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-0.13.0b200323.tar.gz (25.6 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.13.0b200323-py3-none-any.whl (35.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.13.0b200323.tar.gz.

File metadata

  • Download URL: dask-cuda-0.13.0b200323.tar.gz
  • Upload date:
  • Size: 25.6 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-0.13.0b200323.tar.gz
Algorithm Hash digest
SHA256 d650ba5ba3cf1061de19b203be204e4bbf394b0bba6226ab51f28eb0981b1a48
MD5 318dbc2cf0111d77511798cd63e03887
BLAKE2b-256 5ba63afda995d6581bc8d91d4cd324ee79d9506d36167485345796ffe4d49b99

See more details on using hashes here.

File details

Details for the file dask_cuda-0.13.0b200323-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.13.0b200323-py3-none-any.whl
  • Upload date:
  • Size: 35.1 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-0.13.0b200323-py3-none-any.whl
Algorithm Hash digest
SHA256 a403c6942570ed233ce85f8ff8ba2468577ddfd0e8f15b2646af770eaa20b0a8
MD5 babd3967819e13a907d05ae34789830c
BLAKE2b-256 5949f2cc5c1b65e63f3ad4d22002cf9b9a2675267e19b17730c0aa40fdd3f678

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