graphistry / pygraphistry

PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer

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[BUG] cuml umap OOM issue

tanmoyio opened this issue · comments

commented

maybe cucat , umap, & embed in gpu mode can do a basic OOM precheck , like a default-on exn/warning if expected to fail based on df byte size / number rows & edges vs nv stats?

after this release, our distro should start experimenting with the bigger-than-memory rmm modes (autospilling, autopaging, ...) but too early here