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-23.10.0a230905.tar.gz (99.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.10.0a230905-py3-none-any.whl (122.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.10.0a230905.tar.gz.

File metadata

  • Download URL: dask-cuda-23.10.0a230905.tar.gz
  • Upload date:
  • Size: 99.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.5

File hashes

Hashes for dask-cuda-23.10.0a230905.tar.gz
Algorithm Hash digest
SHA256 9c81bab141ce1dc3b60692f8c6793f8bacaa7fa1d19c4f1f5d11e2a7a2305c10
MD5 81b26544162793bcc75cb2aa3c47fd0b
BLAKE2b-256 50b876f30158e60f43b6b592a55b35f939247cc9c19bf433af061988854640b4

See more details on using hashes here.

File details

Details for the file dask_cuda-23.10.0a230905-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.10.0a230905-py3-none-any.whl
Algorithm Hash digest
SHA256 70e14eaf144448780ccc95edc9c9f76a5add0a6a0d08f14962b27b8681ecf892
MD5 5676fd77fab353c598d790e01a1b597f
BLAKE2b-256 18f56dc5cd2683a84a976531f47d90af94e83d223ccbbd14d4a8bd0a27b9d562

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