Skip to content

Latest commit

 

History

History
25 lines (20 loc) · 1.58 KB

mobilenet.md

File metadata and controls

25 lines (20 loc) · 1.58 KB

MobileNet

CIFAR100

arch dataset use_dcl lambda beta gamma swap_size top1 top5
MobileNetV2 CIFAR100 False / / / / 78.400 95.030
MobileNetV2 CIFAR100 True 1.0 1.0 1.0 (7,7) 79.980 95.910
MobileNetV2 CIFAR100 True 1.0 0.01 1.0 (7,7) 79.890 95.940
MobileNetV2 CIFAR100 True 1.0 1.0 0.01 (7,7) 79.990 95.810
MobileNetV2 CIFAR100 True 1.0 10 10 (7,7) 75.840 94.520
MobileNetV2 CIFAR100 True 1.0 1.0 1.0 (5,5) 80.750 96.220
MobileNetV2 CIFAR100 True 1.0 1.0 0.01 (5,5) 80.620 95.900
MobileNetV2 CIFAR100 True 1.0 1.0 1.0 (3,3) 80.580 96.070
MobileNetV2 CIFAR100 True 1.0 1.0 0.01 (3,3) 80.570 96.160

CUB_200_2011

arch dataset use_dcl lambda beta gamma swap_size top1 top5
MobileNetV2 CUB_200_2011 False / / / / 66.603 87.591
MobileNetV2 CUB_200_2011 True 1.0 1.0 1.0 (7,7) 68.467 89.662
MobileNetV2 CUB_200_2011 True 1.0 1.0 1.0 (5,5) 69.537 89.886
MobileNetV2 CUB_200_2011 True 1.0 1.0 1.0 (3,3) 70.193 90.024