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Commits on Jul 30, 2020

• Fix Decode programs to be in cluster_factory.SetEval(True) context.

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Commits on Jul 29, 2020

• Don't add TPUEmbeddingTable embedding weights to private_theta/vars for TrainerTpu

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Commits on Jul 17, 2020

• Fix mt encoder/decoder device assignments

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Commits on Jul 9, 2020

• TPU Embedding load/retrieve parameters ops need to be declared in the

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• Explicitly only create tf.global_variables_initializer() once in TrainerTpu

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Commits on Jul 8, 2020

• Export metrics in TrainerTpu

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Commits on Jun 20, 2020

• Revert the default setting back to using tf.einsum for Projection

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Commits on Jun 4, 2020

• Explicitly don't add pruning summaries on TPU

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Commits on Jun 1, 2020

• CopyBaseParams needs to be called prior to InputGenerator instantiation

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• Fix tpu_infeed_parallelism

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Commits on May 26, 2020

• Move encoder/decoder into Lingvo

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• Fix issue with GetOrCreateGlobalStepVar in base_runner

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Commits on May 21, 2020

• Move batch major transformer layers into Lingvo

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• Remove outside_all_rewrites from TPU input generator flows.

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Commits on May 20, 2020

• Move conv_layers_with_time_padding builder into Lingvo

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Commits on May 19, 2020

• Move Builder pattern into Lingvo

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Commits on May 7, 2020

• MLPerf log init_stop

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Commits on May 6, 2020

• MLPerf: Start the train/decode thread before infeed

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• Wire up a flag to disable grappler meta_optimizer in Executor

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• Add MLPerf reference implementation of BLEU score.

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Commits on Apr 25, 2020

• Isolate MLPerf specific behavior in a separate program

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Commits on Apr 3, 2020

• Generate trivial segment/position for non-packed test data

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Commits on Mar 28, 2020

• Write to 'params.txt' similar to non-TPU executor runs

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Commits on Mar 27, 2020

• Switch from batch_parallel -> split_compile_and_shard

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Commits on Mar 26, 2020

• Move MLPerf config params into TPU executor specific params.

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• ML Perf compliance logging in TPU Executor

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Commits on Mar 24, 2020

• Add a Restore to Checkpointer which ignores whether vars are initialized

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Commits on Mar 11, 2020

• Factor out var_reuse logic for derived classes

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• Fetch global_step after train_op in Trainer

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Commits on Mar 10, 2020

• Support packed input MLPerf translate transformer data

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Commits on Feb 29, 2020

• Wrap MLPerf subword op with a tokenizer

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• MLPerf Translate/transformer subword id -> strings op

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Commits on Feb 25, 2020

• MLPerf input generator for TM

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Commits on Feb 24, 2020

• Write params.txt in executor

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Commits on Feb 15, 2020

• Fix assertion to allow 'global_step' to be already initialized

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