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-21.12.0a211028.tar.gz (79.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.12.0a211028-py3-none-any.whl (78.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.12.0a211028.tar.gz.

File metadata

  • Download URL: dask-cuda-21.12.0a211028.tar.gz
  • Upload date:
  • Size: 79.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-21.12.0a211028.tar.gz
Algorithm Hash digest
SHA256 a0f621fe315e1bce56532bea95c8a34db039de10e466d44a0c3db9e3bf9eb103
MD5 4d2f5b27ffe4252ffc4f475ca66bf0dc
BLAKE2b-256 8dd8e7614c0f7c720bb1dbb74d303c34ac5d681a9c33cacd99dea1df571072dc

See more details on using hashes here.

File details

Details for the file dask_cuda-21.12.0a211028-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.12.0a211028-py3-none-any.whl
  • Upload date:
  • Size: 78.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-21.12.0a211028-py3-none-any.whl
Algorithm Hash digest
SHA256 2f7691e208b42adc7a9a24a9c731a75126d46bca525b5a70e775545ee958972b
MD5 8699a4d03d3d99691c1695f7c19aa26d
BLAKE2b-256 5105cc1324d2e19ce3d8c9cefa0b32100307808a57e0a929b92708e37eac0243

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