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-23.6.0a230518.tar.gz (101.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.6.0a230518-py3-none-any.whl (125.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.6.0a230518.tar.gz.

File metadata

  • Download URL: dask-cuda-23.6.0a230518.tar.gz
  • Upload date:
  • Size: 101.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.11.3

File hashes

Hashes for dask-cuda-23.6.0a230518.tar.gz
Algorithm Hash digest
SHA256 af401a4bf5b94375fee63780c87eb08eb73fe931228dd750412ca2283bd0297b
MD5 c23dae0d47b0d2268d392ef6f73d529f
BLAKE2b-256 21b474901d3e270f843978d39c58dabc686ee30b9dde8f1bd2db492ee4be94da

See more details on using hashes here.

File details

Details for the file dask_cuda-23.6.0a230518-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.6.0a230518-py3-none-any.whl
Algorithm Hash digest
SHA256 cfb66b05ff8a0147e5fa82a6ac6b6ef0bcc423443314904998cffabd31254dff
MD5 dc5a9996a85dc9d525155283a14d8998
BLAKE2b-256 bc65ca65e592735d10c4e3dd958056a6f2bdc9cc423a462f89b35a5d0d3a23f2

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