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-0.19.0a210405.tar.gz (68.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.19.0a210405-py3-none-any.whl (70.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.19.0a210405.tar.gz.

File metadata

  • Download URL: dask-cuda-0.19.0a210405.tar.gz
  • Upload date:
  • Size: 68.9 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/4.59.0 CPython/3.8.8

File hashes

Hashes for dask-cuda-0.19.0a210405.tar.gz
Algorithm Hash digest
SHA256 06120c4b8774b061e60e97a3a3dc71f5430911d25fa6298bc9c00e5a90fce856
MD5 6a0cbf79f39fbc921f6b29a0e48eeb2a
BLAKE2b-256 7c2343a9d3052f51ae93a215a40dd77fa8d3c2ab035497b2a333cf72081f1025

See more details on using hashes here.

File details

Details for the file dask_cuda-0.19.0a210405-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.19.0a210405-py3-none-any.whl
  • Upload date:
  • Size: 70.5 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/4.59.0 CPython/3.8.8

File hashes

Hashes for dask_cuda-0.19.0a210405-py3-none-any.whl
Algorithm Hash digest
SHA256 2431cbe26d29e28f13bb3210635b1084e0a53e75b8061e0a925c3489f129ef75
MD5 3179d112b91a4a381d629c1d862812de
BLAKE2b-256 3207ea42befa07da791c84201813b3afd50b4e9385b848c434b97b4b375727bc

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