| { |
| "module": "keras_hub.src.models.efficientnet.efficientnet_backbone", |
| "class_name": "EfficientNetBackbone", |
| "config": { |
| "name": "efficient_net_backbone", |
| "trainable": true, |
| "stackwise_width_coefficients": [ |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0 |
| ], |
| "stackwise_depth_coefficients": [ |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0, |
| 1.0 |
| ], |
| "dropout": 0, |
| "depth_divisor": 8, |
| "min_depth": null, |
| "activation": "silu", |
| "input_shape": [ |
| null, |
| null, |
| 3 |
| ], |
| "stackwise_kernel_sizes": [ |
| 3, |
| 3, |
| 3, |
| 3, |
| 3, |
| 3 |
| ], |
| "stackwise_num_repeats": [ |
| 2, |
| 4, |
| 4, |
| 6, |
| 9, |
| 15 |
| ], |
| "stackwise_input_filters": [ |
| 24, |
| 24, |
| 48, |
| 64, |
| 128, |
| 160 |
| ], |
| "stackwise_output_filters": [ |
| 24, |
| 48, |
| 64, |
| 128, |
| 160, |
| 272 |
| ], |
| "stackwise_expansion_ratios": [ |
| 1, |
| 4, |
| 4, |
| 4, |
| 6, |
| 6 |
| ], |
| "stackwise_squeeze_and_excite_ratios": [ |
| 0, |
| 0, |
| 0, |
| 0.25, |
| 0.25, |
| 0.25 |
| ], |
| "stackwise_strides": [ |
| 1, |
| 2, |
| 2, |
| 2, |
| 1, |
| 2 |
| ], |
| "stackwise_block_types": [ |
| "fused", |
| "fused", |
| "fused", |
| "unfused", |
| "unfused", |
| "unfused" |
| ], |
| "stackwise_force_input_filters": [ |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0 |
| ], |
| "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, |
| "projection_activation": null |
| }, |
| "registered_name": "keras_hub>EfficientNetBackbone" |
| } |
