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-0.18.0a210120.tar.gz (62.7 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.18.0a210120-py3-none-any.whl (61.9 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.18.0a210120.tar.gz.

File metadata

  • Download URL: dask-cuda-0.18.0a210120.tar.gz
  • Upload date:
  • Size: 62.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/49.6.0.post20210108 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.8.6

File hashes

Hashes for dask-cuda-0.18.0a210120.tar.gz
Algorithm Hash digest
SHA256 24fba522686d8f353d5f2fb3a53e6e903e90e2f2d5fad173ac1c20f33fabd00d
MD5 a04b2cea2be620664bcd100a6863eea1
BLAKE2b-256 077561d2bace623694ab37e554ec7e220b9b52342aa7fbbf1a94761d613d5470

See more details on using hashes here.

File details

Details for the file dask_cuda-0.18.0a210120-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.18.0a210120-py3-none-any.whl
  • Upload date:
  • Size: 61.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/49.6.0.post20210108 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.8.6

File hashes

Hashes for dask_cuda-0.18.0a210120-py3-none-any.whl
Algorithm Hash digest
SHA256 c34eb6d67d36b2c81cdbd6c6c8a64b4a37bcfb227ae54f70d867300a631da96c
MD5 41965ca68ee50504e8e01d5be423877f
BLAKE2b-256 e5fc007686b31fb22c051218600ad318e798f9cdb9727bbd947701f30680a578

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