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-21.12.0a211011.tar.gz (80.2 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.12.0a211011-py3-none-any.whl (78.9 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.12.0a211011.tar.gz.

File metadata

  • Download URL: dask-cuda-21.12.0a211011.tar.gz
  • Upload date:
  • Size: 80.2 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/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-21.12.0a211011.tar.gz
Algorithm Hash digest
SHA256 bf0d6ee14b676d2d40b9b43a128e2dea936c239105674d374da8f0564e2ec0aa
MD5 d28de5ae0781536a905061cb1a6d301b
BLAKE2b-256 19bef46a772f8498d79fb04d131fd6827a86b8a38e27f387c79b2d3c4d3ac020

See more details on using hashes here.

File details

Details for the file dask_cuda-21.12.0a211011-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.12.0a211011-py3-none-any.whl
  • Upload date:
  • Size: 78.9 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/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-21.12.0a211011-py3-none-any.whl
Algorithm Hash digest
SHA256 441c731e7ac4c58d61b5e87106cb455b2fc78afb067e39abddc730fe3f3b7bf8
MD5 a8b7efe3abcdab8d2b25d5d80bc93a06
BLAKE2b-256 a79c9f9b71c58fbfc517f3f604df4efc2e8f3aac4bbd7b26a1dd42e86abb0632

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