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-22.10.0a220830.tar.gz (82.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a220830-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a220830.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a220830.tar.gz
  • Upload date:
  • Size: 82.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.13

File hashes

Hashes for dask-cuda-22.10.0a220830.tar.gz
Algorithm Hash digest
SHA256 245a7863ecf0edc9f2fa592aa2a36ad3c7fc4b79356c89942790137df06e9ece
MD5 96f3d699b38ff15475b212e8e94f3912
BLAKE2b-256 1af85d69fb0871597034c9a333c99ea211b09a55c4f5d10ecf3b9afaad39e5fa

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a220830-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a220830-py3-none-any.whl
Algorithm Hash digest
SHA256 8461937d812e7748742a747b08a35e267ae1fea5aa44f8c356d15f34dd9beac5
MD5 b608d63d21c70445780967e7617290bd
BLAKE2b-256 e0981fea36d951497695d6c60395c267385206974efd7bee37b60ac14ad2923b

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