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-21.6.0a210622.tar.gz (73.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.6.0a210622-py3-none-any.whl (71.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.6.0a210622.tar.gz.

File metadata

  • Download URL: dask-cuda-21.6.0a210622.tar.gz
  • Upload date:
  • Size: 73.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.61.1 CPython/3.8.10

File hashes

Hashes for dask-cuda-21.6.0a210622.tar.gz
Algorithm Hash digest
SHA256 fd10191eaf11f26dc300e7fe0382d0e113294311399ab37a2a47d5c0d66c6940
MD5 6af6454eb7324a1494222012b37d5f77
BLAKE2b-256 bad5fa69ae54994273027eb39fa1d2220fa5dd00f1bc111a8333e15ef0fc318a

See more details on using hashes here.

File details

Details for the file dask_cuda-21.6.0a210622-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.6.0a210622-py3-none-any.whl
  • Upload date:
  • Size: 71.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.61.1 CPython/3.8.10

File hashes

Hashes for dask_cuda-21.6.0a210622-py3-none-any.whl
Algorithm Hash digest
SHA256 f6649d3fd0bf592ecb28cd27f285aa450e8e622357fddb461ae5c7abe3d0a15d
MD5 800d73bb6b009265af74d66ae93a5d95
BLAKE2b-256 19f8851bca2365cd03a6dea7defd06bc2580180ebb76a41207e0bbf4675aae70

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