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. 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-23.12.0a231008.tar.gz (100.6 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.12.0a231008-py3-none-any.whl (124.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.12.0a231008.tar.gz.

File metadata

  • Download URL: dask-cuda-23.12.0a231008.tar.gz
  • Upload date:
  • Size: 100.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.6

File hashes

Hashes for dask-cuda-23.12.0a231008.tar.gz
Algorithm Hash digest
SHA256 b9d1737b1321330bedead8173cbd42466c28602f32a175472e5edcc4b6f1effb
MD5 d443efd0337a4e9bceee39a34aa21f66
BLAKE2b-256 139447b51666e96624da2c27f6190063df2b1ba5d7f8df53bacff5173d2bb2c3

See more details on using hashes here.

File details

Details for the file dask_cuda-23.12.0a231008-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.12.0a231008-py3-none-any.whl
Algorithm Hash digest
SHA256 7cb7f5c0af7ef198b04b3785d1e6f72d99adc457c77508997422b0580433e161
MD5 10a26a398d9bc9fbf08d47a024cae411
BLAKE2b-256 7fd69b73c5d4a311ae630a8fa993ff231103fe5899e2b39c3562c702862bd83c

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