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)

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-23.10.0a230817.tar.gz (98.6 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.10.0a230817-py3-none-any.whl (122.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.10.0a230817.tar.gz.

File metadata

  • Download URL: dask-cuda-23.10.0a230817.tar.gz
  • Upload date:
  • Size: 98.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.4

File hashes

Hashes for dask-cuda-23.10.0a230817.tar.gz
Algorithm Hash digest
SHA256 6709dd08d79d455c7eb47212bd1cfeb84eb48d3a8ec4d15c9b9f8c91473da0fb
MD5 fe31ce2c8d817dee41377f6c36c2b54f
BLAKE2b-256 f623c4922c808ced89143bb2403d7c205a68c8ad1070feff3aa6b993360f497c

See more details on using hashes here.

File details

Details for the file dask_cuda-23.10.0a230817-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.10.0a230817-py3-none-any.whl
Algorithm Hash digest
SHA256 1ec7642e5d4272f1a1fa1f196306efb2781f7aadaa52a87f2a02a2ea0aa0a56c
MD5 4bb39054776cf6a33f2fdc1632e6d304
BLAKE2b-256 240e1a13a022b4b9270559b4ee08822c77c6062c47f2e96900707506b043d2a1

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