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Last time I’ve used it, Dask was a lot worse than simple manual batching.

This is huge, this was my only gripe with cudf!

I did a conversion of 500GB of data using dask_cudf on a GTX 1060 with 6GB of VRAM and was able to do it faster than a 20 node m3.xlarge Cluster.

What you can do on even consumer GPU's is mind blowing.

How does it perform when it comes to plotting these large data points? Can I use matplotlib?