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45 lines
2.4 KiB
Markdown
45 lines
2.4 KiB
Markdown
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---
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title: Version 0.15
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---
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:::important
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**Trains** is now **ClearML**.
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:::
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### Trains Agent 0.15.1
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**Features**
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* Add Trains Agent Daemon and Services docker files.
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**Bug Fixes**
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* Fix initialization wizard (allow at most two verification retries, then print error).
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* Add warning on `--gpus` with no detected CUDA version ([GitHub trains-agent Issue 24](https://github.com/allegroai/trains-agent/issues/24)).
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* Add `agent.force_git_ssh_protocol` configuration option to force all Git links to `ssh://` ([GitHub trains-agent Issue 16](https://github.com/allegroai/trains-agent/issues/16)).
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* Add Git user / pass permission into pip package installation from Git repository ([GitHub trains-agent Issue 22](https://github.com/allegroai/trains-agent/issues/22)).
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### Trains Agent 0.15.0
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**Features**
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* 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.
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* Enhance `build --docker` mode:
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* Add `--install-globally` option to install required packages in the Docker's system Python.
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* Add `--entry-point option` to allow automatic task cloning when running the Docker container.
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* 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.
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* Add environment variables support for git user / password:
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* Using `TRAINS_AGENT_GIT_USER` / `TRAINS_AGENT_GIT_PASS`.
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* Pass git credentials to dockerized experiment execution.
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* Support running code from module (i.e. -m in execution entry point).
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* Add `daemon --create-queue` to automatically create a queue and use it, if the queue name doesn't exist in the server.
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* Move `--gpus` and `--cpu-only` to worker args (used by `daemon`, `execute` and `build`).
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**Bug Fixes**
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* Fix init wizard, correctly display the input servers ([GitHub Issue #19](https://github.com/allegroai/trains-agent/issues/19)).
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* Improve docker host-mount support, use `TRAINS_AGENT_DOCKER_HOST_MOUNT` environment variable.
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* Support pip v20.1 local/http package reference in pip freeze.
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* Fix detached mode to correctly use cache folder slots.
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* Fix `CUDA_VISIBLE_DEVICES` should never be set to "all".
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* Do not monitor GPU when running with `--cpu-only`
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