|
{ |
|
"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" |
|
} |