model.json

{"layers": [{"name": "BatchNormalization", "custom_name": "batchnormalization", "epsilon": 1e-06, "trainable": true, "input_shape": [2200, 220], "cache_enabled": true, "mode": 0, "momentum": 0.9, "axis": -1}, {"W_constraint": null, "b_constraint": null, "name": "TimeDistributedDense", "custom_name": "timedistributeddense", "activity_regularizer": null, "trainable": true, "cache_enabled": true, "init": "glorot_uniform", "activation": "linear", "input_dim": null, "b_regularizer": null, "W_regularizer": null, "output_dim": 50, "input_length": null}, {"cache_enabled": true, "trainable": true, "name": "LeakyReLU", "custom_name": "leakyrelu", "alpha": 0.1}, {"name": "BatchNormalization", "custom_name": "batchnormalization", "epsilon": 1e-06, "trainable": true, "cache_enabled": true, "mode": 0, "momentum": 0.9, "axis": -1}, {"name": "LSTM", "custom_name": "lstm", "inner_activation": "sigmoid", "go_backwards": false, "output_dim": 50, "trainable": true, "stateful": false, "cache_enabled": true, "init": "glorot_uniform", "inner_init": "orthogonal", "input_dim": 50, "return_sequences": false, "activation": "tanh", "forget_bias_init": "one", "input_length": null}, {"cache_enabled": true, "trainable": true, "name": "LeakyReLU", "custom_name": "leakyrelu", "alpha": 0.1}, {"W_constraint": null, "b_constraint": null, "name": "Dense", "custom_name": "dense", "activity_regularizer": null, "trainable": true, "cache_enabled": true, "init": "glorot_uniform", "activation": "linear", "input_dim": null, "b_regularizer": null, "W_regularizer": null, "output_dim": 20}, {"name": "BatchNormalization", "custom_name": "batchnormalization", "epsilon": 1e-06, "trainable": true, "cache_enabled": true, "mode": 0, "momentum": 0.9, "axis": -1}, {"cache_enabled": true, "trainable": true, "name": "LeakyReLU", "custom_name": "leakyrelu", "alpha": 0.1}, {"W_constraint": null, "b_constraint": null, "name": "Dense", "custom_name": "dense", "activity_regularizer": null, "trainable": true, "cache_enabled": true, "init": "glorot_uniform", "activation": "linear", "input_dim": null, "b_regularizer": null, "W_regularizer": null, "output_dim": 2}], "optimizer": {"epsilon": 1e-06, "lr": 0.009999999776482582, "name": "RMSprop", "rho": 0.8999999761581421}, "class_mode": "categorical", "name": "Sequential", "loss": "mean_squared_error"}