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-0.15.0a200716.tar.gz (33.0 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.15.0a200716-py3-none-any.whl (44.4 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.15.0a200716.tar.gz.

File metadata

  • Download URL: dask-cuda-0.15.0a200716.tar.gz
  • Upload date:
  • Size: 33.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.2.0.post20200712 requests-toolbelt/0.9.1 tqdm/4.47.0 CPython/3.7.6

File hashes

Hashes for dask-cuda-0.15.0a200716.tar.gz
Algorithm Hash digest
SHA256 cb1ce9872d0f57c37d777e8f30a4ed315e8b6896f0dabafed2a643b64d52b2ec
MD5 0e4fba62925067fc280015f85703aa28
BLAKE2b-256 dba60ccaa5b393438c03c985c470534bf835f5da05aa6be8a55cc1e73a7496e7

See more details on using hashes here.

File details

Details for the file dask_cuda-0.15.0a200716-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.15.0a200716-py3-none-any.whl
  • Upload date:
  • Size: 44.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.2.0.post20200712 requests-toolbelt/0.9.1 tqdm/4.47.0 CPython/3.7.6

File hashes

Hashes for dask_cuda-0.15.0a200716-py3-none-any.whl
Algorithm Hash digest
SHA256 70708eaff3e14a6df9ba4c0d770a48bbffe9d3ab907f98cc0fe0b41bf1350a33
MD5 240114eb944185671e444798f88e48bd
BLAKE2b-256 9073f0997001a461b3f92f95ba5f21c3b25837090387574239963dd90f027724

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