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-22.10.0a221015.tar.gz (83.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a221015-py3-none-any.whl (81.4 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a221015.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a221015.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-22.10.0a221015.tar.gz
Algorithm Hash digest
SHA256 a64e05d62e9758d10c37526310a9ca037c9ce012ddc390bf8c5263d9512d1e2c
MD5 dbcdfbcb07309adea3060fab50190557
BLAKE2b-256 98ce54562bae05dae11ecfd162a28c1e8964f2c0571c3e9c31ca7509d9d7e701

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a221015-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a221015-py3-none-any.whl
Algorithm Hash digest
SHA256 c9e91c613a550cbb792cd5a5d500edbd3396571c547b1140df851027acf614d5
MD5 ecdfa6f049038c56bbb1f65c70e9b9aa
BLAKE2b-256 d1145b78ad6aeace134a9ed37c8f3271cbb3ce9874ac8bb23460b2fbafe00363

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