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-22.4.0a220122.tar.gz (83.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.4.0a220122-py3-none-any.whl (82.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.4.0a220122.tar.gz.

File metadata

  • Download URL: dask-cuda-22.4.0a220122.tar.gz
  • Upload date:
  • Size: 83.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.1 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-22.4.0a220122.tar.gz
Algorithm Hash digest
SHA256 a7fbb0134e6aac1283b0df02318efc410142bc93f9257574cd579198f8088d64
MD5 b3a3810498640b541fb652ee785660b6
BLAKE2b-256 12bf1c3bd2205d89cef8a3eb5bfec10a556a05a330e42f93822416df758b28c2

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.4.0a220122-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.4.0a220122-py3-none-any.whl
  • Upload date:
  • Size: 82.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.1 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-22.4.0a220122-py3-none-any.whl
Algorithm Hash digest
SHA256 dd9b4a9d912b20a242fead763e9d52e2b28c74f90f1d33ba750845a0f7f057cf
MD5 d66c36c177f341efc4bb5438871188b4
BLAKE2b-256 599aee45828e805d719f9eaf627d975f1c33b414011e626a0741653f7791c55b

See more details on using hashes here.

Provenance

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