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-0.14.0a200403.tar.gz (25.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.14.0a200403-py3-none-any.whl (35.0 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.14.0a200403.tar.gz.

File metadata

  • Download URL: dask-cuda-0.14.0a200403.tar.gz
  • Upload date:
  • Size: 25.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/45.2.0.post20200209 requests-toolbelt/0.9.1 tqdm/4.43.0 CPython/3.6.10

File hashes

Hashes for dask-cuda-0.14.0a200403.tar.gz
Algorithm Hash digest
SHA256 e6df873c61028c90fb74f2fa83d57e243b3d666b483e4986c7c28f663147dae3
MD5 e1165d467d00b1fd316d731a62c00557
BLAKE2b-256 ed5097c553af47e4020170e960525ce5de9340de6a97f2b7837908b130f0c50b

See more details on using hashes here.

File details

Details for the file dask_cuda-0.14.0a200403-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.14.0a200403-py3-none-any.whl
  • Upload date:
  • Size: 35.0 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/45.2.0.post20200209 requests-toolbelt/0.9.1 tqdm/4.43.0 CPython/3.6.10

File hashes

Hashes for dask_cuda-0.14.0a200403-py3-none-any.whl
Algorithm Hash digest
SHA256 bd8d7bc6bf3f8672dc77c0981aaed2c90b67cf3bd561630c8771f5a2b0235a28
MD5 22e4649ed2b9d4645ae8f4331f820d42
BLAKE2b-256 9c8c8841f67ce695135a19742ca117d027dd14a5a28502abc952a85e7e153c93

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