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-0.17.0a201011.tar.gz (34.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.17.0a201011-py3-none-any.whl (48.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.17.0a201011.tar.gz.

File metadata

  • Download URL: dask-cuda-0.17.0a201011.tar.gz
  • Upload date:
  • Size: 34.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.50.2 CPython/3.8.6

File hashes

Hashes for dask-cuda-0.17.0a201011.tar.gz
Algorithm Hash digest
SHA256 229541e858be0db0c9340e9e56611d216ba47eae2ea406ab84cc1e84a3810142
MD5 7dcfaec6f6d377c367b2aaf1ce0f8dd6
BLAKE2b-256 40f6d3896cc94d7cb1346ee5cfd0c429b18d7af02118de65175b2bebe3ec89a7

See more details on using hashes here.

File details

Details for the file dask_cuda-0.17.0a201011-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.17.0a201011-py3-none-any.whl
  • Upload date:
  • Size: 48.0 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.50.2 CPython/3.8.6

File hashes

Hashes for dask_cuda-0.17.0a201011-py3-none-any.whl
Algorithm Hash digest
SHA256 3e7b93f1cfb7557353abf488aeb20a4b092b33bd752ad7891ac4817c230fb676
MD5 80e53ac12a1890e06426a577ad203689
BLAKE2b-256 ea0df1fae0c0f9c39a0bea529e3ac15da0e830ccbea43ffcccfc7d8c1eb3526d

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