v0.16.0

IMPORTANT: upgrading to this version requires manual data migration

Features

• Add experiment hyperparameter grouping
  • HYPER PARAMETERS tab renamed to CONFIGURATIONS
  • CONFIGURATIONS tab contains the sections USER PROPERTIES, HYPER PARAMETERS, CONFIGURATION OBJECTS
  • Add user properties group. Key-value pairs always editable (USER PROPERTIES section)
  • Add command line options group - argparse and older experiments parameters (CONFIGURATIONS/HYPER PARAMETERS/Args)
  • Add TensorFlow definitions group (CONFIGURATIONS/HYPER PARAMETERS/TF_DEFINE)
  • Add environment variables group (CONFIGURATIONS/HYPER PARAMETERS/Environment)
• Improve experiment model configuration
  • Model design is in the ARTIFACTS tab
  • Experiment model description is in the CONFIGURATIONS OBJECTS section in the CONFIGURATIONS tab
• Improve experiment comparison
  • In hyperparameter parallel coordinate comparison, hover over an experiment name to highlight it on plot clearml/clearml#53
  • Remove fields providing no additional information from comparison
• Improve the model framework filter. Filter contains only frameworks used by models in the project
• Add support for text debug samples in the DEBUG SAMPLES section in the RESULTS tab
• Add legend on/off toggle control for every plot
• Add clear button for text areas #42
• Reinstate the bottom bar Archive button
• Add Trains community links to left bar
• Add Hi-DPI display support
• Add debug.ping endpoint for simple health monitoring
• Add support for field exclusion in *.get_all endpoints
• Move to ElasticSearch 7. Requires manual data migration

Bug Fixes

• Auto-fit column width on column resize double click
• Allow top-bar search if fewer than three characters are entered and Enter is pressed

Docker image can be found here:

docker pull allegroai/trains:0.16.0