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-22.12.0a221008.tar.gz (83.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.12.0a221008-py3-none-any.whl (81.4 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.12.0a221008.tar.gz.

File metadata

  • Download URL: dask-cuda-22.12.0a221008.tar.gz
  • Upload date:
  • Size: 83.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.13

File hashes

Hashes for dask-cuda-22.12.0a221008.tar.gz
Algorithm Hash digest
SHA256 015fecb534ac967b0db5b2967c0f9ee2ae906311ce37692d0e2441d80b5511a2
MD5 b3888ff5d69f36ff0045d87329b0c657
BLAKE2b-256 5715e25581104119f3ef447485255d913c949f56bb7570170e56576416cb3bf0

See more details on using hashes here.

File details

Details for the file dask_cuda-22.12.0a221008-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.12.0a221008-py3-none-any.whl
Algorithm Hash digest
SHA256 0884012d0a2fcfa6b95f7551084e54084b37cef834f645e5f1a762d008ae08ff
MD5 cabba4776c337520a21216ec14816c6e
BLAKE2b-256 02ab480798ed3936807b99f8bb5fc8381b2424fae9f40debd296e18dcfd60e65

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