In this article, learn about Azure Machine Learning compute instance image releases. Azure Machine Learning maintains host operating system images for Azure ML compute instance and Data Science Virtual Machines. Due to the rapidly evolving needs and package updates, we target to release new images every month.
Azure Machine Learning checks and validates any machine learning packages that may require an upgrade. Updates incorporate the latest OS-related patches from Canonical as the original Linux OS publisher. In addition to patches applied by the original publisher, Azure Machine Learning updates system packages when updates are available. For details on the patching process, see Vulnerability Management.
Main updates provided with each image version are described in the below sections.
Version: 23.01.19
Main changes:
- Added new conda environment
jupyter-env
- Moved jupyter service to new
jupyter-env
conda environment Azure Machine Learning SDK
to version1.48.0
Main environment specific updates:
- Added
azureml-fsspec
package toAzureml_py310_sdkv2
CUDA
support resolved forazureml_py38CUDA
CUDA
support resolved forazureml_py38_PT_TF
Version 22.09.22
Main changes:
.Net Framework
to version3.1.423
Azure Cli
to version2.40.0
Conda
to version4.14.0
Azure Machine Learning SDK
to version1.45.0
Main environment specific updates:
azureml_py38
:
azureml-core
to version1.45.0
tensorflow-gpu
to version2.2.1
Version 22.08.19
Main changes:
- Base OS level image updates.
Version 22.07.22
Main changes:
Azcopy
to version10.16.0
Blob Fuse
to version1.4.4