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-22.10.0a220827.tar.gz (82.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a220827-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a220827.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a220827.tar.gz
  • Upload date:
  • Size: 82.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.13

File hashes

Hashes for dask-cuda-22.10.0a220827.tar.gz
Algorithm Hash digest
SHA256 11d89605ac6209e022ad360adf935e59d819d7aa82b23aa03e792398bd2e5fca
MD5 99b629685a6149150badd603bc6159fd
BLAKE2b-256 55cd29f7401e70ed468393e6420001439d48ae3b26a2d2a9bd2bfd1f22952a84

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a220827-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a220827-py3-none-any.whl
Algorithm Hash digest
SHA256 2e390d59407b71e841dd83033b4d7db4638a2d9a2328dc68e9087a3825370c80
MD5 2f6e4ec28e82b9f5e753ef3028882c77
BLAKE2b-256 b75c2a25150384f9c74fcbce9d1b50ab45429857d789db0cbc5ddd02cfce201a

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