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-0.20.0a210426.tar.gz (70.2 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.20.0a210426-py3-none-any.whl (73.2 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.20.0a210426.tar.gz.

File metadata

  • Download URL: dask-cuda-0.20.0a210426.tar.gz
  • Upload date:
  • Size: 70.2 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/3.7.10

File hashes

Hashes for dask-cuda-0.20.0a210426.tar.gz
Algorithm Hash digest
SHA256 319f3a9b74d58701a119ea4b08a982427c06924371ec066b287e9c04bf5198e3
MD5 c5048e57db3d2deb20c084f5e884e0e3
BLAKE2b-256 6b8f8d50062ef38ac8e836638e6b46ac36308d40156eb66ddcadf930cecbdf51

See more details on using hashes here.

File details

Details for the file dask_cuda-0.20.0a210426-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.20.0a210426-py3-none-any.whl
  • Upload date:
  • Size: 73.2 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/3.7.10

File hashes

Hashes for dask_cuda-0.20.0a210426-py3-none-any.whl
Algorithm Hash digest
SHA256 8219c0663009bca47b71015798cb4daf7f5d53d387ff8c77e654dbbe90101988
MD5 d70bb8915263187d75e2647b84038464
BLAKE2b-256 772ccc97399a56ddb9a4df9a7b2c15eb8af04e38b8b82421ce09d56ac1f92596

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