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-21.10.0a210928.tar.gz (80.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.10.0a210928-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.10.0a210928.tar.gz.

File metadata

  • Download URL: dask-cuda-21.10.0a210928.tar.gz
  • Upload date:
  • Size: 80.1 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/3.8.12

File hashes

Hashes for dask-cuda-21.10.0a210928.tar.gz
Algorithm Hash digest
SHA256 5e758cfa0f67d8c8d1017a374fc9068896e810394b365839d34f5e3024713638
MD5 2efd26809aba4bd7080a7e1e4e7ee405
BLAKE2b-256 3a81381a75afa8cbc6d6db93629ef1f1687196d8c3ba75d473410de114fe83ad

See more details on using hashes here.

File details

Details for the file dask_cuda-21.10.0a210928-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.10.0a210928-py3-none-any.whl
  • Upload date:
  • Size: 78.8 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/3.8.12

File hashes

Hashes for dask_cuda-21.10.0a210928-py3-none-any.whl
Algorithm Hash digest
SHA256 5e7f65448d1ec5a46a0bc95b802b7ddb300ba6540c8df1f449456dd94fb4bc92
MD5 bf5f710847ae1f63b87d4ce773c7bc58
BLAKE2b-256 3680e0480b4031318840f65e49d9345bd493db5a0b105003b4085bd32331a642

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