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-22.6.0a220420.tar.gz (82.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.6.0a220420-py3-none-any.whl (81.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.6.0a220420.tar.gz.

File metadata

  • Download URL: dask-cuda-22.6.0a220420.tar.gz
  • Upload date:
  • Size: 82.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 CPython/3.8.10

File hashes

Hashes for dask-cuda-22.6.0a220420.tar.gz
Algorithm Hash digest
SHA256 47210d7bd579ed7ca804a6a6471265931c3bbcad14c4ca30df67761ed5372372
MD5 6fbe78424cf1cd58b70abcde64e61266
BLAKE2b-256 ff90e531ace742268ed1903e05d940846643bd5467d8b0b3a17d2bf46c2e7545

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.6.0a220420-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.6.0a220420-py3-none-any.whl
Algorithm Hash digest
SHA256 35a5eaca5d75c923faa1a20c28ec1af9d3e424aa93f0b73c4650e1e4809e91b9
MD5 f982c931d67d90ba84b5462ac5519f6d
BLAKE2b-256 3bf8d28836e98f56cee64232bf6eb469a97fede38ee5b80edf64d4c4530b0179

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