Date | Plan | Note | ||
---|---|---|---|---|
06/18 CST |
课程 1: 机器学习编译概述
[ slides | video | notes (中文) | notes (English) ] |
|||
06/25 CST |
课程 2: 张量程序抽象
[ slides | video | notes (中文) | notes (English) ] |
|||
07/02 CST |
课程 3: 张量程序抽象案例研究: TensorIR
[ ipynb | video | notes (中文) | notes (English) | exercise ] |
|||
07/09 CST |
课程 4: 端到端模型整合
[ ipynb | video | notes (中文) | notes (English) | assignment ] |
|||
07/16 CST |
课程 5: 自动化程序优化
[ ipynb | video | notes (中文) | notes (English) ] |
|||
07/23 CST | 本周无课程 | |||
07/30 CST |
课程 6: 与机器学习框架的整合
[ ipynb | video | notes (中文) | notes (English) ] |
|||
08/06 CST |
课程 7: GPU 硬件加速 1
[ ipynb | video | notes (中文) | notes (English) ] |
|||
08/13 CST |
课程 8: GPU 硬件加速 2
[ ipynb | video | notes (中文) | notes (English) | tutorial ] |
|||
08/20 CST |
课程 9: 计算图优化:算子融合和内存优化
[ ipynb | video | notes (中文) | notes (English) ] |
|||
08/27 CST | 本周无课程 | |||
09/03 CST |
课程 10: 课程总结和未来展望
[ slides | video ] |
|||