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-0.16.0a200918.tar.gz (34.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.16.0a200918-py3-none-any.whl (47.4 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.16.0a200918.tar.gz.

File metadata

  • Download URL: dask-cuda-0.16.0a200918.tar.gz
  • Upload date:
  • Size: 34.0 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.post20200917 requests-toolbelt/0.9.1 tqdm/4.49.0 CPython/3.7.8

File hashes

Hashes for dask-cuda-0.16.0a200918.tar.gz
Algorithm Hash digest
SHA256 37c80cb92ce842989548ac4eb3eb900b2609c476175423c8382feeac8968aa49
MD5 e64507ff98509a5d295522afd49a5302
BLAKE2b-256 c42deb0e69a07a9fa7868b272c8d9f96436d6e162f02e09144d0efdf4513accb

See more details on using hashes here.

File details

Details for the file dask_cuda-0.16.0a200918-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.16.0a200918-py3-none-any.whl
  • Upload date:
  • Size: 47.4 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.post20200917 requests-toolbelt/0.9.1 tqdm/4.49.0 CPython/3.7.8

File hashes

Hashes for dask_cuda-0.16.0a200918-py3-none-any.whl
Algorithm Hash digest
SHA256 015a926fd0cc91eefeae6a048b55ddbfc910e59e7e6b34a372f9b032e9b82515
MD5 efbd81c66de76b4339073b05b4315cd1
BLAKE2b-256 0df704432f5950ccdb910ad1a922c53b10e423ccc0057c21cc0c857fcba68ca7

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