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-23.12.0a230923.tar.gz (99.3 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.12.0a230923-py3-none-any.whl (122.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.12.0a230923.tar.gz.

File metadata

  • Download URL: dask-cuda-23.12.0a230923.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-23.12.0a230923.tar.gz
Algorithm Hash digest
SHA256 47352a41f36174d8a5f22ace0d2465f4666be8457262fd9736b96b06ff0cab84
MD5 f818bb969d9524e82949c954bcc1862d
BLAKE2b-256 654121d9be0f5153184a9bd769c7b02700df6c142bb6d88dab4118b72d01488a

See more details on using hashes here.

File details

Details for the file dask_cuda-23.12.0a230923-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.12.0a230923-py3-none-any.whl
Algorithm Hash digest
SHA256 b6689c943b592b84672086c9d7741bf23babb65a618a8eb5fc6bf4b76e07eef3
MD5 0868c154866f0389289508cafeb63c90
BLAKE2b-256 5b40ae2788caafb7f3f7b39afbe266e9662bd818f363993515daaa27dfaaed6d

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