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-0.17.0a201010.tar.gz (34.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.17.0a201010-py3-none-any.whl (48.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.17.0a201010.tar.gz.

File metadata

  • Download URL: dask-cuda-0.17.0a201010.tar.gz
  • Upload date:
  • Size: 34.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.50.2 CPython/3.8.6

File hashes

Hashes for dask-cuda-0.17.0a201010.tar.gz
Algorithm Hash digest
SHA256 d4b643062b72434d6453ee69f064b1d86776433ac02b42e2acc0805204faa1ca
MD5 ecb247d51f12687a8ffe25e922296b84
BLAKE2b-256 0a0bafb7a4896beb998b81265608cb0d34065c62b25a65456af2edc261e90ec2

See more details on using hashes here.

File details

Details for the file dask_cuda-0.17.0a201010-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.17.0a201010-py3-none-any.whl
  • Upload date:
  • Size: 48.0 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.50.2 CPython/3.8.6

File hashes

Hashes for dask_cuda-0.17.0a201010-py3-none-any.whl
Algorithm Hash digest
SHA256 c7bb9c7d96543b4c1fe2b3d2560aeae3f12a30380a8f48dc852ba5f0151a2ae6
MD5 fc7c8fb808ef062e2469509095436e6e
BLAKE2b-256 84ca2b86eb13cc6a1ded455d152461a67eaa8230c557a8fcf385b02c84b19d10

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