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-22.8.0a220907.tar.gz (81.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.8.0a220907-py3-none-any.whl (78.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.8.0a220907.tar.gz.

File metadata

  • Download URL: dask-cuda-22.8.0a220907.tar.gz
  • Upload date:
  • Size: 81.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.13

File hashes

Hashes for dask-cuda-22.8.0a220907.tar.gz
Algorithm Hash digest
SHA256 262b6a25d98c46d9d4dab274fc82502ca9d955eab9e08a8dc8b86a0d29a5f51d
MD5 9fa52b42d5da52912f2e56b27f04997f
BLAKE2b-256 d3add9bf259efe58b8c2248fb130e9ea36f4d208d225a8bedaa02c5b135addff

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.8.0a220907-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.8.0a220907-py3-none-any.whl
Algorithm Hash digest
SHA256 fecb2076e18a4298c08f6c203e5559ec5fd921b94f55e990ac05c3c817ab0ffe
MD5 638d3d221dab1b57921b8cb54634e0c7
BLAKE2b-256 e3af60c460149de287336d67a680a00758cb2bd1af06dcf71c66e2d04216a1b0

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