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)

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..

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-0.15.0a200521.tar.gz (31.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.15.0a200521-py3-none-any.whl (42.4 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.15.0a200521.tar.gz.

File metadata

  • Download URL: dask-cuda-0.15.0a200521.tar.gz
  • Upload date:
  • Size: 31.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.2.0.post20200511 requests-toolbelt/0.9.1 tqdm/4.46.0 CPython/3.7.6

File hashes

Hashes for dask-cuda-0.15.0a200521.tar.gz
Algorithm Hash digest
SHA256 c184dd1368b7d974f1e2780c6b659a1ddd0daff5a8362a512f92bf467605a168
MD5 00b4755c4e92179be58d910f591773d3
BLAKE2b-256 3d9e43cca98e993b8f892fa8376d7dde0d153eefe20203e38bbdfa96fbd65363

See more details on using hashes here.

File details

Details for the file dask_cuda-0.15.0a200521-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.15.0a200521-py3-none-any.whl
  • Upload date:
  • Size: 42.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.2.0.post20200511 requests-toolbelt/0.9.1 tqdm/4.46.0 CPython/3.7.6

File hashes

Hashes for dask_cuda-0.15.0a200521-py3-none-any.whl
Algorithm Hash digest
SHA256 241e998fcdb2cfe081092e261ab3ac86312fb15b0d0ec5fa5534d8a5f28262ad
MD5 97a306f8bba208d7fe0bb73bbadfb8dc
BLAKE2b-256 d0fc784cd7ae89a185219e2df2f47052d92c6b8fc5a3f6413b6a5eb863a271f0

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