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-0.18.0a201214.tar.gz (57.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.18.0a201214-py3-none-any.whl (55.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.18.0a201214.tar.gz.

File metadata

  • Download URL: dask-cuda-0.18.0a201214.tar.gz
  • Upload date:
  • Size: 57.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.54.1 CPython/3.8.6

File hashes

Hashes for dask-cuda-0.18.0a201214.tar.gz
Algorithm Hash digest
SHA256 728bf99bcce4911aff5c5320c5898148754ff5154a5c22bf863d380930cc92f1
MD5 b9f24d175443b7e0fb384dcfc44460b5
BLAKE2b-256 f81b8cb29a4a1c46ae59ad8ac09c9b15f2d74b24e52851ac344fc9237f5c4d47

See more details on using hashes here.

File details

Details for the file dask_cuda-0.18.0a201214-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.18.0a201214-py3-none-any.whl
  • Upload date:
  • Size: 55.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.54.1 CPython/3.8.6

File hashes

Hashes for dask_cuda-0.18.0a201214-py3-none-any.whl
Algorithm Hash digest
SHA256 a2f37b7f942fdc4313454c6819739fd3df7c8817eb7b0a27a41580426842b90f
MD5 4127a6c6fd4d7d931a28a2f1a8b26e85
BLAKE2b-256 e79df81aee2f8e43ff8d1d4371cedaec61a49975edcc3a77437b2a383a733e8c

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