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Commits on Sep 21, 2022

• Add a flag to support the Trainer class driving checkpointing

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Commits on May 18, 2022

• Allow controller to early stop in checkpoint_in_trainer_tpu mode.

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Commits on Mar 3, 2022

• Add a summary_interval_steps for TrainProgram

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Commits on Feb 23, 2022

• Add option to use TPU Mirrored variables in TPU Executor

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Commits on Feb 16, 2022

• Fix tf.container issue

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Commits on Feb 4, 2022

• Remove tkinter dep

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Commits on Feb 3, 2022

• Fix multi task ConstructDecodeGraph

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Commits on Dec 14, 2021

• Raise exception if trying to export graph in Eager mode.

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Commits on Dec 6, 2021

• Account for tpu_infeed_parallelism in setting max_steps_for_early_stop

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Commits on Nov 12, 2021

• Add an InputBenchmark program

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Commits on Nov 3, 2021

• Add a flag to control whether or not to export graph collections to InferenceGraph proto.

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Commits on Oct 8, 2021

• Support custom saver in Checkpointer

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Commits on Oct 7, 2021

• Do not repeatedly add graph_def to summary in Controller

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Commits on Oct 6, 2021

• Lingvo custom saver: Alter Garbage Collection strategy to be more conservative

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Commits on Sep 30, 2021

• Support indefinite keep_every_n_hours retention in custom Saver

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Commits on Sep 22, 2021

• Automated rollback of commit c8185443cca40c4ac166955d5744fbe71eb69350

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Commits on Sep 20, 2021

• Speculative fix for hang issue with EarlyStop and TrainerTpu

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Commits on Aug 17, 2021

• Propagate collection_defs to InferenceGraph

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Commits on Aug 15, 2021

• Fix an issue with EarlyStop and TrainerTpu

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Commits on Jul 28, 2021

• Simplify error status construction

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• Propagate error status instead of LOG(FATAL) when no files matched

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Commits on Jul 22, 2021

• If TrainerTpu is driving, Controller doesn't need to early stop

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Commits on Jul 7, 2021

• Remove tf.identity, explicitly place embeddings on CPU for eval

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Commits on Jun 29, 2021

• Automated rollback of commit 44a82f3dfd0ba7c4966267a9bc0194752f229996

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• Internal change

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Commits on May 27, 2021

• Unset tpu_steps_per_loop in Executor

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Commits on May 6, 2021

• Use self.softmax.params.input_dim if scale_sqrt_depth

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Commits on Mar 17, 2021

• Remove beam search ops dependency on simple_vocab

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Commits on Mar 16, 2021

• Export the beam search op kernels implementation

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Commits on Mar 12, 2021

• Remove check failures from beam search ops.

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Commits on Mar 4, 2021

• No need to run MatchParallelFilePattern if there's no pattern.

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Commits on Feb 5, 2021

• For TPU training, do not instantiate the teacher/student input generators.

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Commits on Jan 13, 2021

• Do not autograph convert _FromGlobal

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Commits on Jan 12, 2021

• Properly support multi-task TPU Embeddings

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• Allow current Cluster to override certain py_utils_flags

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