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-23.2.0a230121.tar.gz (99.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.2.0a230121-py3-none-any.whl (122.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.2.0a230121.tar.gz.

File metadata

  • Download URL: dask-cuda-23.2.0a230121.tar.gz
  • Upload date:
  • Size: 99.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.11.1

File hashes

Hashes for dask-cuda-23.2.0a230121.tar.gz
Algorithm Hash digest
SHA256 0383202fb22c434e5def6b942bddbbf46718af310715e5a99dc71ff275f7ffe7
MD5 3926ab2f2fc2a53a20cb72a0ae43f47f
BLAKE2b-256 74275628eb65b18e6b7bdad7e57ce1bc503a8a557538c5495b1ef9c3401f9218

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-23.2.0a230121-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.2.0a230121-py3-none-any.whl
Algorithm Hash digest
SHA256 2298448995f3430b8b6f63f06372510346e4879f5ea7983fbab4cf51de44ab02
MD5 d49c0b8f04042db55d0e178f0e3d97c3
BLAKE2b-256 ac549825cc0b7528ec2d86a94f6d019bdf946f04cf5f3915beb5f03201c7636f

See more details on using hashes here.

Provenance

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