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modelResnet.json
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modelResnet.json
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{"keras_version": "2.2.0", "backend": "tensorflow", "class_name": "Model", "config": {"input_layers": [["input_1", 0, 0]], "name": "resnet50", "layers": [{"inbound_nodes": [], "name": "input_1", "config": {"name": "input_1", "dtype": "float32", "batch_input_shape": [null, 224, 224, 3], "sparse": false}, "class_name": "InputLayer"}, {"inbound_nodes": [[["input_1", 0, 0, {}]]], "name": "conv1_pad", "config": {"trainable": true, "name": "conv1_pad", "padding": [[3, 3], [3, 3]], "data_format": "channels_last"}, "class_name": "ZeroPadding2D"}, {"inbound_nodes": [[["conv1_pad", 0, 0, {}]]], "name": "conv1", "config": {"trainable": true, "bias_regularizer": null, "padding": "valid", "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "name": "conv1", "filters": 64, "activation": "linear", "kernel_constraint": null, "kernel_regularizer": null, "kernel_size": [7, 7], "strides": [2, 2], "use_bias": true, "activity_regularizer": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "seed": null, "scale": 1.0}}, "dilation_rate": [1, 1], "data_format": "channels_last"}, "class_name": "Conv2D"}, {"inbound_nodes": [[["conv1", 0, 0, {}]]], "name": "bn_conv1", "config": {"trainable": true, "gamma_regularizer": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "epsilon": 0.001, "name": "bn_conv1", "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "center": true, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "gamma_constraint": null, "momentum": 0.99, "axis": 3, "beta_regularizer": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_constraint": null, "scale": true}, "class_name": "BatchNormalization"}, {"inbound_nodes": [[["bn_conv1", 0, 0, {}]]], "name": "activation_1", "config": {"trainable": true, "name": "activation_1", "activation": "relu"}, "class_name": "Activation"}, {"inbound_nodes": [[["activation_1", 0, 0, {}]]], "name": "max_pooling2d_1", "config": {"trainable": true, "padding": "valid", "strides": [2, 2], "name": "max_pooling2d_1", "pool_size": [3, 3], "data_format": "channels_last"}, "class_name": "MaxPooling2D"}, {"inbound_nodes": [[["max_pooling2d_1", 0, 0, {}]]], "name": "res2a_branch2a", "config": {"trainable": true, "bias_regularizer": null, "padding": "valid", "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "name": "res2a_branch2a", "filters": 64, "activation": "linear", "kernel_constraint": null, "kernel_regularizer": null, "kernel_size": [1, 1], "strides": [1, 1], "use_bias": true, "activity_regularizer": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "seed": null, "scale": 1.0}}, "dilation_rate": [1, 1], "data_format": "channels_last"}, "class_name": "Conv2D"}, {"inbound_nodes": [[["res2a_branch2a", 0, 0, {}]]], "name": "bn2a_branch2a", "config": {"trainable": true, "gamma_regularizer": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "epsilon": 0.001, "name": "bn2a_branch2a", "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "center": true, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "gamma_constraint": null, "momentum": 0.99, "axis": 3, "beta_regularizer": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_constraint": null, "scale": true}, "class_name": "BatchNormalization"}, {"inbound_nodes": [[["bn2a_branch2a", 0, 0, {}]]], "name": "activation_2", "config": {"trainable": true, "name": "activation_2", "activation": "relu"}, "class_name": "Activation"}, {"inbound_nodes": [[["activation_2", 0, 0, {}]]], "name": "res2a_branch2b", "config": {"trainable": true, "bias_regularizer": null, "padding": "same", "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "name": "res2a_branch2b", "filters": 64, "activation": "linear", "kernel_constraint": null, "kernel_regularizer": null, "kernel_size": [3, 3], "strides": [1, 1], "use_bias": true, "activity_regularizer": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "seed": null, "scale": 1.0}}, "dilation_rate": [1, 1], "data_format": "channels_last"}, "class_name": "Conv2D"}, {"inbound_nodes": [[["res2a_branch2b", 0, 0, {}]]], "name": "bn2a_branch2b", "config": {"trainable": true, "gamma_regularizer": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "epsilon": 0.001, "name": "bn2a_branch2b", "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "center": true, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "gamma_constraint": null, "momentum": 0.99, "axis": 3, "beta_regularizer": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_constraint": null, "scale": true}, "class_name": "BatchNormalization"}, {"inbound_nodes": [[["bn2a_branch2b", 0, 0, {}]]], "name": "activation_3", "config": {"trainable": true, "name": "activation_3", "activation": "relu"}, "class_name": "Activation"}, {"inbound_nodes": [[["activation_3", 0, 0, {}]]], "name": "res2a_branch2c", "config": {"trainable": true, "bias_regularizer": null, "padding": "valid", "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "name": "res2a_branch2c", "filters": 256, "activation": "linear", "kernel_constraint": null, "kernel_regularizer": null, "kernel_size": [1, 1], "strides": [1, 1], "use_bias": true, "activity_regularizer": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "seed": null, "scale": 1.0}}, "dilation_rate": [1, 1], "data_format": "channels_last"}, "class_name": "Conv2D"}, {"inbound_nodes": [[["max_pooling2d_1", 0, 0, {}]]], "name": "res2a_branch1", "config": {"trainable": true, "bias_regularizer": null, "padding": 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