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-21.10.0a210906.tar.gz (76.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.10.0a210906-py3-none-any.whl (74.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.10.0a210906.tar.gz.

File metadata

  • Download URL: dask-cuda-21.10.0a210906.tar.gz
  • Upload date:
  • Size: 76.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.2 CPython/3.8.10

File hashes

Hashes for dask-cuda-21.10.0a210906.tar.gz
Algorithm Hash digest
SHA256 249670200cca52bc586debd0ccc8011ea66bbe81cdbf499ac7aabe7b44a85987
MD5 1cf5b3cfdd423ba8b092108d86306993
BLAKE2b-256 c2106feb765822ae0572e8eba99348041be681c5769536fea85195fad5359e5f

See more details on using hashes here.

File details

Details for the file dask_cuda-21.10.0a210906-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.10.0a210906-py3-none-any.whl
  • Upload date:
  • Size: 74.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.2 CPython/3.8.10

File hashes

Hashes for dask_cuda-21.10.0a210906-py3-none-any.whl
Algorithm Hash digest
SHA256 546db5fafa87da02095503477e4e93ca32a75f8766d8bd39ddd4120b8f54983e
MD5 f4a200ebe0369cf09c23cdbe6b61d0c1
BLAKE2b-256 b2ba631ce77a962f3275e67d10005bddeb4cbbc935983bac441cca0d7fae8012

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