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-22.12.0a221021.tar.gz (84.7 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.12.0a221021-py3-none-any.whl (84.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.12.0a221021.tar.gz.

File metadata

  • Download URL: dask-cuda-22.12.0a221021.tar.gz
  • Upload date:
  • Size: 84.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.13

File hashes

Hashes for dask-cuda-22.12.0a221021.tar.gz
Algorithm Hash digest
SHA256 7bd66286f92bc11aa995e1d6ba4224019da04f2fad9dc29729f63168a04cd07b
MD5 240163bd25d66c0e9244cf756d98a8f9
BLAKE2b-256 46bc738c2b6ec518e78be5128b0dc859fa89fea0140875334beab3f72edee5c2

See more details on using hashes here.

File details

Details for the file dask_cuda-22.12.0a221021-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.12.0a221021-py3-none-any.whl
Algorithm Hash digest
SHA256 b267f353fdefa3c812acc07f7b5fadbaaa174969f37b52ae9f905e89c90f0f9d
MD5 2c21754c4ea9d3a176b5a72e5f18a1f5
BLAKE2b-256 1af6ec738f3120c30a80942ed20ebb7de1b54d02d5e0a6664800beabd5926e98

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