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-0.16.0a200906.tar.gz (34.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.16.0a200906-py3-none-any.whl (45.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.16.0a200906.tar.gz.

File metadata

  • Download URL: dask-cuda-0.16.0a200906.tar.gz
  • Upload date:
  • Size: 34.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0.post20200814 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.5

File hashes

Hashes for dask-cuda-0.16.0a200906.tar.gz
Algorithm Hash digest
SHA256 ceb96787ac67227159e6cadd66392d43870a3fce459173d4a80842436fe36579
MD5 7272f00b7da24317070ed392862aff07
BLAKE2b-256 2da530e2d7abd49db6b1be0a8eb60939383b7ae463d47cc518fdb0131fd133d0

See more details on using hashes here.

File details

Details for the file dask_cuda-0.16.0a200906-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.16.0a200906-py3-none-any.whl
  • Upload date:
  • Size: 45.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0.post20200814 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.5

File hashes

Hashes for dask_cuda-0.16.0a200906-py3-none-any.whl
Algorithm Hash digest
SHA256 cb4d196c9fc83eef320028b71da0307b8ace101cf6a7bc73a1997aa9e90f4005
MD5 bc9879d68d6537df06ab3a9c14f99076
BLAKE2b-256 59817df29a855bd7d3efcfcefa2acdc7043dee509061935a2494f46a2daf1c6f

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