Skip to main content

Utilities for Dask and CUDA interactions

Project description

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)

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..

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-0.13.0b200316.tar.gz (26.2 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.13.0b200316-py3-none-any.whl (35.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.13.0b200316.tar.gz.

File metadata

  • Download URL: dask-cuda-0.13.0b200316.tar.gz
  • Upload date:
  • Size: 26.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/45.2.0.post20200209 requests-toolbelt/0.9.1 tqdm/4.43.0 CPython/3.7.6

File hashes

Hashes for dask-cuda-0.13.0b200316.tar.gz
Algorithm Hash digest
SHA256 af0c8fba8687e8e1ca119e9f55d957ea22bade57b51cf37e34693a7a06f6391e
MD5 31b06b239695147baeffa9b180321ecc
BLAKE2b-256 02b8002fb0ed83e3307df218a3ec427143f4e68d3f18c2ca1ff7854fd3924034

See more details on using hashes here.

File details

Details for the file dask_cuda-0.13.0b200316-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.13.0b200316-py3-none-any.whl
  • Upload date:
  • Size: 35.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/45.2.0.post20200209 requests-toolbelt/0.9.1 tqdm/4.43.0 CPython/3.7.6

File hashes

Hashes for dask_cuda-0.13.0b200316-py3-none-any.whl
Algorithm Hash digest
SHA256 fbc8d9ab5943f2c72d70d62361b2b8c19586b6a3aae9d164e764c79d26dde4b2
MD5 d24c64ae541039afd0c53b95c5720985
BLAKE2b-256 10bb878df10151735e1fba373094761684e42137b55dc682efd90bc2d5e867bd

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