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-22.12.0a221025.tar.gz (84.7 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.12.0a221025-py3-none-any.whl (84.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.12.0a221025.tar.gz.

File metadata

  • Download URL: dask-cuda-22.12.0a221025.tar.gz
  • Upload date:
  • Size: 84.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.13

File hashes

Hashes for dask-cuda-22.12.0a221025.tar.gz
Algorithm Hash digest
SHA256 8e087be64ed6a17039c0aba5298cea38fcef006097ec326a19a9d88f7f1fa4de
MD5 360e878907fdd25a704be45f9a4566b8
BLAKE2b-256 26edb54d6043e198e638ed5f93ca8e61e21319f3e0d1a3d093097fc11a3b2929

See more details on using hashes here.

File details

Details for the file dask_cuda-22.12.0a221025-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.12.0a221025-py3-none-any.whl
Algorithm Hash digest
SHA256 2af33de57a472dd54cdab19ba01aa68b53013204e83f87f3bb838d600add4a04
MD5 69b5e84c1970545aa292069eaae32d29
BLAKE2b-256 db614beaf129b24cf6be9565225138846a9e6ab4330baca6504f7c728b2961e5

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