clearml-docs/docs/release_notes/clearml_agent/ver_0_17.md

title
Version 0.17

ClearML Agent 0.17.2

Features

• Add virtual environment caching:
  • Supports venv caching both in standard and docker mode.
  • Configurable using the agent.venvs_cache configuration section.
  • Disabled by default, enable here.
• Add support for --services-mode with venvs.
• Add agent.force_git_ssh_user configuration value (default git, see here) (clearml-agent GitHub Issue 42).
• Add agent.ignore_requested_python_version configuration option for multi Python environments (default false).
• Add agent.enable_task_env configuration option to set the OS environment based on the Environment section of the Task (default false, see here).
• K8s glue:
  • Add support for detecting and deleting k8s pods that fail to start.
  • Allow providing namespace in k8s glue and k8s glue example.
  • Add base-pod-number parameter to k8s glue and example.
• Change agent.default_docker.image to nvidia/cuda:10.1-cudnn7-runtime-ubuntu18.04 (see here).
• Use shared git cache for multiple agents on the same machine.
• Upgrade pynvml add detect CUDA version from driver level.
• Update agent and services docker files.
• Update documentation.

Bug Fixes

• Fix docker --network returns None.
• Fix docker mode without venvs cache dir.
• Fix applying git diff on a newly added file.
• Fix environment variables CLEARML_WEB_HOST/CLEARML_FILES_HOST not passed to running tasks (or updated on the config object).
• Fix --detached command line option not supported on Windows (ignore and issue warning).
• Fix file not found error (errno 2) interpreted as aborted (i.e. Ctrl-C).
• Fix from clearml runtime diff patching.
• Fix cache to take cuda version into account.
• Fix CPU mode.
• Fix multi instances on Windows.
• Fix conda support for git+http links.
• Fix k8s glue does not pass docker environment variables, remove deprecated flags.

ClearML Agent 0.17.0

• Renamed trains-agent as clearml-agent (see clearml-agent in GitHub).