{ "modelTopology": { "class_name": "Model", "config": { "name": "model1", "layers": [ { "name": "input1", "class_name": "InputLayer", "config": { "batch_input_shape": [ null, 55 ], "dtype": "float32", "sparse": false, "name": "input1" }, "inbound_nodes": [] }, { "name": "dense_Dense1", "class_name": "Dense", "config": { "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": { "class_name": "VarianceScaling", "config": { "scale": 1, "mode": "fan_avg", "distribution": "normal", "seed": null } }, "bias_initializer": { "class_name": "Zeros", "config": {} }, "kernel_regularizer": { "class_name": "L1L2", "config": { "l1": 0.001, "l2": 0.001 } }, "bias_regularizer": { "class_name": "L1L2", "config": { "l1": 0.001, "l2": 0.001 } }, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "name": "dense_Dense1", "trainable": true }, "inbound_nodes": [ [ [ "input1", 0, 0, {} ] ] ] }, { "name": "batch_normalization_BatchNormalization1", "class_name": "BatchNormalization", "config": { "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": { "class_name": "Zeros", "config": {} }, "gamma_initializer": { "class_name": "Ones", "config": {} }, "moving_mean_initializer": { "class_name": "Zeros", "config": {} }, "moving_variance_initializer": { "class_name": "Ones", "config": {} }, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "name": "batch_normalization_BatchNormalization1", "trainable": true }, "inbound_nodes": [ [ [ "dense_Dense1", 0, 0, {} ] ] ] }, { "name": "activation_Activation1", "class_name": "Activation", "config": { "activation": "relu6", "name": "activation_Activation1", "trainable": true }, "inbound_nodes": [ [ [ "batch_normalization_BatchNormalization1", 0, 0, {} ] ] ] }, { "name": "dense_Dense2", "class_name": "Dense", "config": { "units": 1, "activation": "linear", "use_bias": true, "kernel_initializer": { "class_name": "VarianceScaling", "config": { "scale": 1, "mode": "fan_avg", "distribution": "normal", "seed": null } }, "bias_initializer": { "class_name": "Zeros", "config": {} }, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "name": "dense_Dense2", "trainable": true }, "inbound_nodes": [ [ [ "activation_Activation1", 0, 0, {} ] ] ] } ], "input_layers": [ [ "input1", 0, 0 ] ], "output_layers": [ [ "dense_Dense2", 0, 0 ] ] }, "keras_version": "tfjs-layers 3.12.0", "backend": "tensor_flow.js" }, "format": "layers-model", "generatedBy": "TensorFlow.js tfjs-layers v3.12.0", "convertedBy": null, "weightsManifest": [ { "paths": [ "./model.weights.bin" ], "weights": [ { "name": "dense_Dense1/kernel", "shape": [ 55, 64 ], "dtype": "float32" }, { "name": "dense_Dense1/bias", "shape": [ 64 ], "dtype": "float32" }, { "name": "batch_normalization_BatchNormalization1/gamma", "shape": [ 64 ], "dtype": "float32" }, { "name": "batch_normalization_BatchNormalization1/beta", "shape": [ 64 ], "dtype": "float32" }, { "name": "dense_Dense2/kernel", "shape": [ 64, 1 ], "dtype": "float32" }, { "name": "dense_Dense2/bias", "shape": [ 1 ], "dtype": "float32" }, { "name": "batch_normalization_BatchNormalization1/moving_mean", "shape": [ 64 ], "dtype": "float32" }, { "name": "batch_normalization_BatchNormalization1/moving_variance", "shape": [ 64 ], "dtype": "float32" } ] } ] }