Skip to content

Latest commit

 

History

History
25 lines (17 loc) · 496 Bytes

README.md

File metadata and controls

25 lines (17 loc) · 496 Bytes

🐱 ncnn int8 模型量化评估

ncnn

mmdeploy


Schedule

Week1

  • 编译ncnn
  • 学习naive conv的实现

Week2

  • 阅读量化论文
  • 学习ncnn-int8的量化方案
  • 学习ncnn-int8的conv实现

Week3

  • 利用mmdeploy将resnet18转换并量化至ncnn-int8
  • 理解tools/deploy.py的工作流程

Week4:

  • 评估 mmpose-Hourglass (onnx, ncnn, ncnn-int8, trt)