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-0.13.0a200129.tar.gz (19.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.13.0a200129-py3-none-any.whl (27.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.13.0a200129.tar.gz.

File metadata

  • Download URL: dask-cuda-0.13.0a200129.tar.gz
  • Upload date:
  • Size: 19.9 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-0.13.0a200129.tar.gz
Algorithm Hash digest
SHA256 12a60749d7f0bd6bd3855f0619561560b0dec67aa9b0fb7d22dfa2fd5a412bda
MD5 a35d0dd2c163b08a4ed91cc6e67f23ec
BLAKE2b-256 6340d34891aa925796ea52955068909a0a7dd0883294cbcd36966edc9c3de73c

See more details on using hashes here.

File details

Details for the file dask_cuda-0.13.0a200129-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.13.0a200129-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-0.13.0a200129-py3-none-any.whl
Algorithm Hash digest
SHA256 084b012af20589bb4953c834e765f371c832c1ebdd56f8f963eedb4ab446c988
MD5 29b5919085ad9b46276774e5a8cc2f4a
BLAKE2b-256 956271497132e11095bfa551020217748378dc81146a57b3db77457260394de6

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