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-22.2.0a211225.tar.gz (83.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.2.0a211225-py3-none-any.whl (82.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.2.0a211225.tar.gz.

File metadata

  • Download URL: dask-cuda-22.2.0a211225.tar.gz
  • Upload date:
  • Size: 83.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-22.2.0a211225.tar.gz
Algorithm Hash digest
SHA256 bfd830ede5d54e88b44056c259fbfb6573a17b4fa6a89a6046f6299fcd18d2fe
MD5 b8071ab4319363e928da1dce2c89810c
BLAKE2b-256 5ac8d62e62933f8a7aa09a13c59c1bcfc9f49ed3e64999c4be43a1a3fdc889eb

See more details on using hashes here.

File details

Details for the file dask_cuda-22.2.0a211225-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.2.0a211225-py3-none-any.whl
  • Upload date:
  • Size: 82.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-22.2.0a211225-py3-none-any.whl
Algorithm Hash digest
SHA256 ffd8665eb27e2de7866e6c719cd30c28b8200d55c14449068928bb6403fcfb31
MD5 79e45c796071e5c0e30c282350959449
BLAKE2b-256 29da0313a6bac890099e8dcc5624f2ec348159a4164546e4714b462399a8f6c2

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