19M18837 JI Cunyuan
This is the repository for "High Performance Computing" lecture of Tokyo Tech, Spring Semester 2020.
❗️)There seem to be an upper limit of 1024 threads for the bucket sort with cuda.
| Topic | Sample code | |
|---|---|---|
| Class 1 | Introduction to parallel programming | |
| Class 2 | Shared memory parallelization | 02_openmp ✅ |
| Class 3 | Distributed memory parallelization | 03_mpi ✅ |
| Class 4 | SIMD parallelization | 04_simd ✅ |
| Class 5 | GPU programming | 05_cuda,05_openacc ✅ |
| Class 6 | Parallel programing models | 06_starpu |
| Class 7 | Cache blocking | 07_cache_cpu,07_cache_gpu❓ |
| Class 8 | High Performance Python | 08_python |
| Class 9 | I/O libraries | 09_io ✅ |
| Class 10 | Parallel debugger | 10_debugger |
| Class 11 | Parallel profiler | 11_profiler |
| Class 12 | Containers | |
| Class 13 | Scientific computing | 13_pde |
| Class 14 | Deep Learning | 14_dl |