167133
8542
batch_size
32
8542
build_fn
{"oml-python:serialized_object": "function", "value": "__main__.squeezenet_cifar10"}
8542
epochs
3
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layer0
{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 3072], "dtype": "float32", "name": "input", "sparse": false}, "inbound_nodes": [], "name": "input"}
8542
layer1
{"class_name": "Reshape", "config": {"name": "reshape_12", "target_shape": [32, 32, 3], "trainable": true}, "inbound_nodes": [[["input", 0, 0, {}]]], "name": "reshape_12"}
8542
layer10
{"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": [1, 1], "name": "conv2d_39", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_38", 0, 0, {}]]], "name": "conv2d_39"}
8542
layer11
{"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_40", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_38", 0, 0, {}]]], "name": "conv2d_40"}
8542
layer12
{"class_name": "Merge", "config": {"arguments": {}, "concat_axis": 1, "dot_axes": -1, "mode": "concat", "mode_type": "raw", "name": "merge_2", "output_mask": null, "output_mask_type": "raw", "output_shape": null, "output_shape_type": "raw"}, "inbound_nodes": [[["conv2d_39", 0, 0, {"mask": [null, null]}], ["conv2d_40", 0, 0, {"mask": [null, null]}]]], "name": "merge_2"}
8542
layer13
{"class_name": "Activation", "config": {"activation": "linear", "name": "activation_46", "trainable": true}, "inbound_nodes": [[["merge_2", 0, 0, {}]]], "name": "activation_46"}
8542
layer14
{"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": 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": [1, 1], "name": "conv2d_41", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["activation_46", 0, 0, {}]]], "name": "conv2d_41"}
8542
layer15
{"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": [1, 1], "name": "conv2d_42", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_41", 0, 0, {}]]], "name": "conv2d_42"}
8542
layer16
{"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_43", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_41", 0, 0, {}]]], "name": "conv2d_43"}
8542
layer17
{"class_name": "Merge", "config": {"arguments": {}, "concat_axis": 1, "dot_axes": -1, "mode": "concat", "mode_type": "raw", "name": "merge_3", "output_mask": null, "output_mask_type": "raw", "output_shape": null, "output_shape_type": "raw"}, "inbound_nodes": [[["conv2d_42", 0, 0, {"mask": [null, null]}], ["conv2d_43", 0, 0, {"mask": [null, null]}]]], "name": "merge_3"}
8542
layer18
{"class_name": "Activation", "config": {"activation": "linear", "name": "activation_47", "trainable": true}, "inbound_nodes": [[["merge_3", 0, 0, {}]]], "name": "activation_47"}
8542
layer19
{"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_24", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}, "inbound_nodes": [[["activation_47", 0, 0, {}]]], "name": "max_pooling2d_24"}
8542
layer2
{"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": 96, "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_34", "padding": "valid", "strides": [2, 2], "trainable": true, "use_bias": true}, "inbound_nodes": [[["reshape_12", 0, 0, {}]]], "name": "conv2d_34"}
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layer20
{"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": 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": [1, 1], "name": "conv2d_44", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["max_pooling2d_24", 0, 0, {}]]], "name": "conv2d_44"}
8542
layer21
{"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": [1, 1], "name": "conv2d_45", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_44", 0, 0, {}]]], "name": "conv2d_45"}
8542
layer22
{"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_46", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_44", 0, 0, {}]]], "name": "conv2d_46"}
8542
layer23
{"class_name": "Merge", "config": {"arguments": {}, "concat_axis": 1, "dot_axes": -1, "mode": "concat", "mode_type": "raw", "name": "merge_4", "output_mask": null, "output_mask_type": "raw", "output_shape": null, "output_shape_type": "raw"}, "inbound_nodes": [[["conv2d_45", 0, 0, {"mask": [null, null]}], ["conv2d_46", 0, 0, {"mask": [null, null]}]]], "name": "merge_4"}
8542
layer24
{"class_name": "Activation", "config": {"activation": "linear", "name": "activation_48", "trainable": true}, "inbound_nodes": [[["merge_4", 0, 0, {}]]], "name": "activation_48"}
8542
layer25
{"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": 48, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_47", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["activation_48", 0, 0, {}]]], "name": "conv2d_47"}
8542
layer26
{"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": 192, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_48", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_47", 0, 0, {}]]], "name": "conv2d_48"}
8542
layer27
{"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": 192, "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_49", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_47", 0, 0, {}]]], "name": "conv2d_49"}
8542
layer28
{"class_name": "Merge", "config": {"arguments": {}, "concat_axis": 1, "dot_axes": -1, "mode": "concat", "mode_type": "raw", "name": "merge_5", "output_mask": null, "output_mask_type": "raw", "output_shape": null, "output_shape_type": "raw"}, "inbound_nodes": [[["conv2d_48", 0, 0, {"mask": [null, null]}], ["conv2d_49", 0, 0, {"mask": [null, null]}]]], "name": "merge_5"}
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layer29
{"class_name": "Activation", "config": {"activation": "linear", "name": "activation_49", "trainable": true}, "inbound_nodes": [[["merge_5", 0, 0, {}]]], "name": "activation_49"}
8542
layer3
{"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_23", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}, "inbound_nodes": [[["conv2d_34", 0, 0, {}]]], "name": "max_pooling2d_23"}
8542
layer30
{"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": 48, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_50", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["activation_49", 0, 0, {}]]], "name": "conv2d_50"}
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layer31
{"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": 192, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_51", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_50", 0, 0, {}]]], "name": "conv2d_51"}
8542
layer32
{"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": 192, "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_52", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_50", 0, 0, {}]]], "name": "conv2d_52"}
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layer33
{"class_name": "Merge", "config": {"arguments": {}, "concat_axis": 1, "dot_axes": -1, "mode": "concat", "mode_type": "raw", "name": "merge_6", "output_mask": null, "output_mask_type": "raw", "output_shape": null, "output_shape_type": "raw"}, "inbound_nodes": [[["conv2d_51", 0, 0, {"mask": [null, null]}], ["conv2d_52", 0, 0, {"mask": [null, null]}]]], "name": "merge_6"}
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layer34
{"class_name": "Activation", "config": {"activation": "linear", "name": "activation_50", "trainable": true}, "inbound_nodes": [[["merge_6", 0, 0, {}]]], "name": "activation_50"}
8542
layer35
{"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": [1, 1], "name": "conv2d_53", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["activation_50", 0, 0, {}]]], "name": "conv2d_53"}
8542
layer36
{"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": [1, 1], "name": "conv2d_54", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_53", 0, 0, {}]]], "name": "conv2d_54"}
8542
layer37
{"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_55", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_53", 0, 0, {}]]], "name": "conv2d_55"}
8542
layer38
{"class_name": "Merge", "config": {"arguments": {}, "concat_axis": 1, "dot_axes": -1, "mode": "concat", "mode_type": "raw", "name": "merge_7", "output_mask": null, "output_mask_type": "raw", "output_shape": null, "output_shape_type": "raw"}, "inbound_nodes": [[["conv2d_54", 0, 0, {"mask": [null, null]}], ["conv2d_55", 0, 0, {"mask": [null, null]}]]], "name": "merge_7"}
8542
layer39
{"class_name": "Activation", "config": {"activation": "linear", "name": "activation_51", "trainable": true}, "inbound_nodes": [[["merge_7", 0, 0, {}]]], "name": "activation_51"}
8542
layer4
{"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": 16, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_35", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["max_pooling2d_23", 0, 0, {}]]], "name": "conv2d_35"}
8542
layer40
{"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_25", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}, "inbound_nodes": [[["activation_51", 0, 0, {}]]], "name": "max_pooling2d_25"}
8542
layer41
{"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": [1, 1], "name": "conv2d_56", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["max_pooling2d_25", 0, 0, {}]]], "name": "conv2d_56"}
8542
layer42
{"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": [1, 1], "name": "conv2d_57", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_56", 0, 0, {}]]], "name": "conv2d_57"}
8542
layer43
{"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_58", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_56", 0, 0, {}]]], "name": "conv2d_58"}
8542
layer44
{"class_name": "Merge", "config": {"arguments": {}, "concat_axis": 1, "dot_axes": -1, "mode": "concat", "mode_type": "raw", "name": "merge_8", "output_mask": null, "output_mask_type": "raw", "output_shape": null, "output_shape_type": "raw"}, "inbound_nodes": [[["conv2d_57", 0, 0, {"mask": [null, null]}], ["conv2d_58", 0, 0, {"mask": [null, null]}]]], "name": "merge_8"}
8542
layer45
{"class_name": "Activation", "config": {"activation": "linear", "name": "activation_52", "trainable": true}, "inbound_nodes": [[["merge_8", 0, 0, {}]]], "name": "activation_52"}
8542
layer46
{"class_name": "Dropout", "config": {"name": "dropout_12", "noise_shape": null, "rate": 0.5, "seed": null, "trainable": true}, "inbound_nodes": [[["activation_52", 0, 0, {}]]], "name": "dropout_12"}
8542
layer47
{"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": 10, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_59", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["dropout_12", 0, 0, {}]]], "name": "conv2d_59"}
8542
layer48
{"class_name": "AveragePooling2D", "config": {"data_format": "channels_last", "name": "average_pooling2d_1", "padding": "same", "pool_size": [13, 13], "strides": [1, 1], "trainable": true}, "inbound_nodes": [[["conv2d_59", 0, 0, {}]]], "name": "average_pooling2d_1"}
8542
layer49
{"class_name": "Flatten", "config": {"name": "flatten_12", "trainable": true}, "inbound_nodes": [[["average_pooling2d_1", 0, 0, {}]]], "name": "flatten_12"}
8542
layer5
{"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": [1, 1], "name": "conv2d_36", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_35", 0, 0, {}]]], "name": "conv2d_36"}
8542
layer50
{"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_23", "trainable": true, "units": 10, "use_bias": true}, "inbound_nodes": [[["flatten_12", 0, 0, {}]]], "name": "dense_23"}
8542
layer6
{"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_37", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["conv2d_35", 0, 0, {}]]], "name": "conv2d_37"}
8542
layer7
{"class_name": "Merge", "config": {"arguments": {}, "concat_axis": 1, "dot_axes": -1, "mode": "concat", "mode_type": "raw", "name": "merge_1", "output_mask": null, "output_mask_type": "raw", "output_shape": null, "output_shape_type": "raw"}, "inbound_nodes": [[["conv2d_36", 0, 0, {"mask": [null, null]}], ["conv2d_37", 0, 0, {"mask": [null, null]}]]], "name": "merge_1"}
8542
layer8
{"class_name": "Activation", "config": {"activation": "linear", "name": "activation_45", "trainable": true}, "inbound_nodes": [[["merge_1", 0, 0, {}]]], "name": "activation_45"}
8542
layer9
{"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": 16, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [1, 1], "name": "conv2d_38", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}, "inbound_nodes": [[["activation_45", 0, 0, {}]]], "name": "conv2d_38"}
8542
verbose
1
8542
openml-python
Sklearn_0.19.1.
usercpu_time_millis_training
228765.625
usercpu_time_millis_training
224437.5
usercpu_time_millis_training
223828.125
usercpu_time_millis_training
226421.875
usercpu_time_millis_training
231265.625
usercpu_time_millis_training
226453.125
usercpu_time_millis_training
230578.125
usercpu_time_millis_training
225843.75
usercpu_time_millis_training
232078.125
usercpu_time_millis_training
228734.375
usercpu_time_millis_testing
4625.0
usercpu_time_millis_testing
4796.875
usercpu_time_millis_testing
5234.375
usercpu_time_millis_testing
5484.375
usercpu_time_millis_testing
5437.5
usercpu_time_millis_testing
5578.125
usercpu_time_millis_testing
5515.625
usercpu_time_millis_testing
5437.5
usercpu_time_millis_testing
5812.5
usercpu_time_millis_testing
5625.0
usercpu_time_millis
233390.625
usercpu_time_millis
229234.375
usercpu_time_millis
229062.5
usercpu_time_millis
231906.25
usercpu_time_millis
236703.125
usercpu_time_millis
232031.25
usercpu_time_millis
236093.75
usercpu_time_millis
231281.25
usercpu_time_millis
237890.625
usercpu_time_millis
234359.375
predictive_accuracy
0.3195
predictive_accuracy
0.2835
predictive_accuracy
0.3105
predictive_accuracy
0.325
predictive_accuracy
0.2545
predictive_accuracy
0.265
predictive_accuracy
0.276
predictive_accuracy
0.35
predictive_accuracy
0.28
predictive_accuracy
0.3395