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Releases: aws/sagemaker-python-sdk

v2.164.0

08 Jun 16:52
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Features

  • SDK Defaults - Environment Variables
  • Update Transformers 4.28 - PyTorch 2.0.0 Training and Inference Image URI

Bug Fixes and Other Changes

  • tag more integs as flaky for auto-retry
  • Remove docker-compose from local requirements
  • enable neo framework version support on ml_inf2 and ml_trn1

v2.163.0

07 Jun 18:10
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Features

  • Add huggingface-llm 0.8.2 dlc images

Bug Fixes and Other Changes

  • Update to more actionable error message
  • Loosen local reqs for PyYAML

v2.162.0

06 Jun 07:05
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Features

  • Add tagging support for create ir job
  • Selective Step Execution feature in Pipelines
  • Add Neuronx Image uri - Transformers 4.28 - PyTorch 1.13

Bug Fixes and Other Changes

  • skip pipelines abalone notebook test
  • Update neo multiversion support to include edge devices

Documentation Changes

  • JumpStart Utility Doc Update

v2.161.0

01 Jun 22:21
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Features

  • Add huggingface-llm 0.6.0 dlc images
  • Add autotune for HyperparameterTuner

Bug Fixes and Other Changes

  • Remove release tag from non-global test
  • SDK defaults for volume size, JS Estimator image uri region, Predictor str method

v2.160.0

31 May 22:27
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Features

  • PyTorch 2.0 release
  • Add TFS 2.12.1 Graviton image

Bug Fixes and Other Changes

  • Fix failing integ test
  • remove unnecessary log messages for loading existing experiment runs
  • build(deps): bump requests from 2.27.1 to 2.31.0 in /requirements/extras
  • SDK Defaults - switch from config printing to logging

v2.159.0

23 May 21:21
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Features

  • Add TF Serving 2.12.1 images to the SM PySDK

Bug Fixes and Other Changes

  • Update the list of extension packages pylint is allowed to load

v2.158.0

22 May 20:03
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Features

  • Enable default role for Spark processors
  • SDK Defaults - S3 Params for Session
  • Bump up images for DJL transformers Neuronx DLCs

Bug Fixes and Other Changes

  • Relax local-mode PyPI requirements on urllib3

Documentation Changes

  • Fix Tensorflow and PyTorch supported version in HuggingFaceProcessor
  • Update doc for model_server_workers param in PyTorchModel

v2.157.0

18 May 17:17
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Features

  • Handle use case where endpoint is created outside of python …

Bug Fixes and Other Changes

  • Make type annotation of UploadedCode consistent
  • Add SELinux label to local docker volumes

v2.156.0

17 May 02:28
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Features

  • Partition support for DJLModel using SM Training job
  • Update run-notebook-test to consider skips failures

Bug Fixes and Other Changes

  • Update apache airflow and update test requirements
  • Perform integrity checks for remote function execution
  • Add p2 instances to integ tests
  • Fix typo in logging message within ir mixin
  • double Run create on load_run
  • Update dtype logic for huggingface backend for new containers

Documentation Changes

  • Update container version for SKLearn
  • Add description for parameters in TransformInput

v2.155.0

15 May 19:52
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Features

  • Add support for SageMaker Serverless inference Provisioned Concurrency feature

Bug Fixes and Other Changes

  • Revert "fix: make RemoteExecutor context manager non-blocking on pend…
  • Add BOM to no No P2 Availability region list