Skip to main content

Set of libraries for ML training loops in JAX.

Project description

CLU - Common Loop Utils

This repository contains common functionality for writing ML training loops. The goal is to make trainings loops short and readable (but moving common tasks to small libraries) without removing the flexibility required for research.

To get started, check out this Colab:

https://colab.research.google.com/github/google/CommonLoopUtils/blob/main/clu_synopsis.ipynb

If you're looking for usage examples, see:

https://github.com/google/flax/tree/main/examples

You can also find answers to common questions about CLU on Flax Github discussions page:

https://github.com/google/flax/discussions

Note: As this point we are not accepting contributions. Please fork the repository if you want to extend the libraries for your use case.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

clu-0.0.11.tar.gz (72.3 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

clu-0.0.11-py3-none-any.whl (101.4 kB view details)

Uploaded Python 3

File details

Details for the file clu-0.0.11.tar.gz.

File metadata

  • Download URL: clu-0.0.11.tar.gz
  • Upload date:
  • Size: 72.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for clu-0.0.11.tar.gz
Algorithm Hash digest
SHA256 457d0d44bdea03cb38ed9672c8342b4c12a30950d89b6b1028978af6f12d396c
MD5 7bbc1f82ea841602a7327f32850a8464
BLAKE2b-256 b6c634852ce1c41d0b7d15f1c1e0fecfeba6f19c2223f7af1169957a76035108

See more details on using hashes here.

File details

Details for the file clu-0.0.11-py3-none-any.whl.

File metadata

  • Download URL: clu-0.0.11-py3-none-any.whl
  • Upload date:
  • Size: 101.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for clu-0.0.11-py3-none-any.whl
Algorithm Hash digest
SHA256 02003c3c4821429e6612be596912e93ac190492a3591a443286e41d1a595897e
MD5 b135218c8adfc502adf7bec1bb375d1b
BLAKE2b-256 9fe85eaabe29899ff70deec7cbaa9b46e32f19d1cf37182b53ccbef0e8fa0718

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page