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-0.13.0b200215.tar.gz (25.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.13.0b200215-py3-none-any.whl (35.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.13.0b200215.tar.gz.

File metadata

  • Download URL: dask-cuda-0.13.0b200215.tar.gz
  • Upload date:
  • Size: 25.4 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-0.13.0b200215.tar.gz
Algorithm Hash digest
SHA256 d5d3a18d8cc1706a397ec730d098aba1f8249416c1c9dcf45c9ad9af09c5a2e8
MD5 7af481dd795ef6f728d41b7c40c3f205
BLAKE2b-256 eeac9898f9a89f11cd7231fee2fec5022e7724cd90c1a525b7cca638b8d50d46

See more details on using hashes here.

File details

Details for the file dask_cuda-0.13.0b200215-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.13.0b200215-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-0.13.0b200215-py3-none-any.whl
Algorithm Hash digest
SHA256 23faf4f3be4185bdee98851cabaf830fb2413b58176553ad52e00f03ce4787a1
MD5 c708b0bad00c2f8fc95496a25d8011bd
BLAKE2b-256 938ff2a1f20b943078ee31477f513dbb8c07bfcbdb33ee9e2ad38504e530f6e0

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