• 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