| { | |
| "module": "keras_hub.src.models.efficientnet.efficientnet_backbone", | |
| "class_name": "EfficientNetBackbone", | |
| "config": { | |
| "name": "efficient_net_backbone", | |
| "trainable": true, | |
| "width_coefficient": 1.0, | |
| "depth_coefficient": 1.0, | |
| "dropout": 0, | |
| "depth_divisor": 8, | |
| "min_depth": null, | |
| "activation": "swish", | |
| "input_shape": [ | |
| null, | |
| null, | |
| 3 | |
| ], | |
| "stackwise_kernel_sizes": [ | |
| 3, | |
| 3, | |
| 5, | |
| 3, | |
| 5, | |
| 5, | |
| 3 | |
| ], | |
| "stackwise_num_repeats": [ | |
| 1, | |
| 2, | |
| 2, | |
| 3, | |
| 3, | |
| 4, | |
| 1 | |
| ], | |
| "stackwise_input_filters": [ | |
| 32, | |
| 16, | |
| 24, | |
| 40, | |
| 80, | |
| 112, | |
| 192 | |
| ], | |
| "stackwise_output_filters": [ | |
| 16, | |
| 24, | |
| 40, | |
| 80, | |
| 112, | |
| 192, | |
| 320 | |
| ], | |
| "stackwise_expansion_ratios": [ | |
| 1, | |
| 6, | |
| 6, | |
| 6, | |
| 6, | |
| 6, | |
| 6 | |
| ], | |
| "stackwise_squeeze_and_excite_ratios": [ | |
| 0.25, | |
| 0.25, | |
| 0.25, | |
| 0.25, | |
| 0.25, | |
| 0.25, | |
| 0.25 | |
| ], | |
| "stackwise_strides": [ | |
| 1, | |
| 2, | |
| 2, | |
| 2, | |
| 1, | |
| 2, | |
| 1 | |
| ], | |
| "stackwise_block_types": [ | |
| "v1", | |
| "v1", | |
| "v1", | |
| "v1", | |
| "v1", | |
| "v1", | |
| "v1" | |
| ], | |
| "include_stem_padding": true, | |
| "use_depth_divisor_as_min_depth": true, | |
| "cap_round_filter_decrease": true, | |
| "stem_conv_padding": "valid", | |
| "batch_norm_momentum": 0.9, | |
| "batch_norm_epsilon": 1e-05 | |
| }, | |
| "registered_name": "keras_hub>EfficientNetBackbone" | |
| } |