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-22.8.0a220803.tar.gz (81.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.8.0a220803-py3-none-any.whl (78.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.8.0a220803.tar.gz.

File metadata

  • Download URL: dask-cuda-22.8.0a220803.tar.gz
  • Upload date:
  • Size: 81.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.10

File hashes

Hashes for dask-cuda-22.8.0a220803.tar.gz
Algorithm Hash digest
SHA256 7e4ef6bdd61fed865be1db43eaa32095c07fe1886f2433de967a0132ced99d6d
MD5 901c5c431645a90aada0d5cdd7b4953e
BLAKE2b-256 b52838bffa8bec6d55fa0968da3ae71a2e53471a5e52c1e5229fc9b493c6c5ce

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.8.0a220803-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.8.0a220803-py3-none-any.whl
Algorithm Hash digest
SHA256 3633ae6bfc41e857f8b066c4f82073fb6858d1f61e1ee06ae0101116839e0511
MD5 441a8365149ccf1b14d5bd5063f19c18
BLAKE2b-256 c90167e96b7349d5711f09c6be8bc540103df7b364994545e9eead65cb0be266

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