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-23.2.0a230203.tar.gz (100.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.2.0a230203-py3-none-any.whl (123.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.2.0a230203.tar.gz.

File metadata

  • Download URL: dask-cuda-23.2.0a230203.tar.gz
  • Upload date:
  • Size: 100.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.11.1

File hashes

Hashes for dask-cuda-23.2.0a230203.tar.gz
Algorithm Hash digest
SHA256 4863d53ff08397a65c285458199234b5b6a44785c8d47272cc5ce3e35698c146
MD5 f4597a483679955322c5bea2711911f3
BLAKE2b-256 058da180f22a528e7b3e44f7d42a3b52fafa454186a144f9f6ec6eb5d6ce55c8

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-23.2.0a230203-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.2.0a230203-py3-none-any.whl
Algorithm Hash digest
SHA256 1b7a33471b67287667d23b7522c7a9397fc3f60503c04f1ed63531668c3d132b
MD5 95978ccda90106c4ca9e9eb9199587f1
BLAKE2b-256 3b7bbca8e3d5fc5dba84644c2735c85646960a9dc6aeffe77066b8bc7f081d57

See more details on using hashes here.

Provenance

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