从哪里开始使用 TVM-VTA“多功能张量加速器”

Question

我对 pynq 板的 TVM-Vta 用法很陌生，我的团队正在开发一个项目，我们正在使用 pynq z2 板，所以如果有人可以帮助我从 vta 开始，因为 tvm 站点上的教程是对我来说有点不对，否则我可能会遗漏一些知识，所以如果有人能告诉我要学习什么（编程语言、参考文献、概念等），我将不胜感激，提前致谢

Answer 1

The TVM codebase has examples which show how tvm code is mapped to vta hardware. You can start off by looking at tvm/vta/tutorials/ folder. The vta_get_started.py has a good example of how tvm code is mapped to vta hardware. The TVM codebase has Python API so it is good to know Python. Also the VTA hardware is coded in chisel so it is good to learn chisel if you want to make changes to the VTA hardware.