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-0.20.0a210516.tar.gz (73.7 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.20.0a210516-py3-none-any.whl (71.1 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.20.0a210516.tar.gz.

File metadata

  • Download URL: dask-cuda-0.20.0a210516.tar.gz
  • Upload date:
  • Size: 73.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.0.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.10

File hashes

Hashes for dask-cuda-0.20.0a210516.tar.gz
Algorithm Hash digest
SHA256 53258d9aa49bb6b4642e44ba7ae7052b61646a000118813c402841914d786837
MD5 2687a6235d6472da3ce90ac0e786a649
BLAKE2b-256 1477b3196d1a2223f2f45c6ba02c2f134112b7ec844cabbdbcb9d4aa7fbc9c83

See more details on using hashes here.

File details

Details for the file dask_cuda-0.20.0a210516-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.20.0a210516-py3-none-any.whl
  • Upload date:
  • Size: 71.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.0.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.10

File hashes

Hashes for dask_cuda-0.20.0a210516-py3-none-any.whl
Algorithm Hash digest
SHA256 3493f787ae95a004c39a5961483bc37a6013ed6a55f474d816e7194f78eedff7
MD5 df90b519588e12ed2ae952e42d6b76ba
BLAKE2b-256 e5fa4c9ff3fb5048a2ff03a08dead3b5cc0d71fdae698da1330b0464acaad46d

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