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MobileNet

ResNet50

arch_s arch_t dataset lambda top1 top5
MobileNetv2 ResNet50 CIFAR100 0.1 80.410 95.860
MobileNetv2 ResNet50 CIFAR100 0.5 80.580 96.160
MobileNetv2 ResNet50 CIFAR100 1.0 81.560 96.360
MobileNetv2 ResNet50 CIFAR100 2.0 82.210 96.740
MobileNetv2 ResNet50 CIFAR100 3.0 82.480 96.780
MobileNetv2 ResNet50 CIFAR100 4.0 83.440 96.930
MobileNetv2 ResNet50 CIFAR100 5.0 82.130 96.860
MobileNetv2 ResNet50 CIFAR100 6.0 82.840 96.730
MobileNetv2 ResNet50 CIFAR100 7.0 83.370 96.810
MobileNetv2 ResNet50 CIFAR100 8.0 82.910 96.890
MobileNetv2 ResNet50 CIFAR100 9.0 83.020 96.990
MobileNetv2 ResNet50 CIFAR100 10.0 83.070 96.670

ResNet152

arch_s arch_t dataset lambda top1 top5
MobileNetv2 ResNet152 CIFAR100 3.0 83.580 97.040
MobileNetv2 ResNet152 CIFAR100 4.0 84.100 97.320
MobileNetv2 ResNet152 CIFAR100 5.0 84.170 97.330
MobileNetv2 ResNet152 CIFAR100 6.0 84.520 97.470
MobileNetv2 ResNet152 CIFAR100 7.0 84.460 97.320
MobileNetv2 ResNet152 CIFAR100 8.0 84.530 97.470

ResNext101_32x8d

arch_s arch_t dataset lambda top1 top5
MobileNetv2 ResNext101_32x8d CIFAR100 3.0 83.490 97.130
MobileNetv2 ResNext101_32x8d CIFAR100 4.0 83.970 97.180
MobileNetv2 ResNext101_32x8d CIFAR100 5.0 84.100 97.330
MobileNetv2 ResNext101_32x8d CIFAR100 6.0 84.200 97.300
MobileNetv2 ResNext101_32x8d CIFAR100 7.0 84.180 97.330
MobileNetv2 ResNext101_32x8d CIFAR100 8.0 84.040 97.360