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-0.18.0a210224.tar.gz (66.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.18.0a210224-py3-none-any.whl (67.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.18.0a210224.tar.gz.

File metadata

  • Download URL: dask-cuda-0.18.0a210224.tar.gz
  • Upload date:
  • Size: 66.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/49.6.0.post20210108 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.8

File hashes

Hashes for dask-cuda-0.18.0a210224.tar.gz
Algorithm Hash digest
SHA256 3a8c4ce1d28f1ad501f66da04c315579273ca6a7b83b6c105dfb94ef5f298f6a
MD5 45eb0cb9d3e411a2aee7683113588cce
BLAKE2b-256 2a1fdda0bf8f3063ab516ad77ff091c936f18bbe2a21ce891f3a85d6a763eaeb

See more details on using hashes here.

File details

Details for the file dask_cuda-0.18.0a210224-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.18.0a210224-py3-none-any.whl
  • Upload date:
  • Size: 67.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/49.6.0.post20210108 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.8

File hashes

Hashes for dask_cuda-0.18.0a210224-py3-none-any.whl
Algorithm Hash digest
SHA256 6ae1e0a05880b37a173d49177e28b66ddf4872b4830cb3950cfbc7b7d594a605
MD5 20a5dc0ae6be4d56c061b80a8a6aecfb
BLAKE2b-256 6ead0a565f75e28f13d6c476bd90219a8d9c5be65653c481a33d94da645e80c9

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