conv_conv_pool_32_64_128 SAMPLE: 1, lr: 7.31e-04 reg 7.87e-03 drop 0.62
EPOCH 50
It 0/704: batch loss = 0.122, batch accuracy 1
It 500/704: batch loss = 0.122, batch accuracy 1
TRAIN loss: 0.12, accuracy: 1,
VALIDATION loss: 0.636, accuracy: 0.868,
RESULTS
conv_conv_pool_32_64_128_256
reg 3.42e-05 lr: 2.99e-03 drop 0.72 VAL ACC: 0.77
reg 2.55e-05 lr: 4.06e-04 drop 0.63 VAL ACC: 0.76
reg 2.57e-04 lr: 1.89e-03 drop 0.76 VAL ACC: 0.76
reg 1.24e-04 lr: 9.55e-04 drop 0.63 VAL ACC: 0.75
reg 4.44e-02 lr: 2.33e-04 drop 0.60 VAL ACC: 0.74
reg 2.02e-03 lr: 2.96e-04 drop 0.72 VAL ACC: 0.74
reg 1.92e-05 lr: 3.14e-04 drop 0.62 VAL ACC: 0.73
reg 1.43e-02 lr: 2.74e-04 drop 0.58 VAL ACC: 0.73
reg 1.08e-04 lr: 5.84e-03 drop 0.57 VAL ACC: 0.69
reg 9.09e-02 lr: 1.01e-04 drop 0.81 VAL ACC: 0.67
reg 8.71e-04 lr: 1.78e-04 drop 0.88 VAL ACC: 0.67
reg 3.56e-02 lr: 3.90e-04 drop 0.69 VAL ACC: 0.66
reg 2.76e-03 lr: 8.72e-05 drop 0.62 VAL ACC: 0.65
reg 2.73e-04 lr: 7.13e-05 drop 0.68 VAL ACC: 0.65
reg 1.44e-04 lr: 5.96e-05 drop 0.74 VAL ACC: 0.62
reg 9.60e-05 lr: 4.82e-05 drop 0.72 VAL ACC: 0.60
reg 1.57e-02 lr: 3.20e-05 drop 0.53 VAL ACC: 0.58
reg 3.21e-05 lr: 2.75e-05 drop 0.69 VAL ACC: 0.57
reg 5.13e-05 lr: 3.06e-05 drop 0.76 VAL ACC: 0.56
reg 1.72e-02 lr: 2.28e-05 drop 0.83 VAL ACC: 0.54
reg 2.98e-03 lr: 4.53e-03 drop 0.62 VAL ACC: 0.53
reg 3.87e-03 lr: 1.76e-05 drop 0.79 VAL ACC: 0.51
reg 3.38e-03 lr: 1.02e-05 drop 0.77 VAL ACC: 0.46
reg 1.78e-03 lr: 1.03e-05 drop 0.84 VAL ACC: 0.45
reg 6.66e-03 lr: 9.60e-03 drop 0.74 VAL ACC: 0.26
conv_conv_pool_32_64_128
global_average_pool
global_average_pool
global_average_pool
global_average_pool
global_average_pool
conv_conv_pool_32_64
conv_conv_pool_32_64
basic_bn_dropout_7_32
basic_bn_dropout_5_32
basic_bn_dropout_5_64
basic_bn_dropout_5_16