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-21.12.0a211211.tar.gz (81.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.12.0a211211-py3-none-any.whl (80.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.12.0a211211.tar.gz.

File metadata

  • Download URL: dask-cuda-21.12.0a211211.tar.gz
  • Upload date:
  • Size: 81.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.2 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-21.12.0a211211.tar.gz
Algorithm Hash digest
SHA256 085fabd4274632d334b6ed949c99c8affa2c16d4b2281fe974b5526f5d54e14d
MD5 19ece197b3e92e23ce4d9190bb152b1c
BLAKE2b-256 f955e8fca534b10c248881ad0a1b06c18c99c58a55837265d73082843fa1f7b8

See more details on using hashes here.

File details

Details for the file dask_cuda-21.12.0a211211-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.12.0a211211-py3-none-any.whl
  • Upload date:
  • Size: 80.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.2 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-21.12.0a211211-py3-none-any.whl
Algorithm Hash digest
SHA256 1c463cd02e912f5abbbb6c402d0e98d33778e3a49546cfd09bd8a52f8022c0a7
MD5 00191dbd27cb88f4fe3fef752bac8ba2
BLAKE2b-256 652a0fc7b8b7760fc5a1f13d0aaa374092de1ff2b31d89f7999395493c7f6a7b

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