Releases: aws/sagemaker-python-sdk
Releases · aws/sagemaker-python-sdk
v1.49.0
Features
- Add support for TF-2.0.0.
- create ProcessingJob from ARN and from name
Bug fixes and other changes
- Make tf tests tf-1.15 and tf-2.0 compatible.
Documentation changes
- add Model Monitor documentation
- add link to Amazon algorithm estimator parent class to clarify **kwargs
v1.48.1
Bug fixes and other changes
- use name_from_base in auto_ml.py but unique_name_from_base in tests.
- make test's custom bucket include region and account name.
- add Keras to the list of Neo-supported frameworks
Documentation changes
- add link to parent classes to clarify **kwargs
- add link to framework-related parent classes to clarify **kwargs
v1.48.0
Features
- allow setting the default bucket in Session
Bug fixes and other changes
- set integration test parallelization to 512
- shorten base job name to avoid collision
- multi model integration test to create ECR repo with unique names to allow independent parallel executions
v1.47.1
v1.46.0
Features
- support Multi-Model endpoints
Bug fixes and other changes
- update PR template with items about tests, regional endpoints, and API docs
v1.45.2
Bug fixes and other changes
- modify schedule cleanup to abide by latest validations
- lower log level when getting execution role from a SageMaker Notebook
- Fix "ValueError: too many values to unpack (expected 2)" is occurred in windows local mode
- allow ModelMonitor and Processor to take IAM role names (in addition to ARNs)
Documentation changes
- mention that the entry_point needs to be named inference.py for tfs
v1.45.1
Bug fixes and other changes
- create auto ml job for tests that based on existing job
- fixing py2 support for latest TF version
- fix tags in deploy call for generic estimators
- make multi algo integration test assertion less specific
v1.45.0
Features
- add support for TF 1.15.0, PyTorch 1.3.1 and MXNet 1.6rc0.
- add S3Downloader.list(s3_uri) functionality
- introduce SageMaker AutoML
- wrap up Processing feature
- add a few minor features to Model Monitoring
- add enable_sagemaker_metrics flag
- Amazon SageMaker Model Monitoring
- add utils.generate_tensorboard_url function
- Add jobs list to Estimator
Bug fixes and other changes
- remove unnecessary boto model files
- update boto version to >=1.10.32
- correct Debugger tests
- fix bug in monitor.attach() for empty network_config
- Import smdebug_rulesconfig from PyPI
- bump the version to 1.45.0 (publishes 1.46.0) for re:Invent-2019
- correct AutoML imports and expose current_job_name
- correct Model Monitor eu-west-3 image name.
- use DLC prod images
- remove unused env variable for Model Monitoring
- aws model update
- rename get_debugger_artifacts to latest_job_debugger_artifacts
- remove retain flag from update_endpoint
- correct S3Downloader behavior
- consume smdebug_ruleconfig .whl for ITs
- disable DebuggerHook and Rules for TF distributions
- incorporate smdebug_ruleconfigs pkg until availability in PyPI
- remove pre/post scripts per latest validations
- update rules_config .whl
- remove py_version from SKLearnProcessor
- AutoML improvements
- stop overwriting custom rules volume and type
- fix tests due to latest server-side validations
- Minor processing changes
- minor processing changes (instance_count + docs)
- update api to latest
- Eureka master
- Add support for xgboost version 0.90-2
- SageMaker Debugger revision
- Add support for SageMaker Debugger [WIP]
- Fix linear learner crash when num_class is string and predict type is
multiclass_classifier - Additional Processing Jobs integration tests
- Migrate to updated Processing Jobs API
- Processing Jobs revision round 2
- Processing Jobs revision
- remove instance_pools parameter from tuner
- Multi-Algorithm Hyperparameter Tuning Support
- Import Processors in init files
- Remove SparkML Processors and corresponding unit tests
- Processing Jobs Python SDK support
v1.44.4
Bug fixes and other changes
- Documentation for Amazon Sagemaker Operators
v1.44.3
Bug fixes and other changes
- move sagemaker config loading to LocalSession since it is only used for local code support.
Documentation changes
- fix docstring wording.