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-21.6.0a210530.tar.gz (73.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.6.0a210530-py3-none-any.whl (71.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.6.0a210530.tar.gz.

File metadata

  • Download URL: dask-cuda-21.6.0a210530.tar.gz
  • Upload date:
  • Size: 73.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.3.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.61.0 CPython/3.8.10

File hashes

Hashes for dask-cuda-21.6.0a210530.tar.gz
Algorithm Hash digest
SHA256 02fc746d548e3d966383dd8a975e43f0eacae79cc17a3a7f5d5f47ea898d04d0
MD5 3fca81c585d1a79d16c2e93420b7b817
BLAKE2b-256 f1923d615d991d83677c61bf7559470e4c8df8452040a85b5cda1578c07fbd02

See more details on using hashes here.

File details

Details for the file dask_cuda-21.6.0a210530-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.6.0a210530-py3-none-any.whl
  • Upload date:
  • Size: 71.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.3.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.61.0 CPython/3.8.10

File hashes

Hashes for dask_cuda-21.6.0a210530-py3-none-any.whl
Algorithm Hash digest
SHA256 97a010094336ff3b0175040c382a55b67c77f007a9b9cfed2f60e7cdb7ea99c7
MD5 b74c85aa7fa93bbfed23fc419e2c2114
BLAKE2b-256 e413d98b60a9d298c747a728d0d8ba120e56a1346033def55cb776f6daedd9bb

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