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 almost 4 years ago
Bug Fixes and Other Changes
- remove captureWarninig setting
Published by sagemaker-bot almost 4 years ago
Bug Fixes and Other Changes
- improve optional dependency error message
- add debugger rule container account in PDT
- assert step execution first in pipeline test
- add service inserted fields to generated Hive DDL
Documentation Changes
- fix description for max_wait
- use correct classpath in V2 alias documentation.
- Bad arg name in feat-store ingestion manager
Published by sagemaker-bot almost 4 years ago
Bug Fixes and Other Changes
- remove shell=True in subprocess.check_output
- use SecurityConfig dict key
Documentation Changes
- remove D212 from ignore to comply with PEP257 standards
Published by sagemaker-bot almost 4 years ago
Bug Fixes and Other Changes
- update git utils temp file
- Allow online store only FeatureGroups
Documentation Changes
- inform contributors when not to mark integration tests as canaries
- adding change log for smd model parallel
Published by sagemaker-bot almost 4 years ago
Features
- Add support for actions in debugger rules.
Bug Fixes and Other Changes
- include sparkml 2.4 in image uri config properly
- Mount metadata dir only if it exists
- allow urllib3 1.26
Published by sagemaker-bot almost 4 years ago
Features
- Support local mode for Amazon SageMaker Processing jobs
Bug Fixes and Other Changes
- Add API enhancements for SMP
- adjust naming convention; fix links
- lower value used in featurestore test
Documentation Changes
- Update GTDD instructions
Published by sagemaker-bot almost 4 years ago
Features
- remove D205 to enable PEP257 Docstring Conventions
Bug Fixes and Other Changes
- Pin smdebug-rulesconfig to 1.0.0
- use itertuples to ingest pandas dataframe to FeatureStore
Published by sagemaker-bot almost 4 years ago
Features
- add dataset definition support for processing jobs
Bug Fixes and Other Changes
- include workflow integ tests with clarify and debugger enabled
- only run DataParallel and EdgePackaging tests in supported regions
Documentation Changes
- fix smp code example, add note for CUDA 11 to sdp
- adding note about CUDA 11 to SMP. Small title update PyTorch
Published by sagemaker-bot almost 4 years ago
Features
- add tensorflow 1.15.4 and 2.3.1 as valid versions
- add py36 as valid python version for pytorch 1.6.0
- auto-select container version for p4d and smdistributed
- add edge packaging job support
- Add Clarify Processor, Model Bias, Explainability, and Quality Monitors support. (#494)
- add model parallelism support
- add data parallelism support (#454) (#511)
- support creating and updating profiler in training job (#444) (#526)
Bug Fixes and Other Changes
- bump boto3 and smdebug_rulesconfig versions for reinvent and enable data parallel integ tests
- run UpdateTrainingJob tests only during allowed secondary status
- Remove workarounds and apply fixes to Clarify and MM integ tests
- add p4d to smdataparallel supported instances
- Mount metadata directory when starting local mode docker container
- add integ test for profiler
- Re-enable model monitor integration tests.
Documentation Changes
- add SageMaker distributed libraries documentation
- update documentation for the new SageMaker Debugger APIs
- minor updates to doc strings
Published by sagemaker-bot almost 4 years ago
Features
- all de/serializers support content type
- warn on 'Stopped' (non-Completed) jobs
- all predictors support serializer/deserializer overrides
Bug Fixes and Other Changes
- v2 upgrade tool should ignore cell starting with '%'
- use iterrows to iterate pandas dataframe
- check for distributions in TF estimator
Documentation Changes
- Update link to Sagemaker PyTorch Docker Containers
- create artifact restricted to SM context note
Testing and Release Infrastructure
- remove flaky assertion in test_integ_history_server
- adjust assertion of TensorFlow MNIST test
Published by sagemaker-bot almost 4 years ago
Features
- bump minor version for re:Invent 2020 features
Published by sagemaker-bot almost 4 years ago
Bug Fixes and Other Changes
- Add re:Invent 2020 features
- use eia python version fixture in integration tests
- bump version to 2.17.0 for re:Invent-2020
Documentation Changes
- add feature store documentation
Published by sagemaker-bot almost 4 years ago
Testing and Release Infrastructure
- use ECR-hosted image for ubuntu:16.04
Published by sagemaker-bot almost 4 years ago
Bug Fixes and Other Changes
- fix failures for multiple spark run() invocations
Published by sagemaker-bot almost 4 years ago
Bug Fixes and Other Changes
- create default bucket only if needed
Published by sagemaker-bot almost 4 years ago
Bug Fixes and Other Changes
- ensure 1p algos are compatible with forward-port
Published by sagemaker-bot almost 4 years ago
Documentation Changes
- clarify non-breaking changes after v1 forward port
Published by sagemaker-bot almost 4 years ago
Features
- update image uri for neo tensorflow
Published by sagemaker-bot almost 4 years ago
Bug Fixes and Other Changes
- add kms_key optional arg to Pipeline.deploy()
Documentation Changes
- Debugger API - improve docstrings and add examples
Published by sagemaker-bot about 4 years ago
Bug Fixes and Other Changes
- refactor _create_model_request