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DIGITS 5.0 RC

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@lukeyeager lukeyeager released this 15 Oct 00:12
· 258 commits to master since this release
v5.0.0-rc.1
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lukeyeager Luke Yeager
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Learn about vigilant mode.
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lukeyeager Luke Yeager
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Learn about vigilant mode.

279 commits since v4.0.0

New Features

  • Import pretrained models from a model "store" (#896, #1077, #1161)
  • Support for image segmentation workflows (#830, #961, #1131)
  • Online data augmentation with Torch (#777)
  • Show CPU and system memory utilization during training (#800)
  • Improved bounding-box visualizations for object detection models (#869)
  • Create groups of jobs for easier display on the home page (#734)
  • Reuse data extensions for inference (#1024)
  • Support for plugin extensions (#1093, #927, #947)
  • Add documentation for the REST API (#964)

Changes

  • Use environment variables for configuration instead of a file (#1091)
  • Remove digits-server and dependency on gunicorn (#1127)
  • digits-devserver is now just a small shell script instead of a Python script (#1121)
  • New design for Torch multi-GPU training (#828)
  • Add Ubuntu 16.04 support by updating dependency versions (#965)
  • Allow testing of only Caffe or only Torch with the testsuite (#1143)
  • Return more info when downloading a model tarball or json (#891)

Bugfixes

  • Fix bug with Torch and CUDA_VISIBLE_DEVICES (#1130)
  • Fix issues with browsers returning incorrectly cached css and js files (#904)

Known Issues

  • Training goes on longer than required when using batch accumulation (#1240)
Assets 2