allegroai/clearml v1.1.3

PyPI v1.1.3 - ClearML

on GitHub

Features

• Add support for MegEngine with examples (#455)
• Add TaskTypes to main namespace (#453)
• Add LogUnifomParameterRange for hyperparameter optimization with Optuna (#462)
• Add joblib (equivalent to scikit) to Task.init(auto_connect_frameworks) argument
• Log environment variables starting with * in environ_bind.py (#459)
• Pipeline
  • Add eager decorated pipeline execution
  • Support pipeline monitoring for scalers/models/artifacts
  • Add PipelineController.upload_model()
  • Add PipelineController.add_step(configuration_overrides) argument allowing to override Task configuration objects
  • Change PipelineController.start_locally() default run_pipeline_steps_locally=False
  • Add PipelineController.stop(mark_failed, mark_aborted) argguments
  • Add PipelineController.run_locally decorator
  • Add PipelineController.continue_on_fail property
  • Add PipelineController.__init__(abort_on_failure) argument
  • Add ClreamlJob state cache (refresh every second)
• Datasets
  • Add clearml-data multi-chunk support
  • Change clearml-data default chunk size to 512MB
  • Change Dataset.create() now automatically reverts to using current Task if no project/name provided
• Add Optimizer.get_top_experiments_id_metrics_pair() for top performing experiments
• Add support for setting default value to auto connected argparse arguments
• Add Task.get_script() and Task.set_script() for getting and setting task's script prioerties for execution
• Add Task.mark_completed() force and status_message arguments
• Add Task.stopped() reason argument
• Add Task.query_tasks(), Task.get_task() and Task.get_tasks() tags argument

Bug Fixes

• Fix PyJWT resiliency support
• Fix xgb train overload (#456)
• Fix http:// throws OSError in Windows by using pathlib2 instead of os (#463)
• Fix local diff should include staged commits, otherwise applying git diff fails (#457)
• Fix task.upload_artifact non-standard dictionary will now revert to pickle (#452)
• Fix S3BucketConfig.is_valid() for EC2 environments with use_credentials_chain (#478)
• Fix audio classifier example when training with a custom dataset (#484)
• Fix clearml-task diff was corrupted by Windows drive letter and separator (#483)
• Fix TQDM "line cleanup" not using CR but rather arrow-up escape sequence (#181)
• Fix task.connect(dict) value casting - if None is the default value, use backend stored type
• Fix Jupyter notebook should always set Task as completed/stopped, never failed (exceptions are caught in interactive session)
• Fix Pipeline support
  • Fix LocalClearmlJob setting failed status
  • Fix pipeline stopping all running steps
  • Fix nested pipeline component parent point to pipeline Task
  • Fix PipelineController.start() should not kill the process when done
  • Fix pipeline failing to create Step Task should cause the pipeline to be marked failed
  • Fix nested pipeline components missing pipeline tags
• Fix images reported over history size were not sent if frequency was too high
• Fix git detectors missing git repository without origin
• Fix support for upload LazyEvalWrapper artifacts
• Fix duplicate task dataset tags
• Fix FileLock create target folder
• Fix crash inside forked subprocess might leave SafeQueue in a locked state, causing task.close() to hang
• Fix PyTorch distributed example TimeoutSocket issue in Windows
• Fix broken Dataset.finalize()
• Fix Python 3.5 compatibility