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Also, 32GiB benchmarking is required to determine the performance difference of gpu and gpu2 before moving further. See small GPU example graph in PR mentioned above. RAM usage and wall clock time considerations are also important to measure and optimize.
Acceptance criteria
Investigate if RAM usage can be improved with mmap or unnecessary threading can be simplified as noted (i.e. removal of unnecessary spawn).
Description
There are improvements noted in the PR #1422
Also, 32GiB benchmarking is required to determine the performance difference of
gpu
andgpu2
before moving further. See small GPU example graph in PR mentioned above. RAM usage and wall clock time considerations are also important to measure and optimize.Acceptance criteria
Investigate if RAM usage can be improved with mmap or unnecessary threading can be simplified as noted (i.e. removal of unnecessary spawn).
Risks + pitfalls
Where to begin
#1422
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