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-22.2.0a211205.tar.gz (81.6 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.2.0a211205-py3-none-any.whl (81.9 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.2.0a211205.tar.gz.

File metadata

  • Download URL: dask-cuda-22.2.0a211205.tar.gz
  • Upload date:
  • Size: 81.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.2 pkginfo/1.8.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.7.12

File hashes

Hashes for dask-cuda-22.2.0a211205.tar.gz
Algorithm Hash digest
SHA256 1260e1e0ee49e25e1d56f3fae437c59263b8142f26fd5fa57f76192486f88918
MD5 9b57cbaaff6f25f46dc2ef506e06530e
BLAKE2b-256 f745bfd2b384918182aafcef149de01566bba68e0e2763ac41863249cc782a4a

See more details on using hashes here.

File details

Details for the file dask_cuda-22.2.0a211205-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-22.2.0a211205-py3-none-any.whl
  • Upload date:
  • Size: 81.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.2 pkginfo/1.8.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.7.12

File hashes

Hashes for dask_cuda-22.2.0a211205-py3-none-any.whl
Algorithm Hash digest
SHA256 8fe6b60ad91a05cf095a7509d46c513d12731a74facdf1b90f16207a04d9efe0
MD5 eaa6cf8e4d3da36095daf0846d3e6d91
BLAKE2b-256 04bc7a3046595df7fa94c0a1708c52d1277af4ffdffed20f8a4ea035f1c05172

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