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-23.10.0a230908.tar.gz (99.3 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.10.0a230908-py3-none-any.whl (122.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.10.0a230908.tar.gz.

File metadata

  • Download URL: dask-cuda-23.10.0a230908.tar.gz
  • Upload date:
  • Size: 99.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.5

File hashes

Hashes for dask-cuda-23.10.0a230908.tar.gz
Algorithm Hash digest
SHA256 67fe9a3fe1428ffc974cf6de7e6aa5cb91f2d64759c8ec5bd10652853f304b6a
MD5 ab44706d1611d2f6243954b01c781018
BLAKE2b-256 71fff5b194618cbc92dbe6aa5652c7cb05e4acb80657cf0ebe825e33105f69a5

See more details on using hashes here.

File details

Details for the file dask_cuda-23.10.0a230908-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.10.0a230908-py3-none-any.whl
Algorithm Hash digest
SHA256 e24ec556d7583996144a040a41169a4e2cb4347946b5196968945a4953903404
MD5 e56e407d0b806f1135610360629d6f8f
BLAKE2b-256 f0dea4368db5b9028971b30f92d6e8bb42c22309468d344a6640ddca20386d1d

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