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-22.6.0a220528.tar.gz (82.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.6.0a220528-py3-none-any.whl (81.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.6.0a220528.tar.gz.

File metadata

  • Download URL: dask-cuda-22.6.0a220528.tar.gz
  • Upload date:
  • Size: 82.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 CPython/3.8.10

File hashes

Hashes for dask-cuda-22.6.0a220528.tar.gz
Algorithm Hash digest
SHA256 5cd5c99717a070d3ab23336a1aa095952c8b7d2e1968351f3a6d8d23d7c7f0ac
MD5 0727f222afd68645f07fa3da60953784
BLAKE2b-256 5af83a8a3e3e9f05fb043e109ea53059746cc2426227673c5c1cf1f1eba8425a

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.6.0a220528-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.6.0a220528-py3-none-any.whl
Algorithm Hash digest
SHA256 04d1459d57fdf7ebcb22b52b6cc5fa6345078a676093e0765d591ac095695e90
MD5 433f6b7dc9b5f99297423b6fd8d256de
BLAKE2b-256 8e219bc91d36a65e0fdc8ccb967dcfb27a52c7643d0aaf530192ac8f9203b284

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