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-22.4.0a220318.tar.gz (82.7 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.4.0a220318-py3-none-any.whl (81.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.4.0a220318.tar.gz.

File metadata

  • Download URL: dask-cuda-22.4.0a220318.tar.gz
  • Upload date:
  • Size: 82.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 pkginfo/1.8.2 readme-renderer/27.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.9 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.4.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10

File hashes

Hashes for dask-cuda-22.4.0a220318.tar.gz
Algorithm Hash digest
SHA256 50037a27f573bea72f8b27fd7608ab6bfad758ea2b1f793d3be32acab0ce7f20
MD5 6db93fe7fadb0fb701c1d02a6dd81e43
BLAKE2b-256 348475857bd6bc88871212bf8bec0b23a219ddff90dc7a98c7a78141fedad221

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.4.0a220318-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.4.0a220318-py3-none-any.whl
  • Upload date:
  • Size: 81.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 pkginfo/1.8.2 readme-renderer/27.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.9 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.4.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10

File hashes

Hashes for dask_cuda-22.4.0a220318-py3-none-any.whl
Algorithm Hash digest
SHA256 9857f7d9a4798a1dc27b5584442e6b45183be2213b4c87cf505cc0a478088162
MD5 ce8cfc0aa3511af94cfbd78a9e88b464
BLAKE2b-256 3ac4a70c806b78d1c3c2db42b0ae820b89d16f352f311e557aa2e4de7875e239

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