Comparison of sampler built in this project and cupy

Question

Comparison of sampler built in this project and cupy

Closed this issue a year ago · 3 comments

I found that the sampler part in this project is similar to cupy(cuda version of numpy). So what the difference between them? Does this pydpm sampler faster? btw, appreciate for your contribution in DTM

chaojiewang94 commented a year ago

solved

Answer 1 · 2023-01-31T03:59:24.000Z

CuPy is the parallel version for numpy based on CUDA. so the essence of CuPy and our sampler are similar. but there are some differences between them. Distribution sampler built in our project is easier to install, and thanks for the special optimization, this sampler is faster than CuPy. The more detailed comparison between them whill be released soon. stay tuned for this.

Answer 2 · 2023-02-17T11:12:23.000Z

Comparison between them was updated in readme