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-22.10.0a220824.tar.gz (82.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a220824-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a220824.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a220824.tar.gz
  • Upload date:
  • Size: 82.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.13

File hashes

Hashes for dask-cuda-22.10.0a220824.tar.gz
Algorithm Hash digest
SHA256 e4501a79a7221fc2e3a60f730b6299eb7ca4f3c333826757f3ed6d99642360bd
MD5 35ee2588b45e313f48fc5fa6b7fd9615
BLAKE2b-256 79125d2b4575f7a3da44946768eac561cd5fdd5814fde6af45896cb805d574ae

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a220824-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a220824-py3-none-any.whl
Algorithm Hash digest
SHA256 4ad052fec69569d1589f0b1ae8b735ef9acbcf6b20273258a7dd18a69f1fd15c
MD5 ff961a62da75cc125144f2ea2fd38ea0
BLAKE2b-256 9f799f27bccedca8a09ca75a28fb3b897c2d532ea956ff6ea8da00f66ad41666

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