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-23.10.0a230915.tar.gz (99.3 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.10.0a230915-py3-none-any.whl (122.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.10.0a230915.tar.gz.

File metadata

  • Download URL: dask-cuda-23.10.0a230915.tar.gz
  • Upload date:
  • Size: 99.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.5

File hashes

Hashes for dask-cuda-23.10.0a230915.tar.gz
Algorithm Hash digest
SHA256 f26115424d4ae407e8c842fcaee687db89d71c7913d99e99c6be7d3277a82955
MD5 b0503762b9a852760ebc4d197690d693
BLAKE2b-256 83a0d83a8d5d9873d303d8e688febf956c8f255cc4a6ddcf9e9ed7f87cdf60f8

See more details on using hashes here.

File details

Details for the file dask_cuda-23.10.0a230915-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.10.0a230915-py3-none-any.whl
Algorithm Hash digest
SHA256 6973b7b9dfb75f2f076632d84e0987ee89504b69b82c9b3f3ae606e6be549aa9
MD5 632b79b642c687e259faea64471d96da
BLAKE2b-256 2f5492a0e0dd7296d6adfa923374a4c6284bc59e11e5284258bd927fd59b9076

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