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-22.6.0a220406.tar.gz (83.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.6.0a220406-py3-none-any.whl (82.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.6.0a220406.tar.gz.

File metadata

  • Download URL: dask-cuda-22.6.0a220406.tar.gz
  • Upload date:
  • Size: 83.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 CPython/3.8.10

File hashes

Hashes for dask-cuda-22.6.0a220406.tar.gz
Algorithm Hash digest
SHA256 1c95bd7151075a0ef3b457852fdc02614f1d6ac0bd739687687a1bee28bde59d
MD5 62defdaa486bd20105f3a5bdd85cbf3e
BLAKE2b-256 2a9a16b47c05f60a938bd52670cdf3652448e2e4683fd617ebb2b6ffbbe6c5f6

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.6.0a220406-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.6.0a220406-py3-none-any.whl
Algorithm Hash digest
SHA256 485134e52b5af01735d1c4124b4b4dc67b141c249077b03bd1f4820b056bc47b
MD5 0020ea2085ff873fc7501d860daa13cc
BLAKE2b-256 1f9c23f9b3c805e1d9a150afe00a7b8c4412b93bcca2df5cb60cac161f4a31ee

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