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PyPI v0.15.0
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@clearml-bot clearml-bot released this 01 Jun 16:59
· 592 commits to master since this release
0.15.0
c58ffdb

Features

  • Add daemon Services Mode (daemon --services-mode) where the daemon spins a task in its own docker 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
  • 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 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 #19
  • Fix version control links in requirements when using conda
  • Fix build --docker mode standalone docker execution
  • 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" (Trains Slack channel thread)
  • Do not monitor GPU when running with --cpu-only
Assets 3
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