70 lines
2.4 KiB
Python
70 lines
2.4 KiB
Python
# Copyright 2015 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ==============================================================================
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"""Provides a method for reading events from an event file via an iterator."""
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from __future__ import absolute_import
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from __future__ import division
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from __future__ import print_function
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from tensorflow.core.util import event_pb2
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from tensorflow.python.lib.io import tf_record
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from tensorflow.python.util.tf_export import tf_export
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@tf_export(v1=['train.summary_iterator'])
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def summary_iterator(path):
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# pylint: disable=line-too-long
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"""An iterator for reading `Event` protocol buffers from an event file.
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You can use this function to read events written to an event file. It returns
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a Python iterator that yields `Event` protocol buffers.
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Example: Print the contents of an events file.
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```python
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for e in tf.compat.v1.train.summary_iterator(path to events file):
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print(e)
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```
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Example: Print selected summary values.
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```python
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# This example supposes that the events file contains summaries with a
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# summary value tag 'loss'. These could have been added by calling
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# `add_summary()`, passing the output of a scalar summary op created with
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# with: `tf.compat.v1.summary.scalar('loss', loss_tensor)`.
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for e in tf.compat.v1.train.summary_iterator(path to events file):
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for v in e.summary.value:
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if v.tag == 'loss':
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print(v.simple_value)
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```
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See the protocol buffer definitions of
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[Event](https://www.tensorflow.org/code/tensorflow/core/util/event.proto)
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and
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[Summary](https://www.tensorflow.org/code/tensorflow/core/framework/summary.proto)
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for more information about their attributes.
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Args:
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path: The path to an event file created by a `SummaryWriter`.
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Yields:
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`Event` protocol buffers.
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"""
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# pylint: enable=line-too-long
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for r in tf_record.tf_record_iterator(path):
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yield event_pb2.Event.FromString(r)
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