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-22.12.0a221022.tar.gz (84.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.12.0a221022-py3-none-any.whl (84.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.12.0a221022.tar.gz.

File metadata

  • Download URL: dask-cuda-22.12.0a221022.tar.gz
  • Upload date:
  • Size: 84.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.13

File hashes

Hashes for dask-cuda-22.12.0a221022.tar.gz
Algorithm Hash digest
SHA256 b12cb98c61e0f517b59604a25ff37f95edae8906ad0466b4d597ba0b50791662
MD5 d6d58d42064fa5ed779942bd1212051e
BLAKE2b-256 8ac21581ba3cd53398346e6d76bf1990132d3d5c65772f7f9dd814d2c63aa975

See more details on using hashes here.

File details

Details for the file dask_cuda-22.12.0a221022-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.12.0a221022-py3-none-any.whl
Algorithm Hash digest
SHA256 a7e9d0bd67b68e26f846132b4b9d1b4c240b32c9754d3a2d633958392cd0e019
MD5 f8a69f2fb4a8783c827e63df7f39ebd8
BLAKE2b-256 4cac8da3c4f209148973fbfacadc251d430c6b237624ea781bbeac273960227e

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