-
Create algoritm for multiplication matrix with CUDA.
-
Compare executable time between GPU (CUDA) and CPU.
-
Reseach work for created algoritm for CUDA.
-
Compile executable program
make mm_cuda -
Run program
./mm_cuda
| Name | Values |
|---|---|
| CPU | Intel® Core™ i7-8750H CPU @ 2.20GHz (Turbo Boost 4.10 GHz) × 12 |
| RAM | 16 GB DDR4 |
| GPU | GeForce GTX 1060 with Max-Q Design/PCIe/SSE2 |
| OS type | 64-bit |
"SIZE" is mean size of multiplier size. "CPU" is mean time for ijk-algoritm. "CUDA" is mean time for created algoritm for GPU. All time is average time in seconds. Multipliers have float type for elements.
| SIZE | CPU | CUDA |
|---|---|---|
| 128x128 | 0.026391000 | 0.000690112 |
| 256x256 | 0.109841000 | 0.003494624 |
| 512x512 | 0.846972000 | 0.024500128 |
| 1024x1024 | 7.995466000 | 0.181961700 |
| 2048x2048 | 160.313562000 | 1.194571257 |