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Commits on Mar 28, 2019

• Add Embedding layers to the GPipe pipeline.

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  Ankur Bapna

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• Merge pull request #51 from zh794390558:patch-1

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• Merge pull request #55 from zh794390558:patch-3

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• Merge pull request #52 from zh794390558:patch-2

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• Fix typo.

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• Update formatting.

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Commits on Mar 27, 2019

• Switch to sharding checkpoints by default in tf.train.Checkpoint

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• Evolved Transformer decoder layer for GPipe.

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• Adds 'tag' as a suffix to the tensor name of 'top_k_decoded'.

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  Ruoming Pang

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• Adds self._metrics to BaseTask.

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  Ruoming Pang

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Commits on Mar 26, 2019

• Fix dimensionality of context vector for AdditiveAttention in comments

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• Support reading gzipped tfrecords.

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  Sergey Kishchenko

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• Add gradient clipping by single tensor norm. And several gradient calculation options.

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  lingvo-bot

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• Update base_model.py

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• Update summary_utils.py

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• Expose a few utility functions inside recurrent.py to be accessible from

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  Yonghui Wu

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• Update x_ops.cc

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• tf.set_random_seed when a random seed is provided during inference graph export.

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  Jonathan Shen

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• Fix asr decoder_test random_seed.

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  Jonathan Shen

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Commits on Mar 25, 2019

• Evolved Transformer encoder layer for GPipe.

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• Allow RecordIterator implementations that do not iterate over files.

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• Remove deprecated add_summary param.

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  Jonathan Shen

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Commits on Mar 24, 2019

• Refactors LayerNormalizedLSTMCellLean to allow subclasses to override layer normalization.

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  Ruoming Pang

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Commits on Mar 23, 2019

• Avoid manually updating step_state.time_step and delegate to py_utils.GenerateStepSeedPair instead.

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  Jonathan Shen

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Commits on Mar 22, 2019

• Evolved Transformer decoder layer and Swish activation.

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• Adding an option to specify what function to use to obtain LSTM initial states (zero_state). Defaults to tf.zeros, so the current behavior will remain unchanged.

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• Optimize LocationSensitiveAttention for TPU by storing attention state as [batch, 2, seq_len] instead of [batch, seq_len, 2].

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  Jonathan Shen

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• Split py_binary into py_binary and py_library to avoid having py_binary in deps.

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• Factor out common code into _DecorateCellFn and _DecorateCellGrad.

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  Jonathan Shen

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Commits on Mar 21, 2019

• In CreateVariableStub, actually create variables (rather than dummy tensors) for the total samples counters so that we can access the `value` method during testing.

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  Anjuli Kannan

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• Add option to set a max on float source inputs (rather than default of 1.0) when generating test data.

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  Anjuli Kannan

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• Fix bug in PadOrTrimTo with dynamic shapes.

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  Jonathan Shen

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• Merge pull request #50 from zh794390558:patch-1

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• Qualify calls to some functions from <cmath>.

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Commits on Mar 20, 2019

• Changes MT v1 decoder's ComputePredictions to return a NestedMap, making attention probs available downstream.

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  Colin Cherry

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