cm-mlops-arc-20240428

Archive of the cm-mlops repository to reproduce older workflows before migrating to mlcommons@cm4mlops.

CM v2.2.0: a few major improvements to support Visual Studio debugging and min CM version

CM v2.2.0 release:

• fixed detection of a CM artifact using 'cm info .' when inside virtual env entries.
• added "cmind.utils.debug_here" function to attach remote Python debugger
  and tested with Visual Studio Code.
• added test to avoid checking out CM repo that was not pulled
• added utils.safe_load_json to return empty dict if file doesn't exist
• added utils.compare_versions to check min version requirements for automations and entries
• removed outdated convert_path (#1219)
• added utils.check_if_true_yes_on (#1216)
• check "min_cm_version" in CM automations and CM scripts (use _cm.yaml or _cm.json)

CM v2.1.2 supporting dependencies for CM repositories

cm-v2.1.2

CM v2.1.2 (#1212)

CM v2.1.1: support for the new mlcommons@cm4mlops repo

We have moved cm-mlops sub-repo to a standalone repo at https://github.com/mlcommons/cm4mlops .

CM v2.0.4: general improvements and minor bug fixes

• added skip of delayed help to simplify output of cmr [tags] --help
• revisited automatically generated READMEs for CM scripts (automation recipes) based on user feedback: #1169
• improved deleting of CM artifacts (entries) on Windows
• print tags when deleting CM artifacts (entries)

CM v2.0.3: improved handling of CM repositories

• added support to handle broken CM repositories: #1177
• added "cm checkout repo mlcommons@ck --branch=dev" to make it easier to switch branches
• added "cm import repo" to import repository in the current directory

CM v2.0.2: improved handling of CM repositories based on user feedback

• added support to update all CM Git repos in one go: "cm pull repo"
• added support to show extra info about CM Git repos: "cm show repo"
• added explicit support for Private Access Token (PAT) when pulling private CM repos:
  cm pull repo [email protected] --pat={GITHUB PAT}
• added support to remove CM repositories via "cm rm repo" even if read only (required for Windows)
• added support to self-fix CM repo list if repository was manually deleted

v2+: a major update with a new GUI and Python 3.12+ support

• a major update with Python 3.12+ support, the new CM automation recipes and a new GUI to compose modular AI systems and optimize
  them across diverse models, datasets, software and hardware:

• https://access.cknowledge.org/playground/?action=scripts
• https://access.cknowledge.org/playground/?action=howtorun
• https://access.cknowledge.org/playground/?action=reproduce

• added setuptools as dependency to detect package versions

V1.6.2 bug fixes and improvements for users

• fixed "cm pull repo" if repo already exists
• improved --help for common automations and CM scripts (automation recipes)
• fixed a few minor bugs
• added support to print directories and files for a given CM entry via "cm info {automation} {artifact|--tags}"

V1.6.1 release for MLPerf inference v4.0

Various improvements and fixes based on the feedback from MLPerf inference v4.0 submitters:

• added support for Python 3.12 (removed "pkg" dependency)
• improved --help for common automations and CM scripts (automation recipes)
• fixed a few minor bugs
• added --depth to "cm pull repo" to reduce size of stable repos
• added possibility to download zip repository in "cm pull repo --url={...}.zip" to download small and stable repositories with CM automation recipes
• updated core documentation