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

v2.151.0

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

Features

• Introduce TensorBoard app class

Bug Fixes and Other Changes

• Update data wrangler images

v2.149.0

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

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

Features

• support different types of deletion mode