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-0.18.0a201125.tar.gz (40.8 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.18.0a201125-py3-none-any.whl (54.6 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.18.0a201125.tar.gz.

File metadata

  • Download URL: dask-cuda-0.18.0a201125.tar.gz
  • Upload date:
  • Size: 40.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.53.0 CPython/3.8.6

File hashes

Hashes for dask-cuda-0.18.0a201125.tar.gz
Algorithm Hash digest
SHA256 0be23794b007e53d8a3037950678ab72edda8e332862a393de067e94823e691c
MD5 5761b2509e2e08d5d709ed22ecac512f
BLAKE2b-256 c228cbf5308c68aecf4a87569fae16fd852eb564b3d73841ce78136d6acc94cb

See more details on using hashes here.

File details

Details for the file dask_cuda-0.18.0a201125-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.18.0a201125-py3-none-any.whl
  • Upload date:
  • Size: 54.6 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.6.0.post20201009 requests-toolbelt/0.9.1 tqdm/4.53.0 CPython/3.8.6

File hashes

Hashes for dask_cuda-0.18.0a201125-py3-none-any.whl
Algorithm Hash digest
SHA256 997105bb61a06e5e6298365d7a26d6c7cede54a5ffac1760dc57695f46819616
MD5 ce13cdd651a9268653d715d8315876bf
BLAKE2b-256 1aac4bca832861ff69577a3a46f78a47458685008e4ed010eadd74847e6a8a42

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