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-21.12.0a211002.tar.gz (80.1 kB view details)

Uploaded Source

Built Distribution

dask_cuda-21.12.0a211002-py3-none-any.whl (78.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-21.12.0a211002.tar.gz.

File metadata

  • Download URL: dask-cuda-21.12.0a211002.tar.gz
  • Upload date:
  • Size: 80.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask-cuda-21.12.0a211002.tar.gz
Algorithm Hash digest
SHA256 a8a1b4f0adfc5b390dd403b8a1035ebe39aa7ce43b2096724a3be8679088953b
MD5 e706baeefa1b0be6f944c4f869373617
BLAKE2b-256 df2f58f634f08ecba4a3f1c1464accc280f17f32a1763a1583bc0823b1586483

See more details on using hashes here.

File details

Details for the file dask_cuda-21.12.0a211002-py3-none-any.whl.

File metadata

  • Download URL: dask_cuda-21.12.0a211002-py3-none-any.whl
  • Upload date:
  • Size: 78.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for dask_cuda-21.12.0a211002-py3-none-any.whl
Algorithm Hash digest
SHA256 829c4be680eceef6f9bf8a86827b526299e18614cd1293a82cd297dcab57cc55
MD5 637da9d18e3eba89a3c2b5dac2b4eb7d
BLAKE2b-256 e118d4e153f7e6a0b5c805af6d9fc001068ffe68bec52860802f56637bfed951

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