Releases: aws/sagemaker-python-sdk
Releases · aws/sagemaker-python-sdk
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 andtorchrun
- 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
v2.146.1
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
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