HPTQ: Hardware-Friendly Post Training Quantization

Benchmark Model Rank Results
quantization-on-imagenetXception W8A8#8Top-1 Accuracy (%): 78.972Weight bits: 8Activation bits: 8
quantization-on-imagenetEfficientNet-B0 ReLU W8A8#11Top-1 Accuracy (%): 77.092Weight bits: 8Activation bits: 8
quantization-on-imagenetEfficientNet-B0 W8A8#16Top-1 Accuracy (%): 74.216Weight bits: 8Activation bits: 8
quantization-on-imagenetDenseNet-121 W8A8#19Top-1 Accuracy (%): 73.356Weight bits: 8Activation bits: 8
quantization-on-imagenetMobileNetV2 W8A8#23Top-1 Accuracy (%): 71.46Weight bits: 8Activation bits: 8