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-22.10.0a220907.tar.gz (82.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a220907-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a220907.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a220907.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-22.10.0a220907.tar.gz
Algorithm Hash digest
SHA256 7077677d6cffe13147f7d62bc1cdd6c45af99d8117b199f1cf5558b8de6eca60
MD5 ec3500845110d9ae3f846bc06c6e0e4b
BLAKE2b-256 247529c4afc7f99afa73dbdd72196f4d04616c2ab72995be73f6cae9de55f63d

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a220907-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a220907-py3-none-any.whl
Algorithm Hash digest
SHA256 e616fbf0570eec4199b0d49728dcaab150d41a5ca31fed7b5636e32458908265
MD5 911122c51226c5ea18e35309a9b7170c
BLAKE2b-256 040a5710052f7cc1c93a0639b89515dfa623afac31174e74adf373ee9d9ee94b

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