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-0.20.0a210427.tar.gz (75.3 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.20.0a210427-py3-none-any.whl (73.4 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.20.0a210427.tar.gz.

File metadata

  • Download URL: dask-cuda-0.20.0a210427.tar.gz
  • Upload date:
  • Size: 75.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.0.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.8

File hashes

Hashes for dask-cuda-0.20.0a210427.tar.gz
Algorithm Hash digest
SHA256 1d39e14db5f27b8853175f77b82581aac01e5da640798d44fdd5ff79bc975c5f
MD5 56d596aefcb56a3a7effcda194ae26a3
BLAKE2b-256 cb2571c2e2502af6f54cd81b0a6b3666d8e78ef7f751951ada32ef1f547c7321

See more details on using hashes here.

File details

Details for the file dask_cuda-0.20.0a210427-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.20.0a210427-py3-none-any.whl
  • Upload date:
  • Size: 73.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.0.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.8

File hashes

Hashes for dask_cuda-0.20.0a210427-py3-none-any.whl
Algorithm Hash digest
SHA256 a23b75b75d8e2de4b78c87b22df93b8a0c6e0a91b623eb62960f892a61045b9c
MD5 336aa0238c46cf299affa8c9c563a50d
BLAKE2b-256 4c525a88309828a3433bd8b6cd55a35ab97a8ca268168ce66957e0a05adb6f0d

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