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-22.8.0a220816.tar.gz (82.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.8.0a220816-py3-none-any.whl (78.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.8.0a220816.tar.gz.

File metadata

  • Download URL: dask-cuda-22.8.0a220816.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-22.8.0a220816.tar.gz
Algorithm Hash digest
SHA256 e8a61bb4710e094a084aca3df5df2a23fd82cff51d26b046fd65d527e6a917a4
MD5 7f052b9fa21a09f1a2cfa6355b2092ac
BLAKE2b-256 a1295029e1238100aa25b46bfe9987e2b8342a0c747d259552e51d1d6e607cc0

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.8.0a220816-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.8.0a220816-py3-none-any.whl
Algorithm Hash digest
SHA256 b62a1d74926240bfc1d31342c70aabaafb70d71dea98a0912b225c21ed816726
MD5 bc5b80eba782ba0396b7c50f69efb96f
BLAKE2b-256 957a680a22ac9ca1f716019132aec1bd5c52652cd2090b98763ca78855255def

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