Improvements for Papers100m single gpu and single node multi gpu examples (Cugraph, GATConv, better default hyperparams, eval on all ranks) #8173
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@rusty1s lmk if anything needed to merge |
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On it. |
rusty1s
approved these changes
Mar 27, 2024
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Introduces improvements to NVIDIA GPU examples:
GATin addition toGCN~45% test acc w/ latest hyperparams on 8 gpus
latest cugraph single node multigpu works but drops degree 0 nodes in neighborloading causing lower test accuracy. @alexbarghi-nv will fix in 24.04 RAPIDS release. in general i think once cugraph 24.02 is out we can merge this PR and the test accuracy will automatically go up when using cugraph once users upgrade to 24.04 cugraph or newer