Skip to main content

Utilities for Dask and CUDA interactions

Project description

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)

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..

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-0.13.0a200204.tar.gz (25.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.13.0a200204-py3-none-any.whl (34.4 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.13.0a200204.tar.gz.

File metadata

  • Download URL: dask-cuda-0.13.0a200204.tar.gz
  • Upload date:
  • Size: 25.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/45.1.0.post20200119 requests-toolbelt/0.9.1 tqdm/4.42.0 CPython/3.6.7

File hashes

Hashes for dask-cuda-0.13.0a200204.tar.gz
Algorithm Hash digest
SHA256 b3b6c320ca274e8172cb7c6b8ef60e8b9b93e94fd5cc5f9afc16c350e959a43d
MD5 9dc54798a8be8fa0920dd85cc636caa7
BLAKE2b-256 4515ed0a400b3fcc7bee6e9f81dd4d18168556b14e1cad5a7b520527f83391fb

See more details on using hashes here.

File details

Details for the file dask_cuda-0.13.0a200204-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.13.0a200204-py3-none-any.whl
  • Upload date:
  • Size: 34.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/45.1.0.post20200119 requests-toolbelt/0.9.1 tqdm/4.42.0 CPython/3.6.7

File hashes

Hashes for dask_cuda-0.13.0a200204-py3-none-any.whl
Algorithm Hash digest
SHA256 da81d723be2f1f7d656bf1fa21bbef0d9a030ae1e5d103d46963552d97eb711f
MD5 131ed70a760486e90a4c1ef22435c5cd
BLAKE2b-256 0f175d20aec8415e428421ef5d47e5b28d86a73b0b9a02823618cf781b5d58d3

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