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-22.8.0a220722.tar.gz (86.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.8.0a220722-py3-none-any.whl (83.6 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.8.0a220722.tar.gz.

File metadata

  • Download URL: dask-cuda-22.8.0a220722.tar.gz
  • Upload date:
  • Size: 86.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.7

File hashes

Hashes for dask-cuda-22.8.0a220722.tar.gz
Algorithm Hash digest
SHA256 5a8e82e63034861adb282b513c648d080c0ec582090eaf80fa86a73194005c4b
MD5 7531502ae91ff569cb558f8e8ec91534
BLAKE2b-256 dc58094bdba92faf4eca451fdbf33dad24d5a13858dd154e609e2ba4c15e37c9

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.8.0a220722-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.8.0a220722-py3-none-any.whl
Algorithm Hash digest
SHA256 dc61b8a43dc4b94aac9e308ec4c2172016b8a6cb03f398de12548403384ad0c6
MD5 2ffaf83f1ec5b35b8e677e2a99951dc5
BLAKE2b-256 3b828703c26b84ad4e42bef4600f9d3595d8273f8d375b3b5cc576362e7abdba

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