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Five years ago no one had ever heard of Bajor or Deep Space Nine, and now, all our hopes rest here.

Experience Data Science on GPUs with RAPIDS

Like DS9, this will take several seasons, but the best is yet to come. This release and this blog focuses on one line from DS9 in particular:. These primitives are needed to convert source and destination edge columns from a Dask Dataframe into a graph format and enables PageRank to scale across multiple GPUs. Unlike previous PageRank benchmark runtime numbers that just measured the performance of the PageRank solver. The following figure looks just at the Bigdata dataset, 50 million vertices and 1.

The HiBench benchmark runtimes includes data reading, running PageRank, and then writing out the scores for all the vertices. Look forward to a blog in the near future detailing PageRank and benchmarks. Release 0. To really scale data science on GPUs, applications need to be accelerated end-to-end.

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FIL is a lightweight, GPU-accelerated engine that performs inference on tree-based models, including gradient-boosted decision trees and random forests. Building on the open-source Treelite package, the next version of FIL will add support for scikit-learn and cuML random forest models as well. A Goal is a Dream with a Deadline! About us. The Difference Alone we are strong, but together we are stronger. Telegram Twitter Discord Twitch Retrieved May 1, October 30, Archived from the original on April 27, CBS New York.

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