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Commits on Oct 27, 2025

• Adding a test case

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Commits on Sep 4, 2025

• Automated Code Change

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Commits on Aug 26, 2025

• Automated Code Change

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Commits on Aug 20, 2025

• Automated Code Change

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Commits on May 8, 2025

• Remove "eager execution is in early development" warning.

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Commits on Apr 30, 2025

• Automated Code Change

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Commits on Apr 17, 2025

• This change proactively relaxes floating point comparisons in unit tests to avoid breaking them when updating the Eigen library in cl/747497592.

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Commits on Mar 14, 2025

• Add a parameter used to decide which indexes to ignore when computing the metric.

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Commits on Jan 21, 2025

• Make _GetSourceAndQuerySegmentIds return the correct shaped zero tensor of query_segment_id when inputs.query_vec has different shape.

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Commits on Jan 16, 2025

• cleanup of deprecated test methods

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Commits on Jan 9, 2025

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Commits on Jan 7, 2025

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Commits on Dec 10, 2024

• Instead of asserting for presence of `source_segment_id` / `query_segment_id`, create a default value when these IDs are not present but `p.packed_input` is set.

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Commits on Dec 6, 2024

• Automated rollback of commit 8c4ab9b4706db5e87d2be2ac1f2b2f1471873ef9

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Commits on Nov 26, 2024

• Automated Code Change: Suppress pytype errors

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Commits on Nov 19, 2024

• Call `_UpdatePaddingWithPackedInputMask` when both `packed_input` is set and the input bundle has both `source_segment_id` and `query_segment_id`.

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Commits on Nov 14, 2024

• Don't supply `query_segment_id` when `packed_input` is disabled.

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Commits on Nov 12, 2024

• Add quotes around the file pattern in the error message.

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• Added suppressions for pytype --none-is-not-bool.

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Commits on Nov 4, 2024

• Automated Code Change

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Commits on Oct 31, 2024

• Automated Code Change

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Commits on Oct 17, 2024

• Avoid dynamic shape computations in `MultiHeadedAttention/PackSource`.

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Commits on Oct 16, 2024

• Move reshape after softmax calculations, to avoid reshaping back to the original shape where needed.

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Commits on Oct 15, 2024

• `tf.matmul` allows batch multiplications, removing unnecessary reshapes.

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Commits on Oct 14, 2024

• Attention layers now allow `None` paddings, remove assert.

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Commits on Oct 10, 2024

• Make the `source_padding` tensor optional, similarly to `per_step_source_padding`

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• Remove `alias_inplace_update`

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Commits on Oct 9, 2024

• Don't create tensors filled with zeros when `per_step_source_padding` is `None`; rather skip the respective computation.

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• Use `tf.logging` instead of `absl.logging` for consistency.

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• Don't create dummy `source_segment_id` and `query_segment_id` variables when `packed_input` is disabled. These must be proved when `packed_input` is enabled.

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Commits on Oct 4, 2024

• Rename variables to be consistent among different attention implementations.

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Commits on Oct 3, 2024

• `source_padding` tensor has to have the same batch size as `source_vecs` / `source_contexts` inputs to attention (all versions). Add the necessary size checks to `PackSource` functions.

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