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Commits on May 20, 2024

• [tune] Improve excessive syncing warning and make some deprecations (ray-project#45210)

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Commits on May 9, 2024

• [train] RayTrainReportCallback should only save a checkpoint on rank 0 for xgboost/lightgbm (ray-project#45083)

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Commits on Apr 25, 2024

• [train] Setup xgboost CommunicatorContext automatically (ray-project#44883)

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Commits on Apr 19, 2024

• [tune] Clean up temporary checkpoint directories for class trainables (ex: RLlib) (ray-project#44366)

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• [train][doc] Update Ray Train example titles (ray-project#44369)

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Commits on Apr 10, 2024

• [train] Remove base config deepcopy when initializing the trainer actor (ray-project#44611)

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Commits on Apr 5, 2024

• [tune] Log a deprecation warning for local_dir and related environment variables (ray-project#44029)

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Commits on Apr 1, 2024

• [train+tune][doc] Remove docs sections recommending RAY_AIR_LOCAL_CACHE_DIR (ray-project#44284)

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Commits on Mar 25, 2024

• [train] Enforce xgboost>=1.7 for XGBoostTrainer usage (ray-project#44269)

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• [tune][release-test] Remove long_running_pbt release test (ray-project#44270)

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Commits on Mar 22, 2024

• [train] Fix ScalingConfig(accelerator_type) to request a small fraction of the accelerator label (ray-project#44225)

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Commits on Mar 11, 2024

• [tune] Fix flaky test_controller_checkpointing_integration test suite (ray-project#43880)

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Commits on Mar 9, 2024

• [train+tune] Local directory refactor (3/n): Revert to async experiment state snapshotting (ray-project#43689)

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Commits on Mar 7, 2024

• [train] Simplify ray.train.xgboost/lightgbm (6/n): Add core xgb/lgbm trainer release tests (ray-project#43693)

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Commits on Mar 5, 2024

• [train+tune] Local directory refactor (2/n): Separate driver artifacts and trial working directories (ray-project#43403)

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Commits on Mar 1, 2024

• [train+tune] Local directory refactor (1/n): Write launcher state files (tuner.pkl, trainer.pkl) directly to storage (ray-project#43369)

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Commits on Feb 28, 2024

• [tune] Increase the minimum number of allowed pending trials for faster auto-scaleup (ray-project#43455)

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Commits on Feb 27, 2024

• [train] Simplify ray.train.xgboost/lightgbm (5/n): Remove xgboost_ray and lightgbm_ray dependencies (for release tests) (ray-project#43425)

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• [train] Simplify ray.train.xgboost/lightgbm (4/n): Remove xgboost_ray and lightgbm_ray dependencies (for premerge CI) (ray-project#43424)

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Commits on Feb 23, 2024

• [train] Simplify ray.train.xgboost/lightgbm (3/n): Re-implement LightGBMTrainer as a lightweight DataParallelTrainer (ray-project#43244)

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• [train] Simplify ray.train.xgboost/lightgbm (2/n): Re-implement XGBoostTrainer as a lightweight DataParallelTrainer (ray-project#42767)

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Commits on Feb 21, 2024

• [release][train] Fix tune_scalability_xgboost_sweep.aws (ray-project#43295)

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Commits on Feb 16, 2024

• [train] Fix regression where large Trainer attributes get serialized along with actor class (ray-project#43234)

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• [ci][train] Remove unnecessary xgboost_ray/lightgbm_ray reinstalls for release tests (ray-project#43176)

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• [data] Add DataIterator.materialize (ray-project#43210)

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Commits on Feb 15, 2024

• [tune] Fix resume="AUTO" compatibility with the new ResumeConfig implementation (ray-project#43179)

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Commits on Feb 14, 2024

• [train+data] Remove preprocessor argument from trainers (ray-project#43146)

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Commits on Feb 13, 2024

• [train+tune] Refactor restoration configuration to be centered around storage_path (ray-project#42853)

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• [train] Simplify ray.train.xgboost/lightgbm (1/n): Align frequency-based and checkpoint_at_end checkpoint formats (ray-project#42111)

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Commits on Feb 7, 2024

• [release][tune] Remove deprecated SyncConfig usage in tune_cloud_durable release test (ray-project#43029)

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Commits on Feb 5, 2024

• [tune] Fix reuse_actors error on actor cleanup for function trainables (ray-project#42951)

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• Revert "Revert "[train+tune] Make some deprecations for 2.10" (ray-project#42899)" (ray-project#42909)

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Commits on Feb 3, 2024

• [train][doc] Add documentation on RAY_CHDIR_TO_TRIAL_DIR environment variable (ray-project#42891)

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Commits on Feb 1, 2024

• Revert "[train+tune] Make some deprecations for 2.10 (ray-project#42812)" (ray-project#42899)

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Commits on Jan 31, 2024

• [train] Hard-deprecate MosaicTrainer and remove SklearnTrainer (ray-project#42814)

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