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-23.10.0a230729.tar.gz (98.6 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.10.0a230729-py3-none-any.whl (122.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.10.0a230729.tar.gz.

File metadata

  • Download URL: dask-cuda-23.10.0a230729.tar.gz
  • Upload date:
  • Size: 98.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.4

File hashes

Hashes for dask-cuda-23.10.0a230729.tar.gz
Algorithm Hash digest
SHA256 d99c20bffa6a2b2ec67f17eb9cae780e4ca1cbcfda53fe33ca8317343a779311
MD5 eb47f8e1c55234dbe90e109a89c39fdc
BLAKE2b-256 330144ba2a7820d828f8c7c5618b689caf76d85ff786902f045512cee288e622

See more details on using hashes here.

File details

Details for the file dask_cuda-23.10.0a230729-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.10.0a230729-py3-none-any.whl
Algorithm Hash digest
SHA256 26cb19354c8d6155868e60d37d2564643242bdc603482f90c4e7dfb396d85177
MD5 c444b8f5b20fe656dab85a13526407d8
BLAKE2b-256 4be821c1482b19682de74301b29e65bb8a4b4fcc4d9fbe671c792d19ab5bc6d8

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