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ImageNet
Arash Akbarinia edited this page Mar 27, 2019
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| Architecture | Framework | Batch Size | Optimiser | Comments | Top1 | Top5 | Time |
|---|---|---|---|---|---|---|---|
| ResNet50 | Pytorch | 256 | SGD (Lr=0.1, devided by 10 every 30 epochs | 75.46 | 92.83 | 5005 x 1.350 = 6756 | |
| ResNet50 | Pytorch | 64 | SGD (Lr=0.1, devided by 10 every 30 epochs | 73.00 | 91.50 | 20019 x 0.496 = 9929 | |
| InceptionV3 | Pytorch | 256 | SGD (Lr=0.1, devided by 10 every 30 epochs | 74.66 | 91.89 | 5005 x 0.989 = 4950 |