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-0.14.0a200506.tar.gz (24.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.14.0a200506-py3-none-any.whl (34.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.14.0a200506.tar.gz.

File metadata

  • Download URL: dask-cuda-0.14.0a200506.tar.gz
  • Upload date:
  • Size: 24.4 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/3.6.10

File hashes

Hashes for dask-cuda-0.14.0a200506.tar.gz
Algorithm Hash digest
SHA256 a85ec2629da85cd232b1a4b4b4eaa23bee2ed781d79cbc7a0d5b2d06cc971142
MD5 0b671dd5f724ad0d61da974326ef7ef3
BLAKE2b-256 8b22ff201593099da82bedfd39349935e74ea12de80dc62131f0135e8066fc6a

See more details on using hashes here.

File details

Details for the file dask_cuda-0.14.0a200506-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.14.0a200506-py3-none-any.whl
  • Upload date:
  • Size: 34.5 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/3.6.10

File hashes

Hashes for dask_cuda-0.14.0a200506-py3-none-any.whl
Algorithm Hash digest
SHA256 9d057cd4e783340ee88db3ca85975910be57a8ab4f00e2a39aa3a6476e0fc472
MD5 88851e6caae42793ac3df0e9ddbe989f
BLAKE2b-256 2e504062b3a27cdd6c79bbe065e7d38b9e1bb02e476cde3b530ce73386b9ae06

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