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-0.13.0a200123.tar.gz (18.7 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.13.0a200123-py3-none-any.whl (27.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.13.0a200123.tar.gz.

File metadata

  • Download URL: dask-cuda-0.13.0a200123.tar.gz
  • Upload date:
  • Size: 18.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/42.0.2.post20191201 requests-toolbelt/0.9.1 tqdm/4.40.2 CPython/3.6.7

File hashes

Hashes for dask-cuda-0.13.0a200123.tar.gz
Algorithm Hash digest
SHA256 0cdd7a7f9c75b5123ef00fa7bd741c07939d7f7cd77c231a861cdedbf8ea6e86
MD5 352377eb6057c4928c96a01a4e32b7af
BLAKE2b-256 0151ccd9bd0f837e70af80ed9c88b595a75e4aff6d4ea50b82e1b08ccb7b0beb

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-0.13.0a200123-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.13.0a200123-py3-none-any.whl
  • Upload date:
  • Size: 27.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/42.0.2.post20191201 requests-toolbelt/0.9.1 tqdm/4.40.2 CPython/3.6.7

File hashes

Hashes for dask_cuda-0.13.0a200123-py3-none-any.whl
Algorithm Hash digest
SHA256 b54f24cf6983bcd9cfe79e2ff2b44b677a3fe0303571935b362023f362461995
MD5 8b4ae5604a30d4c2d779cf471a68d7d5
BLAKE2b-256 0fd9679934956651c6a4889331ce404637f24d42940f8591aef4bc17cb474037

See more details on using hashes here.

Provenance

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