qkerasV3 Documentation

qkerasV3 is a Keras 3–compatible continuation of QKeras, focused on quantization-aware training and model compression.

Important

qkerasV3 currently supports TensorFlow as the Keras backend. Set the backend before importing:

export KERAS_BACKEND=tensorflow

In the current version v1.1.x AutoQKeras and Pruning are not working. There will be an update in the the future to support this feature again.

Getting started

• Installation
  • Supported backends
  • Install from PyPI
  • Install from source (development)
  • Verify installation
• Quick start
  • Minimal quantized model
  • Train briefly
  • Next steps

Guides

• Examples
  • example_act.py
  • example_cifar10_po2.py
  • example_ternary.py
  • example_mnist.py
  • example_qoctave.py
  • example_qdense.py
  • example_keras_to_qkeras.py
  • example_b2t.py
  • example_mnist_prune.py
  • example_mnist_ae.py
  • example_mnist_bn.py
  • example_mnist_b2t.py
  • example_mnist_po2.py
• Notebooks

Reference

• API Reference
  • Modules