* 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
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
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
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
2.150.0
Features
* Introduce TensorBoard app class
Bug Fixes and Other Changes
* Update data wrangler images
2.149.0
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.