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-21.10.0a210823.tar.gz (76.4 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.10.0a210823-py3-none-any.whl (74.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.10.0a210823.tar.gz.

File metadata

  • Download URL: dask-cuda-21.10.0a210823.tar.gz
  • Upload date:
  • Size: 76.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.6.4 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.1 CPython/3.8.10

File hashes

Hashes for dask-cuda-21.10.0a210823.tar.gz
Algorithm Hash digest
SHA256 99f2ed987b54ea49c65ed2e158f6652ab5022e4aa6d6b3943492e2041bfe2715
MD5 f763fb601383e3d5d935c4b7200859fd
BLAKE2b-256 e87fb23912074e16f895b7ad5c3fbc5de441f66eba87e5e77fb8b24b5bdeed29

See more details on using hashes here.

File details

Details for the file dask_cuda-21.10.0a210823-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.10.0a210823-py3-none-any.whl
  • Upload date:
  • Size: 74.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.6.4 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.1 CPython/3.8.10

File hashes

Hashes for dask_cuda-21.10.0a210823-py3-none-any.whl
Algorithm Hash digest
SHA256 fd4b469653c70439d6d0652d5aed7bb82f4316b1f23aecf40bd1a946082ff4a9
MD5 4d5e0197261e49c0ca60f814855fca42
BLAKE2b-256 f019254e28fc0bce2b66ede07ea36eba784931d78bcc7c25a4e8c82a65a13c70

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