| batch_size | | default: 32 |
| build_fn | | default: {"oml-python:serialized_object": "function", "value": "__main__.vgg_mnist"} |
| epochs | | default: 3 |
| layer0 | | default: {"class_name": "Reshape", "config": {"batch_input_shape": [null, 784], "dtype": "float32", "name": "reshape_2", "target_shape": [28, 28, 1], "trainable": true}} |
| layer1 | | default: {"class_name": "ZeroPadding2D", "config": {"data_format": "channels_last", "name": "zero_padding2d_9", "padding": [[1, 1], [1, 1]], "trainable": true}} |
| layer10 | | default: {"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_5", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}} |
| layer11 | | default: {"class_name": "ZeroPadding2D", "config": {"data_format": "channels_last", "name": "zero_padding2d_13", "padding": [[1, 1], [1, 1]], "trainable": true}} |
| layer12 | | default: {"class_name": "Conv2D", "config": {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "filters": 256, "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_13", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": true}} |
| layer13 | | default: {"class_name": "ZeroPadding2D", "config": {"data_format": "channels_last", "name": "zero_padding2d_14", "padding": [[1, 1], [1, 1]], "trainable": true}} |
| layer14 | | default: {"class_name": "Conv2D", "config": {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "filters": 256, "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_14", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": true}} |
| layer15 | | default: {"class_name": "ZeroPadding2D", "config": {"data_format": "channels_last", "name": "zero_padding2d_15", "padding": [[1, 1], [1, 1]], "trainable": true}} |
| layer16 | | default: {"class_name": "Conv2D", "config": {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "filters": 256, "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_15", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": true}} |
| layer17 | | default: {"class_name": "ZeroPadding2D", "config": {"data_format": "channels_last", "name": "zero_padding2d_16", "padding": [[1, 1], [1, 1]], "trainable": true}} |
| layer18 | | default: {"class_name": "Conv2D", "config": {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "filters": 256, "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_16", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": true}} |
| layer19 | | default: {"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_6", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}} |
| layer2 | | default: {"class_name": "Conv2D", "config": {"activation": "relu", "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_9", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": true}} |
| layer20 | | default: {"class_name": "Flatten", "config": {"data_format": "channels_last", "name": "flatten_2", "trainable": true}} |
| layer21 | | default: {"class_name": "Dropout", "config": {"name": "dropout_2", "noise_shape": null, "rate": 0.2, "seed": null, "trainable": true}} |
| layer22 | | default: {"class_name": "Dense", "config": {"activation": "relu", "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_2", "trainable": true, "units": 1024, "use_bias": true}} |
| layer23 | | default: {"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_3", "trainable": true, "units": 10, "use_bias": true}} |
| layer3 | | default: {"class_name": "ZeroPadding2D", "config": {"data_format": "channels_last", "name": "zero_padding2d_10", "padding": [[1, 1], [1, 1]], "trainable": true}} |
| layer4 | | default: {"class_name": "Conv2D", "config": {"activation": "relu", "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_10", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": true}} |
| layer5 | | default: {"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_4", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}} |
| layer6 | | default: {"class_name": "ZeroPadding2D", "config": {"data_format": "channels_last", "name": "zero_padding2d_11", "padding": [[1, 1], [1, 1]], "trainable": true}} |
| layer7 | | default: {"class_name": "Conv2D", "config": {"activation": "relu", "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_11", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": true}} |
| layer8 | | default: {"class_name": "ZeroPadding2D", "config": {"data_format": "channels_last", "name": "zero_padding2d_12", "padding": [[1, 1], [1, 1]], "trainable": true}} |
| layer9 | | default: {"class_name": "Conv2D", "config": {"activation": "relu", "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_12", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": true}} |
| verbose | | default: 1 |