Skip to content

Intel® Neural Compressor v1.7.1 Release
Compare
Choose a tag to compare
@ftian1 ftian1 released this 24 Oct 23:35
· 2416 commits to master since this release
v1.7.1
b5a84e7

Intel® Neural Compressor(formerly known as Intel® Low Precision Optimization Tool) v1.7 release is featured by:

Features

  • Acceleration library
    • Support unified buffer memory allocation policy

Ecosystem

  • Upstreamed INC quantized models (alexnet/caffenet/googlenet/squeezenet) to ONNX Model Zoo

Documentation

  • Performance and accuracy data update

Validated Configurations

  • Python 3.6 & 3.7 & 3.8 & 3.9
  • Centos 8.3 & Ubuntu 18.04
  • TensorFlow 2.6.0
  • Intel TensorFlow 2.4.0, 2.5.0 and 1.15.0 UP3
  • PyTorch 1.8.0+cpu, 1.9.0+cpu, IPEX 1.8.0
  • MxNet 1.6.0, 1.7.0, 1.8.0
  • ONNX Runtime 1.6.0, 1.7.0, 1.8.0

Distribution:

  Channel Links Install Command
Source Github https://github.com/intel/neural-compressor.git $ git clone https://github.com/intel/neural-compressor.git
Binary Pip https://pypi.org/project/neural-compressor $ pip install neural-compressor
Binary Conda https://anaconda.org/intel/neural-compressor $ conda install neural-compressor -c conda-forge -c intel

Contact:

Please feel free to contact INC Maintainers, if you get any questions.

Assets 2
Loading