/nncf_timm

NNCF scaling proposal based on the PyTorch Timm project

Primary LanguagePython

NNCF scaling proposal based on the PyTorch Timm project

This is just an experimental project that shows the results of applying NNCF quantization to a subset of models from Timm.

Installation

  • Clone this repo
  • Install dependencies
    • pip install -r requirements.txt
    • Clone OpenVINO Model Analyzer in the working directory.

Running the script

  • Just execute the script with the parameter that specifies a directory where the output models will be bumped:
nncf_timm.py ./models
  • See the reults in the log.txt file or in console log