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Commits on Mar 23, 2022

• The `GenericInputV2` ops rely on resource handlers for creation/reuse control. We introduced a global cache to store these resource handlers in Python. To accommodate this a new kwarg is introduced…

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Commits on Mar 22, 2022

• Enable custom saver by default.

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• Add option to enable bidirectional relative attention for decoders.

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• Update docker build with TensorStore and list it as a dependency.

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• Update docker image to the more up-to-date nightly one.

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• Create early stopping for MoE tuner.

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Commits on Mar 21, 2022

• Quick fix when language_id in in_map for pipelined model.

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Commits on Mar 19, 2022

• Add a few more papers using Lingvo

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• Add extra ToTextAlternate() method to Params class.

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Commits on Mar 18, 2022

• Update arxiv link for DeepFusion.

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• Fix docker builds for PIP packaging.

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• 1. Updated function `GenericInput` so it calls `GenericInputV2` ops in pure Eager/tf.function modes.

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• Fix lingvo JAX docker build

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• Merge pull request #277 from tensorflow/revert-276-master

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• Revert "Fixes the "name 'py_proto_library' is not defined" error."

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Commits on Mar 17, 2022

• Replace einshape with einops since the latter is open-sourced.

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• Add start_step to TransformerSchedule

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• Merge pull request #276 from ruomingp/master

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• Puts lingvo_proto_py on a separate line.

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• Internal change

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• Reverts the flax change

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• Fixes the "name 'py_proto_library' is not defined" error.

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• Update BF beam search PreBeamSearchStepCallback interfacce to include cur_step in the arg. So that we can use it for frame sync beam search implementation next step.

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Commits on Mar 16, 2022

• Lazily calculate _registered_source_info only when needed to improve import time.

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• Modified MultiHeadedAttention class so that memory parameters are set in the memory_tpl.

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Commits on Mar 15, 2022

• Mention DeepFusion (CVPR 2022) in Lingvo.

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• Fixes setting of atten_logit_cap when trans_atten_tpl.atten_tpl is a list of attention classes.

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• Allow passing bool tensors to _SeqPaddingLength

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Commits on Mar 14, 2022

• Fix example_rate metric computation.

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• Allow using boolean operators on paddings tensors, skipping a roundtrip type conversion.

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• Use tf.function in eager evaler/decoder.

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• Check that the batch size of TPU embedding input ids matches the configuration.

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Commits on Mar 11, 2022

• Update lingvo.core.layers.LayerNorm to make the learnable affine transformation optional.

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• Enable MoE architecture search with a cost constraint.

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Commits on Mar 10, 2022

• GenericInputV2: resource-based GenericInput ops

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