Resources on migrating workflows from CPU to GPU

NREL / HPC

A collection of various resources, examples, and executables for the general NREL HPC user community's benefit. Use the following website for accessing documentation.

https://nrel.github.io/HPC/

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Resources on migrating workflows from CPU to GPU #632

Open yandthj opened 1 month ago

yandthj commented 1 month ago

General conceptual considerations for migrating workflows from CPU to GPU Some ideas from Matt:

Is data/algorithm suited for GPU computation
cost of copying data from CPU to GPU
tensorflow or pytorch example
jit compilation with numba

mselensky commented 1 month ago

Adding notes for myself, current outline idea: