167133
8593
batch_size
128
8593
build_fn
{"oml-python:serialized_object": "function", "value": "__main__.alexnet_cifar10small_cifar10small_5_128_False"}
8593
epochs
5
8593
layer0
{"class_name": "Reshape", "config": {"batch_input_shape": [null, 3072], "dtype": "float32", "name": "reshape_72", "target_shape": [32, 32, 3], "trainable": true}}
8593
layer1
{"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_356", "padding": "same", "strides": [2, 2], "trainable": false, "use_bias": true}}
8593
layer10
{"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_216", "padding": "valid", "pool_size": [3, 3], "strides": [2, 2], "trainable": true}}
8593
layer11
{"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_216", "scale": true, "trainable": true}}
8593
layer12
{"class_name": "Flatten", "config": {"data_format": "channels_last", "name": "flatten_72", "trainable": true}}
8593
layer13
{"class_name": "Dense", "config": {"activation": "tanh", "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_214", "trainable": true, "units": 4096, "use_bias": true}}
8593
layer14
{"class_name": "Dropout", "config": {"name": "dropout_143", "noise_shape": null, "rate": 0.5, "seed": null, "trainable": true}}
8593
layer15
{"class_name": "Dense", "config": {"activation": "tanh", "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_215", "trainable": true, "units": 4096, "use_bias": true}}
8593
layer16
{"class_name": "Dropout", "config": {"name": "dropout_144", "noise_shape": null, "rate": 0.5, "seed": null, "trainable": true}}
8593
layer17
{"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_216", "trainable": true, "units": 10, "use_bias": true}}
8593
layer2
{"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_214", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}}
8593
layer3
{"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_214", "scale": true, "trainable": true}}
8593
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": 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": [5, 5], "name": "conv2d_357", "padding": "same", "strides": [1, 1], "trainable": false, "use_bias": true}}
8593
layer5
{"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_215", "padding": "valid", "pool_size": [3, 3], "strides": [2, 2], "trainable": true}}
8593
layer6
{"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_215", "scale": true, "trainable": true}}
8593
layer7
{"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": 384, "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_358", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}}
8593
layer8
{"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": 384, "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_359", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}}
8593
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": 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_360", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}}
8593
verbose
2
8593
openml-python
Sklearn_0.19.1.
usercpu_time_millis_training
20028.365334999988
usercpu_time_millis_training
19116.125138
usercpu_time_millis_training
20702.680712000016
usercpu_time_millis_training
21267.190426000012
usercpu_time_millis_training
22030.77177199998
usercpu_time_millis_training
23278.60977900002
usercpu_time_millis_training
24249.193632000017
usercpu_time_millis_training
25395.31081800004
usercpu_time_millis_training
26762.66888400005
usercpu_time_millis_training
28056.422114999918
usercpu_time_millis_testing
448.34295900000143
usercpu_time_millis_testing
648.5487890000172
usercpu_time_millis_testing
769.276566000002
usercpu_time_millis_testing
923.4450029999834
usercpu_time_millis_testing
1196.3071659999969
usercpu_time_millis_testing
1528.9918730000522
usercpu_time_millis_testing
1709.3609649999735
usercpu_time_millis_testing
1901.206180000031
usercpu_time_millis_testing
2156.9595420000383
usercpu_time_millis_testing
2392.872496999985
usercpu_time_millis
20476.70829399999
usercpu_time_millis
19764.673927000018
usercpu_time_millis
21471.957278000016
usercpu_time_millis
22190.635428999994
usercpu_time_millis
23227.078937999977
usercpu_time_millis
24807.601652000074
usercpu_time_millis
25958.55459699999
usercpu_time_millis
27296.516998000072
usercpu_time_millis
28919.628426000087
usercpu_time_millis
30449.294611999903
predictive_accuracy
0.7545
predictive_accuracy
0.763
predictive_accuracy
0.7535
predictive_accuracy
0.747
predictive_accuracy
0.7565
predictive_accuracy
0.7385
predictive_accuracy
0.753
predictive_accuracy
0.7545
predictive_accuracy
0.746
predictive_accuracy
0.553