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public/data/adadelta10-1024tanh-autoencoder-tfmodel/model.json

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+{"modelTopology": {"backend": "tensorflow", "keras_version": "2.0.9", "model_config": {"class_name": "Model", "config": {"input_layers": [["input_1", 0, 0]], "output_layers": [["dense_6", 0, 0]], "layers": [{"class_name": "InputLayer", "config": {"dtype": "float32", "sparse": false, "batch_input_shape": [null, 82], "name": "input_1"}, "inbound_nodes": [], "name": "input_1"}, {"class_name": "Dense", "config": {"bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_constraint": null, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"mode": "fan_avg", "scale": 1.0, "distribution": "uniform", "seed": null}}, "name": "dense_1", "kernel_constraint": null, "use_bias": true, "activation": "tanh", "trainable": true, "units": 70}, "inbound_nodes": [[["input_1", 0, 0, {}]]], "name": "dense_1"}, {"class_name": "Dense", "config": {"bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_constraint": null, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"mode": "fan_avg", "scale": 1.0, "distribution": "uniform", "seed": null}}, "name": "dense_2", "kernel_constraint": null, "use_bias": true, "activation": "tanh", "trainable": true, "units": 40}, "inbound_nodes": [[["dense_1", 0, 0, {}]]], "name": "dense_2"}, {"class_name": "Dense", "config": {"bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_constraint": null, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"mode": "fan_avg", "scale": 1.0, "distribution": "uniform", "seed": null}}, "name": "dense_3", "kernel_constraint": null, "use_bias": true, "activation": "tanh", "trainable": true, "units": 2}, "inbound_nodes": [[["dense_2", 0, 0, {}]]], "name": "dense_3"}, {"class_name": "Dense", "config": {"bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_constraint": null, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"mode": "fan_avg", "scale": 1.0, "distribution": "uniform", "seed": null}}, "name": "dense_4", "kernel_constraint": null, "use_bias": true, "activation": "tanh", "trainable": true, "units": 70}, "inbound_nodes": [[["dense_3", 0, 0, {}]]], "name": "dense_4"}, {"class_name": "Dense", "config": {"bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_constraint": null, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"mode": "fan_avg", "scale": 1.0, "distribution": "uniform", "seed": null}}, "name": "dense_5", "kernel_constraint": null, "use_bias": true, "activation": "tanh", "trainable": true, "units": 40}, "inbound_nodes": [[["dense_4", 0, 0, {}]]], "name": "dense_5"}, {"class_name": "Dense", "config": {"bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_constraint": null, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"mode": "fan_avg", "scale": 1.0, "distribution": "uniform", "seed": null}}, "name": "dense_6", "kernel_constraint": null, "use_bias": true, "activation": "sigmoid", "trainable": true, "units": 82}, "inbound_nodes": [[["dense_5", 0, 0, {}]]], "name": "dense_6"}], "name": "model_1"}}, "training_config": {"loss_weights": null, "optimizer_config": {"class_name": "Adadelta", "config": {"epsilon": 1e-08, "decay": 0.0, "rho": 0.95, "lr": 1.0}}, "loss": "binary_crossentropy", "metrics": ["binary_accuracy"], "sample_weight_mode": null}}, "weightsManifest": [{"paths": ["group1-shard1of1"], "weights": [{"shape": [82, 70], "dtype": "float32", "name": "dense_1/kernel"}, {"shape": [70], "dtype": "float32", "name": "dense_1/bias"}, {"shape": [70, 40], "dtype": "float32", "name": "dense_2/kernel"}, {"shape": [40], "dtype": "float32", "name": "dense_2/bias"}, {"shape": [40, 2], "dtype": "float32", "name": "dense_3/kernel"}, {"shape": [2], "dtype": "float32", "name": "dense_3/bias"}, {"shape": [2, 70], "dtype": "float32", "name": "dense_4/kernel"}, {"shape": [70], "dtype": "float32", "name": "dense_4/bias"}, {"shape": [70, 40], "dtype": "float32", "name": "dense_5/kernel"}, {"shape": [40], "dtype": "float32", "name": "dense_5/bias"}, {"shape": [40, 82], "dtype": "float32", "name": "dense_6/kernel"}, {"shape": [82], "dtype": "float32", "name": "dense_6/bias"}]}]}

public/data/adadelta10-1024tanh-decoder-tfmodel/model.json

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+{"modelTopology": {"backend": "tensorflow", "model_config": {"config": {"layers": [{"config": {"batch_input_shape": [null, 2], "sparse": false, "name": "input_2", "dtype": "float32"}, "inbound_nodes": [], "class_name": "InputLayer", "name": "input_2"}, {"config": {"bias_initializer": {"config": {}, "class_name": "Zeros"}, "use_bias": true, "units": 70, "activity_regularizer": null, "activation": "tanh", "name": "dense_4", "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_constraint": null, "bias_regularizer": null, "kernel_constraint": null, "trainable": true, "kernel_regularizer": null}, "inbound_nodes": [[["input_2", 0, 0, {}]]], "class_name": "Dense", "name": "dense_4"}, {"config": {"bias_initializer": {"config": {}, "class_name": "Zeros"}, "use_bias": true, "units": 40, "activity_regularizer": null, "activation": "tanh", "name": "dense_5", "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_constraint": null, "bias_regularizer": null, "kernel_constraint": null, "trainable": true, "kernel_regularizer": null}, "inbound_nodes": [[["dense_4", 0, 0, {}]]], "class_name": "Dense", "name": "dense_5"}, {"config": {"bias_initializer": {"config": {}, "class_name": "Zeros"}, "use_bias": true, "units": 82, "activity_regularizer": null, "activation": "sigmoid", "name": "dense_6", "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_constraint": null, "bias_regularizer": null, "kernel_constraint": null, "trainable": true, "kernel_regularizer": null}, "inbound_nodes": [[["dense_5", 0, 0, {}]]], "class_name": "Dense", "name": "dense_6"}], "input_layers": [["input_2", 0, 0]], "name": "model_3", "output_layers": [["dense_6", 0, 0]]}, "class_name": "Model"}, "keras_version": "2.0.9"}, "weightsManifest": [{"paths": ["group1-shard1of1"], "weights": [{"shape": [2, 70], "name": "dense_4/kernel", "dtype": "float32"}, {"shape": [70], "name": "dense_4/bias", "dtype": "float32"}, {"shape": [70, 40], "name": "dense_5/kernel", "dtype": "float32"}, {"shape": [40], "name": "dense_5/bias", "dtype": "float32"}, {"shape": [40, 82], "name": "dense_6/kernel", "dtype": "float32"}, {"shape": [82], "name": "dense_6/bias", "dtype": "float32"}]}]}

public/data/adadelta10-1024tanh-encoder-tfmodel/model.json

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+{"modelTopology": {"model_config": {"config": {"name": "model_2", "layers": [{"name": "input_1", "config": {"name": "input_1", "dtype": "float32", "batch_input_shape": [null, 82], "sparse": false}, "class_name": "InputLayer", "inbound_nodes": []}, {"name": "dense_1", "config": {"kernel_regularizer": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "use_bias": true, "trainable": true, "activation": "tanh", "units": 70, "bias_constraint": null, "activity_regularizer": null, "bias_regularizer": null, "name": "dense_1", "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null}, "class_name": "Dense", "inbound_nodes": [[["input_1", 0, 0, {}]]]}, {"name": "dense_2", "config": {"kernel_regularizer": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "use_bias": true, "trainable": true, "activation": "tanh", "units": 40, "bias_constraint": null, "activity_regularizer": null, "bias_regularizer": null, "name": "dense_2", "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null}, "class_name": "Dense", "inbound_nodes": [[["dense_1", 0, 0, {}]]]}, {"name": "dense_3", "config": {"kernel_regularizer": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "use_bias": true, "trainable": true, "activation": "tanh", "units": 2, "bias_constraint": null, "activity_regularizer": null, "bias_regularizer": null, "name": "dense_3", "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null}, "class_name": "Dense", "inbound_nodes": [[["dense_2", 0, 0, {}]]]}], "input_layers": [["input_1", 0, 0]], "output_layers": [["dense_3", 0, 0]]}, "class_name": "Model"}, "backend": "tensorflow", "keras_version": "2.0.9"}, "weightsManifest": [{"weights": [{"name": "dense_1/kernel", "dtype": "float32", "shape": [82, 70]}, {"name": "dense_1/bias", "dtype": "float32", "shape": [70]}, {"name": "dense_2/kernel", "dtype": "float32", "shape": [70, 40]}, {"name": "dense_2/bias", "dtype": "float32", "shape": [40]}, {"name": "dense_3/kernel", "dtype": "float32", "shape": [40, 2]}, {"name": "dense_3/bias", "dtype": "float32", "shape": [2]}], "paths": ["group1-shard1of1"]}]}