v2.161.0

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

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

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

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

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

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

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

v2.154.0

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

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

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