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-0.12.0a200127.tar.gz (18.6 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.12.0a200127-py3-none-any.whl (27.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.12.0a200127.tar.gz.

File metadata

  • Download URL: dask-cuda-0.12.0a200127.tar.gz
  • Upload date:
  • Size: 18.6 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-0.12.0a200127.tar.gz
Algorithm Hash digest
SHA256 0b564eb51993c05ed1bc35565d93d7d1145fada174deef3935b570567940c05e
MD5 00434990ceead0bedd5702c2afcdc1e8
BLAKE2b-256 6348761b960479ecb29db58288e002c9cd55fbb3c7cb87dad1124ebe6652b937

See more details on using hashes here.

File details

Details for the file dask_cuda-0.12.0a200127-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.12.0a200127-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-0.12.0a200127-py3-none-any.whl
Algorithm Hash digest
SHA256 e0266be0032740b237a12fbfb00281b2cb73c1e387949e35e2ed3f1ce9e78e34
MD5 c54c13f08172aae1883e1576f824865c
BLAKE2b-256 24927616929f624640ee5fb1bce9f11279c328558d73ac9375d85cc5e5138c56

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