XSlim is an offline quantization tools based on PPQ
Project description
XSlim
XSlim是SpacemiT推出的PTQ量化工具，集成了已经调整好的适配芯片的量化策略，使用Json配置文件调用统一接口实现模型量化
Quick Start
- Env Setup
pip install -r requirements.txt
- Python
import xslim
demo_json = dict()
demo_json_path = "./demo_json.json"
# 使用字典的方式
xslim.quantize_onnx_model(demo_json)
# 使用json文件的方式
xslim.quantize_onnx_model(demo_json_path)
- Shell
python -m xslim --config ./demo_json.json
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