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-0.14.0a200411.tar.gz (26.3 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.14.0a200411-py3-none-any.whl (35.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.14.0a200411.tar.gz.

File metadata

  • Download URL: dask-cuda-0.14.0a200411.tar.gz
  • Upload date:
  • Size: 26.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3.post20200325 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.10

File hashes

Hashes for dask-cuda-0.14.0a200411.tar.gz
Algorithm Hash digest
SHA256 4128664ff0b411950ff03d8c1ac39eef62673d89e586b3f39ba647618dd02803
MD5 2036e7baabeb767f3f637f40f968d4b4
BLAKE2b-256 1287ade40d1b14731c7eca457711569ef005864b5ec8525081f04036fb5c1b86

See more details on using hashes here.

File details

Details for the file dask_cuda-0.14.0a200411-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.14.0a200411-py3-none-any.whl
  • Upload date:
  • Size: 35.0 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/46.1.3.post20200325 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.10

File hashes

Hashes for dask_cuda-0.14.0a200411-py3-none-any.whl
Algorithm Hash digest
SHA256 6aa04afcef7ddb412ff1d0acd50e784a33c619cccc575ad556a284228c45c824
MD5 50f457505d0f918195492d47ea0c6e30
BLAKE2b-256 357f6109f881825aa03dd47617722678b2b42fd952317f3f381c19eb8a54bdab

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