Benchmarking Quantization on Intel CPU

Application
22

do you mean the model I used?

It is my own Mobilenet SSD based on GluonCV. I have merged the Batch Normal into Convolution mannually (verified, this step is correct), and use MultiBoxPrior and MulbitBoxDetection instead of original implementation of SSD detector head part.

The configs of script in my case:

  • replace args.target = 'llvm' to args.target='llvm -mcpu=core-avx2'
  • use my own .rec dataset, and generate the dataloader object named eval_data in my above picture.