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keras.engine.sequential.Sequential.e15d1d92

keras.engine.sequential.Sequential.e15d1d92

Visibility: public Uploaded 09-03-2021 by Prabhant Singh keras==2.2.4 numpy>=1.6.1 scipy>=0.9 1 runs
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  • keras keras_2.2.4 openml-python python
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Automatically created keras flow.

Parameters

backenddefault: "tensorflow"
class_namedefault: "Sequential"
configdefault: {"name": "sequential_7"}
keras_versiondefault: "2.2.4"
layer00_reshape_5default: {"class_name": "Reshape", "config": {"batch_input_shape": [null, 27648], "dtype": "float32", "name": "reshape_5", "target_shape": [96, 96, 3], "trainable": true}}
layer01_conv2d_28default: {"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], "filters": 32, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [3, 3], "name": "conv2d_28", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": false}}
layer02_batch_normalization_26default: {"class_name": "BatchNormalization", "config": {"axis": -1, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "momentum": 0.99, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "name": "batch_normalization_26", "scale": true, "trainable": true}}
layer03_activation_26default: {"class_name": "Activation", "config": {"activation": "relu", "name": "activation_26", "trainable": true}}
layer04_max_pooling2d_16default: {"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_16", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}}
layer05_dropout_21default: {"class_name": "Dropout", "config": {"name": "dropout_21", "noise_shape": null, "rate": 0.3, "seed": null, "trainable": true}}
layer06_conv2d_29default: {"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], "filters": 64, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [3, 3], "name": "conv2d_29", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": false}}
layer07_batch_normalization_27default: {"class_name": "BatchNormalization", "config": {"axis": -1, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "momentum": 0.99, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "name": "batch_normalization_27", "scale": true, "trainable": true}}
layer08_activation_27default: {"class_name": "Activation", "config": {"activation": "relu", "name": "activation_27", "trainable": true}}
layer09_conv2d_30default: {"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], "filters": 64, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [3, 3], "name": "conv2d_30", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": false}}
layer10_batch_normalization_28default: {"class_name": "BatchNormalization", "config": {"axis": -1, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "momentum": 0.99, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "name": "batch_normalization_28", "scale": true, "trainable": true}}
layer11_activation_28default: {"class_name": "Activation", "config": {"activation": "relu", "name": "activation_28", "trainable": true}}
layer12_max_pooling2d_17default: {"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_17", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}}
layer13_dropout_22default: {"class_name": "Dropout", "config": {"name": "dropout_22", "noise_shape": null, "rate": 0.3, "seed": null, "trainable": true}}
layer14_conv2d_31default: {"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], "filters": 128, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [3, 3], "name": "conv2d_31", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": false}}
layer15_batch_normalization_29default: {"class_name": "BatchNormalization", "config": {"axis": -1, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "momentum": 0.99, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "name": "batch_normalization_29", "scale": true, "trainable": true}}
layer16_activation_29default: {"class_name": "Activation", "config": {"activation": "relu", "name": "activation_29", "trainable": true}}
layer17_conv2d_32default: {"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], "filters": 128, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [3, 3], "name": "conv2d_32", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": false}}
layer18_batch_normalization_30default: {"class_name": "BatchNormalization", "config": {"axis": -1, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "momentum": 0.99, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "name": "batch_normalization_30", "scale": true, "trainable": true}}
layer19_activation_30default: {"class_name": "Activation", "config": {"activation": "relu", "name": "activation_30", "trainable": true}}
layer20_max_pooling2d_18default: {"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_18", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}}
layer21_dropout_23default: {"class_name": "Dropout", "config": {"name": "dropout_23", "noise_shape": null, "rate": 0.3, "seed": null, "trainable": true}}
layer22_flatten_6default: {"class_name": "Flatten", "config": {"data_format": "channels_last", "name": "flatten_6", "trainable": true}}
layer23_dense_11default: {"class_name": "Dense", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "name": "dense_11", "trainable": true, "units": 256, "use_bias": false}}
layer24_batch_normalization_31default: {"class_name": "BatchNormalization", "config": {"axis": -1, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "momentum": 0.99, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "name": "batch_normalization_31", "scale": true, "trainable": true}}
layer25_activation_31default: {"class_name": "Activation", "config": {"activation": "relu", "name": "activation_31", "trainable": true}}
layer26_dropout_24default: {"class_name": "Dropout", "config": {"name": "dropout_24", "noise_shape": null, "rate": 0.5, "seed": null, "trainable": true}}
layer27_dense_12default: {"class_name": "Dense", "config": {"activation": "softmax", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "name": "dense_12", "trainable": true, "units": 2, "use_bias": true}}
optimizerdefault: {"loss": "sparse_categorical_crossentropy", "loss_weights": null, "metrics": ["accuracy"], "optimizer_config": {"class_name": "Adam", "config": {"amsgrad": false, "beta_1": 0.8999999761581421, "beta_2": 0.9990000128746033, "decay": 0.0, "epsilon": 1e-07, "lr": 0.0010000000474974513}}, "sample_weight_mode": null, "weighted_metrics": null}

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