| # model settings | |
| model = dict( | |
| type='ImageClassifier', | |
| # `es` means EfficientNet-EdgeTPU-S arch | |
| backbone=dict(type='EfficientNet', arch='es', act_cfg=dict(type='ReLU')), | |
| neck=dict(type='GlobalAveragePooling'), | |
| head=dict( | |
| type='LinearClsHead', | |
| num_classes=1000, | |
| in_channels=1280, | |
| loss=dict(type='CrossEntropyLoss', loss_weight=1.0), | |
| topk=(1, 5), | |
| )) | |