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-22.8.0a220710.tar.gz (86.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.8.0a220710-py3-none-any.whl (83.6 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.8.0a220710.tar.gz.

File metadata

  • Download URL: dask-cuda-22.8.0a220710.tar.gz
  • Upload date:
  • Size: 86.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.10

File hashes

Hashes for dask-cuda-22.8.0a220710.tar.gz
Algorithm Hash digest
SHA256 7fd94ca9cc104b69203d31c9b1d456ac1775e24c45053faf21746d39edc46d97
MD5 2c4db2644ed4eda9ea61d77fa3a2a573
BLAKE2b-256 df9bb8c9db22ecc85887123345c347ae6a973df84b37d09d247f96fea347db14

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.8.0a220710-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.8.0a220710-py3-none-any.whl
Algorithm Hash digest
SHA256 6e23a208ebd8aa90d8b05be426fdf73881f20546b0b443e744b9def839349534
MD5 f015a5441009f4a0ce698c1f5271a203
BLAKE2b-256 24100ebeb078a8929713e6b3389e8d5b59fc9c66a3870cbabd3d34f754d32a96

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