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-23.2.0a230120.tar.gz (99.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.2.0a230120-py3-none-any.whl (122.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.2.0a230120.tar.gz.

File metadata

  • Download URL: dask-cuda-23.2.0a230120.tar.gz
  • Upload date:
  • Size: 99.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.11.1

File hashes

Hashes for dask-cuda-23.2.0a230120.tar.gz
Algorithm Hash digest
SHA256 f688eec181b4796bd906ff0048821db8d2bfda40c7ac4ab6d9b2101f314bbd12
MD5 155e2a005b5bc479b0c114e1da679f4d
BLAKE2b-256 37133c89e07969db0a442be5bc4862415943e064fd8be212bb2baa44ff0c7892

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-23.2.0a230120-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.2.0a230120-py3-none-any.whl
Algorithm Hash digest
SHA256 028b3360c014e945fb2d6e8294afb60d40f086fb1a5b392e58b0f01c0d5d0519
MD5 3028a08976ed1c3c581ebc22d8ba4127
BLAKE2b-256 cbdc1d0a62eedbf642dc940a586e95150a5d41556ab8515f14e986f37036e89b

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