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-0.18.0a210108.tar.gz (62.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.18.0a210108-py3-none-any.whl (62.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.18.0a210108.tar.gz.

File metadata

  • Download URL: dask-cuda-0.18.0a210108.tar.gz
  • Upload date:
  • Size: 62.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.55.1 CPython/3.8.6

File hashes

Hashes for dask-cuda-0.18.0a210108.tar.gz
Algorithm Hash digest
SHA256 0b9de8839344d40204a911e96b1077166d77b02dae99dd0215b212f1a0c67700
MD5 e8c985e7b00a8354a56fe518ceaf7c7d
BLAKE2b-256 56568b3404a53bb83d4b6fb1453618817ddd718bf3243efc88cfc44f5146731c

See more details on using hashes here.

File details

Details for the file dask_cuda-0.18.0a210108-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.18.0a210108-py3-none-any.whl
  • Upload date:
  • Size: 62.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.55.1 CPython/3.8.6

File hashes

Hashes for dask_cuda-0.18.0a210108-py3-none-any.whl
Algorithm Hash digest
SHA256 37bd4d2b23891db3066a50d39c1b9acbf07c30f26f304a5d70bbddf4ed4ee709
MD5 6b54cadf7da574e2199a23744c9f297c
BLAKE2b-256 69fb15ee2fb7bf736dbcedc9c90debb37e20f4dd09ff3e1c59f822aec3c04dfa

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