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-21.8.0a211006.tar.gz (74.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.8.0a211006-py3-none-any.whl (72.3 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.8.0a211006.tar.gz.

File metadata

  • Download URL: dask-cuda-21.8.0a211006.tar.gz
  • Upload date:
  • Size: 74.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.6.4 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.2 CPython/3.8.10

File hashes

Hashes for dask-cuda-21.8.0a211006.tar.gz
Algorithm Hash digest
SHA256 db35bdb901d7fff65f8aea005ec94ed759df39d46e6ccde0b002b3019a7dda3f
MD5 10949e33984b4267fc576426822482f3
BLAKE2b-256 a4fa57796d9b346ab71eba8573a6aa50b2450ad51b17cbf2d462215b75016f53

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-21.8.0a211006-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.8.0a211006-py3-none-any.whl
  • Upload date:
  • Size: 72.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.6.4 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.2 CPython/3.8.10

File hashes

Hashes for dask_cuda-21.8.0a211006-py3-none-any.whl
Algorithm Hash digest
SHA256 f1ebf20e53aaa7d89e0297d90cafc5944b10f5fcecc52d72bf8f8ebb2e94cb2a
MD5 bca8ff4d5717d40472882d29c4f08b86
BLAKE2b-256 f173139496fe40676a8ffc07124aeceb819e210f50eab49d0e9d81866f2a5e01

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