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-22.8.0a220810.tar.gz (81.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.8.0a220810-py3-none-any.whl (78.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.8.0a220810.tar.gz.

File metadata

  • Download URL: dask-cuda-22.8.0a220810.tar.gz
  • Upload date:
  • Size: 81.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.8.13

File hashes

Hashes for dask-cuda-22.8.0a220810.tar.gz
Algorithm Hash digest
SHA256 8ccd8cf35a9d7ac22258e8a0900557dd295908902e0be658405de3528188351d
MD5 d395cab79c8a1abc56c465857d5449ee
BLAKE2b-256 151d4ad870c5b5d8e3674a1d760fb1e22dbc665e839f43b3a444720c360970ac

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.8.0a220810-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.8.0a220810-py3-none-any.whl
Algorithm Hash digest
SHA256 f62d0e869ed57cd7bfd5c29054f824312b4c44bd731c2ed9ea14007775db122d
MD5 6e7a89b368898a325a9d6035d11ea4f7
BLAKE2b-256 bfe28982d9cd00a57a2c61dcf9be663b7b55d792533d4c90e6b939e31d42887d

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