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-22.10.0a220821.tar.gz (82.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a220821-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a220821.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a220821.tar.gz
  • Upload date:
  • Size: 82.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.13

File hashes

Hashes for dask-cuda-22.10.0a220821.tar.gz
Algorithm Hash digest
SHA256 921f12f28ab6ac2a2a64593cc2918f608e9799f261d1169f7b36262af518e4b3
MD5 e2c16dea799092913d689339dc4de070
BLAKE2b-256 e64d66f49bca8ffd4e6b69a8d3964f0f44e2df5f8952eee059192c2f1d7095eb

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a220821-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a220821-py3-none-any.whl
Algorithm Hash digest
SHA256 e981922ee250ba5f5bc742b678ccca764457997c6e1356ca159735124f7c15e3
MD5 a16f33be657c1ef7ca19bfccd218764b
BLAKE2b-256 67735bcef8c0f95b7f1d315d8a2f6ae006833f34b2fe6a16383a91b6d41c4b97

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