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| ��3�e{"class_name": "Sequential", "config": {"layers": [{"class_name": "ZeroPadding2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "zero_padding2d_1", "padding": [[2, 2], [2, 2]], "trainable": true}}, {"class_name": "Conv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "dtype": "float32", "filters": 3, "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "kernel_size": [5, 5], "name": "conv2d_29", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": true}}], "name": "sequential_20"}}{�~Y{"class_name": "Activation", "config": {"activation": "tanh", "dtype": "float32", "name": "activation", "trainable": true}}� | |
| I��3{"class_name": "Sequential", "config": {"layers": [{"class_name": "ZeroPadding2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "zero_padding2d", "padding": [[2, 2], [2, 2]], "trainable": true}}, {"class_name": "Conv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "dtype": "float32", "filters": 96, "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "kernel_size": [5, 5], "name": "conv2d", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": true}}, {"class_name": "InstanceNormalization", "config": {"axis": null, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "epsilon": 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"float32", "filters": 192, "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_19", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": false}}����{"class_name": "InstanceNormalization", "config": {"axis": null, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "name": "instance_normalization_27", "scale": true, "trainable": true}}� ���{"class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_17", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}}����{"class_name": "DepthwiseConv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, 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"trainable": true}}����{"class_name": "Conv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "dtype": "float32", "filters": 192, "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_21", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": false}}����{"class_name": "InstanceNormalization", "config": {"axis": null, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "name": "instance_normalization_30", "scale": true, "trainable": true}}� ���{"class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_19", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}}����{"class_name": "DepthwiseConv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "depth_multiplier": 1, "depthwise_constraint": null, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "dilation_rate": [1, 1], "dtype": "float32", "kernel_size": [3, 3], "name": "depthwise_conv2d_11", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": false}}����{"class_name": "InstanceNormalization", "config": {"axis": null, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "name": "instance_normalization_31", "scale": true, "trainable": true}}����{"class_name": "Conv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "dtype": "float32", "filters": 192, "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_22", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": false}}����{"class_name": "InstanceNormalization", "config": {"axis": null, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "name": "instance_normalization_32", "scale": true, "trainable": true}}� ���{"class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_20", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}}�h | |
| ��{"class_name": "Sequential", "config": {"layers": [{"class_name": "Conv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "dtype": "float32", "filters": 96, "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_24", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": false}}, {"class_name": "InstanceNormalization", "config": {"axis": null, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "name": "instance_normalization_33", "scale": true, "trainable": true}}, {"class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_21", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}}, {"class_name": "DepthwiseConv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "depth_multiplier": 1, "depthwise_constraint": null, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "dilation_rate": [1, 1], "dtype": "float32", "kernel_size": [3, 3], "name": "depthwise_conv2d_12", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": false}}, {"class_name": "InstanceNormalization", "config": {"axis": null, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "name": "instance_normalization_34", "scale": true, "trainable": true}}, {"class_name": "Conv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "dtype": "float32", "filters": 96, "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_25", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": false}}, {"class_name": "InstanceNormalization", "config": {"axis": null, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "name": "instance_normalization_35", "scale": true, "trainable": true}}, {"class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_22", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}}], "name": "sequential_16"}}�h | |
| ��{"class_name": "Sequential", "config": {"layers": [{"class_name": "Conv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "dtype": "float32", "filters": 48, "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_27", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": false}}, {"class_name": "InstanceNormalization", "config": {"axis": null, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "name": "instance_normalization_36", "scale": true, 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"beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "name": "instance_normalization_33", "scale": true, "trainable": true}}� ���{"class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_21", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}}����{"class_name": "DepthwiseConv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "depth_multiplier": 1, "depthwise_constraint": null, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "dilation_rate": [1, 1], "dtype": "float32", "kernel_size": [3, 3], "name": "depthwise_conv2d_12", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": false}}����{"class_name": "InstanceNormalization", "config": {"axis": null, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "name": "instance_normalization_34", "scale": true, "trainable": true}}�mח�{"class_name": "Conv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "dtype": "float32", "filters": 96, "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_25", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": false}}����{"class_name": "InstanceNormalization", "config": {"axis": null, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "name": "instance_normalization_35", "scale": true, "trainable": true}}� ���{"class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_22", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}}�mח�{"class_name": "Conv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "dtype": "float32", "filters": 48, "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", 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"dilation_rate": [1, 1], "dtype": "float32", "filters": 48, "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_28", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": false}}����{"class_name": "InstanceNormalization", "config": {"axis": null, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "name": "instance_normalization_38", "scale": true, "trainable": true}}� ���{"class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_24", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}} |