Neural Network Quantization Explained: FP16, INT8, PTQ and QAT8 May 2026·Updated: 3 August 2026·12 minsMachine Learning Neural Network Quantization TensorRT ONNX RuntimeA visual guide to neural network quantization, from floating-point formats and affine quantization to PTQ, QAT and a MobileNetV2 benchmark.