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-21.12.0a211030.tar.gz (80.6 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.12.0a211030-py3-none-any.whl (79.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.12.0a211030.tar.gz.

File metadata

  • Download URL: dask-cuda-21.12.0a211030.tar.gz
  • Upload date:
  • Size: 80.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-21.12.0a211030.tar.gz
Algorithm Hash digest
SHA256 ea66989958a94a0d66b6d172f172f6701104725d9d4165500ccba69c477efc6a
MD5 ed9041f4525eb316c78aaa21d4ede006
BLAKE2b-256 c2a66c524d087bc6b24bbc04d73bf5af597b8d1a60763ced6844c14b45470762

See more details on using hashes here.

File details

Details for the file dask_cuda-21.12.0a211030-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.12.0a211030-py3-none-any.whl
  • Upload date:
  • Size: 79.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-21.12.0a211030-py3-none-any.whl
Algorithm Hash digest
SHA256 1c3ad515fbfe95b5d3daf49ecb7c8ba9dfd23dc5c3420fc5518e258c6fc25283
MD5 6b15e2de9eafe38eda578fa02b5c94a5
BLAKE2b-256 8f482b5edbd7e23af642d282d36210ceda075cf92b311c5093b2b39a1e4f1dc4

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