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 Distribution

dask-cuda-23.12.0a230925.tar.gz (99.3 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.12.0a230925-py3-none-any.whl (122.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.12.0a230925.tar.gz.

File metadata

  • Download URL: dask-cuda-23.12.0a230925.tar.gz
  • Upload date:
  • Size: 99.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.5

File hashes

Hashes for dask-cuda-23.12.0a230925.tar.gz
Algorithm Hash digest
SHA256 a61fd011d96d1379b2b7a7fcf731212542ac412f2a644da05cdf88f69cadcab3
MD5 e8e80cc6221a481671b6d67e3dcf9140
BLAKE2b-256 c9cc5eecc3720323183028bf0a372b69ad06296f7578f81a17425ad422f1a6e0

See more details on using hashes here.

File details

Details for the file dask_cuda-23.12.0a230925-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.12.0a230925-py3-none-any.whl
Algorithm Hash digest
SHA256 942de5df061f3365b6798fedf9f3b9a77964c25e559585cc2d1615def59b9e56
MD5 b2c31b4e7c02ea6a5b01e55a75a1e315
BLAKE2b-256 47642cbf0e6e0582d2d102852daf86d9a1536fb7ed18f89b647992a9d15a261e

See more details on using hashes here.

Supported by

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