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-23.10.0a230901.tar.gz (99.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.10.0a230901-py3-none-any.whl (122.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.10.0a230901.tar.gz.

File metadata

  • Download URL: dask-cuda-23.10.0a230901.tar.gz
  • Upload date:
  • Size: 99.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.5

File hashes

Hashes for dask-cuda-23.10.0a230901.tar.gz
Algorithm Hash digest
SHA256 ae25774adf7a8592d8a5af981205031659393e9ce46588de85ebc57f5c1a29f2
MD5 c3230280c1b1a575768431d005f276ca
BLAKE2b-256 958feff624e45b3a23c0c869bc517512899d15d40a4aaf88ea19b3dad528a294

See more details on using hashes here.

File details

Details for the file dask_cuda-23.10.0a230901-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.10.0a230901-py3-none-any.whl
Algorithm Hash digest
SHA256 574130ad8d416121d73ea436025e0cc445827aa47ec302016937bc60cd794fc1
MD5 69524ebd07298ac2d51df5d532fb9f09
BLAKE2b-256 2fa29952b4ef8effc10ecd8846e79d88034ab41cdf9bb08219b652dbb5c4c2f8

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