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* Add support for SequenceExamples to sequence_feature_columnsGravatar Karmel Allison2018-10-08
| | | | PiperOrigin-RevId: 216210141
* Merge pull request #22691 from Bantena:vowel-checkGravatar TensorFlower Gardener2018-10-06
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* | Supports TPUEstimatorSpec in multi_head for TRAIN and PREDICT modes.Gravatar A. Unique TensorFlower2018-10-03
| | | | | | | | PiperOrigin-RevId: 215590676
| * fix spelling problemGravatar YongJoon Lee2018-10-03
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* Update code to use convert_to_tensor_or_indexed_slices, since features may ↵Gravatar A. Unique TensorFlower2018-10-02
| | | | | | be SparseTensors as well. PiperOrigin-RevId: 215466199
* [tf.data] Deprecate `tf.contrib.data` and introduce `tf.data.experimental` ↵Gravatar Derek Murray2018-10-01
| | | | | | | | | | | | | | | | | | | | to replace it. This change prepares `tf.data` for TensorFlow 2.0, where `tf.contrib` will no longer exist. It retains the pre-existing endpoints in `tf.contrib.data` with deprecation warnings. Note there are some exceptions to the move: * Deprecated symbols in `tf.contrib.data` have not been moved to `tf.data.experimental`, because replacements already exist. * `tf.contrib.data.LMDBDataset` has not been moved, because we plan to move it to a SIG-maintained repository. * `tf.contrib.data.assert_element_shape()` has not yet been moved, because it depends on functionality in `tf.contrib`, and it will move in a later change. * `tf.contrib.data.AUTOTUNE` has not yet been moved, because we have not yet determined how to `tf_export()` a Python integer. * The stats-related API endpoints have not yet appeared in a released version of TensorFlow, so these are moved to `tf.data.experimental` without retaining an endpoint in `tf.contrib.data`. In addition, this change includes some build rule and ApiDef refactoring: * Some of the "//third_party/tensorflow/python:training" dependencies had to be split in order to avoid a circular dependency. * The `tf.contrib.stateless` ops now have a private core library for the generated wrappers (and accordingly are hidden in their ApiDef) so that `tf.data.experimental.sample_from_datasets()` can depend on them. PiperOrigin-RevId: 215304249
* Updating the V2 variables API.Gravatar Alexandre Passos2018-09-27
| | | | PiperOrigin-RevId: 214824023
* Automated rollback of commit e00d7744dbab5c73e4d8ffa8a7d361f7b2dcefffGravatar Rohan Jain2018-09-26
| | | | PiperOrigin-RevId: 214721004
* Quick fix for allowed symbols in tf contrib estimatorGravatar Katherine Wu2018-09-26
| | | | PiperOrigin-RevId: 214662826
* Update BUILD files so that Estimator code depends on TF thru tf_no_contrib.Gravatar Michael Case2018-09-25
| | | | PiperOrigin-RevId: 214541221
* Add a caveat about using early stopping library in distributed mode.Gravatar Goutham Bhat2018-09-25
| | | | PiperOrigin-RevId: 214528768
* Merge pull request #21509 from facaiy:ENH/feature_importances_for_boosted_treeGravatar TensorFlower Gardener2018-09-25
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* | Always add layer annotations, regardless of mode.Gravatar A. Unique TensorFlower2018-09-21
| | | | | | | | PiperOrigin-RevId: 214073179
| * Merge remote-tracking branch 'upstream/master' into ↵Gravatar Yan Facai (颜发才)2018-09-20
| |\ | |/ |/| | | ENH/feature_importances_for_boosted_tree
* | Python interface for Boosted Trees model explainability (currently includes ↵Gravatar A. Unique TensorFlower2018-09-19
| | | | | | | | | | | | directional feature contributions); fixed ExampleDebugOutputs bug where it errors with empty trees. PiperOrigin-RevId: 213658470
* | Fix documentation markdownGravatar A. Unique TensorFlower2018-09-19
| | | | | | | | PiperOrigin-RevId: 213655969
* | Automated rollback of commit 9fe177881224571aff0c267593f747f5fd7a2967Gravatar Rohan Jain2018-09-19
| | | | | | | | PiperOrigin-RevId: 213630404
* | Getting DNNModel to work with the new feature columns.Gravatar Rohan Jain2018-09-18
| | | | | | | | PiperOrigin-RevId: 213561495
* | Return OrderedDict as eval results should be sorted by global_step key.Gravatar Goutham Bhat2018-09-18
| | | | | | | | PiperOrigin-RevId: 213541935
| * Merge branch 'master' into ENH/feature_importances_for_boosted_treeGravatar Yan Facai (颜发才)2018-09-13
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* | Create experimental DNN Estimators with support for Path-Integrated ↵Gravatar A. Unique TensorFlower2018-09-12
| | | | | | | | | | | | Gradients annotations. PiperOrigin-RevId: 212682657
* | Added functionality of passing loss reduction as argument for RNNClassifier ↵Gravatar A. Unique TensorFlower2018-09-06
| | | | | | | | | | | | | | | | with default changed to SUM_OVER_BATCH_SIZE This would involve making changes to all existing uses of RNNClassifier to set the loss reduction argument explicitly to SUM (previous default was SUM) PiperOrigin-RevId: 211917502
| * Merge remote-tracking branch 'upstream/master' into ↵Gravatar Yan Facai (颜发才)2018-08-31
| |\ | |/ |/| | | ENH/feature_importances_for_boosted_tree
* | Add new aggregation mode "ONLY_FIRST_TOWER" and use it for the globalGravatar A. Unique TensorFlower2018-08-29
| | | | | | | | | | | | | | step counter. This allows us to get rid of the increment_var() function and just use a standard assign_add(). PiperOrigin-RevId: 210743165
* | Added ability to forward sparse tensors in `forward_feature`.Gravatar A. Unique TensorFlower2018-08-22
| | | | | | | | PiperOrigin-RevId: 209839159
* | Move from deprecated self.test_session() to self.cached_session().Gravatar A. Unique TensorFlower2018-08-21
| | | | | | | | | | | | | | | | self.test_session() has been deprecated in 9962eb5e84b15e309410071b06c2ed2d6148ed44 as its name confuses readers of the test. Moving to cached_session() instead which is more explicit about: * the fact that the session may be reused. * the session is not closed even when doing a "with self.test_session()" statement. PiperOrigin-RevId: 209703607
| * CLN: revise according to commentsGravatar Yan Facai (颜发才)2018-08-21
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* | New Class StepsExporter added which exports the serving graph and ↵Gravatar Mehdi Sharifzadeh2018-08-17
| | | | | | | | | | | | checkpoints of the model in user specified steps. PiperOrigin-RevId: 209218489
* | Automated rollback of commit c16517f22b4c4601c1e02ec5cb55193743443878Gravatar Mehdi Sharifzadeh2018-08-17
| | | | | | | | PiperOrigin-RevId: 209204056
* | Added a factory for StopAtCheckpointStepHook. Chief is responsible to save ↵Gravatar Mustafa Ispir2018-08-16
| | | | | | | | | | | | the checkpoint. Therefore StopAtCheckpointStepHook should not be used in chief mode. PiperOrigin-RevId: 209051351
* | Remove magic-doc-links from code.Gravatar Mark Daoust2018-08-16
| | | | | | | | | | | | | | | | | | | | This change contains no code changes. Only doc-strings. We can't use relative links in code files, so we don't have much choice but to link to tensorflow.org/ The deleted links were to docs that no longer exist. PiperOrigin-RevId: 209019572
* | New Class StepsExporter added which exports the serving graph and ↵Gravatar A. Unique TensorFlower2018-08-14
| | | | | | | | | | | | checkpoints of the model in user specified steps. PiperOrigin-RevId: 208754979
* | Provide a stopper hook which checks latest checkpoint. This hook will be ↵Gravatar Mustafa Ispir2018-08-14
| | | | | | | | | | | | | | | | | | | | | | | | | | helpful to relieve following edge case: * global_step is reached to last_step * all workers stop due to last_step check except chief * chief starts writing the last checkpoint * A PS is preempted while chief is writing the checkpoint * chief restarts training from an older checkpoint * at this point only chief remains to handle remaining global steps. PiperOrigin-RevId: 208675370
* | Disable broken saved_model_estimator_test in tsan.Gravatar Gunhan Gulsoy2018-08-09
| | | | | | | | PiperOrigin-RevId: 208130734
* | Remove usage of magic-api-link syntax from source files.Gravatar Mark Daoust2018-08-09
|/ | | | | | | | | | | | | | | | | | | | Back-ticks are now converted to links in the api_docs generator. With the new docs repo we're moving to simplify the docs pipeline, and make everything more readable. By doing this we no longer get test failures for symbols that don't exist (`tf.does_not_exist` will not get a link). There is also no way, not to set custom link text. That's okay. This is the result of the following regex replacement (+ a couple of manual edits.): re: @\{([^$].*?)(\$.+?)?} sub: `\1` Which does the following replacements: "@{tf.symbol}" --> "`tf.symbol`" "@{tf.symbol$link_text}" --> "`tf.symbol`" PiperOrigin-RevId: 208042358
* Support distribution strategies in `Estimator.evaluate`.Gravatar Priya Gupta2018-07-31
| | | | PiperOrigin-RevId: 206864512
* Fix SavedModelEstimator docstring formatting.Gravatar Katherine Wu2018-07-27
| | | | PiperOrigin-RevId: 206361654
* Boosted trees: Revealing pruning mode as one of the parameters for a gbdt ↵Gravatar A. Unique TensorFlower2018-07-26
| | | | | | estimator PiperOrigin-RevId: 206193733
* Add estimator in contrib that loads its model function from a SavedModel.Gravatar Katherine Wu2018-07-25
| | | | PiperOrigin-RevId: 206048542
* Work around gfile.Glob's divergent behavior in different environments.Gravatar Goutham Bhat2018-07-23
| | | | PiperOrigin-RevId: 205725301
* Automated rollback of commit 8257891f378027a1a7c0403ba6ba0aeb313496a0Gravatar Katherine Wu2018-07-20
| | | | PiperOrigin-RevId: 205466000
* Add estimator in contrib that loads its model function from a SavedModel.Gravatar Katherine Wu2018-07-20
| | | | PiperOrigin-RevId: 205449314
* Merge pull request #20822 from jperl:jperl-patch-1Gravatar TensorFlower Gardener2018-07-20
|\ | | | | | | PiperOrigin-RevId: 205380346
* | Internal Change.Gravatar Michael Case2018-07-19
| | | | | | | | PiperOrigin-RevId: 205280699
* | Adds class name to the multi_label per class metrics when label_vocabulary ↵Gravatar A. Unique TensorFlower2018-07-19
| | | | | | | | | | | | is provided. PiperOrigin-RevId: 205235131
| * Make InMemoryEvaluatorHook test agnostic to different platforms keys() orderGravatar Jon Perl2018-07-16
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| * Fix timer in InMemoryEvaluatorHookGravatar Jon Perl2018-07-15
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| * Test the timer in InMemoryEvaluatorHookGravatar Jon Perl2018-07-15
|/ | | | This failing test demonstrates a bug that all iterations are running
* Add average prediction, average label to regression head.Gravatar A. Unique TensorFlower2018-07-11
| | | | PiperOrigin-RevId: 204154837
* Early-stopping functionality for use with tf.estimator API.Gravatar Goutham Bhat2018-07-09
| | | | PiperOrigin-RevId: 203801553