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-0.19.0a210225.tar.gz (67.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.19.0a210225-py3-none-any.whl (68.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.19.0a210225.tar.gz.

File metadata

  • Download URL: dask-cuda-0.19.0a210225.tar.gz
  • Upload date:
  • Size: 67.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/49.6.0.post20210108 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.8

File hashes

Hashes for dask-cuda-0.19.0a210225.tar.gz
Algorithm Hash digest
SHA256 f460d3a87e1fde212fa217a3aa84acd68562b1a7e347fe7865c2bc5b1b092d04
MD5 d7ef1307272bf5f503bdba68e090f39c
BLAKE2b-256 1b015d15dde2f13efc5bb2720dd5d20345dbb247ea66bfbd62c678784519b7fa

See more details on using hashes here.

File details

Details for the file dask_cuda-0.19.0a210225-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.19.0a210225-py3-none-any.whl
  • Upload date:
  • Size: 68.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/49.6.0.post20210108 requests-toolbelt/0.9.1 tqdm/4.57.0 CPython/3.8.8

File hashes

Hashes for dask_cuda-0.19.0a210225-py3-none-any.whl
Algorithm Hash digest
SHA256 3ddb355e1fa04ac3a76a35fbc44c52aa5f7a90db6ba11eb68967098b21a6eeb5
MD5 80cd09a7f928bd2c1b9857ccc4597d33
BLAKE2b-256 8673d49e0d076b08acea186ea02f3bedc0bf67cd239de30c9aa627c269e715e8

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