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Intel® Neural Compressor v1.14.1 Release
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@kevinintel kevinintel released this 01 Oct 02:46
· 1738 commits to master since this release
v1.14.1
0839847
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Learn about vigilant mode.
  • Bug Fixes
  • Productivity
  • Examples

Bug Fixes

  • Fix name matching issue of scale and zero-point in PyTorch (commit fd7a53)
  • Fix incorrect output quantization mode of MatMul + Relu fusion in TensorFlow (commit 9b5293)

Productivity

  • Support Onnx model with Python3.10 (commit 2faf0b)
  • Using TensorFlow create_file_writer API to support histogram of Tensorboard (commit f34852)

Examples

  • Add NAS notebooks (commit 5f0adf)
  • Add Bert mini 2:4, 1x4 and mixed examples with new Pruning API (commit a52074)
  • Add keras in, saved_model out resnet101, inception_v3, mobilenetv2, xception, resnetv2 examples (commit fdd40e)

Validated Configurations

  • Python 3.7, 3.8, 3.9, 3.10
  • Centos 8.3 & Ubuntu 18.04 & Win10
  • TensorFlow 2.9, 2.10
  • Intel TensorFlow 2.7, 2.8, 2.9
  • PyTorch 1.10.0+cpu, 1.11.0+cpu, 1.12.0+cpu
  • IPEX 1.10.0, 1.11.0, 1.12.0
  • MxNet 1.7, 1.9
  • ONNX Runtime 1.10, 1.11, 1.12
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