[QST]: Enable discussion tab on github repo? / nx-cugraph vs. cugraph benchmark #4273
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What is your question?
Is there any interest in opening the discussion tab up in this repo? (https://docs.github.com/en/discussions/quickstart)
I find discussion a good place to host user questions that may not be suited for a traditional issue (bug or feature request).
If the discussion tab opens up i'll be happy to move this over and close this issue.
I watched the GTC talk by @MridulS and @rlratzel (https://register.nvidia.com/flow/nvidia/gtcs24/attendeeportaldigital/page/sessioncatalog?search=S61674&tab.allsessions=1700692987788001F1cG ; very cool talk, thanks a lot!)
On the benchmark slide (slide 16 in the provided slides) there were three rows: NetworkX, NetworkX + nx-cugraph (cold) and NetworkX + nx-cugraph. I was curious and also wanted to know what is the speed of pure cugraph i.e. what's the upper limit and what's the conversion costs to the NetworkX API. I'm think more along the lines of the cudf.pandas profiling to identify when dispatching happens to the CPU.
I create a colab notebook which you can find here where I timed
betweenness_centrality
for NetworkX, NetworkX + nx-cugraph (cold), NetworkX + nx-cugraph (warm) and cugraph. If interested you can find the results below:Code of Conduct
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