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)

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..

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-0.14.0a200514.tar.gz (31.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.14.0a200514-py3-none-any.whl (42.4 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.14.0a200514.tar.gz.

File metadata

  • Download URL: dask-cuda-0.14.0a200514.tar.gz
  • Upload date:
  • Size: 31.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.2.0.post20200511 requests-toolbelt/0.9.1 tqdm/4.46.0 CPython/3.6.10

File hashes

Hashes for dask-cuda-0.14.0a200514.tar.gz
Algorithm Hash digest
SHA256 07061d1aee4b6c86ddaec307328c5793fa4669a02d536d129d52844e9ce304cc
MD5 fe502fa36253757f17d7af58851003e3
BLAKE2b-256 8c17e05941214ffb4b9deb0fde6947195e7b091eb42ba8448bf851cad2f618e4

See more details on using hashes here.

File details

Details for the file dask_cuda-0.14.0a200514-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.14.0a200514-py3-none-any.whl
  • Upload date:
  • Size: 42.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.2.0.post20200511 requests-toolbelt/0.9.1 tqdm/4.46.0 CPython/3.6.10

File hashes

Hashes for dask_cuda-0.14.0a200514-py3-none-any.whl
Algorithm Hash digest
SHA256 da2890fee2666d49e44200b28f8af264bdc9fedaf782e548057df254da66474e
MD5 a0f9d3a0af88e5e1047c53a2f9939661
BLAKE2b-256 b153f1c66efca430e36ce6774d80a8223f26deaec5693502c8487a17fdf95047

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