EfficientNet-B0-W8A8

Reported on 3 benchmarks across 1 task · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology3 results

QuantizationonImageNet
Activation bits· 2020-07-20
8
SOTA
HMQ: Hardware Friendly Mixed Precision Quantization Block for CNNs arXiv:2007.09952
QuantizationonImageNet
Weight bits· 2020-07-20
8
SOTA
HMQ: Hardware Friendly Mixed Precision Quantization Block for CNNs arXiv:2007.09952
QuantizationonImageNet
Top-1 Accuracy (%)· 2020-07-20
76.4
best: 85.03 (FQ-ViT (ViT-L))
HMQ: Hardware Friendly Mixed Precision Quantization Block for CNNs arXiv:2007.09952