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CUDA: multiplication matrix

Task

  1. Create algoritm for multiplication matrix with CUDA.

  2. Compare executable time between GPU (CUDA) and CPU.

  3. Reseach work for created algoritm for CUDA.

Uses

  1. Compile executable program

        make mm_cuda

  2. Run program

        ./mm_cuda

System configuration

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

Reseach

"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