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@@ -13,3 +13,4 @@ node_modules | |
| *.pyc | ||
| __pycache__ | ||
| *.swp | ||
| .vscode/ | ||
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| # Description: | ||
| # Contains `SessionRunHook`s for use with `MonitoredSession` and the | ||
| # wrappers around it. | ||
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| licenses(["notice"]) # Apache 2.0 | ||
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| exports_files(["LICENSE"]) | ||
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| package(default_visibility = ["//tensorflow:__subpackages__"]) | ||
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| load("//tensorflow:tensorflow.bzl", "py_test") | ||
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| py_library( | ||
| name = "hooks", | ||
| srcs = [ | ||
| "__init__.py", | ||
| "python/training/__init__.py", | ||
| "python/training/profiler_hook.py", | ||
| ], | ||
| srcs_version = "PY2AND3", | ||
| deps = [ | ||
| "//tensorflow/contrib/framework:framework_py", | ||
| "//tensorflow/python:framework", | ||
| "//tensorflow/python:framework_for_generated_wrappers", | ||
| "//tensorflow/python:state_ops", | ||
| "//tensorflow/python:training", | ||
| "//tensorflow/python:variables", | ||
| ], | ||
| ) | ||
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| py_test( | ||
| name = "profiler_hook_test", | ||
| size = "small", | ||
| srcs = ["python/training/profiler_hook_test.py"], | ||
| srcs_version = "PY2AND3", | ||
| deps = [ | ||
| ":hooks", | ||
| "//tensorflow/python:client_testlib", | ||
| "//tensorflow/python:framework_for_generated_wrappers", | ||
| "//tensorflow/python:framework_test_lib", | ||
| "//tensorflow/python:platform_test", | ||
| ], | ||
| ) | ||
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| filegroup( | ||
| name = "all_files", | ||
| srcs = glob( | ||
| ["**/*"], | ||
| exclude = [ | ||
| "**/METADATA", | ||
| "**/OWNERS", | ||
| ], | ||
| ), | ||
| ) |
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| # TensorFlow Experimental SessionRunHooks | ||
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| These hooks complement those in tensorflow/python/training. They are instances | ||
| of `SessionRunHook` and are to be used with helpers like `MonitoredSession` | ||
| and `learn.Estimator` that wrap `tensorflow.Session`. | ||
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| The hooks are called between invocations of `Session.run()` to perform custom | ||
| behaviour. | ||
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| For example the `ProfilerHook` periodically collects `RunMetadata` after | ||
| `Session.run()` and saves profiling information that can be viewed in a | ||
| neat timeline through a Chromium-based web browser (via | ||
| [about:tracing](chrome://tracing)) or the standalone [Catapult](https://github.com/catapult-project/catapult/blob/master/tracing/README.md) tool. | ||
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| ```python | ||
| from tensorflow.contrib.hooks import ProfilerHook | ||
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| hooks = [ProfilerHook(save_secs=30, output_dir="profiling")] | ||
| with SingularMonitoredSession(hooks=hooks) as sess: | ||
| while not sess.should_stop(): | ||
| sess.run(some_op) | ||
| ``` | ||
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| Or similarly with contrib.learn: | ||
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| ```python | ||
| hooks = [ProfilerHook(save_steps=10, output_dir="profiling")] | ||
| estimator = learn.Estimator(...) | ||
| estimator.fit(input_fn, monitors=hooks) | ||
| ``` |
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| # Copyright 2017 The TensorFlow Authors. All Rights Reserved. | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
| # ============================================================================== | ||
| """hooks: A module containing `SessionRunHook`s for use with `MonitoredSession`. | ||
| @@ProfilerHook | ||
| """ | ||
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| from __future__ import absolute_import | ||
| from __future__ import division | ||
| from __future__ import print_function | ||
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| # pylint: disable=wildcard-import | ||
| from tensorflow.contrib.hooks.python.training import * | ||
| # pylint: enable=wildcard-import | ||
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| from tensorflow.python.util.all_util import remove_undocumented | ||
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| _allowed_symbols = ['ProfilerHook'] | ||
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| remove_undocumented(__name__, _allowed_symbols) |
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| # Copyright 2017 The TensorFlow Authors. All Rights Reserved. | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
| # ============================================================================== | ||
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| """Experimental `SessionRunHooks` for use with `MonitoredSession`.""" | ||
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| from __future__ import absolute_import | ||
| from __future__ import division | ||
| from __future__ import print_function | ||
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| # pylint: disable=wildcard-import | ||
| from tensorflow.contrib.hooks.python.training import * | ||
| # pylint: enable=wildcard-import |
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| # Copyright 2017 The TensorFlow Authors. All Rights Reserved. | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
| # ============================================================================== | ||
| """hooks: A module containing `SessionRunHook`s for use with `MonitoredSession`. | ||
| """ | ||
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| from __future__ import absolute_import | ||
| from __future__ import division | ||
| from __future__ import print_function | ||
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| from tensorflow.contrib.hooks.python.training.profiler_hook import ProfilerHook |
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