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How does this compare to duckdb/polars? I wonder if GPU based compute engine is a good idea. GPU memory is expensive and limited. The bandwidth between GPU and
by mgt19937 2y ago
How does this compare to duckdb/polars? I wonder if GPU based compute engine is a good idea. GPU memory is expensive and limited. The bandwidth between GPU and main memory isn't very much either.
- pbib 2y agoThe same group (Nvidia/Rapids) is working on a similar project but with Polars API compatibility instead of Pandas. It seems to be quite far from completion, though. See discussion: https://news.ycombinator.com/item?id=39930846 https://news.ycombinator.com/item?id=39930846
- davidthewatson 2y agoThanks for the heads up. This is amazing. I've been watching cuda since it's introduction and Polars since I had an intern porting our Pandas code there a couple years ago but I had no idea Polars would go this far, this fast!