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-0.19.0a210408.tar.gz (70.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.19.0a210408-py3-none-any.whl (71.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.19.0a210408.tar.gz.

File metadata

  • Download URL: dask-cuda-0.19.0a210408.tar.gz
  • Upload date:
  • Size: 70.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/3.10.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.8

File hashes

Hashes for dask-cuda-0.19.0a210408.tar.gz
Algorithm Hash digest
SHA256 e7483cf313e052acb671b50be31ca598a8c5a75b4e98a78e6dfd1e0c4740d6e0
MD5 8fb7bd369fb416bde25de6162678ff9d
BLAKE2b-256 ad8f0f2d4ee52112e0cc0c81886c5b061769a6d8b91bbafc3fdd13370ee36c2e

See more details on using hashes here.

File details

Details for the file dask_cuda-0.19.0a210408-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.19.0a210408-py3-none-any.whl
  • Upload date:
  • Size: 71.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/3.10.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.8

File hashes

Hashes for dask_cuda-0.19.0a210408-py3-none-any.whl
Algorithm Hash digest
SHA256 f5070f09674887b8e6e42228c0ab04f10a108e07c6749abd6efd3eef355a9533
MD5 788418d5369f2eab31886bdec21b5e9c
BLAKE2b-256 cf869e231bf31cad2f0b265d28659622f6394497c29ddd4bc9f946bb6f64ce0e

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