GFLOPS and params are obtained from Models and pre-trained weights — Torchvision main documentation. Parameters are all in float32 (4 bytes).

model	Params	GFLOPS	FLOPS/byte
MobileNet_V3_Large	5483032	0.22	10.0
ShuffleNet_V2_X2_0	7393996	0.58	19.6
ResNet152	60192808	11.51	47.8
VGG19	143667240	19.63	34.2
EfficientNet_V2_L	118515272	56.08	118.3
ViT_B_16	86567656	17.56	50.7
Swin_V2_B	87930848	20.32	57.8