HMQ: Hardware Friendly Mixed Precision Quantization Block for CNNs

Benchmark Model Rank Results
quantization-on-imagenetEfficientNet-B0-W8A8#13Top-1 Accuracy (%): 76.4Weight bits: 8Activation bits: 8
quantization-on-imagenetEfficientNet-B0-W4A4#14Top-1 Accuracy (%): 76Weight bits: 4Activation bits: 4
quantization-on-imagenetResNet50-W3A4#15Top-1 Accuracy (%): 75.45Weight bits: 3Activation bits: 4
quantization-on-imagenetMobileNetV2#24Top-1 Accuracy (%): 70.9