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-21.12.0a211008.tar.gz (79.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.12.0a211008-py3-none-any.whl (78.9 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.12.0a211008.tar.gz.

File metadata

  • Download URL: dask-cuda-21.12.0a211008.tar.gz
  • Upload date:
  • Size: 79.0 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/3.7.10

File hashes

Hashes for dask-cuda-21.12.0a211008.tar.gz
Algorithm Hash digest
SHA256 350918cfbc1f9d388e0645ac0d1a910e06e8569ac5eff9125472fa97b0d4db9b
MD5 bf670d1c763969459aa0d3caa2859b6a
BLAKE2b-256 500045e369de3143a6f40bb1a20de6c7c59eca50c2462362a02c617b2561374e

See more details on using hashes here.

File details

Details for the file dask_cuda-21.12.0a211008-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.12.0a211008-py3-none-any.whl
  • Upload date:
  • Size: 78.9 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/3.7.10

File hashes

Hashes for dask_cuda-21.12.0a211008-py3-none-any.whl
Algorithm Hash digest
SHA256 9d590a84f9277f678605c7568528b040ed750b18dad2c78807bc6ea7eeb5612e
MD5 a5e5df3ff2e1a09b95253821fba4aede
BLAKE2b-256 ca1ba9287bc1a6c2b9b7f33c6e45c6cf244ba4f273df2918bab20a330320d854

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