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-22.4.0a220407.tar.gz (83.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.4.0a220407-py3-none-any.whl (81.9 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.4.0a220407.tar.gz.

File metadata

  • Download URL: dask-cuda-22.4.0a220407.tar.gz
  • Upload date:
  • Size: 83.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 CPython/3.8.13

File hashes

Hashes for dask-cuda-22.4.0a220407.tar.gz
Algorithm Hash digest
SHA256 13dd0d2e420fac831df932da98f4b1ad66bc1669e11251e6616e663ed90b468b
MD5 2d4ea1300cf9ed6c3db96df127d66fcb
BLAKE2b-256 c1e99fcd4b65935592e8e554872ea53f54f22f93cc2f55dbe991a254d1484f0c

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.4.0a220407-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.4.0a220407-py3-none-any.whl
Algorithm Hash digest
SHA256 e421d09607260ce3a7b69e28716d1865562e3fdd2478c26018f74b3c20ae9e01
MD5 28242c54e2d7658b7f7809da80f8d4e3
BLAKE2b-256 b20bbe37373ba275939a28ad28ac7d0f0edad5afaf448766ff3e3094fe722949

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