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-22.2.0a220128.tar.gz (83.5 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.2.0a220128-py3-none-any.whl (82.7 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.2.0a220128.tar.gz.

File metadata

  • Download URL: dask-cuda-22.2.0a220128.tar.gz
  • Upload date:
  • Size: 83.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.1 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-22.2.0a220128.tar.gz
Algorithm Hash digest
SHA256 9265ee358356e2ac158dfa954f5c45d15d67fdc8b805aa2f417c2b7b60263216
MD5 f285dae5ca81dc0291843671c6838f0d
BLAKE2b-256 20bd9d26e27d7faf3423c4e046ca767cc432796ff78f03e6a50cdb74bca733d8

See more details on using hashes here.

File details

Details for the file dask_cuda-22.2.0a220128-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.2.0a220128-py3-none-any.whl
  • Upload date:
  • Size: 82.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.10.1 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-22.2.0a220128-py3-none-any.whl
Algorithm Hash digest
SHA256 ece6bf64f955aa0d3c8c09776a88bf0b5f9ec68eb9b533c053876a7e1c9eaf03
MD5 011f2cc1393b16cfded549ee88b0289b
BLAKE2b-256 4a0674f8faa80efa5028f2fa95c00f58512b1f5e1e3a9b137e4e96edd3c756b2

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