clearml-docs/docs/release_notes/clearml_agent/ver_0_15.md

title
Version 0.15

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

Trains Agent 0.15.1

Features

• Add Trains Agent Daemon and Services docker files.

Bug Fixes

• Fix initialization wizard (allow at most two verification retries, then print error).
• Add warning on --gpus with no detected CUDA version (GitHub trains-agent Issue 24).
• Add agent.force_git_ssh_protocol configuration option to force all Git links to ssh:// (GitHub trains-agent Issue 16).
• Add Git user / pass permission into pip package installation from Git repository (GitHub trains-agent Issue 22).

Trains Agent 0.15.0

Features

• Add daemon Services Mode (daemon --services-mode), where the daemon spins a task in its own Docker container, and verifies start-up and shut-down. This allows multiple tasks to be launched simultaneously on the same machine (currently in CPU mode only), where each task service will register itself as a worker for the lifetime of the task.
• Enhance build --docker mode:
  • Add --install-globally option to install required packages in the Docker's system Python.
  • Add --entry-point option to allow automatic task cloning when running the Docker container.
• Support PyTorch Nightly builds using the agent.torch_nightly configuration flag. If true, the agent looks for a nightly build when a stable torch wheel is not found.
• Add environment variables support for git user / password:
  • Using TRAINS_AGENT_GIT_USER / TRAINS_AGENT_GIT_PASS.
  • Pass git credentials to dockerized experiment execution.
• Support running code from module (i.e. -m in execution entry point).
• Add daemon --create-queue to automatically create a queue and use it, if the queue name doesn't exist in the server.
• Move --gpus and --cpu-only to worker args (used by daemon, execute and build).

Bug Fixes

• Fix init wizard, correctly display the input servers (GitHub Issue #19).
• Improve docker host-mount support, use TRAINS_AGENT_DOCKER_HOST_MOUNT environment variable.
• Support pip v20.1 local/http package reference in pip freeze.
• Fix detached mode to correctly use cache folder slots.
• Fix CUDA_VISIBLE_DEVICES should never be set to "all".
• Do not monitor GPU when running with --cpu-only