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Commits on Jun 12, 2020

• [tf.data] Remove extra "tf_" prefix from thread names of parallel interleave threads.

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Commits on Jun 11, 2020

• [tf.data] API changes.

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• [tf.data] Cleanup of C++ user-defined function execution utilities.

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• [tf.data] Implementation of `tf.data.experimental.save` and `tf.data.experimental.load`. The former makes it possible to save the output of a dataset, while the latter makes it possible to load a p…

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• [tf.data] Calculate the average input time for the root node of the data input pipeline.

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Commits on Jun 5, 2020

• [tf.data] Cleanup and refactoring of tf.data snapshot implementation.

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Commits on Jun 4, 2020

• Allowing `tf.debugging.set_log_device_placement` to control logging of device placement of tf.functions.

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• [tf.data] Forward compatibility cleanup.

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Commits on Jun 3, 2020

• [tf.data] Improvements to the performance modeling framework.

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Commits on Jun 2, 2020

• [tf.data] Fixing tracking of processing time for parallel map when inter-op parallelism is disabled.

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• [tf.data] Internal change.

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Commits on Jun 1, 2020

• [tf.data] Fix performance modeling bug in `group_by_window`.

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Commits on May 29, 2020

• [tf.data] Explicitly colocate prefetch dataset op with its input as this collocation only happens automatically in graph mode.

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• [tf.data] Remove misleading documentation.

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Commits on May 27, 2020

• [tf.data] Refactoring of tf.data static optimizations.

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• [tf.data] Fix a bug in prefetch dataset serialization logic.

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Commits on May 22, 2020

• [tf.data] Switch to use multi-device function backend by default.

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• [tf.data] Switching to using multi-device function by default.

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Commits on May 21, 2020

• Take device locality into account during prioritization.

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Commits on May 16, 2020

• [tf.data] Reduce verbosity of a warning as it is not actionable and appears for all programs that use tf.data with tf.distribute.

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Commits on May 4, 2020

• [tf.data] Cleanup after `cardinality` rollback.

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Commits on May 2, 2020

• [tf.data] Fix new autotune + fixed buffer size behavior.

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Commits on May 1, 2020

• [tf.data] Switch tf.data functions to default to using multi-device backend.

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Commits on Apr 30, 2020

• [tf.data] Moving `cardinality` to core API.

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• [tf.data] Supporting shuffle + repeat fusion in TF 2 (and with correct `reshuffle_each_iteration` semantics).

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Commits on Apr 29, 2020

• [tf.data] Switch tf.data functions to default to using multi-device backend.

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Commits on Apr 28, 2020

• [tf.data] Fix a bug in input time computation.

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Commits on Apr 27, 2020

• [tf.data] Instruct Grappler not to apply tf.data optimizations to the function library.

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Commits on Apr 26, 2020

• [tf.data] Warn users that the `tf.config.experimental_run_functions_eagerly` option does not apply to tf.data functions.

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Commits on Apr 25, 2020

• [tf.data] Make `AnonymousSeedGeneratorHandleOp` thread-safe.

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• [tf.data] Modifying auto-sharding to remove unsupported `assert_cardinality` transformations (instead of triggering an error).

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Commits on Apr 23, 2020

• [tf.data] Remove invalid test.

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• [tf.data] This CL changes how the shuffle seed generator is managed, making it possible for the shuffle dataset to support both a) sharing of the seed generator across iterators and b) serializatio…

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Commits on Apr 22, 2020

• [tf.data] Memory-safe implementation of sharing access to the memory cache.

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• [tf.data] Fix an issue where `tf.data.DatasetSpec` could not be specified in `input_signature` of tf.function.

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