I0905 08:05:02.804985 22961045792448 utils.py:90] Saving flags in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-4/nb_f-5/anchor_mul-10/max_d-12.649/flags.txt
I0905 08:05:02.814530 22961045792448 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 08:05:02.822351 22961045792448 dataset_builder.py:528] Reusing dataset cifar10 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2)
I0905 08:05:04.307116 22961045792448 logging_logger.py:49] Constructing tf.data.Dataset cifar10 for split ['train', 'test'], from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 08:05:04.308857 22961045792448 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2
I0905 08:05:04.313662 22961045792448 dataset_builder.py:528] Reusing dataset cifar100 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2)
I0905 08:05:04.344029 22961045792448 logging_logger.py:49] Constructing tf.data.Dataset cifar100 for split ['test'], from /home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2
nb_train_examples: 20000
ds_test_k_size: 1000
ds_test_uk_size: 1000
Dataset: cifar+10
Known classes: [0, 1, 8, 9]
Unknown classes: [33, 2, 3, 97, 46, 21, 64, 63, 88, 43]
--- Data preprocessing time : 0:00:07.635266 ---
Model: "model"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_2 (InputLayer)        [(None, 32, 32, 3)]       0         
                                                                 
 rescaling (Rescaling)       (None, 32, 32, 3)         0         
                                                                 
 normalization (Normalizatio  (None, 32, 32, 3)        0         
 n)                                                              
                                                                 
 dropout (Dropout)           (None, 32, 32, 3)         0         
                                                                 
 conv2d (Conv2D)             (None, 32, 32, 64)        1728      
                                                                 
 batch_normalization (BatchN  (None, 32, 32, 64)       256       
 ormalization)                                                   
                                                                 
 leaky_re_lu (LeakyReLU)     (None, 32, 32, 64)        0         
                                                                 
 conv2d_1 (Conv2D)           (None, 32, 32, 64)        36864     
                                                                 
 batch_normalization_1 (Batc  (None, 32, 32, 64)       256       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_1 (LeakyReLU)   (None, 32, 32, 64)        0         
                                                                 
 conv2d_2 (Conv2D)           (None, 16, 16, 128)       73728     
                                                                 
 batch_normalization_2 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_2 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 dropout_1 (Dropout)         (None, 16, 16, 128)       0         
                                                                 
 conv2d_3 (Conv2D)           (None, 16, 16, 128)       147456    
                                                                 
 batch_normalization_3 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_3 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 conv2d_4 (Conv2D)           (None, 16, 16, 128)       147456    
                                                                 
 batch_normalization_4 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_4 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 conv2d_5 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_5 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_5 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 dropout_2 (Dropout)         (None, 8, 8, 128)         0         
                                                                 
 conv2d_6 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_6 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_6 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 conv2d_7 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_7 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_7 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 conv2d_8 (Conv2D)           (None, 4, 4, 128)         147456    
                                                                 
 batch_normalization_8 (Batc  (None, 4, 4, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_8 (LeakyReLU)   (None, 4, 4, 128)         0         
                                                                 
 conv2d_9 (Conv2D)           (None, 4, 4, 20)          23040     
                                                                 
 features_layer (GlobalAvera  (None, 20)               0         
 gePooling2D)                                                    
                                                                 
=================================================================
Total params: 1,024,192
Trainable params: 1,022,144
Non-trainable params: 2,048
_________________________________________________________________
Using cosine_restart_warmup scheduler
2023-09-05 08:05:13.001751: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inmodel/dropout_1/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
2023-09-05 08:05:21.035935: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inmodel/dropout_1/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
Linear step: 0.009928503261272714
Warmup lrs: tf.Tensor(
[9.9999997e-05 1.0028503e-02 1.9957006e-02 2.9885510e-02 3.9814014e-02
 4.9742516e-02 5.9671018e-02 6.9599524e-02 7.9528026e-02 8.9456528e-02
 9.9385031e-02], shape=(11,), dtype=float32)
Training with loss: dist
Epoch  1/600
157/157 - 11s - loss: 8.8565 - accuracy: 0.2650 - 11s/epoch - 69ms/step
Test results :
	Loss (on known):8.75977611541748
	accuracy: 0.27399998903274536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     7.400 68.350 64.500 71.325 62.211
	Acc: 0.274 OSCR : 19.157 AUROC_max_val (%): 68.350 AUROC_real (%): 64.180

Epoch  2/600
157/157 - 4s - loss: 5.5617 - accuracy: 0.4308 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):6.3944501876831055
	accuracy: 0.4950000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     2.200 38.950 50.050 42.025 42.577
	Acc: 0.495 OSCR : 24.516 AUROC_max_val (%): 38.950 AUROC_real (%): 44.381

Epoch  3/600
157/157 - 4s - loss: 4.5470 - accuracy: 0.5330 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):5.1869587898254395
	accuracy: 0.5860000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.200 50.054 55.100 46.898 54.537
	Acc: 0.586 OSCR : 28.903 AUROC_max_val (%): 50.054 AUROC_real (%): 46.876

Epoch  4/600
157/157 - 4s - loss: 4.0136 - accuracy: 0.5892 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):3.3470990657806396
	accuracy: 0.6930000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     4.900 58.126 57.350 57.422 54.761
	Acc: 0.693 OSCR : 41.886 AUROC_max_val (%): 58.126 AUROC_real (%): 53.935

Epoch  5/600
157/157 - 4s - loss: 3.6415 - accuracy: 0.6308 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):4.269642353057861
	accuracy: 0.6729999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.200 74.409 68.900 76.832 70.114
	Acc: 0.673 OSCR : 38.437 AUROC_max_val (%): 74.409 AUROC_real (%): 52.798

Epoch  6/600
157/157 - 4s - loss: 3.3227 - accuracy: 0.6621 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):6.204844951629639
	accuracy: 0.5789999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.100 77.719 71.250 78.183 74.978
	Acc: 0.579 OSCR : 31.902 AUROC_max_val (%): 77.719 AUROC_real (%): 52.441

Epoch  7/600
157/157 - 4s - loss: 3.1341 - accuracy: 0.6813 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):3.069533586502075
	accuracy: 0.7689999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.000 78.129 72.200 79.733 74.924
	Acc: 0.769 OSCR : 48.614 AUROC_max_val (%): 78.129 AUROC_real (%): 59.881

Epoch  8/600
157/157 - 4s - loss: 2.9680 - accuracy: 0.6956 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):2.4301743507385254
	accuracy: 0.8029999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 83.565 76.650 85.640 79.681
	Acc: 0.803 OSCR : 58.706 AUROC_max_val (%): 83.565 AUROC_real (%): 69.403

Epoch  9/600
157/157 - 4s - loss: 2.8008 - accuracy: 0.7121 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):4.3680419921875
	accuracy: 0.6930000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.700 78.687 72.100 81.275 74.776
	Acc: 0.693 OSCR : 43.748 AUROC_max_val (%): 78.687 AUROC_real (%): 59.335

Epoch 10/600
157/157 - 4s - loss: 2.6762 - accuracy: 0.7224 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):3.1771795749664307
	accuracy: 0.7620000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.900 79.325 73.650 82.156 73.861
	Acc: 0.762 OSCR : 52.072 AUROC_max_val (%): 79.325 AUROC_real (%): 63.950

Epoch 11/600
157/157 - 4s - loss: 2.6007 - accuracy: 0.7355 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):2.6142354011535645
	accuracy: 0.8009999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 83.367 75.900 85.454 79.528
	Acc: 0.801 OSCR : 55.709 AUROC_max_val (%): 83.367 AUROC_real (%): 64.865

Epoch 12/600
157/157 - 4s - loss: 2.4292 - accuracy: 0.7518 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.7704349756240845
	accuracy: 0.8510000109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 83.740 75.600 85.854 81.438
	Acc: 0.851 OSCR : 68.483 AUROC_max_val (%): 83.740 AUROC_real (%): 76.834

Epoch 13/600
157/157 - 4s - loss: 2.3286 - accuracy: 0.7600 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):2.380084991455078
	accuracy: 0.796999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.800 83.874 76.600 86.616 79.624
	Acc: 0.797 OSCR : 60.119 AUROC_max_val (%): 83.874 AUROC_real (%): 71.053

Epoch 14/600
157/157 - 4s - loss: 2.2571 - accuracy: 0.7673 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):2.1604321002960205
	accuracy: 0.8410000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 85.557 78.050 86.812 83.819
	Acc: 0.841 OSCR : 59.807 AUROC_max_val (%): 85.557 AUROC_real (%): 68.195

Epoch 15/600
157/157 - 4s - loss: 2.2098 - accuracy: 0.7728 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):2.195384979248047
	accuracy: 0.843999981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.700 82.678 76.450 84.761 78.374
	Acc: 0.844 OSCR : 58.001 AUROC_max_val (%): 82.678 AUROC_real (%): 65.258

Epoch 16/600
157/157 - 4s - loss: 2.1624 - accuracy: 0.7754 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.9601590633392334
	accuracy: 0.8640000224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 84.918 77.700 86.970 81.987
	Acc: 0.864 OSCR : 60.832 AUROC_max_val (%): 84.918 AUROC_real (%): 67.672

Epoch 17/600
157/157 - 4s - loss: 2.1082 - accuracy: 0.7861 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.8966268301010132
	accuracy: 0.8410000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 80.366 73.450 81.865 76.964
	Acc: 0.841 OSCR : 60.478 AUROC_max_val (%): 80.366 AUROC_real (%): 67.917

Epoch 18/600
157/157 - 4s - loss: 2.0601 - accuracy: 0.7867 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.3941073417663574
	accuracy: 0.875 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.000 89.027 80.550 90.556 87.188
	Acc: 0.875 OSCR : 74.101 AUROC_max_val (%): 89.027 AUROC_real (%): 81.397

Epoch 19/600
157/157 - 4s - loss: 2.0530 - accuracy: 0.7878 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.29319429397583
	accuracy: 0.8880000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    52.200 89.485 81.500 90.899 87.199
	Acc: 0.888 OSCR : 71.926 AUROC_max_val (%): 89.485 AUROC_real (%): 77.968

Epoch 20/600
157/157 - 4s - loss: 2.0052 - accuracy: 0.7950 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):2.2215657234191895
	accuracy: 0.8619999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 85.991 79.150 88.020 82.423
	Acc: 0.862 OSCR : 61.661 AUROC_max_val (%): 85.991 AUROC_real (%): 68.351

Epoch 21/600
157/157 - 4s - loss: 1.9706 - accuracy: 0.7936 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.603687047958374
	accuracy: 0.8640000224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 84.679 77.550 86.796 81.419
	Acc: 0.864 OSCR : 62.099 AUROC_max_val (%): 84.679 AUROC_real (%): 68.176

Epoch 22/600
157/157 - 4s - loss: 1.9111 - accuracy: 0.8037 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.4959005117416382
	accuracy: 0.8650000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.642 77.450 87.495 83.118
	Acc: 0.865 OSCR : 65.728 AUROC_max_val (%): 85.642 AUROC_real (%): 72.040

Epoch 23/600
157/157 - 4s - loss: 1.9305 - accuracy: 0.8001 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.524782419204712
	accuracy: 0.8759999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.300 87.478 79.500 89.379 85.332
	Acc: 0.876 OSCR : 67.992 AUROC_max_val (%): 87.478 AUROC_real (%): 74.591

Epoch 24/600
157/157 - 4s - loss: 1.8639 - accuracy: 0.8073 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.8896732330322266
	accuracy: 0.8550000190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 85.999 76.900 87.788 83.803
	Acc: 0.855 OSCR : 65.339 AUROC_max_val (%): 85.999 AUROC_real (%): 73.941

Epoch 25/600
157/157 - 4s - loss: 1.8233 - accuracy: 0.8109 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.8008302450180054
	accuracy: 0.8429999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 84.836 77.750 87.277 81.291
	Acc: 0.843 OSCR : 64.013 AUROC_max_val (%): 84.836 AUROC_real (%): 71.181

Epoch 26/600
157/157 - 4s - loss: 1.8203 - accuracy: 0.8119 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.342818260192871
	accuracy: 0.878000020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.600 90.593 83.000 91.994 88.787
	Acc: 0.878 OSCR : 73.173 AUROC_max_val (%): 90.593 AUROC_real (%): 79.822

Epoch 27/600
157/157 - 4s - loss: 1.8083 - accuracy: 0.8158 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.287346363067627
	accuracy: 0.878000020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 86.633 79.400 89.025 82.634
	Acc: 0.878 OSCR : 71.068 AUROC_max_val (%): 86.633 AUROC_real (%): 76.865

Epoch 28/600
157/157 - 4s - loss: 1.7753 - accuracy: 0.8155 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.3008733987808228
	accuracy: 0.8820000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 87.257 79.750 89.170 84.423
	Acc: 0.882 OSCR : 71.570 AUROC_max_val (%): 87.257 AUROC_real (%): 77.533

Epoch 29/600
157/157 - 4s - loss: 1.7547 - accuracy: 0.8183 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.6775219440460205
	accuracy: 0.8669999837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.600 85.681 77.800 87.395 83.708
	Acc: 0.867 OSCR : 64.131 AUROC_max_val (%): 85.681 AUROC_real (%): 70.924

Epoch 30/600
157/157 - 4s - loss: 1.7270 - accuracy: 0.8207 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.679657220840454
	accuracy: 0.8500000238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 86.856 79.150 88.663 84.494
	Acc: 0.850 OSCR : 68.276 AUROC_max_val (%): 86.856 AUROC_real (%): 76.789

Epoch 31/600
157/157 - 4s - loss: 1.7180 - accuracy: 0.8205 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.3851008415222168
	accuracy: 0.8970000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 80.205 74.200 80.597 77.527
	Acc: 0.897 OSCR : 61.268 AUROC_max_val (%): 80.205 AUROC_real (%): 65.168

Epoch 32/600
157/157 - 4s - loss: 1.6987 - accuracy: 0.8230 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.1952440738677979
	accuracy: 0.8949999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.000 87.780 81.550 89.896 84.258
	Acc: 0.895 OSCR : 72.324 AUROC_max_val (%): 87.780 AUROC_real (%): 77.477

Epoch 33/600
157/157 - 4s - loss: 1.6863 - accuracy: 0.8260 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.98856121301651
	accuracy: 0.9039999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 87.742 79.800 89.516 84.747
	Acc: 0.904 OSCR : 76.889 AUROC_max_val (%): 87.742 AUROC_real (%): 81.678

Epoch 34/600
157/157 - 4s - loss: 1.6522 - accuracy: 0.8256 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.7070807218551636
	accuracy: 0.871999979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 84.722 76.700 86.113 82.902
	Acc: 0.872 OSCR : 64.965 AUROC_max_val (%): 84.722 AUROC_real (%): 71.711

Epoch 35/600
157/157 - 4s - loss: 1.6465 - accuracy: 0.8257 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.1609047651290894
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.600 87.175 79.600 89.226 84.383
	Acc: 0.892 OSCR : 72.176 AUROC_max_val (%): 87.175 AUROC_real (%): 77.886

Epoch 36/600
157/157 - 4s - loss: 1.6313 - accuracy: 0.8303 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.517277479171753
	accuracy: 0.8690000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.300 79.281 72.150 79.624 76.803
	Acc: 0.869 OSCR : 58.677 AUROC_max_val (%): 79.281 AUROC_real (%): 63.537

Epoch 37/600
157/157 - 4s - loss: 1.6162 - accuracy: 0.8325 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.422572135925293
	accuracy: 0.8870000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 85.824 78.250 87.516 82.987
	Acc: 0.887 OSCR : 66.473 AUROC_max_val (%): 85.824 AUROC_real (%): 72.088

Epoch 38/600
157/157 - 4s - loss: 1.5562 - accuracy: 0.8365 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.3318382501602173
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 83.405 75.950 85.784 80.294
	Acc: 0.892 OSCR : 66.816 AUROC_max_val (%): 83.405 AUROC_real (%): 71.889

Epoch 39/600
157/157 - 4s - loss: 1.5564 - accuracy: 0.8369 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.4635484218597412
	accuracy: 0.8930000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 82.092 74.850 83.667 79.824
	Acc: 0.893 OSCR : 62.184 AUROC_max_val (%): 82.092 AUROC_real (%): 66.895

Epoch 40/600
157/157 - 4s - loss: 1.5485 - accuracy: 0.8386 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.282922625541687
	accuracy: 0.8740000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 87.976 80.700 89.987 84.471
	Acc: 0.874 OSCR : 74.352 AUROC_max_val (%): 87.976 AUROC_real (%): 80.781

Epoch 41/600
157/157 - 4s - loss: 1.5629 - accuracy: 0.8367 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.1350280046463013
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.100 90.607 83.150 92.154 88.931
	Acc: 0.916 OSCR : 72.541 AUROC_max_val (%): 90.607 AUROC_real (%): 77.200

Epoch 42/600
157/157 - 4s - loss: 1.5286 - accuracy: 0.8409 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.1085902452468872
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 88.538 81.550 89.632 86.466
	Acc: 0.892 OSCR : 76.070 AUROC_max_val (%): 88.538 AUROC_real (%): 81.722

Epoch 43/600
157/157 - 4s - loss: 1.4883 - accuracy: 0.8445 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.1670228242874146
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.700 89.412 82.450 91.401 87.292
	Acc: 0.914 OSCR : 70.489 AUROC_max_val (%): 89.412 AUROC_real (%): 75.104

Epoch 44/600
157/157 - 4s - loss: 1.4736 - accuracy: 0.8438 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.1818615198135376
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.400 88.539 81.350 90.307 85.951
	Acc: 0.916 OSCR : 69.074 AUROC_max_val (%): 88.539 AUROC_real (%): 73.145

Epoch 45/600
157/157 - 4s - loss: 1.4626 - accuracy: 0.8462 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.3655705451965332
	accuracy: 0.8980000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 81.867 74.600 83.014 78.842
	Acc: 0.898 OSCR : 62.361 AUROC_max_val (%): 81.867 AUROC_real (%): 66.697

Epoch 46/600
157/157 - 4s - loss: 1.4666 - accuracy: 0.8465 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9771934747695923
	accuracy: 0.9039999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.300 89.524 82.550 91.403 86.706
	Acc: 0.904 OSCR : 78.388 AUROC_max_val (%): 89.524 AUROC_real (%): 83.410

Epoch 47/600
157/157 - 4s - loss: 1.4338 - accuracy: 0.8499 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.0215482711791992
	accuracy: 0.9020000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.400 89.893 82.800 91.572 87.082
	Acc: 0.902 OSCR : 76.573 AUROC_max_val (%): 89.893 AUROC_real (%): 81.268

Epoch 48/600
157/157 - 4s - loss: 1.4402 - accuracy: 0.8486 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.1189379692077637
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 87.099 79.800 89.098 83.460
	Acc: 0.908 OSCR : 70.380 AUROC_max_val (%): 87.099 AUROC_real (%): 75.035

Epoch 49/600
157/157 - 4s - loss: 1.4229 - accuracy: 0.8506 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.1842602491378784
	accuracy: 0.8989999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.800 90.906 83.550 92.313 89.011
	Acc: 0.899 OSCR : 75.046 AUROC_max_val (%): 90.906 AUROC_real (%): 80.597

Epoch 50/600
157/157 - 4s - loss: 1.4354 - accuracy: 0.8485 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9181258082389832
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 87.777 80.150 89.753 84.171
	Acc: 0.917 OSCR : 73.724 AUROC_max_val (%): 87.777 AUROC_real (%): 77.543

Epoch 51/600
157/157 - 4s - loss: 1.3865 - accuracy: 0.8533 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.0797119140625
	accuracy: 0.902999997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 81.853 74.900 83.515 78.809
	Acc: 0.903 OSCR : 69.853 AUROC_max_val (%): 81.853 AUROC_real (%): 74.047

Epoch 52/600
157/157 - 4s - loss: 1.4059 - accuracy: 0.8537 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9582456350326538
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 88.064 81.600 90.019 84.984
	Acc: 0.924 OSCR : 69.542 AUROC_max_val (%): 88.064 AUROC_real (%): 72.784

Epoch 53/600
157/157 - 4s - loss: 1.3588 - accuracy: 0.8595 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9003702402114868
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 86.292 79.100 88.642 82.342
	Acc: 0.912 OSCR : 75.744 AUROC_max_val (%): 86.292 AUROC_real (%): 79.648

Epoch 54/600
157/157 - 4s - loss: 1.3422 - accuracy: 0.8597 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.052061676979065
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.800 90.466 83.600 92.103 87.566
	Acc: 0.916 OSCR : 71.231 AUROC_max_val (%): 90.466 AUROC_real (%): 75.301

Epoch 55/600
157/157 - 4s - loss: 1.3333 - accuracy: 0.8593 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.25754714012146
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.300 89.053 82.000 90.533 86.775
	Acc: 0.907 OSCR : 69.798 AUROC_max_val (%): 89.053 AUROC_real (%): 74.348

Epoch 56/600
157/157 - 4s - loss: 1.3570 - accuracy: 0.8563 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9254936575889587
	accuracy: 0.9100000262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.800 89.808 82.800 91.587 86.854
	Acc: 0.910 OSCR : 76.954 AUROC_max_val (%): 89.808 AUROC_real (%): 81.337

Epoch 57/600
157/157 - 4s - loss: 1.3218 - accuracy: 0.8606 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.1852343082427979
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.300 88.102 80.850 89.731 86.144
	Acc: 0.908 OSCR : 68.850 AUROC_max_val (%): 88.102 AUROC_real (%): 73.370

Epoch 58/600
157/157 - 4s - loss: 1.3548 - accuracy: 0.8584 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.0689854621887207
	accuracy: 0.9010000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 84.627 78.100 87.109 80.236
	Acc: 0.901 OSCR : 70.953 AUROC_max_val (%): 84.627 AUROC_real (%): 74.990

Epoch 59/600
157/157 - 4s - loss: 1.2820 - accuracy: 0.8664 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.1280988454818726
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 85.274 78.250 86.984 82.184
	Acc: 0.908 OSCR : 67.230 AUROC_max_val (%): 85.274 AUROC_real (%): 71.217

Epoch 60/600
157/157 - 4s - loss: 1.2994 - accuracy: 0.8656 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.1737614870071411
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.900 87.814 79.950 89.898 85.855
	Acc: 0.914 OSCR : 68.407 AUROC_max_val (%): 87.814 AUROC_real (%): 72.964

Epoch 61/600
157/157 - 4s - loss: 1.2746 - accuracy: 0.8669 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8079144358634949
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.200 90.087 82.550 91.483 87.919
	Acc: 0.923 OSCR : 79.973 AUROC_max_val (%): 90.087 AUROC_real (%): 84.225

Epoch 62/600
157/157 - 4s - loss: 1.2710 - accuracy: 0.8659 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7981916666030884
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.300 88.101 81.400 89.708 84.876
	Acc: 0.931 OSCR : 73.847 AUROC_max_val (%): 88.101 AUROC_real (%): 76.943

Epoch 63/600
157/157 - 4s - loss: 1.2564 - accuracy: 0.8694 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.0789629220962524
	accuracy: 0.8970000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 86.096 78.900 88.222 83.088
	Acc: 0.897 OSCR : 72.600 AUROC_max_val (%): 86.096 AUROC_real (%): 77.254

Epoch 64/600
157/157 - 4s - loss: 1.2866 - accuracy: 0.8641 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7951943278312683
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 88.856 81.450 90.674 86.744
	Acc: 0.927 OSCR : 75.643 AUROC_max_val (%): 88.856 AUROC_real (%): 79.047

Epoch 65/600
157/157 - 4s - loss: 1.2531 - accuracy: 0.8678 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.0269873142242432
	accuracy: 0.9010000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 83.697 76.950 85.924 80.702
	Acc: 0.901 OSCR : 71.113 AUROC_max_val (%): 83.697 AUROC_real (%): 75.121

Epoch 66/600
157/157 - 4s - loss: 1.2339 - accuracy: 0.8706 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.0820050239562988
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 89.158 82.550 90.823 86.749
	Acc: 0.918 OSCR : 69.802 AUROC_max_val (%): 89.158 AUROC_real (%): 73.743

Epoch 67/600
157/157 - 4s - loss: 1.2341 - accuracy: 0.8706 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8899641633033752
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.200 89.365 82.300 90.821 86.856
	Acc: 0.922 OSCR : 77.358 AUROC_max_val (%): 89.365 AUROC_real (%): 81.448

Epoch 68/600
157/157 - 4s - loss: 1.2244 - accuracy: 0.8714 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.1310110092163086
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 86.227 79.150 87.822 83.505
	Acc: 0.907 OSCR : 68.178 AUROC_max_val (%): 86.227 AUROC_real (%): 72.359

Epoch 69/600
157/157 - 4s - loss: 1.2367 - accuracy: 0.8718 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9917075037956238
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 86.985 79.850 89.221 84.280
	Acc: 0.917 OSCR : 68.573 AUROC_max_val (%): 86.985 AUROC_real (%): 72.279

Epoch 70/600
157/157 - 4s - loss: 1.2023 - accuracy: 0.8731 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6289842128753662
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.100 90.933 83.500 92.249 89.306
	Acc: 0.939 OSCR : 81.655 AUROC_max_val (%): 90.933 AUROC_real (%): 84.805

Epoch 71/600
157/157 - 4s - loss: 1.1975 - accuracy: 0.8742 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.0173918008804321
	accuracy: 0.9100000262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.500 85.739 78.850 88.279 81.660
	Acc: 0.910 OSCR : 74.055 AUROC_max_val (%): 85.739 AUROC_real (%): 78.198

Epoch 72/600
157/157 - 4s - loss: 1.2240 - accuracy: 0.8740 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.0047115087509155
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.700 88.810 82.200 90.800 85.620
	Acc: 0.908 OSCR : 75.572 AUROC_max_val (%): 88.810 AUROC_real (%): 80.444

Epoch 73/600
157/157 - 4s - loss: 1.1938 - accuracy: 0.8740 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9382571578025818
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.800 89.909 83.150 91.390 87.061
	Acc: 0.924 OSCR : 73.849 AUROC_max_val (%): 89.909 AUROC_real (%): 77.659

Epoch 74/600
157/157 - 4s - loss: 1.2014 - accuracy: 0.8738 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7937127351760864
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.900 90.309 83.100 91.533 88.283
	Acc: 0.923 OSCR : 75.030 AUROC_max_val (%): 90.309 AUROC_real (%): 78.737

Epoch 75/600
157/157 - 4s - loss: 1.1887 - accuracy: 0.8752 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8610067963600159
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 89.309 82.550 91.217 86.556
	Acc: 0.925 OSCR : 74.628 AUROC_max_val (%): 89.309 AUROC_real (%): 78.159

Epoch 76/600
157/157 - 4s - loss: 1.1747 - accuracy: 0.8758 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8758366703987122
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 87.089 80.250 88.668 84.393
	Acc: 0.936 OSCR : 71.701 AUROC_max_val (%): 87.089 AUROC_real (%): 74.948

Epoch 77/600
157/157 - 4s - loss: 1.1743 - accuracy: 0.8753 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6903433799743652
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.200 90.636 83.750 92.037 88.212
	Acc: 0.936 OSCR : 79.521 AUROC_max_val (%): 90.636 AUROC_real (%): 82.813

Epoch 78/600
157/157 - 4s - loss: 1.1648 - accuracy: 0.8776 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8913918137550354
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 87.722 80.800 89.952 83.461
	Acc: 0.924 OSCR : 75.637 AUROC_max_val (%): 87.722 AUROC_real (%): 79.181

Epoch 79/600
157/157 - 4s - loss: 1.1548 - accuracy: 0.8769 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7291522026062012
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.900 90.736 83.800 92.398 88.141
	Acc: 0.942 OSCR : 76.412 AUROC_max_val (%): 90.736 AUROC_real (%): 79.363

Epoch 80/600
157/157 - 4s - loss: 1.1352 - accuracy: 0.8788 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9408993124961853
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 86.955 78.750 88.659 85.060
	Acc: 0.916 OSCR : 74.215 AUROC_max_val (%): 86.955 AUROC_real (%): 78.518

Epoch 81/600
157/157 - 4s - loss: 1.1515 - accuracy: 0.8789 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9483454823493958
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 88.391 81.500 90.283 85.206
	Acc: 0.922 OSCR : 71.934 AUROC_max_val (%): 88.391 AUROC_real (%): 75.518

Epoch 82/600
157/157 - 4s - loss: 1.1228 - accuracy: 0.8817 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8504073023796082
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 86.358 79.900 87.854 82.089
	Acc: 0.920 OSCR : 75.848 AUROC_max_val (%): 86.358 AUROC_real (%): 79.203

Epoch 83/600
157/157 - 4s - loss: 1.1355 - accuracy: 0.8806 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8447132706642151
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.300 90.086 83.200 91.621 87.957
	Acc: 0.923 OSCR : 77.361 AUROC_max_val (%): 90.086 AUROC_real (%): 81.190

Epoch 84/600
157/157 - 4s - loss: 1.0887 - accuracy: 0.8845 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9345932602882385
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 87.962 81.050 89.894 85.512
	Acc: 0.915 OSCR : 73.657 AUROC_max_val (%): 87.962 AUROC_real (%): 77.730

Epoch 85/600
157/157 - 4s - loss: 1.1330 - accuracy: 0.8811 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8034425973892212
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    50.400 90.570 83.350 91.848 88.251
	Acc: 0.939 OSCR : 74.245 AUROC_max_val (%): 90.570 AUROC_real (%): 77.299

Epoch 86/600
157/157 - 4s - loss: 1.0948 - accuracy: 0.8844 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6286275386810303
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.100 89.898 82.850 91.653 87.358
	Acc: 0.934 OSCR : 80.119 AUROC_max_val (%): 89.898 AUROC_real (%): 83.337

Epoch 87/600
157/157 - 4s - loss: 1.0861 - accuracy: 0.8868 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8480055928230286
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 84.312 77.500 86.294 79.704
	Acc: 0.928 OSCR : 69.461 AUROC_max_val (%): 84.312 AUROC_real (%): 72.237

Epoch 88/600
157/157 - 4s - loss: 1.0974 - accuracy: 0.8815 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8134544491767883
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 87.683 80.800 89.434 84.376
	Acc: 0.931 OSCR : 74.439 AUROC_max_val (%): 87.683 AUROC_real (%): 77.627

Epoch 89/600
157/157 - 4s - loss: 1.0962 - accuracy: 0.8848 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.0340827703475952
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.900 86.695 79.250 88.082 84.560
	Acc: 0.930 OSCR : 69.483 AUROC_max_val (%): 86.695 AUROC_real (%): 72.453

Epoch 90/600
157/157 - 4s - loss: 1.1017 - accuracy: 0.8844 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7075366973876953
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 87.254 80.300 89.048 84.268
	Acc: 0.935 OSCR : 78.760 AUROC_max_val (%): 87.254 AUROC_real (%): 81.960

Epoch 91/600
157/157 - 4s - loss: 1.0620 - accuracy: 0.8862 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8690086603164673
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 84.702 77.600 86.639 82.060
	Acc: 0.922 OSCR : 72.567 AUROC_max_val (%): 84.702 AUROC_real (%): 75.998

Epoch 92/600
157/157 - 4s - loss: 1.0719 - accuracy: 0.8853 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7686479091644287
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 84.936 78.150 86.456 81.633
	Acc: 0.930 OSCR : 77.346 AUROC_max_val (%): 84.936 AUROC_real (%): 80.344

Epoch 93/600
157/157 - 4s - loss: 1.0583 - accuracy: 0.8891 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6954705119132996
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.000 90.376 83.250 92.047 88.084
	Acc: 0.941 OSCR : 77.927 AUROC_max_val (%): 90.376 AUROC_real (%): 81.093

Epoch 94/600
157/157 - 4s - loss: 1.0342 - accuracy: 0.8916 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7625419497489929
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.800 87.713 80.800 89.011 85.653
	Acc: 0.932 OSCR : 75.540 AUROC_max_val (%): 87.713 AUROC_real (%): 78.932

Epoch 95/600
157/157 - 4s - loss: 1.0357 - accuracy: 0.8900 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8215168118476868
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 85.108 77.550 86.293 83.341
	Acc: 0.919 OSCR : 74.942 AUROC_max_val (%): 85.108 AUROC_real (%): 78.673

Epoch 96/600
157/157 - 4s - loss: 1.0243 - accuracy: 0.8918 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9367331266403198
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 85.905 79.500 88.484 81.724
	Acc: 0.928 OSCR : 71.357 AUROC_max_val (%): 85.905 AUROC_real (%): 74.633

Epoch 97/600
157/157 - 4s - loss: 1.0214 - accuracy: 0.8946 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7072147727012634
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.600 88.414 82.000 90.449 84.834
	Acc: 0.931 OSCR : 76.926 AUROC_max_val (%): 88.414 AUROC_real (%): 79.907

Epoch 98/600
157/157 - 4s - loss: 1.0276 - accuracy: 0.8914 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8147541880607605
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.300 89.793 82.500 91.676 86.827
	Acc: 0.935 OSCR : 76.755 AUROC_max_val (%): 89.793 AUROC_real (%): 79.978

Epoch 99/600
157/157 - 4s - loss: 0.9843 - accuracy: 0.8981 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8962752223014832
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 86.837 80.000 88.645 82.771
	Acc: 0.932 OSCR : 71.389 AUROC_max_val (%): 86.837 AUROC_real (%): 74.565

Epoch 100/600
157/157 - 4s - loss: 1.0249 - accuracy: 0.8913 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8106040358543396
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 89.914 83.250 91.900 86.805
	Acc: 0.934 OSCR : 73.535 AUROC_max_val (%): 89.914 AUROC_real (%): 76.557

Epoch 101/600
157/157 - 4s - loss: 1.0197 - accuracy: 0.8903 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7344637513160706
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 87.976 81.800 90.098 83.896
	Acc: 0.936 OSCR : 77.560 AUROC_max_val (%): 87.976 AUROC_real (%): 80.674

Epoch 102/600
157/157 - 4s - loss: 0.9894 - accuracy: 0.8964 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9304471015930176
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.400 89.841 82.900 91.840 85.795
	Acc: 0.927 OSCR : 73.474 AUROC_max_val (%): 89.841 AUROC_real (%): 76.740

Epoch 103/600
157/157 - 4s - loss: 1.0054 - accuracy: 0.8934 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9076250195503235
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 84.956 77.550 86.942 81.835
	Acc: 0.928 OSCR : 66.274 AUROC_max_val (%): 84.956 AUROC_real (%): 69.366

Epoch 104/600
157/157 - 4s - loss: 0.9806 - accuracy: 0.8975 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7258163094520569
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 88.590 81.800 90.425 85.682
	Acc: 0.938 OSCR : 77.497 AUROC_max_val (%): 88.590 AUROC_real (%): 80.511

Epoch 105/600
157/157 - 4s - loss: 0.9964 - accuracy: 0.8942 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.819378674030304
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.300 88.597 81.950 90.085 85.740
	Acc: 0.919 OSCR : 78.762 AUROC_max_val (%): 88.597 AUROC_real (%): 82.858

Epoch 106/600
157/157 - 4s - loss: 0.9589 - accuracy: 0.8981 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.75816810131073
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 87.922 81.450 89.919 83.831
	Acc: 0.926 OSCR : 78.325 AUROC_max_val (%): 87.922 AUROC_real (%): 81.820

Epoch 107/600
157/157 - 4s - loss: 0.9670 - accuracy: 0.8969 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7632566094398499
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 89.243 82.250 90.833 86.503
	Acc: 0.926 OSCR : 76.432 AUROC_max_val (%): 89.243 AUROC_real (%): 79.879

Epoch 108/600
157/157 - 4s - loss: 0.9706 - accuracy: 0.8949 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7246744632720947
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.000 90.031 82.700 91.449 87.495
	Acc: 0.931 OSCR : 78.510 AUROC_max_val (%): 90.031 AUROC_real (%): 82.103

Epoch 109/600
157/157 - 4s - loss: 0.9541 - accuracy: 0.8988 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7897688150405884
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.900 89.149 81.900 90.537 86.921
	Acc: 0.936 OSCR : 75.834 AUROC_max_val (%): 89.149 AUROC_real (%): 79.404

Epoch 110/600
157/157 - 4s - loss: 0.9722 - accuracy: 0.8971 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7205868363380432
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 88.399 80.900 90.070 85.482
	Acc: 0.932 OSCR : 75.882 AUROC_max_val (%): 88.399 AUROC_real (%): 78.922

Epoch 111/600
157/157 - 4s - loss: 0.9423 - accuracy: 0.8989 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7184432744979858
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 88.721 81.400 90.153 86.312
	Acc: 0.932 OSCR : 77.982 AUROC_max_val (%): 88.721 AUROC_real (%): 81.092

Epoch 112/600
157/157 - 4s - loss: 0.9468 - accuracy: 0.8962 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7627987265586853
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 81.427 74.450 82.212 78.556
	Acc: 0.932 OSCR : 71.784 AUROC_max_val (%): 81.427 AUROC_real (%): 74.648

Epoch 113/600
157/157 - 4s - loss: 0.9172 - accuracy: 0.9028 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6894921660423279
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.700 90.100 83.100 91.667 87.655
	Acc: 0.939 OSCR : 78.590 AUROC_max_val (%): 90.100 AUROC_real (%): 81.679

Epoch 114/600
157/157 - 4s - loss: 0.9132 - accuracy: 0.9053 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7403740882873535
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 86.807 79.900 88.485 83.744
	Acc: 0.932 OSCR : 75.571 AUROC_max_val (%): 86.807 AUROC_real (%): 78.550

Epoch 115/600
157/157 - 4s - loss: 0.9755 - accuracy: 0.8963 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8079187870025635
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 87.549 80.600 89.043 84.790
	Acc: 0.931 OSCR : 74.952 AUROC_max_val (%): 87.549 AUROC_real (%): 78.016

Epoch 116/600
157/157 - 4s - loss: 0.9278 - accuracy: 0.9020 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6329290270805359
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 89.322 82.550 90.938 86.394
	Acc: 0.937 OSCR : 77.052 AUROC_max_val (%): 89.322 AUROC_real (%): 79.836

Epoch 117/600
157/157 - 4s - loss: 0.9294 - accuracy: 0.9015 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7405939102172852
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 83.986 76.550 85.998 80.621
	Acc: 0.933 OSCR : 72.681 AUROC_max_val (%): 83.986 AUROC_real (%): 75.484

Epoch 118/600
157/157 - 4s - loss: 0.8985 - accuracy: 0.9050 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.614341139793396
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.800 89.649 83.200 91.054 87.244
	Acc: 0.944 OSCR : 79.929 AUROC_max_val (%): 89.649 AUROC_real (%): 82.867

Epoch 119/600
157/157 - 4s - loss: 0.9213 - accuracy: 0.9031 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7955693006515503
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 87.041 80.350 89.100 83.372
	Acc: 0.933 OSCR : 72.766 AUROC_max_val (%): 87.041 AUROC_real (%): 75.710

Epoch 120/600
157/157 - 4s - loss: 0.9131 - accuracy: 0.9051 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6529006361961365
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.700 89.523 83.100 91.217 87.180
	Acc: 0.940 OSCR : 79.024 AUROC_max_val (%): 89.523 AUROC_real (%): 82.086

Epoch 121/600
157/157 - 4s - loss: 0.9227 - accuracy: 0.9014 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6761153340339661
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 85.451 79.000 87.134 82.538
	Acc: 0.940 OSCR : 74.643 AUROC_max_val (%): 85.451 AUROC_real (%): 77.254

Epoch 122/600
157/157 - 4s - loss: 0.8907 - accuracy: 0.9050 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6477404832839966
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.800 89.864 83.150 91.495 87.351
	Acc: 0.936 OSCR : 78.922 AUROC_max_val (%): 89.864 AUROC_real (%): 81.860

Epoch 123/600
157/157 - 4s - loss: 0.9186 - accuracy: 0.9010 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6709519624710083
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 85.421 78.450 87.242 82.564
	Acc: 0.942 OSCR : 73.381 AUROC_max_val (%): 85.421 AUROC_real (%): 75.945

Epoch 124/600
157/157 - 4s - loss: 0.8986 - accuracy: 0.9047 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6506293416023254
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 89.810 83.750 91.781 86.644
	Acc: 0.938 OSCR : 80.214 AUROC_max_val (%): 89.810 AUROC_real (%): 83.036

Epoch 125/600
157/157 - 4s - loss: 0.8665 - accuracy: 0.9097 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6356044411659241
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.200 91.332 84.550 92.582 88.971
	Acc: 0.947 OSCR : 78.813 AUROC_max_val (%): 91.332 AUROC_real (%): 81.366

Epoch 126/600
157/157 - 4s - loss: 0.8819 - accuracy: 0.9064 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7415310144424438
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 87.177 79.550 88.809 84.033
	Acc: 0.937 OSCR : 74.445 AUROC_max_val (%): 87.177 AUROC_real (%): 77.286

Epoch 127/600
157/157 - 4s - loss: 0.8869 - accuracy: 0.9044 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6703117489814758
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.200 89.162 82.800 90.619 86.110
	Acc: 0.937 OSCR : 81.541 AUROC_max_val (%): 89.162 AUROC_real (%): 84.770

Epoch 128/600
157/157 - 4s - loss: 0.8826 - accuracy: 0.9065 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5892333984375
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 87.283 80.250 88.674 84.722
	Acc: 0.949 OSCR : 77.135 AUROC_max_val (%): 87.283 AUROC_real (%): 79.440

Epoch 129/600
157/157 - 4s - loss: 0.8487 - accuracy: 0.9096 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6163654923439026
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 90.389 83.950 92.010 87.379
	Acc: 0.944 OSCR : 80.211 AUROC_max_val (%): 90.389 AUROC_real (%): 82.740

Epoch 130/600
157/157 - 4s - loss: 0.8601 - accuracy: 0.9107 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6744648218154907
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    50.500 90.967 84.200 92.357 88.029
	Acc: 0.941 OSCR : 76.347 AUROC_max_val (%): 90.967 AUROC_real (%): 78.878

Epoch 131/600
157/157 - 4s - loss: 0.8616 - accuracy: 0.9076 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7342869639396667
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 87.606 81.300 89.499 83.746
	Acc: 0.933 OSCR : 76.576 AUROC_max_val (%): 87.606 AUROC_real (%): 79.330

Epoch 132/600
157/157 - 4s - loss: 0.8657 - accuracy: 0.9079 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5928815603256226
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 89.415 82.150 90.897 87.274
	Acc: 0.951 OSCR : 78.395 AUROC_max_val (%): 89.415 AUROC_real (%): 80.675

Epoch 133/600
157/157 - 4s - loss: 0.8564 - accuracy: 0.9081 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6123928427696228
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.300 90.044 83.100 91.387 87.574
	Acc: 0.949 OSCR : 77.469 AUROC_max_val (%): 90.044 AUROC_real (%): 79.940

Epoch 134/600
157/157 - 4s - loss: 0.8599 - accuracy: 0.9069 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.639416515827179
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 87.780 81.450 89.358 85.424
	Acc: 0.941 OSCR : 78.582 AUROC_max_val (%): 87.780 AUROC_real (%): 81.339

Epoch 135/600
157/157 - 4s - loss: 0.8533 - accuracy: 0.9101 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6750103831291199
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 88.532 81.650 89.896 85.307
	Acc: 0.932 OSCR : 80.360 AUROC_max_val (%): 88.532 AUROC_real (%): 83.436

Epoch 136/600
157/157 - 4s - loss: 0.8494 - accuracy: 0.9098 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6391322016716003
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 89.171 82.250 90.510 86.660
	Acc: 0.942 OSCR : 77.571 AUROC_max_val (%): 89.171 AUROC_real (%): 80.277

Epoch 137/600
157/157 - 4s - loss: 0.8226 - accuracy: 0.9122 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5875729918479919
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.700 90.102 83.200 91.509 87.337
	Acc: 0.947 OSCR : 78.590 AUROC_max_val (%): 90.102 AUROC_real (%): 81.206

Epoch 138/600
157/157 - 4s - loss: 0.8287 - accuracy: 0.9128 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5674628019332886
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.700 89.800 82.950 91.420 86.980
	Acc: 0.945 OSCR : 79.925 AUROC_max_val (%): 89.800 AUROC_real (%): 82.325

Epoch 139/600
157/157 - 4s - loss: 0.8213 - accuracy: 0.9140 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6402025818824768
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.900 91.055 84.200 92.666 88.333
	Acc: 0.940 OSCR : 77.349 AUROC_max_val (%): 91.055 AUROC_real (%): 80.273

Epoch 140/600
157/157 - 4s - loss: 0.8287 - accuracy: 0.9115 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6356660723686218
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 87.927 80.150 89.373 85.914
	Acc: 0.951 OSCR : 74.806 AUROC_max_val (%): 87.927 AUROC_real (%): 77.115

Epoch 141/600
157/157 - 4s - loss: 0.8237 - accuracy: 0.9122 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5948986411094666
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.200 89.814 83.300 91.024 87.279
	Acc: 0.944 OSCR : 78.484 AUROC_max_val (%): 89.814 AUROC_real (%): 81.044

Epoch 142/600
157/157 - 4s - loss: 0.8294 - accuracy: 0.9111 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6461668610572815
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 89.704 83.150 90.847 87.210
	Acc: 0.945 OSCR : 76.274 AUROC_max_val (%): 89.704 AUROC_real (%): 78.698

Epoch 143/600
157/157 - 4s - loss: 0.7943 - accuracy: 0.9145 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6004903316497803
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.400 89.306 81.900 90.598 86.553
	Acc: 0.950 OSCR : 76.743 AUROC_max_val (%): 89.306 AUROC_real (%): 79.113

Epoch 144/600
157/157 - 4s - loss: 0.7885 - accuracy: 0.9165 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5574097037315369
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    53.200 92.001 85.050 93.197 90.197
	Acc: 0.950 OSCR : 79.246 AUROC_max_val (%): 92.001 AUROC_real (%): 81.846

Epoch 145/600
157/157 - 4s - loss: 0.8125 - accuracy: 0.9118 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6149318218231201
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.700 88.683 81.850 89.826 85.909
	Acc: 0.943 OSCR : 78.829 AUROC_max_val (%): 88.683 AUROC_real (%): 81.413

Epoch 146/600
157/157 - 4s - loss: 0.7978 - accuracy: 0.9147 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5825273394584656
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.300 90.474 83.750 91.850 87.902
	Acc: 0.948 OSCR : 79.196 AUROC_max_val (%): 90.474 AUROC_real (%): 81.683

Epoch 147/600
157/157 - 4s - loss: 0.8008 - accuracy: 0.9143 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.532896101474762
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.400 90.251 83.700 91.276 88.019
	Acc: 0.955 OSCR : 80.728 AUROC_max_val (%): 90.251 AUROC_real (%): 83.019

Epoch 148/600
157/157 - 4s - loss: 0.7915 - accuracy: 0.9166 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.582040548324585
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.000 89.691 82.600 90.874 87.164
	Acc: 0.955 OSCR : 77.900 AUROC_max_val (%): 89.691 AUROC_real (%): 80.134

Epoch 149/600
157/157 - 4s - loss: 0.7975 - accuracy: 0.9150 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6958764791488647
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.900 88.812 82.150 90.003 85.893
	Acc: 0.941 OSCR : 74.090 AUROC_max_val (%): 88.812 AUROC_real (%): 76.623

Epoch 150/600
157/157 - 4s - loss: 0.7891 - accuracy: 0.9154 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5399594306945801
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 90.186 84.050 91.728 86.781
	Acc: 0.956 OSCR : 79.548 AUROC_max_val (%): 90.186 AUROC_real (%): 81.544

Epoch 151/600
157/157 - 4s - loss: 0.7746 - accuracy: 0.9178 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5130684971809387
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.200 90.190 83.250 91.547 87.563
	Acc: 0.951 OSCR : 82.718 AUROC_max_val (%): 90.190 AUROC_real (%): 85.146

Epoch 152/600
157/157 - 4s - loss: 0.7873 - accuracy: 0.9165 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5573855638504028
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.300 90.375 83.650 91.702 87.554
	Acc: 0.948 OSCR : 79.519 AUROC_max_val (%): 90.375 AUROC_real (%): 82.084

Epoch 153/600
157/157 - 4s - loss: 0.7745 - accuracy: 0.9180 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5509663224220276
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.000 90.820 84.950 92.177 87.916
	Acc: 0.950 OSCR : 79.141 AUROC_max_val (%): 90.820 AUROC_real (%): 81.528

Epoch 154/600
157/157 - 4s - loss: 0.7716 - accuracy: 0.9182 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.608899712562561
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 89.196 82.250 90.647 86.764
	Acc: 0.947 OSCR : 79.555 AUROC_max_val (%): 89.196 AUROC_real (%): 82.245

Epoch 155/600
157/157 - 4s - loss: 0.7603 - accuracy: 0.9186 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5481294393539429
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 89.243 82.200 90.739 85.885
	Acc: 0.954 OSCR : 80.279 AUROC_max_val (%): 89.243 AUROC_real (%): 82.600

Epoch 156/600
157/157 - 4s - loss: 0.7598 - accuracy: 0.9192 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5758795738220215
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.400 89.486 82.550 90.656 87.593
	Acc: 0.947 OSCR : 79.160 AUROC_max_val (%): 89.486 AUROC_real (%): 81.787

Epoch 157/600
157/157 - 4s - loss: 0.7743 - accuracy: 0.9178 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5761504173278809
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 89.127 82.600 90.320 86.829
	Acc: 0.952 OSCR : 79.664 AUROC_max_val (%): 89.127 AUROC_real (%): 82.041

Epoch 158/600
157/157 - 4s - loss: 0.7591 - accuracy: 0.9189 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5717833638191223
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 87.674 80.800 88.818 84.672
	Acc: 0.950 OSCR : 78.615 AUROC_max_val (%): 87.674 AUROC_real (%): 80.915

Epoch 159/600
157/157 - 4s - loss: 0.7288 - accuracy: 0.9236 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6057515740394592
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.900 90.420 83.750 91.735 87.247
	Acc: 0.948 OSCR : 79.570 AUROC_max_val (%): 90.420 AUROC_real (%): 82.138

Epoch 160/600
157/157 - 4s - loss: 0.7442 - accuracy: 0.9212 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5411408543586731
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.200 91.102 84.600 92.389 88.738
	Acc: 0.953 OSCR : 79.750 AUROC_max_val (%): 91.102 AUROC_real (%): 82.156

Epoch 161/600
157/157 - 4s - loss: 0.7366 - accuracy: 0.9215 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.586888313293457
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.500 89.883 83.050 90.912 87.399
	Acc: 0.950 OSCR : 79.026 AUROC_max_val (%): 89.883 AUROC_real (%): 81.520

Epoch 162/600
157/157 - 4s - loss: 0.7452 - accuracy: 0.9212 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6020209789276123
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 88.775 82.700 90.047 85.647
	Acc: 0.947 OSCR : 78.999 AUROC_max_val (%): 88.775 AUROC_real (%): 81.493

Epoch 163/600
157/157 - 4s - loss: 0.7208 - accuracy: 0.9230 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5561867952346802
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.500 89.378 82.600 90.863 86.378
	Acc: 0.948 OSCR : 79.273 AUROC_max_val (%): 89.378 AUROC_real (%): 81.610

Epoch 164/600
157/157 - 4s - loss: 0.7267 - accuracy: 0.9237 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5317144393920898
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.800 90.060 83.250 91.466 87.362
	Acc: 0.955 OSCR : 78.760 AUROC_max_val (%): 90.060 AUROC_real (%): 80.975

Epoch 165/600
157/157 - 4s - loss: 0.7421 - accuracy: 0.9201 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5747477412223816
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 89.054 82.850 90.505 85.782
	Acc: 0.948 OSCR : 79.161 AUROC_max_val (%): 89.054 AUROC_real (%): 81.561

Epoch 166/600
157/157 - 4s - loss: 0.7149 - accuracy: 0.9214 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5973207950592041
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.600 89.827 83.000 91.209 87.111
	Acc: 0.946 OSCR : 77.390 AUROC_max_val (%): 89.827 AUROC_real (%): 79.840

Epoch 167/600
157/157 - 4s - loss: 0.7334 - accuracy: 0.9233 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6170006394386292
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 89.215 83.100 90.710 85.988
	Acc: 0.945 OSCR : 78.042 AUROC_max_val (%): 89.215 AUROC_real (%): 80.505

Epoch 168/600
157/157 - 4s - loss: 0.7331 - accuracy: 0.9219 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5610595345497131
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.900 90.324 83.700 91.539 87.889
	Acc: 0.949 OSCR : 79.462 AUROC_max_val (%): 90.324 AUROC_real (%): 81.830

Epoch 169/600
157/157 - 4s - loss: 0.7126 - accuracy: 0.9244 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5709420442581177
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 89.183 82.650 90.340 86.899
	Acc: 0.951 OSCR : 78.113 AUROC_max_val (%): 89.183 AUROC_real (%): 80.464

Epoch 170/600
157/157 - 4s - loss: 0.7217 - accuracy: 0.9229 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5801994800567627
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.300 90.346 83.900 91.620 87.575
	Acc: 0.945 OSCR : 77.920 AUROC_max_val (%): 90.346 AUROC_real (%): 80.232

Epoch 171/600
157/157 - 4s - loss: 0.7282 - accuracy: 0.9229 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5632937550544739
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.700 89.487 82.500 90.796 87.162
	Acc: 0.949 OSCR : 77.994 AUROC_max_val (%): 89.487 AUROC_real (%): 80.340

Epoch 172/600
157/157 - 4s - loss: 0.7118 - accuracy: 0.9250 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5893887877464294
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.700 89.050 82.550 90.569 86.296
	Acc: 0.946 OSCR : 77.908 AUROC_max_val (%): 89.050 AUROC_real (%): 80.253

Epoch 173/600
157/157 - 4s - loss: 0.6977 - accuracy: 0.9269 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5434225797653198
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.900 89.798 83.100 91.249 87.266
	Acc: 0.956 OSCR : 79.358 AUROC_max_val (%): 89.798 AUROC_real (%): 81.599

Epoch 174/600
157/157 - 4s - loss: 0.7246 - accuracy: 0.9226 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5605590343475342
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 89.501 83.400 91.006 86.564
	Acc: 0.954 OSCR : 79.104 AUROC_max_val (%): 89.501 AUROC_real (%): 81.436

Epoch 175/600
157/157 - 4s - loss: 0.7007 - accuracy: 0.9261 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5435255765914917
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 89.778 83.450 91.259 86.837
	Acc: 0.952 OSCR : 80.105 AUROC_max_val (%): 89.778 AUROC_real (%): 82.404

Epoch 176/600
157/157 - 4s - loss: 0.6998 - accuracy: 0.9261 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.548591673374176
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.900 90.542 83.850 91.867 88.150
	Acc: 0.948 OSCR : 79.447 AUROC_max_val (%): 90.542 AUROC_real (%): 81.849

Epoch 177/600
157/157 - 4s - loss: 0.6998 - accuracy: 0.9266 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5711508989334106
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.600 88.470 81.750 89.981 85.643
	Acc: 0.953 OSCR : 78.014 AUROC_max_val (%): 88.470 AUROC_real (%): 80.246

Epoch 178/600
157/157 - 4s - loss: 0.6871 - accuracy: 0.9276 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.589824914932251
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 88.270 81.700 89.682 85.375
	Acc: 0.951 OSCR : 76.806 AUROC_max_val (%): 88.270 AUROC_real (%): 79.070

Epoch 179/600
157/157 - 4s - loss: 0.6796 - accuracy: 0.9287 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5558470487594604
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 89.242 82.450 90.562 86.146
	Acc: 0.951 OSCR : 77.878 AUROC_max_val (%): 89.242 AUROC_real (%): 80.096

Epoch 180/600
157/157 - 4s - loss: 0.6818 - accuracy: 0.9284 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5499451756477356
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.800 90.088 83.500 91.374 87.442
	Acc: 0.954 OSCR : 78.522 AUROC_max_val (%): 90.088 AUROC_real (%): 80.840

Epoch 181/600
157/157 - 4s - loss: 0.6953 - accuracy: 0.9256 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5602945685386658
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 88.033 81.300 89.288 85.016
	Acc: 0.949 OSCR : 77.251 AUROC_max_val (%): 88.033 AUROC_real (%): 79.500

Epoch 182/600
157/157 - 4s - loss: 0.6900 - accuracy: 0.9271 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.542330801486969
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.900 89.176 82.250 90.590 86.575
	Acc: 0.952 OSCR : 78.566 AUROC_max_val (%): 89.176 AUROC_real (%): 80.854

Epoch 183/600
157/157 - 4s - loss: 0.6883 - accuracy: 0.9275 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5355622172355652
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.700 88.856 81.750 90.155 86.382
	Acc: 0.954 OSCR : 78.162 AUROC_max_val (%): 88.856 AUROC_real (%): 80.427

Epoch 184/600
157/157 - 4s - loss: 0.7056 - accuracy: 0.9243 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5471680164337158
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.800 88.842 82.150 90.093 85.949
	Acc: 0.954 OSCR : 78.223 AUROC_max_val (%): 88.842 AUROC_real (%): 80.475

Epoch 185/600
157/157 - 4s - loss: 0.6899 - accuracy: 0.9255 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5372872948646545
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.700 89.040 82.000 90.280 86.412
	Acc: 0.952 OSCR : 78.592 AUROC_max_val (%): 89.040 AUROC_real (%): 80.878

Epoch 186/600
157/157 - 4s - loss: 0.6890 - accuracy: 0.9279 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5228224396705627
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.300 89.177 82.050 90.411 86.757
	Acc: 0.953 OSCR : 79.195 AUROC_max_val (%): 89.177 AUROC_real (%): 81.430

Epoch 187/600
157/157 - 4s - loss: 0.7012 - accuracy: 0.9251 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5311471819877625
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.600 89.469 82.600 90.741 86.789
	Acc: 0.951 OSCR : 79.145 AUROC_max_val (%): 89.469 AUROC_real (%): 81.379

Epoch 188/600
157/157 - 4s - loss: 0.6859 - accuracy: 0.9243 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5317486524581909
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 89.054 82.400 90.320 86.338
	Acc: 0.951 OSCR : 78.334 AUROC_max_val (%): 89.054 AUROC_real (%): 80.533

Epoch 189/600
157/157 - 4s - loss: 0.6958 - accuracy: 0.9247 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5356432199478149
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.700 88.252 81.150 89.362 85.901
	Acc: 0.953 OSCR : 77.809 AUROC_max_val (%): 88.252 AUROC_real (%): 80.020

Epoch 190/600
157/157 - 4s - loss: 0.6804 - accuracy: 0.9289 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5298364758491516
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 88.489 81.450 89.631 86.170
	Acc: 0.953 OSCR : 78.052 AUROC_max_val (%): 88.489 AUROC_real (%): 80.247

Epoch 191/600
157/157 - 4s - loss: 0.6675 - accuracy: 0.9286 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5387850999832153
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 88.363 81.400 89.495 85.814
	Acc: 0.953 OSCR : 78.014 AUROC_max_val (%): 88.363 AUROC_real (%): 80.211

Epoch 192/600
157/157 - 4s - loss: 0.6859 - accuracy: 0.9274 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5397781133651733
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 88.148 81.200 89.270 85.604
	Acc: 0.953 OSCR : 77.758 AUROC_max_val (%): 88.148 AUROC_real (%): 79.970

Epoch 193/600
157/157 - 4s - loss: 0.6743 - accuracy: 0.9287 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.533450722694397
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 88.480 81.500 89.655 85.971
	Acc: 0.954 OSCR : 78.078 AUROC_max_val (%): 88.480 AUROC_real (%): 80.272

Epoch 194/600
157/157 - 4s - loss: 0.6807 - accuracy: 0.9283 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5304933786392212
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.300 88.622 81.650 89.829 86.105
	Acc: 0.953 OSCR : 78.069 AUROC_max_val (%): 88.622 AUROC_real (%): 80.265

Epoch 195/600
157/157 - 4s - loss: 0.6811 - accuracy: 0.9273 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5335685610771179
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 88.561 81.500 89.792 86.037
	Acc: 0.954 OSCR : 78.091 AUROC_max_val (%): 88.561 AUROC_real (%): 80.287

Epoch 196/600
157/157 - 4s - loss: 0.6821 - accuracy: 0.9274 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.533575177192688
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 88.630 81.600 89.839 86.122
	Acc: 0.954 OSCR : 78.293 AUROC_max_val (%): 88.630 AUROC_real (%): 80.509

Epoch 197/600
157/157 - 4s - loss: 0.7002 - accuracy: 0.9241 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5296565890312195
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.300 88.609 81.550 89.806 86.196
	Acc: 0.954 OSCR : 78.412 AUROC_max_val (%): 88.609 AUROC_real (%): 80.636

Epoch 198/600
157/157 - 4s - loss: 0.6808 - accuracy: 0.9285 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5312344431877136
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 88.585 81.500 89.784 86.132
	Acc: 0.954 OSCR : 78.234 AUROC_max_val (%): 88.585 AUROC_real (%): 80.451

Epoch 199/600
157/157 - 4s - loss: 0.6784 - accuracy: 0.9284 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5305229425430298
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 88.591 81.450 89.798 86.122
	Acc: 0.954 OSCR : 78.346 AUROC_max_val (%): 88.591 AUROC_real (%): 80.564

Epoch 200/600
157/157 - 4s - loss: 0.6813 - accuracy: 0.9267 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5320867896080017
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 88.550 81.400 89.733 86.124
	Acc: 0.954 OSCR : 78.263 AUROC_max_val (%): 88.550 AUROC_real (%): 80.484

Epoch 201/600
157/157 - 4s - loss: 0.6949 - accuracy: 0.9265 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.538989245891571
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 88.351 81.200 89.544 85.913
	Acc: 0.954 OSCR : 77.736 AUROC_max_val (%): 88.351 AUROC_real (%): 79.950

Epoch 202/600
157/157 - 4s - loss: 1.1079 - accuracy: 0.8858 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.4875924587249756
	accuracy: 0.9010000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 85.179 78.450 86.937 81.323
	Acc: 0.901 OSCR : 62.494 AUROC_max_val (%): 85.179 AUROC_real (%): 67.230

Epoch 203/600
157/157 - 4s - loss: 1.1458 - accuracy: 0.8800 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9883397221565247
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.700 87.708 79.650 89.302 85.320
	Acc: 0.919 OSCR : 73.672 AUROC_max_val (%): 87.708 AUROC_real (%): 78.018

Epoch 204/600
157/157 - 4s - loss: 1.1090 - accuracy: 0.8824 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7905527949333191
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 88.938 82.250 90.825 86.316
	Acc: 0.924 OSCR : 77.442 AUROC_max_val (%): 88.938 AUROC_real (%): 81.116

Epoch 205/600
157/157 - 4s - loss: 1.1047 - accuracy: 0.8843 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9366952180862427
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.800 88.522 82.200 90.848 84.813
	Acc: 0.923 OSCR : 74.856 AUROC_max_val (%): 88.522 AUROC_real (%): 78.353

Epoch 206/600
157/157 - 4s - loss: 1.0839 - accuracy: 0.8871 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.11279296875
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 88.293 81.350 90.139 85.095
	Acc: 0.918 OSCR : 73.047 AUROC_max_val (%): 88.293 AUROC_real (%): 77.216

Epoch 207/600
157/157 - 4s - loss: 1.0943 - accuracy: 0.8850 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9064812064170837
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.700 91.030 84.500 92.282 88.287
	Acc: 0.916 OSCR : 80.880 AUROC_max_val (%): 91.030 AUROC_real (%): 85.555

Epoch 208/600
157/157 - 4s - loss: 1.0835 - accuracy: 0.8865 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8047844171524048
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.600 89.832 83.100 91.360 87.814
	Acc: 0.926 OSCR : 80.850 AUROC_max_val (%): 89.832 AUROC_real (%): 84.985

Epoch 209/600
157/157 - 4s - loss: 1.0648 - accuracy: 0.8886 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.4954850673675537
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.400 79.683 72.450 81.932 76.329
	Acc: 0.892 OSCR : 57.487 AUROC_max_val (%): 79.683 AUROC_real (%): 62.239

Epoch 210/600
157/157 - 4s - loss: 1.0711 - accuracy: 0.8868 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9288905262947083
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 86.267 79.400 88.926 81.366
	Acc: 0.921 OSCR : 71.970 AUROC_max_val (%): 86.267 AUROC_real (%): 75.643

Epoch 211/600
157/157 - 4s - loss: 1.0591 - accuracy: 0.8887 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9747758507728577
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 86.821 80.600 89.046 82.145
	Acc: 0.923 OSCR : 74.014 AUROC_max_val (%): 86.821 AUROC_real (%): 77.999

Epoch 212/600
157/157 - 4s - loss: 1.0673 - accuracy: 0.8874 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8099140524864197
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 85.210 78.200 86.077 83.717
	Acc: 0.925 OSCR : 75.106 AUROC_max_val (%): 85.210 AUROC_real (%): 78.707

Epoch 213/600
157/157 - 4s - loss: 1.0549 - accuracy: 0.8874 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9083737134933472
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.700 84.913 77.700 87.787 80.478
	Acc: 0.921 OSCR : 72.108 AUROC_max_val (%): 84.913 AUROC_real (%): 75.775

Epoch 214/600
157/157 - 4s - loss: 1.0479 - accuracy: 0.8902 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7700682282447815
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.800 91.378 84.300 92.805 89.601
	Acc: 0.933 OSCR : 78.442 AUROC_max_val (%): 91.378 AUROC_real (%): 81.877

Epoch 215/600
157/157 - 4s - loss: 1.0565 - accuracy: 0.8887 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8306515216827393
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 86.776 80.200 88.822 82.964
	Acc: 0.923 OSCR : 76.895 AUROC_max_val (%): 86.776 AUROC_real (%): 80.497

Epoch 216/600
157/157 - 4s - loss: 1.0467 - accuracy: 0.8899 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7549117803573608
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    50.300 89.802 82.350 91.191 87.549
	Acc: 0.930 OSCR : 77.873 AUROC_max_val (%): 89.802 AUROC_real (%): 81.257

Epoch 217/600
157/157 - 4s - loss: 1.0476 - accuracy: 0.8899 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6323342323303223
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 88.175 82.200 89.533 85.545
	Acc: 0.935 OSCR : 82.584 AUROC_max_val (%): 88.175 AUROC_real (%): 85.697

Epoch 218/600
157/157 - 4s - loss: 1.0302 - accuracy: 0.8910 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7460094690322876
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 87.334 79.650 88.630 85.621
	Acc: 0.934 OSCR : 77.527 AUROC_max_val (%): 87.334 AUROC_real (%): 81.039

Epoch 219/600
157/157 - 4s - loss: 1.0305 - accuracy: 0.8920 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7296780943870544
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 88.640 81.750 90.050 86.416
	Acc: 0.932 OSCR : 75.259 AUROC_max_val (%): 88.640 AUROC_real (%): 78.519

Epoch 220/600
157/157 - 4s - loss: 1.0154 - accuracy: 0.8928 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6755216121673584
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.000 89.368 82.750 91.220 85.987
	Acc: 0.930 OSCR : 81.373 AUROC_max_val (%): 89.368 AUROC_real (%): 84.864

Epoch 221/600
157/157 - 4s - loss: 1.0126 - accuracy: 0.8931 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6797544360160828
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.900 89.685 82.450 91.035 87.983
	Acc: 0.934 OSCR : 77.976 AUROC_max_val (%): 89.685 AUROC_real (%): 81.316

Epoch 222/600
157/157 - 4s - loss: 1.0183 - accuracy: 0.8918 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7412192225456238
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.900 89.872 83.550 91.062 87.786
	Acc: 0.941 OSCR : 76.016 AUROC_max_val (%): 89.872 AUROC_real (%): 78.887

Epoch 223/600
157/157 - 4s - loss: 1.0017 - accuracy: 0.8935 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7979649901390076
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 87.338 80.500 89.130 84.829
	Acc: 0.928 OSCR : 73.616 AUROC_max_val (%): 87.338 AUROC_real (%): 76.750

Epoch 224/600
157/157 - 4s - loss: 1.0074 - accuracy: 0.8932 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7635791301727295
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.900 86.861 79.500 88.282 84.650
	Acc: 0.934 OSCR : 75.107 AUROC_max_val (%): 86.861 AUROC_real (%): 78.317

Epoch 225/600
157/157 - 4s - loss: 1.0196 - accuracy: 0.8918 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9169474840164185
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 85.050 77.150 87.048 82.545
	Acc: 0.928 OSCR : 67.467 AUROC_max_val (%): 85.050 AUROC_real (%): 71.123

Epoch 226/600
157/157 - 4s - loss: 1.0071 - accuracy: 0.8950 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6729070544242859
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.600 90.064 83.000 91.594 87.374
	Acc: 0.941 OSCR : 75.285 AUROC_max_val (%): 90.064 AUROC_real (%): 77.998

Epoch 227/600
157/157 - 4s - loss: 0.9530 - accuracy: 0.9004 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.879867672920227
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.600 87.036 79.750 89.042 84.101
	Acc: 0.920 OSCR : 73.343 AUROC_max_val (%): 87.036 AUROC_real (%): 76.966

Epoch 228/600
157/157 - 4s - loss: 0.9730 - accuracy: 0.8949 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7785235643386841
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.700 89.472 82.900 90.991 86.785
	Acc: 0.926 OSCR : 78.621 AUROC_max_val (%): 89.472 AUROC_real (%): 82.157

Epoch 229/600
157/157 - 4s - loss: 0.9934 - accuracy: 0.8959 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.827275276184082
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.200 90.137 82.100 91.455 88.496
	Acc: 0.925 OSCR : 76.628 AUROC_max_val (%): 90.137 AUROC_real (%): 80.428

Epoch 230/600
157/157 - 4s - loss: 0.9742 - accuracy: 0.8952 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8268582224845886
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 87.841 80.800 89.359 84.946
	Acc: 0.921 OSCR : 78.208 AUROC_max_val (%): 87.841 AUROC_real (%): 81.903

Epoch 231/600
157/157 - 4s - loss: 0.9682 - accuracy: 0.8982 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7981703281402588
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 88.593 82.200 89.980 86.293
	Acc: 0.937 OSCR : 72.301 AUROC_max_val (%): 88.593 AUROC_real (%): 75.172

Epoch 232/600
157/157 - 4s - loss: 0.9671 - accuracy: 0.8990 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6701157689094543
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 86.069 79.700 87.219 83.708
	Acc: 0.936 OSCR : 77.545 AUROC_max_val (%): 86.069 AUROC_real (%): 80.545

Epoch 233/600
157/157 - 4s - loss: 0.9710 - accuracy: 0.8982 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8864999413490295
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    52.100 91.926 84.850 93.305 89.616
	Acc: 0.934 OSCR : 72.119 AUROC_max_val (%): 91.926 AUROC_real (%): 75.192

Epoch 234/600
157/157 - 4s - loss: 0.9624 - accuracy: 0.8986 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5895862579345703
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.000 91.008 84.150 92.178 89.220
	Acc: 0.941 OSCR : 83.699 AUROC_max_val (%): 91.008 AUROC_real (%): 86.817

Epoch 235/600
157/157 - 4s - loss: 0.9423 - accuracy: 0.9018 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7441223859786987
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.800 90.306 82.500 91.707 88.364
	Acc: 0.934 OSCR : 77.587 AUROC_max_val (%): 90.306 AUROC_real (%): 81.138

Epoch 236/600
157/157 - 4s - loss: 0.9603 - accuracy: 0.8991 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7198579907417297
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 84.507 77.550 86.588 79.917
	Acc: 0.930 OSCR : 75.341 AUROC_max_val (%): 84.507 AUROC_real (%): 78.126

Epoch 237/600
157/157 - 4s - loss: 0.9679 - accuracy: 0.8990 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8403831124305725
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 87.364 81.000 88.945 83.809
	Acc: 0.915 OSCR : 79.641 AUROC_max_val (%): 87.364 AUROC_real (%): 83.687

Epoch 238/600
157/157 - 4s - loss: 0.9412 - accuracy: 0.9007 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7268139123916626
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    53.400 91.836 84.750 93.077 90.146
	Acc: 0.929 OSCR : 81.875 AUROC_max_val (%): 91.836 AUROC_real (%): 85.707

Epoch 239/600
157/157 - 4s - loss: 0.9515 - accuracy: 0.9000 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7353176474571228
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 89.275 82.400 91.090 86.156
	Acc: 0.935 OSCR : 74.875 AUROC_max_val (%): 89.275 AUROC_real (%): 77.698

Epoch 240/600
157/157 - 4s - loss: 0.9687 - accuracy: 0.8977 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8271328806877136
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 87.469 81.500 89.710 83.091
	Acc: 0.924 OSCR : 72.011 AUROC_max_val (%): 87.469 AUROC_real (%): 75.179

Epoch 241/600
157/157 - 4s - loss: 0.9440 - accuracy: 0.8989 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6867536306381226
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.000 90.416 83.700 91.700 88.247
	Acc: 0.944 OSCR : 76.635 AUROC_max_val (%): 90.416 AUROC_real (%): 79.593

Epoch 242/600
157/157 - 4s - loss: 0.9428 - accuracy: 0.8988 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9502764940261841
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 85.730 78.400 87.693 82.242
	Acc: 0.931 OSCR : 68.754 AUROC_max_val (%): 85.730 AUROC_real (%): 71.857

Epoch 243/600
157/157 - 4s - loss: 0.9309 - accuracy: 0.9009 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7173700928688049
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 89.565 82.650 90.997 86.818
	Acc: 0.935 OSCR : 75.619 AUROC_max_val (%): 89.565 AUROC_real (%): 78.204

Epoch 244/600
157/157 - 4s - loss: 0.9235 - accuracy: 0.9025 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7774068117141724
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 87.809 80.350 89.408 85.957
	Acc: 0.936 OSCR : 72.731 AUROC_max_val (%): 87.809 AUROC_real (%): 75.844

Epoch 245/600
157/157 - 4s - loss: 0.9342 - accuracy: 0.9015 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6416561007499695
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 87.910 81.550 89.381 84.936
	Acc: 0.934 OSCR : 79.924 AUROC_max_val (%): 87.910 AUROC_real (%): 82.679

Epoch 246/600
157/157 - 4s - loss: 0.8990 - accuracy: 0.9064 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8296718001365662
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.800 88.190 80.750 89.289 85.933
	Acc: 0.933 OSCR : 75.459 AUROC_max_val (%): 88.190 AUROC_real (%): 78.664

Epoch 247/600
157/157 - 4s - loss: 0.9124 - accuracy: 0.9044 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.710183322429657
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 88.902 82.000 90.143 85.904
	Acc: 0.944 OSCR : 78.022 AUROC_max_val (%): 88.902 AUROC_real (%): 80.819

Epoch 248/600
157/157 - 4s - loss: 0.9287 - accuracy: 0.9025 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.034637689590454
	accuracy: 0.9100000262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 85.952 78.800 87.836 82.738
	Acc: 0.910 OSCR : 73.842 AUROC_max_val (%): 85.952 AUROC_real (%): 78.501

Epoch 249/600
157/157 - 4s - loss: 0.9013 - accuracy: 0.9055 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6182448267936707
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.500 90.581 83.750 92.124 87.196
	Acc: 0.948 OSCR : 81.594 AUROC_max_val (%): 90.581 AUROC_real (%): 84.403

Epoch 250/600
157/157 - 4s - loss: 0.9040 - accuracy: 0.9038 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7377643585205078
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.300 90.774 84.150 92.123 88.465
	Acc: 0.939 OSCR : 78.055 AUROC_max_val (%): 90.774 AUROC_real (%): 81.104

Epoch 251/600
157/157 - 4s - loss: 0.9032 - accuracy: 0.9029 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7980077862739563
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.000 89.081 81.150 90.018 87.105
	Acc: 0.935 OSCR : 77.929 AUROC_max_val (%): 89.081 AUROC_real (%): 81.287

Epoch 252/600
157/157 - 4s - loss: 0.8751 - accuracy: 0.9082 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7411998510360718
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.200 90.385 83.600 91.694 88.160
	Acc: 0.934 OSCR : 79.267 AUROC_max_val (%): 90.385 AUROC_real (%): 82.611

Epoch 253/600
157/157 - 4s - loss: 0.8664 - accuracy: 0.9089 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5971121191978455
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 89.904 83.050 91.476 87.491
	Acc: 0.946 OSCR : 77.796 AUROC_max_val (%): 89.904 AUROC_real (%): 80.330

Epoch 254/600
157/157 - 4s - loss: 0.8890 - accuracy: 0.9075 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7816447019577026
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 88.945 81.950 90.686 85.810
	Acc: 0.933 OSCR : 76.258 AUROC_max_val (%): 88.945 AUROC_real (%): 79.375

Epoch 255/600
157/157 - 4s - loss: 0.8890 - accuracy: 0.9060 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6993746757507324
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 88.480 81.600 90.477 85.032
	Acc: 0.935 OSCR : 78.172 AUROC_max_val (%): 88.480 AUROC_real (%): 81.173

Epoch 256/600
157/157 - 4s - loss: 0.8637 - accuracy: 0.9093 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.702834963798523
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 86.850 80.200 88.717 83.328
	Acc: 0.946 OSCR : 73.074 AUROC_max_val (%): 86.850 AUROC_real (%): 75.836

Epoch 257/600
157/157 - 4s - loss: 0.8787 - accuracy: 0.9072 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6919438242912292
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 86.667 79.050 88.115 84.540
	Acc: 0.928 OSCR : 76.067 AUROC_max_val (%): 86.667 AUROC_real (%): 79.166

Epoch 258/600
157/157 - 4s - loss: 0.8650 - accuracy: 0.9088 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7917116284370422
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 86.956 79.800 88.755 82.737
	Acc: 0.926 OSCR : 77.315 AUROC_max_val (%): 86.956 AUROC_real (%): 80.648

Epoch 259/600
157/157 - 4s - loss: 0.8676 - accuracy: 0.9083 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6839524507522583
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 88.236 81.950 89.751 85.418
	Acc: 0.932 OSCR : 81.349 AUROC_max_val (%): 88.236 AUROC_real (%): 84.624

Epoch 260/600
157/157 - 4s - loss: 0.8636 - accuracy: 0.9096 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8656827211380005
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 84.978 78.600 86.444 82.220
	Acc: 0.932 OSCR : 67.410 AUROC_max_val (%): 84.978 AUROC_real (%): 70.239

Epoch 261/600
157/157 - 4s - loss: 0.8581 - accuracy: 0.9081 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6464363932609558
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.800 90.020 83.300 91.240 88.101
	Acc: 0.948 OSCR : 79.042 AUROC_max_val (%): 90.020 AUROC_real (%): 81.847

Epoch 262/600
157/157 - 4s - loss: 0.8607 - accuracy: 0.9086 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7267267107963562
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.900 89.162 82.850 90.633 86.531
	Acc: 0.927 OSCR : 78.072 AUROC_max_val (%): 89.162 AUROC_real (%): 81.474

Epoch 263/600
157/157 - 4s - loss: 0.8634 - accuracy: 0.9070 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6974717378616333
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 87.661 80.400 88.574 86.012
	Acc: 0.938 OSCR : 72.944 AUROC_max_val (%): 87.661 AUROC_real (%): 75.672

Epoch 264/600
157/157 - 4s - loss: 0.8479 - accuracy: 0.9112 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8561527729034424
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.500 84.959 78.100 86.938 81.918
	Acc: 0.931 OSCR : 70.200 AUROC_max_val (%): 84.959 AUROC_real (%): 73.018

Epoch 265/600
157/157 - 4s - loss: 0.8252 - accuracy: 0.9121 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.688291072845459
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.979 79.000 87.449 83.254
	Acc: 0.944 OSCR : 72.483 AUROC_max_val (%): 85.979 AUROC_real (%): 74.799

Epoch 266/600
157/157 - 4s - loss: 0.8313 - accuracy: 0.9121 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.88523268699646
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 85.422 78.500 86.411 81.968
	Acc: 0.927 OSCR : 71.428 AUROC_max_val (%): 85.422 AUROC_real (%): 74.439

Epoch 267/600
157/157 - 4s - loss: 0.8364 - accuracy: 0.9118 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6633273363113403
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.000 88.568 81.350 90.123 86.456
	Acc: 0.935 OSCR : 80.807 AUROC_max_val (%): 88.568 AUROC_real (%): 84.042

Epoch 268/600
157/157 - 4s - loss: 0.8330 - accuracy: 0.9112 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.795001208782196
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 87.036 79.300 88.452 84.800
	Acc: 0.930 OSCR : 74.017 AUROC_max_val (%): 87.036 AUROC_real (%): 77.328

Epoch 269/600
157/157 - 4s - loss: 0.8356 - accuracy: 0.9124 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.1738768815994263
	accuracy: 0.9049999713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.000 85.620 79.100 87.356 82.070
	Acc: 0.905 OSCR : 69.301 AUROC_max_val (%): 85.620 AUROC_real (%): 73.790

Epoch 270/600
157/157 - 4s - loss: 0.8157 - accuracy: 0.9126 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6280134916305542
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    53.100 91.371 84.500 92.744 89.049
	Acc: 0.946 OSCR : 79.517 AUROC_max_val (%): 91.371 AUROC_real (%): 82.272

Epoch 271/600
157/157 - 4s - loss: 0.8161 - accuracy: 0.9133 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7285958528518677
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.400 89.769 82.350 91.446 87.745
	Acc: 0.929 OSCR : 75.949 AUROC_max_val (%): 89.769 AUROC_real (%): 79.358

Epoch 272/600
157/157 - 4s - loss: 0.8413 - accuracy: 0.9093 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6279570460319519
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.700 91.725 84.650 93.145 89.944
	Acc: 0.949 OSCR : 78.064 AUROC_max_val (%): 91.725 AUROC_real (%): 80.711

Epoch 273/600
157/157 - 4s - loss: 0.8221 - accuracy: 0.9134 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7470173239707947
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 82.616 75.300 83.640 80.266
	Acc: 0.934 OSCR : 72.182 AUROC_max_val (%): 82.616 AUROC_real (%): 74.864

Epoch 274/600
157/157 - 4s - loss: 0.8258 - accuracy: 0.9130 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8688176870346069
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.200 90.285 83.800 92.035 87.765
	Acc: 0.931 OSCR : 75.472 AUROC_max_val (%): 90.285 AUROC_real (%): 79.097

Epoch 275/600
157/157 - 4s - loss: 0.8109 - accuracy: 0.9151 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6676984429359436
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 88.796 81.800 90.426 86.220
	Acc: 0.940 OSCR : 78.347 AUROC_max_val (%): 88.796 AUROC_real (%): 81.368

Epoch 276/600
157/157 - 4s - loss: 0.8186 - accuracy: 0.9123 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6830765604972839
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 89.143 82.250 90.889 85.974
	Acc: 0.941 OSCR : 73.797 AUROC_max_val (%): 89.143 AUROC_real (%): 76.472

Epoch 277/600
157/157 - 4s - loss: 0.7962 - accuracy: 0.9168 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6721689701080322
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 86.472 80.000 88.668 83.799
	Acc: 0.949 OSCR : 71.885 AUROC_max_val (%): 86.472 AUROC_real (%): 74.409

Epoch 278/600
157/157 - 4s - loss: 0.7903 - accuracy: 0.9169 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5999864935874939
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 88.040 80.350 88.697 86.993
	Acc: 0.943 OSCR : 77.319 AUROC_max_val (%): 88.040 AUROC_real (%): 79.974

Epoch 279/600
157/157 - 4s - loss: 0.7793 - accuracy: 0.9182 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7296967506408691
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 87.721 80.650 88.887 85.896
	Acc: 0.937 OSCR : 79.672 AUROC_max_val (%): 87.721 AUROC_real (%): 83.034

Epoch 280/600
157/157 - 4s - loss: 0.7892 - accuracy: 0.9166 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7400133013725281
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.500 88.349 80.950 89.905 86.017
	Acc: 0.934 OSCR : 77.163 AUROC_max_val (%): 88.349 AUROC_real (%): 80.348

Epoch 281/600
157/157 - 4s - loss: 0.7675 - accuracy: 0.9176 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7997209429740906
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 81.863 75.100 80.621 81.389
	Acc: 0.942 OSCR : 73.435 AUROC_max_val (%): 81.863 AUROC_real (%): 76.287

Epoch 282/600
157/157 - 4s - loss: 0.7845 - accuracy: 0.9169 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7626174092292786
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 89.495 83.200 91.123 86.221
	Acc: 0.937 OSCR : 75.771 AUROC_max_val (%): 89.495 AUROC_real (%): 78.610

Epoch 283/600
157/157 - 4s - loss: 0.7803 - accuracy: 0.9169 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6376904845237732
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    50.800 91.075 84.850 92.420 89.171
	Acc: 0.943 OSCR : 78.849 AUROC_max_val (%): 91.075 AUROC_real (%): 81.812

Epoch 284/600
157/157 - 4s - loss: 0.7870 - accuracy: 0.9172 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6647718548774719
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.400 89.095 82.500 90.310 87.016
	Acc: 0.942 OSCR : 75.530 AUROC_max_val (%): 89.095 AUROC_real (%): 78.201

Epoch 285/600
157/157 - 4s - loss: 0.7597 - accuracy: 0.9194 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5482560992240906
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.300 90.464 83.500 91.625 88.877
	Acc: 0.949 OSCR : 82.590 AUROC_max_val (%): 90.464 AUROC_real (%): 85.370

Epoch 286/600
157/157 - 4s - loss: 0.7643 - accuracy: 0.9202 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6131787896156311
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.500 90.560 83.900 91.929 88.518
	Acc: 0.947 OSCR : 75.969 AUROC_max_val (%): 90.560 AUROC_real (%): 78.662

Epoch 287/600
157/157 - 4s - loss: 0.7844 - accuracy: 0.9160 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8158478140830994
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 86.870 78.650 88.360 84.775
	Acc: 0.933 OSCR : 68.119 AUROC_max_val (%): 86.870 AUROC_real (%): 71.121

Epoch 288/600
157/157 - 4s - loss: 0.7665 - accuracy: 0.9183 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7049465775489807
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.100 90.713 84.150 92.296 88.189
	Acc: 0.936 OSCR : 77.277 AUROC_max_val (%): 90.713 AUROC_real (%): 80.392

Epoch 289/600
157/157 - 4s - loss: 0.7568 - accuracy: 0.9214 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5381342172622681
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    52.300 91.604 84.400 92.853 90.058
	Acc: 0.953 OSCR : 81.491 AUROC_max_val (%): 91.604 AUROC_real (%): 83.968

Epoch 290/600
157/157 - 4s - loss: 0.7786 - accuracy: 0.9186 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5380905270576477
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.800 87.687 80.300 88.546 85.596
	Acc: 0.949 OSCR : 81.549 AUROC_max_val (%): 87.687 AUROC_real (%): 84.058

Epoch 291/600
157/157 - 4s - loss: 0.7708 - accuracy: 0.9171 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5837775468826294
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.400 90.065 83.000 91.148 88.618
	Acc: 0.949 OSCR : 79.077 AUROC_max_val (%): 90.065 AUROC_real (%): 81.717

Epoch 292/600
157/157 - 4s - loss: 0.7348 - accuracy: 0.9230 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5197519063949585
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 86.179 79.600 87.166 84.222
	Acc: 0.951 OSCR : 77.642 AUROC_max_val (%): 86.179 AUROC_real (%): 79.871

Epoch 293/600
157/157 - 4s - loss: 0.7452 - accuracy: 0.9209 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7507439851760864
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 85.888 79.300 87.085 82.932
	Acc: 0.936 OSCR : 71.942 AUROC_max_val (%): 85.888 AUROC_real (%): 74.509

Epoch 294/600
157/157 - 4s - loss: 0.7499 - accuracy: 0.9216 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.571599006652832
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.900 90.251 82.600 91.406 88.145
	Acc: 0.947 OSCR : 79.104 AUROC_max_val (%): 90.251 AUROC_real (%): 81.670

Epoch 295/600
157/157 - 4s - loss: 0.7597 - accuracy: 0.9216 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5002651214599609
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.800 89.787 83.050 90.673 87.802
	Acc: 0.952 OSCR : 79.235 AUROC_max_val (%): 89.787 AUROC_real (%): 81.343

Epoch 296/600
157/157 - 4s - loss: 0.7413 - accuracy: 0.9221 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6193802952766418
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.300 87.307 80.500 88.609 85.004
	Acc: 0.944 OSCR : 77.168 AUROC_max_val (%): 87.307 AUROC_real (%): 79.669

Epoch 297/600
157/157 - 4s - loss: 0.7215 - accuracy: 0.9241 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5350418090820312
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.900 89.867 82.700 91.071 87.379
	Acc: 0.947 OSCR : 81.120 AUROC_max_val (%): 89.867 AUROC_real (%): 83.655

Epoch 298/600
157/157 - 4s - loss: 0.7314 - accuracy: 0.9240 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7210105657577515
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 84.038 77.000 85.194 81.037
	Acc: 0.946 OSCR : 67.606 AUROC_max_val (%): 84.038 AUROC_real (%): 69.825

Epoch 299/600
157/157 - 4s - loss: 0.7374 - accuracy: 0.9220 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9366073608398438
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.300 82.359 76.400 84.655 77.655
	Acc: 0.924 OSCR : 71.915 AUROC_max_val (%): 82.359 AUROC_real (%): 75.377

Epoch 300/600
157/157 - 4s - loss: 0.7023 - accuracy: 0.9251 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6457647085189819
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 84.976 77.750 85.702 82.833
	Acc: 0.940 OSCR : 75.796 AUROC_max_val (%): 84.976 AUROC_real (%): 78.557

Epoch 301/600
157/157 - 4s - loss: 0.7348 - accuracy: 0.9221 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6389042139053345
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 85.670 78.650 87.314 82.407
	Acc: 0.943 OSCR : 75.205 AUROC_max_val (%): 85.670 AUROC_real (%): 77.876

Epoch 302/600
157/157 - 4s - loss: 0.7236 - accuracy: 0.9222 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4957076907157898
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.900 89.011 81.500 90.068 87.544
	Acc: 0.950 OSCR : 81.440 AUROC_max_val (%): 89.011 AUROC_real (%): 83.865

Epoch 303/600
157/157 - 4s - loss: 0.7159 - accuracy: 0.9247 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5914314389228821
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.300 88.676 81.100 89.920 86.790
	Acc: 0.949 OSCR : 75.825 AUROC_max_val (%): 88.676 AUROC_real (%): 78.239

Epoch 304/600
157/157 - 4s - loss: 0.7018 - accuracy: 0.9253 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5760467052459717
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.500 86.863 79.250 87.173 85.162
	Acc: 0.950 OSCR : 78.371 AUROC_max_val (%): 86.863 AUROC_real (%): 80.859

Epoch 305/600
157/157 - 4s - loss: 0.6994 - accuracy: 0.9276 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6490756869316101
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 85.358 77.700 85.863 83.633
	Acc: 0.941 OSCR : 73.661 AUROC_max_val (%): 85.358 AUROC_real (%): 76.236

Epoch 306/600
157/157 - 4s - loss: 0.7037 - accuracy: 0.9257 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5792037844657898
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.200 91.237 84.550 92.599 88.968
	Acc: 0.951 OSCR : 77.770 AUROC_max_val (%): 91.237 AUROC_real (%): 80.205

Epoch 307/600
157/157 - 4s - loss: 0.6828 - accuracy: 0.9287 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6805413365364075
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.500 90.696 83.650 91.816 89.391
	Acc: 0.944 OSCR : 78.043 AUROC_max_val (%): 90.696 AUROC_real (%): 81.064

Epoch 308/600
157/157 - 4s - loss: 0.7139 - accuracy: 0.9241 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6765637397766113
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 88.060 80.550 89.172 85.967
	Acc: 0.944 OSCR : 73.081 AUROC_max_val (%): 88.060 AUROC_real (%): 75.619

Epoch 309/600
157/157 - 4s - loss: 0.6842 - accuracy: 0.9273 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5656636953353882
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    56.300 91.606 84.850 92.365 90.526
	Acc: 0.954 OSCR : 77.961 AUROC_max_val (%): 91.606 AUROC_real (%): 80.498

Epoch 310/600
157/157 - 4s - loss: 0.7002 - accuracy: 0.9260 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5616121888160706
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.300 89.957 82.750 91.518 87.938
	Acc: 0.949 OSCR : 79.404 AUROC_max_val (%): 89.957 AUROC_real (%): 81.981

Epoch 311/600
157/157 - 4s - loss: 0.6924 - accuracy: 0.9277 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6131076812744141
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.400 88.473 81.200 89.809 86.382
	Acc: 0.946 OSCR : 75.343 AUROC_max_val (%): 88.473 AUROC_real (%): 77.795

Epoch 312/600
157/157 - 4s - loss: 0.6805 - accuracy: 0.9302 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5904714465141296
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.800 88.543 81.050 89.281 87.079
	Acc: 0.953 OSCR : 78.385 AUROC_max_val (%): 88.543 AUROC_real (%): 81.015

Epoch 313/600
157/157 - 4s - loss: 0.6890 - accuracy: 0.9294 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5647706985473633
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.100 89.284 81.700 89.779 88.367
	Acc: 0.950 OSCR : 78.770 AUROC_max_val (%): 89.284 AUROC_real (%): 81.272

Epoch 314/600
157/157 - 4s - loss: 0.6800 - accuracy: 0.9268 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6353414058685303
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.300 88.635 81.400 89.941 85.877
	Acc: 0.946 OSCR : 77.149 AUROC_max_val (%): 88.635 AUROC_real (%): 79.813

Epoch 315/600
157/157 - 4s - loss: 0.6917 - accuracy: 0.9283 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5946875810623169
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    55.200 92.114 84.850 93.221 90.928
	Acc: 0.948 OSCR : 79.051 AUROC_max_val (%): 92.114 AUROC_real (%): 81.728

Epoch 316/600
157/157 - 4s - loss: 0.6628 - accuracy: 0.9308 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6277045011520386
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.800 89.083 81.100 90.361 87.156
	Acc: 0.944 OSCR : 74.826 AUROC_max_val (%): 89.083 AUROC_real (%): 77.461

Epoch 317/600
157/157 - 4s - loss: 0.6682 - accuracy: 0.9290 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6344339847564697
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.100 89.475 82.300 90.817 87.291
	Acc: 0.949 OSCR : 72.777 AUROC_max_val (%): 89.475 AUROC_real (%): 75.274

Epoch 318/600
157/157 - 4s - loss: 0.6709 - accuracy: 0.9291 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5569709539413452
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    54.000 91.193 83.750 92.136 89.771
	Acc: 0.956 OSCR : 79.489 AUROC_max_val (%): 91.193 AUROC_real (%): 81.970

Epoch 319/600
157/157 - 4s - loss: 0.6745 - accuracy: 0.9291 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.694780707359314
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.300 87.215 78.900 87.387 86.180
	Acc: 0.942 OSCR : 76.381 AUROC_max_val (%): 87.215 AUROC_real (%): 79.393

Epoch 320/600
157/157 - 4s - loss: 0.6431 - accuracy: 0.9322 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6380620002746582
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 87.946 80.150 88.960 86.119
	Acc: 0.947 OSCR : 73.425 AUROC_max_val (%): 87.946 AUROC_real (%): 75.927

Epoch 321/600
157/157 - 4s - loss: 0.6595 - accuracy: 0.9305 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6242618560791016
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.300 86.996 79.700 88.009 85.200
	Acc: 0.948 OSCR : 74.691 AUROC_max_val (%): 86.996 AUROC_real (%): 77.360

Epoch 322/600
157/157 - 4s - loss: 0.6591 - accuracy: 0.9289 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6276772022247314
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.400 89.390 82.200 90.614 87.131
	Acc: 0.945 OSCR : 77.855 AUROC_max_val (%): 89.390 AUROC_real (%): 80.613

Epoch 323/600
157/157 - 4s - loss: 0.6375 - accuracy: 0.9326 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6721325516700745
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.500 88.532 81.400 89.680 87.019
	Acc: 0.948 OSCR : 73.603 AUROC_max_val (%): 88.532 AUROC_real (%): 76.336

Epoch 324/600
157/157 - 4s - loss: 0.6546 - accuracy: 0.9309 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6370779275894165
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 87.480 80.100 88.551 85.358
	Acc: 0.948 OSCR : 74.537 AUROC_max_val (%): 87.480 AUROC_real (%): 77.009

Epoch 325/600
157/157 - 4s - loss: 0.6366 - accuracy: 0.9334 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5944044589996338
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    54.100 92.050 85.250 92.798 90.751
	Acc: 0.950 OSCR : 80.361 AUROC_max_val (%): 92.050 AUROC_real (%): 83.238

Epoch 326/600
157/157 - 4s - loss: 0.6359 - accuracy: 0.9330 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6175017356872559
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.600 88.980 81.900 90.109 87.382
	Acc: 0.951 OSCR : 78.124 AUROC_max_val (%): 88.980 AUROC_real (%): 80.795

Epoch 327/600
157/157 - 4s - loss: 0.6283 - accuracy: 0.9319 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4971868097782135
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.100 91.087 83.400 92.291 89.458
	Acc: 0.953 OSCR : 80.598 AUROC_max_val (%): 91.087 AUROC_real (%): 83.011

Epoch 328/600
157/157 - 4s - loss: 0.6232 - accuracy: 0.9340 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5115001201629639
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    54.800 91.243 83.700 92.139 90.206
	Acc: 0.957 OSCR : 80.601 AUROC_max_val (%): 91.243 AUROC_real (%): 83.049

Epoch 329/600
157/157 - 4s - loss: 0.6227 - accuracy: 0.9344 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5326828360557556
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 87.019 79.600 86.897 86.033
	Acc: 0.949 OSCR : 79.518 AUROC_max_val (%): 87.019 AUROC_real (%): 82.088

Epoch 330/600
157/157 - 4s - loss: 0.6213 - accuracy: 0.9334 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5317598581314087
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.400 88.772 81.300 89.573 87.232
	Acc: 0.952 OSCR : 80.393 AUROC_max_val (%): 88.772 AUROC_real (%): 82.753

Epoch 331/600
157/157 - 4s - loss: 0.6328 - accuracy: 0.9317 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5227988362312317
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.400 87.880 80.200 88.280 86.898
	Acc: 0.951 OSCR : 78.859 AUROC_max_val (%): 87.880 AUROC_real (%): 81.367

Epoch 332/600
157/157 - 4s - loss: 0.6126 - accuracy: 0.9341 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5312421917915344
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.900 88.235 80.550 89.085 87.037
	Acc: 0.947 OSCR : 80.382 AUROC_max_val (%): 88.235 AUROC_real (%): 82.913

Epoch 333/600
157/157 - 4s - loss: 0.6105 - accuracy: 0.9348 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5770763158798218
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.600 90.735 83.150 91.577 89.705
	Acc: 0.950 OSCR : 81.743 AUROC_max_val (%): 90.735 AUROC_real (%): 84.626

Epoch 334/600
157/157 - 4s - loss: 0.6198 - accuracy: 0.9344 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5535562634468079
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.300 89.495 81.650 90.446 88.041
	Acc: 0.950 OSCR : 80.413 AUROC_max_val (%): 89.495 AUROC_real (%): 83.093

Epoch 335/600
157/157 - 4s - loss: 0.6187 - accuracy: 0.9322 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5058853030204773
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    55.900 91.102 84.400 91.550 90.122
	Acc: 0.954 OSCR : 83.099 AUROC_max_val (%): 91.102 AUROC_real (%): 85.661

Epoch 336/600
157/157 - 4s - loss: 0.6051 - accuracy: 0.9369 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5032630562782288
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    50.100 91.901 84.950 92.935 90.457
	Acc: 0.955 OSCR : 81.462 AUROC_max_val (%): 91.901 AUROC_real (%): 83.937

Epoch 337/600
157/157 - 4s - loss: 0.6224 - accuracy: 0.9323 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5717310309410095
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.000 90.627 83.800 91.848 88.788
	Acc: 0.952 OSCR : 76.452 AUROC_max_val (%): 90.627 AUROC_real (%): 78.810

Epoch 338/600
157/157 - 4s - loss: 0.5984 - accuracy: 0.9377 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5367810130119324
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.600 90.251 82.950 90.882 88.988
	Acc: 0.952 OSCR : 79.750 AUROC_max_val (%): 90.251 AUROC_real (%): 82.351

Epoch 339/600
157/157 - 4s - loss: 0.6089 - accuracy: 0.9356 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5407939553260803
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 88.184 80.450 88.591 86.526
	Acc: 0.951 OSCR : 76.908 AUROC_max_val (%): 88.184 AUROC_real (%): 79.288

Epoch 340/600
157/157 - 4s - loss: 0.6069 - accuracy: 0.9363 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5504068732261658
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.100 87.950 81.250 88.458 86.697
	Acc: 0.946 OSCR : 77.795 AUROC_max_val (%): 87.950 AUROC_real (%): 80.325

Epoch 341/600
157/157 - 4s - loss: 0.5958 - accuracy: 0.9365 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6050767302513123
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.300 89.023 81.600 89.583 88.054
	Acc: 0.949 OSCR : 78.584 AUROC_max_val (%): 89.023 AUROC_real (%): 81.228

Epoch 342/600
157/157 - 4s - loss: 0.5865 - accuracy: 0.9374 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5539006590843201
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.300 89.504 82.200 89.993 87.856
	Acc: 0.946 OSCR : 79.709 AUROC_max_val (%): 89.504 AUROC_real (%): 82.444

Epoch 343/600
157/157 - 4s - loss: 0.5828 - accuracy: 0.9384 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.546333372592926
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    53.900 90.141 82.850 90.486 88.967
	Acc: 0.950 OSCR : 78.677 AUROC_max_val (%): 90.141 AUROC_real (%): 81.096

Epoch 344/600
157/157 - 4s - loss: 0.5752 - accuracy: 0.9380 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4914655089378357
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.700 89.479 82.300 89.919 88.441
	Acc: 0.951 OSCR : 81.301 AUROC_max_val (%): 89.479 AUROC_real (%): 83.694

Epoch 345/600
157/157 - 4s - loss: 0.5867 - accuracy: 0.9367 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5650610327720642
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.300 90.286 82.950 91.234 88.594
	Acc: 0.951 OSCR : 79.712 AUROC_max_val (%): 90.286 AUROC_real (%): 82.203

Epoch 346/600
157/157 - 4s - loss: 0.5756 - accuracy: 0.9388 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5573505759239197
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.500 88.989 81.350 89.606 87.421
	Acc: 0.954 OSCR : 80.014 AUROC_max_val (%): 88.989 AUROC_real (%): 82.392

Epoch 347/600
157/157 - 4s - loss: 0.5800 - accuracy: 0.9378 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5384590029716492
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    52.100 90.489 83.600 91.080 89.224
	Acc: 0.951 OSCR : 82.058 AUROC_max_val (%): 90.489 AUROC_real (%): 84.540

Epoch 348/600
157/157 - 4s - loss: 0.5817 - accuracy: 0.9385 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5173211693763733
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 87.928 80.550 88.772 86.558
	Acc: 0.952 OSCR : 79.224 AUROC_max_val (%): 87.928 AUROC_real (%): 81.495

Epoch 349/600
157/157 - 4s - loss: 0.5862 - accuracy: 0.9376 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5926011800765991
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.400 88.162 81.300 88.759 86.497
	Acc: 0.948 OSCR : 77.657 AUROC_max_val (%): 88.162 AUROC_real (%): 80.239

Epoch 350/600
157/157 - 4s - loss: 0.5630 - accuracy: 0.9416 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5208219885826111
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.600 90.087 83.150 90.798 88.975
	Acc: 0.955 OSCR : 79.661 AUROC_max_val (%): 90.087 AUROC_real (%): 82.155

Epoch 351/600
157/157 - 4s - loss: 0.5590 - accuracy: 0.9413 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5368949174880981
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 89.505 83.050 90.292 87.949
	Acc: 0.952 OSCR : 79.096 AUROC_max_val (%): 89.505 AUROC_real (%): 81.469

Epoch 352/600
157/157 - 4s - loss: 0.5647 - accuracy: 0.9402 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5191954374313354
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    50.200 89.731 82.650 90.083 88.900
	Acc: 0.952 OSCR : 79.736 AUROC_max_val (%): 89.731 AUROC_real (%): 82.137

Epoch 353/600
157/157 - 4s - loss: 0.5631 - accuracy: 0.9403 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5064140558242798
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    52.600 90.757 83.850 91.398 89.683
	Acc: 0.956 OSCR : 80.108 AUROC_max_val (%): 90.757 AUROC_real (%): 82.438

Epoch 354/600
157/157 - 4s - loss: 0.5590 - accuracy: 0.9410 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5008116960525513
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.500 89.192 82.000 89.910 87.778
	Acc: 0.953 OSCR : 78.469 AUROC_max_val (%): 89.192 AUROC_real (%): 80.669

Epoch 355/600
157/157 - 4s - loss: 0.5706 - accuracy: 0.9376 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4765702486038208
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.800 89.484 82.200 90.017 88.408
	Acc: 0.959 OSCR : 80.305 AUROC_max_val (%): 89.484 AUROC_real (%): 82.542

Epoch 356/600
157/157 - 4s - loss: 0.5613 - accuracy: 0.9405 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5038064122200012
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.400 88.522 81.200 88.753 87.354
	Acc: 0.957 OSCR : 78.642 AUROC_max_val (%): 88.522 AUROC_real (%): 80.873

Epoch 357/600
157/157 - 4s - loss: 0.5652 - accuracy: 0.9398 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.511062502861023
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.000 89.147 82.050 89.424 88.101
	Acc: 0.951 OSCR : 78.524 AUROC_max_val (%): 89.147 AUROC_real (%): 80.833

Epoch 358/600
157/157 - 4s - loss: 0.5682 - accuracy: 0.9398 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4580158293247223
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.300 88.709 81.800 89.102 87.382
	Acc: 0.952 OSCR : 80.989 AUROC_max_val (%): 88.709 AUROC_real (%): 83.145

Epoch 359/600
157/157 - 4s - loss: 0.5498 - accuracy: 0.9426 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4927214980125427
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.500 88.092 80.700 88.059 87.365
	Acc: 0.953 OSCR : 78.474 AUROC_max_val (%): 88.092 AUROC_real (%): 80.692

Epoch 360/600
157/157 - 4s - loss: 0.5677 - accuracy: 0.9390 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.47842445969581604
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.700 89.509 82.150 89.948 87.885
	Acc: 0.953 OSCR : 80.488 AUROC_max_val (%): 89.509 AUROC_real (%): 82.775

Epoch 361/600
157/157 - 4s - loss: 0.5556 - accuracy: 0.9413 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5631908774375916
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 86.241 79.100 86.217 84.819
	Acc: 0.949 OSCR : 76.335 AUROC_max_val (%): 86.241 AUROC_real (%): 78.744

Epoch 362/600
157/157 - 4s - loss: 0.5567 - accuracy: 0.9415 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5316234230995178
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.800 88.233 80.950 88.922 86.735
	Acc: 0.955 OSCR : 76.875 AUROC_max_val (%): 88.233 AUROC_real (%): 79.271

Epoch 363/600
157/157 - 4s - loss: 0.5524 - accuracy: 0.9417 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4929342567920685
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.000 89.428 82.050 90.035 88.296
	Acc: 0.954 OSCR : 78.733 AUROC_max_val (%): 89.428 AUROC_real (%): 81.032

Epoch 364/600
157/157 - 4s - loss: 0.5490 - accuracy: 0.9406 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5080535411834717
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.800 88.786 81.250 89.350 87.651
	Acc: 0.953 OSCR : 78.339 AUROC_max_val (%): 88.786 AUROC_real (%): 80.698

Epoch 365/600
157/157 - 4s - loss: 0.5478 - accuracy: 0.9419 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4924684762954712
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.900 88.678 81.150 89.090 87.688
	Acc: 0.953 OSCR : 77.744 AUROC_max_val (%): 88.678 AUROC_real (%): 80.033

Epoch 366/600
157/157 - 4s - loss: 0.5355 - accuracy: 0.9429 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.49126672744750977
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 89.062 81.900 89.799 87.828
	Acc: 0.954 OSCR : 79.967 AUROC_max_val (%): 89.062 AUROC_real (%): 82.218

Epoch 367/600
157/157 - 4s - loss: 0.5520 - accuracy: 0.9404 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5025579333305359
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.200 88.124 81.100 88.523 86.861
	Acc: 0.948 OSCR : 77.135 AUROC_max_val (%): 88.124 AUROC_real (%): 79.402

Epoch 368/600
157/157 - 4s - loss: 0.5360 - accuracy: 0.9442 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5055679082870483
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.200 87.631 79.900 88.420 86.337
	Acc: 0.949 OSCR : 76.490 AUROC_max_val (%): 87.631 AUROC_real (%): 78.718

Epoch 369/600
157/157 - 4s - loss: 0.5298 - accuracy: 0.9441 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5460062623023987
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.200 87.946 80.150 88.475 86.586
	Acc: 0.949 OSCR : 77.324 AUROC_max_val (%): 87.946 AUROC_real (%): 79.808

Epoch 370/600
157/157 - 4s - loss: 0.5174 - accuracy: 0.9452 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5850051045417786
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 87.658 80.350 88.291 86.257
	Acc: 0.944 OSCR : 75.653 AUROC_max_val (%): 87.658 AUROC_real (%): 78.245

Epoch 371/600
157/157 - 4s - loss: 0.5336 - accuracy: 0.9420 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.548959493637085
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.800 88.216 80.900 88.947 86.886
	Acc: 0.944 OSCR : 75.819 AUROC_max_val (%): 88.216 AUROC_real (%): 78.195

Epoch 372/600
157/157 - 4s - loss: 0.5429 - accuracy: 0.9408 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.515114963054657
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.500 89.047 81.200 89.932 87.698
	Acc: 0.950 OSCR : 78.705 AUROC_max_val (%): 89.047 AUROC_real (%): 81.124

Epoch 373/600
157/157 - 4s - loss: 0.5305 - accuracy: 0.9426 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5338070392608643
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 88.135 81.000 88.804 86.819
	Acc: 0.949 OSCR : 77.468 AUROC_max_val (%): 88.135 AUROC_real (%): 79.949

Epoch 374/600
157/157 - 4s - loss: 0.5308 - accuracy: 0.9449 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5496220588684082
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.100 87.515 80.250 88.130 86.109
	Acc: 0.950 OSCR : 74.909 AUROC_max_val (%): 87.515 AUROC_real (%): 77.284

Epoch 375/600
157/157 - 4s - loss: 0.5335 - accuracy: 0.9424 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.513308584690094
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.300 88.181 80.600 88.729 86.843
	Acc: 0.951 OSCR : 77.582 AUROC_max_val (%): 88.181 AUROC_real (%): 79.845

Epoch 376/600
157/157 - 4s - loss: 0.5288 - accuracy: 0.9441 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.511838972568512
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.800 88.502 81.150 88.936 87.272
	Acc: 0.951 OSCR : 78.275 AUROC_max_val (%): 88.502 AUROC_real (%): 80.562

Epoch 377/600
157/157 - 4s - loss: 0.5376 - accuracy: 0.9437 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5070744156837463
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.500 88.818 81.450 89.508 87.380
	Acc: 0.953 OSCR : 78.978 AUROC_max_val (%): 88.818 AUROC_real (%): 81.267

Epoch 378/600
157/157 - 4s - loss: 0.5193 - accuracy: 0.9448 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4976484775543213
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.900 88.647 81.150 89.203 87.350
	Acc: 0.951 OSCR : 78.975 AUROC_max_val (%): 88.647 AUROC_real (%): 81.279

Epoch 379/600
157/157 - 4s - loss: 0.5538 - accuracy: 0.9403 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5072900652885437
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.600 89.354 82.000 90.013 88.131
	Acc: 0.952 OSCR : 78.138 AUROC_max_val (%): 89.354 AUROC_real (%): 80.441

Epoch 380/600
157/157 - 4s - loss: 0.5344 - accuracy: 0.9430 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4965888559818268
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.000 88.802 81.350 89.387 87.696
	Acc: 0.954 OSCR : 78.867 AUROC_max_val (%): 88.802 AUROC_real (%): 81.155

Epoch 381/600
157/157 - 4s - loss: 0.5103 - accuracy: 0.9452 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.48862722516059875
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.100 88.502 81.150 88.922 87.448
	Acc: 0.952 OSCR : 78.570 AUROC_max_val (%): 88.502 AUROC_real (%): 80.818

Epoch 382/600
157/157 - 4s - loss: 0.5203 - accuracy: 0.9440 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4848199188709259
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 88.136 80.450 88.581 87.020
	Acc: 0.954 OSCR : 78.108 AUROC_max_val (%): 88.136 AUROC_real (%): 80.258

Epoch 383/600
157/157 - 4s - loss: 0.5134 - accuracy: 0.9450 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.49079886078834534
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.700 88.382 80.750 88.857 87.120
	Acc: 0.953 OSCR : 78.007 AUROC_max_val (%): 88.382 AUROC_real (%): 80.184

Epoch 384/600
157/157 - 4s - loss: 0.5242 - accuracy: 0.9437 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.48879504203796387
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.800 88.376 80.850 88.728 87.228
	Acc: 0.950 OSCR : 78.146 AUROC_max_val (%): 88.376 AUROC_real (%): 80.340

Epoch 385/600
157/157 - 4s - loss: 0.5069 - accuracy: 0.9442 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4976963996887207
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 88.341 81.000 88.778 87.243
	Acc: 0.950 OSCR : 77.966 AUROC_max_val (%): 88.341 AUROC_real (%): 80.195

Epoch 386/600
157/157 - 4s - loss: 0.5131 - accuracy: 0.9452 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5069193840026855
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.700 88.620 81.200 89.130 87.474
	Acc: 0.950 OSCR : 78.284 AUROC_max_val (%): 88.620 AUROC_real (%): 80.610

Epoch 387/600
157/157 - 4s - loss: 0.5177 - accuracy: 0.9442 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4880473017692566
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.900 89.248 81.300 89.785 88.121
	Acc: 0.953 OSCR : 79.299 AUROC_max_val (%): 89.248 AUROC_real (%): 81.556

Epoch 388/600
157/157 - 4s - loss: 0.5250 - accuracy: 0.9423 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5019765496253967
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.500 88.964 81.500 89.456 87.856
	Acc: 0.950 OSCR : 78.766 AUROC_max_val (%): 88.964 AUROC_real (%): 81.105

Epoch 389/600
157/157 - 4s - loss: 0.5392 - accuracy: 0.9439 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5060181617736816
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.800 88.244 81.100 88.629 87.122
	Acc: 0.951 OSCR : 77.503 AUROC_max_val (%): 88.244 AUROC_real (%): 79.794

Epoch 390/600
157/157 - 4s - loss: 0.5211 - accuracy: 0.9444 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5047072768211365
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 88.072 80.750 88.468 86.903
	Acc: 0.951 OSCR : 77.324 AUROC_max_val (%): 88.072 AUROC_real (%): 79.579

Epoch 391/600
157/157 - 4s - loss: 0.5260 - accuracy: 0.9446 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5007015466690063
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 88.183 80.850 88.670 86.925
	Acc: 0.953 OSCR : 77.788 AUROC_max_val (%): 88.183 AUROC_real (%): 80.019

Epoch 392/600
157/157 - 4s - loss: 0.5006 - accuracy: 0.9455 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5081628561019897
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.200 87.988 80.800 88.446 86.736
	Acc: 0.951 OSCR : 77.680 AUROC_max_val (%): 87.988 AUROC_real (%): 79.951

Epoch 393/600
157/157 - 4s - loss: 0.5226 - accuracy: 0.9452 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.510377824306488
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.300 87.922 80.650 88.413 86.616
	Acc: 0.951 OSCR : 77.154 AUROC_max_val (%): 87.922 AUROC_real (%): 79.408

Epoch 394/600
157/157 - 4s - loss: 0.5217 - accuracy: 0.9451 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5134871602058411
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 87.874 80.550 88.347 86.614
	Acc: 0.952 OSCR : 76.900 AUROC_max_val (%): 87.874 AUROC_real (%): 79.147

Epoch 395/600
157/157 - 4s - loss: 0.5195 - accuracy: 0.9460 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5075809359550476
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.300 87.987 80.700 88.472 86.765
	Acc: 0.951 OSCR : 77.378 AUROC_max_val (%): 87.987 AUROC_real (%): 79.638

Epoch 396/600
157/157 - 4s - loss: 0.5174 - accuracy: 0.9453 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5045843124389648
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 88.063 80.750 88.558 86.816
	Acc: 0.950 OSCR : 77.544 AUROC_max_val (%): 88.063 AUROC_real (%): 79.801

Epoch 397/600
157/157 - 4s - loss: 0.5148 - accuracy: 0.9449 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5072776079177856
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.600 88.163 80.850 88.665 86.941
	Acc: 0.950 OSCR : 77.755 AUROC_max_val (%): 88.163 AUROC_real (%): 80.044

Epoch 398/600
157/157 - 4s - loss: 0.5350 - accuracy: 0.9431 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5059048533439636
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 88.140 80.750 88.626 86.946
	Acc: 0.951 OSCR : 77.567 AUROC_max_val (%): 88.140 AUROC_real (%): 79.831

Epoch 399/600
157/157 - 4s - loss: 0.5199 - accuracy: 0.9459 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5002599358558655
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.800 88.265 80.850 88.782 87.033
	Acc: 0.952 OSCR : 77.815 AUROC_max_val (%): 88.265 AUROC_real (%): 80.051

Epoch 400/600
157/157 - 4s - loss: 0.5205 - accuracy: 0.9442 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5060977339744568
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.000 88.077 80.900 88.562 86.861
	Acc: 0.951 OSCR : 77.714 AUROC_max_val (%): 88.077 AUROC_real (%): 79.983

Epoch 401/600
157/157 - 4s - loss: 0.5010 - accuracy: 0.9467 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5090630650520325
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.300 88.015 80.700 88.489 86.820
	Acc: 0.950 OSCR : 77.388 AUROC_max_val (%): 88.015 AUROC_real (%): 79.666

Epoch 402/600
157/157 - 4s - loss: 0.8100 - accuracy: 0.9151 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7894811630249023
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 85.736 79.150 86.970 83.029
	Acc: 0.943 OSCR : 74.034 AUROC_max_val (%): 85.736 AUROC_real (%): 76.686

Epoch 403/600
157/157 - 4s - loss: 0.8673 - accuracy: 0.9079 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.0228886604309082
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 81.377 74.100 81.652 80.257
	Acc: 0.912 OSCR : 65.985 AUROC_max_val (%): 81.377 AUROC_real (%): 69.996

Epoch 404/600
157/157 - 4s - loss: 0.8078 - accuracy: 0.9158 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8249338865280151
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 87.229 79.800 88.648 84.778
	Acc: 0.933 OSCR : 71.957 AUROC_max_val (%): 87.229 AUROC_real (%): 75.341

Epoch 405/600
157/157 - 4s - loss: 0.8498 - accuracy: 0.9101 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6916016936302185
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.300 89.301 82.300 90.427 87.533
	Acc: 0.936 OSCR : 79.230 AUROC_max_val (%): 89.301 AUROC_real (%): 82.554

Epoch 406/600
157/157 - 4s - loss: 0.8545 - accuracy: 0.9090 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9733728766441345
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.200 88.351 80.650 89.765 86.463
	Acc: 0.934 OSCR : 70.646 AUROC_max_val (%): 88.351 AUROC_real (%): 74.183

Epoch 407/600
157/157 - 4s - loss: 0.8435 - accuracy: 0.9122 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.656648576259613
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 85.730 78.900 87.235 82.878
	Acc: 0.935 OSCR : 76.224 AUROC_max_val (%): 85.730 AUROC_real (%): 79.129

Epoch 408/600
157/157 - 4s - loss: 0.8569 - accuracy: 0.9093 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5985223054885864
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    53.500 91.197 84.000 92.255 89.411
	Acc: 0.948 OSCR : 77.886 AUROC_max_val (%): 91.197 AUROC_real (%): 80.436

Epoch 409/600
157/157 - 4s - loss: 0.8247 - accuracy: 0.9122 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7198290228843689
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.800 87.116 79.550 88.181 85.179
	Acc: 0.941 OSCR : 72.905 AUROC_max_val (%): 87.116 AUROC_real (%): 75.863

Epoch 410/600
157/157 - 4s - loss: 0.8261 - accuracy: 0.9115 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6518129706382751
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.200 91.085 83.800 92.243 89.786
	Acc: 0.954 OSCR : 76.636 AUROC_max_val (%): 91.085 AUROC_real (%): 79.311

Epoch 411/600
157/157 - 4s - loss: 0.8131 - accuracy: 0.9147 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7144312262535095
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 87.442 80.200 88.480 85.059
	Acc: 0.935 OSCR : 77.527 AUROC_max_val (%): 87.442 AUROC_real (%): 80.844

Epoch 412/600
157/157 - 4s - loss: 0.8255 - accuracy: 0.9132 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7679641842842102
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 85.965 79.000 87.397 83.900
	Acc: 0.928 OSCR : 73.616 AUROC_max_val (%): 85.965 AUROC_real (%): 76.954

Epoch 413/600
157/157 - 4s - loss: 0.8181 - accuracy: 0.9121 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6440430879592896
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 85.134 78.500 85.630 83.488
	Acc: 0.949 OSCR : 72.429 AUROC_max_val (%): 85.134 AUROC_real (%): 74.600

Epoch 414/600
157/157 - 4s - loss: 0.8103 - accuracy: 0.9131 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7735510468482971
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 85.675 78.100 87.209 83.080
	Acc: 0.937 OSCR : 75.295 AUROC_max_val (%): 85.675 AUROC_real (%): 78.473

Epoch 415/600
157/157 - 4s - loss: 0.8144 - accuracy: 0.9143 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4956258237361908
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.700 90.390 83.200 91.466 89.007
	Acc: 0.953 OSCR : 84.591 AUROC_max_val (%): 90.390 AUROC_real (%): 87.190

Epoch 416/600
157/157 - 4s - loss: 0.7871 - accuracy: 0.9171 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7736878991127014
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.600 88.263 81.700 89.338 86.259
	Acc: 0.932 OSCR : 80.726 AUROC_max_val (%): 88.263 AUROC_real (%): 84.602

Epoch 417/600
157/157 - 4s - loss: 0.8038 - accuracy: 0.9157 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7085825204849243
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.500 86.071 79.700 87.453 82.458
	Acc: 0.935 OSCR : 78.178 AUROC_max_val (%): 86.071 AUROC_real (%): 81.311

Epoch 418/600
157/157 - 4s - loss: 0.8391 - accuracy: 0.9118 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7635632157325745
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.700 91.021 83.400 92.208 89.664
	Acc: 0.953 OSCR : 72.410 AUROC_max_val (%): 91.021 AUROC_real (%): 75.046

Epoch 419/600
157/157 - 4s - loss: 0.8153 - accuracy: 0.9157 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):1.0472625494003296
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 87.045 80.350 88.918 83.602
	Acc: 0.919 OSCR : 69.551 AUROC_max_val (%): 87.045 AUROC_real (%): 73.379

Epoch 420/600
157/157 - 4s - loss: 0.7897 - accuracy: 0.9168 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7546318769454956
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 86.604 80.350 88.157 83.570
	Acc: 0.929 OSCR : 74.757 AUROC_max_val (%): 86.604 AUROC_real (%): 77.831

Epoch 421/600
157/157 - 4s - loss: 0.8075 - accuracy: 0.9164 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6741042137145996
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 87.048 80.050 88.866 84.651
	Acc: 0.938 OSCR : 75.275 AUROC_max_val (%): 87.048 AUROC_real (%): 78.220

Epoch 422/600
157/157 - 4s - loss: 0.7975 - accuracy: 0.9153 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6545332074165344
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.400 88.956 81.250 90.196 87.109
	Acc: 0.931 OSCR : 78.555 AUROC_max_val (%): 88.956 AUROC_real (%): 81.712

Epoch 423/600
157/157 - 4s - loss: 0.8013 - accuracy: 0.9162 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7818350195884705
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 84.207 77.200 85.706 80.943
	Acc: 0.932 OSCR : 77.563 AUROC_max_val (%): 84.207 AUROC_real (%): 80.813

Epoch 424/600
157/157 - 4s - loss: 0.7969 - accuracy: 0.9169 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7798088192939758
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 86.586 78.900 88.107 84.468
	Acc: 0.932 OSCR : 74.208 AUROC_max_val (%): 86.586 AUROC_real (%): 77.254

Epoch 425/600
157/157 - 4s - loss: 0.7957 - accuracy: 0.9169 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7468676567077637
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 87.623 80.000 88.723 85.971
	Acc: 0.933 OSCR : 76.517 AUROC_max_val (%): 87.623 AUROC_real (%): 79.899

Epoch 426/600
157/157 - 4s - loss: 0.7766 - accuracy: 0.9183 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5384729504585266
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.600 90.705 84.150 91.739 88.858
	Acc: 0.953 OSCR : 80.476 AUROC_max_val (%): 90.705 AUROC_real (%): 82.833

Epoch 427/600
157/157 - 4s - loss: 0.7845 - accuracy: 0.9175 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6298158764839172
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    52.300 92.260 85.850 93.354 90.805
	Acc: 0.948 OSCR : 77.386 AUROC_max_val (%): 92.260 AUROC_real (%): 80.024

Epoch 428/600
157/157 - 4s - loss: 0.7870 - accuracy: 0.9155 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8290631771087646
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 88.049 81.400 89.705 85.097
	Acc: 0.933 OSCR : 75.374 AUROC_max_val (%): 88.049 AUROC_real (%): 78.871

Epoch 429/600
157/157 - 4s - loss: 0.7800 - accuracy: 0.9194 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.9302833080291748
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.500 76.054 69.200 77.909 73.949
	Acc: 0.926 OSCR : 59.931 AUROC_max_val (%): 76.054 AUROC_real (%): 62.785

Epoch 430/600
157/157 - 4s - loss: 0.7840 - accuracy: 0.9164 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6343672275543213
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.200 90.719 83.950 92.311 88.278
	Acc: 0.937 OSCR : 80.425 AUROC_max_val (%): 90.719 AUROC_real (%): 83.352

Epoch 431/600
157/157 - 4s - loss: 0.7795 - accuracy: 0.9171 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7118504047393799
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.300 87.175 80.200 87.867 85.242
	Acc: 0.936 OSCR : 74.431 AUROC_max_val (%): 87.175 AUROC_real (%): 77.407

Epoch 432/600
157/157 - 4s - loss: 0.7833 - accuracy: 0.9180 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6811513304710388
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.900 89.508 83.000 90.632 87.591
	Acc: 0.937 OSCR : 78.793 AUROC_max_val (%): 89.508 AUROC_real (%): 81.913

Epoch 433/600
157/157 - 4s - loss: 0.7512 - accuracy: 0.9205 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6853390336036682
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.200 89.844 83.650 91.190 87.495
	Acc: 0.937 OSCR : 80.722 AUROC_max_val (%): 89.844 AUROC_real (%): 84.233

Epoch 434/600
157/157 - 4s - loss: 0.7709 - accuracy: 0.9194 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6547475457191467
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.500 92.010 85.650 92.729 90.737
	Acc: 0.949 OSCR : 74.122 AUROC_max_val (%): 92.010 AUROC_real (%): 76.635

Epoch 435/600
157/157 - 4s - loss: 0.7575 - accuracy: 0.9205 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8577571511268616
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 76.381 69.050 77.196 74.836
	Acc: 0.929 OSCR : 62.917 AUROC_max_val (%): 76.381 AUROC_real (%): 65.715

Epoch 436/600
157/157 - 4s - loss: 0.7800 - accuracy: 0.9176 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.891575038433075
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 83.574 76.350 84.684 81.273
	Acc: 0.929 OSCR : 68.054 AUROC_max_val (%): 83.574 AUROC_real (%): 71.086

Epoch 437/600
157/157 - 4s - loss: 0.7540 - accuracy: 0.9194 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.618794858455658
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.800 89.768 82.550 90.879 87.950
	Acc: 0.942 OSCR : 79.105 AUROC_max_val (%): 89.768 AUROC_real (%): 81.926

Epoch 438/600
157/157 - 4s - loss: 0.7607 - accuracy: 0.9202 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8696027398109436
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 82.100 75.600 83.647 78.325
	Acc: 0.931 OSCR : 66.924 AUROC_max_val (%): 82.100 AUROC_real (%): 69.990

Epoch 439/600
157/157 - 4s - loss: 0.7467 - accuracy: 0.9216 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5666555762290955
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.900 89.728 83.100 90.782 88.240
	Acc: 0.943 OSCR : 81.297 AUROC_max_val (%): 89.728 AUROC_real (%): 84.048

Epoch 440/600
157/157 - 4s - loss: 0.7477 - accuracy: 0.9224 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6235113143920898
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.800 88.389 81.750 88.848 86.902
	Acc: 0.945 OSCR : 75.946 AUROC_max_val (%): 88.389 AUROC_real (%): 78.519

Epoch 441/600
157/157 - 4s - loss: 0.7413 - accuracy: 0.9218 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7516031861305237
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 84.793 77.250 85.836 82.651
	Acc: 0.932 OSCR : 73.767 AUROC_max_val (%): 84.793 AUROC_real (%): 77.082

Epoch 442/600
157/157 - 4s - loss: 0.7327 - accuracy: 0.9237 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6409454345703125
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 87.363 79.950 88.351 85.816
	Acc: 0.942 OSCR : 73.140 AUROC_max_val (%): 87.363 AUROC_real (%): 75.915

Epoch 443/600
157/157 - 4s - loss: 0.7347 - accuracy: 0.9230 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7855679988861084
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 87.386 79.800 89.062 85.102
	Acc: 0.931 OSCR : 73.194 AUROC_max_val (%): 87.386 AUROC_real (%): 76.677

Epoch 444/600
157/157 - 4s - loss: 0.7363 - accuracy: 0.9221 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7434524297714233
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.900 89.730 82.300 90.969 88.246
	Acc: 0.950 OSCR : 70.409 AUROC_max_val (%): 89.730 AUROC_real (%): 72.870

Epoch 445/600
157/157 - 4s - loss: 0.7455 - accuracy: 0.9209 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7963922023773193
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 85.711 78.850 86.414 83.600
	Acc: 0.932 OSCR : 76.065 AUROC_max_val (%): 85.711 AUROC_real (%): 79.458

Epoch 446/600
157/157 - 4s - loss: 0.7262 - accuracy: 0.9237 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.74900221824646
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 87.641 81.100 89.306 84.826
	Acc: 0.941 OSCR : 70.346 AUROC_max_val (%): 87.641 AUROC_real (%): 73.195

Epoch 447/600
157/157 - 4s - loss: 0.7235 - accuracy: 0.9246 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8341768383979797
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.400 74.984 69.550 74.324 73.365
	Acc: 0.929 OSCR : 66.929 AUROC_max_val (%): 74.984 AUROC_real (%): 69.824

Epoch 448/600
157/157 - 4s - loss: 0.7284 - accuracy: 0.9228 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6151696443557739
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.300 89.037 81.600 90.127 87.544
	Acc: 0.951 OSCR : 76.151 AUROC_max_val (%): 89.037 AUROC_real (%): 78.554

Epoch 449/600
157/157 - 4s - loss: 0.7273 - accuracy: 0.9221 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8129305839538574
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.100 89.146 83.100 89.834 87.472
	Acc: 0.933 OSCR : 74.111 AUROC_max_val (%): 89.146 AUROC_real (%): 77.449

Epoch 450/600
157/157 - 4s - loss: 0.7465 - accuracy: 0.9219 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6011730432510376
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.800 90.353 83.550 91.418 88.607
	Acc: 0.946 OSCR : 77.622 AUROC_max_val (%): 90.353 AUROC_real (%): 80.099

Epoch 451/600
157/157 - 4s - loss: 0.7357 - accuracy: 0.9233 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.625201404094696
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 83.475 76.300 83.434 82.493
	Acc: 0.948 OSCR : 72.352 AUROC_max_val (%): 83.475 AUROC_real (%): 74.644

Epoch 452/600
157/157 - 4s - loss: 0.7160 - accuracy: 0.9244 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6777908802032471
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 86.133 79.700 87.558 83.750
	Acc: 0.948 OSCR : 69.985 AUROC_max_val (%): 86.133 AUROC_real (%): 72.204

Epoch 453/600
157/157 - 4s - loss: 0.7316 - accuracy: 0.9216 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7378636598587036
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 85.300 78.050 86.830 82.455
	Acc: 0.931 OSCR : 75.267 AUROC_max_val (%): 85.300 AUROC_real (%): 78.531

Epoch 454/600
157/157 - 4s - loss: 0.7329 - accuracy: 0.9226 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5243788957595825
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    50.700 90.475 83.600 91.664 88.763
	Acc: 0.948 OSCR : 82.072 AUROC_max_val (%): 90.475 AUROC_real (%): 84.702

Epoch 455/600
157/157 - 4s - loss: 0.7135 - accuracy: 0.9251 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5367098450660706
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.100 88.977 81.550 90.064 87.306
	Acc: 0.948 OSCR : 81.368 AUROC_max_val (%): 88.977 AUROC_real (%): 83.978

Epoch 456/600
157/157 - 4s - loss: 0.7234 - accuracy: 0.9236 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.541840672492981
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 88.163 81.450 90.025 85.836
	Acc: 0.953 OSCR : 74.988 AUROC_max_val (%): 88.163 AUROC_real (%): 77.019

Epoch 457/600
157/157 - 4s - loss: 0.7050 - accuracy: 0.9262 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6892656087875366
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 86.765 79.550 87.569 85.311
	Acc: 0.940 OSCR : 75.242 AUROC_max_val (%): 86.765 AUROC_real (%): 78.176

Epoch 458/600
157/157 - 4s - loss: 0.7047 - accuracy: 0.9257 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6197758316993713
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    52.800 91.392 84.450 92.629 89.472
	Acc: 0.944 OSCR : 78.409 AUROC_max_val (%): 91.392 AUROC_real (%): 81.250

Epoch 459/600
157/157 - 4s - loss: 0.7018 - accuracy: 0.9257 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5753809213638306
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 87.456 80.600 88.487 85.437
	Acc: 0.941 OSCR : 76.729 AUROC_max_val (%): 87.456 AUROC_real (%): 79.224

Epoch 460/600
157/157 - 4s - loss: 0.7144 - accuracy: 0.9254 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5908507704734802
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.100 89.303 82.700 90.054 87.296
	Acc: 0.944 OSCR : 81.209 AUROC_max_val (%): 89.303 AUROC_real (%): 83.911

Epoch 461/600
157/157 - 4s - loss: 0.6981 - accuracy: 0.9242 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.8095321655273438
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 82.475 75.200 82.870 82.001
	Acc: 0.930 OSCR : 71.215 AUROC_max_val (%): 82.475 AUROC_real (%): 74.870

Epoch 462/600
157/157 - 4s - loss: 0.7233 - accuracy: 0.9233 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5556389689445496
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    50.800 90.005 83.050 90.261 89.333
	Acc: 0.952 OSCR : 79.816 AUROC_max_val (%): 90.005 AUROC_real (%): 82.513

Epoch 463/600
157/157 - 4s - loss: 0.6930 - accuracy: 0.9276 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5007824897766113
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    52.700 91.691 84.500 92.956 90.101
	Acc: 0.949 OSCR : 82.098 AUROC_max_val (%): 91.691 AUROC_real (%): 84.688

Epoch 464/600
157/157 - 4s - loss: 0.6899 - accuracy: 0.9279 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.7109005451202393
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.500 88.736 81.150 88.952 88.486
	Acc: 0.956 OSCR : 73.059 AUROC_max_val (%): 88.736 AUROC_real (%): 75.517

Epoch 465/600
157/157 - 4s - loss: 0.7072 - accuracy: 0.9237 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6128032207489014
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 87.347 80.800 88.442 85.342
	Acc: 0.940 OSCR : 78.853 AUROC_max_val (%): 87.347 AUROC_real (%): 81.783

Epoch 466/600
157/157 - 4s - loss: 0.6689 - accuracy: 0.9308 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6136006116867065
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.000 90.007 82.600 91.064 88.750
	Acc: 0.944 OSCR : 75.045 AUROC_max_val (%): 90.007 AUROC_real (%): 77.993

Epoch 467/600
157/157 - 4s - loss: 0.6980 - accuracy: 0.9270 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5902683138847351
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    50.800 90.948 83.450 92.016 89.462
	Acc: 0.947 OSCR : 76.619 AUROC_max_val (%): 90.948 AUROC_real (%): 79.303

Epoch 468/600
157/157 - 4s - loss: 0.6792 - accuracy: 0.9280 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5859237313270569
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.900 89.792 82.550 90.185 89.133
	Acc: 0.954 OSCR : 78.065 AUROC_max_val (%): 89.792 AUROC_real (%): 80.624

Epoch 469/600
157/157 - 4s - loss: 0.6967 - accuracy: 0.9265 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6795400381088257
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 84.055 76.850 84.923 82.307
	Acc: 0.943 OSCR : 72.333 AUROC_max_val (%): 84.055 AUROC_real (%): 74.926

Epoch 470/600
157/157 - 4s - loss: 0.6622 - accuracy: 0.9287 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.523758590221405
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 87.778 81.050 87.744 86.780
	Acc: 0.952 OSCR : 78.888 AUROC_max_val (%): 87.778 AUROC_real (%): 81.043

Epoch 471/600
157/157 - 4s - loss: 0.7005 - accuracy: 0.9275 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5104843974113464
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.300 90.408 83.150 91.613 88.819
	Acc: 0.944 OSCR : 79.220 AUROC_max_val (%): 90.408 AUROC_real (%): 81.724

Epoch 472/600
157/157 - 4s - loss: 0.6744 - accuracy: 0.9293 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5747756361961365
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.300 87.670 80.150 88.421 86.673
	Acc: 0.947 OSCR : 74.918 AUROC_max_val (%): 87.670 AUROC_real (%): 77.339

Epoch 473/600
157/157 - 4s - loss: 0.6620 - accuracy: 0.9305 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5084270238876343
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 87.719 80.550 88.915 85.762
	Acc: 0.951 OSCR : 77.935 AUROC_max_val (%): 87.719 AUROC_real (%): 80.162

Epoch 474/600
157/157 - 4s - loss: 0.6716 - accuracy: 0.9301 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6858649849891663
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.200 89.253 82.050 90.146 87.443
	Acc: 0.949 OSCR : 75.806 AUROC_max_val (%): 89.253 AUROC_real (%): 78.685

Epoch 475/600
157/157 - 4s - loss: 0.6631 - accuracy: 0.9289 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5217966437339783
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.600 91.107 84.000 91.911 90.296
	Acc: 0.952 OSCR : 81.194 AUROC_max_val (%): 91.107 AUROC_real (%): 83.833

Epoch 476/600
157/157 - 4s - loss: 0.6559 - accuracy: 0.9301 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6134734749794006
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 87.356 79.800 87.980 86.184
	Acc: 0.939 OSCR : 78.967 AUROC_max_val (%): 87.356 AUROC_real (%): 81.757

Epoch 477/600
157/157 - 4s - loss: 0.6625 - accuracy: 0.9295 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5571495890617371
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.000 91.487 84.800 92.553 90.189
	Acc: 0.946 OSCR : 79.738 AUROC_max_val (%): 91.487 AUROC_real (%): 82.393

Epoch 478/600
157/157 - 4s - loss: 0.6533 - accuracy: 0.9305 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5456879138946533
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    53.100 89.681 82.300 90.337 88.520
	Acc: 0.955 OSCR : 75.768 AUROC_max_val (%): 89.681 AUROC_real (%): 77.933

Epoch 479/600
157/157 - 4s - loss: 0.6628 - accuracy: 0.9294 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5062902569770813
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.100 90.547 83.750 91.182 89.495
	Acc: 0.952 OSCR : 77.626 AUROC_max_val (%): 90.547 AUROC_real (%): 79.852

Epoch 480/600
157/157 - 4s - loss: 0.6622 - accuracy: 0.9290 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6765168905258179
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.900 89.459 81.950 90.534 88.308
	Acc: 0.939 OSCR : 74.306 AUROC_max_val (%): 89.459 AUROC_real (%): 77.285

Epoch 481/600
157/157 - 4s - loss: 0.6428 - accuracy: 0.9315 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5704360604286194
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 88.830 81.150 90.044 87.076
	Acc: 0.942 OSCR : 77.985 AUROC_max_val (%): 88.830 AUROC_real (%): 80.379

Epoch 482/600
157/157 - 4s - loss: 0.6425 - accuracy: 0.9308 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6010847687721252
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    56.800 91.041 83.200 91.537 90.323
	Acc: 0.940 OSCR : 81.514 AUROC_max_val (%): 91.041 AUROC_real (%): 84.779

Epoch 483/600
157/157 - 4s - loss: 0.6264 - accuracy: 0.9348 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5980938673019409
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.000 89.669 81.900 90.058 88.683
	Acc: 0.950 OSCR : 73.117 AUROC_max_val (%): 89.669 AUROC_real (%): 75.496

Epoch 484/600
157/157 - 4s - loss: 0.6587 - accuracy: 0.9305 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6205459237098694
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.700 89.165 82.050 90.413 87.150
	Acc: 0.948 OSCR : 75.839 AUROC_max_val (%): 89.165 AUROC_real (%): 78.259

Epoch 485/600
157/157 - 4s - loss: 0.6350 - accuracy: 0.9324 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5358092784881592
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.200 89.442 82.200 90.219 88.198
	Acc: 0.953 OSCR : 77.636 AUROC_max_val (%): 89.442 AUROC_real (%): 80.099

Epoch 486/600
157/157 - 4s - loss: 0.6460 - accuracy: 0.9315 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5928531885147095
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.100 87.396 79.750 87.919 85.808
	Acc: 0.946 OSCR : 75.498 AUROC_max_val (%): 87.396 AUROC_real (%): 77.878

Epoch 487/600
157/157 - 4s - loss: 0.6408 - accuracy: 0.9333 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5674805641174316
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.400 88.257 80.500 89.025 86.850
	Acc: 0.947 OSCR : 74.592 AUROC_max_val (%): 88.257 AUROC_real (%): 76.903

Epoch 488/600
157/157 - 4s - loss: 0.6361 - accuracy: 0.9317 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6313758492469788
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.000 86.787 79.000 86.958 85.246
	Acc: 0.944 OSCR : 78.027 AUROC_max_val (%): 86.787 AUROC_real (%): 80.796

Epoch 489/600
157/157 - 4s - loss: 0.6507 - accuracy: 0.9300 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6047800183296204
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.300 91.042 83.500 92.039 89.820
	Acc: 0.952 OSCR : 77.615 AUROC_max_val (%): 91.042 AUROC_real (%): 80.370

Epoch 490/600
157/157 - 4s - loss: 0.6231 - accuracy: 0.9345 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5817131996154785
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.200 88.018 81.250 87.942 87.064
	Acc: 0.949 OSCR : 78.494 AUROC_max_val (%): 88.018 AUROC_real (%): 81.107

Epoch 491/600
157/157 - 4s - loss: 0.6194 - accuracy: 0.9345 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5794579386711121
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 88.601 82.350 88.624 87.167
	Acc: 0.943 OSCR : 78.365 AUROC_max_val (%): 88.601 AUROC_real (%): 80.921

Epoch 492/600
157/157 - 4s - loss: 0.6199 - accuracy: 0.9340 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5632158517837524
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    53.900 90.314 82.700 90.511 89.724
	Acc: 0.950 OSCR : 77.943 AUROC_max_val (%): 90.314 AUROC_real (%): 80.696

Epoch 493/600
157/157 - 4s - loss: 0.6187 - accuracy: 0.9339 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6154910922050476
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.200 88.360 81.550 88.672 87.000
	Acc: 0.946 OSCR : 74.816 AUROC_max_val (%): 88.360 AUROC_real (%): 77.390

Epoch 494/600
157/157 - 4s - loss: 0.6156 - accuracy: 0.9345 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5587540864944458
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.200 89.450 82.550 90.032 87.884
	Acc: 0.953 OSCR : 76.772 AUROC_max_val (%): 89.450 AUROC_real (%): 78.812

Epoch 495/600
157/157 - 4s - loss: 0.6224 - accuracy: 0.9355 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6905574798583984
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.700 88.626 81.800 89.648 86.989
	Acc: 0.943 OSCR : 74.419 AUROC_max_val (%): 88.626 AUROC_real (%): 77.231

Epoch 496/600
157/157 - 4s - loss: 0.6100 - accuracy: 0.9360 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5674602389335632
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.100 89.838 82.450 90.861 88.563
	Acc: 0.944 OSCR : 76.661 AUROC_max_val (%): 89.838 AUROC_real (%): 79.171

Epoch 497/600
157/157 - 4s - loss: 0.6062 - accuracy: 0.9352 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5205903649330139
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.200 88.663 81.850 88.853 87.827
	Acc: 0.958 OSCR : 79.127 AUROC_max_val (%): 88.663 AUROC_real (%): 81.449

Epoch 498/600
157/157 - 4s - loss: 0.5930 - accuracy: 0.9377 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5455107092857361
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.400 89.344 82.100 89.943 88.395
	Acc: 0.949 OSCR : 79.396 AUROC_max_val (%): 89.344 AUROC_real (%): 82.068

Epoch 499/600
157/157 - 4s - loss: 0.5793 - accuracy: 0.9384 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6532626748085022
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 88.753 82.450 89.766 86.914
	Acc: 0.947 OSCR : 77.326 AUROC_max_val (%): 88.753 AUROC_real (%): 80.234

Epoch 500/600
157/157 - 4s - loss: 0.6015 - accuracy: 0.9364 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5202814340591431
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.800 90.800 84.200 91.553 89.958
	Acc: 0.950 OSCR : 78.838 AUROC_max_val (%): 90.800 AUROC_real (%): 81.141

Epoch 501/600
157/157 - 4s - loss: 0.5964 - accuracy: 0.9371 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4968258738517761
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.400 88.603 81.800 89.189 87.694
	Acc: 0.951 OSCR : 78.966 AUROC_max_val (%): 88.603 AUROC_real (%): 81.290

Epoch 502/600
157/157 - 4s - loss: 0.5947 - accuracy: 0.9377 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6996321082115173
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 83.115 76.500 82.114 81.882
	Acc: 0.936 OSCR : 71.427 AUROC_max_val (%): 83.115 AUROC_real (%): 73.952

Epoch 503/600
157/157 - 4s - loss: 0.6052 - accuracy: 0.9358 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5904284715652466
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 87.253 80.450 87.272 85.872
	Acc: 0.948 OSCR : 73.288 AUROC_max_val (%): 87.253 AUROC_real (%): 75.479

Epoch 504/600
157/157 - 4s - loss: 0.6108 - accuracy: 0.9348 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6854948997497559
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 85.540 78.400 85.435 84.123
	Acc: 0.950 OSCR : 71.163 AUROC_max_val (%): 85.540 AUROC_real (%): 73.449

Epoch 505/600
157/157 - 4s - loss: 0.5922 - accuracy: 0.9379 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.48881280422210693
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    52.100 90.353 83.200 91.075 89.207
	Acc: 0.955 OSCR : 81.511 AUROC_max_val (%): 90.353 AUROC_real (%): 84.037

Epoch 506/600
157/157 - 4s - loss: 0.5838 - accuracy: 0.9381 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5250340104103088
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.800 91.350 84.600 92.334 90.000
	Acc: 0.949 OSCR : 79.401 AUROC_max_val (%): 91.350 AUROC_real (%): 81.831

Epoch 507/600
157/157 - 4s - loss: 0.5658 - accuracy: 0.9407 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5059832334518433
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.300 91.832 85.050 92.975 90.285
	Acc: 0.953 OSCR : 79.593 AUROC_max_val (%): 91.832 AUROC_real (%): 82.046

Epoch 508/600
157/157 - 4s - loss: 0.5960 - accuracy: 0.9374 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5252227783203125
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.200 90.571 83.500 90.797 89.608
	Acc: 0.951 OSCR : 81.885 AUROC_max_val (%): 90.571 AUROC_real (%): 84.607

Epoch 509/600
157/157 - 4s - loss: 0.5792 - accuracy: 0.9370 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5457329750061035
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.400 90.554 83.100 91.133 89.420
	Acc: 0.952 OSCR : 79.890 AUROC_max_val (%): 90.554 AUROC_real (%): 82.592

Epoch 510/600
157/157 - 4s - loss: 0.5697 - accuracy: 0.9394 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5897710919380188
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.400 88.281 81.450 88.183 87.465
	Acc: 0.950 OSCR : 75.956 AUROC_max_val (%): 88.281 AUROC_real (%): 78.576

Epoch 511/600
157/157 - 4s - loss: 0.5573 - accuracy: 0.9408 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5536263585090637
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.300 89.055 82.550 89.430 88.159
	Acc: 0.950 OSCR : 76.960 AUROC_max_val (%): 89.055 AUROC_real (%): 79.539

Epoch 512/600
157/157 - 4s - loss: 0.5717 - accuracy: 0.9401 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5662919878959656
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.200 86.622 79.450 86.518 85.606
	Acc: 0.944 OSCR : 76.886 AUROC_max_val (%): 86.622 AUROC_real (%): 79.360

Epoch 513/600
157/157 - 4s - loss: 0.5604 - accuracy: 0.9401 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6734743714332581
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 86.213 79.050 85.539 85.218
	Acc: 0.942 OSCR : 72.914 AUROC_max_val (%): 86.213 AUROC_real (%): 75.730

Epoch 514/600
157/157 - 4s - loss: 0.5764 - accuracy: 0.9376 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6395983695983887
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 87.746 80.600 89.073 85.553
	Acc: 0.938 OSCR : 74.187 AUROC_max_val (%): 87.746 AUROC_real (%): 76.988

Epoch 515/600
157/157 - 4s - loss: 0.5576 - accuracy: 0.9398 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.559238612651825
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.500 90.435 83.050 91.268 89.380
	Acc: 0.952 OSCR : 77.070 AUROC_max_val (%): 90.435 AUROC_real (%): 79.531

Epoch 516/600
157/157 - 4s - loss: 0.5375 - accuracy: 0.9423 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5318999886512756
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    50.800 91.859 85.400 92.744 90.596
	Acc: 0.955 OSCR : 76.947 AUROC_max_val (%): 91.859 AUROC_real (%): 79.485

Epoch 517/600
157/157 - 4s - loss: 0.5442 - accuracy: 0.9410 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5206418037414551
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.800 90.921 84.200 91.647 89.976
	Acc: 0.955 OSCR : 78.470 AUROC_max_val (%): 90.921 AUROC_real (%): 80.836

Epoch 518/600
157/157 - 4s - loss: 0.5616 - accuracy: 0.9390 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5129044055938721
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    52.700 90.877 84.600 91.217 89.363
	Acc: 0.951 OSCR : 82.923 AUROC_max_val (%): 90.877 AUROC_real (%): 85.550

Epoch 519/600
157/157 - 4s - loss: 0.5602 - accuracy: 0.9411 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5031858086585999
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.700 89.332 82.400 89.984 88.121
	Acc: 0.953 OSCR : 80.281 AUROC_max_val (%): 89.332 AUROC_real (%): 82.588

Epoch 520/600
157/157 - 4s - loss: 0.5643 - accuracy: 0.9398 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.51371169090271
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 87.599 81.000 87.931 86.281
	Acc: 0.947 OSCR : 81.700 AUROC_max_val (%): 87.599 AUROC_real (%): 84.112

Epoch 521/600
157/157 - 4s - loss: 0.5566 - accuracy: 0.9408 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5175186991691589
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.000 87.757 80.650 88.731 85.598
	Acc: 0.954 OSCR : 78.126 AUROC_max_val (%): 87.757 AUROC_real (%): 80.445

Epoch 522/600
157/157 - 4s - loss: 0.5425 - accuracy: 0.9430 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.47166991233825684
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.500 89.058 82.000 89.782 87.973
	Acc: 0.955 OSCR : 78.802 AUROC_max_val (%): 89.058 AUROC_real (%): 81.004

Epoch 523/600
157/157 - 4s - loss: 0.5657 - accuracy: 0.9396 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.6098546385765076
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.800 90.086 83.000 90.769 89.206
	Acc: 0.941 OSCR : 78.440 AUROC_max_val (%): 90.086 AUROC_real (%): 81.456

Epoch 524/600
157/157 - 4s - loss: 0.5540 - accuracy: 0.9411 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5509092807769775
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    52.200 91.168 84.550 92.027 89.512
	Acc: 0.949 OSCR : 80.635 AUROC_max_val (%): 91.168 AUROC_real (%): 83.237

Epoch 525/600
157/157 - 4s - loss: 0.5397 - accuracy: 0.9439 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5517926216125488
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    52.500 91.564 84.450 92.661 89.987
	Acc: 0.952 OSCR : 75.267 AUROC_max_val (%): 91.564 AUROC_real (%): 77.594

Epoch 526/600
157/157 - 4s - loss: 0.5438 - accuracy: 0.9439 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5304416418075562
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    55.200 91.662 83.300 92.524 90.480
	Acc: 0.952 OSCR : 80.487 AUROC_max_val (%): 91.662 AUROC_real (%): 83.121

Epoch 527/600
157/157 - 4s - loss: 0.5455 - accuracy: 0.9424 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5647352933883667
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.600 89.254 81.550 89.668 87.891
	Acc: 0.949 OSCR : 74.428 AUROC_max_val (%): 89.254 AUROC_real (%): 76.760

Epoch 528/600
157/157 - 4s - loss: 0.5447 - accuracy: 0.9426 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5434809327125549
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.200 89.864 83.300 90.218 88.462
	Acc: 0.950 OSCR : 80.361 AUROC_max_val (%): 89.864 AUROC_real (%): 82.919

Epoch 529/600
157/157 - 4s - loss: 0.5427 - accuracy: 0.9438 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5453779697418213
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    50.300 90.579 83.750 90.863 89.710
	Acc: 0.946 OSCR : 80.907 AUROC_max_val (%): 90.579 AUROC_real (%): 83.610

Epoch 530/600
157/157 - 4s - loss: 0.5299 - accuracy: 0.9439 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5064740777015686
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.000 90.357 83.900 90.865 89.007
	Acc: 0.952 OSCR : 81.317 AUROC_max_val (%): 90.357 AUROC_real (%): 83.745

Epoch 531/600
157/157 - 4s - loss: 0.5206 - accuracy: 0.9452 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5614620447158813
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.400 89.668 83.050 90.569 87.838
	Acc: 0.952 OSCR : 77.027 AUROC_max_val (%): 89.668 AUROC_real (%): 79.515

Epoch 532/600
157/157 - 4s - loss: 0.5158 - accuracy: 0.9447 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5196513533592224
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.400 88.763 81.850 89.308 87.410
	Acc: 0.952 OSCR : 77.580 AUROC_max_val (%): 88.763 AUROC_real (%): 79.938

Epoch 533/600
157/157 - 4s - loss: 0.5250 - accuracy: 0.9447 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5540049076080322
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 88.160 81.100 89.240 86.570
	Acc: 0.948 OSCR : 76.696 AUROC_max_val (%): 88.160 AUROC_real (%): 79.141

Epoch 534/600
157/157 - 4s - loss: 0.5167 - accuracy: 0.9459 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5488772988319397
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.700 88.882 82.050 89.285 87.585
	Acc: 0.950 OSCR : 79.127 AUROC_max_val (%): 88.882 AUROC_real (%): 81.627

Epoch 535/600
157/157 - 4s - loss: 0.5348 - accuracy: 0.9431 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.48944923281669617
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    55.500 91.133 84.450 91.590 90.480
	Acc: 0.952 OSCR : 81.550 AUROC_max_val (%): 91.133 AUROC_real (%): 83.962

Epoch 536/600
157/157 - 4s - loss: 0.5287 - accuracy: 0.9438 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.45679402351379395
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.000 90.531 83.850 91.046 89.225
	Acc: 0.956 OSCR : 83.596 AUROC_max_val (%): 90.531 AUROC_real (%): 85.760

Epoch 537/600
157/157 - 4s - loss: 0.5128 - accuracy: 0.9471 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5226604342460632
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.300 87.378 80.600 87.810 85.681
	Acc: 0.954 OSCR : 76.361 AUROC_max_val (%): 87.378 AUROC_real (%): 78.543

Epoch 538/600
157/157 - 4s - loss: 0.5144 - accuracy: 0.9452 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5128324627876282
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.100 88.899 81.700 89.804 87.147
	Acc: 0.956 OSCR : 76.405 AUROC_max_val (%): 88.899 AUROC_real (%): 78.650

Epoch 539/600
157/157 - 4s - loss: 0.5231 - accuracy: 0.9441 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5177608728408813
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 88.804 82.250 89.512 87.318
	Acc: 0.951 OSCR : 76.440 AUROC_max_val (%): 88.804 AUROC_real (%): 78.548

Epoch 540/600
157/157 - 4s - loss: 0.5210 - accuracy: 0.9435 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.45604413747787476
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.300 89.565 82.000 90.263 88.214
	Acc: 0.962 OSCR : 78.880 AUROC_max_val (%): 89.565 AUROC_real (%): 80.942

Epoch 541/600
157/157 - 4s - loss: 0.5159 - accuracy: 0.9449 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4979889988899231
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.300 89.338 82.700 90.251 87.497
	Acc: 0.955 OSCR : 78.771 AUROC_max_val (%): 89.338 AUROC_real (%): 80.885

Epoch 542/600
157/157 - 4s - loss: 0.4879 - accuracy: 0.9474 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5105988383293152
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 87.499 80.450 87.704 85.925
	Acc: 0.955 OSCR : 77.607 AUROC_max_val (%): 87.499 AUROC_real (%): 79.838

Epoch 543/600
157/157 - 4s - loss: 0.5100 - accuracy: 0.9466 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5052410364151001
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.400 89.995 83.150 90.501 88.965
	Acc: 0.951 OSCR : 79.841 AUROC_max_val (%): 89.995 AUROC_real (%): 82.328

Epoch 544/600
157/157 - 4s - loss: 0.4976 - accuracy: 0.9463 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4789344370365143
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 88.507 81.400 89.083 87.294
	Acc: 0.956 OSCR : 78.832 AUROC_max_val (%): 88.507 AUROC_real (%): 80.996

Epoch 545/600
157/157 - 4s - loss: 0.4913 - accuracy: 0.9470 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4686228334903717
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.800 88.367 81.050 88.861 87.348
	Acc: 0.956 OSCR : 77.461 AUROC_max_val (%): 88.367 AUROC_real (%): 79.569

Epoch 546/600
157/157 - 4s - loss: 0.4950 - accuracy: 0.9472 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.48225146532058716
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.200 87.893 80.800 88.040 86.924
	Acc: 0.956 OSCR : 78.002 AUROC_max_val (%): 87.893 AUROC_real (%): 80.178

Epoch 547/600
157/157 - 4s - loss: 0.4950 - accuracy: 0.9470 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.46007561683654785
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.400 89.681 82.700 89.824 89.120
	Acc: 0.956 OSCR : 78.511 AUROC_max_val (%): 89.681 AUROC_real (%): 80.682

Epoch 548/600
157/157 - 4s - loss: 0.4934 - accuracy: 0.9477 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.510947585105896
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.600 89.493 82.500 89.843 88.367
	Acc: 0.954 OSCR : 78.088 AUROC_max_val (%): 89.493 AUROC_real (%): 80.420

Epoch 549/600
157/157 - 4s - loss: 0.5073 - accuracy: 0.9450 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5498050451278687
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.700 87.735 80.550 88.189 86.361
	Acc: 0.943 OSCR : 78.370 AUROC_max_val (%): 87.735 AUROC_real (%): 81.047

Epoch 550/600
157/157 - 4s - loss: 0.4934 - accuracy: 0.9473 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4747927188873291
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.900 90.045 82.900 90.680 89.089
	Acc: 0.954 OSCR : 77.983 AUROC_max_val (%): 90.045 AUROC_real (%): 80.304

Epoch 551/600
157/157 - 4s - loss: 0.4772 - accuracy: 0.9504 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4793057441711426
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.500 88.084 81.250 88.109 87.052
	Acc: 0.956 OSCR : 77.231 AUROC_max_val (%): 88.084 AUROC_real (%): 79.354

Epoch 552/600
157/157 - 4s - loss: 0.4828 - accuracy: 0.9484 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5239138007164001
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.000 89.829 82.850 90.116 89.182
	Acc: 0.950 OSCR : 78.277 AUROC_max_val (%): 89.829 AUROC_real (%): 80.699

Epoch 553/600
157/157 - 4s - loss: 0.4871 - accuracy: 0.9481 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.47783124446868896
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.700 88.309 81.000 88.340 87.574
	Acc: 0.953 OSCR : 78.755 AUROC_max_val (%): 88.309 AUROC_real (%): 81.012

Epoch 554/600
157/157 - 4s - loss: 0.4779 - accuracy: 0.9481 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4615614712238312
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.800 88.894 81.350 89.604 87.533
	Acc: 0.958 OSCR : 77.931 AUROC_max_val (%): 88.894 AUROC_real (%): 80.007

Epoch 555/600
157/157 - 4s - loss: 0.4779 - accuracy: 0.9488 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4832526743412018
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.500 90.099 83.550 90.703 88.824
	Acc: 0.952 OSCR : 78.666 AUROC_max_val (%): 90.099 AUROC_real (%): 80.915

Epoch 556/600
157/157 - 4s - loss: 0.4814 - accuracy: 0.9495 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.48653119802474976
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.700 89.187 82.500 89.472 87.969
	Acc: 0.956 OSCR : 77.545 AUROC_max_val (%): 89.187 AUROC_real (%): 79.811

Epoch 557/600
157/157 - 4s - loss: 0.4791 - accuracy: 0.9493 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.49334847927093506
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.400 89.906 83.450 90.294 88.757
	Acc: 0.956 OSCR : 78.703 AUROC_max_val (%): 89.906 AUROC_real (%): 81.002

Epoch 558/600
157/157 - 4s - loss: 0.4591 - accuracy: 0.9517 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4954224228858948
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 87.396 80.400 87.187 86.670
	Acc: 0.954 OSCR : 75.812 AUROC_max_val (%): 87.396 AUROC_real (%): 78.087

Epoch 559/600
157/157 - 4s - loss: 0.4825 - accuracy: 0.9497 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4834642708301544
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    52.700 89.634 82.400 89.700 88.998
	Acc: 0.954 OSCR : 77.646 AUROC_max_val (%): 89.634 AUROC_real (%): 80.047

Epoch 560/600
157/157 - 4s - loss: 0.4692 - accuracy: 0.9505 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4706599712371826
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.300 89.341 82.450 89.543 88.572
	Acc: 0.955 OSCR : 78.139 AUROC_max_val (%): 89.341 AUROC_real (%): 80.393

Epoch 561/600
157/157 - 4s - loss: 0.4761 - accuracy: 0.9481 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4612409174442291
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 86.673 79.900 85.892 85.910
	Acc: 0.954 OSCR : 77.456 AUROC_max_val (%): 86.673 AUROC_real (%): 79.507

Epoch 562/600
157/157 - 4s - loss: 0.4921 - accuracy: 0.9482 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4757000207901001
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.300 89.172 82.650 89.091 88.292
	Acc: 0.962 OSCR : 79.638 AUROC_max_val (%): 89.172 AUROC_real (%): 81.711

Epoch 563/600
157/157 - 4s - loss: 0.4688 - accuracy: 0.9492 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.456783264875412
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.300 88.714 81.650 88.815 87.755
	Acc: 0.960 OSCR : 78.745 AUROC_max_val (%): 88.714 AUROC_real (%): 80.760

Epoch 564/600
157/157 - 4s - loss: 0.4759 - accuracy: 0.9485 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4500748813152313
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.300 90.368 83.500 90.871 89.422
	Acc: 0.959 OSCR : 77.768 AUROC_max_val (%): 90.368 AUROC_real (%): 79.854

Epoch 565/600
157/157 - 4s - loss: 0.4571 - accuracy: 0.9516 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.49000534415245056
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.700 88.959 81.750 89.346 87.820
	Acc: 0.959 OSCR : 75.483 AUROC_max_val (%): 88.959 AUROC_real (%): 77.579

Epoch 566/600
157/157 - 4s - loss: 0.4666 - accuracy: 0.9507 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4918515086174011
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.300 86.935 79.700 86.714 86.206
	Acc: 0.953 OSCR : 77.254 AUROC_max_val (%): 86.935 AUROC_real (%): 79.378

Epoch 567/600
157/157 - 4s - loss: 0.4653 - accuracy: 0.9498 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.491822749376297
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.100 89.400 82.400 89.419 88.605
	Acc: 0.959 OSCR : 78.345 AUROC_max_val (%): 89.400 AUROC_real (%): 80.581

Epoch 568/600
157/157 - 4s - loss: 0.4654 - accuracy: 0.9512 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.46023058891296387
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.200 90.179 82.850 90.403 89.597
	Acc: 0.959 OSCR : 77.310 AUROC_max_val (%): 90.179 AUROC_real (%): 79.467

Epoch 569/600
157/157 - 4s - loss: 0.4615 - accuracy: 0.9518 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5087518692016602
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.600 88.377 81.100 88.003 87.787
	Acc: 0.954 OSCR : 75.736 AUROC_max_val (%): 88.377 AUROC_real (%): 78.016

Epoch 570/600
157/157 - 4s - loss: 0.4627 - accuracy: 0.9505 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4949684143066406
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.700 87.903 80.650 87.561 87.176
	Acc: 0.956 OSCR : 77.130 AUROC_max_val (%): 87.903 AUROC_real (%): 79.279

Epoch 571/600
157/157 - 4s - loss: 0.4648 - accuracy: 0.9493 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4722469449043274
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 87.431 80.100 87.370 86.450
	Acc: 0.957 OSCR : 75.375 AUROC_max_val (%): 87.431 AUROC_real (%): 77.413

Epoch 572/600
157/157 - 4s - loss: 0.4778 - accuracy: 0.9481 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.47245848178863525
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 87.445 80.600 87.444 86.336
	Acc: 0.961 OSCR : 75.962 AUROC_max_val (%): 87.445 AUROC_real (%): 77.934

Epoch 573/600
157/157 - 4s - loss: 0.4651 - accuracy: 0.9518 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4658687114715576
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.600 89.499 82.650 89.761 88.543
	Acc: 0.961 OSCR : 77.653 AUROC_max_val (%): 89.499 AUROC_real (%): 79.779

Epoch 574/600
157/157 - 4s - loss: 0.4648 - accuracy: 0.9495 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.48492324352264404
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 87.504 80.400 87.358 86.536
	Acc: 0.954 OSCR : 76.542 AUROC_max_val (%): 87.504 AUROC_real (%): 78.609

Epoch 575/600
157/157 - 4s - loss: 0.4641 - accuracy: 0.9495 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4512293338775635
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 87.772 80.550 87.652 86.990
	Acc: 0.956 OSCR : 76.985 AUROC_max_val (%): 87.772 AUROC_real (%): 78.979

Epoch 576/600
157/157 - 4s - loss: 0.4695 - accuracy: 0.9498 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4650188684463501
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.400 88.129 81.150 88.201 87.026
	Acc: 0.959 OSCR : 76.380 AUROC_max_val (%): 88.129 AUROC_real (%): 78.361

Epoch 577/600
157/157 - 4s - loss: 0.4613 - accuracy: 0.9516 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.44848334789276123
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.000 88.821 82.450 89.138 87.705
	Acc: 0.958 OSCR : 76.873 AUROC_max_val (%): 88.821 AUROC_real (%): 78.799

Epoch 578/600
157/157 - 4s - loss: 0.4548 - accuracy: 0.9526 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.435423344373703
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.000 88.811 82.000 89.206 87.594
	Acc: 0.959 OSCR : 77.538 AUROC_max_val (%): 88.811 AUROC_real (%): 79.442

Epoch 579/600
157/157 - 4s - loss: 0.4526 - accuracy: 0.9514 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4418943524360657
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.700 88.759 81.700 88.910 87.876
	Acc: 0.959 OSCR : 77.177 AUROC_max_val (%): 88.759 AUROC_real (%): 79.085

Epoch 580/600
157/157 - 4s - loss: 0.4470 - accuracy: 0.9521 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4368607699871063
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.800 89.053 81.800 89.321 88.098
	Acc: 0.961 OSCR : 77.808 AUROC_max_val (%): 89.053 AUROC_real (%): 79.737

Epoch 581/600
157/157 - 4s - loss: 0.4692 - accuracy: 0.9484 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4447929561138153
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 87.887 80.800 87.708 87.095
	Acc: 0.958 OSCR : 77.018 AUROC_max_val (%): 87.887 AUROC_real (%): 78.958

Epoch 582/600
157/157 - 4s - loss: 0.4460 - accuracy: 0.9535 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4617658853530884
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.000 88.424 81.550 88.368 87.598
	Acc: 0.957 OSCR : 76.783 AUROC_max_val (%): 88.424 AUROC_real (%): 78.810

Epoch 583/600
157/157 - 4s - loss: 0.4585 - accuracy: 0.9507 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.462788850069046
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.000 87.516 80.800 87.031 86.969
	Acc: 0.958 OSCR : 76.750 AUROC_max_val (%): 87.516 AUROC_real (%): 78.785

Epoch 584/600
157/157 - 4s - loss: 0.4336 - accuracy: 0.9542 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.44497376680374146
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.000 88.444 81.500 88.316 87.717
	Acc: 0.960 OSCR : 77.353 AUROC_max_val (%): 88.444 AUROC_real (%): 79.331

Epoch 585/600
157/157 - 4s - loss: 0.4541 - accuracy: 0.9516 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.45424315333366394
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.600 88.128 81.150 87.889 87.400
	Acc: 0.959 OSCR : 76.748 AUROC_max_val (%): 88.128 AUROC_real (%): 78.766

Epoch 586/600
157/157 - 4s - loss: 0.4509 - accuracy: 0.9512 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.44944775104522705
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.900 88.122 81.000 87.963 87.342
	Acc: 0.959 OSCR : 76.792 AUROC_max_val (%): 88.122 AUROC_real (%): 78.772

Epoch 587/600
157/157 - 4s - loss: 0.4547 - accuracy: 0.9517 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4399842619895935
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 88.420 81.300 88.416 87.616
	Acc: 0.959 OSCR : 77.680 AUROC_max_val (%): 88.420 AUROC_real (%): 79.627

Epoch 588/600
157/157 - 4s - loss: 0.4474 - accuracy: 0.9526 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4375974237918854
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.400 88.683 81.550 88.676 87.987
	Acc: 0.960 OSCR : 77.725 AUROC_max_val (%): 88.683 AUROC_real (%): 79.673

Epoch 589/600
157/157 - 4s - loss: 0.4555 - accuracy: 0.9510 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4515383541584015
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.900 88.050 81.150 87.884 87.351
	Acc: 0.961 OSCR : 76.845 AUROC_max_val (%): 88.050 AUROC_real (%): 78.791

Epoch 590/600
157/157 - 4s - loss: 0.4559 - accuracy: 0.9528 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4476377069950104
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.000 88.303 81.300 88.207 87.585
	Acc: 0.961 OSCR : 77.410 AUROC_max_val (%): 88.303 AUROC_real (%): 79.365

Epoch 591/600
157/157 - 4s - loss: 0.4536 - accuracy: 0.9510 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.45552384853363037
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.700 88.332 81.400 88.187 87.638
	Acc: 0.960 OSCR : 77.244 AUROC_max_val (%): 88.332 AUROC_real (%): 79.245

Epoch 592/600
157/157 - 4s - loss: 0.4458 - accuracy: 0.9548 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.445874959230423
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.900 88.577 81.500 88.516 87.859
	Acc: 0.960 OSCR : 77.727 AUROC_max_val (%): 88.577 AUROC_real (%): 79.708

Epoch 593/600
157/157 - 4s - loss: 0.4425 - accuracy: 0.9526 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4422090947628021
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.200 88.781 81.650 88.751 88.060
	Acc: 0.960 OSCR : 78.334 AUROC_max_val (%): 88.781 AUROC_real (%): 80.335

Epoch 594/600
157/157 - 4s - loss: 0.4427 - accuracy: 0.9525 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.44716522097587585
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.000 88.814 81.700 88.755 88.128
	Acc: 0.960 OSCR : 78.014 AUROC_max_val (%): 88.814 AUROC_real (%): 80.024

Epoch 595/600
157/157 - 4s - loss: 0.4390 - accuracy: 0.9535 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4417107403278351
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.300 89.189 81.950 89.252 88.446
	Acc: 0.960 OSCR : 78.596 AUROC_max_val (%): 89.189 AUROC_real (%): 80.602

Epoch 596/600
157/157 - 4s - loss: 0.4478 - accuracy: 0.9526 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.43941065669059753
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.700 89.091 81.850 89.149 88.341
	Acc: 0.960 OSCR : 78.761 AUROC_max_val (%): 89.091 AUROC_real (%): 80.767

Epoch 597/600
157/157 - 4s - loss: 0.4594 - accuracy: 0.9500 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.44690415263175964
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.800 88.918 81.900 88.910 88.158
	Acc: 0.960 OSCR : 78.189 AUROC_max_val (%): 88.918 AUROC_real (%): 80.199

Epoch 598/600
157/157 - 4s - loss: 0.4429 - accuracy: 0.9526 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.44820693135261536
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.500 89.021 81.950 89.028 88.275
	Acc: 0.960 OSCR : 78.251 AUROC_max_val (%): 89.021 AUROC_real (%): 80.280

Epoch 599/600
157/157 - 4s - loss: 0.4419 - accuracy: 0.9520 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.4432825744152069
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.600 89.046 81.900 89.070 88.299
	Acc: 0.960 OSCR : 78.578 AUROC_max_val (%): 89.046 AUROC_real (%): 80.599

Epoch 600/600
157/157 - 4s - loss: 0.4362 - accuracy: 0.9542 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.44563525915145874
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.000 89.001 81.900 89.013 88.253
	Acc: 0.960 OSCR : 78.143 AUROC_max_val (%): 89.001 AUROC_real (%): 80.144

--- Execution time : 0:38:28.690291 ---
Closed set loss: 0.44563526
Closed set metrics:
accuracy: 0.9599999785423279 

      1/Unknown - 0s 133ms/step
8/8 [==============================] - 3s 354ms/step

      1/Unknown - 0s 7ms/step
8/8 [==============================] - 0s 5ms/step
W0905 08:43:42.455695 22961045792448 legend.py:1323] No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
I0905 08:43:42.456541 22961045792448 utils.py:108] Saving model in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-4/nb_f-5/anchor_mul-10/max_d-12.649/model.save
WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
W0905 08:43:42.456704 22961045792448 saving_utils.py:359] Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
W0905 08:43:44.129596 22961045792448 save.py:274] Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 10). These functions will not be directly callable after loading.
INFO:tensorflow:Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar+10//split-4/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 08:43:44.639244 22961045792448 builder_impl.py:797] Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar+10//split-4/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 08:43:44.700473 22961045792448 utils.py:112] Saving history in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-4/nb_f-5/anchor_mul-10/max_d-12.649/history.pkl
AUROC score: 0.8014399999999999
