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-23.8.0a230711.tar.gz (101.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.8.0a230711-py3-none-any.whl (124.6 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.8.0a230711.tar.gz.

File metadata

  • Download URL: dask-cuda-23.8.0a230711.tar.gz
  • Upload date:
  • Size: 101.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.11.4

File hashes

Hashes for dask-cuda-23.8.0a230711.tar.gz
Algorithm Hash digest
SHA256 b122ead80594bfe85386e576fca4e6e2fa9f033aab30b6961fbdabb93148fafe
MD5 35bdeffaa6d6295444e47c658d27499b
BLAKE2b-256 092f4478ba3e88744f70bcca54e77c31ae318d42adf1089bab3c8a859792e74c

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-23.8.0a230711-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.8.0a230711-py3-none-any.whl
Algorithm Hash digest
SHA256 94a934d9a9b8e2c75e05f9dd1c77db3473d0b6b953409d182969abac8b7f4e58
MD5 646c13f54f1aac35129bba46195cf379
BLAKE2b-256 27900d3c0979ed5d95501bbf9082b0320f50935ebb46e457a969098c64e25079

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