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-23.4.0a230227.tar.gz (100.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-23.4.0a230227-py3-none-any.whl (123.9 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-23.4.0a230227.tar.gz.

File metadata

  • Download URL: dask-cuda-23.4.0a230227.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-23.4.0a230227.tar.gz
Algorithm Hash digest
SHA256 e3d1522ab3b149dbfb7bfff22f18b8355d54810385d35884f432ef89ceafe688
MD5 e533ce670c09e30eca0e0f35696eb3f0
BLAKE2b-256 80f74cf2cd8ed88f8d1e068baed077ee474611337b7423269a5355c358adee1d

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-23.4.0a230227-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-23.4.0a230227-py3-none-any.whl
Algorithm Hash digest
SHA256 a27fb0c74015db98831e06e3091c7ba316b9e80106a920571580b28ae19a33c2
MD5 d141dc741873ae22b5b8b272599b6ed2
BLAKE2b-256 db42bf0bfbca588af725cc339090ade1d98f82c52a9450cd5d24e8d2fafc1738

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