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-22.2.0a220112.tar.gz (83.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.2.0a220112-py3-none-any.whl (82.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.2.0a220112.tar.gz.

File metadata

  • Download URL: dask-cuda-22.2.0a220112.tar.gz
  • Upload date:
  • Size: 83.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-22.2.0a220112.tar.gz
Algorithm Hash digest
SHA256 6eecb929eac2384710f4e72b335ecc429b68ac82cfbddecc1e811061a25a6a5c
MD5 005b50640ec5f696c710f9a6d9d65e75
BLAKE2b-256 c0408d8a1a55d62476d8f423f3f59c9e3c2d6ee2546fd169f736a100f9f37821

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.2.0a220112-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.2.0a220112-py3-none-any.whl
  • Upload date:
  • Size: 82.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-22.2.0a220112-py3-none-any.whl
Algorithm Hash digest
SHA256 03503695ccc95faddee823e2887e25ae5e2a412db27214542b29b9abf7be13b1
MD5 89ef68ef04d5f86aa4daf5a3a0cfde5e
BLAKE2b-256 e05bd0a893fd681ac8465a8d855a3f484227c83cf3ec41d733e2afd033da6c64

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