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model_pol.json
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model_pol.json
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{"class_name": "Model", "config": {"name": "model_1", "layers": [{"name": "conv1d_1_input", "class_name": "InputLayer", "config": {"batch_input_shape": [null, 400, 3], "dtype": "float32", "sparse": false, "name": "conv1d_1_input"}, "inbound_nodes": []}, {"name": "lambda_1", "class_name": "Lambda", "config": {"name": "lambda_1", "trainable": true, "function": ["4wMAAAAAAAAACgAAAAQAAABTAAAAc4YAAAB0AGoBfACDAX0DfANkAGQBhQIZAH0EfANkAWQAhQIZ\nAH0FfAR8AhoAfQZ8AXwCZAEYAGsCckR8BHwGfAEUABgAfQduBHwGfQd0AGoCfAd8BWcCZAJkA40C\nfQd0AGoCfAZ8BWQCFABnAmQCZAONAn0IfAh8ARQAfQl0AGoDfAB8CXwHgwNTACkETukBAAAA6QAA\nAAApAdoEYXhpcykE2gFL2gVzaGFwZdoLY29uY2F0ZW5hdGXaBXNsaWNlKQraBGRhdGHaAWnaBXBh\ncnRzcgUAAADaCmJhdGNoX3NpemXaC2lucHV0X3NoYXBl2gRzdGVw2gRzaXpl2gZzdHJpZGXaBXN0\nYXJ0qQByEQAAAPpgL2hvbWUvenJvc3Mvc3JjL21pbmljb25kYTMvZW52cy9rZXJhcy9saWIvcHl0\naG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXMvdXRpbHMvbXVsdGlfZ3B1X3V0aWxzLnB52glnZXRf\nc2xpY2W3AAAAcxYAAAAAAQoBDAEMAQgBDAEOAgQBEgEWAQgB\n", null, null], "function_type": "lambda", "output_shape": [400, 3], "output_shape_type": "raw", "arguments": {"i": 0, "parts": 3}}, "inbound_nodes": [[["conv1d_1_input", 0, 0, {}]]]}, {"name": "lambda_2", "class_name": "Lambda", "config": {"name": "lambda_2", "trainable": true, "function": ["4wMAAAAAAAAACgAAAAQAAABTAAAAc4YAAAB0AGoBfACDAX0DfANkAGQBhQIZAH0EfANkAWQAhQIZ\nAH0FfAR8AhoAfQZ8AXwCZAEYAGsCckR8BHwGfAEUABgAfQduBHwGfQd0AGoCfAd8BWcCZAJkA40C\nfQd0AGoCfAZ8BWQCFABnAmQCZAONAn0IfAh8ARQAfQl0AGoDfAB8CXwHgwNTACkETukBAAAA6QAA\nAAApAdoEYXhpcykE2gFL2gVzaGFwZdoLY29uY2F0ZW5hdGXaBXNsaWNlKQraBGRhdGHaAWnaBXBh\ncnRzcgUAAADaCmJhdGNoX3NpemXaC2lucHV0X3NoYXBl2gRzdGVw2gRzaXpl2gZzdHJpZGXaBXN0\nYXJ0qQByEQAAAPpgL2hvbWUvenJvc3Mvc3JjL21pbmljb25kYTMvZW52cy9rZXJhcy9saWIvcHl0\naG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXMvdXRpbHMvbXVsdGlfZ3B1X3V0aWxzLnB52glnZXRf\nc2xpY2W3AAAAcxYAAAAAAQoBDAEMAQgBDAEOAgQBEgEWAQgB\n", null, null], "function_type": "lambda", "output_shape": [400, 3], "output_shape_type": "raw", "arguments": {"i": 1, "parts": 3}}, "inbound_nodes": [[["conv1d_1_input", 0, 0, {}]]]}, {"name": "lambda_3", "class_name": "Lambda", "config": {"name": "lambda_3", "trainable": true, "function": ["4wMAAAAAAAAACgAAAAQAAABTAAAAc4YAAAB0AGoBfACDAX0DfANkAGQBhQIZAH0EfANkAWQAhQIZ\nAH0FfAR8AhoAfQZ8AXwCZAEYAGsCckR8BHwGfAEUABgAfQduBHwGfQd0AGoCfAd8BWcCZAJkA40C\nfQd0AGoCfAZ8BWQCFABnAmQCZAONAn0IfAh8ARQAfQl0AGoDfAB8CXwHgwNTACkETukBAAAA6QAA\nAAApAdoEYXhpcykE2gFL2gVzaGFwZdoLY29uY2F0ZW5hdGXaBXNsaWNlKQraBGRhdGHaAWnaBXBh\ncnRzcgUAAADaCmJhdGNoX3NpemXaC2lucHV0X3NoYXBl2gRzdGVw2gRzaXpl2gZzdHJpZGXaBXN0\nYXJ0qQByEQAAAPpgL2hvbWUvenJvc3Mvc3JjL21pbmljb25kYTMvZW52cy9rZXJhcy9saWIvcHl0\naG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXMvdXRpbHMvbXVsdGlfZ3B1X3V0aWxzLnB52glnZXRf\nc2xpY2W3AAAAcxYAAAAAAQoBDAEMAQgBDAEOAgQBEgEWAQgB\n", null, null], "function_type": "lambda", "output_shape": [400, 3], "output_shape_type": "raw", "arguments": {"i": 2, "parts": 3}}, "inbound_nodes": [[["conv1d_1_input", 0, 0, {}]]]}, {"name": "sequential_1", "class_name": "Sequential", "config": [{"class_name": "Conv1D", "config": {"name": "conv1d_1", "trainable": true, "batch_input_shape": [null, 400, 3], "dtype": "float32", "filters": 32, "kernel_size": [21], "strides": [1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_1", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}}, {"class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "activation": "relu"}}, {"class_name": "MaxPooling1D", "config": {"name": "max_pooling1d_1", "trainable": true, "strides": [2], "pool_size": [2], "padding": "valid"}}, {"class_name": "Conv1D", "config": {"name": "conv1d_2", "trainable": true, "filters": 64, "kernel_size": [15], "strides": [1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_2", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}}, {"class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "activation": "relu"}}, {"class_name": "MaxPooling1D", "config": {"name": "max_pooling1d_2", "trainable": true, "strides": [2], "pool_size": [2], "padding": "valid"}}, {"class_name": "Conv1D", "config": {"name": "conv1d_3", "trainable": true, "filters": 128, "kernel_size": [11], "strides": [1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_3", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}}, {"class_name": "Activation", "config": {"name": "activation_3", "trainable": true, "activation": "relu"}}, {"class_name": "MaxPooling1D", "config": {"name": "max_pooling1d_3", "trainable": true, "strides": [2], "pool_size": [2], "padding": "valid"}}, {"class_name": "Conv1D", "config": {"name": "conv1d_4", "trainable": true, "filters": 256, "kernel_size": [9], "strides": [1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_4", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": 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