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-22.2.0a211213.tar.gz (82.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.2.0a211213-py3-none-any.whl (81.9 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.2.0a211213.tar.gz.

File metadata

  • Download URL: dask-cuda-22.2.0a211213.tar.gz
  • Upload date:
  • Size: 82.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.2 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-22.2.0a211213.tar.gz
Algorithm Hash digest
SHA256 eda610aa8bdb0ec001c23a4fe9d09f34bd6d60213bdb25c4114afb1557177016
MD5 9de52adbf807685cc84feee88051e78a
BLAKE2b-256 83eda49b3691a1641cb33c673e9b8c961b318044d82173a7474c56af3a05bd99

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.2.0a211213-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.2.0a211213-py3-none-any.whl
  • Upload date:
  • Size: 81.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.2 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-22.2.0a211213-py3-none-any.whl
Algorithm Hash digest
SHA256 4592a7858839705191476b55bdd3cbce50fbdf1df9c966bcb89b3496af5b1d47
MD5 314d5622b71085e17a259aa76aa52b44
BLAKE2b-256 ecf39ac62f43579ff8b0917a656d60f22bc448b7896074f2474bada612a22a1b

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