sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
APACHE-2.0 License
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Published by sagemaker-bot over 2 years ago
Features
- JumpStart Integration
- Adds support for async inference
- Update instance types for integ test
Bug Fixes and Other Changes
- Revert "feature: CompilationStep support for Sagemaker Pipelines
- gpu use p3/p2 per avail for region
- jumpstart typo
- pin pytest-xdist to avoid release failures
- set sagemaker_connection and image_uri in register method
- update to incorporate black v22, pin tox versions
- Add deprecation warning in Clarify DataConfig
Documentation Changes
- Jumpstart doc strings and added new sections
- Add Jumpstart support documentation
Published by sagemaker-bot over 2 years ago
Features
- Add support for SageMaker lineage queries context
Bug Fixes and Other Changes
- support specifying a facet by its column index
Documentation Changes
- more documentation for serverless inference
Published by sagemaker-bot almost 3 years ago
Features
- Add EMRStep support in Sagemaker pipeline
- Adds Lineage queries in artifact, context and trial components
- Add support for SageMaker lineage queries in action
- Adds support for Serverless inference
- support checkpoint to be passed from estimator
- support JsonGet/Join parameterization in tuning step Hyperparameters
- Support model pipelines in CreateModelStep
- enable python 3.9
- Add models_v2 under lineage context
Bug Fixes and Other Changes
- allow kms_key to be passed for processing step
- Remove duplicate vertex/edge in query lineage
- update pricing link
- Update CHANGELOG.md
- fixes unnecessary session call while generating pipeline definition for lambda step
Documentation Changes
- Enhance smddp 1.2.2 doc
- Document the available ExecutionVariables
Published by sagemaker-bot almost 3 years ago
Bug Fixes and Other Changes
- update master from dev
Published by sagemaker-bot almost 3 years ago
Bug Fixes and Other Changes
- Update CHANGELOG.md
- Increment static lineage pipeline
- fix kmeans test deletion sequence, increment lineage statics
- Re-deploy static integ test endpoint if it is not found
- Add ContentType in test_auto_ml_describe
- Model Registration with BYO scripts
Documentation Changes
- SageMaker model parallel library 1.6.0 API doc
Published by sagemaker-bot almost 3 years ago
Bug Fixes and Other Changes
- typos and broken link
- S3Input - add support for instance attributes
- Prevent repack_model script from referencing nonexistent directories
- Set ProcessingStep upload locations deterministically to avoid c…
Published by sagemaker-bot almost 3 years ago
Features
- allow conditional parellel builds
Bug Fixes and Other Changes
- local mode - support relative file structure
- fix endpoint bug
Published by sagemaker-bot almost 3 years ago
Features
- Add support for TF 2.6
- Adding PT 17/18 Repo
- Add profile_name support for Feature Store ingestion
Bug Fixes and Other Changes
- Fix non-existent variable name
- Add TF 2.6.2 on training
- Recreate static lineage test data
Published by sagemaker-bot almost 3 years ago
Features
- update boto3 minor version >= 1.20.18
- Add support for SageMaker lineage queries
- add CV shap explainability for SageMaker Clarify
- add NLP support for SageMaker Clarify
- Add support for ModelMonitor/Clarify integration in model building pipelines
- adding support for transformers 4.11 for SM Training Compiler
- SM Training Compiler with an UI to enable/disable compilation for HuggingFace DLCs to speedup training
Bug Fixes and Other Changes
- pin coveragepy
- Add support for PyTorch 1.9.1
- Update s3 path of scheduling analysis config on ClarifyCheckStep
- documentation/logging to indicate correct place for DEBUG artifacts from SM trcomp
- validate requested transformers version and use the best available version
- Install custom pkgs
Published by sagemaker-bot almost 3 years ago
Features
- Hugging Face Transformers 4.12 for Pt1.9/TF2.5
Published by sagemaker-bot almost 3 years ago
Features
- CompilationStep support for Sagemaker Pipelines
Published by sagemaker-bot almost 3 years ago
Deprecations and Removals
- deprecate Serverless Lambda model-predictor
Features
- add joinsource to DataConfig
- Add support for Partial Dependence Plots(PDP) in SageMaker Clarify
Bug Fixes and Other Changes
- localmode subprocess parent process not sending SIGTERM to child
- remove buildspec from repo
Published by sagemaker-bot almost 3 years ago
Documentation Changes
- Update estimator docstrings to add Fast File Mode
Published by sagemaker-bot almost 3 years ago
Bug Fixes and Other Changes
- expose num_clusters parameter for clarify shap in shapconfig
- Update cron job to run hourly
Published by sagemaker-bot almost 3 years ago
Bug Fixes and Other Changes
- HuggingFace image_uri generation for inference
- Update '_' and '/' with '-' in filename creation
Published by sagemaker-bot almost 3 years ago
Features
- Add image_uris.retrieve() support for AutoGluon
Documentation Changes
- fix documentation for input types in estimator.fit
- Add JsonGet v2 deprecation
Published by sagemaker-bot almost 3 years ago
Features
- modify RLEstimator to use newly generated Ray image (1.6.0)
- network isolation mode for xgboost
- update clarify imageURI for PDT
Bug Fixes and Other Changes
- retry downstream_trials test
- Add retries to pipeline execution
Published by sagemaker-bot almost 3 years ago
Deprecations and Removals
- warn for deprecation - Lambda model-predictor
Features
- Add support for TF 2.5
- Add a pre-push git hook
Bug Fixes and Other Changes
- add s3_analysis_config_output_path field in DataConfig constructor
- make marketplace jobnames random
Published by sagemaker-bot about 3 years ago
Bug Fixes and Other Changes
- Update timeouts for integ tests from 20 to 40
Published by sagemaker-bot about 3 years ago
Bug Fixes and Other Changes
- HF estimator attach modified to work with py38