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-22.4.0a220314.tar.gz (82.7 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.4.0a220314-py3-none-any.whl (81.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.4.0a220314.tar.gz.

File metadata

  • Download URL: dask-cuda-22.4.0a220314.tar.gz
  • Upload date:
  • Size: 82.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 pkginfo/1.8.2 readme-renderer/27.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/23.4.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.8.12

File hashes

Hashes for dask-cuda-22.4.0a220314.tar.gz
Algorithm Hash digest
SHA256 42b751ea19caf4ed9bd421c4b871a125e240fb5ca75f40dd18db06440d37f8de
MD5 563378d2c8e381b383dc868c08ec83fd
BLAKE2b-256 fa5e514d9dcf3d4d1d001258172129a91833a44e256b7b98ee2f14102097ab2a

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.4.0a220314-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.4.0a220314-py3-none-any.whl
  • Upload date:
  • Size: 81.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 pkginfo/1.8.2 readme-renderer/27.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/23.4.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.8.12

File hashes

Hashes for dask_cuda-22.4.0a220314-py3-none-any.whl
Algorithm Hash digest
SHA256 91fb7e1fb464093c14250b20c409dc2b1344078e8a4c9fd35e8636b2b566ec18
MD5 93b5ffe236df0f0b25d83539d92debba
BLAKE2b-256 7b68940621f6a11caf94f837fdf185e0cd13019a2ab98346b061fbbe26af87dd

See more details on using hashes here.

Provenance

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