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Commits on Feb 23, 2024

• Support default value for fields not exist (#157)

  2sin18

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Commits on May 29, 2023

• [DOC] Add user docs for data deduplication and so forth. (#150)

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  francktcheng

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• [DATA] Implement zero-copied string dtype and accelerate shuffle. (#149)

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  francktcheng

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Commits on Apr 24, 2023

• [DIST] Set data_sync_drop_remainder as true by default. (#143)

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  francktcheng

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• [CI] Upgrade DeepRec docker to 2302 (#141)

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  2sin18

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Commits on Apr 17, 2023

• [CI] Add more build information (#139)

  2sin18

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• [DIST] Rewrite NanTensorHook for SyncReplicasDataset. (#137)

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  francktcheng

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Commits on Apr 16, 2023

• [CI] Refines logging and cibuild (#136)

  2sin18

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Commits on Apr 14, 2023

• [DATA] Refine data deduplication and add example. (#135)

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  francktcheng

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Commits on Apr 13, 2023

• [DIST] Refines NCCL logging messages for debugging (#134)

  2sin18

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Commits on Apr 12, 2023

• [DIST] Using empty data at the end of SyncReplicasDataset. (#133)

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  francktcheng

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• [CI] Upgrade to 1.0.0 (#132)

  2sin18

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Commits on Apr 10, 2023

• [EMB] Add experimental support for embedding service acceleration (#131)

  2sin18

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• [DIST] Implement a hierarchical embedding lookup. (#130)

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  francktcheng

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• [DATA] Support transfer optimization (#129)

  2sin18

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• [DATA] Support ORC format and data deduplication (#128)

  2sin18

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Commits on Apr 9, 2023

• [CI] Upgrade DeepRec (#119)

  2sin18

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Commits on Apr 7, 2023

• [DIST] Use variable_scope with partitioner for sharded deeprecev. (#127)

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  francktcheng

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Commits on Apr 6, 2023

• [DIST] Refine naming of deeprecev variables in unsharded cases. (#126)

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  francktcheng

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Commits on Mar 29, 2023

• [DIST] Support a standalone evaluation in `hb.keras`. (#124，#118)

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  francktcheng

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• [DIST] Fix: Shared embedding shape rewriting. (#123)

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  francktcheng

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Commits on Mar 8, 2023

• [CI] Fix GitHub workflow files

  2sin18

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• [DIST] Support standalone evaluation and prediction in `hb.Estimator`. (#115)

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  francktcheng

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Commits on Mar 7, 2023

• [DIST] Support pipeline-based semi-synchronous training. (#114)

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  francktcheng

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• [DIST] Refactor directories of embedding sharding

  2sin18

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• [DATA] Refines data transfer prefetching and synchronization

  2sin18

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• [DIST] Support Non-intrusive embedding APIs

  2sin18

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Commits on Mar 6, 2023

• [DATA] Introduce new RebatchDataset to replace rebatch and rectify

  2sin18

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• [DOC] Refines documentation for new tabular dataset API

  2sin18

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Commits on Feb 27, 2023

• [DATA] Introduce new tabular dataset API with row-wise shuffling

  2sin18

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Commits on Feb 24, 2023

• [DIST] Support sync training of imbalanced data across devices

  2sin18

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• [DATA] Support skipping corrupted data

  2sin18

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• [CI] Upgrades third-party libraries

  2sin18

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Commits on Nov 28, 2022

• [DIST] Multiple enhancement in `hb.keras`. (#91)

  francktcheng

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Commits on Nov 2, 2022

• [DIST] Support loading weights and Functional API in Keras. (#83)

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  francktcheng

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