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-23.8.0a230704.tar.gz (100.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.8.0a230704-py3-none-any.whl (124.6 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.8.0a230704.tar.gz.

File metadata

  • Download URL: dask-cuda-23.8.0a230704.tar.gz
  • Upload date:
  • Size: 100.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.11.4

File hashes

Hashes for dask-cuda-23.8.0a230704.tar.gz
Algorithm Hash digest
SHA256 9a0902433f4409ceb5fdca385fb8b2d4950c166804109f4ef68d0d027447c731
MD5 56edfde6e6cb51162d6236df1e0623cd
BLAKE2b-256 a090aef39745f5f33aef5fb94954d9a6c85bcc7d2175edd6a467ac908b927e2a

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-23.8.0a230704-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.8.0a230704-py3-none-any.whl
Algorithm Hash digest
SHA256 923688d49061a39ff59368e1ea68295ce7cbde01c870fe56a5fb7f8e3b0268a5
MD5 5275dc18941f89d0d93edd4ca050995e
BLAKE2b-256 0ba853ad34591811a2ba750819c3d2182f71e322ad3e6de555a3f7855d8cf19f

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