3min chapter

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E74 Linear Algebra with David Pham

ClojureStream Podcast

CHAPTER

The Difference Between CPU and GPU in Python?

The real question is, we now have a CPU and a GPU. And there should be an advantage to useGPU. The reason is because the data transfer between GPUs and CPUs is actually a big penalty in terms of performance. You need to make this trade off between okay, the price that you will pay to just transfer the data between your CPU and NVIDIA is worse. But since you are doing almost native code on the CPU, you get an incredible speed up. It's much faster to use WASM as to use Web.jl.

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