TensorFlow 2.x Quantization Toolkit
1.0-beta
Toolkit
Installation
Basics
Getting Started: End to End
Tutorials
Full Network Quantization
Partial Network Quantization
Partial Network Quantization: Specific Layer Class
Examples
ResNet50 V1
Model Zoo Results
Advanced Features
Add New Layer Support
Add Custom QDQ Insertion Case
API Reference
tensorflow_quantization
tensorflow_quantization.quantize_model
tensorflow_quantization.QuantizationSpec
tensorflow_quantization.CustomQDQInsertionCase
tensorflow_quantization.BaseQuantizeWrapper
tensorflow_quantization.utils
Quantization Theory
Introduction to Quantization
Quantization Aware Training (QAT)
TensorFlow 2.x Quantization Toolkit
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Toolkit
Installation
Basics
Getting Started: End to End
Tutorials
Full Network Quantization
Partial Network Quantization
Partial Network Quantization: Specific Layer Class
Examples
ResNet50 V1
Model Zoo Results
Advanced Features
Add New Layer Support
Add Custom QDQ Insertion Case
API Reference
tensorflow_quantization
tensorflow_quantization.quantize_model
tensorflow_quantization.QuantizationSpec
tensorflow_quantization.CustomQDQInsertionCase
tensorflow_quantization.BaseQuantizeWrapper
tensorflow_quantization.utils
Quantization Theory
Introduction to Quantization
Quantization Aware Training (QAT)