/Pandas_cuDF_Webinar

Primary LanguageJupyter NotebookMIT LicenseMIT

Using Rapids

These notebooks compare RAPIDS on GPU's to conventional Python tools on CPU's.

  1. cuDF compared to Pandas The movies notebook compares the cuDF API to the Pandas API. In many cases switching code from CPU to GPU is seamless. In other cases some adjustments are required. Click here to download the data.

  2. GPU compared to CPU The babynames notebook compares performance between a single GPU and a single CPU. All tests showed double digit performance improvements when run on a Tesla P4. Results will vary depending on the system environment. Click here to download the data.