clearml-docs/docs/release_notes/clearml_agent/ver_0_14.md
2024-09-26 16:09:25 +03:00

1.8 KiB

title
Version 0.14

:::important Trains is now ClearML. :::

Trains Agent 0.14.1

Features and Bug Fixes

  • Add daemon detached mode (--detached, -d) that runs the agent as daemon in the background and returns immediately.
  • Auto mount ~/.git-credentials into a Docker container, if the file exists.
  • Add TRAINS_AGENT_EXTRA_PYTHON_PATH environment variable to allow the adding of an additional Python path during experiment execution (helpful when using extra un-tracked modules).
  • Fix "run as user" feature (using TRAINS_AGENT_EXEC_USER environment variable).
  • Fix PyTorch support to ignore minor versions when looking for package to install / download.
  • Fix experiment execution output handling.

Trains Agent 0.14.0

Features and Bug Fixes

  • Add support for trains-agent execute --id <experiment-id> --docker that allows executing a specific experiment inside a docker container.
  • Add support for trains-agent execute --id <template-experiment-id> --clone that clones the provided experiment and executes the cloned experiment.
  • Add support for APIClient.models.delete to allow programmatically deleting a model (GitHub trains-server Issue #32).
  • Add daemon support for passing storage-related OS environment variables to experiments executed inside a Docker container (supported by trains>=0.13.3):
    • AWS: AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY and AWS_DEFAULT_REGION
    • Azure: AZURE_STORAGE_ACCOUNT and AZURE_STORAGE_KEY
    • Google: GOOGLE_APPLICATION_CREDENTIALS
  • Fix Git checkout with submodules (GitHub Issue #112).
  • Docker image in command line takes precedence over the Docker image specified in an experiment.