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-0.19.0a210413.tar.gz (70.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.19.0a210413-py3-none-any.whl (71.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.19.0a210413.tar.gz.

File metadata

  • Download URL: dask-cuda-0.19.0a210413.tar.gz
  • Upload date:
  • Size: 70.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/3.10.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.8

File hashes

Hashes for dask-cuda-0.19.0a210413.tar.gz
Algorithm Hash digest
SHA256 0574fc21950bad056c3b629a9c7980df8fa011371cd85958a2d8d18f191e2dbd
MD5 aa50133abe3451eef025bba3b35551d1
BLAKE2b-256 567fe3993118f64fa934058c29d53de678be0886bdcb761fe3bb35a61cf767cd

See more details on using hashes here.

File details

Details for the file dask_cuda-0.19.0a210413-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.19.0a210413-py3-none-any.whl
  • Upload date:
  • Size: 71.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/3.10.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.8

File hashes

Hashes for dask_cuda-0.19.0a210413-py3-none-any.whl
Algorithm Hash digest
SHA256 ae5a81420584c5ea4160cf5dec5acc1a5ceb5ca8fb48bdf4f81d3c618deb4364
MD5 3f3800a0b6acc9dee5790371ee1d410a
BLAKE2b-256 d5fd8bc9363932955d088abcc3122f9ef493ab026a48484c72a2e450a63aff12

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