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-22.10.0a221008.tar.gz (83.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a221008-py3-none-any.whl (81.4 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a221008.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a221008.tar.gz
  • Upload date:
  • Size: 83.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.13

File hashes

Hashes for dask-cuda-22.10.0a221008.tar.gz
Algorithm Hash digest
SHA256 26ef2fe05eaf4bbcce6a6d9be1ecf5f94f4a0b0861d51257e4e466cc26093c80
MD5 46dd3894418ac7aafe1c830cb33919ba
BLAKE2b-256 5c690f3647bf0acdd793e3309988dfecced979fb9cfbaca9216476768a564413

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a221008-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a221008-py3-none-any.whl
Algorithm Hash digest
SHA256 c3bd6c98b2b4c3a37429ff99acab4e20dab20b59715e3a40d867e62ab494b6cf
MD5 d8baad338aaf73f5a2d62aed279a00a8
BLAKE2b-256 acebc0c9e217405d47115f09a2b7da001ea44ae1305b5d820fe046b4434b1b03

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