6월 OCI AI/ML 업데이트 소식

2023년 6월 OCI AI/ML 업데이트 소식입니다.

Accelerated Data Science 2.8.6 is released

• Services: Data Science
• Release Date: June 13, 2023
• Documentation: https://docs.oracle.com/en-us/iaas/releasenotes/changes/808730ae-b28a-4025-8153-691ce33e4f20/

업데이트 소개

OCI Data Science 서비스에서 제공하는 Python 라이브러리 인 ADS 2.8.6 패치에서는 아래와 같은 기능이 추가 및 개선 그리고 버그 픽스가 업데이트 되었습니다.

• Resolved an issue in ads opctl build-image job-local when the build of job-local would get stuck. Updated the Python version to 3.8 in the base environment of the job-local image.
• Fixed a bug that prevented the support of defined tags for Data Science job runs.
• Fixed a bug in the entryscript.sh of ads opctl that attempted to create a temporary folder in the /var/folders directory.
• Added support for defined tags in the Data Flow application and application run.
• Deprecated the old :py:class:~ads.model.ModelDeploymentProperties and :py:class:~ads.model.ModelDeployer classes, and their corresponding APIs.
• Enabled the uploading of large size model artifacts for the :py:class:~ads.model.ModelDeployment` class.
• Implemented validation for shape name and shape configuration details in Data Science jobs and Data Flow applications.
• Added the capability to create ADSDataset using the Pandas accessor.
• Made Docker dependency optional for ads opctl run.
• Provided a prebuilt watch command for monitoring Data Science jobs with ads opctl.
• Eliminated the legacy ads.dataflow package from ADS.

Accelerated Data Science 2.8.7 is released

• Services: Data Science
• Release Date: June 22, 2023
• Documentation: https://docs.oracle.com/en-us/iaas/releasenotes/changes/55fdef5a-035f-4340-ab75-2bde25976703/

업데이트 소개

OCI Data Science 서비스에서 제공하는 Python 라이브러리 인 ADS 2.8.7 패치에서는 아래와 같은 기능이 추가 및 개선 그리고 버그 픽스가 업데이트 되었습니다.

• Removed incorrect help information of opctl commands.
• Add pre-commit for OCIDs and secrets to these Github repositories: ads, ocifs, samples, and mlflow.
• Added support for token-based authentication.

Dialogue & Discussion