{ | |
"module": "keras_hub.src.models.mix_transformer.mix_transformer_backbone", | |
"class_name": "MiTBackbone", | |
"config": { | |
"name": "mi_t_backbone", | |
"trainable": true, | |
"depths": [ | |
3, | |
8, | |
27, | |
3 | |
], | |
"hidden_dims": [ | |
64, | |
128, | |
320, | |
512 | |
], | |
"image_shape": [ | |
224, | |
224, | |
3 | |
], | |
"num_layers": 4, | |
"blockwise_num_heads": [ | |
1, | |
2, | |
5, | |
8 | |
], | |
"blockwise_sr_ratios": [ | |
8, | |
4, | |
2, | |
1 | |
], | |
"max_drop_path_rate": 0.1, | |
"patch_sizes": [ | |
7, | |
3, | |
3, | |
3 | |
], | |
"strides": [ | |
4, | |
2, | |
2, | |
2 | |
] | |
}, | |
"registered_name": "keras_hub>MiTBackbone" | |
} |