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Release 1.5.0
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@chuanqi129 chuanqi129 released this 08 Jan 16:43
v1.5.0
5265de4

New functionality:

  • Support Intel® Optimized TensorFlow v1.15.0 (most models are also compatible with Intel® Optimized TensorFlow v1.14.0)

  • Add the management of pre-trained models with version control and update some INT8 pre-trained models

  • Enable the inference accuracy and performance of Faster-RCNN & R-FCN with Python3

  • Add training mode support for the following models:
    ** GNMT
    ** SSD-ResNet34
    ** Wide&Deep_Large_Dataset

  • Enhance bare metal benchmark support

  • Update Wide&Deep_large_Dataset with large feature column optimization

Bug fixes:

  • Fix the inceptionv3, resnet101, resnet50, resnetv1.5 to run in TF1.14
  • Fix python dependency requirements for SSD-ResNet34, Faster-RCNN, and R-FCN
  • Fix MTCC bare metal test issues
  • Fix GNMT FP32 inference issues
  • Fix Mask-RCNN inference issues
  • Fix some code format check issues
  • Fix some security issues found by bandit scan
  • Correct TensorFlow session config for MobileNet-v1 benchmark
  • Fix Pillow version

Other changes:

  • Change the FP32 performance test of RFCN and Faster-RCNN from checkpoint to PB
  • Remove TensorFlow Server partial support
  • Remove models that were failing because of TensorFlow API changes
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