How Fast GPU Computation Can Be
A comparison of matrix arithmetic calculation in CPU and GPU with Python and PyTorch
Published in
4 min readSep 27, 2022
How fast do GPU computation gains compare with CPU? In this article, I am going to test it out using Python and PyTorch Linear Transform functions.
Here are some of my test machine specs:
- CPU: Intel i7 6700k (4c/8t)
- GPU: RTX 3070 TI (6,144 CUDA cores and 192 Tensor cores)
- RAM: 32G
- OS: Windows 10
