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-0.19.0a210203.tar.gz (62.2 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.19.0a210203-py3-none-any.whl (64.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.19.0a210203.tar.gz.

File metadata

  • Download URL: dask-cuda-0.19.0a210203.tar.gz
  • Upload date:
  • Size: 62.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/49.6.0.post20210108 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.7.9

File hashes

Hashes for dask-cuda-0.19.0a210203.tar.gz
Algorithm Hash digest
SHA256 88c351f51cf816fa196ca9c6f929f7f62d2f8671d44011517bd843303846851d
MD5 af608a7e65be031fc318d6c2004f17a8
BLAKE2b-256 a0186ccfac407e1bc91685b9f6c143bf27e2ee86423aa99aa18797cc52ba02a9

See more details on using hashes here.

File details

Details for the file dask_cuda-0.19.0a210203-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.19.0a210203-py3-none-any.whl
  • Upload date:
  • Size: 64.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/49.6.0.post20210108 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.7.9

File hashes

Hashes for dask_cuda-0.19.0a210203-py3-none-any.whl
Algorithm Hash digest
SHA256 ef8bef6ff45f6874f119cf2611b74386c4d32e99c82e372cf84fe3fca8158a20
MD5 98caf298b9ec2d60e78975fdb135803c
BLAKE2b-256 256db7f97df7c4ff76a5932803308d2eafa7cb7c29f14277b6479affee4cd4f4

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