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-23.4.0a230215.tar.gz (100.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.4.0a230215-py3-none-any.whl (123.9 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.4.0a230215.tar.gz.

File metadata

  • Download URL: dask-cuda-23.4.0a230215.tar.gz
  • Upload date:
  • Size: 100.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.11.2

File hashes

Hashes for dask-cuda-23.4.0a230215.tar.gz
Algorithm Hash digest
SHA256 fba0a94e6a9b837b8e73b7e42628c15b329d012e9bd91a2f923a2d37044a53a9
MD5 bd19fadd5572b9171206928bdcf4c90f
BLAKE2b-256 89bd02957e8d28a9e5ea8ce16ae5620e50f8e229f2649baf29199c54f94b5bbf

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-23.4.0a230215-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.4.0a230215-py3-none-any.whl
Algorithm Hash digest
SHA256 8c6e77f5542f00c7aa58cd158483b29e9d93d21be8800d71d88c6a4ba8c4dce9
MD5 35edafe88132e912a8891f654fa3414d
BLAKE2b-256 74a893239d1a9877f2315580570f414a1be4e2e14d73488d53bdb8bbe75c3acd

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