Skip to main content

Utilities for Dask and CUDA interactions

Project description

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-23.10.0a230727.tar.gz (98.6 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.10.0a230727-py3-none-any.whl (122.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.10.0a230727.tar.gz.

File metadata

  • Download URL: dask-cuda-23.10.0a230727.tar.gz
  • Upload date:
  • Size: 98.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.4

File hashes

Hashes for dask-cuda-23.10.0a230727.tar.gz
Algorithm Hash digest
SHA256 52fc7bc91cc43c0288806122f984c33b8bef63920f8fc3061570ca447481001a
MD5 09cd21572a7f20024aedcc9fc0380e4e
BLAKE2b-256 c4068cc819220859b776185f23f2f5fa17f3fbd9924ddb7ffb192489acc2e0b5

See more details on using hashes here.

File details

Details for the file dask_cuda-23.10.0a230727-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.10.0a230727-py3-none-any.whl
Algorithm Hash digest
SHA256 0393080a6d4e0b04bf49d23a4d260b3b2e7cc6ea51f5105a71e34fc69cc2629e
MD5 2789c11e0bd5c13d28068a2586a5bc33
BLAKE2b-256 bf5cd8a58eb2a341c9b30bf1f716db96182ee772ca4e3c2fb359a3bdfc3eecbd

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