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-22.10.0a220912.tar.gz (82.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a220912-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a220912.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a220912.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-22.10.0a220912.tar.gz
Algorithm Hash digest
SHA256 775ae411fdce6b8e4ca3536ccfc348ccfcb38593440bbe515ec7b82735900572
MD5 b021bd767e69fae75dcf70bb44628d5d
BLAKE2b-256 248f7a546dcd470d86e79a905145a6d56aa777a283b416d89f64296e960182bc

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a220912-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a220912-py3-none-any.whl
Algorithm Hash digest
SHA256 42ac2452879a043b496ef13812532a5b205074fee157f20e6c795351694e1111
MD5 448f56714dcdaaa882a63061a5562e23
BLAKE2b-256 049ebae8d6a9810f0675b3a047db2c0e645352b078b3ee13d125ba5e026b7c59

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