GPUS FOR DATA SCIENCE (RAPIDS)

GPUS FOR DATA SCIENCE (RAPIDS)

Sangmoon Lee, sml@

NVIDIA "THE AI COMPUTING COMPANY"

GPU Computing

Computer Graphics

Artificial Intelligence

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What is RAPIDS

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RAPIDS

Opens GPU for Data Science

RAPIDS is a set of open source libraries for GPU accelerating data preparation and machine learning. OSS website:

RAPIDS: Rapid Accelerate Platform Integrated for Data Science

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RAPIDS

GPU Accelerated End-to-End Data Science pipeline

rapids.ai

Data Preparation

cuDF

Analytics

cuML

Machine Learning

Model Training

cuGraph

Graph Analytics

Visualization

Deep Learning

cuXFilter

Visualization

In GPU Memory

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