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-0.20.0a210402.tar.gz (68.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-0.20.0a210402-py3-none-any.whl (70.5 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-0.20.0a210402.tar.gz.

File metadata

  • Download URL: dask-cuda-0.20.0a210402.tar.gz
  • Upload date:
  • Size: 68.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/3.10.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.59.0 CPython/3.8.8

File hashes

Hashes for dask-cuda-0.20.0a210402.tar.gz
Algorithm Hash digest
SHA256 63157144e4a51f9b48c5ec1bb05faf7d1cc511b17cf35e7b3ea6a9e9a1adfaa6
MD5 d4c830ce32a8e98bfac138e38fa3afc3
BLAKE2b-256 c816747597fab313ff3115535e7566478c65fa2a62bdf8c8d3317ef93ed7f4a7

See more details on using hashes here.

File details

Details for the file dask_cuda-0.20.0a210402-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-0.20.0a210402-py3-none-any.whl
  • Upload date:
  • Size: 70.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/3.10.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.59.0 CPython/3.8.8

File hashes

Hashes for dask_cuda-0.20.0a210402-py3-none-any.whl
Algorithm Hash digest
SHA256 b93c76f80bcb45c7f8780348f104a42f4f3fb20c984825d7dbf926b5e9a0ead7
MD5 54020b4a4236864931a42e0e80cb4add
BLAKE2b-256 1d9581521d2fe973348b0686f01eb18abe10caab47c72676f334558d00700d93

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