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PyPI v0.16.2
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@clearml-bot clearml-bot released this 04 Oct 15:03
· 1661 commits to master since this release
0.16.2
f8ba049

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
Assets 3
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