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webinar-shakudo's Introduction

Accelerate GIS data processing by up to 10000x.

This presentation was given on 16Dec2021. It shows how to switch from Pandas to cuDF.

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.

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