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Releases: aws/sagemaker-python-sdk

v2.154.0

11 May 19:37
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Features

  • Add integ tests for remote_function, auto_capture functionality
  • jumpstart model estimator classes

Bug Fixes and Other Changes

  • integs - pytorch transformer deps and add test retry
  • adding .lower() so new Pandas dtypes will match the type lookup.
  • Pass KMS value to create processing job

v2.153.0

09 May 17:30
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Features

  • Support npz archives in NumpyDeserializer
  • Add FasterTransformer DJL support
  • support for Sample Weights for SageMaker Autopilot

Bug Fixes and Other Changes

  • retry is_run assertion
  • Avoid 'AttributeError' for endpoint_name, if deploy() is not yet called
  • Fix LambdaStep Creation
  • Fix error when instance_count>1 in remote_function
  • Remove deprecated update_endpoint from deploy() args in TensorFlowModel
  • Update DJL deepspeed and fastertransformer DLC image uris
  • remote_function python version mismatch issue

v2.152.0

04 May 23:17
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Features

  • add support for lineage visualization using pyvis
  • Expose Experiment class publicly
  • PyTorch 1.13 release

Bug Fixes and Other Changes

  • Change data_type argument to dtype to keep consistent with D…
  • Skip edge test
  • make RemoteExecutor context manager non-blocking on pending futures
  • Add inferentia2 DLC images for djl framework
  • Fix typo in using_pytorch.rst
  • Unable to attach estimator to training job when KeepAlivePeriodInSeconds specified
  • update LMI container image
  • Update Clarify SHAPConfig baseline to allow JSON structures

Documentation Changes

  • Fix broken link in DJL SageMaker docs
  • currency update for the SageMaker data parallelism lib
  • SM model parallel library v1.15.0 release note

v2.151.0

27 Apr 21:50
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Features

  • Update Transformers 4.26 - TensorFlow 2.11.0 Image URI
  • Add Extra Parameters to Lambda Function Wrapper

Bug Fixes and Other Changes

  • Add kms key support for Model registration
  • Enable inference recommender slow tests
  • Pass sagemaker session to downstream s3 calls
  • Add ap-south-1 to no p3 regions
  • skip test for p2 instance for TF2.12 and above

Documentation Changes

  • Fix minor misses from the remote function doc release

v2.150.0

26 Apr 00:27
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Features

  • Introduce TensorBoard app class

Bug Fixes and Other Changes

  • Update data wrangler images

v2.149.0

25 Apr 02:52
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Features

  • Support TF2.12 SageMaker DLC

Bug Fixes and Other Changes

  • update the doc for Join function
  • change s3UploadMode of sagemaker clarify processing output for computer vision jobs.

Documentation Changes

  • Add Remote Function updates

v2.148.0

20 Apr 01:20
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Features

  • [huggingface] Add torch.distributed support for Trainium and torchrun
  • Add PyTorch 2.0 to SDK

Bug Fixes and Other Changes

  • updating batch transform job in monitoring schedule

v2.147.0

18 Apr 21:24
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Features

  • support different types of deletion mode

v2.146.1

17 Apr 00:41
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Bug Fixes and Other Changes

  • skip failing tests temporarily
  • Added ml.p4d and ml.p4de as supported instances for DeepSpeed

Documentation Changes

  • Add Model Registry Model Collection

v2.146.0

13 Apr 02:49
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Features

  • Add support for JSON model inputs for Clarify Processor

Bug Fixes and Other Changes

  • Feature/list collection
  • improve reliability of Run integration test
  • Add a comment that smdataparallel lib excludes tf 2.12 support

Documentation Changes

  • Update reference to load run method in documentation