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-21.8.0a210821.tar.gz (74.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.8.0a210821-py3-none-any.whl (72.3 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.8.0a210821.tar.gz.

File metadata

  • Download URL: dask-cuda-21.8.0a210821.tar.gz
  • Upload date:
  • Size: 74.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.6.4 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.1 CPython/3.8.10

File hashes

Hashes for dask-cuda-21.8.0a210821.tar.gz
Algorithm Hash digest
SHA256 369ac5e85ec4fac47eeafed90db889755aed6a3ba0cd3b7b75f0aea71e9b3f7b
MD5 7c1bae04d3062283b5d38b284da9a1fd
BLAKE2b-256 c530fe2840f09d93073c3288b96988675c5c7fa33271b33e80e31f9fd0d8609e

See more details on using hashes here.

File details

Details for the file dask_cuda-21.8.0a210821-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.8.0a210821-py3-none-any.whl
  • Upload date:
  • Size: 72.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.6.4 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.1 CPython/3.8.10

File hashes

Hashes for dask_cuda-21.8.0a210821-py3-none-any.whl
Algorithm Hash digest
SHA256 a1d5f193fcc41512b06d101e9e3aa826610196d85e88663f6b5e297c10969457
MD5 9a2473e232bf3293263a497ef9513247
BLAKE2b-256 e4fd08ecb30dc5dd456bb1e8916bf733e70b14a98bfc8e097ab15ae7981ca42f

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