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@allegroai-git allegroai-git released this 01 Jun 16:58
· 1776 commits to master since this release
0.15.0
00e56fa

Features

  • Add automation support including hyper-parameters optimization (see example here)
  • Task.init() auto_connect_arg_parser argument can accept a dictionary disabling specific keys from the argparser (Trains Slack channel thread)
  • Allow worker_id override using TRAINS_WORKER_NAME environment variable (Trains Slack channel thread)
  • Support layout configuration for plotly objects using extra_layout argument in all Logger reporting methods #136
  • Add Task.execute_remotely() to allow cloning and enqueuing a locally executed task (or stopping and re-enqueuing a remotely executed task) #128
  • Add Parquet framework and model type
  • Support recursive model folder packaging
  • Add Task.get_reported_console_output() and Task.get_reported_scalars() to allow retrieval of reported reported output and scalar metrics
  • Add Task.add_requirements() to force requirement package into "installed packages"
  • Improve task reuse responsiveness
  • Add raise_on_error (default False) argument to Model.get_local_copy() and Artifact.get_local_copy() allegroai/clearml-agent#17
  • Support Task.get_task() without project name (i.e. all projects)
  • Support using the file calling Task.init() as the task's script in case sys.argv doesn't point to a git repository
  • Support detecting and remotely executing code running from a module (i.e. -m module)
  • Add callback for framework save/load binding for better integration with pytorch/ignite pytorch/ignite#1056
  • Support new task types provided in Trains Server v0.15.0
  • Add automation and distributed examples
  • Upgrade default pip version to <20.2

Bug Fixes

  • Fix exact_match_regex() in case of empty pattern #138
  • Address deprecation warning and newer attrs versions in MetricsEventAdapter #134
  • Fix issues with plotly support (Trains Slack channel thread and thread)
  • Fix default argument behavior to match argparse behavior
  • Fix OutputModel with task=None should use current task, if exists
  • Fix Task.get_task() to raise proper error on incorrect task_id
  • Fix Task.enqueue() to use an exact queue name match
  • Fix NaN, Inf and -Inf values display in reported table (not supported by JSON)
  • Limit max requirement size to 0.5MB
  • Fix issues with repository analysis
  • Fix StorageManager should only try to extract .zip files, Model should not auto extract package allegroai/clearml-agent#17
Assets 3