| torchvision.models.alexnet.alexnet |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
2.29E-05 |
46.4 |
69.9 |
22.1 |
14.7 |
| torchvision.models.squeezenet.squeezenet1_0 |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
1.20E-02 |
44 |
137 |
24.2 |
7.6 |
| torchvision.models.squeezenet.squeezenet1_1 |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
9.77E-04 |
76.6 |
248 |
14 |
4.34 |
| torchvision.models.resnet.resnet18 |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
5.86E-03 |
29.4 |
90.2 |
34.7 |
11.4 |
| torchvision.models.resnet.resnet34 |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
1.56E-01 |
15.5 |
50.7 |
64.8 |
20.2 |
| torchvision.models.resnet.resnet50 |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
6.45E-02 |
12.4 |
34.2 |
81.7 |
29.8 |
| torchvision.models.resnet.resnet101 |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
1.01E+03 |
7.18 |
19.9 |
141 |
51.1 |
| torchvision.models.resnet.resnet152 |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
0.00E+00 |
4.96 |
14.1 |
204 |
72.3 |
| torchvision.models.densenet.densenet121 |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
3.42E-03 |
11.5 |
41.9 |
84.5 |
24.8 |
| torchvision.models.densenet.densenet169 |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
5.86E-03 |
8.25 |
33.2 |
118 |
31.2 |
| torchvision.models.densenet.densenet201 |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
3.42E-03 |
6.84 |
25.4 |
141 |
40.8 |
| torchvision.models.densenet.densenet161 |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
4.15E-03 |
4.71 |
15.6 |
247 |
65.8 |
| torchvision.models.vgg.vgg11 |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
3.51E-04 |
8.9 |
18.3 |
114 |
55.1 |
| torchvision.models.vgg.vgg13 |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
3.07E-04 |
6.53 |
14.7 |
156 |
68.7 |
| torchvision.models.vgg.vgg16 |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
4.58E-04 |
5.09 |
11.9 |
201 |
85.1 |
| torchvision.models.vgg.vgg11_bn |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
3.81E-04 |
8.74 |
18.4 |
117 |
54.8 |
| torchvision.models.vgg.vgg13_bn |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
5.19E-04 |
6.31 |
14.8 |
162 |
68.5 |
| torchvision.models.vgg.vgg16_bn |
float16 |
[(1, 3, 224, 224)] |
{'fp16_mode': True} |
9.77E-04 |
4.96 |
12 |
207 |
84.3 |