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-22.12.0a221116.tar.gz (85.7 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.12.0a221116-py3-none-any.whl (85.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.12.0a221116.tar.gz.

File metadata

  • Download URL: dask-cuda-22.12.0a221116.tar.gz
  • Upload date:
  • Size: 85.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.13

File hashes

Hashes for dask-cuda-22.12.0a221116.tar.gz
Algorithm Hash digest
SHA256 7c4bb3bca394b745a868baa155026e5ad43fd2bbbd16c8397c6e912c64638965
MD5 61449090ac143c0b62e6178708a0c23d
BLAKE2b-256 43d99fef4a00bcb73dc70150c06d367352c5b764ed20dea431d115824244ad0b

See more details on using hashes here.

File details

Details for the file dask_cuda-22.12.0a221116-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.12.0a221116-py3-none-any.whl
Algorithm Hash digest
SHA256 a61bf00f1073d040aef7cbbb68a7753aa54ad566358786028b2c1a9e72db887e
MD5 b7883a79dfab97d6176d353e837b23ac
BLAKE2b-256 85847444e295cb0ee02c5f61a68b732430cc6b580a633bd26777856abca9593b

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