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-22.10.0a220929.tar.gz (82.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a220929-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a220929.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a220929.tar.gz
  • Upload date:
  • Size: 82.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.13

File hashes

Hashes for dask-cuda-22.10.0a220929.tar.gz
Algorithm Hash digest
SHA256 a60d6f1394aaec084d0116a078d227ba7a5da4be6619b7e6b6950f3b443c4a32
MD5 cfe5af47e75d7daee5737238d90e4e22
BLAKE2b-256 c61cbd746dd121b95f88606e1d1e1a7a81b5604e743aaaa0ac5c9075c7165213

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a220929-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a220929-py3-none-any.whl
Algorithm Hash digest
SHA256 80ac245271a1f151a50b236939f00f93dedb8ae573cfdaf23e8c878a5f139b79
MD5 df9f2a3d2da2f9c88455cdb19d5fe77c
BLAKE2b-256 14f60a93c769ac7cb757ec05a79b4dd5354b4cfd74c8e3c9a5d52978d8973f2d

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