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-0.19.0a210525.tar.gz (70.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.19.0a210525-py3-none-any.whl (71.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.19.0a210525.tar.gz.

File metadata

  • Download URL: dask-cuda-0.19.0a210525.tar.gz
  • Upload date:
  • Size: 70.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.0.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.8

File hashes

Hashes for dask-cuda-0.19.0a210525.tar.gz
Algorithm Hash digest
SHA256 0a528e12cce1a9515d54b9b98903e17dc56e8ae4bcf3077150c50274a05f7406
MD5 30187e4f984fb7dff363a2f391e4e0da
BLAKE2b-256 9d2bbc1ff0d9d1715a4311166bbcb99bbf7ded48787054e19a7cb177f62ce752

See more details on using hashes here.

File details

Details for the file dask_cuda-0.19.0a210525-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.19.0a210525-py3-none-any.whl
  • Upload date:
  • Size: 71.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.0.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.8

File hashes

Hashes for dask_cuda-0.19.0a210525-py3-none-any.whl
Algorithm Hash digest
SHA256 ae67d146213604559936b97f647d9b5c1d33d2c7070a6232d7c5ecb4a970a2c6
MD5 21474a444850a9675bc12c24345c9b44
BLAKE2b-256 ad41b9d0793ed4476967faaea19be176a0327b9d9d4fa40fc9dba2afad0e75ef

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