Skip to main content

Utilities for Dask and CUDA interactions

Project description

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)

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..

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-0.13.0a200127.tar.gz (19.3 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.13.0a200127-py3-none-any.whl (27.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.13.0a200127.tar.gz.

File metadata

  • Download URL: dask-cuda-0.13.0a200127.tar.gz
  • Upload date:
  • Size: 19.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/45.1.0.post20200119 requests-toolbelt/0.9.1 tqdm/4.42.0 CPython/3.6.7

File hashes

Hashes for dask-cuda-0.13.0a200127.tar.gz
Algorithm Hash digest
SHA256 acb96f0b746571cadaf2f4267f5821f8ff9d652e1f5b09a418a3908a1c43b44d
MD5 b269f2c15d6230bd41fa73642a512c60
BLAKE2b-256 b1ff62f33bf128592565422f225ad11fc8f441e84e3c565b5b23f33a3ae9a959

See more details on using hashes here.

File details

Details for the file dask_cuda-0.13.0a200127-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.13.0a200127-py3-none-any.whl
  • Upload date:
  • Size: 27.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/45.1.0.post20200119 requests-toolbelt/0.9.1 tqdm/4.42.0 CPython/3.6.7

File hashes

Hashes for dask_cuda-0.13.0a200127-py3-none-any.whl
Algorithm Hash digest
SHA256 5153ed63efd23dc855519a6868d088284de68defe5406c54b88f329ac1718f96
MD5 23850717b7fc37c0f69f4a86c76e4355
BLAKE2b-256 1f156f6f53f464020cd6e4f2b0a3a44ee2b150da787ff5d810c7926554b61d06

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