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-22.4.0a220211.tar.gz (83.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.4.0a220211-py3-none-any.whl (82.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.4.0a220211.tar.gz.

File metadata

  • Download URL: dask-cuda-22.4.0a220211.tar.gz
  • Upload date:
  • Size: 83.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 pkginfo/1.8.2 readme-renderer/27.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.62.3 importlib-metadata/4.10.1 keyring/23.4.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.8.12

File hashes

Hashes for dask-cuda-22.4.0a220211.tar.gz
Algorithm Hash digest
SHA256 66ac06b4ad0d7c7e4a7c7697e5784f0562be3cd34c24ed9836d56a6491c9a09b
MD5 b042af25ccd52e47a28bf4c14a53f7f7
BLAKE2b-256 b374c6f3528dc110907f3239458114a9ac8d6bb4ba134bff55ef04ab4cdc3eb7

See more details on using hashes here.

File details

Details for the file dask_cuda-22.4.0a220211-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.4.0a220211-py3-none-any.whl
  • Upload date:
  • Size: 82.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 pkginfo/1.8.2 readme-renderer/27.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.62.3 importlib-metadata/4.10.1 keyring/23.4.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.8.12

File hashes

Hashes for dask_cuda-22.4.0a220211-py3-none-any.whl
Algorithm Hash digest
SHA256 e5be5dbf75ff2eb59948e55e7431ebbecdc718afe600ba18c803d6711259d0ee
MD5 b479d2454760c69adaa78ae553bcf34a
BLAKE2b-256 eb26e68fb89cdd148b1acbe27f8134c20a82934b06ad3a191a558638c16f8c14

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