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-21.10.0a210818.tar.gz (76.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.10.0a210818-py3-none-any.whl (74.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.10.0a210818.tar.gz.

File metadata

  • Download URL: dask-cuda-21.10.0a210818.tar.gz
  • Upload date:
  • Size: 76.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.6.4 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.1 CPython/3.8.10

File hashes

Hashes for dask-cuda-21.10.0a210818.tar.gz
Algorithm Hash digest
SHA256 da88c01e45040e9919504b27c339db89d3300c6f11bb3e774c16bd314762dd44
MD5 76b6dbd12ff2e4c7bc662fe8afb47f66
BLAKE2b-256 00da63ed598c712d4f852534ed3328ea5fbc78f0554e45055d5942475cfef23e

See more details on using hashes here.

File details

Details for the file dask_cuda-21.10.0a210818-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.10.0a210818-py3-none-any.whl
  • Upload date:
  • Size: 74.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.6.4 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.1 CPython/3.8.10

File hashes

Hashes for dask_cuda-21.10.0a210818-py3-none-any.whl
Algorithm Hash digest
SHA256 094e358e010c3d7ce83c36719430c526b4337458aeedf548d89bd28d2122a09b
MD5 88814842b3e3997d0846c8bbdde57d55
BLAKE2b-256 f015e6722588d4f45d746c17b3f2a8a5edbb2e5e7efe480b31eb354654f2871a

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