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-0.19.0a210219.tar.gz (66.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.19.0a210219-py3-none-any.whl (67.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.19.0a210219.tar.gz.

File metadata

  • Download URL: dask-cuda-0.19.0a210219.tar.gz
  • Upload date:
  • Size: 66.4 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/3.8.6

File hashes

Hashes for dask-cuda-0.19.0a210219.tar.gz
Algorithm Hash digest
SHA256 d2bca9edab15c93bb992ac032f42e60d3b804501dcf03cf026ace13cf5783675
MD5 3fdbe82d69b48975ee7f959d2adf7efd
BLAKE2b-256 cc8eb3773165bc2b1c660d221d0e728f28587bc6e255013ec325f39b562b0aba

See more details on using hashes here.

File details

Details for the file dask_cuda-0.19.0a210219-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.19.0a210219-py3-none-any.whl
  • Upload date:
  • Size: 67.7 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/3.8.6

File hashes

Hashes for dask_cuda-0.19.0a210219-py3-none-any.whl
Algorithm Hash digest
SHA256 b10d15cd5e841a382c70f52a73e91f0242497d9ac943da2d1cd10c6089d4046c
MD5 cad861cf415abd53bbf09b23aaac0a9c
BLAKE2b-256 7289e374712696997b9c9c9105faac88a543a0e764cb6a8c608c4711668534dd

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