoaPYvByDnHemAFm+Qdfug0KihGDth89Kkhl8qN/JYhmwM5rQ0TxBqGh6pDf2lxKJYX5BPBHpirHiXVLXWdZbURAYzMAzIOOe9ZDES8Iu3HQYqzaXv2G5Rh/wMeoNRXot2vJHtCwhblB3zUUeDGu/oy8Cup+HfhGXxV4ghjdC1hA++Zu3HavquK0SCGOG3AESKFC9gKp6xpNvrGmzWFwoeCdCjD+VfImuaJN4f8Q3Gl3SGIxSnBPdOxqnKIobgtE2+FOBu70wEvyUO0dOOlGThcKflXOD1p0aSFWVBkAZbaOgprY2qwXAxhieeasWtxbw3kDTIZYYmBIHGR3ra8b3ui6rrkE+iQfZrVoVDLj+LHNYN3a+Q4CsJFYZBBzWjo0Ek1hqVyI2ISLaMe9ZBVomwVyfYUoLl8evrQ3zDLAkenSpA0S25JYh+mKi3ZRBs2le/rXVeCvG2peDNQEtvIXhY/vIGOVYfSvp3wj4w0zxhpa3djKBKB+9gJ+ZD/hXQ0UUVTmt1VmZR98/karhmjJBP8XAPY1m+KvDtt4y8J3mkzgGR0zE5H3H7GvjTUNPuNJ1OexvEaOe3cowI7g1XPAILdOlDDqMEjIq3Zn9zcuDjAHWqa/K3TPejg5JzkmnxqZMADJ6AVOLQCAedIEKHOOpwakBskfo7jApBcxRsRBEFJ4y3NVppnmJLkknHWvQ/hF8P5fF+vrf3cZGl2jhpG6b27KK+pJ3G3y4wqxxYVQOnSocBdpOcgZIq3aRhszNyx4H0q1RRRXjfxe+JY0yB9C0mUG4kGJ5VP3B6Cvn0IZi7ysfNOW3N3oRW8vargHuM0w8qcncOtSxr5mN8qpk4z/WpYbueyaeK2uGCSLtbb0YVTX5XKyEtmpnjAhjZRkHrioWRcgnPPrUibo228YIyDmrM7QyQx4U+YB85HSq0bhH3KA3saAzbcMh68kVLPMZRHuUfuxgH2p9tJDLIftbybdpAK+vamTRRjdsO5RyGqIgscIPcZNXdH0241jVLfS4Yy0sz7QR/D7mvq7wX4Qt/COiR6fblScB5ZO7Ma38OY5UjBB9WFRhZI0wUYAtnPpXBfFX4fR+KNL+32kSjU7ddwI/jX0r5qcSQO0U0ex0cqwZcHI7UM7tHsAwSegpHjxgmQ5IwRnp9aUM6Bm8zbxjg9qiDh4/LL477SOtKgBWTgjAyRU0yJtgkRuWT5l96RI2mlEcQIfHGeprUupmstHi0yNzHJK3mTkdfYVkxwyM6KMsG4AzW3r2j/2A9gZpFeSWISGHuo96wnZpJC/QHgDFN3fMTkb8YPFSREKkhbhwPlzzimHC5Y8k9AOxrZ8N+ItR8J61DqVhMQVI3r2cehr6w8I+KrHxfocWo2bAN92WLPMbehreoopCAQQRkGqM0flO2ORjv3qOJvLl3LnaADx3FePfHbwB9tth4q0yLdLEMXaoPvL2b/GvngP1OB16U9sljnIGQRVyzPmxXUWBlkG386p42pu6Z5ApoO4Ek9BWlKo02BI9v+kSAMT/AHaz2YlzuJOe9LjKrkgcUzG0k88V1fgbwLqfjbVktrdGS1Q5mnI+VR/jX1pouj2PhbRYNL02JUihXBOPvHuT71KAWDFRwOcepzSp/qyM5duue1aca7IwvpTqKK4H4oeP4PB2jfZ4XDandKViQH7g7sa+WZ55b65lurmRpJWbc+6kJ3ckj2HrTimAWKfeGetRgDfjGCeoPTFGY1wCh29jSZ2ocdc9RSyRvGi5xyMhjzVp7mD7DFGluVdQdz56mqbNJsAZjjsCKGkZ9u4HCjAI9KkwFjHysec5p9tPAsztOmI8EAD17UzJA2eZhWPfoafLGqTeWjeYOPmXvTAQVC4wN3Q1MYBDH/pAYFxlRjqKrSDykLhuD6V798FPBD2NiNevoh9ouRmEMPupXsyQque+akopjRo3UV4B8bfBL2c6eIrGLETcXKqOh7NXksV0oi+SNVc8Bj6VBId53MwDsOc96GCiNBgFi+Sc9qHJM7vGv3hgYHFAykjROApC/MetNAVYgxbrz0qSz+0SzIIImZwN3A7U6ZZ5ZiXUFnPXPNMM0ltIjLjcuOlTXV/PrV8JruXfKcDJ/lVd1dXYbcbTih/L+X5ssF6Y6mmJgtjB3n86sJbyS3aozrGTwWY9KayK82xMFV7k/rXT+APGl34M1+O5VjLaTHbcwjoy56+xFfWVhfW+pWEF7aSrLbzoHjcHqDViiiq12DgEHBI4zVIqPMDpkcdKnjMFzDJaTorpICCpHDKe1fKXxW8Ay+DPETS28ZbTLk74WA4T/ZNcFu3AnbnGOvanxTvFKHTGanvbdFRZ48GNu3ofSqq/Kg9+avatcJc37uOVHyg/SqTD5FIPPpRnOAg/hxivSfh78INU8Vyx3moK9npgIJdh80g9hX0lpOk6b4Y0tNN0qBYo0wCR1Y+pPc1YdixwTkjkn1zQh+RgzHBA4FOi2l145DYUVfhYumSQeT0qSis3Xtbs/DujXGp3z7YYVzjux7Ae9fIPiLW7nxP4jutWvZTIzt8oP8K9gPTist2QkbQRnkA0zDIM+nWnbi5yWJP1pmcL93gnrTpXjEmVDBcYIqZJAsLr5aMrcbj1WoQdu5UfOOlBHB429yR3phZSqtkll6EelKYw8ZZWwwOSBVq1uLeWAxXGVI+4wX+dQXMYjkKupAI69qUCIQAFT5hOOvGO3FLFFK7KMqCem44x+NOjimdZFWME55AouLiaVI1uCW8tdq7uCvtXY/DX4eXnibWFvLuJhpUDh3YjiQ+lfVFlAttaRxIoVFGFVegHtViiiiqupadbatp09jdxiSCdCjKR2NfI/jbwpceD/EstjIjG2c7oJD/Evp9ayLOe0+1Mb6FngJx8hwRTJ4Y2d5IgWiycZ9O1QRswVoIsBCMsa7H4deDbLxjrktje3hg/dllCdT9Ky/G/hqbwb4lk0mWVZgFDxv6of61u+HprKz8D6lNAqS6pcDYig8qvciuEiZGLCVijDv6Uzdu6cKOBRHw6vwoDcc1K5E5Zs5fd36EVEA23Gzgn8qaGPc52nAxTjISSwJJHQU59q4CqQe5NBJB2E8nvXsHwT8fNp92PDWpzD7JO3+iux/1Un936H+dfQtFFV7n5tpU8o2TVJgrybo2IDDpjoaDhYwQpDqScVU8RaBY+MPD02l3yKfMT5H7o3Y18feK/DF/4S12fTL9GUo3yP2dexFY4IJRcDOeTVmGdUZ4ZMmB+SPSo54TbMuRwejeoqEY/i45rQ0vR7/W7pLTTbaS4lkbgKOhr6F8AfBOx0ZItR8R7bm86rAfup359TXqsspjRYokCRg4VUGABTduQH5LY596R42jQ7gdpYHPrQ3AcBhuHQAUKQqM2Rjpn8KtWWBbhe/XB9DVmkZlRSzEKoGSScACvmz4tfEJ/Esz6RYAf2fby5Dg8yMOM/SvL4gViMb53E01NsUuX7nke1Ep3MwjyVPJ+lMQYxgZwc5rtLrW9C1HRLa2l0uO3vIRh54h94epqla+GIdRVntNQiD5zsfjitFvhjr32Nr1VjltwM7ozxXM3thFYW4E8hFyXwUA6D1qjHP5TcKHGP4hwaI4WkfKj5eppkLJHNlkygOTz1FWr37LJemWwDeQQDsfqD3qIypLNmYlsjO3tToAN5/d7ywwu3qKY8j7drEqV6Z9KbFNJG6lWJOaJGkmnVFBMkpwFHOSTX1j4A0aTQvBmn6ew/ehQ0i57nnFdoBhQPQUtFFFFcb8SfCNv4p8LXSmIG8t0MsD453AZxXyrarH9o23I2ojHf6nFS25gErMxZoy3AJ7VZ1DRXii+22ZE1k4yXUcp7NVDTNS1LSdVivdOunguIx8rpwRVrXddvfEM63OozefdfdMj9SKzoWa3cSRylWVgBzirupSwXix3EMflMw2ybehI71Vit45bUt5m2ZWAVG7io1tJp5lto13SuwAwK2/EvhG/8Ktbw3237RLGJNi/wisNGO5VcEHP5U97domwwAJPHPalZkTlmy2McVc0e2tL+4a3up/JLr+7dugPvUU9kLRivnpIN2NymqzMY5gUYo/DBgehFfUnwq8dL4t8Prb3coOp2gCy56yL2b/H/wCvXoFFUEYC7fcdwyahkKyzSqDgjkEdxStloN68kDmlgcnDAjOMnHFc7488D6d4/wBEMLhY76IZhmxyD6H2r5P8ReHNT8LarJY6lbtFIhIVscMPUGsvdncevQCr0J+12jQSY82PPln19q6PwL8OdV8aXg8iMx2S/fncYA+nvX074W8IaL4J077Np0KvOBl5mA3MfrWvNIzSNzyCCue1Mk3Mu1ex5qdX8n5j949B6UpjluRHITyOg7VAEOJOR1yxB5NOBDtGuwjPzYrQhQopz1Jz9KkrzD4zeMzoOgDSbOTbfX42kjqkfc183KsjShdrMD0I6mpLuKWJY1kwsvXg/wA6rSc4fdknqMUsatlirAr2FOjCrI6zLsOPyNNjkZX+R89iKfBMEnUkkDvtNdBH451uw0aTSbK8kjtJDkgHJP41zUkjtJumkaRz3PJpYVLMBxz61ciYWCyh41kldcL82Qo9aoNl+GUAZ59qc8SRjiZCx6Cp57ZY7W3uDMrFwcoOSvNRQvJbz74XIOevengS3VyfLPmSt/D60s1jNbviYrFKD0LZruvhN4Xs9e8ZL9qkVxaL9oVAOCf/ANdfUMKFVyygMfQVLRRRRRUc43QuPUYNfIXjPRj4e8aajaspMJJeP02nmsENEZlByBjJK85rsfh/fJLdahoTAmLUYHVd3ZgMiuOCi1uJFdGyjFGz7VX2q2X25JOR7Cpkl2WxgjXmQ8tjt7UwlkBB+4p4X1NEZwNxJ3dBirCXU1jeJLC+54iGB9/erGt6/qPiG++36hcPLMAEGegHbFZok+Vlywb1I61raJp9x4guY9Nt43M/JDgcADrms27jWC4ntxy8T7S30qBnIT5T16kdjTo0Zycc5GeaYxct8pGeuMV0XhHXbvwv4js9QidkAYbwDgMp6ivrvS9VtNYskurSZZEZQTtPTNWZvM8smL7w5x6+1Z1y20+fGcKTyPQ9800gGLf0PB3CnBvJGUBKORnilJWNxIPlVxgj3pVZllyPkA5z6is3xL4X0bxjpn2PVrdWYg7JhgMh9jXzZ49+Ees+D3NxbI17pxPEyDJX/eFefRO0Um8HDLyM+tfcVna2Oj2KWGmxJBCnZR1ppY7w2OB3PcGl2gxNgkZH3velQ7FbPO7OTSg4Q8EnirlvIi24CHccZANVQhdyIxnLZJPtVy3gC/O3JyasVS1bUodI0ye+nYBIlLcnrXyF4t8RTeKvEt7qE0hKM2yNSeij0rHTzFOFYlc/eHao2LSSOz/M7HPWllKhAA+QR09KRMDDHBVDnFPkk8wmUAMzdKSPyVjYspSXoKRQY2yFJHqaXaTF5gCBQfXBqNySwYAkE8+9OYgjcBtB6UgAUksNx6U6QoCAAcEdKWMogdioJIxyP5UjSFVVEORnIPpUz8ZPy7jztxmogSMSI2GI6IeRTWfcoMjFiehPUV6/+z1YyTeINTvyCEhgEYPqSelfQ9FFFFFFRzNtiY+gr55+POjpDqFjrK8eePJfjHTpXk7mIL+5Yl2HOOgFbnga5+z+NtLlc4UTqnr1qT4hxrbePtTt3gWONJSwUcdeawLaKeZJTGgOTyAeMelEKGacW8YIJPOTjFTXqWqRqIXZyuQ6k45qoNn33YKMY9a2dE8Ka3rtvNdabYXE0EIJkcDis1bcky+Yu3yxyCec1CJETDP8wPG31r0D4feJNJ0jxB517AbW1kXYXU57VyPij7E3iO+k0/LWskhaLjnGayUUHIUZyPXkVaZHisUaRQCxIGOoFJb24lm2tIqKBne1OuvJlKhJW2xHHI613Hww8c3Ph3WvsssxNhMcEM3Q19O2N0l7apcRkNG4yrA9ac8CMWG3hwc/WqKB4swNnaVxn09KVldIVZlIBOCO1IylEw2CCOpp0fzqVHJX17VDgsTuznGcVZa4Rw8c6K8JGNrDINeV+PvglYa4raj4c2Wl5gs0P8Dn29K9Mb7wOOSBmp47NpMM/AzyParSWka56kE5waGtImHAx6YqC4tpAqlWG1fvH2pkW0/vAu0upCrnoKWBB5jBW+cjNXx8q/SkRiR83B9K8J+OPjJmkTw7YzZ43TkH9K8OjygVSqvnkeop6yMoIUkZySTTUPBLAgH+IDNbOgS6NYa/azavBLc2KnMiLwSKr67Lp11rd7JpdtJDZFyYkPVRWcoaNsoufeldi7/MTkcigvuVWDnI7GnggwlHXLsc47CnCWRoxbceXnOPep0g220q+YoPGAec/SoIoywLO4AxjgVY0uxudQ1OC2ihaUlhuVPSpdZt7Sw1ee2QttVsDdzj2NdLr/w4uNE8F2XiUXIZJwN0WORnpXCI3GCuFzwRU4yMjOQ3IFRsCrfvMrg9e4r6O+AFqYvB13clcefc8H6DFetUVT89oppskug5x3FWIp45lyh/A9akooproG6g1558X9GGo+BLzC75Lf8AfJx0x1r5gi2PGvmAIB/Ev8jTlElvcxyW0m3ZJuVkOCCOc1o3tzP4hvIzK7y3jkJu25Mn/wBevRPEfwml0Twbp+oJdeUIl829WT72T0Aryya8je5nkRQrPwuBUZheOISMAD0G7r+VGCyqPLGe+O1dx4b+JWraB4avNLthDHbFSEfb8wY8VxRkacN5uSzkseetRlRHguhPGQB3pJZfNVBgqM55PenOvlW6b2bzGJOeuBUUbFFOG4bjFdVo13ZR6XcPrFqLhIwPKxwcn3rBupLe4uTJaxGONjjaxzgVHayyW6yHyUO9SBuFRBgHVwNuR0HY1738E/G0l2jaFeN8yjdEzHr7V7XVW4i6tj0O49qhmuVeFomGWUjpUa+ZIm49CnHuBTY8gNKnCvwM+lMjYBAxy2DTmU4+UjIHUjgn3pUcxsCrHNXo7VFALDJAxViiimuQqMW6AZNZrnKg9ApwPpmrFqmJ2O3ovWrlVb25TT7C5u3OFijaRifYV8Yavfya1rd5fSMS08rMCT0WqxjtnUN5hRxwA3SiSynVw2AV29Qcg1BuUPsbIA7U5EdmBQFsH7tPZ9rs3Ifv2qEyHO5eD3qaNTI6qAcngDHWm4CuU6MDzzSAsSCOc9fWnnAHzKQR155ppkZTt9fUVJFEJJwjFwueT7VdbUZrO4Z7CRognCOh5rNaV55lkucyF5AWbPfNfV3iuxtLz4RyW88iQxLYxsrt0VgBivmmPRIZFULq9qOecnFLqGh/Y7OO4guobsg/MIedn1qnpmj3mv6nBYWlvLLPMduByB7/AIV9feEfD0XhbwxZaTFgmFP3jD+Jz1NbW75sbSfeonurfOz7TErnjG8ZpFVYHLMD83Gc5pJhF5JYY3DoR15pIpCqrufK4/H8alMvAyvJ5xTt+4/L+OaXcAMnt1rF1uAalpt5B95HjZcfhXx8sZsb2eGSFW8p3Xa3bnrUaOqI7BQXYYGT0qTStUk0nV7W92mRbeVX2n2PNe8/FjxrZal8NrcWEm7+0trAdwB1H5189WzmCWKUx7ijA4PIJrT12Yzay138qvIASij5U46AU6NJIbLzo5Y8OSJk/i9gKpIyvE8DjCkhgR1FNfFtKNrFlI5yO1ILjhQMSKO2KY6gsoX72en92p7xdlwEUZKqAaZ5JLM+Dgdeat7mk0eWMKxwQcVm28rOhiZiqjlR3qRsBhtYMB0BPSnKhV+ikY/Kr+k6vPourW99DIweCQH5T1HevsDw3rcHiHQbXUbdsrKg3ezd61GUOpU9DWdcRiObplgucjuOlRo7JDtycqSFBPUUmAYAqZ7BRTjGzKijAxjBpCApxnlTg59ab8q85G7PzemPatiiiiq00jnICnZjnI/OqcpWWVPlxGp2jnqfWr1qoEOQcgk1PXnvxk1/+xPAlxCj7Z74iBR/sn71fL8E6R7hJFuyCFPpTZGQxKoA/wCBDmiKZ4VIGWXjKmug1HStLg8M292TNHeSHlCP5VgxebGgliUKoP3vQ1dtrm0lid72AmVc4ZehPvVDgkHaFGTxilJZdrxs2KR3DDJI3Hg+tRD5WBBwe4PWnkb1YhSRnqe1JtLDczrkdB605XDJjcwPfFJteIYGNh/MVfTQdbeyN/Dpd01oMFpxGdorpNW8e6/4u0m18OWsMkqKqx+WgJL49cVRn+Gni+3sjcjSW2qu5kQhmA9cda7L4IeDBrGp3upaohe2tMRiF+jufUe1e/Weg6Tp1wbiz062glIwXjjAOK0CQoJJAA5JNfMvxS+LmpaprVxpGg3b22nQExtJGcNMw4Jz6V5O19euzSPd3DMDnd5h617H8GvijfQavD4c1y6ee0uTst5JTkxt2GfQ179ePZWKbry4jhRzwXbANRJrOhSKQuq2OOmPPUY/Wr0DRSKDC6yRMOGQgj86d5XlKSueuTzRCSxcHJOfTiqrx/Z5lDbSrHJNfKvxFhOn/ELVIYWCI8m4D1B5rlzF8kaQLJJOxPy4/lU1zp17Yskd5aSwBlyqyoVOKdNqNw9rBaSPvig+WMZ6E+lQRKVlJMaEhs9elPkYzzBtoWRjye4q/qf2WFUtY4njuUALsx4NZQjWZ2KjHPJz1pI45ZD5USvIzHAUDJqy1k8K7Lk+Xnrkc5rY0g+GbZw+pm4d+23oKy9Uaym1KWWwdzFnI3+lV0jd0Lhlwp5BbGaRrtlk2pyB2FROAQMAgk9RSrCckrkjNSR7pHQDIHU8dqfeRRuD5bhk7YPWvavgB4id1u9DmbO395Fk17rVe6iZ1DIMkcH6VUYZulUqNpPHsRTEDJMuF+ZeR754q6LQEHzDnPpTmtImbJz+dQNYkZ2tuGc7TxV6iiioJmA3KWwxGQBVHYz3e1cbR8y4961FXaoUdhS18+/tBam0ur6dpakFY4jIV9zXkltCxdYtoYHj6Vflj0i2crJvmYc7V4FStrNnZlPsmmplhkl/mpvibUH1O5guhxbGNVUDjae4xWbAgkSVQ2MjK56Gqu4bgHBUd6lKh3CKeCevTFSxxJJKsTEE5wGHSoZI1jONuGHGDTCcnJxn1qeOWYQSQxMqb+TnvUDR/MMN9e3NPEbg4jeN8jrnpTY3jt7mJ7lQYy4Jwc8V9R3fxB8J6V4CSaK7t5YzaiNLVCMsSuMEV4f4B1WdNW1WLToo4by7tZFt5OMq3Xj3rJ8Pt40tvFlu0Mt8l2kw8wzOwXGed2eMV7H4n+MGl+DdQaz0jTLa6kfD3UkTbVL9+nWu68BeOLTx1opvoITBLG22SInOD7VW+KniU+GPAd/cxti5nXyIfYtwT+Wa+O1B3bmY5bncaCmI9wfPtjrU1rI1pfW9wn3onV8g46HNdZ4+8fal4r1SORpnSKGMKiqcD3NcW7SE72diT3J616T8I/H934Z8SW1je3Ej6Vdt5TKzZEbHoR6V9UTOxB5AjxkMOc1Wib96GV87Thsd6uOolO5G+ZQRXhPxt8FzzyR+INPtmlkUbJ1Tk49eK4z4ba1o3hvX4r/XyxWNSsUYTcyv6mk+J/jZPHGvwvaIYrS2UpGT9489TXGzrbiTMEzOMDO5cDNC4JUbfmI6g1O7ZCOnVe/qfWn6jcw37iU7hKVAc9mxWekbPIqKQuTgEtgV1nhvxHF4US6kt7WO4vipRXkGQme4rAknl1GeYzybnkO8lvWqiQeajYBwOCev406C2lmRyiFlXrt44qSSARjG4ZYZABpkC/MAQpwPWpMrDIromdow2Kbb5a4+bhd2SM9quy3waMwRRIiZzuHWs9otgGeQemK6T4day2h+OtOuQxSN5PLYHoVPFfX6sGAI5BGQaXqKomII8qsCxPzA+1JbrmcB1IYDIPrV+iiiiiimlUY5IBI4qnDC0F0FDHDLmr1FfLvxuLyfE18sAot0VcjjpXE2+y0jkbzFd5flyOw6VDbabPqM7w267nC5HzdhSfZJlBMmURfl+Y96mhnU6fJby7XwwKNjoaqKzKcjjB4Jpwy0ZPGM9ajOSBtyB3ANTSxYjSeEkgnDA9VNSLHc6jPFbQrukY4UY6muj1T4ZeKtJ0oald2SLbEA/K2WUe4rlIIJJrlIwdrM20n39av6zoVzpGoG2uJYpHKhsowI5rMaJoQV2gA9xXqHwz+FA8WRjVdWDxaejYRMcy/T2rrfiV8JdMg8LvdaJbustvjES8lh7V4imlapYzKHtZ7eVOQehxWjqXiHWr1FS5muVt1XYN7Hn8e9Ym6Laww0jeretdZ8PfFeoeFddhnWVVsncLPFnjae9em/HW0v/EHhrS7jSYJLuyBMrtCN2OOOBXzkwaImKWN1ZeMMMEGmiUBido56ip7OCS9vra1jYB5nWMfiam1i3ax1ae0LhjC5jJHfFUmUbVyPXIzSqzRtHIhJKkMD719mfD/UZNa8EafPd5MmwIx9cCt29jEZiKIoGeaPtLbNygjI/E1Ru3kjsrlwoc7CcEdeK+O9RE1xql7KyZJlbd7HPSoMl2WJOAeoPap28uC18rzMy55AHb0olgmtbSOWeN1L5IBHWrLaVqSact01hcpARnzXjIBqkpLMqF/qKlhtZb25FvAhZj2UZo5ineOQMrKcEY6U4r5QDMBjqKfb3G2VxGMLIu0gjNJLP5MQgiIUHlmHeqjFum7dnpTCGV8jA7e9PLfPhmODUrMrSfIuMDBJ70tuVW7TzSCrNyemBU13AqTOLeQyIuSCKrQzeTcQzYLPFIGHPTmvtbRrkXeiWNwP+WkCN+gq9UF0cRqckEMOneoIMtICASRk9feroORmloooo60VHvPnbTgADI96VWV3bHVDin0V85/H+zEHiuwuwBme2wOO4ODXlUixbiTkbe6mktppIWLLIy7jjcD2qaOSUrJEZN8eP4vWoFKhSORzzxT5BGIsuTuzgDHFRiQ4IwHToR3puI/91RVi2tbi8mVLaRCT/CxwauWGm61aagWhs5VmQcEfzrvE1L4jX8Fv9r+0XFhGRujGDuHuO9W9VvNAj0V/Iso9K1snKvJEdrf4Vxeo3b6lGhv2tmnQEebHjc35VX8NaAfEGuwxTy+VaK48yUjHy+lfTJ8VeGfDGjx21tLuht4sLFAuTgV5P4w8da74viC2SNp2lg7oyzYaQjua831JNSixNd3EjOT8rMxJNRaleXt5ZWhuMMsY2bx2+tUgsW5ypLMR8uO9JFJyE2na3ByMZrr9N8fa9ottHFp148aRAAIx3Afga6DTfiPpOs3Ig8WeGLG53HDXEcexv0rtrTwR8LteRZLayMbSc4WRlINaemfBbwVp+oQ6hbwXLvAd6o8+5c+pFeN/E74W6xoGt3Op2UUl3ptzKZFkjGWjJ5wwrzJt6Eh0YHPIIrZ8LeHr/wATa1BYafGXcsCTjgD3r7L0TSjouiWNgm1jAgVyowCfWr5YyJtIHPBpFhKyqWwQfTtVHW8xabdPEP3qwuVIHU46V8ZySXM93OrsN5kLbD6560s7I2yRAFkA+ZRxkitrwzoOraodQ1a0tllNnEZiXHAPb613Hwogi8ZapNZeIZFuPs5E0ShR94HoT6e1e2+M7O2fwNqtu0SCJbVtigYCkDjFfHflTWoUSoy59utb/hbW4vDmtx6rKqTbODGwrP17VLfWNauL+OIRCd87VGMUTyFdPty4z1AGO1Vm4AkCgHHc0xRJeuAsYAHU4xip/Jt4JDifL/w7RwKq7Q04QMuWb7zDrmu11j4etoHhaHWLy/gllnx5UMTc49a4gFjIQVOAc1MyBCj7clvxwKW2ldFk2KNx+XnvVcpmXGcnIWvtLwrFJB4U0qOX74tUz+Va9RzxiSJgRnuPrVK1lSDIfg4OBV6NxIgYDGe3pT6KKKKazbRnBPsKpyGZWMwJBPyhT2qxbnenmFcM3X3qaivAv2hyRqminAOIXx/30K8XbJVSqvg9T60hbep29RS4EnYr7jrQUYAjJOeNx4p6b8g4DqB0IqW1t5ri42W6Dc3UE8VPNpVzBbtcSeWFDbSQc1UJTcCuUk7N0xVyXVb2N2C3krArgMGplvrutWy7YNQnibOeXPNatn4u1Bb6FtTSO+hQgskgzuH1rO1nUotU1SS7t7JbON2+VEHyrVdLm4t1IguHXHJI4q9pWvT2kztMWnEg2EFucd61fGOoS6y+m2WhwS+VDFt8tMk7j1Jqz4l0W+03wVon2y3kWch3kY9VHYVyNtKYwFLExOeVYdaWdArsVG0Zx05qJY5GUyqjFF4YjPWnKruQiEls9ueKV4pGcyMxUDocYrd0PxXdaPcghj5asOp5FfTXgrxDBr+iJKHUyDAbBrpiispVlBB6gjrWLqHg7w5qjBrzRrOVuuTEAf0osdO8PeGo2FhaW1oc7SI0wxPp61sQyGWJXKFCf4T1p5AOM9qTgc8YHSvFvib8SrrSb86dZZjxy7H+VeNXMFpqL/bFu0illYs0bAgZ9a6DwH4S0rX/ABTbW+oarbiMNu8oHBk9vxr6VvrfSfDvhm9KWsEFnFA25FUAMMdD618gnWLufVSNJQ2CvKSqwEjOTxX1d4b07UbzwBb6drUp+1ywbXY8ttPTPvXmXiH4K39nbaheaffi9DLlLeRcEfQ14nPYzW88kV3G8cyNhlI6U6ODKg7fmHTitWTzLzSfL8ly9uc7sYBHpUOn39nb2txDJp6zTPwHdvuCo5rwvbNGIkVSc4XjFUowCeUG0+lAV2YrEOR0B60+eW4eNXnu5ZAPlVWbIH0qFd7MMkkdDnilbCqGVt5B6CkblQDySc+lLAm7UbdCu1DIoPPXmvuOJUSFEiAEaqAuPTtT6KzDblZ87CQpwvfIzWkMY4AxS0UUUUH2qOWLzdvJGDninRgiNQwGcc4p1FeF/tFW+RoEw53GZMdDxtP9a8T+dVGS6qThW6igRPJGQRkr3XjNRRSZQLyT7jkU4CNicsxYnihY2ZCAh496mKuFBHyH0z2qzm4jtJIyymNxkg85rPwykFegHOOlKAFGSeD1HvUkNq10SFmAfqqt3qCQGKQxtkSA8ipIoJ7g7IEkkIGdoGalnguY4UFxG8Sn7uRy1RjavzAMrdhXrHwOt5bjX57iVYvJRDuZx19hXoPxE8deFbTR73TZ5re8vTGUWEDdtP1r5mVXvJHEceW5OxeKkjILIkp2BRgnvVk6vdHTns1IWEHOFAGahs7hbO4NwE3cHHsaidpGYl8HJ3EntULKvO4kkDkdOK9T+CerSLr4slJKSAHbngc19JUhGRwcU1oo3ILRqxHIJGcU+iivlv4v2zW/jGVSi881wQHmAqAu4d91NjDxOssLtHKhyjp610mp+PPEeqaMum3+oyzQDjDd/qa6PwHp9tpOnN4p16KIWduc225OZH7Y9RWaPil4ltvEM+qx3wdZWJEbrldvYCupf9oC/nsTA2mQrKwwZFY/yrzPWNWudXujdz9WPaqcN2sONybsdzW1BrGkzWjQTQ3FtK3WRGyrfhWVNbws5WOYbR0YDBIqkGUMVQZ4xk9qJVAICNuI5PPGaT935g3s4OM5HrTWlUOQATz9aCdzDkj3NS74vLZNmR/ezimIrkblO4dvpTmVo2RmBD5BFfauiSmfQdOlbq9rEx/FQav0UmACT3NVYJnLspU7N3yk1bxyTRRRRRRRRRXjX7Q1q8ugaRcLn9zcOD/wID/CvA90rQEuWCAjA96jVjHJ5kblcDit9NHsZ7Bby5vxDKBkxqvJrOt0tZrxbeBiNxxvk6fWmTxGOaQCRW2nBZelSu4uLRRkGSM7cjrj3qqBO7qkn3ScBgelPngMM5ijbeQcZHehiFlVJdiEcE4qsfMSQtHKpx096nu7gyOruuDgbjnIJp1hqd1ps7zWVxsd0KlsdjTZJbi6VGlleUE45PSpJdNvIbdZZoZEiLcFu4rUs/EV7pumNZ6czR+dxIy8GsVk8293yNkk5LPzk0gLpIyrKAf73TNId2QuQQOpqW2tUmk+e6jjUZOW5z+FbHhjw7F4g1aSzN5HD8jMm/jfjtWbdSRxSSWUaDAJUk8kkH1qq7sqMTGRtwBg9RXo3wStpZ/iAsiYEUULMQO1fTdJnJ4xxS0UUV8//HzTBBqNnfA484YNeOosjZYLmMe3WpUCSMFjDI3UbTW34d0NL3URNqbGHToPnkYkfP7CpfGPiaTXrtbWFPJ0y1GyCAcKMd8etcxITtCbdxHTPAAqUIiWirtG926+gomtprd1SZfmYZU9iKhMe9ehIB/AVLC6RjELk3GMYxwRUQM27b5J9B7mrcmi6nCoe4t5IUYZDMpFU5VEDFQQ/wDtZruNV8CtbfDqz8TQOJN7BZFz0FcM6xgAk7cn7uKlkkimcZJQLjIHWgsRGVhHyn7xbmnsERY9jkll5B7fSq53SS4cuRnoK+1fDw2+GtKA7WcI/wDHBWlRTG3EFc4z0IoVAqKmOgpwOQD0paKKKKKKKK4X4t6SdW8AX6KMvDiVPYivlaCR3hTAUkHBB7irlxJbqEXyAr7eSOcVClw+1hIgcN1qONnD7gmAegHetfTvCuu6qjS2GmzTDHJ25GPrVHUNNvNJnWG6iMUh4Ze4qbQ9GvfEF8bGz8sy7S4DuF6e9VJYJba4dJvlkjYhuehFRSqzHzPMB3H/ADmtrQRockF3baujedKmLedDgI3vWJNHDBN5Ydgc4x1B+lOh+zbWd24A6EYqxBdy2w8y2jRWbjJ5xSXF9e3jATyvIBjknpUU+YmzE+D64pA8hcbwd2MgZ60OImceYTGG9OcVYvxp8XlC0cuCBuL/AN6q8ZXAIXH0qfTppLfVbWdWUFHBGTg9afqoT+2Ljyo8qXyc9qqq0SSlpoXYbPlwehr3f4BaHssL3W5Uw0jeTGSOw617T0pqIF3HOcnNOooorx79oAxjw/pwZMuZzg98eleBtIpkAT5QowQO9TWd5Hp96tyIvMRTkKwyD7Vqavq8upWKPB5dvbhvmgQ4wa55Szud75JHHHekIdSdw+f3708F2K9GGM81o6vqBu57fMSxGGFY8L0NZmxk3NkoG9ehpN7BQsezOetJm4hfeNwbsfSu1/4WLe3Wgx6PfWUcsKrjzMfP+dcjex2z3G61gIU85Y1uW/irUIfC0vh+RybVjuUehrCEfzFDGQSOM03yMw+Ychen1qIE7vnO1cdSaWby1ZhHNuXGAwHJp9vElxqFvbxb2aVkAP419saXEYNJs4SMGOBE/JQKt0UUUUUUUUUUUUVBeWsd7ZzWswzHMhRvoRivjTW9Mk0LX77T3Rh5UzAcdOaqNFJDtYkYYfdY5zmk+4CWLKpPUjvQsUjHIJbHOc10mk/EDxDoFubayvNkZGCCvIrDvb/U9dvpLm5mE8uCTj0qok0kE++NmifH3l4zThHJMC/m5brwc5qvyMZIJPTinqHG5gAVHqOKcroxJ+8D0xyBSsoyE5CnoG6E05VYkICGPTA5waczKCqp8pwdyk1PomkXXiDWbbTLZS0kzhceg9a6Dx9osPh7X00uOVZGghUMyLjBxXO2VmL65SHzQhfoznj8aZd2YtZnSU7nHAC9D+NQBcMPLVueqCprcQwz+dMu/ZyF960Lm2tbhBeQPIXmbBjx0Ppmq8Ntc3t/Bp9tDmdyEVVXJJPrX114S0aPw/4XsNMjAzDEN59WPJP51tU1W3DIBHsRinUUUV4L+0HqhW+0jT0b7qNIwA7njr9K8WjhYpgSAbjjFEiMpVGl3he5YYB9MUscfltteQbWHPoKe0XlSYimDAc5HpRgdWPzHo7Ux0DEv5owD90HrRLG5Acr8p6b880xkyuSCQvvkCnEq0aJtH1pGJZFBY/LwBjpUgO1NipgDknmljWRz5SIzbu59KURsjgcOCcU+VXtLgxTEJIvUHtTJJmuIjxnb904wBUC7scoowOSelOWMFA3y8tgg113wt0Z/EHxCsUcDyLU+a4A4wtfWgxjjpS0UUUUUUE4ooooooor5/8Ajn4eFprVvrkUbLFcKElZem4eteRzKu1dznn7p9KGkYKqOx8vBxleDQjEsqDG0elXFMEzNEkWXIGOcjNVI1mtXfYoRz8rN7elRqD5pJ5Tv61KEgiAmj35LcZ4NEkrzN5ghCg9SO1WtN1CzhLJd2bTL2Ktg1AYhf3bLaQeWnJGemB61BIWVsSqu4cAY4pIYScvCdh69aaZCMq4Kyn+IYIrT8Oa3eaBrEWoovzxZ2kVW1fVZ9c1i41SclpZmJYE5xVS337XYEiUDAGKcjM8oLnDAc56E09pRkAR4PUnPelRDIx8sZYngqOgqTz3hUJyHD4wOQTX0V8K/h/Z6PpkGt3kYm1K5Tcpcf6tT2HvXp1FFFFFVtQv7fS7Ca9u5FjhiUszMcV8f+MNfufFfiO81CRm2PIRHGGzhe2KxlVjg7BHjg5bFK8StMFjXLFckk0MVdDliSO2OKYjSq2dyKT2xU0dwA22ZfNxwMDgVI0MM0RlVljI/hbrUD+c0apJ9wfdGetId4UqFIHBAoG5kc7SpJ4GakVBHaMu4MznOS2Sop0jqbWNVmYnPIx1NNtpZA8mwMPlxz2qApJ5m9W6VLM5eTfKQzngnqaN0kiZ2qqgYBPFI0aoyq5CY6kjrTHCqrjzVZjyPQV9CfAXwt/Zugza5cR4nvDtjJ67B/jXr5XIABIHtS0UUUUUUUUUUUUUnbmuf8aeHofEvhm5sJcbtu5G9GFfJ93YTWN3c6fOm2eJ9pU8fjU9rDaLayi/8xShBj28hqz51iSd/s/yqfumlixHOGlVgM8lO9NdE89wG3KT0J5FWmt7X+y2mkuMShsRxgZyPrVKIJPMI2yv93JxirV5pt3aIquAYm5Dq3NUeG+VW4P94YqeO6lg3LAvLDkjqars5dtzor59DUwhIH7wSKgGRx1qEw7FLNhU9W5q9HA8um7yVyG6qKpIis26PDOp5HQ1LI0zsJBjPoKs2unyzJPJuULCm9i/GR2xVDeC2GTbnpjPNW7WWS0LOA+GBDAnp9K6HwB4cbxP4ws7T5zAj+dKwPYdjX1pFGkMSRRjCIoVR6AU+iiiiobu7hsrZ7i4kWOJBlmY4AFfNXxN+I03iq7bTrNHGlxMRuBIEn+NcObKTYbuC3Mdrjbk88/41T8lnBUOqjqA/wD9erdxo15aaZHqU42xSnEZz1x3qmFeUru25PZTU15bw20y+RMkuFDEkc/SnSWiGNLiR9qMM4U81UkMYKqqNgdNzfrTxKYwNsitt6CpxMZcDcm4d24xUSzRuSNmGHVj0NO327AFiE7Z60wC2H3ZDx0JWnAGVDhhnsTxUbQyqcFmUY6r0oPlIcFWf0c1Giq7ZYEfNwatXrRTzfu1IYADJPHSr/hTw7deJvE1rpsYULK48zHZe5zX2Hp1hBpenwWVsgSGFAij6VZooopCMilpDnsQKWkUADA6UtFFIc9qUHPbFFHeivFvjT4FaaD/AISTS4CZIx/pKxjnH97/ABrw1ZftIT52Axzn+Fv8Ke6NHkN90jPP86nEMUunzSNMqunIUdWrPZ48oeDgcHuKl+0IVIKgsRgY6VJLZsLCO4P3WbC7v8aTyZUtlm3koDjbuqGSNMbimSexpixnfgY+br838qSUhDtkAXHc96c83mBQZM7RgAmlRGkwm7A9xkVaa7a3iCwjnpjsarTESyrIDjHULwKcbZvJ88EmPPXPQ0nnSeUUjJy3B2nORVn7K8C2rvhMkEHPJ57im6pJG15Mm85Byuehr3z4E+Gm07w/PrNwhE9621M9kH+Net0UUUUiggYJyfWvHfjz4jNlplnpEL4edi8uDyF7V4K08jQJGHLBBxuHU1M0ph04QtMWyxbYrZAPrVNiFdJDGWbjBPNauua1c6nBbQ3UhVbddqIv3QPpWcybYFaNh8wwOxJpIWWCVJHj3leSOualeb7dKCF+YnlVyQBUUkUqttVVx6YzSpLCHZZVDHGQFHf3psCrLNiRsL644FK0KbdicZP404RJwM7fTC5NRv5iuVJG1vu+tNMTBCc4x3zzUkcjjaFfGfWpTK+8h0LMTgFVqVEgLgh8OnRDUUsUgdcx8ZwoUdTX0b8IPA/9g6MNWvo/+JhdjIB/5Zp6V6ceBzSA5paKKKPrRRRRRQaKKKQ8AkDPtS0yWKOeF4ZVDxyKVZT0IPBFfJ/xA8GSeD/FE0Ch/sc5MlrJ1BU/wn3HSuekmWQokoAjHG41CltLdOsMW5s/cx3FOa3mtp/Ku4ShBALCo5IIxKUQEkE/N2q3bObnRri2PzCM7x/9aqLwuNhR93AJGelW764SZFl2bGwARj5TWeR5rAPg57CnrGQMNGyp/tcipkgiVc7vlHcc0x5kVSschyfXpUTFo8DeXx0xzg0JIWYb15PBx2qygcho1kbY3boKtaBaRSa9bwTyIsTZ3H2qrPEpvZgJQ22Q7d3TAroPBfhW48X+IYrcIDbxnfM5U8LmvrKxtYrKwgtoUEcUSBVUdgBViiiiimlFJyRz6187fHmxkTxRZ3OzMLw45Y9RXla/LKW6DrjNN3Kpk3AZ3flQ2TF14zgE9KtabpU+tX8FlYRpJdSNsVd3U1reLPD83hW4g0vUWj+1KgYpC2Rzz1rnYZ3Dfu0f5vlIHzDFagaztNOzAzteucODgBF9BVB3M5VXYIOmc4olLlVXaoU/KDUYVVLHacAcZHFSQ3DLG8YC5cY5HIqM79qjecZwoxyaualA1m1vFNhZjGCQRg4PSqwkaOFlCKSx6k9KligknhMiBcg7T2A+tNuVWNliE5c8btp4zSPAvkFwrKxOPnNdl8JvCVz4n8VRyyBvsFkRJOT0PoPqa+qURY0VEUKqjAA7U6iijOBmiiimugkQqehojJZAxzzTqKKKKKT6Uveiiuc8beFrXxZ4flsp8LInzwybclGr5e1XTrrQ7qfS9UUKYT+7O3gj1FZ9islo6zxziPc2EycYP19KguXnZWaadnyTkk5/KiBvKD+ZvIK9BTFlSNWKMct0I4NAh80ghdp/vA4z9alEEpO3fH9KdgKmGj5XoaY8235VOVPZj3pgCEESSbTnnb3pvkuwO2JyP4SvNSRwTwqJp7do88AsuM0KcfNINyN2HWop9zzbkiRFA7HmpYYpwPNCA/Lxjg1FK0axgop80nJzzivpv4N+H10rwPb3sqf6VfZkZiMHbngfpXotFFFFFBGRg15H8fdNim8I218VIe3mC5UdAa+fLO58pyFiLjHBbvQZFaVpDEzZ7HpTQWZDGEyufmC54p9ndXOnX8d3aeZFcQn5JF4KmptRvb3VLp727mM08n35ZDkmtzwVqWmaPd302qWgvN0BWFSOFY965uRUkncpuQvISBwAKe6x28gUbm45PXFIznG5A7e7dMV0mtaTotl4b0y/sbwz3VwMTRE/cNcyoZicqij26mnZMbLIo5TlWc1akXUtevHmCG4m25cjsBVeAwwFhNbmQjjAOAK2bi5s5tNjhQqkg+YxrwP/AK5rIlgi2NIpL4PRjgiiysrrWdQt9PtI2kmuJAiKvPJr678G+Frbwh4ct9Mg2tIo3TygY8xz1P07Ct+iiiiiiiiq1nMZIyp6px9as0CiiikYkYwM+tLRRRQc4461xHxA8DW/jDTGMKLHqEQJRiv3vavmXUrO/wBHu5LC9jljMLFSGXpUJbMAWOPAHUjvTzZyzRJIWUKPlxu5FNIjhfa24EDjIyKjaV2Q+Wo564FQMzn7yk44GeoqRY5MHb5bk9ATg1HL5hxGyoSvUZFTQhVy0hGR/BjrVh70gR+WDDjj5eKm1DVDe2ltFMjZiUgkHrWU4ifhN7D3JzW/qenafYeHdOeNxJfTkvJtbO0ehFZUQM7MFdEeNcnDdfwq94X8M3PifxRZ6ZAzEyyAyttyEQfeP5V9iWlrFY2cNrAu2GFBGi+gAwKmoooooorF8W6FH4k8L3+lSKCZojsz2ccj9a+P7m2nsL6SxvItk0LbDGvUY9aa5XaMB1YdFQg1at5LeK1nMod7mRcJk4Vfc+tUQpzjO7PJPNPYSMv7ry1AHGAaekkyghsH1PamqIsBZ5hu52gcVv6V4L1XWNJutUt7VvslshLSb+D9BXNo8JwqhmGcHOasxMX/AHSojv0X2qJzOkm0sqsp5A6mmTl7hgZCNx7Lx+lXxBc6bZR3tu80W/Kkof51TikBYuVLk9c96t3FpbmaGSDBZ1yVDZINVLry1YBFbcRzluCa94+C/gWSzT/hJNSTE8i7baMj7oPVq9loooooooooqlbCQnzjgKTggVcOSODilo6cUUUUUUUUmRu29+tL3ri/HngGw8XWEnyLHfBSUkAxuPoTXzNq2k3Ojam2n3scsbR5GCnB/GomkSO2Kw8kcg1SM6SKGli3dsChDAsZ8tpNzdOelCgl1IcE9PmPWtC+sUsBAwnLSuu7aBuC1SaKWVxJ5STKOWKUFUEh2p5TDoCM1IhnuEEMUfncfwLzUbRz2rgPDMhzxuGRT2d1iHmwEA8jA6+9RSrjBYSOMdccCnWdq+o3cVlaWrz3ExCRpF8zMfpX098MPh1D4H0pppyJNVulHnt1EY67B/U+td9RRRnNFFFFFeTfFr4ZnX4W1zRIAdUiGZYV488DuP8Aa/n9evz4C6ytG6iNwcOgXBBqN+WDMAxU4z0wPSp23wosyouDkcCq53DlWGBzgN1qXdHMhJO189BnFQzRIiqzXAB9FToK7TQfiXfaT4cl0BFR7SUFd20BhnrXIyKsUzJsZg33cdK2vB1kt14kt5LgJHBEdzBsfMBUOrrDdareSwQCFTIdpLdaxinln5ssT2Wtw301p4ahhSNCHmJIZc8VnsIb6N2twkci8EMeD9KpErGu0Lh1PRRjNeqfC74cS6/dR6xq0Un9nxnKRsMeYf8ACvouKNIo1jjQIijCqOgFOJAIGeT2paKKKKKKKKpO5jiLx/cJ6Y6U+1uhL8hzntVqiiiiiiimsxBHGQe/pQwJwQcEU0SHdtdSp7HsakrlPGfgaw8W2TCRQl0B8kv+NfMXiTw3e+GtXksryF1dT+7fPDCs1A8ao+Rhz/GucfWluxHFclYo12EDlWyM1V2AsW2yIw53gZFTlbhNssmSh6SY4q1Z6hLBBPbwlMzDa4YYJHsafcXMl3Bb2i2oJjGC6Dr9auvfR6LatBbhftcygPIozs9qhTVy2mvBeEO+75JH+8PWqkHm3E6JbI8srHhV+bI9MV1uhfCrxd4iuwZbSXTbTPzPc/IMew6n8q938GfDrRvBkIe2T7RfkYe7kUbvoo/hFdfSBgTgc+/alopMjOKWiikbOPlIB96FbcOhH1FLXnHj/wCE2n+LPMv9PZbHViCS6jCTH/ax396+ftb8Oa14cuzY6xaNb+jHlX9wehFZv2lxaG3IVhncB6Uxynl7RHufuQeKstAotUmkidCwwoYcH3qtsdcdWB5IC1G8YV8rBg9SPSlDMPl2uxPUKDxV/R7j7LqkTDeqjO4+lUboNNcyYmDZYn6/jSAOqEnPplQBitFNsmmrDIzblclc9BVCUFZvLjjLMOm3vXrHw8+EtxrPl6v4igaC2GGjiZsmQe47CvfrW1S1jSKFVjgRQqRoMACrFIPUjBpaOaKKKKKKKob5IVydh5wwIwaR4x5xaEkKAD8vFW450bClvm9xUtFFFFFGeaKTA49qCoPUA0YAx2oGRnuO1YXibwnpfimxNvf26lwP3cuPmU/WvnLxf8OtX8NXbGHfPa5JR1GSPriuRPmfMjbQwPK9KjRTHKB5oRxxxnBqe5nvpTGshQonA2jFQwRCa4CSMsbE/ebtVuG7jsZpIFDM5U/vQarW/m3fMaCVy/3Acsfwr0fwn8INV8S/v9Vhk0yzxlHkT94/0X09zXtfg/wHo/gyy8qyj825bl7qVRvb2HoPYV1FFJ1HNAUKMKAAOwoHelpGG5SMke4oxnilxiij8aQZOcjFHTJJ4papanpOn61ZtaalaRXMDfwSLnH0PUH6V414s+B0kTPd+HJvOQAk2kxww/3W7/jXklxpU+kXUkGoWstvNETuSRSDmqtzPNdsPOnOwD5Qwxj6U+WFRDAo3lj0KvkL9RS3P7uc4iVwAACGHP4VVIZjuaQoCeQDk09rfYCxkZT6sev4VCwjK9TkHqRtoVQUB6rnjcOpq1DbteItrECZXbChM5PtXtvw0+EUNps1jXofMlwDDAxzj3NezoiogVVCqBgAdBQzBRzk+wpuDIedygdh3qQADpRRRRRRRRUE0gZdoJx3I9Kz9M1bTvE2mx32mXaSxMAcr1HsR2p8kU9u5cH3BFOLvLtEm0MOQ68VZimKjDndxwanV1YcEU6iiiijHOe9FFITg4wfrUeJASA3XpkZxQhlYYdArA888H3FJLaw3CgTRI4HqM1yOrfCvwnq7vJNYGJ35LQtt5rl7z4E6af+PPUZV54Eq5x+VUG+A8jY/wCJtGPYKeKuQfAmyXHnamT7iLJ/nWtZfBPwzbsGuHuLgjtkKK6vSPBnh3QmD6fpNtHKMYlKbnz7E9Pwreoooooooooooo/Giiiiis7V9B0vXYDDqVlDcLjALL8w+h6ivNdb+BthcjdpN88JBysVwNy/mOf0rg9U+E/iLTJmZbSWdCOtt86n8BzXG3HhvU7WYiaCZDnkMuDUKadJHJueNiq8gEY/OmypeNK0kcRDdwq0sWn6rKWMVoDkd0yRXRaN8MfFmuOpS0aKFusk3ygfTNe2eBvhZp3hXbc3TLd6hj77DhfpXoXTgUUUCijoMCiiikYhRk0jOi/eYD6moWu4tpKNuI9OlQPcM8GS2OfWmMWCZVhv6bielfIPhjxPr3gbUjcWEjCPo8ROUf8ACvojwd8X/D/iqGO3vHWxvmHzRyn5SfY1332aKRQ8L/KRwVOQRUIVoNxKHC9cd6ejRtna4BHHXmnxymNiHkyuBjipUuInBIccetSBgwyDmloooooPIxSYwc5J9qapk3sGC7exFPooooooopGYKMk4FVkSX7SJHYsvOABgCrVFFFMMoV9rBh6HHBpUdZFDKcg9DTqaWyDg9O9AyV4b8adRRRUCeck0hkdTGeVAH3anoooqKa1t7kYngilH+2gP86y38J6DIxZ9KtiT/s0xPBvh5DldKgB/H/Gr9rpGnWTbreygjb+8EGfzq7TfLQMWAwT3FROwTCKru2MgDtQjy7wnlEL3ZmqekJPYfnRzx096UgHrQM96TcAcEjPpmoXuVUqBzuOPpVNmkmJxlhkjJHSk/wBSN0jp09OvtTkaT7N8iKC3fHalWzkkILAAdOag1DWtG0aNmvb2BD3BYZ49q+OYNUKqqvbq468+lSNd6bJ87W2xx/GpwRXc+EfiTqnhx4oItR+02anJguGzx7HtXtvh34k6NrsZWVxazAgFXOVP0NdeI4ZQHQIwPIYcg1C0LRbj8pBPAAqMqpcbohyCeB1pVlB2hHA3ep6GpvNmQAsgI6HB5qUSDgEEE9AR1oEqbtu4AjnBpwYEcEGlopMc9aBnvS0UUUUUUhYAgE9elIy71w36U4cDFFFFFFMykS8DAzziiOVZd205xxTsUZPHHFLSAAUtFN2EEbWwB2xTh70UUUUUUUUHOOKQDPUUZG7HP5Uc9f0paTcoOMiopLmNB13H0XmoXkdlAw+MZPOP5VELaeZgZNqDHAWnmKK3GArSP0HejZNK3RdozgKcYpyWSAsXAC5zj/E1ja1410Hw+redcq8o48uMgmvHvFnxru7vfBprpbx5x8p5/E15VqOuXOpXDyTz+YSckkk1lneNpR+gzRIFZlxyGP8AKkCxnd94HnoantLye2cGGaQZ612/hr4oazoTBDdyGIHlS2QR9DXsvhv4yaPqkccd8PJlIwXTlc/TtXoNtc2OpQia1mjlQ8ho26UPbSomI5N/OQGFJubAkG1W24YEccU4TuxQlCcdcdqmO9wSAMjpkc1VltpXYHkMP7pwGHcfWliWa3cYYFWHAJz0q0kquBzgkZwakooooooooopoRQcgYNOoopMndjacetLSfTFRSosrBD9Tx/WpFRU+6APpS985P0paa7bFJxk+maEYOgYdxTqKKYiMpbLkgnIHpT6KKKKKKKKKKQnAJPQVTlmn2khSingetRLLGiAMQQvUd6kjZmJYRiFOgLCpJCAE+ZSM45FIA0zuRkpjC4OBTvKSBN8kxVF5JZsCuS8RfEvQ/D8LrHKtzMvAVWwufrXjHif4z6rq3mRWjtDC3AWMYH59681vNTvdQYvcyMx681WMR2kBRy1IS4bIx0xyKczDcAFwBSKUXBK5wPWnc5CCPG7nrSoxV0JC4IORjpSYZmCsgbsacjyROdnykDBwTxXR6J431jQ5keC7kUqAflbFet+Hvjn5nlxanbrIT1YfK3+Fem6R400DXEH2a+iDn/lnIQDW66Nt/dEKfpwarmK5Vgd5K+x5FIkksTiN3L56HbU4YuuUJVgc4agjGAY1PoQMimG4aJgjR4HY5wKetyjex9DUoIYZUg0tFFFFFFFA4HXNFFBpBu53Y9sUEZ6Ej6UtFM3P/c7+van0UgUL0GKWikOQOOTS896Q57UtFFFFFFGaaXAzyOOtMM68BGUsegNRSOSNzeYpHQKM5qKONI8NI7Fz1LHJ/wDrUgmj85US3UDuSMmrW15VUsAvORnnFR3U1paRia8mjjVBndIwArgfEfxf0TSEaKybzpR/ERhR/jXjHif4raxrk7qs4WIZwo+UD8K4W5urm7mUzzMxPTPSoE3j/lo23PanfIyYLMRnqaRMeZlWyAeMGmtJGJRktgjPWnE4dgBn3NBBPRRngdKd8zFsso298U1trA/OSfYUORndzkY6mgIS28HqMdaXYfNbB4I4pEG0q2/lTkVbt9Uu7O7HkSkd87uleheG/i/r2kuIZblZ4geFkO7ivWPDvxk0XVgsd6v2WU9WBytd7BeWGrQ5trqKdeuY3yRUwgxuw7FSOhPQ1GjTLx5bDHBH9RT93mApJGGAPPIz9aQW8O75Dg+xqZFCkhQoHce9KGOMlSPWnUUUUUUUxpURgGOCfal3r2IJ9BTDMqk4Vj3OBT1kR87WBx1x2pScDJpaQsAQCQCegzR1xg8UcHnilooyKKKT9aWiiiiiimNKinBbmomuhkCNc+7cCkG8rlUXfnqXNReVP8zb357KMCpFUQqPMbgDJXGf1ojnmkO5Yfk7Z4zUgt1L73GW61m6p4m0bRFY3l7EjDqinLV5f4p+ONvbq8GkqobGBI4yfw7V4/r3j3XdcmYy3BYHuW5xXMebJJJ5su4kg87qQgFmyRwO5pWDKR83GOaaquqnK5zjuRxQoHzZjIx0wciiLbkfINx9eM0OvykhVBU4NbNx4V8RWJ/f6Lcgbed0ZrKfz4nCS2zQlf76kVX8xdpJwSx4FOc/OuFGM5GPSpAhzg4560Rqe4BxjijZlT8oDA8UqgkBgq5PXJpT82SMZX0FJ5YK7scDB4pQ4jB2jLLzgGuh0bxjq2iyxS2k8iADs/SvVvDfxxut6w6tbLKvALg4YV6rovjTQ9eT/RrtFk6GOQ4Oa3DBE/zgcnuDTXt8oVRtvccdDULRsMb4mcHhjnv61IJ/KXEqlF7Mxz+dH2iAcpJkd8cin+aSmU7f3hQk2487fTr3pGndG2snXoaj+0yAkMI8j0yc05rh1K5jYg+i5xTDO/G6JiR0YDn8qbi4kBOcBuoY9KRrWRWBSYbByytz+Rphjmdd+5nQnkE9KctvhkZJH46jPNWHkQMQ64/GkVSLfjaDyflPBqNxczqFMYXA7nikitnjHzMAT2xxSo1wm4KdwA/j/wDrUjSO8Z8+NUIOAC3WlMQQ8IQhGeuQaT7QcAK2wY4OABQJzsZXHmsrZ6YqR7lox8ynJ6YFKbvChimAegJ5NCXgK5kQp6Z71IlzDIAUkU596c0qKQGYAnoKQzxD+MUgm3fcXIHfNNebOAGCDuxx+lDSryPNI29SFpBNG68yNjvkYzRIq5AX7x+6MUKjqMKpz3JP8qkSNg+5pCw9KrXupafpkRe8uooV/wBtuT+FcR4g+L+haRGRbE3EvbPAryjxH8ZtY1MMto7wxHosZAB/rXnd9rGoai2+4nJyTlWJ5NZm0g4ztJ555AFPZX3g4Qr0yBSPv4UY5OBwDij95hsMGz1ytIZHCncq5x6mlEp2nKsMkdDSrK+/gZDfpTVLBgxXAzgVZhtLu5Z0ggkkZugSPPP4V6ZbfGvxbbkrLLBKgH/LSMHP41oxfGuK6ULrHhrTbpDwxEfzfqKsDWPhP4hUJd6JJpkjc+ZEOAf8+1Mu/hBoWuIZfC/iO3nYj5YZWwT7VwHiL4f6/wCGmBvNLmKDI81BuU/iK5QY3YYMuOCKX5QfkJ4PHNNUgPgZyD1PNOwFc/MTkdKRYXwCz/KRgin7FUBw3KjkUny4KhuOx9KRvMlQFdysODxgVctNUvLNlaGeVMjBJbA3Cuz0L4sa3o7Kpu5Wj67c7lP516Vonx1t5NianbqQekiHafxBrvdN+IfhzUtoW+WJ27Scc/WuhhurO8XMM0MwYfwsGpxto92VG31A70n2UAkq7AmmNHcA5Vxnvxwf/r0gedBhlIB/iJHy+9N86RSVl+fHR1Xj8aYtxKMk5B7K54b6GniaOVAA7xN3VeSKJNrsEkkYqB94kChYJEH7l1xjgbs08xl2XzECsBncp5/Km+SyTLndI3USYHFGyf8AjmUgn7y8UFYST8g8wj060PHJI2VI4GNrEZoSNFGC7eZjoDmhYSuTINq455yKZutgpCrvOcdKeEmkwUcoAMYNN+zSgANlyD13YppXazB5Fx/dxjNPEEaqxKIh/vZ6/nTVXum1B0G8ZzQ7wq/7xXdiOccqKYbmJD8luJO5CgAD86HuSXDBjEG5IdeW9qnTzHAMWwfhx+FOVLpiS8gXHQAdaesLKeoIPOcc5pwhAI+Y4Hb1pZHiiXfIyIB/ExArIv8AxboWmg/aNSgDD+FTuP6VxOu/GnSdOYx2kXmtz80jYA/AV5xrXxv12+DpaKscfonAP49a8+1DxNq+qsz3M0hB9HOaydskzF3diPck01SCxOQMehxQW6ZcED3o3NggOCCckHFK7jeD8ye2KQEM5yQT27UFW25C7u/D0jGXaoBJ9ic81b03StV1a6WGws5riRgAFjTdzXo+j/BLVmt1vvEt/baPajr5jgvj6etbaxfCbwpHgtNrlyp7/dJ/T+tQTfGmGwHleHvDdhZAD5XZQW/MYryYIS+1jwRk80hVFWMBhnJzTmJJIVuM8VJBcXNpIHiuJInXkFGIIrvNA+L3iDSNsF5L/aNnwrRXQzkfWul/4tl8QhIjx/2FqT8bhwjH+X8q5bxN8Gtd0VTdaen9p2R+YSWxyQMelecypcW0u2ZXjIOGUjBBpBIN7DPDLnApjSAjB3E9eKGkXPTC9wTTsA/KSAh4IA706NjjZkdOGxnNMUlQ4JBbqoNOLcAIGfPYChUZ1KiIAk9WPINSx3F7Buj89lKdgTxWzY+LNWtU/czuHB4IJBz611ulfGrxDp+yOad3VeCrqH/nXbaZ8fIXVVvbWHI6sG2k++K67T/i74dvUzIZYT9NwzXQWnjXw7esqRapAGboHO3+dbEd3azgeXcQyA9Nrg5qXYpGNox6YpklvFJglQCOjLwRTfskOMbBz196cIAvCEqPT/Cm/ZgTl3L+hPUfjSCO4jY7ZQ6nsw5FKEkK/KPLYenQ010YId8QkJOSBQYtwBaNlA6BCKFUhiRDsJ7nn88UFPKA+TcT1GMg05A+z5I1jyemKQCZsgxgAdDkfpUbQXG/IlyvoDinrbHq5GfpzTVsucvKzD0PSnCxhHXcfqakW2iVshce3anGKNgAUUgHOMUjvDHzI8a+7ECqNz4g0eyH7/UrWPHbzAf0Fc3f/FXwzYhiLh5scfIuM/nXMaj8dNOhVvslpluo8x8/yriNU+OmszPttX256CNQP/r1xepfEHxBqshM11IGJ4DOSK5+bUbyeXY93MzA8knIFQhZh1fzVJ6g8mmsXBDnp3XbTmdgo3Kpz0FIBltoynPUHFP3HAySMnApuFPzcAjnpSYyBuiRscnnBNNXazuSpXHHWm4IBO3I6cc1u+HvBmueJ5jHpmmTyDAy+0hV+pPFemWXwn8NeFIFvvG+uR+aBuNlA2ST6ev+etLffF+w0a3Nh4L0KCxiwV+0Oo3Eev8A+vNecav4j1fXZjNqeoTXBY5w7dPoKy/KVvmxzjNLjGTgH2zUW/5zgr93sKVcs5JBIHtin89yAfehCQdoO5lHYf1pwXeSXPB5xTQv7zgsMt0FdR4d8eeJvDEg+w3zmAHDQyfMrfga7pfHXgfxrCsHjDREtLpjg3duMc+pxz/OqGo/BSHUIjeeDtatdRgHzCF2AcD0z/jivNtY8MaxoMjQajptxbOP4njOD+NZQIYDCFsjHpSplpWTAU8deaaqqufnJOeMDp7U/acbgAp9TQJQUKgsXHYUgk3ZZEYEjnNDM8pWSNcMB82T1phDbvlOARyV7ipHRIwpAyrdyeppnl5bCoMr0Vu4qQNKhDCYqx+6QTx7Gp4tVulTYZnDE84HStG38VaraN5bS5C8bmYjP/162rb4l67aBQL25UdnVz/WtW2+MXiGI7v7TnkA6q6g4rZtvjnrakBntpFPGXStSH483qECW0tJV/voSBWjB8dwdrS6UhjPeNzx+dacXxy0Zh89hcDjqrgir8Xxm8NsB50d1Fn/AGAw/nWgPit4SKBvt78jp5ZzU6/Ezwoyhv7SAB9VNTxfEPwrKMrq8Q5xgqw/pTW+IvhVGYHVYxj/AGT/AIVEfiX4WBwNR3f7qE1E3xR8LKcG7lz/ANcjzVSf4veGoX2gXbn0EY/xqtJ8ZNDCFo7eZh6MwU1kXXx0s0bEGnjHYyS/4Vj3nx7lBHk29vED65bFYV98c9Zl4iuFjJ6FIwB+tYd18U/EcyF31C5kPQ/NtH6Vh3HjXVrnJ86UE9Nzls1iz6xqE5zNdMTnoDjFQNPO8g81y7Y4LHgCmY2kEEknpjtQE2jgjPc9Dml3yQgMGO5uFDDPNOEZVS3ysc8lD1PpTd20bto3dwBjApRJlgRhhjJGc49qbtb5yM88AU0ttBA5H3cZoBRQG5I9KVXRlAPUnjFTJHLcSeXbxmWRsBVVcmu88O/BzxNreya4txp1p95pro7cD1A6murTQfhl4F+bUbt9d1FTnyo/uA/h2/GsvXvjDrF3bmy0OKDSLLBVVgXDfn2/CvO7i4nu52nu7h55D1aRtxNVwqgAggUrI4UkBTnqQaapOGDZAA4xTQHDHDAjGcHmo0OIySAPbvT4wxGeOTgGntkkbnOfQUKOvXpjk4ojA2gjBP50oJ2gbjnPYYp5VRh2JPPrTWOVXCj73TFXtP1O/wBKuvPsLqWCVMEGNyDXoekfGXVBELPxDZWuqWh4YTIN+P5Zq8+k/C3xqQ9rdTaHfOMiNjiPP8v1Fc/rfwS8R2G250l4dWteqvbuMsPp3rzy902/025kt7yzltnB6SIRn1qqOVDIeR696cwKEPzz2FG5t+Pujrx2pWZYnDKww/XHr3oIzlRkjGc9AKSPK5jLYVh90c0uc/IxIZf4z1pvnKjZ27m9TzmnksSccMegP8VNAyoQ4Oeh70nyx9zIh4+boKd5mUBYDg8E9voKTy3ALtIp/SgcAvEDu6MrdfyoQliQhYZzkMf5U5jJEoKuTx1BxTkurhfuSHHp/jS/aJi4ZHZT6jpTzeXES7nmO4dMUj311KFcyN1GHXj9KUXl0QQ0zHHRgcP+NH9o33O2ZtgPLGmfa7kSEi5dvUuf5Ujztz88kZPdm61EFeTALlhyOTg0jEqyq4I44yaAM7gh475604RoFLZxu5yeKVFMeSmcjopPFNaUk5mHPbHWn7D0IDd/pQzbU2bM55LDgmo1EYYbT857HjFOaPeoAbPcnFG3aCxDIx4U5zSbfTDAHqPlOad5j7gQ7AjruGeKYGjlYkogGf4Tg08g9ieKRVMsqqmGfPAxXUaH8NfFHiLBsNLlWJjgyzfIv5mu7t/hF4c8OxLceMvEcMcgGfs1ufm/x/Spn+IvhPwmjReEPDkJlQbRd3PLH39f1rh9e+IXiXxISt9fyiJv+WUR2oPwFc1IZGO4gH3PWhjtRt25SvAxzQGQxAZycdaQAMFJXoeoNKVfIwxI+lMVs5Abqe9JzknaSc4JFLf6feaUwiuYMblDxyKcpIp5DKehBHemRiQqmHVACacVjGC8rt14zgUoaMFtsYJIzmnruIyOnYdBTc7UDHrk9KceWI4x1ppZnRCGIB9KUkCXBYkHsKUFw/3QoB79aCeflB55Bx/WtvR/Feu6EVbTdSuIcDhN5IP1Fd9a/GT7dAsHinQ7PUocYL7AGH0p7aL8KfF2Wsb2bRLt+fLcfJn2z/jWXqnwO15IWn0W9stUhxkNFIAf/wBf0rgNU8L61osmzU9NuomU87ozisnAX5cgDOVHcetKH42RgFQc7j1FIyucqxO4/dxSjbtAYYfsB608MQ235Fj7g8mogyhsLucA/KRxipDukBL8fSmqFRN7OCMYI9frTWbbs8rJ74p+0nkYGfvA01mUMAuS3Y9KXzRIwjYAMew6U45BYNw3TFI20SN7DtzimbydqoCCByV6/jRtKoAdoB/hzn8aeV2PujJ3dy/WgmM5DAk/7XU/SkbIUl23AH7r8UhJk5+4mOh/pTlACHaCccjd3oLLuy5MZ9B3/CkLMdu9QYs8Ke9KQA4EJxnoG/oaQqcMjKScZOT0qPO7DKTtX7ue1SAhclgSKCpVhMhJB/hU9aRTJvO7BcHkg4IFOMituLAlSMZx81NQpkMGHPRakLPkYwX7jsKiOV+XHy9iRjmrFvaz3UgS0illPTCKTmuy0b4ReLtaRGXTTbxdRJc/J/PrXWw/Cbwv4fTzvFXimFHHW3tWyx9u5/SpP+E48B+FVEPhnw2t7On/AC83gGc/jn9MVzmtfFrxXrSmMXf2GA5/d2o28emetcXPcS3ku6eWSd8/ec5qNiADjKgnoeRTSsgGdwIA9KQMVOcAjrweaC/y4zgk5w1DMuMtHn1wKjCxnfsbYfRqkCupBDCmK7AfOpUfSjzFVSG+vpW/4I8W6bbIvh/xZbm60CVjsmAJlsWJ5dMclCeWX6sOchu38Q/A6+SBdR8NXsWpWMi+ZGEYEsp5BUjhhg9q8v1HS7rTZ/Iv7eaCVeCrrioiyjBAx/WhXZww5A7AUEbY/nb8qcoO3uuKCoUFeDzlfQUMVySSSQB0pzHc2QuD1HtSjJCsWz6AUFwqDByeePSlZXeISEqq+lMGxcFSSQex4rS0/XNX0eXzLDUbm2YHI8pyPwruNL+NHie3RYdThtNTtjwVnjGSPqOv41oHxl8L/EJZNa8NPYXB+9NbDIB/DH8qR/hp4G15C/h3xdFEzciG5IH4ZOP5Vjal8DfFdpGZbQ22oIvKPBJyw9ga43VPCPiHSnJv9Hu4j3ZojgGseSGSIbJEbPckYxTWAVRs+c9wvSgu8i8EDHp2oARfm25JPelG75iBtz29fpR7qC3qD2pBGGkXDZ/3j0pAqmUjoR91jQSzLsdivOM9SaU/LuUqVc9B/eoLfNsICEDoKQDaQQMnH+fpQhOzggknlc0rsgJVBu/2W6CjYx2ljvOeAf8ACl25U78fKfXgU1ZiW2oMADGT1H0pPKyikE8f3qViJAVxgdz3pzfKqlcPnjjt+FNIMhCDlFOcZp7MFYBuV6HsR9KCvVwcIeDnqaYykfOFwTyoHpSh2C4k2s38QI6VZt9Nu76UJa2txJzwFQtXV6b8JvGOruv/ABJ5IUIysk2I/wCddTafAxrJFl8ReJbGyDcum4Fse2cVbFr8IvCibJrq51q4X+Dnax/T+dRy/Gay05DF4Y8LWenqOFmlQEn8v61yWtfEfxXr52XOpzLEesVudin8BXMS+ZKQ5mYuerOc0EybQTGD6EGmBw+CAVc+vWlA5JDZxTH6AHLDqQaU5XhTuXpj3pH2lsNH04zSnBGATgevNHzBAODTWIKkGPHPbmjy1JJRhkDntUb+aoBCl89lGTXbeFPhb4k8VskgtzaWR6zXKkDHt3NeZV2Pg74meJPBW2HT7vzbHOTaT/NHzycf3c+1ezaZ8TfAnxCgSw8SWUdneMNoaYfLn/Zccj8azvEfwKEyfbfC9+k8TZZYpGHP0YcGvKNV8O6r4fnaDUbKaFwe6EA/Ss0giPoq+7UoZVA+Yk801uSDsyQKCclgWA9h3p38URxxjuaRm55PGcYFCD5Dnpn7vehVUKwkOOMgCk3hNu1eGHTFOLOxyOB6eop5XKDJ/EGkJVEJCDI4PvTcHCzBtmOuDjFaen+Kdf0llNhqd3EAe0hArsLH41+LLEbbmSC+hUcpPEMsPcitZPix4b1lCNe8F2khP8cIA/XGf1ojk+Det8tHe6U5z8oyFU/rSH4W+B9T50bxrCpJyEnIH6kj+VVrj4DavIDJpmr6deR9gkhyfqelYF98GvG9rwdMEynoYZFc/jg1iXfgPxTYjF1ol5GQM5EROfxrGl0u/gA86wuISO5jPFQsrrlJImU4wODk1EEIwH49D3pyglSqc4PIPekwjg72w2AMjtQHJOwfnSFdylgdyj+LpQAGyCMr2PpTucFieR/F600kyDdIDgH5cf1qUgEjDA5FMSOTaDggKehqZYp5sbLaXJ6kIeferkXhbXbllFppV5IH43pE1blt8LfGd2oSLQriM93cbR+tdDZ/AjxdcRKLlLSEf9NJgce/FaUfwRsrH5tX8Y2ECD76qwJHsMkVOnhn4TaG++98QXN/Iv8ADFnH8v60v/CYfDDScf2Z4Sa8kHR7jv78k1Bd/G7UIITHomjafpqngbY8n/D9K5LUPiT4z1VmSfWZkVvvLC3lqPwFczcXM945NxcTO3dnYnNJ5JAUKME/iBS7toCiMYH9w/0pFKqGIYZ6AEYpAmWEfOCMk+lNDESEkkZOMH0p+Szg4DAenNNTZtPVCB36GjD7h3U96TJGO2T6daXevIbqTSFduSnB7DNJv4AIw1OjVpX8mNHdmPCgZrv/AAx8G/EWvslxcoNPs2GfMm4Yj2HU16SmgfDv4V2wudWuY7m+AyomAeQn/ZQdPxrgvFv7QWqagj2nh21GnQdBOx3SEe3Za//Z\n", 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\n", - "text/plain": [ - "\u003cPIL.Image.Image image mode=L size=512x512\u003e" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "#@title Render a single slice\n", - "SLICE_TO_RENDER = 30\n", - "example_dicom = pydicom.dcmread(io.BytesIO(volume_as_bytes[SLICE_TO_RENDER]))\n", + "# GCS bucket with data to read:\n", + "gcs_storage_client = storage.Client(project_id) # our bucket is in the same Google Cloud Project as the DicomStore\n", + "gcs_bucket_name = 'hai-cd3-foundations-ct3d-vault-entry'# @param {type:\"string\"}\n", + "gcs_bucket = gcs_storage_client.bucket(gcs_bucket_name)\n", + "tune_path = 'nlst/nlst_tune_with_labels.npz' # @param {type:\"string\"}\n", + "train_path = 'nlst/nlst_train_with_labels.npz' # @param {type:\"string\"}\n", "\n", - "arr_unsigned = example_dicom.pixel_array.copy()\n", - "arr_unsigned = arr_unsigned.astype(np.float32)\n", - "arr_unsigned[arr_unsigned \u003c0] = 0\n", - "arr_unsigned[arr_unsigned \u003e1000] = 1000\n", - "arr_unsigned = (arr_unsigned / 1000) * 255\n", - "arr_unsigned = arr_unsigned.astype(np.uint8)\n", - "Image.fromarray(arr_unsigned, mode='L')" + "def read_embeddings(path):\n", + " blob = gcs_bucket.blob(path)\n", + " with blob.open('rb') as f:\n", + " data = np.load(f,allow_pickle=True)\n", + " key = data.files[0]\n", + " return pd.DataFrame.from_dict(data[key].item(), orient='index')\n", + "\n", + "df_tune = read_embeddings(tune_path)\n", + "df_train = read_embeddings(train_path)" ] }, { "cell_type": "markdown", "metadata": { - "id": "vPOseIHV4lAF" + "id": "o15b23RR7WYz" }, "source": [ - "## Call the API to compute embeddings for the selected volume." + "## Train and Evaluate a model using precomputed embeddings." ] }, { "cell_type": "code", "execution_count": null, "metadata": { - "id": "qzal615K4rDv" + "id": "v1cEUPaH90DV" }, "outputs": [], "source": [ - "#@title Define method to call API and create an LIDC URL.\n", - "\n", - "from google.api_core.client_options import ClientOptions\n", - "from google.api_core.retry import Retry\n", - "from google.cloud import aiplatform\n", - "from google.api_core import exceptions\n", - "_API_ENDPOINT = 'us-west1-aiplatform.googleapis.com'\n", - "\n", - "\n", - "def create_lidc_series_url(study_instance_uid, series_instance_uid):\n", - " return ('https://healthcare.googleapis.com/v1/projects/hai-cd3-foundations/'\n", - " 'locations/us-central1/datasets/ct3d/dicomStores/lidc-idri/dicomWeb/'\n", - " f'studies/{study_instance_uid}/series/{series_instance_uid}')\n", - "\n", - "\n", - "_RETRIABLE_TYPES = (\n", - " exceptions.TooManyRequests, # HTTP 429\n", - " exceptions.InternalServerError, # HTTP 500\n", - " exceptions.BadGateway, # HTTP 502\n", - " exceptions.ServiceUnavailable, # HTTP 503\n", - " exceptions.DeadlineExceeded, # HTTP 504\n", - ")\n", - "\n", + "# choose whether you want predict whether the screen leads to a positive lung cancer diagnosis within 1 or 2 years.\n", + "model_head = 'cancer_in_2' # @param [\"cancer_in_1\",\"cancer_in_2\"]\n", + "# Get NumPy arrays from DataFrames\n", + "train_embeddings = df_train.embedding\n", + "train_labels = df_train[model_head].values\n", + "tune_embeddings = df_tune.embedding\n", + "tune_labels = df_tune[model_head].values\n", "\n", - "def _is_retryable(exc):\n", - " return isinstance(exc, _RETRIABLE_TYPES)\n", + "# Convert the NumPy arrays to ragged tensors\n", + "train_embeddings = tf.constant(list(train_embeddings))\n", + "tune_embeddings = tf.convert_to_tensor(list(tune_embeddings))\n", + "train_ds = tf.data.Dataset.from_tensor_slices((train_embeddings, train_labels))\n", + "eval_ds = tf.data.Dataset.from_tensor_slices((tune_embeddings, tune_labels))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "YnAmHU5mA88c" + }, + "outputs": [], + "source": [ + "import tensorflow as tf\n", + "import tensorflow_models as tfm\n", "\n", "\n", - "retry_policy = Retry(predicate=_is_retryable)\n", - "\n", - "\n", - "def get_ct_embeddings(mytoken: str, dicom_urls: List[str]) -\u003e List[Any]:\n", - " \"\"\"Calls the API to collect the embeddings from a given volume.\n", - "\n", - " Args:\n", - " mytoken: The token to access the DICOM volume and API.\n", - " dicom_urls: The list of Series-level DICOM URL to the CT volumes.\n", - "\n", - " Returns:\n", - " The list of embeddings or errors generated by the service. Differences in\n", - " Vertex end-point configurations may change the return type. The caller is\n", - " responsible for interpreting this value and extracting the requisite\n", - " data.\n", - "\n", - " \"\"\"\n", - " api_client = aiplatform.gapic.PredictionServiceClient(\n", - " client_options=ClientOptions(api_endpoint=_API_ENDPOINT)\n", - " )\n", - " endpoint = api_client.endpoint_path(\n", - " project='hai-cd3-foundations', location='us-central1', endpoint=300\n", - " )\n", - "\n", - " # Create a single instance to send - you can send up to 5.\n", - " instances = []\n", - " for dicom_url in dicom_urls:\n", - " instances.append({\"dicom_path\": dicom_url, \"bearer_token\": mytoken})\n", - "\n", - " response = api_client.predict(\n", - " endpoint=endpoint, instances=[instance], retry=retry_policy, timeout=600\n", - " )\n", - " assert len(response.predictions) == len(dicom_urls)\n", - " assert len(response.predictions[0]) == 3\n", - " # You can get the model version for this prediction\n", - " # response.predictions[0]['model_version']\n", - "\n", - " # Check for no errors\n", - " responses = []\n", - " for a_prediction in response.predictions:\n", - " if a_prediction['error_response'] is not None:\n", - " responses.append(a_prediction['error_response'])\n", - " else:\n", - " embeddings = np.array(a_prediction['embedding_result']['embedding'],\n", - " dtype=np.float32)\n", - " assert embeddings.shape == (1408,), 'Unexpected embeddings shape.'\n", - " responses.append(embeddings)\n", - "\n", - " return embeddings" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "O_YHl2E30nHo" - }, - "outputs": [], - "source": [ - "#@title Create a URL and call the API for the DICOM volume\n", - "\n", - "TOKEN_ = !gcloud beta auth application-default print-access-token\n", - "TOKEN = TOKEN_[0]\n", - "\n", - "my_url = create_lidc_series_url(study_uids[VOLUME_TO_SHOW],\n", - " corresponding_series_uids[VOLUME_TO_SHOW])\n", - "get_ct_embeddings(mytoken=TOKEN, dicom_url=my_url)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "8JQRxrXiUUgv" - }, - "source": [ - "\u003ca name=\"train-nlst\"\u003e\u003c/a\u003e\n", - "# Train a model with the embeddings from NLST\n", - "\n", - "Here we have a full set of embeddings from the NLST dataset that you can download and train a cancer detection model." - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "LkB5R0sx7C7Z" - }, - "source": [ - "## Collect the stored NPZ data from the cloud bucket" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "mzI0A92hH5VZ" - }, - "outputs": [], - "source": [ - "# GCS bucket with data to read:\n", - "gcs_storage_client = storage.Client(project_id) # our bucket is in the same Google Cloud Project as the DicomStore\n", - "gcs_bucket_name = 'hai-cd3-foundations-ct3d-vault-entry'# @param {type:\"string\"}\n", - "gcs_bucket = gcs_storage_client.bucket(gcs_bucket_name)\n", - "tune_path = 'nlst/nlst_tune_with_labels.npz' # @param {type:\"string\"}\n", - "train_path = 'nlst/nlst_train_with_labels.npz' # @param {type:\"string\"}\n", - "\n", - "def read_embeddings(path):\n", - " blob = gcs_bucket.blob(path)\n", - " with blob.open('rb') as f:\n", - " data = np.load(f,allow_pickle=True)\n", - " key = data.files[0]\n", - " return pd.DataFrame.from_dict(data[key].item(), orient='index')\n", - "\n", - "df_tune = read_embeddings(tune_path)\n", - "df_train = read_embeddings(train_path)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "o15b23RR7WYz" - }, - "source": [ - "## Train and Evaluate a model." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "LNjjdv6Zk4u4" - }, - "outputs": [], - "source": [ - "!pip install tf-models-official==2.14.0" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "v1cEUPaH90DV" - }, - "outputs": [], - "source": [ - "# choose whether you want predict whether the screen leads to a positive lung cancer diagnosis within 1 or 2 years.\n", - "model_head = 'cancer_in_2' # @param [\"cancer_in_1\",\"cancer_in_2\"]\n", - "# Get NumPy arrays from DataFrames\n", - "train_embeddings = df_train.embedding\n", - "train_labels = df_train[model_head].values\n", - "tune_embeddings = df_tune.embedding\n", - "tune_labels = df_tune[model_head].values\n", - "\n", - "# Convert the NumPy arrays to ragged tensors\n", - "train_embeddings = tf.constant(list(train_embeddings))\n", - "tune_embeddings = tf.convert_to_tensor(list(tune_embeddings))\n", - "train_ds = tf.data.Dataset.from_tensor_slices((train_embeddings, train_labels))\n", - "eval_ds = tf.data.Dataset.from_tensor_slices((tune_embeddings, tune_labels))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "YnAmHU5mA88c" - }, - "outputs": [], - "source": [ - "import tensorflow as tf\n", - "import tensorflow_models as tfm\n", - "\n", - "\n", - "def create_model(heads,\n", - " token_num=1,\n", - " embeddings_size=1408,\n", - " learning_rate=0.07,\n", - " end_lr_factor=1.0,\n", - " dropout=0.5,\n", - " loss_weights=None,\n", - " hidden_layer_sizes=[128, 32],\n", - " weight_decay=0.0001,\n", - " seed=None) -\u003e tf.keras.Model:\n", - " \"\"\"\n", - " Creates linear probe or multilayer perceptron using LARS.\n", + "def create_model(heads,\n", + " token_num=1,\n", + " embeddings_size=1408,\n", + " learning_rate=0.07,\n", + " end_lr_factor=1.0,\n", + " dropout=0.5,\n", + " loss_weights=None,\n", + " hidden_layer_sizes=[128, 32],\n", + " weight_decay=0.0001,\n", + " seed=None) -\u003e tf.keras.Model:\n", + " \"\"\"\n", + " Creates linear probe or multilayer perceptron using LARS.\n", "\n", " \"\"\"\n", " inputs = tf.keras.Input(shape=(token_num * embeddings_size,))\n", @@ -1128,6 +787,273 @@ "auc = sklearn.metrics.roc_auc_score(labels, predictions)\n", "plot_curve(false_positive_rate, true_positive_rate, auc, x_label='False Positive Rate', y_label='True Positive Rate', label=DIAGNOSIS)" ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "vo_McpwVQRCV" + }, + "source": [ + "# Test access to LIDC DICOM store and the API\n", + "\n", + "Get a token that grants access to the DICOM store and use it to download a volume via the DICOMWEb API. Next, we can collect the embeddings from the\n", + "selected embedding.\n", + "\n", + "**NOTE**: You can skip this section if you just want to train a model on NLST data using the embeddings." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "szMANNgm4crh" + }, + "source": [ + "## Download a CT volume to visualize" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "6VOuJFzaXlWe" + }, + "outputs": [], + "source": [ + "# @title Create a Session via a token.\n", + "creds = credentials.Credentials(TOKEN)\n", + "session = create_authorized_session(creds)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "executionInfo": { + "elapsed": 29700, + "status": "ok", + "timestamp": 1729444717438, + "user": { + "displayName": "Rory Pilgrim", + "userId": "09943564173948604282" + }, + "user_tz": 420 + }, + "id": "i0qKyk_7ZLfK", + "outputId": "005465b9-934a-4e3e-abab-39cea2179afa" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total Slices in downloaded volume: 219\n" + ] + } + ], + "source": [ + "# @title List the study and series instance UIDs and download a single volume.\n", + "\n", + "TOTAL_VOLUMES = 5 # Total number to list out.\n", + "VOLUME_TO_SHOW = 1 # Which ones to render below\n", + "\n", + "study_uids = list(search_study_instance_uids(\n", + " project_id=project_id,\n", + " location=location,\n", + " dataset_id=dataset_id,\n", + " dicom_store_id=dicom_store_id,\n", + " session=session))\n", + "\n", + "\n", + "corresponding_series_uids = []\n", + "for study_number, a_study_uid in enumerate(study_uids):\n", + " a_series = list(search_series_instance_uids(project_id=project_id,\n", + " location=location,\n", + " dataset_id=dataset_id,\n", + " dicom_store_id=dicom_store_id,\n", + " session=session, study_instance_uid=a_study_uid))[0]\n", + " corresponding_series_uids.append(a_series)\n", + " if study_number == TOTAL_VOLUMES:\n", + " break\n", + "\n", + "\n", + "volume_as_bytes = list(download_multipart_dicom_series(\n", + " project_id='hai-cd3-foundations',\n", + " location='us-central1',\n", + " dataset_id='ct3d',\n", + " dicom_store_id='lidc-idri',\n", + " session=session,\n", + " study_instance_uid=study_uids[VOLUME_TO_SHOW],\n", + " series_instance_uid=corresponding_series_uids[VOLUME_TO_SHOW],\n", + " ))\n", + "\n", + "print(f'Total Slices in downloaded volume: {len(volume_as_bytes)}')\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 529 + }, + "executionInfo": { + "elapsed": 258, + "status": "ok", + "timestamp": 1729444717695, + "user": { + "displayName": "Rory Pilgrim", + "userId": "09943564173948604282" + }, + "user_tz": 420 + }, + "id": "QJUE96Qh0ZQY", + "outputId": "9fb25127-3b04-43db-9cd5-735d30d3d487" + }, + "outputs": [ + { + "data": { + "image/jpeg": 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LfWq9rK0VwjoeCcEUt0oW5kAzjJP0qHGxgTjPUClPB3cYIyQKCDnaOh7+1Jx0IyQMUpzjPcelA6DOPX8Kac8jt1xS4+X/AApWxgelI33Op+go4GeBxzQp5JJpex9KaOQeDj0pSCWBPHHSgjKnJoJyST24pcnPHGBSDHmdOM0EYLZzyaCOODkY60bQckdCKORgZpec8daapw2ccHk0v3Wz1HFIQOMdDQwyeD6UuC0vGM9BSsfnY4x7UkaszgKMn09as/YLgAkhd2OADzzVd1ZDsYEHpg+lN4KAHilzuBc9aReuSMj+VL8qgj/JpCrfdGc98VOtpdBdwgcZ6cU37LcAFzE+0deOpphjk6eW3txUsdpO/UbIx9524wKfLPEkZhg3BSMFiPvVV39v19KXKryPp9atpcRXCCO7yrL92Reta+l+GjdXNu/n7bZmB83HNbuqQyJcmJ79ZxH8qkqOlUjDcBtpmV8j7rJxTXjO1S6xsc9M4/nSLGrDEtvGRnggjNU5NPtriUxtEUYDjAxQmh2wLCQOOOGzUjeFEuQPs9yisOQrHrWZfaJPZsxLKxUckGstWIY4xnpz0NJnn5SSfSlHG5up6YoBxkjkUd+w5qayTzLpA3Tdkn0pbxvOupXXnJ61Jp6osrSNgiMFjVYyGSQk87jTSAU9SD+lJuJBAGB1p3OASCe1Iuc9hSY7npnpS529B04NKwIx60DgkbuvWm5ymMcj1p2CUGT0B4pOA3A6YoON2O+aXgEnOBxTSSzYGcZpSMkcdDQevsDgUKMrk/WjJOQOSTxQ3UE9jRjk56E80mDs4PTrSgnI9OhpO+R60uflJx0FLuGG69AKGIUnnOT6UqgHAyKavOT3z+dCgBz2x0pe+QR+dWrAFUmcL86rkH0qsrOZs7myCWzVqQ/arP7QQPMU7T/jVNhuO0Dj1oOCfQCkGAu3OC38qtRWZOHmOF7IBlifpXUaF4H8Wa9j+ydFljh/57SrtB98mu+039nzXbsq+r63HAvdIsuf8K7Gw+AvhexRTeXt9ckdcybQfwFdFb/DTwTZYA0xJD6u7Mf51ojwh4SVB/xJbMj0Mef501vCPhGYkNoFlyME+SAMfhWVd/CzwFfKVOjwxE94iymsK7/Z/wDCVzk2893B9HDAVzV9+zc2S1hrox6TR/4Vz9/8CvGtnDi0u4blV6Kku38s1yWpfDXxtpwZ7rRrtlXnevzD9KwJ4dW0+QLcw3cJHXcpFNTV71BgzbsH7rDmpRr1wzAskRHcbcVcj8UbI9hth6cNViPxDavjfHKT9M1qwmLVtOmMOm3hnA/dFIzyfwqK38D+PNWdXTR7ogEYZ12itu3+Cvii6HmS6YYnPLKZAATV6L4G+LT0t7CNfVpQTUx+A3iUx4ZLDJPIWXFVp/gN4kWPKxRH1VJgRWPL8FvFsLHNhIyf7PNY9/4L8SaPGynRLwMRhn8sniuYmtrq3k23EEsZHVWUipbPDQzxjG5lyMnrVVT/AAsePYdKXIQ5I4brSHI4Hc54oOckc4PIoPPb3p2Cy5xgYyPrSE7j6ZFBI2gnqPek4zwMmnbvvHFIOEI9aTuDgnIpDwMDqacwbnPHGKTBx1yc0vLEKBij+Ig+tJtO3LH8BTs7V4Jz1pMlgV/Q0DG1vrRjn0GM8UDOc/0o6ZPGDSDIB/ClJ53cc0EjPTilGFGfemgAhBn1p3IBxzkU3GRjj8antZ3tpMkAqfvD1FTtbxzxs9u43SHhG4IFRwSPZytHIuVYbWB/nRJaEAvEPMiH8S96v6L4V1rXrlILGymkBPUL0r2Lwx8AJ2WOfW7lYT1KINzf4CvUNE8BeE/DmPsunRS3HUzTDexPrzwK6Fr1VAWMBFHH0qJ7mYtjDEnsKj4Ulhn6f0oI3EEEEnrilbKg5Az2pNo2YUNgcmpEi3E4IBPGTTFVwzDccfmKd864Kbzzjip185VOJWYk8ZFNS6mAIcA4/A0y6h0+9ULeWUMqntIgb+dY9x4J8H3bgTaDZkk9RHj+VZs3wr8BSncdGhU/7JYUsHws8CRHcujQsc5+YmtS28I+E9PfNtoNmrj/AKZA/wA61oWtbeNRBZxQgdAqgY/KpftUjZ2qMCmNPOFbBz7Y5FAlmPAkA+tH2mQt8sgIHH1pWuZFbAZTnpxTvtjZA2/iaFv1OQ64/Gqd3ZaHqS7bzT7eYHrvhB/WuX1T4Q+DdXk82Ky+yTDkNbtj9K4HxB+z1I5aXSr5XY/wv8p/wrzDXPhv4h0Mt9qsZAq/xY4P41zf2K6C4MRBX060LZXLKTsxtPOTQ1hcRkttztPIU5qEqYJGR1II9fSmY2vyOAadtOTyAMcUmCU3AH3pWBC8AAAdz1oUAMMsoHvTSAWILdKcWXghT160JnLEg5xnNICShABx1pcEnnjik789QaTrGOep6U49G/KkHTB60gGSR70o4PfHSg7gOc4oDHaQaPm5GOcUbsBTijgnjHTnNDEFeR3pMAeoGOoNLwN3J9OlNKgEc849Kcec89AM00ORg5x6Edq2LTStR14WtrY2slzdu2AEXJx2zXtXgr4AmExXfia6PHzfZIW4z/tGvZLGz03Q7b7JptnHDGgxhFxk+570sk0sgAycnnAHSmFgflOfrTd644QE/SgyIy5BIA75pUIZhhjg9fap44C7lV4weSR0q1FbIn3vmPqRUpjQjG0flShVHQClooqvLblmLoRk9iKrPBOgH8Q9BTWDK5zH0waTcQ52p3zk0MFdu2TzinIFMhw+ecEEVbSDKAPj2wKlWNUHApxAPUU3Ymc7V/Km/Z4sY2CmPaROehH0NRPZd1dmOOhPWoHtmQcx8nvjP4U0OBwwIzx0pCD0DEH+8T0qZbmUAAEcDpTnuY5Y/LuIVdW4IIBB/A1yXiD4VeFfEW+QQGzuHH+stzt/SvFvFvwN8S6M0txpbnUrQc4Q/vAPcV5dOlzaTNDPHLDMvDK4IOaspMb+NIpseYnCv3PsaqSqytsYgMDgikBLEZPtSAEEqTjHWkAUYHX3NHO4Dqc0r/fOeho5Kk578UZZ29jxk0gyFIz044pWB38UcB+oznOaBuLKB0zQASwBz6k0Z4z6GkHX8aUn9aN5GAelBPyfj+VG7Ehwe2KUkYOCelG4FuuM8fhSleVGMg8fpVsQW9pGGuWLuf8Almvb6037Rb/w2o2g92604XVsS2+2G0dSDyDTDHaXB/dSMjM2SrDNejeBfg1qXiWeO8v91tp3Xc64L+wFfQ2heHdD8J2ph021RZAoDSkDc5+tXnuWk5OQ3XAPSmK2AAynPWgE7yzsRnnj0pv3pNqZz6+gqdY5HJRIyBj5m9vSphaO3DBQvpVhLeOMYAz9alAAGBRRRRRRRRUcsSurfKMkVS8iTaB5ZB9qmWyDAGQ/hU6Qxx8qvPvUlFFFFFFFRyQRyj5l59RVZ7NiCM5GMcVWZGjOGRju6UmV2428980ZVU469uamhviFVTlvTj9KwvEngXw14zgZb+yVbgj5Z4wFkB9c968A8afBfXfCzvd6aG1GwHO+MfOn1Fed3o3bZgjBiMSAjkMKrgkndt47Cg/6wE9CM0jcA8dDSybiQwHHc0OPmHHagHKE46H1oAODjseaDkkjGMmkxuY4AxmlIAJyfypecY6CmgHgntQcgdcg80HBbg+9L16HjFBx5fP0FJ8v4mlwC/1zSKwJz0NHBGSp64zVuyACM7LkIpYfWqrne+Sc+5NNAIxz0qxp9hearex2VlA89xM21UQZJNfRvw8+CdjoKx6t4kCXN6BuS3PKRn39TXq0lzhBHGqxqF+6OMD0qrktgHtyafwkYDHLMc4x2oVGkJCg89ferYstyjzG57gVYS3ij+6gH4VJgDpRRRRRRRRTXkSMZdgKRJFkzt6Dvin0UUU1ztUt6c4oV1bowPtTqKKKKKKKKCARgioJLZW5U7T+lU5oZIm3jp/Wmk8ElwM9ABTQSTuJ9hirCXvI3KSrcfSvPfG/wh0rxGJtQ0hUtb6TJdF4SU/Tsa+a9f8ADmqeGtSls7+2kiaM8ZHBFZYDOAADwcAYq4IEihE9wDuPATPJoOoyiPCxRhc8Lt7UrXUMzKk0IQngsnaq89uYGZMhlIyrDuKjzyQO+O9Io6YGSD60o4ycevekKknJAHHelPMh5HtSbSUBLDk460AkDnoKCAXBHFIB0xjPPFLnCFT/AHqCAAx7UqttKnHrxSKSEHA74oVyuB26mrlm58i4XI+4TVMuQCM9uQa0vD+gan4n1WPTtLhaWaQ846KPUntX1X4D+HuleAdNT5UuNVkX95cMOc+i+grpppWmOGGcH9fSmSEM5GBlRzzTkXzcIq9+MdvrVxLFd29ySfSrSqqjCgAe1LRRRRRSFgoySB9aqz6la2wzLKoX1zwKqx+IdMmk8tL2DPvIKu21ylwGZJEZRx8pzRHeW8mcTx5zjG8VVm1G0aQKHik7EB6t286TZ2jHep6KKKO3NZqyJGzOdjE5xxVuC581tpXBxnr1qVnCoX6gVELuEpuLY9iKes0bdHX6Zp4IPQ5paKKKKKOtQTWqSL8oCtnOcVTkhMJJYYXscdKjAZ9w8wYbkcd6WOR403IRlTzjuKzfE/hbSfGumNa3iKtwFPlTqPmT/Ee1fL/jfwlrngXUzbXcSNbSHMN0i8OPr2NceWMgYucuWzyaRVPlkYBwexoIbI+Wrcu77DEpAzlsfTNU8AN93P0NLgKT1HXgU0DB5yPSlZSW5POcYpSvzHkAAdaAuSmTxR1PKnNJghWAHSjPAI696cfmVl70YyNnqR/Kk7AEetAz6dKdjGSyjmrFrhbS5fjbjFW/DfhrU/Fmsx6bpsJklc/M/wDCg7kmvrDwZ4M0vwBootLULLfSDM9wRy59Pp7VvuSxXLc9z/Wo1OfmX5sA4+p71agsi3zycZ/M1dRFjGFUAU6iiimtIi9WGfSkWTf0U49SMVj634s0bw/Hu1C8RD/dBya5Ob4zeGkJ2zEj26ivK/GHxl1XVbySHR2a2sx/F/ERXDXXinXbyE29xqEzRNyBuqhFPeLGZUllQqOWDGtG08Wa7Yo0UGp3CI4wfnNQPq+sRsrPqFyJAeP3h5psOr6sJG8rUJxITx+8Nbmn/EXxVornydTkdoyOJfmBrp1+PvitfvWtmwHUlMVe0z9oLV0vlGpWVs1vn5vLGCK9p8P+LLPxHpa3tiySqRyqnlfrWsL5dxVkIIx05onuVZHSPlgOecVjalq+l6fCpvdQgiJ527+1czqHxJ0G1sLu5tLpJntxnYOteY3fxz1yUt9lgijhH3c1iXfxb8UXTZWcQjHRKzX8f+JZmBGqS5I6ZpsXxB8Uwyrs1a4D9R81ddo/x38S2ZRL2GK6QdSRgn8a9G8NfHDQ9Xk8i/jaylzj5jxXp1vcQ3cCzW8qyRsMhlOQafuKnDDj17U6iiigjIwaqzWYIZoTtfsO1VGV0Y7hjIweKRMwnnHyn5Sai1TS9O8S6bLpmr26TQyDjI5HuD2NfK3xG+HN94E1RjsafS5ifIuMf+On0NcQm056DipBGHmEanlu+asahgXKxrjy4xgYP51VKMvJ6detHPPBBAPJoznuTx6Ujcklj1obBJOe3SlBBOQeBQRypGeuaGzvfI5pOfLPQira2LOgaSRYw3TcetPXTyWIW4iPcZNRNYTq4Hytx2NNe0mBIKN+XtUsdhIdryERKB1bvVvT9Muddv7fRdIt3lllccgdSe59hX1j4D8Faf4C0BbWMK97IN1xPjlm9PoK3SVkZSpyWak2llkxy7/KBV63tliUEj5hViiijpTBJuYhVJA7+tRtHLKMF9g9qxde8UaH4Wt2mv7pA4HEYOWNeMeKvjtdXpkttHt2hiPAkz81eUX+r3+rSGa9neVy2SWNVfLjMBw2188D2p0QZlCKBn1bineVvjaUHlPQ01ZZEVlQ/I4weOKUMY1ZQFkYgdR0pJZXllRpST04HFKGEV2JAMDcOtWtRtlVlnRtyTc/7p96ryIZIvkZUdB8w7Gonj3bQp5wMiuw+Hfiu58LeJ7bLMLO4YJKhPHPevoLxl4oi8MeHjqaqJZZcLEo6MSK+fNR+JPijUxMJNQMSSEgLGMYrnrmS7udr3F0zycE72JqFd3kyHIUMcEetV3jBAAOB1OKekbTbVjG937AcmpY4SiSo0R3pzk9jSWkQnulXcd20kn0qOTaV4Y9cBelR7MoRjawPcV0Xh7xz4h8Nyq1lfyeUvWMtuUj0r27wh8b9M1gR2usxizujwXH3DXqEM0V3CtxZzK8bDgqcirKklQSMGlooopksSyrhvzFZ0sTB9jAY5GajBMZBGcj1pNS06y8SaRPpepwrLDKu05HQ9iPevkn4heBbzwNrz2sql7OUlrafHDL6fUVg2JVneQgFkQn8apkl1DN1yc0gyVAzxmpIkeViFDMasCyRFHnXKhuyjmo57OSEochk/vCoSwLEqBjHWgY2MDknHQU3AZQc04sSqk45HekTAcE4AyM1fu7eW4m3xEOmBjB6cVENOm3fMyp7FqjaCeJSWb5d2NwPFAup1kIExHPrTGM9zMiAvI7HaoHU19T/CT4ew+DtDXUr2MHVrxQx3dY1PRf8a7dnaR3diadEu5lC8PgkCtGCERRqDgtjk1LRRRSFQ3UZpk08NrC0s0ixxqOWY4AryHxx8a7bTjJY6Cvn3AyGmPRfpXgmraxfa7etc3c7SOxJAJ6VV2GJyvBJ9aarKrMM/nTG5yy5PqK0Yfst1pbAkx3cRyno49KiRdthIGX53Pyj0qKPfyqso/3hULZJG7OanllMzxZxuHAIH86LmGRDJuzuQ8kcg/jViO1abR3nVCyq+M56cVCge4R4o7ctMBuJHUgdaLWCW6MgjRiUQseOcCpbUrlZXIO3+HPIr1H4l6m48KeGInc/NFvb8sV5ZLh5chcd+BTlh/0eR5VZcDKE8ZqBZcxAHH1NNG3cQuACu05qaG6NkQLf5JFGN5/pW5pkVrrOny2s8xivT80T9nPoaxIkeylnMg+dMqc+tMASYPIVxsXhQO9PikEdvIuAWcbct2qOJY2jkVm2eh7fSonQMo2ZGOnrXVeF/iNr/hKZFhuWltQcGJ/mGK+i/BXxH0jxfbqiSpBegfNCxxn6V2eaKKKKjmhWZCD17GqEoZWVZPlJOB6Go92H2KPvHrms7xV4YsvG3hufSr0DzgMxS45R+xH9a+SNT0e88KeJJ9L1SLY8ZKHjhlPQisq4iaB8FMLnIPY0scDztgcDJJPYVNJNHbxNFByTkFx3qkBvPORxyatWMu25EbtmNztI/rUM0Pkzyx8HaSATTCeOAORnNLgCI8Hg4pv8JAPApxxuPH8NCPInKseMZ5xQGLcuxOD1NWrA7mNuxJR1LY96qMNrP8AlXs3wM+H41S9PiXVISbO2OLdHHEj+v0FfQE83mN3GentTI127VDDk5z7Vet7cR4kI+cjH0qxRRRRWN4j8T6b4Z06W7vp0UquVjz8zV82eM/ilq3iqZooXMFkCQsSdxXBlGBbcrDPUHrTOQflAK+tXG064XT0vUIMTMUOGyR+FVtmxMHGfQ9abzgjBwO/am9eVJA7+xqwJ9yJ5vQfxCmvCysHBVgeoz2pZlKErjIHAB6gVFuJ+U9OlSxXUtvHNbBvklUZyM11vhm2m1DwfrMNvBvNuVnJUZO3vXMQXLWdz50BKuQQWPoeMVNbXMllLI0Uu13UqcDsal0LTrjxDrkGmW0W6WZgBt7Dua7T4zW8lhrum6aCPKtrNVUn171wAuMQeSqKJAuS3rQ8txtVZnLHZgA9AKr7Qq/MuAOg7VpXMFlNp0M1iHjnj/16uRg+4rPMW8q2OGPJqxHJJYsqDHmFt+fT0q5qcgurWCYY80583A6msrLZDL8uD0HemsGIaRg2zoSOlSRQtdBUiXc45wO4pkz/ADbVQlVOCferBtXhuVUAkFQx4/nTILmaxvFurWWSGSNsq6nBzXuvw9+MyXRj0zxAcTgbVuDwD9a9phniuYVmhkWSNhlWU5BqSiiiop4RNHjow5U+hqjMoUEsAp7n0psZZHDKckDketcB8ZfAaeK/Dh1awhzqdku4BRzIg6j6ivmFLyaKMxPhsHbscdKc93LKApwg9BwKqjdtzz9TSgkEZOR7U+3Ba4VQRksKkvGVrqTH981XJHCjHAp4+4+ehOaYCPLJ6GnNygPcULgq/wBBQPlycDkYq3ZqIUluJOF2FU9zV/wf4ZuvF/iez0m3DEStmVx/Ag+8fyr7FtLC00PR7bSbFNkFugUAf19zTlBL47Ac55q1aQB2EzKNuPl/xq7RRRRXnvxC+J9h4TtntbSRJ9SYYCA5CfWvmvXPEmqeJbx7jULh5HY5CE8AVmY5z1I6Ljoat2t2UkImAlXb3HIqs6KspCNuU8gilhllhRtkvHdO1RyZcmRsZ6/WkztQBs7d3arCQRS4/eANjgGpDpdyUJjxJ7KQSK0tD8O6pq8klvb27lkXeAR1x2rL1Bp2u2+0KUlX5CpGMYqsc44OOeav8XlkiiMebECpIXqtafh3xJeeHNP1C2sNu+7TZIx5wvesmNI5re5mmLL8uUPqc1XlXciuDuB6Z4r334JeCxpdg2v3yf6TcriIMOUX1/Gqnx20JrrSbbWoVy1u2xxjnae9eGQnznJDKueCx7cVJsLS7t+SBwT3xTVchSWXAbpkdalhjhFpM7yHduHlr61H5hijIVh84zkfwmopS7H7wJI+8atJu+xM/mDAOADUKyny1TuDkkin/bJ/szW6v8hOWXGKn0nzI7zzYT/A2fYYqp8yEguBuJ4FTy3U5cxof4QCfUVFI0TQxjaVYdTnOajKkoAo+Y/xelel/Dv4r3/hiRLTVC11pjYXrlo/cV9IaXq1jrVhHe6fcxzwSDIZDnHsfQ1doooqG4hWVDkcgdqziux9/wDD0P0qxHMUbYVLITg+mK+Y/jX4G/4RnxGdTsosabfncNo4R+4rzEKC3BwD0zRyBjpk0HGOR0FW7Bc3StgfIM1WdkMjE5zmmDBf0AFL2yuc+hpeNxH8LDIoBwMAc4pIwSGAHAq3BZ4QS3LbIx2PU1Fd3BuJFCrhBwqivpv4J+C18M+FzrF7Ftv75dwDDlI+w/GvQJJC77QuSzZqRIWDbCQSc5IrTVQqhR0AwKWiikJABJOAOpNeNfEr4vx6d5ulaFIGuOVlnH8P0rwGaSa/uHurh3klZss7HOajUEfMeO31qzElvH88svzEdAKfHps7B5YA0kSKWYqOg96ouTuJPCjpjihSqgEdT1xUoaPYvByDnHemAFm+Qdfug0KihGDth89Kkhl8qN/JYhmwM5rQ0TxBqGh6pDf2lxKJYX5BPBHpirHiXVLXWdZbURAYzMAzIOOe9ZDES8Iu3HQYqzaXv2G5Rh/wMeoNRXot2vJHtCwhblB3zUUeDGu/oy8Cup+HfhGXxV4ghjdC1hA++Zu3HavquK0SCGOG3AESKFC9gKp6xpNvrGmzWFwoeCdCjD+VfImuaJN4f8Q3Gl3SGIxSnBPdOxqnKIobgtE2+FOBu70wEvyUO0dOOlGThcKflXOD1p0aSFWVBkAZbaOgprY2qwXAxhieeasWtxbw3kDTIZYYmBIHGR3ra8b3ui6rrkE+iQfZrVoVDLj+LHNYN3a+Q4CsJFYZBBzWjo0Ek1hqVyI2ISLaMe9ZBVomwVyfYUoLl8evrQ3zDLAkenSpA0S25JYh+mKi3ZRBs2le/rXVeCvG2peDNQEtvIXhY/vIGOVYfSvp3wj4w0zxhpa3djKBKB+9gJ+ZD/hXQ0UUVTmt1VmZR98/karhmjJBP8XAPY1m+KvDtt4y8J3mkzgGR0zE5H3H7GvjTUNPuNJ1OexvEaOe3cowI7g1XPAILdOlDDqMEjIq3Zn9zcuDjAHWqa/K3TPejg5JzkmnxqZMADJ6AVOLQCAedIEKHOOpwakBskfo7jApBcxRsRBEFJ4y3NVppnmJLkknHWvQ/hF8P5fF+vrf3cZGl2jhpG6b27KK+pJ3G3y4wqxxYVQOnSocBdpOcgZIq3aRhszNyx4H0q1RRRXjfxe+JY0yB9C0mUG4kGJ5VP3B6Cvn0IZi7ysfNOW3N3oRW8vargHuM0w8qcncOtSxr5mN8qpk4z/WpYbueyaeK2uGCSLtbb0YVTX5XKyEtmpnjAhjZRkHrioWRcgnPPrUibo228YIyDmrM7QyQx4U+YB85HSq0bhH3KA3saAzbcMh68kVLPMZRHuUfuxgH2p9tJDLIftbybdpAK+vamTRRjdsO5RyGqIgscIPcZNXdH0241jVLfS4Yy0sz7QR/D7mvq7wX4Qt/COiR6fblScB5ZO7Ma38OY5UjBB9WFRhZI0wUYAtnPpXBfFX4fR+KNL+32kSjU7ddwI/jX0r5qcSQO0U0ex0cqwZcHI7UM7tHsAwSegpHjxgmQ5IwRnp9aUM6Bm8zbxjg9qiDh4/LL477SOtKgBWTgjAyRU0yJtgkRuWT5l96RI2mlEcQIfHGeprUupmstHi0yNzHJK3mTkdfYVkxwyM6KMsG4AzW3r2j/2A9gZpFeSWISGHuo96wnZpJC/QHgDFN3fMTkb8YPFSREKkhbhwPlzzimHC5Y8k9AOxrZ8N+ItR8J61DqVhMQVI3r2cehr6w8I+KrHxfocWo2bAN92WLPMbehreoopCAQQRkGqM0flO2ORjv3qOJvLl3LnaADx3FePfHbwB9tth4q0yLdLEMXaoPvL2b/GvngP1OB16U9sljnIGQRVyzPmxXUWBlkG386p42pu6Z5ApoO4Ek9BWlKo02BI9v+kSAMT/AHaz2YlzuJOe9LjKrkgcUzG0k88V1fgbwLqfjbVktrdGS1Q5mnI+VR/jX1pouj2PhbRYNL02JUihXBOPvHuT71KAWDFRwOcepzSp/qyM5duue1aca7IwvpTqKK4H4oeP4PB2jfZ4XDandKViQH7g7sa+WZ55b65lurmRpJWbc+6kJ3ckj2HrTimAWKfeGetRgDfjGCeoPTFGY1wCh29jSZ2ocdc9RSyRvGi5xyMhjzVp7mD7DFGluVdQdz56mqbNJsAZjjsCKGkZ9u4HCjAI9KkwFjHysec5p9tPAsztOmI8EAD17UzJA2eZhWPfoafLGqTeWjeYOPmXvTAQVC4wN3Q1MYBDH/pAYFxlRjqKrSDykLhuD6V798FPBD2NiNevoh9ouRmEMPupXsyQque+akopjRo3UV4B8bfBL2c6eIrGLETcXKqOh7NXksV0oi+SNVc8Bj6VBId53MwDsOc96GCiNBgFi+Sc9qHJM7vGv3hgYHFAykjROApC/MetNAVYgxbrz0qSz+0SzIIImZwN3A7U6ZZ5ZiXUFnPXPNMM0ltIjLjcuOlTXV/PrV8JruXfKcDJ/lVd1dXYbcbTih/L+X5ssF6Y6mmJgtjB3n86sJbyS3aozrGTwWY9KayK82xMFV7k/rXT+APGl34M1+O5VjLaTHbcwjoy56+xFfWVhfW+pWEF7aSrLbzoHjcHqDViiiq12DgEHBI4zVIqPMDpkcdKnjMFzDJaTorpICCpHDKe1fKXxW8Ay+DPETS28ZbTLk74WA4T/ZNcFu3AnbnGOvanxTvFKHTGanvbdFRZ48GNu3ofSqq/Kg9+avatcJc37uOVHyg/SqTD5FIPPpRnOAg/hxivSfh78INU8Vyx3moK9npgIJdh80g9hX0lpOk6b4Y0tNN0qBYo0wCR1Y+pPc1YdixwTkjkn1zQh+RgzHBA4FOi2l145DYUVfhYumSQeT0qSis3Xtbs/DujXGp3z7YYVzjux7Ae9fIPiLW7nxP4jutWvZTIzt8oP8K9gPTist2QkbQRnkA0zDIM+nWnbi5yWJP1pmcL93gnrTpXjEmVDBcYIqZJAsLr5aMrcbj1WoQdu5UfOOlBHB429yR3phZSqtkll6EelKYw8ZZWwwOSBVq1uLeWAxXGVI+4wX+dQXMYjkKupAI69qUCIQAFT5hOOvGO3FLFFK7KMqCem44x+NOjimdZFWME55AouLiaVI1uCW8tdq7uCvtXY/DX4eXnibWFvLuJhpUDh3YjiQ+lfVFlAttaRxIoVFGFVegHtViiiiqupadbatp09jdxiSCdCjKR2NfI/jbwpceD/EstjIjG2c7oJD/Evp9ayLOe0+1Mb6FngJx8hwRTJ4Y2d5IgWiycZ9O1QRswVoIsBCMsa7H4deDbLxjrktje3hg/dllCdT9Ky/G/hqbwb4lk0mWVZgFDxv6of61u+HprKz8D6lNAqS6pcDYig8qvciuEiZGLCVijDv6Uzdu6cKOBRHw6vwoDcc1K5E5Zs5fd36EVEA23Gzgn8qaGPc52nAxTjISSwJJHQU59q4CqQe5NBJB2E8nvXsHwT8fNp92PDWpzD7JO3+iux/1Un936H+dfQtFFV7n5tpU8o2TVJgrybo2IDDpjoaDhYwQpDqScVU8RaBY+MPD02l3yKfMT5H7o3Y18feK/DF/4S12fTL9GUo3yP2dexFY4IJRcDOeTVmGdUZ4ZMmB+SPSo54TbMuRwejeoqEY/i45rQ0vR7/W7pLTTbaS4lkbgKOhr6F8AfBOx0ZItR8R7bm86rAfup359TXqsspjRYokCRg4VUGABTduQH5LY596R42jQ7gdpYHPrQ3AcBhuHQAUKQqM2Rjpn8KtWWBbhe/XB9DVmkZlRSzEKoGSScACvmz4tfEJ/Esz6RYAf2fby5Dg8yMOM/SvL4gViMb53E01NsUuX7nke1Ep3MwjyVPJ+lMQYxgZwc5rtLrW9C1HRLa2l0uO3vIRh54h94epqla+GIdRVntNQiD5zsfjitFvhjr32Nr1VjltwM7ozxXM3thFYW4E8hFyXwUA6D1qjHP5TcKHGP4hwaI4WkfKj5eppkLJHNlkygOTz1FWr37LJemWwDeQQDsfqD3qIypLNmYlsjO3tToAN5/d7ywwu3qKY8j7drEqV6Z9KbFNJG6lWJOaJGkmnVFBMkpwFHOSTX1j4A0aTQvBmn6ew/ehQ0i57nnFdoBhQPQUtFFFFcb8SfCNv4p8LXSmIG8t0MsD453AZxXyrarH9o23I2ojHf6nFS25gErMxZoy3AJ7VZ1DRXii+22ZE1k4yXUcp7NVDTNS1LSdVivdOunguIx8rpwRVrXddvfEM63OozefdfdMj9SKzoWa3cSRylWVgBzirupSwXix3EMflMw2ybehI71Vit45bUt5m2ZWAVG7io1tJp5lto13SuwAwK2/EvhG/8Ktbw3237RLGJNi/wisNGO5VcEHP5U97domwwAJPHPalZkTlmy2McVc0e2tL+4a3up/JLr+7dugPvUU9kLRivnpIN2NymqzMY5gUYo/DBgehFfUnwq8dL4t8Prb3coOp2gCy56yL2b/H/wCvXoFFUEYC7fcdwyahkKyzSqDgjkEdxStloN68kDmlgcnDAjOMnHFc7488D6d4/wBEMLhY76IZhmxyD6H2r5P8ReHNT8LarJY6lbtFIhIVscMPUGsvdncevQCr0J+12jQSY82PPln19q6PwL8OdV8aXg8iMx2S/fncYA+nvX074W8IaL4J077Np0KvOBl5mA3MfrWvNIzSNzyCCue1Mk3Mu1ex5qdX8n5j949B6UpjluRHITyOg7VAEOJOR1yxB5NOBDtGuwjPzYrQhQopz1Jz9KkrzD4zeMzoOgDSbOTbfX42kjqkfc183KsjShdrMD0I6mpLuKWJY1kwsvXg/wA6rSc4fdknqMUsatlirAr2FOjCrI6zLsOPyNNjkZX+R89iKfBMEnUkkDvtNdBH451uw0aTSbK8kjtJDkgHJP41zUkjtJumkaRz3PJpYVLMBxz61ciYWCyh41kldcL82Qo9aoNl+GUAZ59qc8SRjiZCx6Cp57ZY7W3uDMrFwcoOSvNRQvJbz74XIOevengS3VyfLPmSt/D60s1jNbviYrFKD0LZruvhN4Xs9e8ZL9qkVxaL9oVAOCf/ANdfUMKFVyygMfQVLRRRRRUc43QuPUYNfIXjPRj4e8aajaspMJJeP02nmsENEZlByBjJK85rsfh/fJLdahoTAmLUYHVd3ZgMiuOCi1uJFdGyjFGz7VX2q2X25JOR7Cpkl2WxgjXmQ8tjt7UwlkBB+4p4X1NEZwNxJ3dBirCXU1jeJLC+54iGB9/erGt6/qPiG++36hcPLMAEGegHbFZok+Vlywb1I61raJp9x4guY9Nt43M/JDgcADrms27jWC4ntxy8T7S30qBnIT5T16kdjTo0Zycc5GeaYxct8pGeuMV0XhHXbvwv4js9QidkAYbwDgMp6ivrvS9VtNYskurSZZEZQTtPTNWZvM8smL7w5x6+1Z1y20+fGcKTyPQ9800gGLf0PB3CnBvJGUBKORnilJWNxIPlVxgj3pVZllyPkA5z6is3xL4X0bxjpn2PVrdWYg7JhgMh9jXzZ49+Ees+D3NxbI17pxPEyDJX/eFefRO0Um8HDLyM+tfcVna2Oj2KWGmxJBCnZR1ppY7w2OB3PcGl2gxNgkZH3velQ7FbPO7OTSg4Q8EnirlvIi24CHccZANVQhdyIxnLZJPtVy3gC/O3JyasVS1bUodI0ye+nYBIlLcnrXyF4t8RTeKvEt7qE0hKM2yNSeij0rHTzFOFYlc/eHao2LSSOz/M7HPWllKhAA+QR09KRMDDHBVDnFPkk8wmUAMzdKSPyVjYspSXoKRQY2yFJHqaXaTF5gCBQfXBqNySwYAkE8+9OYgjcBtB6UgAUksNx6U6QoCAAcEdKWMogdioJIxyP5UjSFVVEORnIPpUz8ZPy7jztxmogSMSI2GI6IeRTWfcoMjFiehPUV6/+z1YyTeINTvyCEhgEYPqSelfQ9FFFFFFRzNtiY+gr55+POjpDqFjrK8eePJfjHTpXk7mIL+5Yl2HOOgFbnga5+z+NtLlc4UTqnr1qT4hxrbePtTt3gWONJSwUcdeawLaKeZJTGgOTyAeMelEKGacW8YIJPOTjFTXqWqRqIXZyuQ6k45qoNn33YKMY9a2dE8Ka3rtvNdabYXE0EIJkcDis1bcky+Yu3yxyCec1CJETDP8wPG31r0D4feJNJ0jxB517AbW1kXYXU57VyPij7E3iO+k0/LWskhaLjnGayUUHIUZyPXkVaZHisUaRQCxIGOoFJb24lm2tIqKBne1OuvJlKhJW2xHHI613Hww8c3Ph3WvsssxNhMcEM3Q19O2N0l7apcRkNG4yrA9ac8CMWG3hwc/WqKB4swNnaVxn09KVldIVZlIBOCO1IylEw2CCOpp0fzqVHJX17VDgsTuznGcVZa4Rw8c6K8JGNrDINeV+PvglYa4raj4c2Wl5gs0P8Dn29K9Mb7wOOSBmp47NpMM/AzyParSWka56kE5waGtImHAx6YqC4tpAqlWG1fvH2pkW0/vAu0upCrnoKWBB5jBW+cjNXx8q/SkRiR83B9K8J+OPjJmkTw7YzZ43TkH9K8OjygVSqvnkeop6yMoIUkZySTTUPBLAgH+IDNbOgS6NYa/azavBLc2KnMiLwSKr67Lp11rd7JpdtJDZFyYkPVRWcoaNsoufeldi7/MTkcigvuVWDnI7GnggwlHXLsc47CnCWRoxbceXnOPep0g220q+YoPGAec/SoIoywLO4AxjgVY0uxudQ1OC2ihaUlhuVPSpdZt7Sw1ee2QttVsDdzj2NdLr/w4uNE8F2XiUXIZJwN0WORnpXCI3GCuFzwRU4yMjOQ3IFRsCrfvMrg9e4r6O+AFqYvB13clcefc8H6DFetUVT89oppskug5x3FWIp45lyh/A9akooproG6g1558X9GGo+BLzC75Lf8AfJx0x1r5gi2PGvmAIB/Ev8jTlElvcxyW0m3ZJuVkOCCOc1o3tzP4hvIzK7y3jkJu25Mn/wBevRPEfwml0Twbp+oJdeUIl829WT72T0Aryya8je5nkRQrPwuBUZheOISMAD0G7r+VGCyqPLGe+O1dx4b+JWraB4avNLthDHbFSEfb8wY8VxRkacN5uSzkseetRlRHguhPGQB3pJZfNVBgqM55PenOvlW6b2bzGJOeuBUUbFFOG4bjFdVo13ZR6XcPrFqLhIwPKxwcn3rBupLe4uTJaxGONjjaxzgVHayyW6yHyUO9SBuFRBgHVwNuR0HY1738E/G0l2jaFeN8yjdEzHr7V7XVW4i6tj0O49qhmuVeFomGWUjpUa+ZIm49CnHuBTY8gNKnCvwM+lMjYBAxy2DTmU4+UjIHUjgn3pUcxsCrHNXo7VFALDJAxViiimuQqMW6AZNZrnKg9ApwPpmrFqmJ2O3ovWrlVb25TT7C5u3OFijaRifYV8Yavfya1rd5fSMS08rMCT0WqxjtnUN5hRxwA3SiSynVw2AV29Qcg1BuUPsbIA7U5EdmBQFsH7tPZ9rs3Ifv2qEyHO5eD3qaNTI6qAcngDHWm4CuU6MDzzSAsSCOc9fWnnAHzKQR155ppkZTt9fUVJFEJJwjFwueT7VdbUZrO4Z7CRognCOh5rNaV55lkucyF5AWbPfNfV3iuxtLz4RyW88iQxLYxsrt0VgBivmmPRIZFULq9qOecnFLqGh/Y7OO4guobsg/MIedn1qnpmj3mv6nBYWlvLLPMduByB7/AIV9feEfD0XhbwxZaTFgmFP3jD+Jz1NbW75sbSfeonurfOz7TErnjG8ZpFVYHLMD83Gc5pJhF5JYY3DoR15pIpCqrufK4/H8alMvAyvJ5xTt+4/L+OaXcAMnt1rF1uAalpt5B95HjZcfhXx8sZsb2eGSFW8p3Xa3bnrUaOqI7BQXYYGT0qTStUk0nV7W92mRbeVX2n2PNe8/FjxrZal8NrcWEm7+0trAdwB1H5189WzmCWKUx7ijA4PIJrT12Yzay138qvIASij5U46AU6NJIbLzo5Y8OSJk/i9gKpIyvE8DjCkhgR1FNfFtKNrFlI5yO1ILjhQMSKO2KY6gsoX72en92p7xdlwEUZKqAaZ5JLM+Dgdeat7mk0eWMKxwQcVm28rOhiZiqjlR3qRsBhtYMB0BPSnKhV+ikY/Kr+k6vPourW99DIweCQH5T1HevsDw3rcHiHQbXUbdsrKg3ezd61GUOpU9DWdcRiObplgucjuOlRo7JDtycqSFBPUUmAYAqZ7BRTjGzKijAxjBpCApxnlTg59ab8q85G7PzemPatiiiiq00jnICnZjnI/OqcpWWVPlxGp2jnqfWr1qoEOQcgk1PXnvxk1/+xPAlxCj7Z74iBR/sn71fL8E6R7hJFuyCFPpTZGQxKoA/wCBDmiKZ4VIGWXjKmug1HStLg8M292TNHeSHlCP5VgxebGgliUKoP3vQ1dtrm0lid72AmVc4ZehPvVDgkHaFGTxilJZdrxs2KR3DDJI3Hg+tRD5WBBwe4PWnkb1YhSRnqe1JtLDczrkdB605XDJjcwPfFJteIYGNh/MVfTQdbeyN/Dpd01oMFpxGdorpNW8e6/4u0m18OWsMkqKqx+WgJL49cVRn+Gni+3sjcjSW2qu5kQhmA9cda7L4IeDBrGp3upaohe2tMRiF+jufUe1e/Weg6Tp1wbiz062glIwXjjAOK0CQoJJAA5JNfMvxS+LmpaprVxpGg3b22nQExtJGcNMw4Jz6V5O19euzSPd3DMDnd5h617H8GvijfQavD4c1y6ee0uTst5JTkxt2GfQ179ePZWKbry4jhRzwXbANRJrOhSKQuq2OOmPPUY/Wr0DRSKDC6yRMOGQgj86d5XlKSueuTzRCSxcHJOfTiqrx/Z5lDbSrHJNfKvxFhOn/ELVIYWCI8m4D1B5rlzF8kaQLJJOxPy4/lU1zp17Yskd5aSwBlyqyoVOKdNqNw9rBaSPvig+WMZ6E+lQRKVlJMaEhs9elPkYzzBtoWRjye4q/qf2WFUtY4njuUALsx4NZQjWZ2KjHPJz1pI45ZD5USvIzHAUDJqy1k8K7Lk+Xnrkc5rY0g+GbZw+pm4d+23oKy9Uaym1KWWwdzFnI3+lV0jd0Lhlwp5BbGaRrtlk2pyB2FROAQMAgk9RSrCckrkjNSR7pHQDIHU8dqfeRRuD5bhk7YPWvavgB4id1u9DmbO395Fk17rVe6iZ1DIMkcH6VUYZulUqNpPHsRTEDJMuF+ZeR754q6LQEHzDnPpTmtImbJz+dQNYkZ2tuGc7TxV6iiioJmA3KWwxGQBVHYz3e1cbR8y4961FXaoUdhS18+/tBam0ur6dpakFY4jIV9zXkltCxdYtoYHj6Vflj0i2crJvmYc7V4FStrNnZlPsmmplhkl/mpvibUH1O5guhxbGNVUDjae4xWbAgkSVQ2MjK56Gqu4bgHBUd6lKh3CKeCevTFSxxJJKsTEE5wGHSoZI1jONuGHGDTCcnJxn1qeOWYQSQxMqb+TnvUDR/MMN9e3NPEbg4jeN8jrnpTY3jt7mJ7lQYy4Jwc8V9R3fxB8J6V4CSaK7t5YzaiNLVCMsSuMEV4f4B1WdNW1WLToo4by7tZFt5OMq3Xj3rJ8Pt40tvFlu0Mt8l2kw8wzOwXGed2eMV7H4n+MGl+DdQaz0jTLa6kfD3UkTbVL9+nWu68BeOLTx1opvoITBLG22SInOD7VW+KniU+GPAd/cxti5nXyIfYtwT+Wa+O1B3bmY5bncaCmI9wfPtjrU1rI1pfW9wn3onV8g46HNdZ4+8fal4r1SORpnSKGMKiqcD3NcW7SE72diT3J616T8I/H934Z8SW1je3Ej6Vdt5TKzZEbHoR6V9UTOxB5AjxkMOc1Wib96GV87Thsd6uOolO5G+ZQRXhPxt8FzzyR+INPtmlkUbJ1Tk49eK4z4ba1o3hvX4r/XyxWNSsUYTcyv6mk+J/jZPHGvwvaIYrS2UpGT9489TXGzrbiTMEzOMDO5cDNC4JUbfmI6g1O7ZCOnVe/qfWn6jcw37iU7hKVAc9mxWekbPIqKQuTgEtgV1nhvxHF4US6kt7WO4vipRXkGQme4rAknl1GeYzybnkO8lvWqiQeajYBwOCev406C2lmRyiFlXrt44qSSARjG4ZYZABpkC/MAQpwPWpMrDIromdow2Kbb5a4+bhd2SM9quy3waMwRRIiZzuHWs9otgGeQemK6T4day2h+OtOuQxSN5PLYHoVPFfX6sGAI5BGQaXqKomII8qsCxPzA+1JbrmcB1IYDIPrV+iiiiiimlUY5IBI4qnDC0F0FDHDLmr1FfLvxuLyfE18sAot0VcjjpXE2+y0jkbzFd5flyOw6VDbabPqM7w267nC5HzdhSfZJlBMmURfl+Y96mhnU6fJby7XwwKNjoaqKzKcjjB4Jpwy0ZPGM9ajOSBtyB3ANTSxYjSeEkgnDA9VNSLHc6jPFbQrukY4UY6muj1T4ZeKtJ0oald2SLbEA/K2WUe4rlIIJJrlIwdrM20n39av6zoVzpGoG2uJYpHKhsowI5rMaJoQV2gA9xXqHwz+FA8WRjVdWDxaejYRMcy/T2rrfiV8JdMg8LvdaJbustvjES8lh7V4imlapYzKHtZ7eVOQehxWjqXiHWr1FS5muVt1XYN7Hn8e9Ym6Laww0jeretdZ8PfFeoeFddhnWVVsncLPFnjae9em/HW0v/EHhrS7jSYJLuyBMrtCN2OOOBXzkwaImKWN1ZeMMMEGmiUBido56ip7OCS9vra1jYB5nWMfiam1i3ax1ae0LhjC5jJHfFUmUbVyPXIzSqzRtHIhJKkMD719mfD/UZNa8EafPd5MmwIx9cCt29jEZiKIoGeaPtLbNygjI/E1Ru3kjsrlwoc7CcEdeK+O9RE1xql7KyZJlbd7HPSoMl2WJOAeoPap28uC18rzMy55AHb0olgmtbSOWeN1L5IBHWrLaVqSact01hcpARnzXjIBqkpLMqF/qKlhtZb25FvAhZj2UZo5ineOQMrKcEY6U4r5QDMBjqKfb3G2VxGMLIu0gjNJLP5MQgiIUHlmHeqjFum7dnpTCGV8jA7e9PLfPhmODUrMrSfIuMDBJ70tuVW7TzSCrNyemBU13AqTOLeQyIuSCKrQzeTcQzYLPFIGHPTmvtbRrkXeiWNwP+WkCN+gq9UF0cRqckEMOneoIMtICASRk9feroORmloooo60VHvPnbTgADI96VWV3bHVDin0V85/H+zEHiuwuwBme2wOO4ODXlUixbiTkbe6mktppIWLLIy7jjcD2qaOSUrJEZN8eP4vWoFKhSORzzxT5BGIsuTuzgDHFRiQ4IwHToR3puI/91RVi2tbi8mVLaRCT/CxwauWGm61aagWhs5VmQcEfzrvE1L4jX8Fv9r+0XFhGRujGDuHuO9W9VvNAj0V/Iso9K1snKvJEdrf4Vxeo3b6lGhv2tmnQEebHjc35VX8NaAfEGuwxTy+VaK48yUjHy+lfTJ8VeGfDGjx21tLuht4sLFAuTgV5P4w8da74viC2SNp2lg7oyzYaQjua831JNSixNd3EjOT8rMxJNRaleXt5ZWhuMMsY2bx2+tUgsW5ypLMR8uO9JFJyE2na3ByMZrr9N8fa9ottHFp148aRAAIx3Afga6DTfiPpOs3Ig8WeGLG53HDXEcexv0rtrTwR8LteRZLayMbSc4WRlINaemfBbwVp+oQ6hbwXLvAd6o8+5c+pFeN/E74W6xoGt3Op2UUl3ptzKZFkjGWjJ5wwrzJt6Eh0YHPIIrZ8LeHr/wATa1BYafGXcsCTjgD3r7L0TSjouiWNgm1jAgVyowCfWr5YyJtIHPBpFhKyqWwQfTtVHW8xabdPEP3qwuVIHU46V8ZySXM93OrsN5kLbD6560s7I2yRAFkA+ZRxkitrwzoOraodQ1a0tllNnEZiXHAPb613Hwogi8ZapNZeIZFuPs5E0ShR94HoT6e1e2+M7O2fwNqtu0SCJbVtigYCkDjFfHflTWoUSoy59utb/hbW4vDmtx6rKqTbODGwrP17VLfWNauL+OIRCd87VGMUTyFdPty4z1AGO1Vm4AkCgHHc0xRJeuAsYAHU4xip/Jt4JDifL/w7RwKq7Q04QMuWb7zDrmu11j4etoHhaHWLy/gllnx5UMTc49a4gFjIQVOAc1MyBCj7clvxwKW2ldFk2KNx+XnvVcpmXGcnIWvtLwrFJB4U0qOX74tUz+Va9RzxiSJgRnuPrVK1lSDIfg4OBV6NxIgYDGe3pT6KKKKazbRnBPsKpyGZWMwJBPyhT2qxbnenmFcM3X3qaivAv2hyRqminAOIXx/30K8XbJVSqvg9T60hbep29RS4EnYr7jrQUYAjJOeNx4p6b8g4DqB0IqW1t5ri42W6Dc3UE8VPNpVzBbtcSeWFDbSQc1UJTcCuUk7N0xVyXVb2N2C3krArgMGplvrutWy7YNQnibOeXPNatn4u1Bb6FtTSO+hQgskgzuH1rO1nUotU1SS7t7JbON2+VEHyrVdLm4t1IguHXHJI4q9pWvT2kztMWnEg2EFucd61fGOoS6y+m2WhwS+VDFt8tMk7j1Jqz4l0W+03wVon2y3kWch3kY9VHYVyNtKYwFLExOeVYdaWdArsVG0Zx05qJY5GUyqjFF4YjPWnKruQiEls9ueKV4pGcyMxUDocYrd0PxXdaPcghj5asOp5FfTXgrxDBr+iJKHUyDAbBrpiispVlBB6gjrWLqHg7w5qjBrzRrOVuuTEAf0osdO8PeGo2FhaW1oc7SI0wxPp61sQyGWJXKFCf4T1p5AOM9qTgc8YHSvFvib8SrrSb86dZZjxy7H+VeNXMFpqL/bFu0illYs0bAgZ9a6DwH4S0rX/ABTbW+oarbiMNu8oHBk9vxr6VvrfSfDvhm9KWsEFnFA25FUAMMdD618gnWLufVSNJQ2CvKSqwEjOTxX1d4b07UbzwBb6drUp+1ywbXY8ttPTPvXmXiH4K39nbaheaffi9DLlLeRcEfQ14nPYzW88kV3G8cyNhlI6U6ODKg7fmHTitWTzLzSfL8ly9uc7sYBHpUOn39nb2txDJp6zTPwHdvuCo5rwvbNGIkVSc4XjFUowCeUG0+lAV2YrEOR0B60+eW4eNXnu5ZAPlVWbIH0qFd7MMkkdDnilbCqGVt5B6CkblQDySc+lLAm7UbdCu1DIoPPXmvuOJUSFEiAEaqAuPTtT6KzDblZ87CQpwvfIzWkMY4AxS0UUUUH2qOWLzdvJGDninRgiNQwGcc4p1FeF/tFW+RoEw53GZMdDxtP9a8T+dVGS6qThW6igRPJGQRkr3XjNRRSZQLyT7jkU4CNicsxYnihY2ZCAh496mKuFBHyH0z2qzm4jtJIyymNxkg85rPwykFegHOOlKAFGSeD1HvUkNq10SFmAfqqt3qCQGKQxtkSA8ipIoJ7g7IEkkIGdoGalnguY4UFxG8Sn7uRy1RjavzAMrdhXrHwOt5bjX57iVYvJRDuZx19hXoPxE8deFbTR73TZ5re8vTGUWEDdtP1r5mVXvJHEceW5OxeKkjILIkp2BRgnvVk6vdHTns1IWEHOFAGahs7hbO4NwE3cHHsaidpGYl8HJ3EntULKvO4kkDkdOK9T+CerSLr4slJKSAHbngc19JUhGRwcU1oo3ILRqxHIJGcU+iivlv4v2zW/jGVSi881wQHmAqAu4d91NjDxOssLtHKhyjp610mp+PPEeqaMum3+oyzQDjDd/qa6PwHp9tpOnN4p16KIWduc225OZH7Y9RWaPil4ltvEM+qx3wdZWJEbrldvYCupf9oC/nsTA2mQrKwwZFY/yrzPWNWudXujdz9WPaqcN2sONybsdzW1BrGkzWjQTQ3FtK3WRGyrfhWVNbws5WOYbR0YDBIqkGUMVQZ4xk9qJVAICNuI5PPGaT935g3s4OM5HrTWlUOQATz9aCdzDkj3NS74vLZNmR/ezimIrkblO4dvpTmVo2RmBD5BFfauiSmfQdOlbq9rEx/FQav0UmACT3NVYJnLspU7N3yk1bxyTRRRRRRRRRXjX7Q1q8ugaRcLn9zcOD/wID/CvA90rQEuWCAjA96jVjHJ5kblcDit9NHsZ7Bby5vxDKBkxqvJrOt0tZrxbeBiNxxvk6fWmTxGOaQCRW2nBZelSu4uLRRkGSM7cjrj3qqBO7qkn3ScBgelPngMM5ijbeQcZHehiFlVJdiEcE4qsfMSQtHKpx096nu7gyOruuDgbjnIJp1hqd1ps7zWVxsd0KlsdjTZJbi6VGlleUE45PSpJdNvIbdZZoZEiLcFu4rUs/EV7pumNZ6czR+dxIy8GsVk8293yNkk5LPzk0gLpIyrKAf73TNId2QuQQOpqW2tUmk+e6jjUZOW5z+FbHhjw7F4g1aSzN5HD8jMm/jfjtWbdSRxSSWUaDAJUk8kkH1qq7sqMTGRtwBg9RXo3wStpZ/iAsiYEUULMQO1fTdJnJ4xxS0UUV8//HzTBBqNnfA484YNeOosjZYLmMe3WpUCSMFjDI3UbTW34d0NL3URNqbGHToPnkYkfP7CpfGPiaTXrtbWFPJ0y1GyCAcKMd8etcxITtCbdxHTPAAqUIiWirtG926+gomtprd1SZfmYZU9iKhMe9ehIB/AVLC6RjELk3GMYxwRUQM27b5J9B7mrcmi6nCoe4t5IUYZDMpFU5VEDFQQ/wDtZruNV8CtbfDqz8TQOJN7BZFz0FcM6xgAk7cn7uKlkkimcZJQLjIHWgsRGVhHyn7xbmnsERY9jkll5B7fSq53SS4cuRnoK+1fDw2+GtKA7WcI/wDHBWlRTG3EFc4z0IoVAqKmOgpwOQD0paKKKKKKKK4X4t6SdW8AX6KMvDiVPYivlaCR3hTAUkHBB7irlxJbqEXyAr7eSOcVClw+1hIgcN1qONnD7gmAegHetfTvCuu6qjS2GmzTDHJ25GPrVHUNNvNJnWG6iMUh4Ze4qbQ9GvfEF8bGz8sy7S4DuF6e9VJYJba4dJvlkjYhuehFRSqzHzPMB3H/ADmtrQRockF3baujedKmLedDgI3vWJNHDBN5Ydgc4x1B+lOh+zbWd24A6EYqxBdy2w8y2jRWbjJ5xSXF9e3jATyvIBjknpUU+YmzE+D64pA8hcbwd2MgZ60OImceYTGG9OcVYvxp8XlC0cuCBuL/AN6q8ZXAIXH0qfTppLfVbWdWUFHBGTg9afqoT+2Ljyo8qXyc9qqq0SSlpoXYbPlwehr3f4BaHssL3W5Uw0jeTGSOw617T0pqIF3HOcnNOooorx79oAxjw/pwZMuZzg98eleBtIpkAT5QowQO9TWd5Hp96tyIvMRTkKwyD7Vqavq8upWKPB5dvbhvmgQ4wa55Szud75JHHHekIdSdw+f3708F2K9GGM81o6vqBu57fMSxGGFY8L0NZmxk3NkoG9ehpN7BQsezOetJm4hfeNwbsfSu1/4WLe3Wgx6PfWUcsKrjzMfP+dcjex2z3G61gIU85Y1uW/irUIfC0vh+RybVjuUehrCEfzFDGQSOM03yMw+Ychen1qIE7vnO1cdSaWby1ZhHNuXGAwHJp9vElxqFvbxb2aVkAP419saXEYNJs4SMGOBE/JQKt0UUUUUUUUUUUUVBeWsd7ZzWswzHMhRvoRivjTW9Mk0LX77T3Rh5UzAcdOaqNFJDtYkYYfdY5zmk+4CWLKpPUjvQsUjHIJbHOc10mk/EDxDoFubayvNkZGCCvIrDvb/U9dvpLm5mE8uCTj0qok0kE++NmifH3l4zThHJMC/m5brwc5qvyMZIJPTinqHG5gAVHqOKcroxJ+8D0xyBSsoyE5CnoG6E05VYkICGPTA5waczKCqp8pwdyk1PomkXXiDWbbTLZS0kzhceg9a6Dx9osPh7X00uOVZGghUMyLjBxXO2VmL65SHzQhfoznj8aZd2YtZnSU7nHAC9D+NQBcMPLVueqCprcQwz+dMu/ZyF960Lm2tbhBeQPIXmbBjx0Ppmq8Ntc3t/Bp9tDmdyEVVXJJPrX114S0aPw/4XsNMjAzDEN59WPJP51tU1W3DIBHsRinUUUV4L+0HqhW+0jT0b7qNIwA7njr9K8WjhYpgSAbjjFEiMpVGl3he5YYB9MUscfltteQbWHPoKe0XlSYimDAc5HpRgdWPzHo7Ux0DEv5owD90HrRLG5Acr8p6b880xkyuSCQvvkCnEq0aJtH1pGJZFBY/LwBjpUgO1NipgDknmljWRz5SIzbu59KURsjgcOCcU+VXtLgxTEJIvUHtTJJmuIjxnb904wBUC7scoowOSelOWMFA3y8tgg113wt0Z/EHxCsUcDyLU+a4A4wtfWgxjjpS0UUUUUUE4ooooooor5/8Ajn4eFprVvrkUbLFcKElZem4eteRzKu1dznn7p9KGkYKqOx8vBxleDQjEsqDG0elXFMEzNEkWXIGOcjNVI1mtXfYoRz8rN7elRqD5pJ5Tv61KEgiAmj35LcZ4NEkrzN5ghCg9SO1WtN1CzhLJd2bTL2Ktg1AYhf3bLaQeWnJGemB61BIWVsSqu4cAY4pIYScvCdh69aaZCMq4Kyn+IYIrT8Oa3eaBrEWoovzxZ2kVW1fVZ9c1i41SclpZmJYE5xVS337XYEiUDAGKcjM8oLnDAc56E09pRkAR4PUnPelRDIx8sZYngqOgqTz3hUJyHD4wOQTX0V8K/h/Z6PpkGt3kYm1K5Tcpcf6tT2HvXp1FFFFFVtQv7fS7Ca9u5FjhiUszMcV8f+MNfufFfiO81CRm2PIRHGGzhe2KxlVjg7BHjg5bFK8StMFjXLFckk0MVdDliSO2OKYjSq2dyKT2xU0dwA22ZfNxwMDgVI0MM0RlVljI/hbrUD+c0apJ9wfdGetId4UqFIHBAoG5kc7SpJ4GakVBHaMu4MznOS2Sop0jqbWNVmYnPIx1NNtpZA8mwMPlxz2qApJ5m9W6VLM5eTfKQzngnqaN0kiZ2qqgYBPFI0aoyq5CY6kjrTHCqrjzVZjyPQV9CfAXwt/Zugza5cR4nvDtjJ67B/jXr5XIABIHtS0UUUUUUUUUUUUUnbmuf8aeHofEvhm5sJcbtu5G9GFfJ93YTWN3c6fOm2eJ9pU8fjU9rDaLayi/8xShBj28hqz51iSd/s/yqfumlixHOGlVgM8lO9NdE89wG3KT0J5FWmt7X+y2mkuMShsRxgZyPrVKIJPMI2yv93JxirV5pt3aIquAYm5Dq3NUeG+VW4P94YqeO6lg3LAvLDkjqars5dtzor59DUwhIH7wSKgGRx1qEw7FLNhU9W5q9HA8um7yVyG6qKpIis26PDOp5HQ1LI0zsJBjPoKs2unyzJPJuULCm9i/GR2xVDeC2GTbnpjPNW7WWS0LOA+GBDAnp9K6HwB4cbxP4ws7T5zAj+dKwPYdjX1pFGkMSRRjCIoVR6AU+iiiiobu7hsrZ7i4kWOJBlmY4AFfNXxN+I03iq7bTrNHGlxMRuBIEn+NcObKTYbuC3Mdrjbk88/41T8lnBUOqjqA/wD9erdxo15aaZHqU42xSnEZz1x3qmFeUru25PZTU15bw20y+RMkuFDEkc/SnSWiGNLiR9qMM4U81UkMYKqqNgdNzfrTxKYwNsitt6CpxMZcDcm4d24xUSzRuSNmGHVj0NO327AFiE7Z60wC2H3ZDx0JWnAGVDhhnsTxUbQyqcFmUY6r0oPlIcFWf0c1Giq7ZYEfNwatXrRTzfu1IYADJPHSr/hTw7deJvE1rpsYULK48zHZe5zX2Hp1hBpenwWVsgSGFAij6VZooopCMilpDnsQKWkUADA6UtFFIc9qUHPbFFHeivFvjT4FaaD/AISTS4CZIx/pKxjnH97/ABrw1ZftIT52Axzn+Fv8Ke6NHkN90jPP86nEMUunzSNMqunIUdWrPZ48oeDgcHuKl+0IVIKgsRgY6VJLZsLCO4P3WbC7v8aTyZUtlm3koDjbuqGSNMbimSexpixnfgY+br838qSUhDtkAXHc96c83mBQZM7RgAmlRGkwm7A9xkVaa7a3iCwjnpjsarTESyrIDjHULwKcbZvJ88EmPPXPQ0nnSeUUjJy3B2nORVn7K8C2rvhMkEHPJ57im6pJG15Mm85Byuehr3z4E+Gm07w/PrNwhE9621M9kH+Net0UUUUiggYJyfWvHfjz4jNlplnpEL4edi8uDyF7V4K08jQJGHLBBxuHU1M0ph04QtMWyxbYrZAPrVNiFdJDGWbjBPNauua1c6nBbQ3UhVbddqIv3QPpWcybYFaNh8wwOxJpIWWCVJHj3leSOualeb7dKCF+YnlVyQBUUkUqttVVx6YzSpLCHZZVDHGQFHf3psCrLNiRsL644FK0KbdicZP404RJwM7fTC5NRv5iuVJG1vu+tNMTBCc4x3zzUkcjjaFfGfWpTK+8h0LMTgFVqVEgLgh8OnRDUUsUgdcx8ZwoUdTX0b8IPA/9g6MNWvo/+JhdjIB/5Zp6V6ceBzSA5paKKKPrRRRRRQaKKKQ8AkDPtS0yWKOeF4ZVDxyKVZT0IPBFfJ/xA8GSeD/FE0Ch/sc5MlrJ1BU/wn3HSuekmWQokoAjHG41CltLdOsMW5s/cx3FOa3mtp/Ku4ShBALCo5IIxKUQEkE/N2q3bObnRri2PzCM7x/9aqLwuNhR93AJGelW764SZFl2bGwARj5TWeR5rAPg57CnrGQMNGyp/tcipkgiVc7vlHcc0x5kVSschyfXpUTFo8DeXx0xzg0JIWYb15PBx2qygcho1kbY3boKtaBaRSa9bwTyIsTZ3H2qrPEpvZgJQ22Q7d3TAroPBfhW48X+IYrcIDbxnfM5U8LmvrKxtYrKwgtoUEcUSBVUdgBViiiiimlFJyRz6187fHmxkTxRZ3OzMLw45Y9RXla/LKW6DrjNN3Kpk3AZ3flQ2TF14zgE9KtabpU+tX8FlYRpJdSNsVd3U1reLPD83hW4g0vUWj+1KgYpC2Rzz1rnYZ3Dfu0f5vlIHzDFagaztNOzAzteucODgBF9BVB3M5VXYIOmc4olLlVXaoU/KDUYVVLHacAcZHFSQ3DLG8YC5cY5HIqM79qjecZwoxyaualA1m1vFNhZjGCQRg4PSqwkaOFlCKSx6k9KligknhMiBcg7T2A+tNuVWNliE5c8btp4zSPAvkFwrKxOPnNdl8JvCVz4n8VRyyBvsFkRJOT0PoPqa+qURY0VEUKqjAA7U6iijOBmiiimugkQqehojJZAxzzTqKKKKKT6Uveiiuc8beFrXxZ4flsp8LInzwybclGr5e1XTrrQ7qfS9UUKYT+7O3gj1FZ9islo6zxziPc2EycYP19KguXnZWaadnyTkk5/KiBvKD+ZvIK9BTFlSNWKMct0I4NAh80ghdp/vA4z9alEEpO3fH9KdgKmGj5XoaY8235VOVPZj3pgCEESSbTnnb3pvkuwO2JyP4SvNSRwTwqJp7do88AsuM0KcfNINyN2HWop9zzbkiRFA7HmpYYpwPNCA/Lxjg1FK0axgop80nJzzivpv4N+H10rwPb3sqf6VfZkZiMHbngfpXotFFFFFBGRg15H8fdNim8I218VIe3mC5UdAa+fLO58pyFiLjHBbvQZFaVpDEzZ7HpTQWZDGEyufmC54p9ndXOnX8d3aeZFcQn5JF4KmptRvb3VLp727mM08n35ZDkmtzwVqWmaPd302qWgvN0BWFSOFY965uRUkncpuQvISBwAKe6x28gUbm45PXFIznG5A7e7dMV0mtaTotl4b0y/sbwz3VwMTRE/cNcyoZicqij26mnZMbLIo5TlWc1akXUtevHmCG4m25cjsBVeAwwFhNbmQjjAOAK2bi5s5tNjhQqkg+YxrwP/AK5rIlgi2NIpL4PRjgiiysrrWdQt9PtI2kmuJAiKvPJr678G+Frbwh4ct9Mg2tIo3TygY8xz1P07Ct+iiiiiiiiq1nMZIyp6px9as0CiiikYkYwM+tLRRRQc4461xHxA8DW/jDTGMKLHqEQJRiv3vavmXUrO/wBHu5LC9jljMLFSGXpUJbMAWOPAHUjvTzZyzRJIWUKPlxu5FNIjhfa24EDjIyKjaV2Q+Wo564FQMzn7yk44GeoqRY5MHb5bk9ATg1HL5hxGyoSvUZFTQhVy0hGR/BjrVh70gR+WDDjj5eKm1DVDe2ltFMjZiUgkHrWU4ifhN7D3JzW/qenafYeHdOeNxJfTkvJtbO0ehFZUQM7MFdEeNcnDdfwq94X8M3PifxRZ6ZAzEyyAyttyEQfeP5V9iWlrFY2cNrAu2GFBGi+gAwKmoooooorF8W6FH4k8L3+lSKCZojsz2ccj9a+P7m2nsL6SxvItk0LbDGvUY9aa5XaMB1YdFQg1at5LeK1nMod7mRcJk4Vfc+tUQpzjO7PJPNPYSMv7ry1AHGAaekkyghsH1PamqIsBZ5hu52gcVv6V4L1XWNJutUt7VvslshLSb+D9BXNo8JwqhmGcHOasxMX/AHSojv0X2qJzOkm0sqsp5A6mmTl7hgZCNx7Lx+lXxBc6bZR3tu80W/Kkof51TikBYuVLk9c96t3FpbmaGSDBZ1yVDZINVLry1YBFbcRzluCa94+C/gWSzT/hJNSTE8i7baMj7oPVq9loooooooooqlbCQnzjgKTggVcOSODilo6cUUUUUUUUmRu29+tL3ri/HngGw8XWEnyLHfBSUkAxuPoTXzNq2k3Ojam2n3scsbR5GCnB/GomkSO2Kw8kcg1SM6SKGli3dsChDAsZ8tpNzdOelCgl1IcE9PmPWtC+sUsBAwnLSuu7aBuC1SaKWVxJ5STKOWKUFUEh2p5TDoCM1IhnuEEMUfncfwLzUbRz2rgPDMhzxuGRT2d1iHmwEA8jA6+9RSrjBYSOMdccCnWdq+o3cVlaWrz3ExCRpF8zMfpX098MPh1D4H0pppyJNVulHnt1EY67B/U+td9RRRnNFFFFFeTfFr4ZnX4W1zRIAdUiGZYV488DuP8Aa/n9evz4C6ytG6iNwcOgXBBqN+WDMAxU4z0wPSp23wosyouDkcCq53DlWGBzgN1qXdHMhJO189BnFQzRIiqzXAB9FToK7TQfiXfaT4cl0BFR7SUFd20BhnrXIyKsUzJsZg33cdK2vB1kt14kt5LgJHBEdzBsfMBUOrrDdareSwQCFTIdpLdaxinln5ssT2Wtw301p4ahhSNCHmJIZc8VnsIb6N2twkci8EMeD9KpErGu0Lh1PRRjNeqfC74cS6/dR6xq0Un9nxnKRsMeYf8ACvouKNIo1jjQIijCqOgFOJAIGeT2paKKKKKKKKpO5jiLx/cJ6Y6U+1uhL8hzntVqiiiiiiimsxBHGQe/pQwJwQcEU0SHdtdSp7HsakrlPGfgaw8W2TCRQl0B8kv+NfMXiTw3e+GtXksryF1dT+7fPDCs1A8ao+Rhz/GucfWluxHFclYo12EDlWyM1V2AsW2yIw53gZFTlbhNssmSh6SY4q1Z6hLBBPbwlMzDa4YYJHsafcXMl3Bb2i2oJjGC6Dr9auvfR6LatBbhftcygPIozs9qhTVy2mvBeEO+75JH+8PWqkHm3E6JbI8srHhV+bI9MV1uhfCrxd4iuwZbSXTbTPzPc/IMew6n8q938GfDrRvBkIe2T7RfkYe7kUbvoo/hFdfSBgTgc+/alopMjOKWiikbOPlIB96FbcOhH1FLXnHj/wCE2n+LPMv9PZbHViCS6jCTH/ax396+ftb8Oa14cuzY6xaNb+jHlX9wehFZv2lxaG3IVhncB6Uxynl7RHufuQeKstAotUmkidCwwoYcH3qtsdcdWB5IC1G8YV8rBg9SPSlDMPl2uxPUKDxV/R7j7LqkTDeqjO4+lUboNNcyYmDZYn6/jSAOqEnPplQBitFNsmmrDIzblclc9BVCUFZvLjjLMOm3vXrHw8+EtxrPl6v4igaC2GGjiZsmQe47CvfrW1S1jSKFVjgRQqRoMACrFIPUjBpaOaKKKKKKKob5IVydh5wwIwaR4x5xaEkKAD8vFW450bClvm9xUtFFFFFGeaKTA49qCoPUA0YAx2oGRnuO1YXibwnpfimxNvf26lwP3cuPmU/WvnLxf8OtX8NXbGHfPa5JR1GSPriuRPmfMjbQwPK9KjRTHKB5oRxxxnBqe5nvpTGshQonA2jFQwRCa4CSMsbE/ebtVuG7jsZpIFDM5U/vQarW/m3fMaCVy/3Acsfwr0fwn8INV8S/v9Vhk0yzxlHkT94/0X09zXtfg/wHo/gyy8qyj825bl7qVRvb2HoPYV1FFJ1HNAUKMKAAOwoHelpGG5SMke4oxnilxiij8aQZOcjFHTJJ4papanpOn61ZtaalaRXMDfwSLnH0PUH6V414s+B0kTPd+HJvOQAk2kxww/3W7/jXklxpU+kXUkGoWstvNETuSRSDmqtzPNdsPOnOwD5Qwxj6U+WFRDAo3lj0KvkL9RS3P7uc4iVwAACGHP4VVIZjuaQoCeQDk09rfYCxkZT6sev4VCwjK9TkHqRtoVQUB6rnjcOpq1DbteItrECZXbChM5PtXtvw0+EUNps1jXofMlwDDAxzj3NezoiogVVCqBgAdBQzBRzk+wpuDIedygdh3qQADpRRRRRRRRUE0gZdoJx3I9Kz9M1bTvE2mx32mXaSxMAcr1HsR2p8kU9u5cH3BFOLvLtEm0MOQ68VZimKjDndxwanV1YcEU6iiiijHOe9FFITg4wfrUeJASA3XpkZxQhlYYdArA888H3FJLaw3CgTRI4HqM1yOrfCvwnq7vJNYGJ35LQtt5rl7z4E6af+PPUZV54Eq5x+VUG+A8jY/wCJtGPYKeKuQfAmyXHnamT7iLJ/nWtZfBPwzbsGuHuLgjtkKK6vSPBnh3QmD6fpNtHKMYlKbnz7E9Pwreoooooooooooo/Giiiiis7V9B0vXYDDqVlDcLjALL8w+h6ivNdb+BthcjdpN88JBysVwNy/mOf0rg9U+E/iLTJmZbSWdCOtt86n8BzXG3HhvU7WYiaCZDnkMuDUKadJHJueNiq8gEY/OmypeNK0kcRDdwq0sWn6rKWMVoDkd0yRXRaN8MfFmuOpS0aKFusk3ygfTNe2eBvhZp3hXbc3TLd6hj77DhfpXoXTgUUUCijoMCiiikYhRk0jOi/eYD6moWu4tpKNuI9OlQPcM8GS2OfWmMWCZVhv6bielfIPhjxPr3gbUjcWEjCPo8ROUf8ACvojwd8X/D/iqGO3vHWxvmHzRyn5SfY1332aKRQ8L/KRwVOQRUIVoNxKHC9cd6ejRtna4BHHXmnxymNiHkyuBjipUuInBIccetSBgwyDmloooooPIxSYwc5J9qapk3sGC7exFPooooooopGYKMk4FVkSX7SJHYsvOABgCrVFFFMMoV9rBh6HHBpUdZFDKcg9DTqaWyDg9O9AyV4b8adRRRUCeck0hkdTGeVAH3anoooqKa1t7kYngilH+2gP86y38J6DIxZ9KtiT/s0xPBvh5DldKgB/H/Gr9rpGnWTbreygjb+8EGfzq7TfLQMWAwT3FROwTCKru2MgDtQjy7wnlEL3ZmqekJPYfnRzx096UgHrQM96TcAcEjPpmoXuVUqBzuOPpVNmkmJxlhkjJHSk/wBSN0jp09OvtTkaT7N8iKC3fHalWzkkILAAdOag1DWtG0aNmvb2BD3BYZ49q+OYNUKqqvbq468+lSNd6bJ87W2xx/GpwRXc+EfiTqnhx4oItR+02anJguGzx7HtXtvh34k6NrsZWVxazAgFXOVP0NdeI4ZQHQIwPIYcg1C0LRbj8pBPAAqMqpcbohyCeB1pVlB2hHA3ep6GpvNmQAsgI6HB5qUSDgEEE9AR1oEqbtu4AjnBpwYEcEGlopMc9aBnvS0UUUUUUhYAgE9elIy71w36U4cDFFFFFFMykS8DAzziiOVZd205xxTsUZPHHFLSAAUtFN2EEbWwB2xTh70UUUUUUUUHOOKQDPUUZG7HP5Uc9f0paTcoOMiopLmNB13H0XmoXkdlAw+MZPOP5VELaeZgZNqDHAWnmKK3GArSP0HejZNK3RdozgKcYpyWSAsXAC5zj/E1ja1410Hw+redcq8o48uMgmvHvFnxru7vfBprpbx5x8p5/E15VqOuXOpXDyTz+YSckkk1lneNpR+gzRIFZlxyGP8AKkCxnd94HnoantLye2cGGaQZ612/hr4oazoTBDdyGIHlS2QR9DXsvhv4yaPqkccd8PJlIwXTlc/TtXoNtc2OpQia1mjlQ8ho26UPbSomI5N/OQGFJubAkG1W24YEccU4TuxQlCcdcdqmO9wSAMjpkc1VltpXYHkMP7pwGHcfWliWa3cYYFWHAJz0q0kquBzgkZwakooooooooopoRQcgYNOoopMndjacetLSfTFRSosrBD9Tx/WpFRU+6APpS985P0paa7bFJxk+maEYOgYdxTqKKYiMpbLkgnIHpT6KKKKKKKKKKQnAJPQVTlmn2khSingetRLLGiAMQQvUd6kjZmJYRiFOgLCpJCAE+ZSM45FIA0zuRkpjC4OBTvKSBN8kxVF5JZsCuS8RfEvQ/D8LrHKtzMvAVWwufrXjHif4z6rq3mRWjtDC3AWMYH59681vNTvdQYvcyMx681WMR2kBRy1IS4bIx0xyKczDcAFwBSKUXBK5wPWnc5CCPG7nrSoxV0JC4IORjpSYZmCsgbsacjyROdnykDBwTxXR6J431jQ5keC7kUqAflbFet+Hvjn5nlxanbrIT1YfK3+Fem6R400DXEH2a+iDn/lnIQDW66Nt/dEKfpwarmK5Vgd5K+x5FIkksTiN3L56HbU4YuuUJVgc4agjGAY1PoQMimG4aJgjR4HY5wKetyjex9DUoIYZUg0tFFFFFFFA4HXNFFBpBu53Y9sUEZ6Ej6UtFM3P/c7+van0UgUL0GKWikOQOOTS896Q57UtFFFFFFGaaXAzyOOtMM68BGUsegNRSOSNzeYpHQKM5qKONI8NI7Fz1LHJ/wDrUgmj85US3UDuSMmrW15VUsAvORnnFR3U1paRia8mjjVBndIwArgfEfxf0TSEaKybzpR/ERhR/jXjHif4raxrk7qs4WIZwo+UD8K4W5urm7mUzzMxPTPSoE3j/lo23PanfIyYLMRnqaRMeZlWyAeMGmtJGJRktgjPWnE4dgBn3NBBPRRngdKd8zFsso298U1trA/OSfYUORndzkY6mgIS28HqMdaXYfNbB4I4pEG0q2/lTkVbt9Uu7O7HkSkd87uleheG/i/r2kuIZblZ4geFkO7ivWPDvxk0XVgsd6v2WU9WBytd7BeWGrQ5trqKdeuY3yRUwgxuw7FSOhPQ1GjTLx5bDHBH9RT93mApJGGAPPIz9aQW8O75Dg+xqZFCkhQoHce9KGOMlSPWnUUUUUUUxpURgGOCfal3r2IJ9BTDMqk4Vj3OBT1kR87WBx1x2pScDJpaQsAQCQCegzR1xg8UcHnilooyKKKT9aWiiiiiimNKinBbmomuhkCNc+7cCkG8rlUXfnqXNReVP8zb357KMCpFUQqPMbgDJXGf1ojnmkO5Yfk7Z4zUgt1L73GW61m6p4m0bRFY3l7EjDqinLV5f4p+ONvbq8GkqobGBI4yfw7V4/r3j3XdcmYy3BYHuW5xXMebJJJ5su4kg87qQgFmyRwO5pWDKR83GOaaquqnK5zjuRxQoHzZjIx0wciiLbkfINx9eM0OvykhVBU4NbNx4V8RWJ/f6Lcgbed0ZrKfz4nCS2zQlf76kVX8xdpJwSx4FOc/OuFGM5GPSpAhzg4560Rqe4BxjijZlT8oDA8UqgkBgq5PXJpT82SMZX0FJ5YK7scDB4pQ4jB2jLLzgGuh0bxjq2iyxS2k8iADs/SvVvDfxxut6w6tbLKvALg4YV6rovjTQ9eT/RrtFk6GOQ4Oa3DBE/zgcnuDTXt8oVRtvccdDULRsMb4mcHhjnv61IJ/KXEqlF7Mxz+dH2iAcpJkd8cin+aSmU7f3hQk2487fTr3pGndG2snXoaj+0yAkMI8j0yc05rh1K5jYg+i5xTDO/G6JiR0YDn8qbi4kBOcBuoY9KRrWRWBSYbByytz+Rphjmdd+5nQnkE9KctvhkZJH46jPNWHkQMQ64/GkVSLfjaDyflPBqNxczqFMYXA7nikitnjHzMAT2xxSo1wm4KdwA/j/wDrUjSO8Z8+NUIOAC3WlMQQ8IQhGeuQaT7QcAK2wY4OABQJzsZXHmsrZ6YqR7lox8ynJ6YFKbvChimAegJ5NCXgK5kQp6Z71IlzDIAUkU596c0qKQGYAnoKQzxD+MUgm3fcXIHfNNebOAGCDuxx+lDSryPNI29SFpBNG68yNjvkYzRIq5AX7x+6MUKjqMKpz3JP8qkSNg+5pCw9KrXupafpkRe8uooV/wBtuT+FcR4g+L+haRGRbE3EvbPAryjxH8ZtY1MMto7wxHosZAB/rXnd9rGoai2+4nJyTlWJ5NZm0g4ztJ555AFPZX3g4Qr0yBSPv4UY5OBwDij95hsMGz1ytIZHCncq5x6mlEp2nKsMkdDSrK+/gZDfpTVLBgxXAzgVZhtLu5Z0ggkkZugSPPP4V6ZbfGvxbbkrLLBKgH/LSMHP41oxfGuK6ULrHhrTbpDwxEfzfqKsDWPhP4hUJd6JJpkjc+ZEOAf8+1Mu/hBoWuIZfC/iO3nYj5YZWwT7VwHiL4f6/wCGmBvNLmKDI81BuU/iK5QY3YYMuOCKX5QfkJ4PHNNUgPgZyD1PNOwFc/MTkdKRYXwCz/KRgin7FUBw3KjkUny4KhuOx9KRvMlQFdysODxgVctNUvLNlaGeVMjBJbA3Cuz0L4sa3o7Kpu5Wj67c7lP516Vonx1t5NianbqQekiHafxBrvdN+IfhzUtoW+WJ27Scc/WuhhurO8XMM0MwYfwsGpxto92VG31A70n2UAkq7AmmNHcA5Vxnvxwf/r0gedBhlIB/iJHy+9N86RSVl+fHR1Xj8aYtxKMk5B7K54b6GniaOVAA7xN3VeSKJNrsEkkYqB94kChYJEH7l1xjgbs08xl2XzECsBncp5/Km+SyTLndI3USYHFGyf8AjmUgn7y8UFYST8g8wj060PHJI2VI4GNrEZoSNFGC7eZjoDmhYSuTINq455yKZutgpCrvOcdKeEmkwUcoAMYNN+zSgANlyD13YppXazB5Fx/dxjNPEEaqxKIh/vZ6/nTVXum1B0G8ZzQ7wq/7xXdiOccqKYbmJD8luJO5CgAD86HuSXDBjEG5IdeW9qnTzHAMWwfhx+FOVLpiS8gXHQAdaesLKeoIPOcc5pwhAI+Y4Hb1pZHiiXfIyIB/ExArIv8AxboWmg/aNSgDD+FTuP6VxOu/GnSdOYx2kXmtz80jYA/AV5xrXxv12+DpaKscfonAP49a8+1DxNq+qsz3M0hB9HOaydskzF3diPck01SCxOQMehxQW6ZcED3o3NggOCCckHFK7jeD8ye2KQEM5yQT27UFW25C7u/D0jGXaoBJ9ic81b03StV1a6WGws5riRgAFjTdzXo+j/BLVmt1vvEt/baPajr5jgvj6etbaxfCbwpHgtNrlyp7/dJ/T+tQTfGmGwHleHvDdhZAD5XZQW/MYryYIS+1jwRk80hVFWMBhnJzTmJJIVuM8VJBcXNpIHiuJInXkFGIIrvNA+L3iDSNsF5L/aNnwrRXQzkfWul/4tl8QhIjx/2FqT8bhwjH+X8q5bxN8Gtd0VTdaen9p2R+YSWxyQMelecypcW0u2ZXjIOGUjBBpBIN7DPDLnApjSAjB3E9eKGkXPTC9wTTsA/KSAh4IA706NjjZkdOGxnNMUlQ4JBbqoNOLcAIGfPYChUZ1KiIAk9WPINSx3F7Buj89lKdgTxWzY+LNWtU/czuHB4IJBz611ulfGrxDp+yOad3VeCrqH/nXbaZ8fIXVVvbWHI6sG2k++K67T/i74dvUzIZYT9NwzXQWnjXw7esqRapAGboHO3+dbEd3azgeXcQyA9Nrg5qXYpGNox6YpklvFJglQCOjLwRTfskOMbBz196cIAvCEqPT/Cm/ZgTl3L+hPUfjSCO4jY7ZQ6nsw5FKEkK/KPLYenQ010YId8QkJOSBQYtwBaNlA6BCKFUhiRDsJ7nn88UFPKA+TcT1GMg05A+z5I1jyemKQCZsgxgAdDkfpUbQXG/IlyvoDinrbHq5GfpzTVsucvKzD0PSnCxhHXcfqakW2iVshce3anGKNgAUUgHOMUjvDHzI8a+7ECqNz4g0eyH7/UrWPHbzAf0Fc3f/FXwzYhiLh5scfIuM/nXMaj8dNOhVvslpluo8x8/yriNU+OmszPttX256CNQP/r1xepfEHxBqshM11IGJ4DOSK5+bUbyeXY93MzA8knIFQhZh1fzVJ6g8mmsXBDnp3XbTmdgo3Kpz0FIBltoynPUHFP3HAySMnApuFPzcAjnpSYyBuiRscnnBNNXazuSpXHHWm4IBO3I6cc1u+HvBmueJ5jHpmmTyDAy+0hV+pPFemWXwn8NeFIFvvG+uR+aBuNlA2ST6ev+etLffF+w0a3Nh4L0KCxiwV+0Oo3Eev8A+vNecav4j1fXZjNqeoTXBY5w7dPoKy/KVvmxzjNLjGTgH2zUW/5zgr93sKVcs5JBIHtin89yAfehCQdoO5lHYf1pwXeSXPB5xTQv7zgsMt0FdR4d8eeJvDEg+w3zmAHDQyfMrfga7pfHXgfxrCsHjDREtLpjg3duMc+pxz/OqGo/BSHUIjeeDtatdRgHzCF2AcD0z/jivNtY8MaxoMjQajptxbOP4njOD+NZQIYDCFsjHpSplpWTAU8deaaqqufnJOeMDp7U/acbgAp9TQJQUKgsXHYUgk3ZZEYEjnNDM8pWSNcMB82T1phDbvlOARyV7ipHRIwpAyrdyeppnl5bCoMr0Vu4qQNKhDCYqx+6QTx7Gp4tVulTYZnDE84HStG38VaraN5bS5C8bmYjP/162rb4l67aBQL25UdnVz/WtW2+MXiGI7v7TnkA6q6g4rZtvjnrakBntpFPGXStSH483qECW0tJV/voSBWjB8dwdrS6UhjPeNzx+dacXxy0Zh89hcDjqrgir8Xxm8NsB50d1Fn/AGAw/nWgPit4SKBvt78jp5ZzU6/Ezwoyhv7SAB9VNTxfEPwrKMrq8Q5xgqw/pTW+IvhVGYHVYxj/AGT/AIVEfiX4WBwNR3f7qE1E3xR8LKcG7lz/ANcjzVSf4veGoX2gXbn0EY/xqtJ8ZNDCFo7eZh6MwU1kXXx0s0bEGnjHYyS/4Vj3nx7lBHk29vED65bFYV98c9Zl4iuFjJ6FIwB+tYd18U/EcyF31C5kPQ/NtH6Vh3HjXVrnJ86UE9Nzls1iz6xqE5zNdMTnoDjFQNPO8g81y7Y4LHgCmY2kEEknpjtQE2jgjPc9Dml3yQgMGO5uFDDPNOEZVS3ysc8lD1PpTd20bto3dwBjApRJlgRhhjJGc49qbtb5yM88AU0ttBA5H3cZoBRQG5I9KVXRlAPUnjFTJHLcSeXbxmWRsBVVcmu88O/BzxNreya4txp1p95pro7cD1A6murTQfhl4F+bUbt9d1FTnyo/uA/h2/GsvXvjDrF3bmy0OKDSLLBVVgXDfn2/CvO7i4nu52nu7h55D1aRtxNVwqgAggUrI4UkBTnqQaapOGDZAA4xTQHDHDAjGcHmo0OIySAPbvT4wxGeOTgGntkkbnOfQUKOvXpjk4ojA2gjBP50oJ2gbjnPYYp5VRh2JPPrTWOVXCj73TFXtP1O/wBKuvPsLqWCVMEGNyDXoekfGXVBELPxDZWuqWh4YTIN+P5Zq8+k/C3xqQ9rdTaHfOMiNjiPP8v1Fc/rfwS8R2G250l4dWteqvbuMsPp3rzy902/025kt7yzltnB6SIRn1qqOVDIeR696cwKEPzz2FG5t+Pujrx2pWZYnDKww/XHr3oIzlRkjGc9AKSPK5jLYVh90c0uc/IxIZf4z1pvnKjZ27m9TzmnksSccMegP8VNAyoQ4Oeh70nyx9zIh4+boKd5mUBYDg8E9voKTy3ALtIp/SgcAvEDu6MrdfyoQliQhYZzkMf5U5jJEoKuTx1BxTkurhfuSHHp/jS/aJi4ZHZT6jpTzeXES7nmO4dMUj311KFcyN1GHXj9KUXl0QQ0zHHRgcP+NH9o33O2ZtgPLGmfa7kSEi5dvUuf5Ujztz88kZPdm61EFeTALlhyOTg0jEqyq4I44yaAM7gh475604RoFLZxu5yeKVFMeSmcjopPFNaUk5mHPbHWn7D0IDd/pQzbU2bM55LDgmo1EYYbT857HjFOaPeoAbPcnFG3aCxDIx4U5zSbfTDAHqPlOad5j7gQ7AjruGeKYGjlYkogGf4Tg08g9ieKRVMsqqmGfPAxXUaH8NfFHiLBsNLlWJjgyzfIv5mu7t/hF4c8OxLceMvEcMcgGfs1ufm/x/Spn+IvhPwmjReEPDkJlQbRd3PLH39f1rh9e+IXiXxISt9fyiJv+WUR2oPwFc1IZGO4gH3PWhjtRt25SvAxzQGQxAZycdaQAMFJXoeoNKVfIwxI+lMVs5Abqe9JzknaSc4JFLf6feaUwiuYMblDxyKcpIp5DKehBHemRiQqmHVACacVjGC8rt14zgUoaMFtsYJIzmnruIyOnYdBTc7UDHrk9KceWI4x1ppZnRCGIB9KUkCXBYkHsKUFw/3QoB79aCeflB55Bx/WtvR/Feu6EVbTdSuIcDhN5IP1Fd9a/GT7dAsHinQ7PUocYL7AGH0p7aL8KfF2Wsb2bRLt+fLcfJn2z/jWXqnwO15IWn0W9stUhxkNFIAf/wBf0rgNU8L61osmzU9NuomU87ozisnAX5cgDOVHcetKH42RgFQc7j1FIyucqxO4/dxSjbtAYYfsB608MQ235Fj7g8mogyhsLucA/KRxipDukBL8fSmqFRN7OCMYI9frTWbbs8rJ74p+0nkYGfvA01mUMAuS3Y9KXzRIwjYAMew6U45BYNw3TFI20SN7DtzimbydqoCCByV6/jRtKoAdoB/hzn8aeV2PujJ3dy/WgmM5DAk/7XU/SkbIUl23AH7r8UhJk5+4mOh/pTlACHaCccjd3oLLuy5MZ9B3/CkLMdu9QYs8Ke9KQA4EJxnoG/oaQqcMjKScZOT0qPO7DKTtX7ue1SAhclgSKCpVhMhJB/hU9aRTJvO7BcHkg4IFOMituLAlSMZx81NQpkMGHPRakLPkYwX7jsKiOV+XHy9iRjmrFvaz3UgS0illPTCKTmuy0b4ReLtaRGXTTbxdRJc/J/PrXWw/Cbwv4fTzvFXimFHHW3tWyx9u5/SpP+E48B+FVEPhnw2t7On/AC83gGc/jn9MVzmtfFrxXrSmMXf2GA5/d2o28emetcXPcS3ku6eWSd8/ec5qNiADjKgnoeRTSsgGdwIA9KQMVOcAjrweaC/y4zgk5w1DMuMtHn1wKjCxnfsbYfRqkCupBDCmK7AfOpUfSjzFVSG+vpW/4I8W6bbIvh/xZbm60CVjsmAJlsWJ5dMclCeWX6sOchu38Q/A6+SBdR8NXsWpWMi+ZGEYEsp5BUjhhg9q8v1HS7rTZ/Iv7eaCVeCrrioiyjBAx/WhXZww5A7AUEbY/nb8qcoO3uuKCoUFeDzlfQUMVySSSQB0pzHc2QuD1HtSjJCsWz6AUFwqDByeePSlZXeISEqq+lMGxcFSSQex4rS0/XNX0eXzLDUbm2YHI8pyPwruNL+NHie3RYdThtNTtjwVnjGSPqOv41oHxl8L/EJZNa8NPYXB+9NbDIB/DH8qR/hp4G15C/h3xdFEzciG5IH4ZOP5Vjal8DfFdpGZbQ22oIvKPBJyw9ga43VPCPiHSnJv9Hu4j3ZojgGseSGSIbJEbPckYxTWAVRs+c9wvSgu8i8EDHp2oARfm25JPelG75iBtz29fpR7qC3qD2pBGGkXDZ/3j0pAqmUjoR91jQSzLsdivOM9SaU/LuUqVc9B/eoLfNsICEDoKQDaQQMnH+fpQhOzggknlc0rsgJVBu/2W6CjYx2ljvOeAf8ACl25U78fKfXgU1ZiW2oMADGT1H0pPKyikE8f3qViJAVxgdz3pzfKqlcPnjjt+FNIMhCDlFOcZp7MFYBuV6HsR9KCvVwcIeDnqaYykfOFwTyoHpSh2C4k2s38QI6VZt9Nu76UJa2txJzwFQtXV6b8JvGOruv/ABJ5IUIysk2I/wCddTafAxrJFl8ReJbGyDcum4Fse2cVbFr8IvCibJrq51q4X+Dnax/T+dRy/Gay05DF4Y8LWenqOFmlQEn8v61yWtfEfxXr52XOpzLEesVudin8BXMS+ZKQ5mYuerOc0EybQTGD6EGmBw+CAVc+vWlA5JDZxTH6AHLDqQaU5XhTuXpj3pH2lsNH04zSnBGATgevNHzBAODTWIKkGPHPbmjy1JJRhkDntUb+aoBCl89lGTXbeFPhb4k8VskgtzaWR6zXKkDHt3NeZV2Pg74meJPBW2HT7vzbHOTaT/NHzycf3c+1ezaZ8TfAnxCgSw8SWUdneMNoaYfLn/Zccj8azvEfwKEyfbfC9+k8TZZYpGHP0YcGvKNV8O6r4fnaDUbKaFwe6EA/Ss0giPoq+7UoZVA+Yk801uSDsyQKCclgWA9h3p38URxxjuaRm55PGcYFCD5Dnpn7vehVUKwkOOMgCk3hNu1eGHTFOLOxyOB6eop5XKDJ/EGkJVEJCDI4PvTcHCzBtmOuDjFaen+Kdf0llNhqd3EAe0hArsLH41+LLEbbmSC+hUcpPEMsPcitZPix4b1lCNe8F2khP8cIA/XGf1ojk+Det8tHe6U5z8oyFU/rSH4W+B9T50bxrCpJyEnIH6kj+VVrj4DavIDJpmr6deR9gkhyfqelYF98GvG9rwdMEynoYZFc/jg1iXfgPxTYjF1ol5GQM5EROfxrGl0u/gA86wuISO5jPFQsrrlJImU4wODk1EEIwH49D3pyglSqc4PIPekwjg72w2AMjtQHJOwfnSFdylgdyj+LpQAGyCMr2PpTucFieR/F600kyDdIDgH5cf1qUgEjDA5FMSOTaDggKehqZYp5sbLaXJ6kIeferkXhbXbllFppV5IH43pE1blt8LfGd2oSLQriM93cbR+tdDZ/AjxdcRKLlLSEf9NJgce/FaUfwRsrH5tX8Y2ECD76qwJHsMkVOnhn4TaG++98QXN/Iv8ADFnH8v60v/CYfDDScf2Z4Sa8kHR7jv78k1Bd/G7UIITHomjafpqngbY8n/D9K5LUPiT4z1VmSfWZkVvvLC3lqPwFczcXM945NxcTO3dnYnNJ5JAUKME/iBS7toCiMYH9w/0pFKqGIYZ6AEYpAmWEfOCMk+lNDESEkkZOMH0p+Szg4DAenNNTZtPVCB36GjD7h3U96TJGO2T6daXevIbqTSFduSnB7DNJv4AIw1OjVpX8mNHdmPCgZrv/AAx8G/EWvslxcoNPs2GfMm4Yj2HU16SmgfDv4V2wudWuY7m+AyomAeQn/ZQdPxrgvFv7QWqagj2nh21GnQdBOx3SEe3Za//Z\n", 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\n", + "text/plain": [ + "\u003cPIL.Image.Image image mode=L size=512x512\u003e" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#@title Render a single slice\n", + "SLICE_TO_RENDER = 30\n", + "example_dicom = pydicom.dcmread(io.BytesIO(volume_as_bytes[SLICE_TO_RENDER]))\n", + "\n", + "arr_unsigned = example_dicom.pixel_array.copy()\n", + "arr_unsigned = arr_unsigned.astype(np.float32)\n", + "arr_unsigned[arr_unsigned \u003c0] = 0\n", + "arr_unsigned[arr_unsigned \u003e1000] = 1000\n", + "arr_unsigned = (arr_unsigned / 1000) * 255\n", + "arr_unsigned = arr_unsigned.astype(np.uint8)\n", + "Image.fromarray(arr_unsigned, mode='L')" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "vPOseIHV4lAF" + }, + "source": [ + "## Call the API to compute embeddings for the selected volume." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "qzal615K4rDv" + }, + "outputs": [], + "source": [ + "#@title Define method to call API and create an LIDC URL.\n", + "\n", + "from google.api_core.client_options import ClientOptions\n", + "from google.api_core.retry import Retry\n", + "from google.cloud import aiplatform\n", + "from google.api_core import exceptions\n", + "_API_ENDPOINT = 'us-west1-aiplatform.googleapis.com'\n", + "\n", + "\n", + "def create_lidc_series_url(study_instance_uid, series_instance_uid):\n", + " return ('https://healthcare.googleapis.com/v1/projects/hai-cd3-foundations/'\n", + " 'locations/us-central1/datasets/ct3d/dicomStores/lidc-idri/dicomWeb/'\n", + " f'studies/{study_instance_uid}/series/{series_instance_uid}')\n", + "\n", + "\n", + "_RETRIABLE_TYPES = (\n", + " exceptions.TooManyRequests, # HTTP 429\n", + " exceptions.InternalServerError, # HTTP 500\n", + " exceptions.BadGateway, # HTTP 502\n", + " exceptions.ServiceUnavailable, # HTTP 503\n", + " exceptions.DeadlineExceeded, # HTTP 504\n", + ")\n", + "\n", + "\n", + "def _is_retryable(exc):\n", + " return isinstance(exc, _RETRIABLE_TYPES)\n", + "\n", + "\n", + "retry_policy = Retry(predicate=_is_retryable)\n", + "\n", + "\n", + "def get_ct_embeddings(mytoken: str, dicom_urls: List[str]) -\u003e List[Any]:\n", + " \"\"\"Calls the API to collect the embeddings from a given volume.\n", + "\n", + " Args:\n", + " mytoken: The token to access the DICOM volume and API.\n", + " dicom_urls: The list of Series-level DICOM URL to the CT volumes.\n", + "\n", + " Returns:\n", + " The list of embeddings or errors generated by the service. Differences in\n", + " Vertex end-point configurations may change the return type. The caller is\n", + " responsible for interpreting this value and extracting the requisite\n", + " data.\n", + "\n", + " \"\"\"\n", + " api_client = aiplatform.gapic.PredictionServiceClient(\n", + " client_options=ClientOptions(api_endpoint=_API_ENDPOINT)\n", + " )\n", + " endpoint = api_client.endpoint_path(\n", + " project='hai-cd3-foundations', location='us-central1', endpoint=300\n", + " )\n", + "\n", + " # Create a single instance to send - you can send up to 5.\n", + " instances = []\n", + " for dicom_url in dicom_urls:\n", + " instances.append({\"dicom_path\": dicom_url, \"bearer_token\": mytoken})\n", + "\n", + " response = api_client.predict(\n", + " endpoint=endpoint, instances=[instance], retry=retry_policy, timeout=600\n", + " )\n", + " assert len(response.predictions) == len(dicom_urls)\n", + " assert len(response.predictions[0]) == 3\n", + " # You can get the model version for this prediction\n", + " # response.predictions[0]['model_version']\n", + "\n", + " # Check for no errors\n", + " responses = []\n", + " for a_prediction in response.predictions:\n", + " if a_prediction['error_response'] is not None:\n", + " responses.append(a_prediction['error_response'])\n", + " else:\n", + " embeddings = np.array(a_prediction['embedding_result']['embedding'],\n", + " dtype=np.float32)\n", + " assert embeddings.shape == (1408,), 'Unexpected embeddings shape.'\n", + " responses.append(embeddings)\n", + "\n", + " return embeddings" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "O_YHl2E30nHo" + }, + "outputs": [], + "source": [ + "#@title Create a URL and call the API for the DICOM volume\n", + "\n", + "TOKEN_ = !gcloud beta auth application-default print-access-token\n", + "TOKEN = TOKEN_[0]\n", + "\n", + "my_url = create_lidc_series_url(study_uids[VOLUME_TO_SHOW],\n", + " corresponding_series_uids[VOLUME_TO_SHOW])\n", + "get_ct_embeddings(mytoken=TOKEN, dicom_url=my_url)\n" + ] } ], "metadata": {