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-22.12.0a221115.tar.gz (85.7 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.12.0a221115-py3-none-any.whl (85.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.12.0a221115.tar.gz.

File metadata

  • Download URL: dask-cuda-22.12.0a221115.tar.gz
  • Upload date:
  • Size: 85.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.13

File hashes

Hashes for dask-cuda-22.12.0a221115.tar.gz
Algorithm Hash digest
SHA256 163fac7d9b18f850c5362d9ac8264bbe9e039abfbce7f6f2d01fcab0bec3b77d
MD5 39e984acc2ccd9108b359df3d4aa3a30
BLAKE2b-256 ab6eadb48f5069dbc405d61827fc2119786bd4533b893f1b4f9f0780ad83a074

See more details on using hashes here.

File details

Details for the file dask_cuda-22.12.0a221115-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.12.0a221115-py3-none-any.whl
Algorithm Hash digest
SHA256 aa08dc9a3738da4d4f399b784b6563facf840639446405886fa6221f36e45d8e
MD5 acaf50ebe8a7a7d320168be83d98e456
BLAKE2b-256 93ed982b668f98b50adfb21472a48b6c90114289a2ef21278ba857defe1b5059

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