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-22.10.0a220923.tar.gz (82.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a220923-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a220923.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a220923.tar.gz
  • Upload date:
  • Size: 82.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.13

File hashes

Hashes for dask-cuda-22.10.0a220923.tar.gz
Algorithm Hash digest
SHA256 aa7edfff0c851e5b5d5c389dda01fab13234bf028de6233aa031f375045532c3
MD5 ffb7f0bae2232366aa530370a95d243d
BLAKE2b-256 7eb629356024cf13bcebdf120a49372a795acbb4ff1020b2626155f111a045f7

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a220923-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a220923-py3-none-any.whl
Algorithm Hash digest
SHA256 b1af5eecbcb504607f9f71c46909293eb3410932b29939127457f13baf0509f0
MD5 769aa7145fba396d135d2a06d528b393
BLAKE2b-256 0806050132dc198ea2e9025bce948c456a1b7aad14be474eb80b383e91c26397

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