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v0.4.0
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@chuanqi129 chuanqi129 released this 06 Dec 00:52
· 50 commits to master since this release
v0.4.0
1670662

This release has enabled easy-to-use “Intel® AI Quantization Tool for Tensoflow* Python Programming APIs” automating the quantization process and improve user experience, which support for Tensorflow 1.14.0 and 1.15.0 release.

New functionality:

  • Enable easy-to-use “Intel® AI Quantization Tool for Tensoflow* Python Programming APIs” automating the quantization process and improve user experience.

  • Add support using the Intel® AI Quantization Tool for Tensoflow* Python Programming APIs for the following models:

    • ResNet50

    • ResNet50 v1.5

    • SSD-MobileNet

    • SSD-ResNet34

  • Add the Intel® AI Quantization Tool for Tensoflow* quantization procedure document.

  • Add support for Tensorflow1.14.0

  • Add support for Tensorflow1.15.0.

  • Add support for Model Zoo for Intel® Architecture 1.4.

Bug fixes:

  • Enhance the fuse PAD op for ResNet50v1.5.

  • Fix the docker build.

  • Fix the bug for Wide & Deep.

  • Fix the bug for ResNet101.

  • Fix the pylint errors.

  • Fix the BUILD for graph_ transform.

  • Fix re-quantize fusion for non-perchannel.

  • Fix re-quantize op fusion to be more generic.

  • Fix per-channel quantization.

  • Fix excluded ops and nodes.

  • Fix the bugs for integration test.

  • Clean up unused files

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