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University of Naples Parthenope,Dept. of Science and Technology,Naples,Italy
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FP8 quantization slashes VGG16's inference time by 40% and memory footprint by 32% on an RTX 4090, making it a sweet spot for efficient GPU deployment compared to INT8 and FP32.