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model.json
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model.json
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{"format": "layers-model", "generatedBy": "keras v2.8.0", "convertedBy": "TensorFlow.js Converter v3.18.0", "modelTopology": {"keras_version": "2.8.0", "backend": "tensorflow", "model_config": {"class_name": "Model", "config": {"name": "Classifier", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 256], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_8"}, "name": "input_8", "inbound_nodes": []}, {"class_name": "Dense", "config": {"name": "dense_30", "trainable": true, "dtype": "float32", "units": 256, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"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_30", "inbound_nodes": [[["input_8", 0, 0, {}]]]}, {"class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_24", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "name": "leaky_re_lu_24", "inbound_nodes": [[["dense_30", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_4", "trainable": true, "dtype": "float32", "rate": 0.2, "noise_shape": null, "seed": null}, "name": "dropout_4", "inbound_nodes": [[["leaky_re_lu_24", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "dense_31", "trainable": true, "dtype": "float32", "units": 128, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"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_31", "inbound_nodes": [[["dropout_4", 0, 0, {}]]]}, {"class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_25", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "name": "leaky_re_lu_25", "inbound_nodes": [[["dense_31", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_5", "trainable": true, "dtype": "float32", "rate": 0.2, "noise_shape": null, "seed": null}, "name": "dropout_5", "inbound_nodes": [[["leaky_re_lu_25", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "dense_32", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"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_32", "inbound_nodes": [[["dropout_5", 0, 0, {}]]]}, {"class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_26", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "name": "leaky_re_lu_26", "inbound_nodes": [[["dense_32", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_6", "trainable": true, "dtype": "float32", "rate": 0.2, "noise_shape": null, "seed": null}, "name": "dropout_6", "inbound_nodes": [[["leaky_re_lu_26", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "dense_33", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"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_33", "inbound_nodes": [[["dropout_6", 0, 0, {}]]]}, {"class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_27", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "name": "leaky_re_lu_27", "inbound_nodes": [[["dense_33", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_7", "trainable": true, "dtype": "float32", "rate": 0.2, "noise_shape": null, "seed": null}, "name": "dropout_7", "inbound_nodes": [[["leaky_re_lu_27", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "dense_34", "trainable": true, "dtype": "float32", "units": 11, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"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_34", "inbound_nodes": [[["dropout_7", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_5", "trainable": true, "dtype": "float32", "activation": "softmax"}, "name": "activation_5", "inbound_nodes": [[["dense_34", 0, 0, {}]]]}], "input_layers": [["input_8", 0, 0]], "output_layers": [["activation_5", 0, 0]]}}, "training_config": {"loss": "categorical_crossentropy", "metrics": [[{"class_name": "MeanMetricWrapper", "config": {"name": "accuracy", "dtype": "float32", "fn": "categorical_accuracy"}}]], "weighted_metrics": null, "loss_weights": null, "optimizer_config": {"class_name": "Adam", "config": {"name": "Adam", "learning_rate": 0.0010000000474974513, "decay": 0.0, "beta_1": 0.8999999761581421, "beta_2": 0.9990000128746033, "epsilon": 1e-07, "amsgrad": false}}}}, "weightsManifest": [{"paths": ["group1-shard1of1.bin"], "weights": [{"name": "dense_30/kernel", "shape": [256, 256], "dtype": "float32"}, {"name": "dense_30/bias", "shape": [256], "dtype": "float32"}, {"name": "dense_31/kernel", "shape": [256, 128], "dtype": "float32"}, {"name": "dense_31/bias", "shape": [128], "dtype": "float32"}, {"name": "dense_32/kernel", "shape": [128, 64], "dtype": "float32"}, {"name": "dense_32/bias", "shape": [64], "dtype": "float32"}, {"name": "dense_33/kernel", "shape": [64, 32], "dtype": "float32"}, {"name": "dense_33/bias", "shape": [32], "dtype": "float32"}, {"name": "dense_34/kernel", "shape": [32, 11], "dtype": "float32"}, {"name": "dense_34/bias", "shape": [11], "dtype": "float32"}]}]}