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In TensorRT 10.x, INT8 conversion requires FP16 to be set as a fallback for network layers (e.g. normalization ops in detection models) that have no INT8 kernel implementation. Without FP16, build_serialized_network can return None on Jetson for YOLO-type models. INT8 flag is still the primary precision; FP16 is only the layer-level fallback within the same engine. Made-with: Cursor