v2.206.0

Features

• Logic to detect hardware GPU count and aggregate GPU memory size in MiB

Bug Fixes and Other Changes

• fixed create monitoring schedule failing after validation error
• Support PipelineVariable for ModelQualityCheckConfig attributes
• TGI NeuronX 0.0.17

v2.205.0

Features

• Support selective pipeline execution for function step

Bug Fixes and Other Changes

• remove fastapi and uvicorn dependencies
• Support using PipelineDefinitionConfig in local mode
• update get_execution_role_arn from metadata file if present
• update image_uri_configs 01-24-2024 06:17:33 PST
• Add validation for empty ParameterString value in start local pipeline

v2.204.0

Features

• add throughput management support for feature group
• Support custom repack model settings
• parallelize notebook search utils, add new operators

Bug Fixes and Other Changes

• Enable galactus integ tests
• JumpStart - TLV region launch
• add warning message for job-prefixed pipeline steps when no job name is provided
• TGI NeuronX
• Updates for DJL 0.26.0 release
• update sphinx version
• Add PyTorch 2.1.0 SM Training DLC to UNSUPPORTED_DLC_IMAGE_FOR_SM_PARALLELISM list
• Huggingface glue failing tests
• change ConditionNot incorrect property Expression to Condition

v2.203.1

Bug Fixes and Other Changes

• TGI 1.3.3
• skip failing integs
• query hf api for model md
• update image_uri_configs 12-29-2023 06:17:34 PST

v2.203.0

Features

• support local mode in SageMaker Studio (#1300)
• Supporting tbac in load_run

Bug Fixes and Other Changes

• update image_uri_configs 12-25-2023 06:17:33 PST
• Disable failed test in IR
• Raise Exception for debug
• create role if needed in get_execution_role

v2.202.1

Bug Fixes and Other Changes

• update image_uri_configs 12-22-2023 06:17:35 PST
• update model path in local mode
• Using logging instead of prints

Documentation Changes

• update issue template.

v2.202.0

Features

• support remote debug for sagemaker training job

Bug Fixes and Other Changes

• update image_uri_configs 12-21-2023 08:32:41 PST
• Update tblib constraint

v2.201.0

Features

• Use specific images for SMP v2 jobs
• Added update for model package

Bug Fixes and Other Changes

• Add write permission to job output dirs for remote and step decorator running on non-root job user
• Move func and args serialization of function step to step level

Documentation Changes

• SMP v2 doc updates (#1423)
• fix ModelBuilder sample notebook links

v2.200.1

Bug Fixes and Other Changes

• Merge branch 'master-rba' into local_merge
• Fix user agent tag issue
• update image_uri_configs 12-13-2023 14:04:54 PST
• update image_uri_configs 12-13-2023 12:23:06 PST

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