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-0.15.0a200704.tar.gz (32.6 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.15.0a200704-py3-none-any.whl (44.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.15.0a200704.tar.gz.

File metadata

  • Download URL: dask-cuda-0.15.0a200704.tar.gz
  • Upload date:
  • Size: 32.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/47.3.1.post20200616 requests-toolbelt/0.9.1 tqdm/4.47.0 CPython/3.6.10

File hashes

Hashes for dask-cuda-0.15.0a200704.tar.gz
Algorithm Hash digest
SHA256 17d004befd52de88a7eb7fa884a6da93a35e91372413992a5afff2f3aca11fad
MD5 a54bacd78e77243dbf79836fb644bb82
BLAKE2b-256 15b1da09567df5a586b369cd9af8530cd312496138ca4db584efa8b98bf14c02

See more details on using hashes here.

File details

Details for the file dask_cuda-0.15.0a200704-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.15.0a200704-py3-none-any.whl
  • Upload date:
  • Size: 44.0 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/47.3.1.post20200616 requests-toolbelt/0.9.1 tqdm/4.47.0 CPython/3.6.10

File hashes

Hashes for dask_cuda-0.15.0a200704-py3-none-any.whl
Algorithm Hash digest
SHA256 aee800655f5562288539292c279e8bad401076055ba12bbdd560455f0839a024
MD5 686b6134c022e881790d5fa5f6105f1b
BLAKE2b-256 a0a1fdada2136d2ac92e9f0b86d43801226a6a7b25e9d23f19990b14f57e537a

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