allegroai/clearml 0.16.2

PyPI v0.16.2

on GitHub

Features

• Add Task.set_resource_monitor_iteration_timeout() to set ResourceMonitor iteration wait duration timeout #208
• Add PyTorch Lightning save/restore model binding #212
• Add git diff for repository submodule (requires git 2.14 or above)
• Add TrainsJob.is_completed() and TrainsJob.is_aborted()
• Add Task.logger property
• Add Pipeline Controller automation and example (see here)
• Add improved trace filtering capabilities in trains.debugging.trace.trace_trains()
• Add default help per argument (if not provided) in ArgParser binding
• Deprecate Task.reporter
• Update PyTorch example
• Remove warning on skipped auto-magic model logging #206
• Support Keras restructuring for Network, Model and Sequential
• Update autokeras requirements according to https://github.com/keras-team/autokeras#installation

Bug Fixes

• Fix joblib auto logging models failing on compressed streams #203
• Fix sending empty reports #205
• Fix scatter2d sub-sampling and rounding
• Fix plots reporting
  • NaN representation (matplotlib conversion)
  • Limit the number of digits in a plot to reduce plot size (using sdk.metrics.plot_max_num_digits configuration value)
• Fix Task.wait_for_status() to reload after it ends
• Fix thread wait Ctrl-C interrupt did not exit process
• Improve Windows support for installed packages analysis
• Fix auto model logging using relative path
• Fix Hyper-parameter Optimization example
• Fix Task.clone() when working with TrainsServer < 0.16.0
• Fix pandas artifact handling
  • Avoid adding unnamed:0 column
  • Return original pandas object
• Fix TrainsJob hyper-params overriding order was not guaranteed
• Fix ArgParse auto-connect to support default function type