prednet_model.json 2.34 KB
{"config": {"input_layers": [["input_1", 0, 0]], "output_layers": [["dense_2", 0, 0]], "name": "model_1", "layers": [{"config": {"name": "input_1", "batch_input_shape": [null, 10, 128, 160, 3], "dtype": "float32", "sparse": false}, "class_name": "InputLayer", "name": "input_1", "inbound_nodes": []}, {"config": {"unroll": false, "pixel_max": 1.0, "LSTM_activation": "tanh", "Ahat_filt_sizes": [3, 3, 3, 3], "return_state": false, "implementation": 0, "name": "pred_net_1", "extrap_start_time": null, "R_filt_sizes": [3, 3, 3, 3], "R_stack_sizes": [3, 48, 96, 192], "stack_sizes": [3, 48, 96, 192], "return_sequences": true, "go_backwards": false, "A_activation": "relu", "LSTM_inner_activation": "hard_sigmoid", "trainable": true, "error_activation": "relu", "output_mode": "error", "A_filt_sizes": [3, 3, 3], "stateful": false, "data_format": "channels_last"}, "class_name": "PredNet", "name": "pred_net_1", "inbound_nodes": [[["input_1", 0, 0, {}]]]}, {"config": {"trainable": false, "layer": {"config": {"kernel_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "name": "dense_1", "activity_regularizer": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "distribution": "uniform", "mode": "fan_avg"}, "class_name": "VarianceScaling"}, "units": 1, "kernel_regularizer": null, "bias_constraint": null, "trainable": false, "use_bias": true, "activation": "linear", "bias_regularizer": null}, "class_name": "Dense"}, "name": "time_distributed_1"}, "class_name": "TimeDistributed", "name": "time_distributed_1", "inbound_nodes": [[["pred_net_1", 0, 0, {}]]]}, {"config": {"trainable": true, "name": "flatten_1", "data_format": "channels_last"}, "class_name": "Flatten", "name": "flatten_1", "inbound_nodes": [[["time_distributed_1", 0, 0, {}]]]}, {"config": {"kernel_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "name": "dense_2", "activity_regularizer": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "distribution": "uniform", "mode": "fan_avg"}, "class_name": "VarianceScaling"}, "units": 1, "kernel_regularizer": null, "bias_constraint": null, "trainable": false, "use_bias": true, "activation": "linear", "bias_regularizer": null}, "class_name": "Dense", "name": "dense_2", "inbound_nodes": [[["flatten_1", 0, 0, {}]]]}]}, "class_name": "Model", "keras_version": "2.2.4", "backend": "tensorflow"}