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-21.8.0a210915.tar.gz (74.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.8.0a210915-py3-none-any.whl (72.3 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.8.0a210915.tar.gz.

File metadata

  • Download URL: dask-cuda-21.8.0a210915.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/4.62.2 CPython/3.8.10

File hashes

Hashes for dask-cuda-21.8.0a210915.tar.gz
Algorithm Hash digest
SHA256 3892e04fa952e3b74b92a2f86f5fc6e93286c1b2a12a82ea1ebbad5a28426e00
MD5 eeb86c6610e3c3ab42852932e5d2b2e8
BLAKE2b-256 4e3bc9f59044e6b47510f2741720da8f414cd8be201647d5b35dd0fd1ac59781

See more details on using hashes here.

File details

Details for the file dask_cuda-21.8.0a210915-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.8.0a210915-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/4.62.2 CPython/3.8.10

File hashes

Hashes for dask_cuda-21.8.0a210915-py3-none-any.whl
Algorithm Hash digest
SHA256 a726b2d205a1a9b92a379499e8901cc48ecfdaec8fcf32ab16ed222eef0dcd3b
MD5 ad8e4623cdf5701c0e5e5ff626cbcad0
BLAKE2b-256 d9973b1d2a88ed46123c1b486a188e7aedd213e1dc9cb631b5de2300b0b6aced

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