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-22.2.0a220121.tar.gz (82.3 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.2.0a220121-py3-none-any.whl (82.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.2.0a220121.tar.gz.

File metadata

  • Download URL: dask-cuda-22.2.0a220121.tar.gz
  • Upload date:
  • Size: 82.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.1 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.7.12

File hashes

Hashes for dask-cuda-22.2.0a220121.tar.gz
Algorithm Hash digest
SHA256 382de5e060cf9c55f44726c51190783eb9be2b146fe90689f532b6c024d5fd05
MD5 69a2d869cb2762261082b31d2a9a4110
BLAKE2b-256 86a357dd8a6b4270afe34f21c4431050374f86dc2b56288c88f6310d0f650246

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.2.0a220121-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.2.0a220121-py3-none-any.whl
  • Upload date:
  • Size: 82.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.1 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.7.12

File hashes

Hashes for dask_cuda-22.2.0a220121-py3-none-any.whl
Algorithm Hash digest
SHA256 29a496b8aff7f91f42ad66b78b938786e1c2a818b0aaf4eef424ec8279f7fd8f
MD5 bb3d0cca22bedf7886fd625efaa47200
BLAKE2b-256 03b4f57592663fc13d884f2eb1348ff460563a1c0a1fc3d4a4a682eed04c5388

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