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-21.12.0a211208.tar.gz (81.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.12.0a211208-py3-none-any.whl (80.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.12.0a211208.tar.gz.

File metadata

  • Download URL: dask-cuda-21.12.0a211208.tar.gz
  • Upload date:
  • Size: 81.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.2 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-21.12.0a211208.tar.gz
Algorithm Hash digest
SHA256 aa4d61fd3efb5fb2f8920680fab46b18cd343493e8113b3779580c681a5e00d3
MD5 7014b7a626892dd7d2bc8c5b48d1a247
BLAKE2b-256 01124188dc12311d1ba8b3ccf5fd1c6831e4f33bb9ea9c723cc25896ca8f444a

See more details on using hashes here.

File details

Details for the file dask_cuda-21.12.0a211208-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.12.0a211208-py3-none-any.whl
  • Upload date:
  • Size: 80.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.2 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-21.12.0a211208-py3-none-any.whl
Algorithm Hash digest
SHA256 fbce35a8cb2657e9dcee4a8baebff1b6453f34de6058daad4d5ff35c46374cb9
MD5 8bad0535dc1d2a92e9b0885a01b4d805
BLAKE2b-256 1d656fdc7ff2378d907bd6dacfee4bf988d17d5d9b96e30b409a627065737ff0

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