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-22.10.0a221001.tar.gz (82.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.10.0a221001-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.10.0a221001.tar.gz.

File metadata

  • Download URL: dask-cuda-22.10.0a221001.tar.gz
  • Upload date:
  • Size: 82.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.13

File hashes

Hashes for dask-cuda-22.10.0a221001.tar.gz
Algorithm Hash digest
SHA256 ba3db2d25106f8c65d2104debae8c5667ad47d5569e150a400a73b51db8651c4
MD5 d4198281d9286cc3d17ba033cb5a8c7e
BLAKE2b-256 dc92154d4d82920f859cc7f494d54070a7d4d69ccfeaa73ed7d8edc6339eb53e

See more details on using hashes here.

File details

Details for the file dask_cuda-22.10.0a221001-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.10.0a221001-py3-none-any.whl
Algorithm Hash digest
SHA256 5371fbca34d3189f44bcefa6f6d23f08397390cdbf0f207067e0c49793507141
MD5 8e478894eec84aafa1f85dfa605e5158
BLAKE2b-256 8eacea4628a728d7ac00ab38105a60d40bbe9b00fe9af1b82a4f4d87e9c4912b

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