GPU & Dask Acceleration

Dash Enterprise > Enterprise AI Features > GPU & Dask Acceleration

Dash Enterprise puts Python's most popular HPC stack in the hands of business users.

Over the past 2 years, Dask and NVIDIA Rapids have changed the Python HPC landscape. Heavy, expensive Spark clusters are no longer necessary for terabyte-scale work in Python.

Dash Enterprise ships with turnkey support for horizontally scalable Dask clusters and GPU computing. Scroll below to see a few demos.

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Rapids for GPU computing
Dask for CPU Parallelization


cuDF is NVIDIA's Pandas-like library for running dataframe computations in GPU memory.

Dash Enterprise ships with out-of-the-box support for cuDF - either on a single VM with a GPU card or distributed with Dash Enterprise Kubernetes.

This Dash app uses cuDF to explore 146 million rows in real-time.

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