@@ -96,28 +96,28 @@ If ptflops was useful for your paper or tech report, please cite me:
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9797### [ torchvision] ( https://pytorch.org/vision/0.16/models.html )
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99- Model | Input Resolution | Params(M) | MACs(G)
100- --- |--- |--- |---
101- alexnet | 224x224 | 61.10 | 0.72
102- convnext_base | 224x224 | 88.59 | 15.43
103- densenet121 | 224x224 | 7.98 | 2.90
104- efficientnet_b0 | 224x224 | 5.29 | 0.41
105- efficientnet_v2_m | 224x224 | 54.14 | 5.43
106- googlenet | 224x224 | 13.00 | 1.51
107- inception_v3 | 224x224 | 27.16 | 2.86
108- maxvit_t | 224x224 | 30.92 | 5.48
109- mnasnet1_0 | 224x224 | 4.38 | 0.33
110- mobilenet_v2 | 224x224 | 3.50 | 0.32
111- mobilenet_v3_large | 224x224 | 5.48 | 0.23
112- regnet_y_1_6gf | 224x224 | 11.20 | 1.65
113- resnet18 | 224x224 | 11.69 | 1.83
114- resnet50 | 224x224 | 25.56 | 4.13
115- resnext50_32x4d | 224x224 | 25.03 | 4.29
116- shufflenet_v2_x1_0 | 224x224 | 2.28 | 0.15
117- squeezenet1_0 | 224x224 | 1.25 | 0.84
118- vgg16 | 224x224 | 138.36 | 15.52
119- vit_b_16 | 224x224 | 86.57 | 17.60
120- wide_resnet50_2 | 224x224 | 68.88 | 11.45
99+ Model | Input Resolution | Params(M) | MACs(G) ( ` pytorch ` ) | MACs(G) ( ` aten ` )
100+ --- |--- |--- |--- |---
101+ alexnet | 224x224 | 61.10 | 0.72 | 0.71
102+ convnext_base | 224x224 | 88.59 | 15.43 | 15.38
103+ densenet121 | 224x224 | 7.98 | 2.90 |
104+ efficientnet_b0 | 224x224 | 5.29 | 0.41 |
105+ efficientnet_v2_m | 224x224 | 54.14 | 5.43 |
106+ googlenet | 224x224 | 13.00 | 1.51 |
107+ inception_v3 | 224x224 | 27.16 | 5.75 | 5.71
108+ maxvit_t | 224x224 | 30.92 | 5.48 |
109+ mnasnet1_0 | 224x224 | 4.38 | 0.33 |
110+ mobilenet_v2 | 224x224 | 3.50 | 0.32 |
111+ mobilenet_v3_large | 224x224 | 5.48 | 0.23 |
112+ regnet_y_1_6gf | 224x224 | 11.20 | 1.65 |
113+ resnet18 | 224x224 | 11.69 | 1.83 | 1.81
114+ resnet50 | 224x224 | 25.56 | 4.13 | 4.09
115+ resnext50_32x4d | 224x224 | 25.03 | 4.29 |
116+ shufflenet_v2_x1_0 | 224x224 | 2.28 | 0.15 |
117+ squeezenet1_0 | 224x224 | 1.25 | 0.84 | 0.82
118+ vgg16 | 224x224 | 138.36 | 15.52 | 15.48
119+ vit_b_16 | 224x224 | 86.57 | 17.61 (wrong) | 16.86
120+ wide_resnet50_2 | 224x224 | 68.88 | 11.45 |
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122122
123123### [ timm] ( https://github.com/huggingface/pytorch-image-models )
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