Skip to main content

Utilities for Dask and CUDA interactions

Project description

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)

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..

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-0.14.0a200429.tar.gz (26.2 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.14.0a200429-py3-none-any.whl (35.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.14.0a200429.tar.gz.

File metadata

  • Download URL: dask-cuda-0.14.0a200429.tar.gz
  • Upload date:
  • Size: 26.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3.post20200325 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.7.6

File hashes

Hashes for dask-cuda-0.14.0a200429.tar.gz
Algorithm Hash digest
SHA256 5e7f2f49da61d6b624f39219e065e3fce281d42610f9c7e71915be56db3ede87
MD5 cae835053847137eca4f88d315306f51
BLAKE2b-256 966b3cacf9caeb539fa2393fb88c2cf44c4b72ca2d5b4cbae815f5bc290a083d

See more details on using hashes here.

File details

Details for the file dask_cuda-0.14.0a200429-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.14.0a200429-py3-none-any.whl
  • Upload date:
  • Size: 35.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3.post20200325 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.7.6

File hashes

Hashes for dask_cuda-0.14.0a200429-py3-none-any.whl
Algorithm Hash digest
SHA256 53b748d7d11bbf1b39c00de2917aa10caa6280a47bc1f36e1a38a2534f31f444
MD5 1ede22ce2c0b2e967358ad2c17ea85a8
BLAKE2b-256 2f12b78c9cb6a7be103d6aadcd442439cc20666eafad5116df293b30c808d3f4

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