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Release v0.10.0-rc0

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@avijit-nervana avijit-nervana released this 02 Jan 20:32
· 143 commits to master since this release
v0.10.0-rc0
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Major changes and bug fixes

  • Fixed ResNet50 training slowness
  • Fixed compilation issues on Mac - now Mac build works
  • Expanded the unit test coverage
    • Now running Resnet50 training and inference tests from test_ngtf.py
  • Enhanced the build_ngtf.py to support the following options:
    • --verbose_build
    • --target_archtecture
    • --use_prebuilt_binaries
  • Fixed a race condition that would hang execution when an execution thread throws exception
  • Added code to capture the nGraph serialized graphs automatically when a backend call fails

Known issues

  • SSD-VGG16 and Wide and Deep inference is not working due to some changes in the CPU backend.
  • RFCN and few other inference models are running slowly due to some changes in the CPU backend.

Dependency information

TensorFlow v1.12.0
nGraph v0.12.0-rc.0

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