Skip to main content

Utilities for Dask and CUDA interactions

Project description

RTD

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-23.2.0a230105.tar.gz (97.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.2.0a230105-py3-none-any.whl (121.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.2.0a230105.tar.gz.

File metadata

  • Download URL: dask-cuda-23.2.0a230105.tar.gz
  • Upload date:
  • Size: 97.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.11.1

File hashes

Hashes for dask-cuda-23.2.0a230105.tar.gz
Algorithm Hash digest
SHA256 dde98598e6ecf15134d163babcebfcf83a3c56952ec31cf0c63cb7e1f306bca0
MD5 09c32404e26db4f3b48ae8a91f7b8401
BLAKE2b-256 ec750b2a398271632b803274d48b3733271560458b04788a234fe0edfedae72f

See more details on using hashes here.

File details

Details for the file dask_cuda-23.2.0a230105-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.2.0a230105-py3-none-any.whl
Algorithm Hash digest
SHA256 24b77ec37f85ad08eaad555cc883dc00613b27f19c58c830445525f941e7e19d
MD5 81101da9ed01b874d3608058e488508e
BLAKE2b-256 e0faaf7c22145235281334a584d83ef93d861106f61525a1fa9971e063bc68be

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