v2.209.0

Features

• ModelBuilder to fetch local schema when no SchemaBuilder present.
• AutoGluon 1.0.0 image_uris update

Bug Fixes and Other Changes

• skip pytorch training compiler integ test
• add fixes for tarfile extractall functionality PEP-721
• Fix telemetry image uri option logic for ModelBuilder
• Add telemetry metrics on usage of default images for ModelBuilder
• Fix error message typo
• Add "distribution" parameter into record_set

v2.208.0

Features

• Telemetry metrics
• TGI 1.4.0
• Support collection type and target store for feature store ingestion.

Bug Fixes and Other Changes

• bump jinja2 to 3.1.3 in doc/requirments.txt
• chore(deps): bump jinja2 from 3.0.3 to 3.1.3 in /requirements/extras
• Fix dependabot alert in transformers package
• Bump Apache Airflow version to 2.8.0
• skip failing mxnet tests

Documentation Changes

• change order of pipelines topics
• Explain the ClarifyCheckStep and QualityCheckStep parameters
• fix the ClarifyCheckStep documentation to mention PDP

v2.207.1

Bug Fixes and Other Changes

• Add PT 2.1 as a supported framework for the smdistributed distribution
• Enable private docker registry support for ModelBuilder
• HF PT 2.1 Image Configs

Documentation Changes

• add setup commands for documentation generation

v2.207.0

Features

• Introduce HF Transformers to ModelBuilder
• retrieve jumpstart estimator and predictor without specifying model id (infer from tags)

Bug Fixes and Other Changes

• SMP PT upgrade to 2.1
• Fetch HF metadata only when explicit type is not selected
• relax upper bound for urllib dependency

v2.198.1

Bug Fixes and Other Changes

• update get_execution_role_arn from metadata file if present

v2.197.1

Bug Fixes and Other Changes

• update get_execution_role_arn from metadata file if present

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