v2.200.0

Deprecations and Removals

• remove explicit partitions key requirement on pysdk side.

Features

• add non-repeating config logger
• Add SageMaker Geospatial verison 1.x images
• TGI 1.2.0 Image Uri
• support model.register() with triton model
• Enable retrieving function step results for local mode

Bug Fixes and Other Changes

• TGI 1.3.1
• excessive jumpstart instance type logging
• Support local mode for remote function
• Session.download_data can not download nested objects
• Fix writing into non-closed file with git clone command
• mitigation of xgboost container incompatibility with new version
• update image and hardware validation with inf and graviton
• remove two setuptools deprecations
• minor jumpstart dev ex improvements
• save utils fix
• Correct DJL neuronx regions
• delete unused file inference-experience-dev-tester.sh
• Fix Experiment Run integ test w.r.t unexpected boto3 version
• Bump test dependencies versions
• fast follow on js uncompressed support - ModelBuilder
• Modify Region List for Neuron Images (HF neuron/neuronx, PT Neuron)

Documentation Changes

• Mention for custom Docker Image

v2.199.0

Features

• Update boto3 version to 1.33.3
• Goldfinch InferenceComponent integration
• Add Pipeline step decorator, NotebookJobStep, and scheduler
• ModelBuilder for simplified model testing and deployment

Bug Fixes and Other Changes

• Skip failing integ tests
• chore: add jumpstart gated model integration tests
• disable integration tests for Inference Component based endpoint for non supported regions
• remove unnecessary whl file - Galactus
• refactor endpoint type enums, comments, docstrings, method names…
• Address SA feedback regarding deployment straight to Endpoint Mode - Galactus
• fix HuggingFace GEN2 model deployment arguments
• when customer role does not have permission to read logs from CW, default to standard logging - Galactus
• Add pagination for ListInferenceComponent API responses, address non-blocking comments
• Create CSVSerializerWrapper - Galactus
• Model builder Final Fixes
• remote function include_local_workdir default value
• use copy instead of move in bootstrap script
• WaiterError on failed pipeline execution. results()
• Add a unit test for consistency between step and remote decorator
• merge WorkdirConfig and custom_filter_filter parameters
• Add back mixed step type integ test
• do not delete temp folder generated by sdist
• make collect_parameters decorator as private
• HMAC signing for ModelBuilder Triton python backend

Documentation Changes

• update docstring for Generation two endpoint and validation message
• galactus doc updates
• CustomFileFilter doc updates
• NotebookJobSteps class parameter severity update

v2.198.0

Features

• re:Invent 2023 keynote1

v2.197.0

Features

• PT2.1 SM Training/Inference DLC Release

Bug Fixes and Other Changes

• Release HuggingFace PT Neuronx training image 1.13.1
• HuggingFace PT Neuronx release in SDK

v2.196.0

Features

• inference instance type conditioned on training instance type

Bug Fixes and Other Changes

• improved jumpstart tagging

v2.195.1

Bug Fixes and Other Changes

• Allow either instance_type or instance_group to be defined in…
• enhance image_uris unit tests

v2.195.0

Features

• jumpstart gated model artifacts
• jumpstart extract generated text from response
• jumpstart contruct payload utility

Bug Fixes and Other Changes

• relax upper bound on urllib in local mode requirements
• bump urllib3 version
• allow smdistributed to be enabled with torch_distributed.
• fix URL links

Documentation Changes

• remove python 2 reference
• update framework version links

v2.194.0

Features

• Added register step in Jumpstart model
• jumpstart instance specific metric definitions

Bug Fixes and Other Changes

• Updates for DJL 0.24.0 Release
• use getter for resource-metadata dict
• add method to Model class to check if repack is needed

v2.193.0

Features

• jumpstart model artifact instance type variants
• jumpstart instance specific hyperparameters
• Feature Processor event based triggers (#1132)
• Support job checkpoint in remote function
• jumpstart model package arn instance type variants

Bug Fixes and Other Changes

• Fix hyperlinks in feature_processor.scheduler parameter descriptions
• add image_uris_unit_test pytest mark
• bump apache-airflow to v2.7.2
• clone distribution in validate_distribution
• fix flaky Inference Recommender integration tests

Documentation Changes

• Update PipelineModel.register documentation
• specify that input_shape in no longer required for torch 2.0 mod…

v2.192.1

Bug Fixes and Other Changes

• update local mode schema
• import error in unsupported js regions
• Update Ec2 instance type to g5.4xlarge in test_huggingface_torch_distributed.py