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-0.17.0a201113.tar.gz (35.7 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.17.0a201113-py3-none-any.whl (50.3 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.17.0a201113.tar.gz.

File metadata

  • Download URL: dask-cuda-0.17.0a201113.tar.gz
  • Upload date:
  • Size: 35.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.7.8

File hashes

Hashes for dask-cuda-0.17.0a201113.tar.gz
Algorithm Hash digest
SHA256 ba75e427acaa3c3b912a28b45a12917eb268516994d7f46693472859c68bb38a
MD5 e020bd9dbbf124e35b7065229b4fc5ff
BLAKE2b-256 e60932c84b929182279be8698da92dbe618db73bfd1c80caa2ec3dbd91e3c10f

See more details on using hashes here.

File details

Details for the file dask_cuda-0.17.0a201113-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.17.0a201113-py3-none-any.whl
  • Upload date:
  • Size: 50.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.7.8

File hashes

Hashes for dask_cuda-0.17.0a201113-py3-none-any.whl
Algorithm Hash digest
SHA256 91c21a6f04a1273be48c06486fe45926a2a51e4d712ac9d9e32493ac4f7ad434
MD5 5d7034c7a2533f6a49df8b456f6a3254
BLAKE2b-256 e056723543c90e58096f97873c25615415b308b4f131458d468f8caaee7907d8

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