其他模型

概述

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Models	Top1	Top5	Reference top1	Reference top5	FLOPS (G)	Parameters (M)
AlexNet	0.567	0.792	0.5720		1.370	61.090
SqueezeNet1_0	0.596	0.817	0.575		1.550	1.240
SqueezeNet1_1	0.601	0.819			0.690	1.230
VGG11	0.693	0.891			15.090	132.850
VGG13	0.700	0.894			22.480	133.030
VGG16	0.720	0.907	0.715	0.901	30.810	138.340
VGG19	0.726	0.909			39.130	143.650
DarkNet53	0.780	0.941	0.772	0.938	18.580	41.600
ResNet50_ACNet	0.767	0.932			10.730	33.110
ResNet50_ACNet _deploy	0.767	0.932			8.190	25.550

Models	Crop Size	Resize Short Size	Batch Size=1 (ms)
AlexNet	224	256	1.176
SqueezeNet1_0	224	256	0.860
SqueezeNet1_1	224	256	0.763
VGG11	224	256	1.867
VGG13	224	256	2.148
VGG16	224	256	2.616
VGG19	224	256	3.076
DarkNet53	256	256	3.139
ResNet50_ACNet _deploy	224	256	5.626