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/external/tensorflow/tensorflow/contrib/learn/python/learn/
Dexperiment_test.py159 estimator_lib.Estimator.export_savedmodel, kwargs)
164 class TestCoreEstimator(TestBaseEstimator, core_estimator.Estimator):
171 _check_method_supports_args(core_estimator.Estimator.evaluate, kwargs)
175 _check_method_supports_args(core_estimator.Estimator.train, kwargs)
183 core_estimator.Estimator.export_savedmodel, kwargs)
235 if isinstance(est, core_estimator.Estimator):
375 est, core_estimator.Estimator) else None
410 est, core_estimator.Estimator) else None
430 est, core_estimator.Estimator) else None
451 est, core_estimator.Estimator) else None
[all …]
/external/tensorflow/tensorflow/contrib/predictor/
DREADME.md5 disk, a `tf.Estimator` or a `tf.contrib.Estimator`.
7 To facilitate the examples below, let's define a trivial `Estimator` that just
16 estimator = tf.contrib.learn.Estimator(model_fn=model_fn)
23 Given a trained `Estimator`, we first export a `SavedModel`:
83 ## `Predictor` from an `Estimator`
85 We can also construct a `Predictor` directly from an `Estimator`. Defining
95 Construction from a `tf.Estimator` is almost identical.
Dpredictor_factories.py57 if isinstance(estimator, core_estimator.Estimator):
95 if isinstance(estimator, contrib_estimator.Estimator):
Dtesting_common.py76 return core_estimator.Estimator(_model_fn)
78 return contrib_estimator.Estimator(_model_fn, model_dir=model_dir)
/external/tensorflow/tensorflow/contrib/learn/python/learn/estimators/
Destimator_test.py267 est = estimator.Estimator(model_fn=resource_constant_model_fn)
350 est = estimator.Estimator(
383 est = estimator.Estimator(
408 est = estimator.Estimator(
424 est = estimator.Estimator(model_fn=_invalid_model_fn)
442 est = estimator.Estimator(model_fn=_invalid_model_fn)
458 est = estimator.Estimator(model_fn=_invalid_model_fn)
485 est = estimator.Estimator(model_fn=_model_fn_scaffold)
509 est = estimator.Estimator(model_fn=_model_fn_scaffold)
534 estimator=estimator.Estimator(model_fn=linear_model_fn),
[all …]
Destimator_input_test.py177 est = estimator.Estimator(model_fn=linear_model_fn, model_dir=output_dir)
189 est2 = estimator.Estimator(model_fn=linear_model_fn, model_dir=output_dir)
206 est = estimator.SKCompat(estimator.Estimator(model_fn=linear_model_fn))
223 est = estimator.Estimator(model_fn=linear_model_fn)
242 estimator.Estimator(model_fn=logistic_model_no_mode_fn))
263 est = estimator.Estimator(model_fn=logistic_model_no_mode_fn)
289 est = estimator.Estimator(model_fn=logistic_model_no_mode_fn)
297 est = estimator.Estimator(model_fn=logistic_model_no_mode_fn)
313 est = estimator.Estimator(model_fn=linear_model_fn)
318 est = estimator.Estimator(model_fn=linear_model_fn)
[all …]
Destimators_test.py68 estimator = estimator_lib.Estimator(
108 estimator = estimator_lib.Estimator(
149 estimator_with_fe_fn = estimator_lib.Estimator(
152 estimator_without_fe_fn = estimator_lib.Estimator(model_fn=model_fn)
Dcomposable_model_test.py75 return estimator.Estimator(
89 return estimator.Estimator(
103 return estimator.Estimator(
Ddebug.py122 class DebugClassifier(estimator.Estimator):
245 class DebugRegressor(estimator.Estimator):
Ddnn.py217 class DNNClassifier(estimator.Estimator):
530 class DNNRegressor(estimator.Estimator):
809 class DNNEstimator(estimator.Estimator):
Dlinear.py312 class LinearClassifier(estimator.Estimator):
636 class LinearRegressor(estimator.Estimator):
875 class LinearEstimator(estimator.Estimator):
/external/tensorflow/tensorflow/contrib/tpu/
Dtpu_estimator.md1 # Using the Estimator API with TPUs
5 Estimator API. If you are interested in the hardware itself, check out the
8 The TPU Estimator simplifies running models on a Cloud TPU by automatically
13 ## Introduction to Estimator
16 tutorials](https://www.tensorflow.org/extend/estimators) cover the Estimator
17 API. At a high-level, the Estimator API provides:
19 * `Estimator.train()` - train a model on a given input for a fixed number of
21 * `Estimator.evaluate()` - evaluate the model on a test set.
22 * `Estimator.predict()` - run inference using the trained model.
23 * `Estimator.export_savedmodel()` - export your model for serving.
[all …]
DREADME.md6 ## Example usage - TPU Estimator
8 Below shows example usage of the TPU Estimator for a simple convolutional
/external/tensorflow/tensorflow/contrib/learn/
DREADME.md10 Many canned estimators (subclasses of `Estimator`) have equivalents in core
22 a custom estimator instead. See `tf.estimator.Estimator`.
70 ## Estimator section
71 `tf.contrib.learn.Estimator` is migrated to `tf.estimator.Estimator`.
75 * Replace `tf.contrib.learn.Estimator` with `tf.estimator.Estimator`.
76 * If you pass a `config` argument to `Estimator`, this must be
83 * `Evaluable`, `Trainable`: Not supported, merged into `tf.estimator.Estimator`.
116 * Remove the `experiment_fn`. Instead, create the `Estimator`, `train_spec`
/external/tensorflow/tensorflow/contrib/boosted_trees/estimator_batch/
Destimator.py40 class GradientBoostedDecisionTreeClassifier(estimator.Estimator):
148 class GradientBoostedDecisionTreeRegressor(estimator.Estimator):
241 class GradientBoostedDecisionTreeEstimator(estimator.Estimator):
323 class GradientBoostedDecisionTreeRanker(estimator.Estimator):
419 class GradientBoostedDecisionTreeQuantileRegressor(estimator.Estimator):
576 class CoreGradientBoostedDecisionTreeEstimator(core_estimator.Estimator):
655 class CoreGradientBoostedDecisionTreeRanker(core_estimator.Estimator):
742 core_estimator.Estimator):
Ddnn_tree_combined_estimator.py390 class DNNBoostedTreeCombinedClassifier(estimator.Estimator):
517 class DNNBoostedTreeCombinedRegressor(estimator.Estimator):
648 class DNNBoostedTreeCombinedEstimator(estimator.Estimator):
764 class CoreDNNBoostedTreeCombinedEstimator(core_estimator.Estimator):
/external/tensorflow/tensorflow/python/data/experimental/kernel_tests/serialization/
Dcheckpoint_input_pipeline_hook_test.py77 est = estimator.Estimator(model_fn=self._model_fn)
91 est = estimator.Estimator(model_fn=self._model_fn)
103 est = estimator.Estimator(model_fn=self._model_fn)
118 est = estimator.Estimator(model_fn=self._model_fn)
/external/tensorflow/tensorflow/contrib/hooks/
DREADME.md5 and `learn.Estimator` that wrap `tensorflow.Session`.
28 estimator = learn.Estimator(...)
/external/tensorflow/tensorflow/tools/api/golden/v1/
Dtensorflow.estimator.-estimator.pbtxt1 path: "tensorflow.estimator.Estimator"
3 is_instance: "<class \'tensorflow_estimator.python.estimator.estimator.Estimator\'>"
/external/tensorflow/tensorflow/contrib/distribute/
DREADME.md108 ## Example with Estimator API
110 … use Distribution Strategy API with [`Estimator`](https://www.tensorflow.org/api_docs/python/tf/es…
151 parameter of `Estimator`.
157 classifier = tf.estimator.Estimator(model_fn=model_fn, config=config)
187 For multi-worker training, no code change is required to the `Estimator` code.
250 estimator = tf.estimator.Estimator(model_fn=model_fn, config=config)
328 estimator = tf.estimator.Estimator(model_fn=model_fn, config=config)
/external/apache-commons-math/src/main/java/org/apache/commons/math/estimation/
DEstimator.java40 public interface Estimator { interface
/external/tensorflow/tensorflow/lite/tutorials/
DBUILD1 # Example Estimator model
/external/tensorflow/tensorflow/examples/tutorials/layers/
DBUILD1 # Example Estimator model
/external/tensorflow/tensorflow/examples/learn/
DREADME.md1 # Estimator Examples
/external/tensorflow/tensorflow/contrib/tensor_forest/client/
Drandom_forest.py332 class TensorForestEstimator(estimator.Estimator):
543 class MultiForestMultiHeadEstimator(estimator.Estimator):
603 class CoreTensorForestEstimator(core_estimator.Estimator):

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