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-0.13.0b200306.tar.gz (26.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.13.0b200306-py3-none-any.whl (35.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.13.0b200306.tar.gz.

File metadata

  • Download URL: dask-cuda-0.13.0b200306.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/3.7.6

File hashes

Hashes for dask-cuda-0.13.0b200306.tar.gz
Algorithm Hash digest
SHA256 94563939dbec5fd57f1ab680db8bbe4e65252110eca6592a086c09384e1e1d55
MD5 530e065fd83f63e307109b259a8a49a5
BLAKE2b-256 29769d109a3676b8d675f28a558f7129d78e7d20260a37818e8a6acadff0687e

See more details on using hashes here.

File details

Details for the file dask_cuda-0.13.0b200306-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.13.0b200306-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/3.7.6

File hashes

Hashes for dask_cuda-0.13.0b200306-py3-none-any.whl
Algorithm Hash digest
SHA256 5229ce73127dee03fe91fd56a185f454af2cb8a1f9686e6d1340ac503f968261
MD5 add99869cef907be66e5613320bb9c68
BLAKE2b-256 fede27ee658ee07fc157d26f1d7345856abc3a1d8c9dcaf45e32880593409f48

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