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First version of developer overview #537
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This is a really great and important initiative! This is great work and something that we can continue to build on and adding to in the future. Thanks for putting this together, @senior-zero!
I only have a few minor suggestions.
In general, I was wondering if we want to agree and communicate some fundamental contractual details. E.g., that Device-scope algorithms do not synchronise the host with the device (cudaSyncrhonize or cudaStreamSynchronize).
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Thanks for sharing this document, @senior-zero! I have a small handful of comments. I learned a lot from reading this!
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Co-authored-by: Jake Hemstad <jhemstad@nvidia.com> Co-authored-by: Bradley Dice <bdice@bradleydice.com> Co-authored-by: Elias Stehle <3958403+elstehle@users.noreply.github.com>
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This PR briefly explains the current CUB design. The document is intended to help contributors. Coming PTX dispatch changes will lead to changes in this document. Having a diff of design overview will ease the transition period (still having a few PRs in flight that apply existing dispatch logic).