Sagemaker

Latest version: v2.224.1

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2.156.0

Not secure
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

2.155.0

Not secure
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

2.154.0

Not secure
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

2.153.0

Not secure
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

2.152.0

Not secure
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

2.151.0

Not secure
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

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