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-22.2.0a211115.tar.gz (81.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.2.0a211115-py3-none-any.whl (80.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.2.0a211115.tar.gz.

File metadata

  • Download URL: dask-cuda-22.2.0a211115.tar.gz
  • Upload date:
  • Size: 81.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.2 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-22.2.0a211115.tar.gz
Algorithm Hash digest
SHA256 dc587906cd12a71d68081d966b324178374bb934d2ffbb7acc9e99b4c221357e
MD5 bec1446103d7d8afee68db4905d20b2b
BLAKE2b-256 5c2b7deabc4758fc1b538f0b811f0a1fcfe43c684ec2522a58a5ee1156a9428a

See more details on using hashes here.

File details

Details for the file dask_cuda-22.2.0a211115-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.2.0a211115-py3-none-any.whl
  • Upload date:
  • Size: 80.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.2 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-22.2.0a211115-py3-none-any.whl
Algorithm Hash digest
SHA256 47a4b45046d845db4c91afb39219dec65e119aa9e5ec54681cbf1357f1ec4ffe
MD5 fc3f70fed8c2147d5b52ec262805b2be
BLAKE2b-256 d7b475284f0ed3cb931aa84878076919f44232d411e3af9959f634ab349c9b64

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