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)

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..

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-0.13.0b200308.tar.gz (26.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.13.0b200308-py3-none-any.whl (35.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.13.0b200308.tar.gz.

File metadata

  • Download URL: dask-cuda-0.13.0b200308.tar.gz
  • Upload date:
  • Size: 26.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/45.2.0.post20200209 requests-toolbelt/0.9.1 tqdm/4.43.0 CPython/3.6.10

File hashes

Hashes for dask-cuda-0.13.0b200308.tar.gz
Algorithm Hash digest
SHA256 9abfe73e71c45424e86c13d050e35779b51c3dea72d0dc880fce52f14b6485bf
MD5 23d65b531028b16c0929b5935bb1b8a2
BLAKE2b-256 9cffda99826274e93257d07d9bb8daae73b15d6ff1547390737d7ac8e8b48b41

See more details on using hashes here.

File details

Details for the file dask_cuda-0.13.0b200308-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.13.0b200308-py3-none-any.whl
  • Upload date:
  • Size: 35.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/45.2.0.post20200209 requests-toolbelt/0.9.1 tqdm/4.43.0 CPython/3.6.10

File hashes

Hashes for dask_cuda-0.13.0b200308-py3-none-any.whl
Algorithm Hash digest
SHA256 685839d04f3ceeec3c48488fba4c4bf0921a9292562e21b64c85765526eeb0ed
MD5 dfdc08b76802a632452d11d0e0af21f4
BLAKE2b-256 11def3291cf2528019f902727e7365540699bf517611fc3cb8604fd17ecc7947

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