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-22.6.0a220411.tar.gz (83.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.6.0a220411-py3-none-any.whl (82.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.6.0a220411.tar.gz.

File metadata

  • Download URL: dask-cuda-22.6.0a220411.tar.gz
  • Upload date:
  • Size: 83.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 CPython/3.8.10

File hashes

Hashes for dask-cuda-22.6.0a220411.tar.gz
Algorithm Hash digest
SHA256 9760f9ed36c1253034ffa7ddb977fe4f98d945f68378d5575befc93d7675bfca
MD5 132f90a8dd0fc0112dcbf04a0c5bc274
BLAKE2b-256 e5ac88461d39354833fd12742f29536e81c6f187db9dbc3867215753a7d82ff1

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.6.0a220411-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.6.0a220411-py3-none-any.whl
Algorithm Hash digest
SHA256 6146a1595e169334786ad835a8f85af23dea322208ceb2add8480a11ea0d1214
MD5 877e72f065b3d7ffb7a8c79040de2fee
BLAKE2b-256 363d5f752cfc944b02e702c28397f5422736faafb6cf84d33454016923ffe152

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