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-22.6.0a220325.tar.gz (82.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.6.0a220325-py3-none-any.whl (81.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.6.0a220325.tar.gz.

File metadata

  • Download URL: dask-cuda-22.6.0a220325.tar.gz
  • Upload date:
  • Size: 82.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 pkginfo/1.8.2 readme-renderer/27.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.9 tqdm/4.63.1 importlib-metadata/4.11.3 keyring/23.4.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10

File hashes

Hashes for dask-cuda-22.6.0a220325.tar.gz
Algorithm Hash digest
SHA256 dd24764335b10f0312f65424172385fb7a11a1f433b9b66a89fa51ab1f92031d
MD5 c4b475959f96fc6fc8a0a387eec4cb4b
BLAKE2b-256 965bcc8e94821c5b49d5216e5c4cb3d4d714b840d06037fd87ddcd1b26584b39

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.6.0a220325-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.6.0a220325-py3-none-any.whl
  • Upload date:
  • Size: 81.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 pkginfo/1.8.2 readme-renderer/27.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.9 tqdm/4.63.1 importlib-metadata/4.11.3 keyring/23.4.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10

File hashes

Hashes for dask_cuda-22.6.0a220325-py3-none-any.whl
Algorithm Hash digest
SHA256 b4751a1ddc5c2889f96c92be12079d5b07949ad222a52e3145005e733acb6eea
MD5 5ebbf98447af12271fd6ecb81688883a
BLAKE2b-256 7e47df1179aa997eb912c538e0d0ccd556fde8f8ca08de5c451dec3d5298c450

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