Skip to main content

Utilities for Dask and CUDA interactions

Project description

Dask CUDA

Various utilities to improve deployment and management of Dask workers on CUDA-enabled systems.

This library is experimental, and its API is subject to change at any time without notice.

Example

from dask_cuda import LocalCUDACluster
from dask.distributed import Client

cluster = LocalCUDACluster()
client = Client(cluster)

Documentation is available here.

What this is not

This library does not automatically convert your Dask code to run on GPUs.

It only helps with deployment and management of Dask workers in multi-GPU systems. Parallelizing GPU libraries like RAPIDS and CuPy with Dask is an ongoing effort. You may wish to read about this effort at blog.dask.org for more information. Additional information about Dask-CUDA can also be found in the docs.

Project details


Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distribution

dask_cuda-25.6.0-py3-none-any.whl (138.4 kB view details)

Uploaded Python 3

File details

Details for the file dask_cuda-25.6.0-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-25.6.0-py3-none-any.whl
  • Upload date:
  • Size: 138.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.10.18

File hashes

Hashes for dask_cuda-25.6.0-py3-none-any.whl
Algorithm Hash digest
SHA256 2ebf79bf8754b4954da1101fa3064e768ef24c0ccc8dd5fd5f31c4d48a48f815
MD5 a614a11c06919ed21e817ce1da583705
BLAKE2b-256 de9ef74d8902e983cb91b3f82cd9c40d79ec4e72f90d7ce4648b8be574e781d2

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page