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-0.13.0b200222.tar.gz (25.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.13.0b200222-py3-none-any.whl (35.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.13.0b200222.tar.gz.

File metadata

  • Download URL: dask-cuda-0.13.0b200222.tar.gz
  • Upload date:
  • Size: 25.8 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-0.13.0b200222.tar.gz
Algorithm Hash digest
SHA256 3a67ed7754d72b7fad3855b91b4bdec70f334eb6cdb32492c0ee6f6d1c68a470
MD5 b44e64e898dd3e307a4c40c4490675e7
BLAKE2b-256 bae004f6eed744045dbad7ddcd35deb8938d9a55c456fe305e603ab7b6cad97f

See more details on using hashes here.

File details

Details for the file dask_cuda-0.13.0b200222-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.13.0b200222-py3-none-any.whl
  • Upload date:
  • Size: 35.0 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-0.13.0b200222-py3-none-any.whl
Algorithm Hash digest
SHA256 df07a368fa429c76d95fc9e86282170ca68c88081bc0196d4756ee9c9885cae0
MD5 e089887cac8a86547a0276110f19856c
BLAKE2b-256 c67e696eb486d7b03ac1c6d63a417b7b73aa8a7cf3c39d3fdc834f5ccf9db03d

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