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-22.2.0a211227.tar.gz (83.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.2.0a211227-py3-none-any.whl (82.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.2.0a211227.tar.gz.

File metadata

  • Download URL: dask-cuda-22.2.0a211227.tar.gz
  • Upload date:
  • Size: 83.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-22.2.0a211227.tar.gz
Algorithm Hash digest
SHA256 cd2fd09b0d2299650bb01335aadb14f0a920eeb63cf3252ac889f035d1bd0690
MD5 06497fe6ff7508f9462db113a66e00fd
BLAKE2b-256 9abf45ad930e9235cd0d5366573150c8ca7dc1462ec8f7476b734333c4e2b3d3

See more details on using hashes here.

File details

Details for the file dask_cuda-22.2.0a211227-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.2.0a211227-py3-none-any.whl
  • Upload date:
  • Size: 82.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-22.2.0a211227-py3-none-any.whl
Algorithm Hash digest
SHA256 3a1a351b552cdb27eb10f1d3232d19f3d4099f2bd9ef9e894b380d8be03f7290
MD5 fe727aff5499ed5e17e3108f7ef67d59
BLAKE2b-256 4b936efaf31799414bc92848a061ee35ace2723b14ff741a2913b22d3af5d87c

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