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-0.13.0b200324.tar.gz (25.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.13.0b200324-py3-none-any.whl (35.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.13.0b200324.tar.gz.

File metadata

  • Download URL: dask-cuda-0.13.0b200324.tar.gz
  • Upload date:
  • Size: 25.1 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-0.13.0b200324.tar.gz
Algorithm Hash digest
SHA256 a19cef9a9f9b35fabf55927fc72eadefd44118ab6f871c6cfd76f3deef7c1969
MD5 053b622a1b1ebf4a661427237911b32f
BLAKE2b-256 da393b5e2c86c34f3005767d63a212bf703ee434061e157c1f40cc1ee058edb4

See more details on using hashes here.

File details

Details for the file dask_cuda-0.13.0b200324-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.13.0b200324-py3-none-any.whl
  • Upload date:
  • Size: 35.1 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-0.13.0b200324-py3-none-any.whl
Algorithm Hash digest
SHA256 6c929cb3c2db7da461e732b2bce9d68520c94ec2559b77ef7b1b6554580cc96d
MD5 2dd7fa7395912f673b13be701057eaeb
BLAKE2b-256 fd488539b7ab14fdf7618d25ad6fcfd02f773458188785b1097e62ba92d80af5

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