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-23.8.0a230812.tar.gz (98.6 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.8.0a230812-py3-none-any.whl (122.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.8.0a230812.tar.gz.

File metadata

  • Download URL: dask-cuda-23.8.0a230812.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-23.8.0a230812.tar.gz
Algorithm Hash digest
SHA256 91c4a67444aef87738005ba2b843c37e4a43ae9704912ee91f7945690c085601
MD5 50f43ff3fa55d73badfaf71c0f881f55
BLAKE2b-256 8648a4cab6bff73699364d97672dc82ca9f853481d320b4b53a55936881d86f9

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-23.8.0a230812-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.8.0a230812-py3-none-any.whl
Algorithm Hash digest
SHA256 a5e972260af472f1d756420d376b98e0a9d236fb23603a1ddbac92e5d8741397
MD5 2e911dc531370a9a0c4d10331548f262
BLAKE2b-256 aaf329a24a5c00596cf21a967bf240174f63c11e97f83f8a62e3f66f9d2ec317

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