Skip to main content

Utilities for Dask and CUDA interactions

Project description

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-23.12.0a231002.tar.gz (100.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.12.0a231002-py3-none-any.whl (124.4 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.12.0a231002.tar.gz.

File metadata

  • Download URL: dask-cuda-23.12.0a231002.tar.gz
  • Upload date:
  • Size: 100.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.5

File hashes

Hashes for dask-cuda-23.12.0a231002.tar.gz
Algorithm Hash digest
SHA256 85312e4f67f7287e424bcf484c679f5fd25838373b242c44ee1bfe80ced42259
MD5 7aa6fa8b48135709b2d273edb43a7278
BLAKE2b-256 731cca9fd23db3d9daf21b71fb743fb2026e64a71e60ea828cd4443c3a4ccc74

See more details on using hashes here.

File details

Details for the file dask_cuda-23.12.0a231002-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.12.0a231002-py3-none-any.whl
Algorithm Hash digest
SHA256 e5d41b0edd8bd5fec656ab208e3234249625816451aa80b2a714140a3673d50d
MD5 078b8c800a7df8a1e55af86e63316c46
BLAKE2b-256 3c441e0f25263f05172477d4bd79da94463fa1a98a0a15616b3176e8e263b1ff

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