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-21.10.0a210915.tar.gz (77.2 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.10.0a210915-py3-none-any.whl (75.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.10.0a210915.tar.gz.

File metadata

  • Download URL: dask-cuda-21.10.0a210915.tar.gz
  • Upload date:
  • Size: 77.2 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-21.10.0a210915.tar.gz
Algorithm Hash digest
SHA256 f3a8202430f74c1525270b77516ae40b158f4e1ed74b2f719b4b246ae96d1bd0
MD5 67257bb59d5fa2a46c19f5fa0bf5bf5d
BLAKE2b-256 18fc269108da162c1a47d101effdf824367e57ed8e522f49d49488742f87f166

See more details on using hashes here.

File details

Details for the file dask_cuda-21.10.0a210915-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.10.0a210915-py3-none-any.whl
  • Upload date:
  • Size: 75.7 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-21.10.0a210915-py3-none-any.whl
Algorithm Hash digest
SHA256 e9e02d00a3ea31543cfb5f2890b2d4a07ee65bc850ab209b0523a52e2928e2bc
MD5 0dc019e9695eb6bb17c97a05708128be
BLAKE2b-256 ce4d3f218ec06bbad761aff0b8abed6b7d0b1489e08a6784c3ea560d4e27e18a

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