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-22.6.0a220523.tar.gz (82.9 kB view details)

Uploaded Source

Built Distribution

dask_cuda-22.6.0a220523-py3-none-any.whl (81.8 kB view details)

Uploaded Python 3

File details

Details for the file dask-cuda-22.6.0a220523.tar.gz.

File metadata

  • Download URL: dask-cuda-22.6.0a220523.tar.gz
  • Upload date:
  • Size: 82.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 CPython/3.9.7

File hashes

Hashes for dask-cuda-22.6.0a220523.tar.gz
Algorithm Hash digest
SHA256 f3e0265bcadc10b945e26e6296fadae19c03622e12e4a59c7e6336b56a89845b
MD5 aa173891f5b188cbc4bd8981d573dd53
BLAKE2b-256 4007a7a7594930911abe092a360cd4bfa34c24eac14dce58904ee0635e1c7003

See more details on using hashes here.

Provenance

File details

Details for the file dask_cuda-22.6.0a220523-py3-none-any.whl.

File metadata

File hashes

Hashes for dask_cuda-22.6.0a220523-py3-none-any.whl
Algorithm Hash digest
SHA256 1c709a595f81dbab633f3b3a124cfc3ed68171361b3000471bb022088291e349
MD5 e3c47db1fee2581662c1bf7b2e7cf24a
BLAKE2b-256 a1d3a6abc8f0d7ca4e061e3548a4f91a04be02cd8ad9468deb6f6cc811b875ff

See more details on using hashes here.

Provenance

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