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-22.8.0a220619.tar.gz (82.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.8.0a220619-py3-none-any.whl (81.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.8.0a220619.tar.gz.

File metadata

  • Download URL: dask-cuda-22.8.0a220619.tar.gz
  • Upload date:
  • Size: 82.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.10

File hashes

Hashes for dask-cuda-22.8.0a220619.tar.gz
Algorithm Hash digest
SHA256 1af12a57bdc393574a9ec2190fb0f7d5fadff25a9b3497d93a5614ddd201e8f0
MD5 2540da27ac840f3ad726011bc63b66a2
BLAKE2b-256 426fee09fe010fb8039c1171ea7731333f57691cc7a162a0b72bdbb3c14ac2ae

See more details on using hashes here.

File details

Details for the file dask_cuda-22.8.0a220619-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.8.0a220619-py3-none-any.whl
Algorithm Hash digest
SHA256 b8871789939c20b9d427e4dfc4feabbbdb0e585d07e1379d0fad41c273af5ff5
MD5 c9a0cc1b6f3b3c3a6d56e46c1199581b
BLAKE2b-256 b49e425b226ff6a0e964f7874f04cee2b7bb8fc0221a9699a97e1c03eb342b14

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