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-22.12.0a221026.tar.gz (85.3 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.12.0a221026-py3-none-any.whl (84.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.12.0a221026.tar.gz.

File metadata

  • Download URL: dask-cuda-22.12.0a221026.tar.gz
  • Upload date:
  • Size: 85.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.13

File hashes

Hashes for dask-cuda-22.12.0a221026.tar.gz
Algorithm Hash digest
SHA256 1019707c516a6fe8fc919d527df40c1f077239bc4b9f4f81f62a182d6d743e02
MD5 91e283469ca431fa055582e198eb982b
BLAKE2b-256 924c09a65eac6ec9b5f0241d0a6123603fab8cebeb718d6c7de504e8eaa359ec

See more details on using hashes here.

File details

Details for the file dask_cuda-22.12.0a221026-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.12.0a221026-py3-none-any.whl
Algorithm Hash digest
SHA256 28ac018ff848bb45e8091126fc33a14a086b78597d1b71f14ef2d1a529c883b5
MD5 d5cdc53c1dee1448ca4b17b7ba7fe9f5
BLAKE2b-256 c681616208a94f62678ed81a82f4180822da60a57013e65cf5716adb49f8b882

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