I0905 09:16:04.228092 22618686199488 utils.py:90] Saving flags in results/benchmark_osr//standard_vgg32/dist/cifar+50//split-2/nb_f-5/anchor_mul-10/max_d-12.649/flags.txt
I0905 09:16:04.235892 22618686199488 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 09:16:04.242847 22618686199488 dataset_builder.py:528] Reusing dataset cifar10 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2)
I0905 09:16:05.814121 22618686199488 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 09:16:05.815299 22618686199488 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2
I0905 09:16:05.820760 22618686199488 dataset_builder.py:528] Reusing dataset cifar100 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2)
I0905 09:16:05.853818 22618686199488 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: 4000
ds_test_uk_size: 4000
Dataset: cifar+50
Known classes: [0, 1, 8, 9]
Unknown classes: [20, 83, 65, 97, 94, 2, 93, 16, 67, 29, 62, 33, 24, 98, 5, 86, 35, 54, 0, 91, 52, 66, 85, 84, 56, 11, 1, 76, 25, 55, 21, 99, 72, 41, 23, 75, 28, 68, 69, 46, 8, 9, 49, 40, 73, 60, 48, 95, 30, 71]
--- Data preprocessing time : 0:00:08.458456 ---
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 09:16:15.309976: 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 09:16:22.692766: 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 - 10s - loss: 8.8588 - accuracy: 0.2618 - 10s/epoch - 65ms/step
Test results :
	Loss (on known):8.759594917297363
	accuracy: 0.2772499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.000 57.688 56.137 55.903 56.396
	Acc: 0.277 OSCR : 15.682 AUROC_max_val (%): 57.688 AUROC_real (%): 52.650

Epoch  2/600
157/157 - 3s - loss: 5.5820 - accuracy: 0.4261 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):5.28225040435791
	accuracy: 0.5149999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     4.550 49.172 50.500 48.580 49.838
	Acc: 0.515 OSCR : 28.121 AUROC_max_val (%): 49.172 AUROC_real (%): 49.270

Epoch  3/600
157/157 - 3s - loss: 4.5326 - accuracy: 0.5353 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):3.917423725128174
	accuracy: 0.6430000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.200 62.695 59.637 62.134 60.122
	Acc: 0.643 OSCR : 41.265 AUROC_max_val (%): 62.695 AUROC_real (%): 57.611

Epoch  4/600
157/157 - 3s - loss: 4.0679 - accuracy: 0.5778 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):3.4364700317382812
	accuracy: 0.7042499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.900 70.872 66.312 71.543 67.526
	Acc: 0.704 OSCR : 45.008 AUROC_max_val (%): 70.872 AUROC_real (%): 58.054

Epoch  5/600
157/157 - 3s - loss: 3.7223 - accuracy: 0.6196 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):3.942373275756836
	accuracy: 0.684499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.625 66.275 62.450 68.998 61.947
	Acc: 0.684 OSCR : 39.979 AUROC_max_val (%): 66.275 AUROC_real (%): 52.438

Epoch  6/600
157/157 - 3s - loss: 3.4116 - accuracy: 0.6556 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):9.040033340454102
	accuracy: 0.5432500243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.125 64.513 60.488 63.226 64.346
	Acc: 0.543 OSCR : 17.429 AUROC_max_val (%): 64.513 AUROC_real (%): 34.915

Epoch  7/600
157/157 - 3s - loss: 3.1537 - accuracy: 0.6798 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):4.937067985534668
	accuracy: 0.6622499823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.400 74.567 68.262 76.741 71.324
	Acc: 0.662 OSCR : 37.714 AUROC_max_val (%): 74.567 AUROC_real (%): 53.793

Epoch  8/600
157/157 - 3s - loss: 2.9903 - accuracy: 0.6978 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):2.1831095218658447
	accuracy: 0.815500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.650 74.640 69.112 77.640 69.708
	Acc: 0.816 OSCR : 57.282 AUROC_max_val (%): 74.640 AUROC_real (%): 65.169

Epoch  9/600
157/157 - 3s - loss: 2.8057 - accuracy: 0.7128 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):3.6878371238708496
	accuracy: 0.7207499742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.825 70.361 64.850 71.491 67.987
	Acc: 0.721 OSCR : 42.598 AUROC_max_val (%): 70.361 AUROC_real (%): 54.807

Epoch 10/600
157/157 - 3s - loss: 2.6992 - accuracy: 0.7237 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.298462152481079
	accuracy: 0.8027499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.550 74.302 68.650 74.519 70.712
	Acc: 0.803 OSCR : 54.788 AUROC_max_val (%): 74.302 AUROC_real (%): 63.061

Epoch 11/600
157/157 - 3s - loss: 2.5985 - accuracy: 0.7309 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):2.7169954776763916
	accuracy: 0.8042500019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.300 75.455 69.663 78.335 70.541
	Acc: 0.804 OSCR : 52.560 AUROC_max_val (%): 75.455 AUROC_real (%): 60.792

Epoch 12/600
157/157 - 3s - loss: 2.4611 - accuracy: 0.7477 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.5821017026901245
	accuracy: 0.8479999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.425 75.007 68.700 76.041 71.727
	Acc: 0.848 OSCR : 63.515 AUROC_max_val (%): 75.007 AUROC_real (%): 70.005

Epoch 13/600
157/157 - 3s - loss: 2.3648 - accuracy: 0.7567 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.194701910018921
	accuracy: 0.8187500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.550 75.805 69.538 77.907 71.768
	Acc: 0.819 OSCR : 54.527 AUROC_max_val (%): 75.805 AUROC_real (%): 62.102

Epoch 14/600
157/157 - 3s - loss: 2.2624 - accuracy: 0.7675 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.895006537437439
	accuracy: 0.8429999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 79.775 72.363 81.048 77.238
	Acc: 0.843 OSCR : 58.842 AUROC_max_val (%): 79.775 AUROC_real (%): 65.805

Epoch 15/600
157/157 - 3s - loss: 2.2499 - accuracy: 0.7697 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):2.0938074588775635
	accuracy: 0.8317499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.525 79.717 73.025 82.466 75.011
	Acc: 0.832 OSCR : 61.172 AUROC_max_val (%): 79.717 AUROC_real (%): 69.501

Epoch 16/600
157/157 - 3s - loss: 2.1659 - accuracy: 0.7793 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.482139229774475
	accuracy: 0.8652499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.750 81.231 74.550 81.909 78.060
	Acc: 0.865 OSCR : 67.068 AUROC_max_val (%): 81.231 AUROC_real (%): 73.205

Epoch 17/600
157/157 - 3s - loss: 2.1452 - accuracy: 0.7793 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.4491287469863892
	accuracy: 0.8700000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.750 78.793 72.138 80.577 75.295
	Acc: 0.870 OSCR : 63.591 AUROC_max_val (%): 78.793 AUROC_real (%): 69.181

Epoch 18/600
157/157 - 3s - loss: 2.0722 - accuracy: 0.7884 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.7632874250411987
	accuracy: 0.859749972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.350 83.157 75.875 84.382 80.035
	Acc: 0.860 OSCR : 62.535 AUROC_max_val (%): 83.157 AUROC_real (%): 69.048

Epoch 19/600
157/157 - 3s - loss: 2.0325 - accuracy: 0.7921 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.1833693981170654
	accuracy: 0.8295000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.750 73.264 68.575 75.298 68.475
	Acc: 0.830 OSCR : 55.869 AUROC_max_val (%): 73.264 AUROC_real (%): 63.064

Epoch 20/600
157/157 - 3s - loss: 1.9740 - accuracy: 0.7967 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.6138942241668701
	accuracy: 0.8797500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.200 81.012 73.988 82.607 77.009
	Acc: 0.880 OSCR : 62.755 AUROC_max_val (%): 81.012 AUROC_real (%): 68.062

Epoch 21/600
157/157 - 3s - loss: 1.9574 - accuracy: 0.7977 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.4976469278335571
	accuracy: 0.8700000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.475 76.247 71.175 78.030 71.165
	Acc: 0.870 OSCR : 64.283 AUROC_max_val (%): 76.247 AUROC_real (%): 69.620

Epoch 22/600
157/157 - 3s - loss: 1.9717 - accuracy: 0.7980 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.4337904453277588
	accuracy: 0.8889999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 81.300 74.513 82.428 77.731
	Acc: 0.889 OSCR : 64.039 AUROC_max_val (%): 81.300 AUROC_real (%): 68.699

Epoch 23/600
157/157 - 3s - loss: 1.9507 - accuracy: 0.7962 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.87043833732605
	accuracy: 0.8242499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.650 74.420 69.025 77.306 69.957
	Acc: 0.824 OSCR : 47.084 AUROC_max_val (%): 74.420 AUROC_real (%): 54.869

Epoch 24/600
157/157 - 3s - loss: 1.8769 - accuracy: 0.8073 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3043363094329834
	accuracy: 0.8722500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.900 77.505 71.187 78.736 73.744
	Acc: 0.872 OSCR : 68.082 AUROC_max_val (%): 77.505 AUROC_real (%): 73.469

Epoch 25/600
157/157 - 3s - loss: 1.8462 - accuracy: 0.8089 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.9811588525772095
	accuracy: 0.8567500114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.775 80.750 73.975 83.283 76.639
	Acc: 0.857 OSCR : 57.685 AUROC_max_val (%): 80.750 AUROC_real (%): 64.189

Epoch 26/600
157/157 - 3s - loss: 1.8423 - accuracy: 0.8104 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1959729194641113
	accuracy: 0.8840000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.550 81.840 75.150 82.243 79.100
	Acc: 0.884 OSCR : 68.561 AUROC_max_val (%): 81.840 AUROC_real (%): 73.649

Epoch 27/600
157/157 - 3s - loss: 1.7987 - accuracy: 0.8148 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.6461093425750732
	accuracy: 0.8832499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.250 80.126 73.763 81.536 75.984
	Acc: 0.883 OSCR : 58.375 AUROC_max_val (%): 80.126 AUROC_real (%): 63.326

Epoch 28/600
157/157 - 3s - loss: 1.8272 - accuracy: 0.8123 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.42450749874115
	accuracy: 0.8712499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.675 78.474 72.688 78.949 74.856
	Acc: 0.871 OSCR : 66.051 AUROC_max_val (%): 78.474 AUROC_real (%): 71.627

Epoch 29/600
157/157 - 3s - loss: 1.7615 - accuracy: 0.8189 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.5354082584381104
	accuracy: 0.8682500123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.825 77.366 71.513 77.973 74.210
	Acc: 0.868 OSCR : 62.725 AUROC_max_val (%): 77.366 AUROC_real (%): 68.149

Epoch 30/600
157/157 - 3s - loss: 1.7818 - accuracy: 0.8128 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.6415817737579346
	accuracy: 0.8650000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.225 81.574 74.950 83.512 77.948
	Acc: 0.865 OSCR : 62.821 AUROC_max_val (%): 81.574 AUROC_real (%): 69.115

Epoch 31/600
157/157 - 3s - loss: 1.7120 - accuracy: 0.8239 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1709643602371216
	accuracy: 0.8995000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.600 79.441 73.063 80.865 75.360
	Acc: 0.899 OSCR : 68.398 AUROC_max_val (%): 79.441 AUROC_real (%): 72.547

Epoch 32/600
157/157 - 3s - loss: 1.7131 - accuracy: 0.8219 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3679850101470947
	accuracy: 0.8882499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.950 80.469 73.800 81.636 76.975
	Acc: 0.888 OSCR : 65.485 AUROC_max_val (%): 80.469 AUROC_real (%): 70.457

Epoch 33/600
157/157 - 3s - loss: 1.6957 - accuracy: 0.8239 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.340090274810791
	accuracy: 0.8802499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.050 77.659 71.138 77.922 74.595
	Acc: 0.880 OSCR : 62.796 AUROC_max_val (%): 77.659 AUROC_real (%): 67.571

Epoch 34/600
157/157 - 3s - loss: 1.6746 - accuracy: 0.8263 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.5487641096115112
	accuracy: 0.8840000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.625 78.046 72.062 77.604 74.836
	Acc: 0.884 OSCR : 60.564 AUROC_max_val (%): 78.046 AUROC_real (%): 65.397

Epoch 35/600
157/157 - 3s - loss: 1.6948 - accuracy: 0.8254 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1427388191223145
	accuracy: 0.9012500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.225 83.843 76.500 84.857 80.806
	Acc: 0.901 OSCR : 69.376 AUROC_max_val (%): 83.843 AUROC_real (%): 73.977

Epoch 36/600
157/157 - 3s - loss: 1.6437 - accuracy: 0.8286 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.5052354335784912
	accuracy: 0.874750018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.650 76.123 70.562 75.145 73.450
	Acc: 0.875 OSCR : 61.565 AUROC_max_val (%): 76.123 AUROC_real (%): 66.490

Epoch 37/600
157/157 - 3s - loss: 1.6498 - accuracy: 0.8260 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.642000675201416
	accuracy: 0.8637499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.775 76.783 70.738 78.054 72.662
	Acc: 0.864 OSCR : 59.074 AUROC_max_val (%): 76.783 AUROC_real (%): 64.441

Epoch 38/600
157/157 - 3s - loss: 1.5858 - accuracy: 0.8344 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.224760890007019
	accuracy: 0.890749990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.925 79.675 73.838 81.327 75.208
	Acc: 0.891 OSCR : 66.685 AUROC_max_val (%): 79.675 AUROC_real (%): 71.048

Epoch 39/600
157/157 - 3s - loss: 1.5498 - accuracy: 0.8389 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.131267786026001
	accuracy: 0.9002500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.700 80.200 73.500 81.092 76.333
	Acc: 0.900 OSCR : 68.017 AUROC_max_val (%): 80.200 AUROC_real (%): 71.945

Epoch 40/600
157/157 - 3s - loss: 1.6049 - accuracy: 0.8301 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3845893144607544
	accuracy: 0.8852499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.750 80.957 74.150 82.147 77.772
	Acc: 0.885 OSCR : 67.710 AUROC_max_val (%): 80.957 AUROC_real (%): 73.148

Epoch 41/600
157/157 - 3s - loss: 1.5540 - accuracy: 0.8366 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0577528476715088
	accuracy: 0.9147499799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.425 84.091 77.400 85.793 80.564
	Acc: 0.915 OSCR : 67.790 AUROC_max_val (%): 84.091 AUROC_real (%): 71.463

Epoch 42/600
157/157 - 3s - loss: 1.5209 - accuracy: 0.8410 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1807540655136108
	accuracy: 0.8927500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.950 83.053 75.900 84.433 79.903
	Acc: 0.893 OSCR : 69.725 AUROC_max_val (%): 83.053 AUROC_real (%): 74.694

Epoch 43/600
157/157 - 3s - loss: 1.4933 - accuracy: 0.8442 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1817370653152466
	accuracy: 0.8932499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.450 84.962 77.200 86.458 82.352
	Acc: 0.893 OSCR : 69.732 AUROC_max_val (%): 84.962 AUROC_real (%): 74.841

Epoch 44/600
157/157 - 3s - loss: 1.5052 - accuracy: 0.8425 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.4104387760162354
	accuracy: 0.8924999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.050 81.908 74.988 84.439 77.279
	Acc: 0.892 OSCR : 64.330 AUROC_max_val (%): 81.908 AUROC_real (%): 69.056

Epoch 45/600
157/157 - 3s - loss: 1.4610 - accuracy: 0.8476 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2012066841125488
	accuracy: 0.8922500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.775 82.172 76.062 84.235 78.146
	Acc: 0.892 OSCR : 68.366 AUROC_max_val (%): 82.172 AUROC_real (%): 72.891

Epoch 46/600
157/157 - 3s - loss: 1.4888 - accuracy: 0.8445 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0571444034576416
	accuracy: 0.8977500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.450 83.155 76.712 84.558 79.275
	Acc: 0.898 OSCR : 74.398 AUROC_max_val (%): 83.155 AUROC_real (%): 79.121

Epoch 47/600
157/157 - 3s - loss: 1.4659 - accuracy: 0.8475 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2463794946670532
	accuracy: 0.8924999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.025 77.241 71.850 76.785 73.628
	Acc: 0.892 OSCR : 63.420 AUROC_max_val (%): 77.241 AUROC_real (%): 67.419

Epoch 48/600
157/157 - 3s - loss: 1.4377 - accuracy: 0.8486 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9345577359199524
	accuracy: 0.9089999794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.250 85.415 78.037 87.195 81.738
	Acc: 0.909 OSCR : 75.052 AUROC_max_val (%): 85.415 AUROC_real (%): 79.055

Epoch 49/600
157/157 - 3s - loss: 1.4426 - accuracy: 0.8521 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3838881254196167
	accuracy: 0.890999972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.875 84.249 77.188 86.408 80.960
	Acc: 0.891 OSCR : 63.546 AUROC_max_val (%): 84.249 AUROC_real (%): 68.788

Epoch 50/600
157/157 - 3s - loss: 1.4361 - accuracy: 0.8504 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0196497440338135
	accuracy: 0.9042500257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.200 79.233 72.713 79.538 76.510
	Acc: 0.904 OSCR : 69.760 AUROC_max_val (%): 79.233 AUROC_real (%): 73.659

Epoch 51/600
157/157 - 3s - loss: 1.4245 - accuracy: 0.8500 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2699190378189087
	accuracy: 0.8784999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.975 80.590 74.413 81.632 76.915
	Acc: 0.878 OSCR : 69.214 AUROC_max_val (%): 80.590 AUROC_real (%): 74.628

Epoch 52/600
157/157 - 3s - loss: 1.4146 - accuracy: 0.8535 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1783026456832886
	accuracy: 0.9004999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.525 77.610 71.863 75.852 75.674
	Acc: 0.900 OSCR : 70.604 AUROC_max_val (%): 77.610 AUROC_real (%): 75.227

Epoch 53/600
157/157 - 3s - loss: 1.3957 - accuracy: 0.8544 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0607094764709473
	accuracy: 0.9077500104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.950 79.691 73.563 79.823 76.567
	Acc: 0.908 OSCR : 65.533 AUROC_max_val (%): 79.691 AUROC_real (%): 69.012

Epoch 54/600
157/157 - 3s - loss: 1.3406 - accuracy: 0.8605 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.4003667831420898
	accuracy: 0.8982499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.575 82.425 75.425 84.098 79.298
	Acc: 0.898 OSCR : 62.285 AUROC_max_val (%): 82.425 AUROC_real (%): 66.604

Epoch 55/600
157/157 - 3s - loss: 1.3826 - accuracy: 0.8530 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2627047300338745
	accuracy: 0.8884999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.250 81.605 74.975 82.896 77.751
	Acc: 0.888 OSCR : 67.740 AUROC_max_val (%): 81.605 AUROC_real (%): 72.617

Epoch 56/600
157/157 - 3s - loss: 1.3569 - accuracy: 0.8583 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1314377784729004
	accuracy: 0.9047499895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.600 78.938 72.850 78.769 76.018
	Acc: 0.905 OSCR : 67.762 AUROC_max_val (%): 78.938 AUROC_real (%): 71.688

Epoch 57/600
157/157 - 3s - loss: 1.3391 - accuracy: 0.8594 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1143854856491089
	accuracy: 0.9075000286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 82.853 75.538 84.607 79.759
	Acc: 0.907 OSCR : 65.869 AUROC_max_val (%): 82.853 AUROC_real (%): 69.745

Epoch 58/600
157/157 - 3s - loss: 1.3309 - accuracy: 0.8609 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9132648706436157
	accuracy: 0.9154999852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.550 80.247 73.863 80.500 76.876
	Acc: 0.915 OSCR : 69.621 AUROC_max_val (%): 80.247 AUROC_real (%): 72.976

Epoch 59/600
157/157 - 3s - loss: 1.3001 - accuracy: 0.8626 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2692053318023682
	accuracy: 0.8999999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.150 79.466 72.713 81.763 75.695
	Acc: 0.900 OSCR : 63.013 AUROC_max_val (%): 79.466 AUROC_real (%): 67.116

Epoch 60/600
157/157 - 3s - loss: 1.3068 - accuracy: 0.8628 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2365936040878296
	accuracy: 0.8970000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.375 78.844 72.663 80.254 74.802
	Acc: 0.897 OSCR : 63.580 AUROC_max_val (%): 78.844 AUROC_real (%): 67.386

Epoch 61/600
157/157 - 3s - loss: 1.2792 - accuracy: 0.8657 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.215588092803955
	accuracy: 0.8849999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 81.624 74.388 83.784 78.414
	Acc: 0.885 OSCR : 70.975 AUROC_max_val (%): 81.624 AUROC_real (%): 76.339

Epoch 62/600
157/157 - 3s - loss: 1.2863 - accuracy: 0.8636 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.038791298866272
	accuracy: 0.9102500081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 84.316 77.300 86.135 80.997
	Acc: 0.910 OSCR : 68.523 AUROC_max_val (%): 84.316 AUROC_real (%): 72.379

Epoch 63/600
157/157 - 3s - loss: 1.2484 - accuracy: 0.8704 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0929088592529297
	accuracy: 0.9117500185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.325 76.665 70.912 75.120 74.741
	Acc: 0.912 OSCR : 64.536 AUROC_max_val (%): 76.665 AUROC_real (%): 67.991

Epoch 64/600
157/157 - 3s - loss: 1.2866 - accuracy: 0.8628 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2211885452270508
	accuracy: 0.8932499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 82.896 75.688 84.464 79.718
	Acc: 0.893 OSCR : 65.662 AUROC_max_val (%): 82.896 AUROC_real (%): 70.484

Epoch 65/600
157/157 - 3s - loss: 1.2701 - accuracy: 0.8665 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2714990377426147
	accuracy: 0.8992499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.900 79.164 73.263 80.511 75.446
	Acc: 0.899 OSCR : 62.224 AUROC_max_val (%): 79.164 AUROC_real (%): 66.080

Epoch 66/600
157/157 - 3s - loss: 1.2438 - accuracy: 0.8709 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8496883511543274
	accuracy: 0.9204999804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 82.727 76.438 84.430 78.605
	Acc: 0.920 OSCR : 73.544 AUROC_max_val (%): 82.727 AUROC_real (%): 76.746

Epoch 67/600
157/157 - 3s - loss: 1.2516 - accuracy: 0.8688 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9047196507453918
	accuracy: 0.9127500057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.950 85.523 78.113 87.332 82.450
	Acc: 0.913 OSCR : 74.705 AUROC_max_val (%): 85.523 AUROC_real (%): 78.792

Epoch 68/600
157/157 - 3s - loss: 1.2459 - accuracy: 0.8680 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9680219888687134
	accuracy: 0.9104999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.650 76.993 71.075 77.187 73.448
	Acc: 0.910 OSCR : 67.650 AUROC_max_val (%): 76.993 AUROC_real (%): 71.146

Epoch 69/600
157/157 - 3s - loss: 1.2075 - accuracy: 0.8727 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0110418796539307
	accuracy: 0.9142500162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.900 83.437 76.963 84.914 79.764
	Acc: 0.914 OSCR : 69.004 AUROC_max_val (%): 83.437 AUROC_real (%): 72.777

Epoch 70/600
157/157 - 3s - loss: 1.2134 - accuracy: 0.8722 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8747376203536987
	accuracy: 0.9167500138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.875 83.302 76.400 84.909 80.001
	Acc: 0.917 OSCR : 71.787 AUROC_max_val (%): 83.302 AUROC_real (%): 75.372

Epoch 71/600
157/157 - 3s - loss: 1.2084 - accuracy: 0.8737 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.5143128633499146
	accuracy: 0.8964999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.850 71.489 66.088 72.092 68.922
	Acc: 0.896 OSCR : 54.802 AUROC_max_val (%): 71.489 AUROC_real (%): 58.267

Epoch 72/600
157/157 - 3s - loss: 1.2060 - accuracy: 0.8740 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.036138892173767
	accuracy: 0.906499981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.600 80.026 73.625 81.698 75.403
	Acc: 0.906 OSCR : 64.749 AUROC_max_val (%): 80.026 AUROC_real (%): 68.227

Epoch 73/600
157/157 - 3s - loss: 1.1981 - accuracy: 0.8727 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1467689275741577
	accuracy: 0.9097499847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.175 83.223 76.237 84.862 79.466
	Acc: 0.910 OSCR : 63.855 AUROC_max_val (%): 83.223 AUROC_real (%): 67.739

Epoch 74/600
157/157 - 3s - loss: 1.2070 - accuracy: 0.8730 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8781504034996033
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.475 86.408 78.787 87.559 84.253
	Acc: 0.920 OSCR : 72.632 AUROC_max_val (%): 86.408 AUROC_real (%): 76.318

Epoch 75/600
157/157 - 3s - loss: 1.1962 - accuracy: 0.8738 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8598816990852356
	accuracy: 0.9244999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.350 79.365 73.013 79.489 75.892
	Acc: 0.924 OSCR : 66.719 AUROC_max_val (%): 79.365 AUROC_real (%): 69.382

Epoch 76/600
157/157 - 3s - loss: 1.1709 - accuracy: 0.8755 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.007615566253662
	accuracy: 0.9212499856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.350 84.568 77.625 86.563 81.043
	Acc: 0.921 OSCR : 69.397 AUROC_max_val (%): 84.568 AUROC_real (%): 72.780

Epoch 77/600
157/157 - 3s - loss: 1.1750 - accuracy: 0.8800 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8675585985183716
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 85.442 78.475 86.816 82.593
	Acc: 0.924 OSCR : 71.969 AUROC_max_val (%): 85.442 AUROC_real (%): 75.344

Epoch 78/600
157/157 - 3s - loss: 1.1606 - accuracy: 0.8781 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7990601062774658
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.050 83.702 76.975 84.891 80.369
	Acc: 0.935 OSCR : 69.460 AUROC_max_val (%): 83.702 AUROC_real (%): 71.976

Epoch 79/600
157/157 - 3s - loss: 1.1285 - accuracy: 0.8817 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1490685939788818
	accuracy: 0.909500002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.125 84.714 77.438 86.261 81.577
	Acc: 0.909 OSCR : 67.041 AUROC_max_val (%): 84.714 AUROC_real (%): 70.847

Epoch 80/600
157/157 - 3s - loss: 1.1562 - accuracy: 0.8781 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.01925528049469
	accuracy: 0.9047499895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.950 76.178 69.800 76.310 73.657
	Acc: 0.905 OSCR : 62.401 AUROC_max_val (%): 76.178 AUROC_real (%): 65.712

Epoch 81/600
157/157 - 3s - loss: 1.1812 - accuracy: 0.8749 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.021968960762024
	accuracy: 0.9152500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.325 82.581 75.525 83.918 79.778
	Acc: 0.915 OSCR : 67.614 AUROC_max_val (%): 82.581 AUROC_real (%): 71.335

Epoch 82/600
157/157 - 3s - loss: 1.1181 - accuracy: 0.8839 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8224681615829468
	accuracy: 0.9242500066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 84.683 78.175 86.119 81.524
	Acc: 0.924 OSCR : 73.243 AUROC_max_val (%): 84.683 AUROC_real (%): 76.478

Epoch 83/600
157/157 - 3s - loss: 1.1303 - accuracy: 0.8816 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8559159636497498
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.575 79.450 73.188 79.992 75.718
	Acc: 0.916 OSCR : 70.401 AUROC_max_val (%): 79.450 AUROC_real (%): 73.472

Epoch 84/600
157/157 - 3s - loss: 1.1318 - accuracy: 0.8801 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7942482233047485
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.675 83.948 76.538 84.893 81.555
	Acc: 0.927 OSCR : 71.633 AUROC_max_val (%): 83.948 AUROC_real (%): 74.539

Epoch 85/600
157/157 - 3s - loss: 1.1220 - accuracy: 0.8819 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7494361996650696
	accuracy: 0.9277499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.225 86.987 79.463 88.259 84.470
	Acc: 0.928 OSCR : 75.291 AUROC_max_val (%): 86.987 AUROC_real (%): 78.557

Epoch 86/600
157/157 - 3s - loss: 1.0901 - accuracy: 0.8854 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6971256136894226
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.725 86.790 79.925 88.158 83.689
	Acc: 0.932 OSCR : 77.140 AUROC_max_val (%): 86.790 AUROC_real (%): 80.047

Epoch 87/600
157/157 - 3s - loss: 1.0865 - accuracy: 0.8853 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9882742166519165
	accuracy: 0.9125000238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.775 76.646 70.713 76.595 73.954
	Acc: 0.912 OSCR : 63.521 AUROC_max_val (%): 76.646 AUROC_real (%): 66.678

Epoch 88/600
157/157 - 3s - loss: 1.0910 - accuracy: 0.8853 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8781967759132385
	accuracy: 0.9235000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.075 81.964 75.675 83.188 78.424
	Acc: 0.923 OSCR : 70.189 AUROC_max_val (%): 81.964 AUROC_real (%): 73.403

Epoch 89/600
157/157 - 3s - loss: 1.1133 - accuracy: 0.8824 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8926202058792114
	accuracy: 0.9262499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.950 81.698 74.812 81.342 79.589
	Acc: 0.926 OSCR : 69.345 AUROC_max_val (%): 81.698 AUROC_real (%): 72.501

Epoch 90/600
157/157 - 3s - loss: 1.1146 - accuracy: 0.8819 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.844954252243042
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.800 83.651 77.525 85.316 79.370
	Acc: 0.919 OSCR : 74.939 AUROC_max_val (%): 83.651 AUROC_real (%): 78.332

Epoch 91/600
157/157 - 3s - loss: 1.0562 - accuracy: 0.8874 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8127757906913757
	accuracy: 0.9212499856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.700 84.806 78.375 86.024 81.462
	Acc: 0.921 OSCR : 75.539 AUROC_max_val (%): 84.806 AUROC_real (%): 78.937

Epoch 92/600
157/157 - 3s - loss: 1.0784 - accuracy: 0.8860 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7408739328384399
	accuracy: 0.9307500123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 78.570 72.375 78.341 76.069
	Acc: 0.931 OSCR : 71.203 AUROC_max_val (%): 78.570 AUROC_real (%): 73.663

Epoch 93/600
157/157 - 3s - loss: 1.0401 - accuracy: 0.8907 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0205334424972534
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 83.753 76.963 85.717 80.361
	Acc: 0.921 OSCR : 65.879 AUROC_max_val (%): 83.753 AUROC_real (%): 69.055

Epoch 94/600
157/157 - 3s - loss: 1.0571 - accuracy: 0.8900 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9110404253005981
	accuracy: 0.9244999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 84.513 77.375 86.111 81.226
	Acc: 0.924 OSCR : 72.507 AUROC_max_val (%): 84.513 AUROC_real (%): 75.725

Epoch 95/600
157/157 - 3s - loss: 1.0246 - accuracy: 0.8923 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7494569420814514
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.125 82.030 75.550 80.855 80.072
	Acc: 0.938 OSCR : 70.866 AUROC_max_val (%): 82.030 AUROC_real (%): 73.391

Epoch 96/600
157/157 - 3s - loss: 1.0153 - accuracy: 0.8936 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7679558992385864
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.175 83.321 76.675 85.294 78.873
	Acc: 0.929 OSCR : 72.041 AUROC_max_val (%): 83.321 AUROC_real (%): 74.678

Epoch 97/600
157/157 - 3s - loss: 1.0408 - accuracy: 0.8900 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8145291209220886
	accuracy: 0.9292500019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.975 80.016 73.475 78.953 77.744
	Acc: 0.929 OSCR : 68.052 AUROC_max_val (%): 80.016 AUROC_real (%): 70.680

Epoch 98/600
157/157 - 3s - loss: 1.0223 - accuracy: 0.8920 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8965462446212769
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.800 80.807 74.575 82.625 76.704
	Acc: 0.916 OSCR : 66.718 AUROC_max_val (%): 80.807 AUROC_real (%): 69.607

Epoch 99/600
157/157 - 3s - loss: 1.0238 - accuracy: 0.8932 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7382570505142212
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 83.303 76.675 84.868 79.439
	Acc: 0.932 OSCR : 72.967 AUROC_max_val (%): 83.303 AUROC_real (%): 75.616

Epoch 100/600
157/157 - 3s - loss: 1.0224 - accuracy: 0.8916 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6777529716491699
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.475 86.863 80.112 88.190 84.101
	Acc: 0.936 OSCR : 76.087 AUROC_max_val (%): 86.863 AUROC_real (%): 78.866

Epoch 101/600
157/157 - 3s - loss: 1.0146 - accuracy: 0.8939 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9275683164596558
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.700 80.022 73.563 81.384 76.557
	Acc: 0.914 OSCR : 65.067 AUROC_max_val (%): 80.022 AUROC_real (%): 68.134

Epoch 102/600
157/157 - 3s - loss: 1.0052 - accuracy: 0.8945 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8832579851150513
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.425 78.469 72.362 78.522 75.233
	Acc: 0.919 OSCR : 70.462 AUROC_max_val (%): 78.469 AUROC_real (%): 73.546

Epoch 103/600
157/157 - 3s - loss: 1.0073 - accuracy: 0.8931 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8218077421188354
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.925 83.629 77.400 85.286 80.216
	Acc: 0.920 OSCR : 71.431 AUROC_max_val (%): 83.629 AUROC_real (%): 74.599

Epoch 104/600
157/157 - 3s - loss: 0.9949 - accuracy: 0.8963 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8197609782218933
	accuracy: 0.9244999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.325 81.778 75.538 82.815 78.408
	Acc: 0.924 OSCR : 68.077 AUROC_max_val (%): 81.778 AUROC_real (%): 70.931

Epoch 105/600
157/157 - 3s - loss: 1.0211 - accuracy: 0.8910 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7618653178215027
	accuracy: 0.9284999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.100 81.969 75.688 83.508 78.769
	Acc: 0.928 OSCR : 70.838 AUROC_max_val (%): 81.969 AUROC_real (%): 73.606

Epoch 106/600
157/157 - 3s - loss: 0.9596 - accuracy: 0.8995 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7573952674865723
	accuracy: 0.9334999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.750 85.693 78.950 87.124 82.659
	Acc: 0.933 OSCR : 74.536 AUROC_max_val (%): 85.693 AUROC_real (%): 77.401

Epoch 107/600
157/157 - 3s - loss: 0.9732 - accuracy: 0.8954 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.74554044008255
	accuracy: 0.9282500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.450 81.955 75.800 82.308 78.633
	Acc: 0.928 OSCR : 73.079 AUROC_max_val (%): 81.955 AUROC_real (%): 75.830

Epoch 108/600
157/157 - 3s - loss: 0.9677 - accuracy: 0.8975 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7029789686203003
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.325 85.321 77.925 86.386 83.035
	Acc: 0.935 OSCR : 74.473 AUROC_max_val (%): 85.321 AUROC_real (%): 77.341

Epoch 109/600
157/157 - 3s - loss: 0.9444 - accuracy: 0.9004 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9063680171966553
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.800 83.978 77.550 85.510 79.623
	Acc: 0.917 OSCR : 70.687 AUROC_max_val (%): 83.978 AUROC_real (%): 74.142

Epoch 110/600
157/157 - 3s - loss: 0.9661 - accuracy: 0.8975 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7369980216026306
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 82.214 75.363 83.302 79.038
	Acc: 0.940 OSCR : 68.666 AUROC_max_val (%): 82.214 AUROC_real (%): 70.984

Epoch 111/600
157/157 - 3s - loss: 0.9438 - accuracy: 0.9021 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9305824637413025
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.100 73.525 68.575 72.962 69.853
	Acc: 0.918 OSCR : 62.714 AUROC_max_val (%): 73.525 AUROC_real (%): 65.113

Epoch 112/600
157/157 - 3s - loss: 0.9471 - accuracy: 0.8995 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6895384788513184
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.100 81.812 75.375 82.717 78.118
	Acc: 0.935 OSCR : 72.439 AUROC_max_val (%): 81.812 AUROC_real (%): 74.872

Epoch 113/600
157/157 - 3s - loss: 0.9230 - accuracy: 0.9027 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7558903098106384
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.825 83.585 77.188 85.598 79.896
	Acc: 0.931 OSCR : 69.590 AUROC_max_val (%): 83.585 AUROC_real (%): 72.119

Epoch 114/600
157/157 - 3s - loss: 0.9239 - accuracy: 0.9022 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8843198418617249
	accuracy: 0.9194999933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.700 81.216 75.362 82.765 76.947
	Acc: 0.919 OSCR : 70.594 AUROC_max_val (%): 81.216 AUROC_real (%): 73.729

Epoch 115/600
157/157 - 3s - loss: 0.9596 - accuracy: 0.8980 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8502786159515381
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.750 80.988 74.812 81.263 77.455
	Acc: 0.926 OSCR : 66.291 AUROC_max_val (%): 80.988 AUROC_real (%): 68.884

Epoch 116/600
157/157 - 3s - loss: 0.9256 - accuracy: 0.9039 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7309598922729492
	accuracy: 0.9312499761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 81.456 75.013 83.011 77.905
	Acc: 0.931 OSCR : 73.911 AUROC_max_val (%): 81.456 AUROC_real (%): 76.441

Epoch 117/600
157/157 - 3s - loss: 0.9187 - accuracy: 0.9028 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7329099774360657
	accuracy: 0.9297500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.500 82.391 75.675 83.337 78.875
	Acc: 0.930 OSCR : 73.789 AUROC_max_val (%): 82.391 AUROC_real (%): 76.651

Epoch 118/600
157/157 - 3s - loss: 0.9162 - accuracy: 0.9046 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.724238932132721
	accuracy: 0.9312499761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.200 82.676 75.737 84.675 79.230
	Acc: 0.931 OSCR : 70.938 AUROC_max_val (%): 82.676 AUROC_real (%): 73.437

Epoch 119/600
157/157 - 3s - loss: 0.9334 - accuracy: 0.9036 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7798578143119812
	accuracy: 0.9232500195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.100 84.160 77.800 86.260 79.868
	Acc: 0.923 OSCR : 72.365 AUROC_max_val (%): 84.160 AUROC_real (%): 75.348

Epoch 120/600
157/157 - 3s - loss: 0.8974 - accuracy: 0.9061 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.745006263256073
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.900 82.903 76.487 83.268 79.894
	Acc: 0.934 OSCR : 71.211 AUROC_max_val (%): 82.903 AUROC_real (%): 73.719

Epoch 121/600
157/157 - 3s - loss: 0.9111 - accuracy: 0.9038 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7040330767631531
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.650 79.849 73.675 80.438 77.059
	Acc: 0.936 OSCR : 70.128 AUROC_max_val (%): 79.849 AUROC_real (%): 72.463

Epoch 122/600
157/157 - 3s - loss: 0.8729 - accuracy: 0.9079 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7784279584884644
	accuracy: 0.9257500171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.475 80.262 74.150 81.105 76.107
	Acc: 0.926 OSCR : 69.142 AUROC_max_val (%): 80.262 AUROC_real (%): 71.597

Epoch 123/600
157/157 - 3s - loss: 0.8921 - accuracy: 0.9064 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6127619743347168
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 84.011 77.350 85.278 80.778
	Acc: 0.941 OSCR : 73.923 AUROC_max_val (%): 84.011 AUROC_real (%): 76.059

Epoch 124/600
157/157 - 3s - loss: 0.8791 - accuracy: 0.9082 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6230165958404541
	accuracy: 0.940750002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.175 83.872 77.062 85.113 80.481
	Acc: 0.941 OSCR : 73.390 AUROC_max_val (%): 83.872 AUROC_real (%): 75.584

Epoch 125/600
157/157 - 3s - loss: 0.8913 - accuracy: 0.9054 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6762821078300476
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 82.862 76.613 83.694 79.009
	Acc: 0.936 OSCR : 72.304 AUROC_max_val (%): 82.862 AUROC_real (%): 74.628

Epoch 126/600
157/157 - 3s - loss: 0.8782 - accuracy: 0.9064 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9108886122703552
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.375 73.240 67.963 71.541 70.887
	Acc: 0.924 OSCR : 64.609 AUROC_max_val (%): 73.240 AUROC_real (%): 67.214

Epoch 127/600
157/157 - 3s - loss: 0.8792 - accuracy: 0.9062 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8181276917457581
	accuracy: 0.9244999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.850 72.881 67.775 70.331 70.671
	Acc: 0.924 OSCR : 64.842 AUROC_max_val (%): 72.881 AUROC_real (%): 67.290

Epoch 128/600
157/157 - 3s - loss: 0.8774 - accuracy: 0.9062 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6810080409049988
	accuracy: 0.9387500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 81.366 74.488 81.549 78.827
	Acc: 0.939 OSCR : 70.470 AUROC_max_val (%): 81.366 AUROC_real (%): 72.686

Epoch 129/600
157/157 - 3s - loss: 0.8541 - accuracy: 0.9103 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7812999486923218
	accuracy: 0.9294999837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 82.723 75.862 83.537 79.659
	Acc: 0.929 OSCR : 69.526 AUROC_max_val (%): 82.723 AUROC_real (%): 72.451

Epoch 130/600
157/157 - 3s - loss: 0.8443 - accuracy: 0.9104 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7960882186889648
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.850 82.921 76.862 83.055 79.906
	Acc: 0.935 OSCR : 67.588 AUROC_max_val (%): 82.921 AUROC_real (%): 70.196

Epoch 131/600
157/157 - 3s - loss: 0.8572 - accuracy: 0.9095 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6942618489265442
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.325 83.572 77.213 84.384 80.366
	Acc: 0.935 OSCR : 71.053 AUROC_max_val (%): 83.572 AUROC_real (%): 73.514

Epoch 132/600
157/157 - 3s - loss: 0.8484 - accuracy: 0.9117 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7045819163322449
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.950 85.802 79.200 86.708 82.927
	Acc: 0.940 OSCR : 71.859 AUROC_max_val (%): 85.802 AUROC_real (%): 74.301

Epoch 133/600
157/157 - 3s - loss: 0.8497 - accuracy: 0.9088 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6175024509429932
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.275 83.171 76.550 83.866 80.667
	Acc: 0.943 OSCR : 72.221 AUROC_max_val (%): 83.171 AUROC_real (%): 74.396

Epoch 134/600
157/157 - 3s - loss: 0.8435 - accuracy: 0.9111 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6201103329658508
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.475 83.564 76.838 84.711 80.614
	Acc: 0.943 OSCR : 72.514 AUROC_max_val (%): 83.564 AUROC_real (%): 74.747

Epoch 135/600
157/157 - 3s - loss: 0.8462 - accuracy: 0.9104 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6403526067733765
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.375 83.312 76.900 83.688 80.541
	Acc: 0.942 OSCR : 72.160 AUROC_max_val (%): 83.312 AUROC_real (%): 74.341

Epoch 136/600
157/157 - 3s - loss: 0.8473 - accuracy: 0.9096 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7133275866508484
	accuracy: 0.9327499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.175 82.506 76.362 83.434 79.051
	Acc: 0.933 OSCR : 71.980 AUROC_max_val (%): 82.506 AUROC_real (%): 74.522

Epoch 137/600
157/157 - 3s - loss: 0.8303 - accuracy: 0.9109 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6259399652481079
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.175 81.709 74.850 81.568 79.895
	Acc: 0.944 OSCR : 69.525 AUROC_max_val (%): 81.709 AUROC_real (%): 71.569

Epoch 138/600
157/157 - 3s - loss: 0.8144 - accuracy: 0.9148 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6828106045722961
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.775 83.841 77.088 84.552 80.692
	Acc: 0.945 OSCR : 71.092 AUROC_max_val (%): 83.841 AUROC_real (%): 73.286

Epoch 139/600
157/157 - 3s - loss: 0.8138 - accuracy: 0.9137 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6296404600143433
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.650 84.125 77.350 85.710 81.385
	Acc: 0.942 OSCR : 72.639 AUROC_max_val (%): 84.125 AUROC_real (%): 74.929

Epoch 140/600
157/157 - 3s - loss: 0.8077 - accuracy: 0.9158 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7535701394081116
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.650 81.506 75.138 80.627 79.466
	Acc: 0.942 OSCR : 66.147 AUROC_max_val (%): 81.506 AUROC_real (%): 68.254

Epoch 141/600
157/157 - 3s - loss: 0.8074 - accuracy: 0.9148 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6144801378250122
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.375 79.231 73.112 77.733 77.287
	Acc: 0.945 OSCR : 70.494 AUROC_max_val (%): 79.231 AUROC_real (%): 72.519

Epoch 142/600
157/157 - 3s - loss: 0.8075 - accuracy: 0.9150 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7074119448661804
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.750 78.675 72.525 77.994 76.432
	Acc: 0.938 OSCR : 67.543 AUROC_max_val (%): 78.675 AUROC_real (%): 69.724

Epoch 143/600
157/157 - 3s - loss: 0.7952 - accuracy: 0.9165 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5942978262901306
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.425 85.997 79.575 86.962 83.334
	Acc: 0.950 OSCR : 72.576 AUROC_max_val (%): 85.997 AUROC_real (%): 74.549

Epoch 144/600
157/157 - 3s - loss: 0.7844 - accuracy: 0.9164 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6048649549484253
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.750 86.661 79.938 87.844 84.133
	Acc: 0.945 OSCR : 73.365 AUROC_max_val (%): 86.661 AUROC_real (%): 75.616

Epoch 145/600
157/157 - 3s - loss: 0.8022 - accuracy: 0.9148 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5875551104545593
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 85.554 79.112 85.891 82.894
	Acc: 0.947 OSCR : 72.937 AUROC_max_val (%): 85.554 AUROC_real (%): 74.987

Epoch 146/600
157/157 - 3s - loss: 0.8092 - accuracy: 0.9139 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6467853784561157
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 82.692 76.050 82.724 80.208
	Acc: 0.945 OSCR : 70.167 AUROC_max_val (%): 82.692 AUROC_real (%): 72.218

Epoch 147/600
157/157 - 3s - loss: 0.7770 - accuracy: 0.9162 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5760530829429626
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 84.519 77.950 85.379 82.000
	Acc: 0.945 OSCR : 72.930 AUROC_max_val (%): 84.519 AUROC_real (%): 74.918

Epoch 148/600
157/157 - 3s - loss: 0.7993 - accuracy: 0.9151 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6753859519958496
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.950 82.453 76.300 82.641 79.553
	Acc: 0.944 OSCR : 69.787 AUROC_max_val (%): 82.453 AUROC_real (%): 71.933

Epoch 149/600
157/157 - 3s - loss: 0.7781 - accuracy: 0.9172 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6440964937210083
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.450 84.170 77.750 84.338 81.844
	Acc: 0.943 OSCR : 72.109 AUROC_max_val (%): 84.170 AUROC_real (%): 74.425

Epoch 150/600
157/157 - 3s - loss: 0.7846 - accuracy: 0.9155 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.629032552242279
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.650 82.595 75.950 82.814 79.862
	Acc: 0.944 OSCR : 70.867 AUROC_max_val (%): 82.595 AUROC_real (%): 72.938

Epoch 151/600
157/157 - 3s - loss: 0.7942 - accuracy: 0.9161 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6128389835357666
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.050 81.276 74.600 81.943 78.687
	Acc: 0.943 OSCR : 71.253 AUROC_max_val (%): 81.276 AUROC_real (%): 73.240

Epoch 152/600
157/157 - 3s - loss: 0.7743 - accuracy: 0.9172 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6426592469215393
	accuracy: 0.940750002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.750 79.710 73.188 79.030 77.533
	Acc: 0.941 OSCR : 69.703 AUROC_max_val (%): 79.710 AUROC_real (%): 71.795

Epoch 153/600
157/157 - 3s - loss: 0.7638 - accuracy: 0.9186 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.627184271812439
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.925 84.016 77.075 84.600 81.645
	Acc: 0.944 OSCR : 72.414 AUROC_max_val (%): 84.016 AUROC_real (%): 74.544

Epoch 154/600
157/157 - 3s - loss: 0.7364 - accuracy: 0.9208 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5931467413902283
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.325 85.271 78.975 85.495 82.719
	Acc: 0.944 OSCR : 75.500 AUROC_max_val (%): 85.271 AUROC_real (%): 77.695

Epoch 155/600
157/157 - 3s - loss: 0.7547 - accuracy: 0.9193 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5954601764678955
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.225 84.465 77.975 85.379 81.799
	Acc: 0.947 OSCR : 72.923 AUROC_max_val (%): 84.465 AUROC_real (%): 74.935

Epoch 156/600
157/157 - 3s - loss: 0.7529 - accuracy: 0.9202 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5951068997383118
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.125 84.247 77.737 84.483 82.028
	Acc: 0.947 OSCR : 72.529 AUROC_max_val (%): 84.247 AUROC_real (%): 74.576

Epoch 157/600
157/157 - 3s - loss: 0.7631 - accuracy: 0.9186 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5861064791679382
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 83.571 77.075 83.823 81.237
	Acc: 0.948 OSCR : 72.846 AUROC_max_val (%): 83.571 AUROC_real (%): 74.798

Epoch 158/600
157/157 - 3s - loss: 0.7598 - accuracy: 0.9208 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6168745160102844
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.425 85.205 79.000 85.993 82.389
	Acc: 0.945 OSCR : 72.953 AUROC_max_val (%): 85.205 AUROC_real (%): 75.041

Epoch 159/600
157/157 - 3s - loss: 0.7511 - accuracy: 0.9210 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5991523861885071
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.600 85.025 78.638 85.723 82.240
	Acc: 0.946 OSCR : 74.574 AUROC_max_val (%): 85.025 AUROC_real (%): 76.705

Epoch 160/600
157/157 - 3s - loss: 0.7504 - accuracy: 0.9201 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6160950660705566
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.275 83.979 77.337 84.539 81.306
	Acc: 0.945 OSCR : 72.395 AUROC_max_val (%): 83.979 AUROC_real (%): 74.485

Epoch 161/600
157/157 - 3s - loss: 0.7161 - accuracy: 0.9247 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5860849618911743
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.850 83.524 77.288 83.324 81.132
	Acc: 0.947 OSCR : 72.066 AUROC_max_val (%): 83.524 AUROC_real (%): 74.007

Epoch 162/600
157/157 - 3s - loss: 0.7604 - accuracy: 0.9190 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5862064361572266
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 85.172 78.312 86.050 82.599
	Acc: 0.945 OSCR : 74.204 AUROC_max_val (%): 85.172 AUROC_real (%): 76.261

Epoch 163/600
157/157 - 3s - loss: 0.7609 - accuracy: 0.9176 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.568111002445221
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.075 84.927 78.188 85.612 82.626
	Acc: 0.947 OSCR : 74.983 AUROC_max_val (%): 84.927 AUROC_real (%): 76.982

Epoch 164/600
157/157 - 3s - loss: 0.7240 - accuracy: 0.9243 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5886911749839783
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 84.558 78.312 84.502 82.273
	Acc: 0.945 OSCR : 73.900 AUROC_max_val (%): 84.558 AUROC_real (%): 75.930

Epoch 165/600
157/157 - 3s - loss: 0.7317 - accuracy: 0.9231 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5627105236053467
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.575 83.979 77.675 84.374 81.440
	Acc: 0.945 OSCR : 75.622 AUROC_max_val (%): 83.979 AUROC_real (%): 77.669

Epoch 166/600
157/157 - 3s - loss: 0.7092 - accuracy: 0.9245 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5620662569999695
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.169 78.550 85.385 82.999
	Acc: 0.950 OSCR : 73.865 AUROC_max_val (%): 85.169 AUROC_real (%): 75.810

Epoch 167/600
157/157 - 3s - loss: 0.7249 - accuracy: 0.9232 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5979524850845337
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 82.400 75.875 82.688 79.913
	Acc: 0.947 OSCR : 72.354 AUROC_max_val (%): 82.400 AUROC_real (%): 74.347

Epoch 168/600
157/157 - 3s - loss: 0.7216 - accuracy: 0.9257 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5836867690086365
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.350 84.557 77.800 84.881 82.308
	Acc: 0.948 OSCR : 73.097 AUROC_max_val (%): 84.557 AUROC_real (%): 75.102

Epoch 169/600
157/157 - 3s - loss: 0.7044 - accuracy: 0.9250 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5753679275512695
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.775 83.728 77.150 83.524 81.742
	Acc: 0.948 OSCR : 72.678 AUROC_max_val (%): 83.728 AUROC_real (%): 74.679

Epoch 170/600
157/157 - 3s - loss: 0.7192 - accuracy: 0.9250 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5761732459068298
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.725 84.974 78.275 85.792 82.329
	Acc: 0.945 OSCR : 73.793 AUROC_max_val (%): 84.974 AUROC_real (%): 75.838

Epoch 171/600
157/157 - 3s - loss: 0.7338 - accuracy: 0.9229 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6015331149101257
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.525 84.149 77.450 84.756 81.519
	Acc: 0.944 OSCR : 72.544 AUROC_max_val (%): 84.149 AUROC_real (%): 74.629

Epoch 172/600
157/157 - 3s - loss: 0.6929 - accuracy: 0.9265 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5945349335670471
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.350 83.132 76.300 83.427 80.932
	Acc: 0.945 OSCR : 72.073 AUROC_max_val (%): 83.132 AUROC_real (%): 74.112

Epoch 173/600
157/157 - 3s - loss: 0.6844 - accuracy: 0.9283 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.566752552986145
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.925 85.055 78.338 85.647 82.906
	Acc: 0.947 OSCR : 73.904 AUROC_max_val (%): 85.055 AUROC_real (%): 75.989

Epoch 174/600
157/157 - 3s - loss: 0.6993 - accuracy: 0.9250 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.586583137512207
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.325 82.996 76.375 83.230 80.797
	Acc: 0.946 OSCR : 72.362 AUROC_max_val (%): 82.996 AUROC_real (%): 74.349

Epoch 175/600
157/157 - 3s - loss: 0.6928 - accuracy: 0.9279 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5775843858718872
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.000 85.276 78.575 86.271 82.752
	Acc: 0.947 OSCR : 73.970 AUROC_max_val (%): 85.276 AUROC_real (%): 75.996

Epoch 176/600
157/157 - 3s - loss: 0.6983 - accuracy: 0.9268 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.571131706237793
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.275 83.201 76.263 83.264 81.341
	Acc: 0.946 OSCR : 72.364 AUROC_max_val (%): 83.201 AUROC_real (%): 74.334

Epoch 177/600
157/157 - 3s - loss: 0.6873 - accuracy: 0.9276 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.574201226234436
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.750 83.506 76.825 83.403 81.586
	Acc: 0.945 OSCR : 73.264 AUROC_max_val (%): 83.506 AUROC_real (%): 75.285

Epoch 178/600
157/157 - 3s - loss: 0.6858 - accuracy: 0.9279 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.585063636302948
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.950 84.219 77.712 84.679 81.837
	Acc: 0.946 OSCR : 73.410 AUROC_max_val (%): 84.219 AUROC_real (%): 75.443

Epoch 179/600
157/157 - 3s - loss: 0.6775 - accuracy: 0.9288 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5611493587493896
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 85.169 78.075 85.855 82.970
	Acc: 0.948 OSCR : 74.411 AUROC_max_val (%): 85.169 AUROC_real (%): 76.436

Epoch 180/600
157/157 - 3s - loss: 0.6874 - accuracy: 0.9288 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5672287344932556
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.625 84.618 77.675 85.338 82.502
	Acc: 0.946 OSCR : 73.751 AUROC_max_val (%): 84.618 AUROC_real (%): 75.776

Epoch 181/600
157/157 - 3s - loss: 0.6917 - accuracy: 0.9264 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5662746429443359
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.225 84.015 77.050 84.459 81.876
	Acc: 0.947 OSCR : 72.783 AUROC_max_val (%): 84.015 AUROC_real (%): 74.719

Epoch 182/600
157/157 - 3s - loss: 0.6830 - accuracy: 0.9281 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5518355965614319
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.775 84.363 77.388 84.826 82.179
	Acc: 0.947 OSCR : 73.813 AUROC_max_val (%): 84.363 AUROC_real (%): 75.755

Epoch 183/600
157/157 - 3s - loss: 0.7017 - accuracy: 0.9262 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5565314888954163
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.350 83.632 76.488 83.882 81.598
	Acc: 0.949 OSCR : 73.125 AUROC_max_val (%): 83.632 AUROC_real (%): 75.050

Epoch 184/600
157/157 - 3s - loss: 0.6855 - accuracy: 0.9265 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5558325052261353
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.750 84.326 77.250 84.609 82.283
	Acc: 0.948 OSCR : 73.946 AUROC_max_val (%): 84.326 AUROC_real (%): 75.918

Epoch 185/600
157/157 - 3s - loss: 0.6911 - accuracy: 0.9262 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5517871975898743
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.325 83.598 76.712 83.712 81.694
	Acc: 0.948 OSCR : 73.405 AUROC_max_val (%): 83.598 AUROC_real (%): 75.368

Epoch 186/600
157/157 - 3s - loss: 0.6684 - accuracy: 0.9279 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5452395677566528
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.275 84.798 77.825 85.360 82.691
	Acc: 0.948 OSCR : 74.578 AUROC_max_val (%): 84.798 AUROC_real (%): 76.562

Epoch 187/600
157/157 - 3s - loss: 0.6922 - accuracy: 0.9268 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5624719858169556
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.150 84.260 77.362 84.753 82.051
	Acc: 0.947 OSCR : 73.602 AUROC_max_val (%): 84.260 AUROC_real (%): 75.574

Epoch 188/600
157/157 - 3s - loss: 0.6760 - accuracy: 0.9283 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5656631588935852
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.425 84.344 77.463 84.882 82.023
	Acc: 0.947 OSCR : 73.418 AUROC_max_val (%): 84.344 AUROC_real (%): 75.398

Epoch 189/600
157/157 - 3s - loss: 0.6888 - accuracy: 0.9265 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5645894408226013
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.850 83.851 77.038 84.394 81.662
	Acc: 0.946 OSCR : 73.203 AUROC_max_val (%): 83.851 AUROC_real (%): 75.164

Epoch 190/600
157/157 - 3s - loss: 0.6743 - accuracy: 0.9270 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5601773262023926
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.675 83.653 76.663 83.957 81.604
	Acc: 0.947 OSCR : 72.995 AUROC_max_val (%): 83.653 AUROC_real (%): 74.918

Epoch 191/600
157/157 - 3s - loss: 0.6731 - accuracy: 0.9269 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5563531517982483
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.450 83.729 77.013 84.064 81.692
	Acc: 0.947 OSCR : 73.180 AUROC_max_val (%): 83.729 AUROC_real (%): 75.105

Epoch 192/600
157/157 - 3s - loss: 0.6704 - accuracy: 0.9285 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5629003643989563
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.475 83.372 76.600 83.690 81.345
	Acc: 0.947 OSCR : 72.792 AUROC_max_val (%): 83.372 AUROC_real (%): 74.731

Epoch 193/600
157/157 - 3s - loss: 0.6662 - accuracy: 0.9304 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5561081767082214
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.250 83.714 76.862 84.052 81.715
	Acc: 0.948 OSCR : 73.245 AUROC_max_val (%): 83.714 AUROC_real (%): 75.178

Epoch 194/600
157/157 - 3s - loss: 0.6775 - accuracy: 0.9292 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5615595579147339
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 83.605 76.838 83.910 81.549
	Acc: 0.947 OSCR : 73.119 AUROC_max_val (%): 83.605 AUROC_real (%): 75.066

Epoch 195/600
157/157 - 3s - loss: 0.6728 - accuracy: 0.9278 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5627683997154236
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.025 83.656 76.862 83.956 81.611
	Acc: 0.947 OSCR : 73.164 AUROC_max_val (%): 83.656 AUROC_real (%): 75.124

Epoch 196/600
157/157 - 3s - loss: 0.6643 - accuracy: 0.9304 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5590429306030273
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 83.790 76.988 84.077 81.774
	Acc: 0.947 OSCR : 73.514 AUROC_max_val (%): 83.790 AUROC_real (%): 75.484

Epoch 197/600
157/157 - 3s - loss: 0.6882 - accuracy: 0.9274 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5582622289657593
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.350 83.678 76.962 83.960 81.678
	Acc: 0.946 OSCR : 73.349 AUROC_max_val (%): 83.678 AUROC_real (%): 75.304

Epoch 198/600
157/157 - 3s - loss: 0.6905 - accuracy: 0.9272 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5596138834953308
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.250 83.629 76.862 83.908 81.617
	Acc: 0.946 OSCR : 73.230 AUROC_max_val (%): 83.629 AUROC_real (%): 75.187

Epoch 199/600
157/157 - 3s - loss: 0.6727 - accuracy: 0.9285 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.561947762966156
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.225 83.553 76.825 83.815 81.551
	Acc: 0.946 OSCR : 73.081 AUROC_max_val (%): 83.553 AUROC_real (%): 75.038

Epoch 200/600
157/157 - 3s - loss: 0.6663 - accuracy: 0.9303 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5611023902893066
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.675 83.611 76.862 83.886 81.569
	Acc: 0.947 OSCR : 73.196 AUROC_max_val (%): 83.611 AUROC_real (%): 75.148

Epoch 201/600
157/157 - 3s - loss: 0.6916 - accuracy: 0.9254 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5661569237709045
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.875 83.548 76.775 83.807 81.530
	Acc: 0.946 OSCR : 72.815 AUROC_max_val (%): 83.548 AUROC_real (%): 74.773

Epoch 202/600
157/157 - 3s - loss: 1.1443 - accuracy: 0.8799 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.4372761249542236
	accuracy: 0.9089999794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.525 79.540 72.987 79.866 76.302
	Acc: 0.909 OSCR : 59.869 AUROC_max_val (%): 79.540 AUROC_real (%): 63.601

Epoch 203/600
157/157 - 3s - loss: 1.1533 - accuracy: 0.8799 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9202755093574524
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.850 84.591 77.913 86.610 80.829
	Acc: 0.931 OSCR : 68.048 AUROC_max_val (%): 84.591 AUROC_real (%): 70.880

Epoch 204/600
157/157 - 3s - loss: 1.0944 - accuracy: 0.8843 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8462989330291748
	accuracy: 0.9232500195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.475 79.916 73.775 80.498 76.795
	Acc: 0.923 OSCR : 68.929 AUROC_max_val (%): 79.916 AUROC_real (%): 71.877

Epoch 205/600
157/157 - 3s - loss: 1.1093 - accuracy: 0.8852 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9230573773384094
	accuracy: 0.9202499985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.925 81.388 74.450 82.643 78.358
	Acc: 0.920 OSCR : 63.761 AUROC_max_val (%): 81.388 AUROC_real (%): 66.799

Epoch 206/600
157/157 - 3s - loss: 1.1026 - accuracy: 0.8850 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.4594120979309082
	accuracy: 0.906499981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.975 74.666 68.763 75.279 71.351
	Acc: 0.906 OSCR : 56.023 AUROC_max_val (%): 74.666 AUROC_real (%): 59.615

Epoch 207/600
157/157 - 3s - loss: 1.0833 - accuracy: 0.8854 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9460929036140442
	accuracy: 0.9102500081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.775 84.361 77.800 86.581 80.202
	Acc: 0.910 OSCR : 74.540 AUROC_max_val (%): 84.361 AUROC_real (%): 78.508

Epoch 208/600
157/157 - 3s - loss: 1.0849 - accuracy: 0.8857 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8067576289176941
	accuracy: 0.9194999933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 81.780 75.525 82.705 77.874
	Acc: 0.919 OSCR : 72.852 AUROC_max_val (%): 81.780 AUROC_real (%): 75.994

Epoch 209/600
157/157 - 3s - loss: 1.0548 - accuracy: 0.8891 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9495293498039246
	accuracy: 0.9207500219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.775 81.029 74.188 82.513 77.679
	Acc: 0.921 OSCR : 68.470 AUROC_max_val (%): 81.029 AUROC_real (%): 71.763

Epoch 210/600
157/157 - 3s - loss: 1.0594 - accuracy: 0.8891 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.860809862613678
	accuracy: 0.918749988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.150 81.411 74.838 82.417 78.450
	Acc: 0.919 OSCR : 70.831 AUROC_max_val (%): 81.411 AUROC_real (%): 74.039

Epoch 211/600
157/157 - 3s - loss: 1.0544 - accuracy: 0.8893 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9163268804550171
	accuracy: 0.9185000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.475 84.169 77.362 86.299 80.452
	Acc: 0.918 OSCR : 70.919 AUROC_max_val (%): 84.169 AUROC_real (%): 74.488

Epoch 212/600
157/157 - 3s - loss: 1.0730 - accuracy: 0.8870 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7102268934249878
	accuracy: 0.9317499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.125 82.614 76.025 82.723 79.950
	Acc: 0.932 OSCR : 71.787 AUROC_max_val (%): 82.614 AUROC_real (%): 74.421

Epoch 213/600
157/157 - 3s - loss: 1.0809 - accuracy: 0.8860 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7551037669181824
	accuracy: 0.9252499938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.650 84.784 77.538 86.180 82.290
	Acc: 0.925 OSCR : 75.827 AUROC_max_val (%): 84.784 AUROC_real (%): 79.083

Epoch 214/600
157/157 - 3s - loss: 1.0472 - accuracy: 0.8903 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6714727282524109
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.875 85.542 78.362 87.381 82.449
	Acc: 0.934 OSCR : 75.918 AUROC_max_val (%): 85.542 AUROC_real (%): 78.680

Epoch 215/600
157/157 - 3s - loss: 1.0242 - accuracy: 0.8924 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0512923002243042
	accuracy: 0.9122499823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.850 80.976 74.900 82.775 76.764
	Acc: 0.912 OSCR : 66.195 AUROC_max_val (%): 80.976 AUROC_real (%): 69.707

Epoch 216/600
157/157 - 3s - loss: 1.0784 - accuracy: 0.8857 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8436590433120728
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.950 84.199 77.362 86.056 80.547
	Acc: 0.933 OSCR : 68.047 AUROC_max_val (%): 84.199 AUROC_real (%): 70.652

Epoch 217/600
157/157 - 3s - loss: 1.0436 - accuracy: 0.8929 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1438511610031128
	accuracy: 0.8974999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.250 71.325 65.763 72.930 67.790
	Acc: 0.897 OSCR : 61.770 AUROC_max_val (%): 71.325 AUROC_real (%): 65.000

Epoch 218/600
157/157 - 3s - loss: 1.0173 - accuracy: 0.8920 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9891943335533142
	accuracy: 0.9157500267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.725 77.909 71.937 77.140 75.506
	Acc: 0.916 OSCR : 65.104 AUROC_max_val (%): 77.909 AUROC_real (%): 68.420

Epoch 219/600
157/157 - 3s - loss: 1.0157 - accuracy: 0.8924 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8190733194351196
	accuracy: 0.9202499985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.625 80.461 74.462 80.274 77.215
	Acc: 0.920 OSCR : 72.469 AUROC_max_val (%): 80.461 AUROC_real (%): 75.389

Epoch 220/600
157/157 - 3s - loss: 0.9944 - accuracy: 0.8957 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9487466216087341
	accuracy: 0.9122499823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.725 77.695 71.575 78.922 73.766
	Acc: 0.912 OSCR : 66.366 AUROC_max_val (%): 77.695 AUROC_real (%): 69.440

Epoch 221/600
157/157 - 3s - loss: 1.0188 - accuracy: 0.8927 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8464388251304626
	accuracy: 0.9237499833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.925 85.119 78.450 86.412 81.773
	Acc: 0.924 OSCR : 72.137 AUROC_max_val (%): 85.119 AUROC_real (%): 75.446

Epoch 222/600
157/157 - 3s - loss: 1.0217 - accuracy: 0.8939 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.847241222858429
	accuracy: 0.9175000190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.550 79.260 73.363 77.773 77.082
	Acc: 0.917 OSCR : 72.562 AUROC_max_val (%): 79.260 AUROC_real (%): 75.654

Epoch 223/600
157/157 - 3s - loss: 1.0136 - accuracy: 0.8939 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9548838138580322
	accuracy: 0.9297500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.275 84.048 77.175 85.303 81.145
	Acc: 0.930 OSCR : 64.778 AUROC_max_val (%): 84.048 AUROC_real (%): 67.592

Epoch 224/600
157/157 - 3s - loss: 1.0168 - accuracy: 0.8919 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2617592811584473
	accuracy: 0.9129999876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 79.229 73.075 80.654 75.644
	Acc: 0.913 OSCR : 64.296 AUROC_max_val (%): 79.229 AUROC_real (%): 67.758

Epoch 225/600
157/157 - 3s - loss: 0.9858 - accuracy: 0.8949 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8293882608413696
	accuracy: 0.9225000143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.925 80.793 74.237 81.831 77.612
	Acc: 0.922 OSCR : 73.147 AUROC_max_val (%): 80.793 AUROC_real (%): 76.299

Epoch 226/600
157/157 - 3s - loss: 1.0060 - accuracy: 0.8923 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8548661470413208
	accuracy: 0.9265000224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 82.268 75.275 83.310 79.485
	Acc: 0.926 OSCR : 67.704 AUROC_max_val (%): 82.268 AUROC_real (%): 70.607

Epoch 227/600
157/157 - 3s - loss: 0.9690 - accuracy: 0.8974 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9677993059158325
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.275 77.295 71.088 77.135 74.766
	Acc: 0.916 OSCR : 67.470 AUROC_max_val (%): 77.295 AUROC_real (%): 70.684

Epoch 228/600
157/157 - 3s - loss: 0.9698 - accuracy: 0.8977 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.045626163482666
	accuracy: 0.9192500114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.875 82.419 75.987 84.005 78.540
	Acc: 0.919 OSCR : 67.931 AUROC_max_val (%): 82.419 AUROC_real (%): 71.156

Epoch 229/600
157/157 - 3s - loss: 0.9840 - accuracy: 0.8964 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6944320201873779
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 83.042 76.763 83.915 79.780
	Acc: 0.934 OSCR : 73.842 AUROC_max_val (%): 83.042 AUROC_real (%): 76.378

Epoch 230/600
157/157 - 3s - loss: 0.9479 - accuracy: 0.9003 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7606760263442993
	accuracy: 0.9235000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.850 83.738 77.200 85.416 80.314
	Acc: 0.923 OSCR : 76.822 AUROC_max_val (%): 83.738 AUROC_real (%): 79.897

Epoch 231/600
157/157 - 3s - loss: 0.9737 - accuracy: 0.8985 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6995419263839722
	accuracy: 0.9384999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.575 84.892 78.100 86.154 81.709
	Acc: 0.939 OSCR : 73.238 AUROC_max_val (%): 84.892 AUROC_real (%): 75.759

Epoch 232/600
157/157 - 3s - loss: 0.9864 - accuracy: 0.8958 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8021389245986938
	accuracy: 0.9182500243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.550 83.912 77.075 85.854 80.488
	Acc: 0.918 OSCR : 76.542 AUROC_max_val (%): 83.912 AUROC_real (%): 80.065

Epoch 233/600
157/157 - 3s - loss: 0.9762 - accuracy: 0.8974 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7327388525009155
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.950 86.667 79.862 88.074 83.830
	Acc: 0.936 OSCR : 72.866 AUROC_max_val (%): 86.667 AUROC_real (%): 75.519

Epoch 234/600
157/157 - 3s - loss: 0.9627 - accuracy: 0.8988 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.67580246925354
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.575 83.572 76.925 83.568 81.306
	Acc: 0.932 OSCR : 76.720 AUROC_max_val (%): 83.572 AUROC_real (%): 79.446

Epoch 235/600
157/157 - 3s - loss: 0.9493 - accuracy: 0.9024 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.949484646320343
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.075 79.717 73.512 79.345 77.334
	Acc: 0.927 OSCR : 63.749 AUROC_max_val (%): 79.717 AUROC_real (%): 66.332

Epoch 236/600
157/157 - 3s - loss: 0.9663 - accuracy: 0.8978 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7457776069641113
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.675 81.672 74.713 81.816 79.175
	Acc: 0.935 OSCR : 68.403 AUROC_max_val (%): 81.672 AUROC_real (%): 70.796

Epoch 237/600
157/157 - 3s - loss: 0.9651 - accuracy: 0.8980 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7304716110229492
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.375 85.014 78.500 86.453 81.679
	Acc: 0.932 OSCR : 78.993 AUROC_max_val (%): 85.014 AUROC_real (%): 82.055

Epoch 238/600
157/157 - 3s - loss: 0.9619 - accuracy: 0.8986 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7445042729377747
	accuracy: 0.9292500019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.000 80.133 73.900 81.075 76.883
	Acc: 0.929 OSCR : 69.814 AUROC_max_val (%): 80.133 AUROC_real (%): 72.321

Epoch 239/600
157/157 - 3s - loss: 0.9273 - accuracy: 0.9032 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.901613175868988
	accuracy: 0.9252499938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.025 85.267 77.987 86.755 82.051
	Acc: 0.925 OSCR : 70.480 AUROC_max_val (%): 85.267 AUROC_real (%): 73.768

Epoch 240/600
157/157 - 3s - loss: 0.9582 - accuracy: 0.8984 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7295806407928467
	accuracy: 0.9384999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.150 81.047 74.375 80.319 78.837
	Acc: 0.939 OSCR : 66.888 AUROC_max_val (%): 81.047 AUROC_real (%): 69.178

Epoch 241/600
157/157 - 3s - loss: 0.9482 - accuracy: 0.8993 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9025657176971436
	accuracy: 0.9272500276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.650 81.912 75.350 82.705 78.939
	Acc: 0.927 OSCR : 64.012 AUROC_max_val (%): 81.912 AUROC_real (%): 66.615

Epoch 242/600
157/157 - 3s - loss: 0.9404 - accuracy: 0.9003 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6239627599716187
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.425 83.792 77.512 84.162 80.586
	Acc: 0.941 OSCR : 77.011 AUROC_max_val (%): 83.792 AUROC_real (%): 79.331

Epoch 243/600
157/157 - 3s - loss: 0.9499 - accuracy: 0.8992 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7216150760650635
	accuracy: 0.9312499761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.975 82.485 75.913 80.702 80.460
	Acc: 0.931 OSCR : 71.095 AUROC_max_val (%): 82.485 AUROC_real (%): 73.792

Epoch 244/600
157/157 - 3s - loss: 0.8942 - accuracy: 0.9058 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9394680857658386
	accuracy: 0.9194999933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.100 71.288 67.013 68.479 69.406
	Acc: 0.919 OSCR : 62.270 AUROC_max_val (%): 71.288 AUROC_real (%): 64.819

Epoch 245/600
157/157 - 3s - loss: 0.9104 - accuracy: 0.9044 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7564963698387146
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.425 80.230 73.750 80.613 77.239
	Acc: 0.933 OSCR : 69.069 AUROC_max_val (%): 80.230 AUROC_real (%): 71.350

Epoch 246/600
157/157 - 3s - loss: 0.9004 - accuracy: 0.9046 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7405617237091064
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 84.555 77.300 85.345 82.140
	Acc: 0.934 OSCR : 69.832 AUROC_max_val (%): 84.555 AUROC_real (%): 72.444

Epoch 247/600
157/157 - 3s - loss: 0.9231 - accuracy: 0.9031 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8309142589569092
	accuracy: 0.9212499856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.950 79.794 72.763 81.101 76.633
	Acc: 0.921 OSCR : 69.326 AUROC_max_val (%): 79.794 AUROC_real (%): 72.351

Epoch 248/600
157/157 - 3s - loss: 0.9104 - accuracy: 0.9046 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2488594055175781
	accuracy: 0.906499981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.575 82.905 75.300 84.526 80.391
	Acc: 0.906 OSCR : 63.556 AUROC_max_val (%): 82.905 AUROC_real (%): 67.723

Epoch 249/600
157/157 - 3s - loss: 0.8861 - accuracy: 0.9066 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7420878410339355
	accuracy: 0.9297500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.325 82.649 76.263 83.722 79.216
	Acc: 0.930 OSCR : 73.173 AUROC_max_val (%): 82.649 AUROC_real (%): 75.923

Epoch 250/600
157/157 - 3s - loss: 0.8877 - accuracy: 0.9069 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0154833793640137
	accuracy: 0.9185000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.675 83.157 75.888 85.282 79.809
	Acc: 0.918 OSCR : 64.621 AUROC_max_val (%): 83.157 AUROC_real (%): 67.926

Epoch 251/600
157/157 - 3s - loss: 0.8865 - accuracy: 0.9062 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7487055063247681
	accuracy: 0.9304999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.175 82.148 75.688 82.824 78.482
	Acc: 0.930 OSCR : 72.577 AUROC_max_val (%): 82.148 AUROC_real (%): 75.242

Epoch 252/600
157/157 - 3s - loss: 0.8834 - accuracy: 0.9057 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6545703411102295
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.225 83.478 77.375 82.814 80.520
	Acc: 0.938 OSCR : 73.994 AUROC_max_val (%): 83.478 AUROC_real (%): 76.336

Epoch 253/600
157/157 - 3s - loss: 0.8865 - accuracy: 0.9061 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7062158584594727
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.675 83.957 77.550 84.222 80.957
	Acc: 0.938 OSCR : 70.535 AUROC_max_val (%): 83.957 AUROC_real (%): 72.982

Epoch 254/600
157/157 - 3s - loss: 0.8877 - accuracy: 0.9052 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8195244669914246
	accuracy: 0.9212499856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.750 78.963 72.750 78.952 76.363
	Acc: 0.921 OSCR : 69.739 AUROC_max_val (%): 78.963 AUROC_real (%): 72.705

Epoch 255/600
157/157 - 3s - loss: 0.8891 - accuracy: 0.9051 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8320657014846802
	accuracy: 0.9277499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.675 81.180 74.375 82.631 78.058
	Acc: 0.928 OSCR : 65.192 AUROC_max_val (%): 81.180 AUROC_real (%): 67.821

Epoch 256/600
157/157 - 3s - loss: 0.8696 - accuracy: 0.9086 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7195754647254944
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.000 82.117 75.888 81.942 79.143
	Acc: 0.938 OSCR : 70.818 AUROC_max_val (%): 82.117 AUROC_real (%): 73.292

Epoch 257/600
157/157 - 3s - loss: 0.8817 - accuracy: 0.9079 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.796147346496582
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.675 86.179 79.025 87.514 83.974
	Acc: 0.936 OSCR : 67.909 AUROC_max_val (%): 86.179 AUROC_real (%): 70.718

Epoch 258/600
157/157 - 3s - loss: 0.8351 - accuracy: 0.9121 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8331174254417419
	accuracy: 0.9197499752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.600 77.659 71.600 78.683 73.748
	Acc: 0.920 OSCR : 69.256 AUROC_max_val (%): 77.659 AUROC_real (%): 72.046

Epoch 259/600
157/157 - 3s - loss: 0.8705 - accuracy: 0.9092 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7415117025375366
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 86.374 79.188 87.726 83.819
	Acc: 0.927 OSCR : 75.736 AUROC_max_val (%): 86.374 AUROC_real (%): 79.095

Epoch 260/600
157/157 - 3s - loss: 0.8760 - accuracy: 0.9079 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9963123798370361
	accuracy: 0.9254999756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.400 77.962 72.200 77.191 75.480
	Acc: 0.925 OSCR : 61.278 AUROC_max_val (%): 77.962 AUROC_real (%): 64.278

Epoch 261/600
157/157 - 3s - loss: 0.8695 - accuracy: 0.9075 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6993048191070557
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.275 83.573 76.788 83.411 81.365
	Acc: 0.935 OSCR : 72.514 AUROC_max_val (%): 83.573 AUROC_real (%): 75.091

Epoch 262/600
157/157 - 3s - loss: 0.8715 - accuracy: 0.9092 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7879960536956787
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.050 81.324 75.200 80.563 78.254
	Acc: 0.935 OSCR : 67.281 AUROC_max_val (%): 81.324 AUROC_real (%): 69.767

Epoch 263/600
157/157 - 3s - loss: 0.8578 - accuracy: 0.9090 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7080519199371338
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.750 81.115 74.713 79.412 79.120
	Acc: 0.933 OSCR : 74.047 AUROC_max_val (%): 81.115 AUROC_real (%): 76.756

Epoch 264/600
157/157 - 3s - loss: 0.8493 - accuracy: 0.9107 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9131093621253967
	accuracy: 0.9235000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.650 75.661 70.663 74.157 72.790
	Acc: 0.923 OSCR : 66.077 AUROC_max_val (%): 75.661 AUROC_real (%): 68.680

Epoch 265/600
157/157 - 3s - loss: 0.8416 - accuracy: 0.9125 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9373599290847778
	accuracy: 0.921750009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 81.439 75.113 82.265 78.032
	Acc: 0.922 OSCR : 67.655 AUROC_max_val (%): 81.439 AUROC_real (%): 70.940

Epoch 266/600
157/157 - 3s - loss: 0.8351 - accuracy: 0.9115 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6235787272453308
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.225 86.586 79.913 87.041 84.601
	Acc: 0.942 OSCR : 76.235 AUROC_max_val (%): 86.586 AUROC_real (%): 78.690

Epoch 267/600
157/157 - 3s - loss: 0.8500 - accuracy: 0.9095 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7306932806968689
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.150 83.280 76.613 83.171 80.619
	Acc: 0.930 OSCR : 75.167 AUROC_max_val (%): 83.280 AUROC_real (%): 77.962

Epoch 268/600
157/157 - 3s - loss: 0.8421 - accuracy: 0.9115 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7156323194503784
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.525 85.329 78.038 86.075 83.596
	Acc: 0.935 OSCR : 72.246 AUROC_max_val (%): 85.329 AUROC_real (%): 74.995

Epoch 269/600
157/157 - 3s - loss: 0.8265 - accuracy: 0.9137 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8225107789039612
	accuracy: 0.9312499761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.575 80.809 74.275 80.412 78.575
	Acc: 0.931 OSCR : 68.622 AUROC_max_val (%): 80.809 AUROC_real (%): 71.468

Epoch 270/600
157/157 - 3s - loss: 0.8369 - accuracy: 0.9115 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6233397722244263
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.325 84.378 77.412 84.536 82.364
	Acc: 0.944 OSCR : 71.545 AUROC_max_val (%): 84.378 AUROC_real (%): 73.869

Epoch 271/600
157/157 - 3s - loss: 0.8301 - accuracy: 0.9111 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0072494745254517
	accuracy: 0.9042500257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.850 81.380 74.850 82.779 77.469
	Acc: 0.904 OSCR : 73.125 AUROC_max_val (%): 81.380 AUROC_real (%): 77.246

Epoch 272/600
157/157 - 3s - loss: 0.8098 - accuracy: 0.9137 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.710028886795044
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 82.570 76.100 81.638 81.062
	Acc: 0.945 OSCR : 69.053 AUROC_max_val (%): 82.570 AUROC_real (%): 71.234

Epoch 273/600
157/157 - 3s - loss: 0.8181 - accuracy: 0.9140 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8381296396255493
	accuracy: 0.9282500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.575 76.551 71.100 75.431 73.428
	Acc: 0.928 OSCR : 63.952 AUROC_max_val (%): 76.551 AUROC_real (%): 66.530

Epoch 274/600
157/157 - 3s - loss: 0.7958 - accuracy: 0.9150 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7322208285331726
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.150 84.702 77.812 86.004 81.689
	Acc: 0.938 OSCR : 68.918 AUROC_max_val (%): 84.702 AUROC_real (%): 71.270

Epoch 275/600
157/157 - 3s - loss: 0.8175 - accuracy: 0.9136 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6590874195098877
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 86.990 79.388 88.139 84.979
	Acc: 0.940 OSCR : 72.750 AUROC_max_val (%): 86.990 AUROC_real (%): 75.294

Epoch 276/600
157/157 - 3s - loss: 0.7959 - accuracy: 0.9154 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8339975476264954
	accuracy: 0.9307500123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.425 79.338 72.263 79.173 77.436
	Acc: 0.931 OSCR : 66.957 AUROC_max_val (%): 79.338 AUROC_real (%): 69.895

Epoch 277/600
157/157 - 3s - loss: 0.8102 - accuracy: 0.9141 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7290164232254028
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.050 83.300 76.250 84.298 80.511
	Acc: 0.936 OSCR : 67.895 AUROC_max_val (%): 83.300 AUROC_real (%): 70.361

Epoch 278/600
157/157 - 3s - loss: 0.7635 - accuracy: 0.9189 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6943007707595825
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.825 79.170 72.638 78.770 77.120
	Acc: 0.936 OSCR : 66.468 AUROC_max_val (%): 79.170 AUROC_real (%): 68.695

Epoch 279/600
157/157 - 3s - loss: 0.8030 - accuracy: 0.9140 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.592878520488739
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.175 85.958 79.088 86.566 83.801
	Acc: 0.942 OSCR : 77.402 AUROC_max_val (%): 85.958 AUROC_real (%): 79.829

Epoch 280/600
157/157 - 3s - loss: 0.7941 - accuracy: 0.9164 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6566006541252136
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.375 87.478 80.200 88.673 85.255
	Acc: 0.947 OSCR : 70.982 AUROC_max_val (%): 87.478 AUROC_real (%): 73.238

Epoch 281/600
157/157 - 3s - loss: 0.7675 - accuracy: 0.9187 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.588420033454895
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.925 81.394 74.125 80.433 80.442
	Acc: 0.943 OSCR : 72.872 AUROC_max_val (%): 81.394 AUROC_real (%): 75.063

Epoch 282/600
157/157 - 3s - loss: 0.7875 - accuracy: 0.9151 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8718600273132324
	accuracy: 0.921500027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.950 84.367 77.838 86.320 79.583
	Acc: 0.921 OSCR : 70.312 AUROC_max_val (%): 84.367 AUROC_real (%): 73.601

Epoch 283/600
157/157 - 3s - loss: 0.7665 - accuracy: 0.9194 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5941780805587769
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.100 88.716 81.987 90.146 86.172
	Acc: 0.941 OSCR : 79.348 AUROC_max_val (%): 88.716 AUROC_real (%): 81.892

Epoch 284/600
157/157 - 3s - loss: 0.7922 - accuracy: 0.9173 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6200720071792603
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.025 82.148 75.613 81.660 80.480
	Acc: 0.944 OSCR : 73.179 AUROC_max_val (%): 82.148 AUROC_real (%): 75.486

Epoch 285/600
157/157 - 3s - loss: 0.7619 - accuracy: 0.9201 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6503421664237976
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.550 84.237 77.787 84.805 81.920
	Acc: 0.942 OSCR : 72.338 AUROC_max_val (%): 84.237 AUROC_real (%): 74.738

Epoch 286/600
157/157 - 3s - loss: 0.7938 - accuracy: 0.9168 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7607196569442749
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.950 84.789 78.588 85.971 81.662
	Acc: 0.931 OSCR : 69.982 AUROC_max_val (%): 84.789 AUROC_real (%): 72.871

Epoch 287/600
157/157 - 3s - loss: 0.7749 - accuracy: 0.9189 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8777077198028564
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.150 81.464 75.275 82.285 78.217
	Acc: 0.927 OSCR : 65.553 AUROC_max_val (%): 81.464 AUROC_real (%): 68.324

Epoch 288/600
157/157 - 3s - loss: 0.7599 - accuracy: 0.9212 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6154788136482239
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.975 87.227 80.025 88.711 85.001
	Acc: 0.941 OSCR : 74.539 AUROC_max_val (%): 87.227 AUROC_real (%): 77.053

Epoch 289/600
157/157 - 3s - loss: 0.7682 - accuracy: 0.9187 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7373682260513306
	accuracy: 0.9317499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.675 83.533 76.237 84.805 81.252
	Acc: 0.932 OSCR : 70.011 AUROC_max_val (%): 83.533 AUROC_real (%): 72.668

Epoch 290/600
157/157 - 3s - loss: 0.7585 - accuracy: 0.9189 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5783556699752808
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 84.349 76.525 85.536 81.917
	Acc: 0.942 OSCR : 74.483 AUROC_max_val (%): 84.349 AUROC_real (%): 76.710

Epoch 291/600
157/157 - 3s - loss: 0.7522 - accuracy: 0.9211 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6441887021064758
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.550 86.308 79.313 87.749 83.660
	Acc: 0.944 OSCR : 73.650 AUROC_max_val (%): 86.308 AUROC_real (%): 76.081

Epoch 292/600
157/157 - 3s - loss: 0.7579 - accuracy: 0.9204 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6416595578193665
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.750 79.739 73.112 80.177 77.536
	Acc: 0.941 OSCR : 67.178 AUROC_max_val (%): 79.739 AUROC_real (%): 69.182

Epoch 293/600
157/157 - 3s - loss: 0.7347 - accuracy: 0.9232 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.722471296787262
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.775 85.088 78.775 86.430 81.452
	Acc: 0.939 OSCR : 71.350 AUROC_max_val (%): 85.088 AUROC_real (%): 73.822

Epoch 294/600
157/157 - 3s - loss: 0.7413 - accuracy: 0.9223 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7113908529281616
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.975 83.399 76.362 85.079 80.472
	Acc: 0.936 OSCR : 69.145 AUROC_max_val (%): 83.399 AUROC_real (%): 71.465

Epoch 295/600
157/157 - 3s - loss: 0.7516 - accuracy: 0.9204 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6902977824211121
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.800 81.414 75.325 81.486 78.549
	Acc: 0.936 OSCR : 70.423 AUROC_max_val (%): 81.414 AUROC_real (%): 72.708

Epoch 296/600
157/157 - 3s - loss: 0.7247 - accuracy: 0.9233 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6336779594421387
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.150 79.783 73.550 79.272 77.092
	Acc: 0.940 OSCR : 73.057 AUROC_max_val (%): 79.783 AUROC_real (%): 75.323

Epoch 297/600
157/157 - 3s - loss: 0.7181 - accuracy: 0.9254 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.567533552646637
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 85.929 78.638 86.984 83.456
	Acc: 0.946 OSCR : 73.389 AUROC_max_val (%): 85.929 AUROC_real (%): 75.433

Epoch 298/600
157/157 - 3s - loss: 0.7399 - accuracy: 0.9210 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5840697288513184
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.050 88.230 81.350 90.071 85.036
	Acc: 0.946 OSCR : 76.106 AUROC_max_val (%): 88.230 AUROC_real (%): 78.355

Epoch 299/600
157/157 - 3s - loss: 0.7270 - accuracy: 0.9233 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6168016791343689
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.975 84.972 78.788 85.906 81.750
	Acc: 0.941 OSCR : 74.672 AUROC_max_val (%): 84.972 AUROC_real (%): 77.028

Epoch 300/600
157/157 - 3s - loss: 0.7217 - accuracy: 0.9240 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6405770778656006
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.375 85.294 78.412 86.107 83.151
	Acc: 0.939 OSCR : 72.537 AUROC_max_val (%): 85.294 AUROC_real (%): 75.000

Epoch 301/600
157/157 - 3s - loss: 0.7188 - accuracy: 0.9245 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6583034992218018
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.025 85.784 78.775 87.667 82.701
	Acc: 0.942 OSCR : 68.815 AUROC_max_val (%): 85.784 AUROC_real (%): 71.035

Epoch 302/600
157/157 - 3s - loss: 0.7243 - accuracy: 0.9239 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6718366146087646
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.725 85.557 78.350 87.291 82.696
	Acc: 0.945 OSCR : 69.682 AUROC_max_val (%): 85.557 AUROC_real (%): 71.843

Epoch 303/600
157/157 - 3s - loss: 0.6988 - accuracy: 0.9269 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6525835990905762
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.625 86.484 79.250 87.934 83.835
	Acc: 0.939 OSCR : 71.673 AUROC_max_val (%): 86.484 AUROC_real (%): 74.055

Epoch 304/600
157/157 - 3s - loss: 0.6917 - accuracy: 0.9261 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5713321566581726
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.475 82.217 75.900 80.490 80.783
	Acc: 0.948 OSCR : 74.262 AUROC_max_val (%): 82.217 AUROC_real (%): 76.362

Epoch 305/600
157/157 - 3s - loss: 0.7125 - accuracy: 0.9238 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6690424680709839
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.075 83.284 77.013 83.918 80.429
	Acc: 0.939 OSCR : 71.445 AUROC_max_val (%): 83.284 AUROC_real (%): 73.813

Epoch 306/600
157/157 - 3s - loss: 0.7005 - accuracy: 0.9255 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6164363026618958
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.350 84.790 77.938 86.177 81.535
	Acc: 0.940 OSCR : 76.529 AUROC_max_val (%): 84.790 AUROC_real (%): 78.898

Epoch 307/600
157/157 - 3s - loss: 0.7024 - accuracy: 0.9257 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.572319507598877
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.075 85.734 78.913 86.079 83.513
	Acc: 0.944 OSCR : 74.582 AUROC_max_val (%): 85.734 AUROC_real (%): 76.822

Epoch 308/600
157/157 - 3s - loss: 0.6867 - accuracy: 0.9275 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6536600589752197
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.450 82.918 76.513 83.680 79.791
	Acc: 0.938 OSCR : 74.849 AUROC_max_val (%): 82.918 AUROC_real (%): 77.347

Epoch 309/600
157/157 - 3s - loss: 0.6842 - accuracy: 0.9269 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5909683704376221
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.475 84.603 77.562 85.713 81.776
	Acc: 0.944 OSCR : 74.113 AUROC_max_val (%): 84.603 AUROC_real (%): 76.217

Epoch 310/600
157/157 - 3s - loss: 0.6920 - accuracy: 0.9263 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5714979767799377
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.375 83.833 77.138 83.823 82.031
	Acc: 0.946 OSCR : 71.105 AUROC_max_val (%): 83.833 AUROC_real (%): 73.194

Epoch 311/600
157/157 - 3s - loss: 0.6750 - accuracy: 0.9286 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6368235945701599
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.875 84.727 77.525 85.777 82.407
	Acc: 0.942 OSCR : 71.379 AUROC_max_val (%): 84.727 AUROC_real (%): 73.685

Epoch 312/600
157/157 - 3s - loss: 0.6777 - accuracy: 0.9293 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5556081533432007
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.075 86.952 79.588 88.214 84.723
	Acc: 0.946 OSCR : 77.192 AUROC_max_val (%): 86.952 AUROC_real (%): 79.527

Epoch 313/600
157/157 - 3s - loss: 0.6912 - accuracy: 0.9280 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6162832975387573
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.625 83.002 76.400 82.284 81.308
	Acc: 0.942 OSCR : 71.699 AUROC_max_val (%): 83.002 AUROC_real (%): 74.025

Epoch 314/600
157/157 - 3s - loss: 0.6647 - accuracy: 0.9290 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6387113928794861
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 85.588 78.650 86.013 83.855
	Acc: 0.941 OSCR : 75.498 AUROC_max_val (%): 85.588 AUROC_real (%): 78.111

Epoch 315/600
157/157 - 3s - loss: 0.6774 - accuracy: 0.9276 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.688964307308197
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.448 78.650 86.145 82.967
	Acc: 0.936 OSCR : 72.095 AUROC_max_val (%): 85.448 AUROC_real (%): 74.748

Epoch 316/600
157/157 - 3s - loss: 0.6744 - accuracy: 0.9291 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5842801928520203
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.775 87.164 80.137 88.327 85.033
	Acc: 0.944 OSCR : 74.535 AUROC_max_val (%): 87.164 AUROC_real (%): 76.860

Epoch 317/600
157/157 - 3s - loss: 0.6549 - accuracy: 0.9301 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7034056186676025
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.450 82.741 76.537 82.720 79.767
	Acc: 0.936 OSCR : 71.269 AUROC_max_val (%): 82.741 AUROC_real (%): 73.876

Epoch 318/600
157/157 - 3s - loss: 0.6498 - accuracy: 0.9322 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5751193165779114
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.875 86.397 79.500 86.427 84.695
	Acc: 0.951 OSCR : 73.354 AUROC_max_val (%): 86.397 AUROC_real (%): 75.401

Epoch 319/600
157/157 - 3s - loss: 0.6669 - accuracy: 0.9301 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5959269404411316
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.675 84.436 77.562 84.782 82.650
	Acc: 0.947 OSCR : 72.847 AUROC_max_val (%): 84.436 AUROC_real (%): 75.019

Epoch 320/600
157/157 - 3s - loss: 0.6479 - accuracy: 0.9326 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5748354196548462
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.650 85.006 78.025 84.995 83.061
	Acc: 0.947 OSCR : 74.465 AUROC_max_val (%): 85.006 AUROC_real (%): 76.561

Epoch 321/600
157/157 - 3s - loss: 0.6604 - accuracy: 0.9297 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5840256214141846
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.775 81.547 75.275 80.469 79.824
	Acc: 0.943 OSCR : 71.838 AUROC_max_val (%): 81.547 AUROC_real (%): 73.862

Epoch 322/600
157/157 - 3s - loss: 0.6641 - accuracy: 0.9288 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5775030851364136
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.175 84.373 77.625 83.639 83.174
	Acc: 0.950 OSCR : 71.407 AUROC_max_val (%): 84.373 AUROC_real (%): 73.436

Epoch 323/600
157/157 - 3s - loss: 0.6385 - accuracy: 0.9339 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5578065514564514
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.725 84.416 77.913 84.182 82.523
	Acc: 0.949 OSCR : 71.604 AUROC_max_val (%): 84.416 AUROC_real (%): 73.531

Epoch 324/600
157/157 - 3s - loss: 0.6405 - accuracy: 0.9306 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5543665289878845
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.400 86.634 79.562 87.791 84.367
	Acc: 0.948 OSCR : 73.361 AUROC_max_val (%): 86.634 AUROC_real (%): 75.407

Epoch 325/600
157/157 - 3s - loss: 0.6602 - accuracy: 0.9304 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5729440450668335
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.575 85.340 78.638 85.268 83.586
	Acc: 0.948 OSCR : 74.111 AUROC_max_val (%): 85.340 AUROC_real (%): 76.267

Epoch 326/600
157/157 - 3s - loss: 0.6426 - accuracy: 0.9325 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5330638289451599
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.075 81.598 75.550 80.111 80.155
	Acc: 0.951 OSCR : 72.036 AUROC_max_val (%): 81.598 AUROC_real (%): 73.915

Epoch 327/600
157/157 - 3s - loss: 0.6304 - accuracy: 0.9331 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5829678177833557
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.025 80.961 74.500 80.291 79.067
	Acc: 0.951 OSCR : 69.935 AUROC_max_val (%): 80.961 AUROC_real (%): 71.826

Epoch 328/600
157/157 - 3s - loss: 0.6246 - accuracy: 0.9345 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5628283023834229
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.275 85.883 78.900 86.649 83.427
	Acc: 0.946 OSCR : 75.461 AUROC_max_val (%): 85.883 AUROC_real (%): 77.703

Epoch 329/600
157/157 - 3s - loss: 0.6163 - accuracy: 0.9356 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5836179256439209
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.125 84.008 77.200 84.679 82.123
	Acc: 0.944 OSCR : 70.548 AUROC_max_val (%): 84.008 AUROC_real (%): 72.688

Epoch 330/600
157/157 - 3s - loss: 0.6181 - accuracy: 0.9362 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6773409247398376
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.925 82.913 76.350 83.526 80.198
	Acc: 0.936 OSCR : 70.291 AUROC_max_val (%): 82.913 AUROC_real (%): 72.641

Epoch 331/600
157/157 - 3s - loss: 0.6302 - accuracy: 0.9339 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5264673233032227
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.125 85.679 79.113 85.831 83.794
	Acc: 0.951 OSCR : 73.963 AUROC_max_val (%): 85.679 AUROC_real (%): 75.966

Epoch 332/600
157/157 - 3s - loss: 0.6154 - accuracy: 0.9357 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5690632462501526
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.275 82.538 76.100 82.057 80.534
	Acc: 0.944 OSCR : 71.766 AUROC_max_val (%): 82.538 AUROC_real (%): 73.839

Epoch 333/600
157/157 - 3s - loss: 0.6092 - accuracy: 0.9360 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.533366858959198
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.725 85.353 78.775 85.051 83.522
	Acc: 0.949 OSCR : 75.759 AUROC_max_val (%): 85.353 AUROC_real (%): 77.901

Epoch 334/600
157/157 - 3s - loss: 0.6244 - accuracy: 0.9330 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5489775538444519
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 83.872 77.300 84.173 81.513
	Acc: 0.947 OSCR : 74.931 AUROC_max_val (%): 83.872 AUROC_real (%): 76.938

Epoch 335/600
157/157 - 3s - loss: 0.5967 - accuracy: 0.9366 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5532993078231812
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.775 79.693 73.825 77.681 78.416
	Acc: 0.944 OSCR : 74.066 AUROC_max_val (%): 79.693 AUROC_real (%): 76.053

Epoch 336/600
157/157 - 3s - loss: 0.6003 - accuracy: 0.9365 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5175529718399048
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.250 84.826 77.838 85.404 82.995
	Acc: 0.949 OSCR : 75.106 AUROC_max_val (%): 84.826 AUROC_real (%): 77.122

Epoch 337/600
157/157 - 3s - loss: 0.6056 - accuracy: 0.9358 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5035194754600525
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.175 84.021 77.438 83.581 82.488
	Acc: 0.952 OSCR : 75.422 AUROC_max_val (%): 84.021 AUROC_real (%): 77.343

Epoch 338/600
157/157 - 3s - loss: 0.5945 - accuracy: 0.9365 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5124770998954773
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 83.954 77.263 82.958 82.863
	Acc: 0.955 OSCR : 74.431 AUROC_max_val (%): 83.954 AUROC_real (%): 76.391

Epoch 339/600
157/157 - 3s - loss: 0.5976 - accuracy: 0.9367 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5214375853538513
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.925 83.985 77.162 83.138 82.822
	Acc: 0.950 OSCR : 75.147 AUROC_max_val (%): 83.985 AUROC_real (%): 77.139

Epoch 340/600
157/157 - 3s - loss: 0.6056 - accuracy: 0.9351 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5461912751197815
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.125 83.056 76.788 81.626 82.063
	Acc: 0.951 OSCR : 70.595 AUROC_max_val (%): 83.056 AUROC_real (%): 72.426

Epoch 341/600
157/157 - 3s - loss: 0.6049 - accuracy: 0.9358 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5148880481719971
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 84.178 78.050 83.980 82.340
	Acc: 0.950 OSCR : 73.799 AUROC_max_val (%): 84.178 AUROC_real (%): 75.699

Epoch 342/600
157/157 - 3s - loss: 0.5986 - accuracy: 0.9357 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4623763859272003
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.275 83.628 77.038 82.278 82.690
	Acc: 0.955 OSCR : 76.358 AUROC_max_val (%): 83.628 AUROC_real (%): 78.161

Epoch 343/600
157/157 - 3s - loss: 0.5852 - accuracy: 0.9376 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5475409626960754
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.925 83.948 77.713 83.086 82.404
	Acc: 0.948 OSCR : 73.506 AUROC_max_val (%): 83.948 AUROC_real (%): 75.538

Epoch 344/600
157/157 - 3s - loss: 0.5830 - accuracy: 0.9382 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5113367438316345
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 83.369 77.212 82.096 82.230
	Acc: 0.951 OSCR : 75.702 AUROC_max_val (%): 83.369 AUROC_real (%): 77.648

Epoch 345/600
157/157 - 3s - loss: 0.5915 - accuracy: 0.9384 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5366822481155396
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 86.226 79.312 86.704 84.716
	Acc: 0.948 OSCR : 75.582 AUROC_max_val (%): 86.226 AUROC_real (%): 77.813

Epoch 346/600
157/157 - 3s - loss: 0.5917 - accuracy: 0.9369 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5250940918922424
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.925 84.702 77.700 84.180 83.533
	Acc: 0.950 OSCR : 75.643 AUROC_max_val (%): 84.702 AUROC_real (%): 77.715

Epoch 347/600
157/157 - 3s - loss: 0.5819 - accuracy: 0.9387 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5202521681785583
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.725 87.423 79.900 87.731 85.929
	Acc: 0.952 OSCR : 75.723 AUROC_max_val (%): 87.423 AUROC_real (%): 77.803

Epoch 348/600
157/157 - 3s - loss: 0.5854 - accuracy: 0.9388 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5139499306678772
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 86.595 79.688 87.338 84.826
	Acc: 0.951 OSCR : 75.586 AUROC_max_val (%): 86.595 AUROC_real (%): 77.584

Epoch 349/600
157/157 - 3s - loss: 0.5767 - accuracy: 0.9390 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5557158589363098
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.325 85.656 79.038 86.053 83.872
	Acc: 0.949 OSCR : 74.280 AUROC_max_val (%): 85.656 AUROC_real (%): 76.478

Epoch 350/600
157/157 - 3s - loss: 0.5724 - accuracy: 0.9391 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5734135508537292
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.675 83.668 76.963 83.412 81.870
	Acc: 0.947 OSCR : 75.128 AUROC_max_val (%): 83.668 AUROC_real (%): 77.367

Epoch 351/600
157/157 - 3s - loss: 0.5561 - accuracy: 0.9413 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49775588512420654
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.750 84.039 77.875 82.936 82.807
	Acc: 0.953 OSCR : 75.326 AUROC_max_val (%): 84.039 AUROC_real (%): 77.271

Epoch 352/600
157/157 - 3s - loss: 0.5549 - accuracy: 0.9401 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5015877485275269
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.875 83.390 77.175 81.708 82.231
	Acc: 0.954 OSCR : 73.475 AUROC_max_val (%): 83.390 AUROC_real (%): 75.334

Epoch 353/600
157/157 - 3s - loss: 0.5666 - accuracy: 0.9391 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5054503083229065
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.150 85.827 79.025 85.738 84.227
	Acc: 0.954 OSCR : 75.995 AUROC_max_val (%): 85.827 AUROC_real (%): 77.979

Epoch 354/600
157/157 - 3s - loss: 0.5628 - accuracy: 0.9393 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5097669959068298
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.950 85.144 78.300 85.150 83.498
	Acc: 0.953 OSCR : 74.776 AUROC_max_val (%): 85.144 AUROC_real (%): 76.754

Epoch 355/600
157/157 - 3s - loss: 0.5594 - accuracy: 0.9409 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5232840776443481
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.750 84.556 77.950 84.612 82.934
	Acc: 0.952 OSCR : 73.493 AUROC_max_val (%): 84.556 AUROC_real (%): 75.441

Epoch 356/600
157/157 - 3s - loss: 0.5586 - accuracy: 0.9409 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48238372802734375
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.350 82.107 75.987 80.486 80.815
	Acc: 0.955 OSCR : 74.478 AUROC_max_val (%): 82.107 AUROC_real (%): 76.242

Epoch 357/600
157/157 - 3s - loss: 0.5748 - accuracy: 0.9392 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4890501797199249
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.950 83.359 76.737 82.590 82.132
	Acc: 0.954 OSCR : 74.676 AUROC_max_val (%): 83.359 AUROC_real (%): 76.459

Epoch 358/600
157/157 - 3s - loss: 0.5649 - accuracy: 0.9398 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4609017074108124
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.275 84.901 78.012 84.624 83.490
	Acc: 0.956 OSCR : 75.730 AUROC_max_val (%): 84.901 AUROC_real (%): 77.491

Epoch 359/600
157/157 - 3s - loss: 0.5444 - accuracy: 0.9432 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46917417645454407
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.950 86.063 79.400 86.114 84.162
	Acc: 0.956 OSCR : 77.805 AUROC_max_val (%): 86.063 AUROC_real (%): 79.637

Epoch 360/600
157/157 - 3s - loss: 0.5444 - accuracy: 0.9430 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4932306110858917
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.375 84.275 77.775 83.849 82.610
	Acc: 0.953 OSCR : 76.078 AUROC_max_val (%): 84.275 AUROC_real (%): 77.990

Epoch 361/600
157/157 - 3s - loss: 0.5600 - accuracy: 0.9409 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4923522174358368
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.125 84.318 77.612 84.119 82.588
	Acc: 0.952 OSCR : 74.272 AUROC_max_val (%): 84.318 AUROC_real (%): 76.101

Epoch 362/600
157/157 - 3s - loss: 0.5250 - accuracy: 0.9442 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5005016326904297
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.125 84.189 77.463 83.857 82.588
	Acc: 0.953 OSCR : 73.691 AUROC_max_val (%): 84.189 AUROC_real (%): 75.550

Epoch 363/600
157/157 - 3s - loss: 0.5468 - accuracy: 0.9436 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5099014639854431
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.050 84.274 77.638 84.013 82.738
	Acc: 0.952 OSCR : 74.106 AUROC_max_val (%): 84.274 AUROC_real (%): 76.002

Epoch 364/600
157/157 - 3s - loss: 0.5432 - accuracy: 0.9429 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5139313340187073
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.725 81.383 75.100 80.022 80.162
	Acc: 0.948 OSCR : 72.629 AUROC_max_val (%): 81.383 AUROC_real (%): 74.459

Epoch 365/600
157/157 - 3s - loss: 0.5470 - accuracy: 0.9412 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4918128252029419
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.150 84.109 77.613 83.171 82.734
	Acc: 0.954 OSCR : 74.114 AUROC_max_val (%): 84.109 AUROC_real (%): 75.934

Epoch 366/600
157/157 - 3s - loss: 0.5435 - accuracy: 0.9423 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47710317373275757
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.900 85.567 78.550 85.792 83.890
	Acc: 0.953 OSCR : 75.556 AUROC_max_val (%): 85.567 AUROC_real (%): 77.395

Epoch 367/600
157/157 - 3s - loss: 0.5415 - accuracy: 0.9415 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4603014588356018
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 85.894 78.837 85.623 84.459
	Acc: 0.956 OSCR : 76.123 AUROC_max_val (%): 85.894 AUROC_real (%): 77.909

Epoch 368/600
157/157 - 3s - loss: 0.5408 - accuracy: 0.9435 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4725230932235718
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.550 84.684 77.763 84.075 83.413
	Acc: 0.954 OSCR : 75.448 AUROC_max_val (%): 84.684 AUROC_real (%): 77.238

Epoch 369/600
157/157 - 3s - loss: 0.5305 - accuracy: 0.9438 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4983522891998291
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.275 85.827 78.975 85.866 84.187
	Acc: 0.951 OSCR : 75.983 AUROC_max_val (%): 85.827 AUROC_real (%): 77.962

Epoch 370/600
157/157 - 3s - loss: 0.5394 - accuracy: 0.9413 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4921348989009857
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.475 85.193 78.750 84.856 83.892
	Acc: 0.953 OSCR : 74.656 AUROC_max_val (%): 85.193 AUROC_real (%): 76.526

Epoch 371/600
157/157 - 3s - loss: 0.5315 - accuracy: 0.9453 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4901908040046692
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 83.819 77.188 82.689 82.795
	Acc: 0.953 OSCR : 74.313 AUROC_max_val (%): 83.819 AUROC_real (%): 76.129

Epoch 372/600
157/157 - 3s - loss: 0.5423 - accuracy: 0.9416 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47833549976348877
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 85.897 79.513 86.018 84.024
	Acc: 0.953 OSCR : 75.914 AUROC_max_val (%): 85.897 AUROC_real (%): 77.780

Epoch 373/600
157/157 - 3s - loss: 0.5247 - accuracy: 0.9445 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4761008024215698
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.775 85.745 78.738 85.432 84.248
	Acc: 0.954 OSCR : 75.043 AUROC_max_val (%): 85.745 AUROC_real (%): 76.873

Epoch 374/600
157/157 - 3s - loss: 0.5388 - accuracy: 0.9446 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46735188364982605
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.275 85.643 78.900 85.314 84.169
	Acc: 0.957 OSCR : 75.149 AUROC_max_val (%): 85.643 AUROC_real (%): 76.924

Epoch 375/600
157/157 - 3s - loss: 0.5345 - accuracy: 0.9448 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48063793778419495
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.750 85.269 78.538 85.032 83.747
	Acc: 0.953 OSCR : 75.760 AUROC_max_val (%): 85.269 AUROC_real (%): 77.610

Epoch 376/600
157/157 - 3s - loss: 0.5281 - accuracy: 0.9441 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48318278789520264
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.250 84.595 77.962 83.917 83.258
	Acc: 0.953 OSCR : 75.588 AUROC_max_val (%): 84.595 AUROC_real (%): 77.430

Epoch 377/600
157/157 - 3s - loss: 0.5259 - accuracy: 0.9449 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4849400520324707
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.375 84.530 77.763 83.843 83.140
	Acc: 0.953 OSCR : 75.231 AUROC_max_val (%): 84.530 AUROC_real (%): 77.069

Epoch 378/600
157/157 - 3s - loss: 0.5203 - accuracy: 0.9457 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4960789680480957
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.875 85.175 78.388 84.878 83.720
	Acc: 0.951 OSCR : 75.034 AUROC_max_val (%): 85.175 AUROC_real (%): 76.938

Epoch 379/600
157/157 - 3s - loss: 0.5432 - accuracy: 0.9423 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4888419508934021
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.875 85.159 78.337 84.773 83.755
	Acc: 0.955 OSCR : 75.383 AUROC_max_val (%): 85.159 AUROC_real (%): 77.255

Epoch 380/600
157/157 - 3s - loss: 0.5373 - accuracy: 0.9423 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.463338702917099
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.025 85.406 78.663 84.859 83.982
	Acc: 0.955 OSCR : 76.433 AUROC_max_val (%): 85.406 AUROC_real (%): 78.231

Epoch 381/600
157/157 - 3s - loss: 0.5121 - accuracy: 0.9451 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4705490469932556
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.450 84.829 78.162 84.121 83.445
	Acc: 0.953 OSCR : 75.604 AUROC_max_val (%): 84.829 AUROC_real (%): 77.395

Epoch 382/600
157/157 - 3s - loss: 0.5409 - accuracy: 0.9408 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47370877861976624
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 84.786 78.062 84.154 83.332
	Acc: 0.955 OSCR : 75.487 AUROC_max_val (%): 84.786 AUROC_real (%): 77.278

Epoch 383/600
157/157 - 3s - loss: 0.5181 - accuracy: 0.9451 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4816037118434906
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.350 84.158 77.763 83.085 82.891
	Acc: 0.956 OSCR : 74.750 AUROC_max_val (%): 84.158 AUROC_real (%): 76.540

Epoch 384/600
157/157 - 3s - loss: 0.5288 - accuracy: 0.9445 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4681055545806885
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.250 84.581 78.088 83.666 83.413
	Acc: 0.955 OSCR : 75.438 AUROC_max_val (%): 84.581 AUROC_real (%): 77.207

Epoch 385/600
157/157 - 3s - loss: 0.5299 - accuracy: 0.9441 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46459484100341797
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 84.221 77.800 83.192 83.026
	Acc: 0.955 OSCR : 75.842 AUROC_max_val (%): 84.221 AUROC_real (%): 77.606

Epoch 386/600
157/157 - 3s - loss: 0.5029 - accuracy: 0.9463 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4804480969905853
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 83.290 76.925 81.936 82.060
	Acc: 0.955 OSCR : 75.271 AUROC_max_val (%): 83.290 AUROC_real (%): 77.040

Epoch 387/600
157/157 - 3s - loss: 0.5146 - accuracy: 0.9463 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46889927983283997
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.650 84.058 77.575 83.043 82.802
	Acc: 0.955 OSCR : 75.700 AUROC_max_val (%): 84.058 AUROC_real (%): 77.455

Epoch 388/600
157/157 - 3s - loss: 0.5172 - accuracy: 0.9448 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46494245529174805
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 84.123 77.688 82.996 82.887
	Acc: 0.956 OSCR : 75.636 AUROC_max_val (%): 84.123 AUROC_real (%): 77.380

Epoch 389/600
157/157 - 3s - loss: 0.5383 - accuracy: 0.9431 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4665554463863373
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.000 84.159 77.550 82.958 83.011
	Acc: 0.954 OSCR : 75.662 AUROC_max_val (%): 84.159 AUROC_real (%): 77.425

Epoch 390/600
157/157 - 3s - loss: 0.5192 - accuracy: 0.9449 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4702822268009186
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.825 83.771 77.312 82.423 82.729
	Acc: 0.954 OSCR : 75.223 AUROC_max_val (%): 83.771 AUROC_real (%): 76.987

Epoch 391/600
157/157 - 3s - loss: 0.5271 - accuracy: 0.9435 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4692132771015167
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.875 84.073 77.438 82.905 82.969
	Acc: 0.954 OSCR : 75.445 AUROC_max_val (%): 84.073 AUROC_real (%): 77.230

Epoch 392/600
157/157 - 3s - loss: 0.5128 - accuracy: 0.9457 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4700072705745697
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.500 83.629 77.125 82.251 82.611
	Acc: 0.954 OSCR : 75.166 AUROC_max_val (%): 83.629 AUROC_real (%): 76.931

Epoch 393/600
157/157 - 3s - loss: 0.5154 - accuracy: 0.9442 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4719224274158478
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 83.934 77.325 82.761 82.823
	Acc: 0.954 OSCR : 75.005 AUROC_max_val (%): 83.934 AUROC_real (%): 76.776

Epoch 394/600
157/157 - 3s - loss: 0.5213 - accuracy: 0.9449 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4752437472343445
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.325 84.059 77.400 82.974 82.929
	Acc: 0.954 OSCR : 74.734 AUROC_max_val (%): 84.059 AUROC_real (%): 76.512

Epoch 395/600
157/157 - 3s - loss: 0.5338 - accuracy: 0.9438 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47182387113571167
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 84.012 77.425 82.868 82.909
	Acc: 0.954 OSCR : 75.039 AUROC_max_val (%): 84.012 AUROC_real (%): 76.812

Epoch 396/600
157/157 - 3s - loss: 0.5206 - accuracy: 0.9442 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4690622091293335
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.975 84.181 77.575 83.108 83.037
	Acc: 0.955 OSCR : 75.257 AUROC_max_val (%): 84.181 AUROC_real (%): 77.029

Epoch 397/600
157/157 - 3s - loss: 0.5140 - accuracy: 0.9452 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4681006669998169
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.250 84.332 77.675 83.338 83.159
	Acc: 0.955 OSCR : 75.301 AUROC_max_val (%): 84.332 AUROC_real (%): 77.070

Epoch 398/600
157/157 - 3s - loss: 0.5231 - accuracy: 0.9445 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46940934658050537
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.425 84.235 77.625 83.190 83.096
	Acc: 0.954 OSCR : 75.149 AUROC_max_val (%): 84.235 AUROC_real (%): 76.921

Epoch 399/600
157/157 - 3s - loss: 0.5246 - accuracy: 0.9438 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4675474464893341
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.175 84.391 77.763 83.402 83.230
	Acc: 0.954 OSCR : 75.282 AUROC_max_val (%): 84.391 AUROC_real (%): 77.053

Epoch 400/600
157/157 - 3s - loss: 0.5177 - accuracy: 0.9451 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46929672360420227
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.225 84.167 77.612 83.077 83.010
	Acc: 0.954 OSCR : 75.175 AUROC_max_val (%): 84.167 AUROC_real (%): 76.943

Epoch 401/600
157/157 - 3s - loss: 0.5100 - accuracy: 0.9460 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47154876589775085
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.475 84.123 77.612 83.028 82.992
	Acc: 0.954 OSCR : 74.913 AUROC_max_val (%): 84.123 AUROC_real (%): 76.682

Epoch 402/600
157/157 - 3s - loss: 0.7813 - accuracy: 0.9183 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8756903409957886
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.625 85.574 78.750 86.172 83.236
	Acc: 0.936 OSCR : 68.453 AUROC_max_val (%): 85.574 AUROC_real (%): 71.268

Epoch 403/600
157/157 - 3s - loss: 0.8505 - accuracy: 0.9098 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.838851273059845
	accuracy: 0.9312499761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.350 80.595 73.988 80.046 78.711
	Acc: 0.931 OSCR : 68.257 AUROC_max_val (%): 80.595 AUROC_real (%): 71.078

Epoch 404/600
157/157 - 3s - loss: 0.8276 - accuracy: 0.9125 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7081738114356995
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.550 80.520 73.788 80.392 78.377
	Acc: 0.931 OSCR : 71.059 AUROC_max_val (%): 80.520 AUROC_real (%): 73.684

Epoch 405/600
157/157 - 3s - loss: 0.8511 - accuracy: 0.9109 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7769095301628113
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.850 82.285 75.288 82.679 80.030
	Acc: 0.929 OSCR : 71.112 AUROC_max_val (%): 82.285 AUROC_real (%): 73.993

Epoch 406/600
157/157 - 3s - loss: 0.8436 - accuracy: 0.9114 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8596662878990173
	accuracy: 0.9247499704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.525 83.462 76.587 84.503 80.658
	Acc: 0.925 OSCR : 69.914 AUROC_max_val (%): 83.462 AUROC_real (%): 73.064

Epoch 407/600
157/157 - 3s - loss: 0.8277 - accuracy: 0.9133 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6513898372650146
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.975 82.534 75.963 82.011 80.592
	Acc: 0.941 OSCR : 72.371 AUROC_max_val (%): 82.534 AUROC_real (%): 74.780

Epoch 408/600
157/157 - 3s - loss: 0.8354 - accuracy: 0.9120 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.7166904211044312
	accuracy: 0.8989999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.700 73.898 66.975 76.043 71.454
	Acc: 0.899 OSCR : 52.005 AUROC_max_val (%): 73.898 AUROC_real (%): 55.888

Epoch 409/600
157/157 - 3s - loss: 0.8397 - accuracy: 0.9110 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8597564697265625
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.925 76.237 70.263 76.365 73.846
	Acc: 0.919 OSCR : 65.511 AUROC_max_val (%): 76.237 AUROC_real (%): 68.532

Epoch 410/600
157/157 - 3s - loss: 0.8051 - accuracy: 0.9160 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7453461289405823
	accuracy: 0.9337499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.375 87.178 79.938 88.647 84.530
	Acc: 0.934 OSCR : 72.991 AUROC_max_val (%): 87.178 AUROC_real (%): 75.982

Epoch 411/600
157/157 - 3s - loss: 0.8204 - accuracy: 0.9132 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7467175722122192
	accuracy: 0.9312499761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.325 82.643 75.675 84.376 79.563
	Acc: 0.931 OSCR : 68.920 AUROC_max_val (%): 82.643 AUROC_real (%): 71.577

Epoch 412/600
157/157 - 3s - loss: 0.8158 - accuracy: 0.9141 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6886739134788513
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.025 82.423 75.575 82.653 80.505
	Acc: 0.936 OSCR : 73.417 AUROC_max_val (%): 82.423 AUROC_real (%): 76.059

Epoch 413/600
157/157 - 3s - loss: 0.8065 - accuracy: 0.9153 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8950208425521851
	accuracy: 0.9275000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.700 81.021 74.062 82.023 78.017
	Acc: 0.927 OSCR : 67.768 AUROC_max_val (%): 81.021 AUROC_real (%): 71.065

Epoch 414/600
157/157 - 3s - loss: 0.8050 - accuracy: 0.9152 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6248747110366821
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 86.657 79.975 87.341 84.462
	Acc: 0.937 OSCR : 78.417 AUROC_max_val (%): 86.657 AUROC_real (%): 81.212

Epoch 415/600
157/157 - 3s - loss: 0.8155 - accuracy: 0.9129 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.692172110080719
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.675 84.182 77.188 85.803 80.835
	Acc: 0.942 OSCR : 67.140 AUROC_max_val (%): 84.182 AUROC_real (%): 69.404

Epoch 416/600
157/157 - 3s - loss: 0.8214 - accuracy: 0.9126 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7965697050094604
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 81.803 74.713 81.920 79.401
	Acc: 0.922 OSCR : 72.892 AUROC_max_val (%): 81.803 AUROC_real (%): 76.164

Epoch 417/600
157/157 - 3s - loss: 0.8205 - accuracy: 0.9129 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0198968648910522
	accuracy: 0.9197499752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.975 76.816 70.888 74.485 75.067
	Acc: 0.920 OSCR : 63.452 AUROC_max_val (%): 76.816 AUROC_real (%): 66.648

Epoch 418/600
157/157 - 3s - loss: 0.8169 - accuracy: 0.9152 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8617060780525208
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.050 85.730 78.488 87.125 83.351
	Acc: 0.931 OSCR : 67.532 AUROC_max_val (%): 85.730 AUROC_real (%): 70.678

Epoch 419/600
157/157 - 3s - loss: 0.7907 - accuracy: 0.9176 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8069490790367126
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 75.573 70.325 72.011 75.064
	Acc: 0.937 OSCR : 67.209 AUROC_max_val (%): 75.573 AUROC_real (%): 69.614

Epoch 420/600
157/157 - 3s - loss: 0.8058 - accuracy: 0.9137 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7087393403053284
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 83.244 76.700 84.172 80.256
	Acc: 0.937 OSCR : 70.580 AUROC_max_val (%): 83.244 AUROC_real (%): 73.040

Epoch 421/600
157/157 - 3s - loss: 0.8233 - accuracy: 0.9140 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7407665252685547
	accuracy: 0.9297500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.250 80.751 74.150 81.140 77.833
	Acc: 0.930 OSCR : 71.595 AUROC_max_val (%): 80.751 AUROC_real (%): 74.255

Epoch 422/600
157/157 - 3s - loss: 0.7922 - accuracy: 0.9147 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.759289026260376
	accuracy: 0.934499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.225 82.581 76.062 82.730 79.883
	Acc: 0.934 OSCR : 71.682 AUROC_max_val (%): 82.581 AUROC_real (%): 74.327

Epoch 423/600
157/157 - 3s - loss: 0.7977 - accuracy: 0.9176 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6017850637435913
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 83.721 77.325 83.702 81.236
	Acc: 0.943 OSCR : 74.877 AUROC_max_val (%): 83.721 AUROC_real (%): 77.069

Epoch 424/600
157/157 - 3s - loss: 0.8156 - accuracy: 0.9171 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7435188889503479
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 85.057 78.738 85.454 82.289
	Acc: 0.935 OSCR : 72.563 AUROC_max_val (%): 85.057 AUROC_real (%): 75.402

Epoch 425/600
157/157 - 3s - loss: 0.7911 - accuracy: 0.9176 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6342343688011169
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 83.510 76.375 83.236 81.769
	Acc: 0.944 OSCR : 75.854 AUROC_max_val (%): 83.510 AUROC_real (%): 78.501

Epoch 426/600
157/157 - 3s - loss: 0.8054 - accuracy: 0.9148 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8188810348510742
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.150 83.612 77.362 84.012 80.846
	Acc: 0.933 OSCR : 66.377 AUROC_max_val (%): 83.612 AUROC_real (%): 69.210

Epoch 427/600
157/157 - 3s - loss: 0.7842 - accuracy: 0.9179 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.747625470161438
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.350 82.532 75.950 83.046 79.904
	Acc: 0.931 OSCR : 71.399 AUROC_max_val (%): 82.532 AUROC_real (%): 74.254

Epoch 428/600
157/157 - 3s - loss: 0.7952 - accuracy: 0.9169 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7284581661224365
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.375 83.876 76.812 84.908 80.863
	Acc: 0.943 OSCR : 69.172 AUROC_max_val (%): 83.876 AUROC_real (%): 71.473

Epoch 429/600
157/157 - 3s - loss: 0.7667 - accuracy: 0.9184 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.829253077507019
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.400 72.429 67.688 68.314 70.829
	Acc: 0.929 OSCR : 64.849 AUROC_max_val (%): 72.429 AUROC_real (%): 67.223

Epoch 430/600
157/157 - 3s - loss: 0.7835 - accuracy: 0.9180 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6811020374298096
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.050 76.416 71.350 73.720 74.759
	Acc: 0.942 OSCR : 72.103 AUROC_max_val (%): 76.416 AUROC_real (%): 74.343

Epoch 431/600
157/157 - 3s - loss: 0.7555 - accuracy: 0.9194 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7400860786437988
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.500 79.447 73.500 79.279 75.752
	Acc: 0.936 OSCR : 68.364 AUROC_max_val (%): 79.447 AUROC_real (%): 70.714

Epoch 432/600
157/157 - 3s - loss: 0.8025 - accuracy: 0.9138 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5992752313613892
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 85.331 78.813 85.728 83.358
	Acc: 0.948 OSCR : 75.258 AUROC_max_val (%): 85.331 AUROC_real (%): 77.576

Epoch 433/600
157/157 - 3s - loss: 0.7660 - accuracy: 0.9194 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7239847183227539
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.550 78.545 72.812 76.271 77.030
	Acc: 0.940 OSCR : 69.174 AUROC_max_val (%): 78.545 AUROC_real (%): 71.547

Epoch 434/600
157/157 - 3s - loss: 0.7740 - accuracy: 0.9189 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6632800102233887
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.350 84.092 77.225 84.160 82.141
	Acc: 0.946 OSCR : 70.441 AUROC_max_val (%): 84.092 AUROC_real (%): 72.712

Epoch 435/600
157/157 - 3s - loss: 0.7605 - accuracy: 0.9198 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5633370876312256
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.275 81.495 75.100 81.916 78.670
	Acc: 0.941 OSCR : 72.613 AUROC_max_val (%): 81.495 AUROC_real (%): 74.554

Epoch 436/600
157/157 - 3s - loss: 0.7557 - accuracy: 0.9189 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5863592028617859
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.575 85.506 78.487 86.088 83.142
	Acc: 0.945 OSCR : 75.477 AUROC_max_val (%): 85.506 AUROC_real (%): 77.823

Epoch 437/600
157/157 - 3s - loss: 0.7656 - accuracy: 0.9197 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7005690932273865
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.350 79.103 73.325 75.382 78.629
	Acc: 0.941 OSCR : 69.816 AUROC_max_val (%): 79.103 AUROC_real (%): 72.169

Epoch 438/600
157/157 - 3s - loss: 0.7615 - accuracy: 0.9197 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7150413990020752
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.150 82.893 75.888 82.246 80.779
	Acc: 0.942 OSCR : 66.917 AUROC_max_val (%): 82.893 AUROC_real (%): 69.358

Epoch 439/600
157/157 - 3s - loss: 0.7580 - accuracy: 0.9190 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5933603048324585
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.475 84.077 77.212 83.954 82.094
	Acc: 0.946 OSCR : 72.227 AUROC_max_val (%): 84.077 AUROC_real (%): 74.450

Epoch 440/600
157/157 - 3s - loss: 0.7574 - accuracy: 0.9209 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6725850701332092
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.375 83.194 76.763 81.903 81.206
	Acc: 0.942 OSCR : 69.120 AUROC_max_val (%): 83.194 AUROC_real (%): 71.412

Epoch 441/600
157/157 - 3s - loss: 0.7404 - accuracy: 0.9223 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6908730268478394
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 81.876 75.412 80.698 80.036
	Acc: 0.937 OSCR : 70.297 AUROC_max_val (%): 81.876 AUROC_real (%): 72.720

Epoch 442/600
157/157 - 3s - loss: 0.7446 - accuracy: 0.9222 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6047922968864441
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.950 82.662 76.212 81.937 80.538
	Acc: 0.943 OSCR : 74.219 AUROC_max_val (%): 82.662 AUROC_real (%): 76.528

Epoch 443/600
157/157 - 3s - loss: 0.7461 - accuracy: 0.9228 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6249009370803833
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.375 83.061 76.888 81.233 81.416
	Acc: 0.944 OSCR : 73.309 AUROC_max_val (%): 83.061 AUROC_real (%): 75.664

Epoch 444/600
157/157 - 3s - loss: 0.7396 - accuracy: 0.9226 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6857026815414429
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.725 85.598 78.763 87.130 82.603
	Acc: 0.938 OSCR : 73.361 AUROC_max_val (%): 85.598 AUROC_real (%): 76.023

Epoch 445/600
157/157 - 3s - loss: 0.7518 - accuracy: 0.9207 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.023468017578125
	accuracy: 0.9110000133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.275 75.814 70.625 76.067 71.778
	Acc: 0.911 OSCR : 68.846 AUROC_max_val (%): 75.814 AUROC_real (%): 72.061

Epoch 446/600
157/157 - 3s - loss: 0.7551 - accuracy: 0.9198 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7663673162460327
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.600 84.512 77.800 85.385 81.527
	Acc: 0.931 OSCR : 70.591 AUROC_max_val (%): 84.512 AUROC_real (%): 73.476

Epoch 447/600
157/157 - 3s - loss: 0.7687 - accuracy: 0.9190 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.667612612247467
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.150 85.161 78.550 85.237 82.754
	Acc: 0.938 OSCR : 76.528 AUROC_max_val (%): 85.161 AUROC_real (%): 79.239

Epoch 448/600
157/157 - 3s - loss: 0.7361 - accuracy: 0.9224 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6100137233734131
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.225 86.818 79.737 87.830 84.428
	Acc: 0.946 OSCR : 73.440 AUROC_max_val (%): 86.818 AUROC_real (%): 75.844

Epoch 449/600
157/157 - 3s - loss: 0.7254 - accuracy: 0.9237 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6823091506958008
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.300 84.924 77.900 86.767 81.538
	Acc: 0.937 OSCR : 73.334 AUROC_max_val (%): 84.924 AUROC_real (%): 76.000

Epoch 450/600
157/157 - 3s - loss: 0.7354 - accuracy: 0.9226 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5915830135345459
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.075 84.521 78.550 82.934 83.036
	Acc: 0.946 OSCR : 76.322 AUROC_max_val (%): 84.521 AUROC_real (%): 78.660

Epoch 451/600
157/157 - 3s - loss: 0.7433 - accuracy: 0.9201 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.646171510219574
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.275 82.858 76.638 83.281 79.738
	Acc: 0.938 OSCR : 72.228 AUROC_max_val (%): 82.858 AUROC_real (%): 74.512

Epoch 452/600
157/157 - 3s - loss: 0.7259 - accuracy: 0.9232 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6317186951637268
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.375 81.875 75.450 81.673 79.549
	Acc: 0.938 OSCR : 71.885 AUROC_max_val (%): 81.875 AUROC_real (%): 74.174

Epoch 453/600
157/157 - 3s - loss: 0.7240 - accuracy: 0.9237 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6904760599136353
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.775 86.027 78.912 86.811 83.775
	Acc: 0.945 OSCR : 67.656 AUROC_max_val (%): 86.027 AUROC_real (%): 69.926

Epoch 454/600
157/157 - 3s - loss: 0.7309 - accuracy: 0.9250 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6081782579421997
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.675 85.849 78.925 86.832 83.393
	Acc: 0.942 OSCR : 73.113 AUROC_max_val (%): 85.849 AUROC_real (%): 75.388

Epoch 455/600
157/157 - 3s - loss: 0.7058 - accuracy: 0.9260 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6755939722061157
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.425 78.214 72.600 75.829 76.771
	Acc: 0.935 OSCR : 70.794 AUROC_max_val (%): 78.214 AUROC_real (%): 73.302

Epoch 456/600
157/157 - 3s - loss: 0.7289 - accuracy: 0.9241 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6421123147010803
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.750 83.736 76.375 84.271 81.711
	Acc: 0.941 OSCR : 69.955 AUROC_max_val (%): 83.736 AUROC_real (%): 72.249

Epoch 457/600
157/157 - 3s - loss: 0.7120 - accuracy: 0.9249 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7039986848831177
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 81.553 75.463 80.467 79.184
	Acc: 0.944 OSCR : 70.179 AUROC_max_val (%): 81.553 AUROC_real (%): 72.550

Epoch 458/600
157/157 - 3s - loss: 0.6968 - accuracy: 0.9253 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6012914180755615
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 82.388 76.050 80.294 81.433
	Acc: 0.946 OSCR : 74.723 AUROC_max_val (%): 82.388 AUROC_real (%): 77.071

Epoch 459/600
157/157 - 3s - loss: 0.7195 - accuracy: 0.9240 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7203669548034668
	accuracy: 0.934499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.150 81.955 75.312 81.563 80.099
	Acc: 0.934 OSCR : 72.908 AUROC_max_val (%): 81.955 AUROC_real (%): 75.664

Epoch 460/600
157/157 - 3s - loss: 0.6860 - accuracy: 0.9280 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7421302199363708
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.625 83.783 76.638 84.333 81.393
	Acc: 0.935 OSCR : 69.476 AUROC_max_val (%): 83.783 AUROC_real (%): 72.182

Epoch 461/600
157/157 - 3s - loss: 0.7267 - accuracy: 0.9232 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6476252675056458
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 83.601 76.600 83.752 81.718
	Acc: 0.940 OSCR : 71.721 AUROC_max_val (%): 83.601 AUROC_real (%): 74.197

Epoch 462/600
157/157 - 3s - loss: 0.7007 - accuracy: 0.9259 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5318413376808167
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.450 86.555 79.325 87.426 84.077
	Acc: 0.949 OSCR : 75.151 AUROC_max_val (%): 86.555 AUROC_real (%): 77.281

Epoch 463/600
157/157 - 3s - loss: 0.7135 - accuracy: 0.9245 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5443758964538574
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.925 86.236 79.113 87.141 83.749
	Acc: 0.952 OSCR : 74.272 AUROC_max_val (%): 86.236 AUROC_real (%): 76.181

Epoch 464/600
157/157 - 3s - loss: 0.6844 - accuracy: 0.9269 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7176809906959534
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.350 79.400 73.488 77.089 78.294
	Acc: 0.939 OSCR : 67.452 AUROC_max_val (%): 79.400 AUROC_real (%): 69.714

Epoch 465/600
157/157 - 3s - loss: 0.6945 - accuracy: 0.9275 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7178038358688354
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 83.563 76.587 83.245 81.366
	Acc: 0.944 OSCR : 65.123 AUROC_max_val (%): 83.563 AUROC_real (%): 67.424

Epoch 466/600
157/157 - 3s - loss: 0.6972 - accuracy: 0.9275 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6274040341377258
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.875 85.175 77.900 85.554 83.517
	Acc: 0.950 OSCR : 69.714 AUROC_max_val (%): 85.175 AUROC_real (%): 71.732

Epoch 467/600
157/157 - 3s - loss: 0.6942 - accuracy: 0.9273 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6626240611076355
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.825 87.550 80.200 88.738 85.128
	Acc: 0.944 OSCR : 70.667 AUROC_max_val (%): 87.550 AUROC_real (%): 73.091

Epoch 468/600
157/157 - 3s - loss: 0.6877 - accuracy: 0.9291 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.595625102519989
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.975 85.261 78.550 84.489 83.833
	Acc: 0.945 OSCR : 76.121 AUROC_max_val (%): 85.261 AUROC_real (%): 78.537

Epoch 469/600
157/157 - 3s - loss: 0.6940 - accuracy: 0.9272 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6149837374687195
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.375 84.131 77.538 84.087 81.882
	Acc: 0.940 OSCR : 73.859 AUROC_max_val (%): 84.131 AUROC_real (%): 76.285

Epoch 470/600
157/157 - 3s - loss: 0.6648 - accuracy: 0.9296 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7561883926391602
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.350 79.446 73.237 77.896 77.978
	Acc: 0.938 OSCR : 67.078 AUROC_max_val (%): 79.446 AUROC_real (%): 69.432

Epoch 471/600
157/157 - 3s - loss: 0.6781 - accuracy: 0.9283 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7960450053215027
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.475 81.738 75.287 82.926 78.448
	Acc: 0.931 OSCR : 66.456 AUROC_max_val (%): 81.738 AUROC_real (%): 69.164

Epoch 472/600
157/157 - 3s - loss: 0.6621 - accuracy: 0.9288 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6178412437438965
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.975 80.669 74.300 79.240 79.014
	Acc: 0.942 OSCR : 72.214 AUROC_max_val (%): 80.669 AUROC_real (%): 74.484

Epoch 473/600
157/157 - 3s - loss: 0.6854 - accuracy: 0.9277 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5280775427818298
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.925 82.627 75.987 82.059 80.927
	Acc: 0.952 OSCR : 74.347 AUROC_max_val (%): 82.627 AUROC_real (%): 76.460

Epoch 474/600
157/157 - 3s - loss: 0.6827 - accuracy: 0.9280 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8730920553207397
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.200 81.124 74.875 81.261 78.628
	Acc: 0.934 OSCR : 66.974 AUROC_max_val (%): 81.124 AUROC_real (%): 69.838

Epoch 475/600
157/157 - 3s - loss: 0.6805 - accuracy: 0.9282 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.569953203201294
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 83.354 77.025 81.862 81.071
	Acc: 0.947 OSCR : 76.255 AUROC_max_val (%): 83.354 AUROC_real (%): 78.572

Epoch 476/600
157/157 - 3s - loss: 0.6526 - accuracy: 0.9328 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6030744314193726
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.475 85.490 78.663 86.422 82.863
	Acc: 0.953 OSCR : 67.993 AUROC_max_val (%): 85.490 AUROC_real (%): 69.847

Epoch 477/600
157/157 - 3s - loss: 0.6589 - accuracy: 0.9298 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5393216609954834
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 83.211 76.438 82.554 81.312
	Acc: 0.946 OSCR : 75.919 AUROC_max_val (%): 83.211 AUROC_real (%): 78.050

Epoch 478/600
157/157 - 3s - loss: 0.6627 - accuracy: 0.9303 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5482383370399475
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.850 83.267 76.737 82.366 81.770
	Acc: 0.947 OSCR : 74.514 AUROC_max_val (%): 83.267 AUROC_real (%): 76.638

Epoch 479/600
157/157 - 3s - loss: 0.6714 - accuracy: 0.9298 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5271609425544739
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.050 86.681 79.700 87.682 83.937
	Acc: 0.951 OSCR : 75.821 AUROC_max_val (%): 86.681 AUROC_real (%): 77.792

Epoch 480/600
157/157 - 3s - loss: 0.6683 - accuracy: 0.9288 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4822492003440857
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 83.695 77.625 82.319 82.165
	Acc: 0.954 OSCR : 74.639 AUROC_max_val (%): 83.695 AUROC_real (%): 76.431

Epoch 481/600
157/157 - 3s - loss: 0.6656 - accuracy: 0.9288 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6301488280296326
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 80.776 74.487 79.436 78.837
	Acc: 0.935 OSCR : 73.623 AUROC_max_val (%): 80.776 AUROC_real (%): 75.964

Epoch 482/600
157/157 - 3s - loss: 0.6503 - accuracy: 0.9294 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6442804336547852
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 80.271 73.413 80.174 78.290
	Acc: 0.943 OSCR : 68.356 AUROC_max_val (%): 80.271 AUROC_real (%): 70.367

Epoch 483/600
157/157 - 3s - loss: 0.6334 - accuracy: 0.9329 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5674391388893127
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.350 86.203 79.050 86.943 84.238
	Acc: 0.946 OSCR : 72.155 AUROC_max_val (%): 86.203 AUROC_real (%): 74.225

Epoch 484/600
157/157 - 3s - loss: 0.6519 - accuracy: 0.9324 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5943628549575806
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 85.872 78.925 86.207 83.843
	Acc: 0.948 OSCR : 69.924 AUROC_max_val (%): 85.872 AUROC_real (%): 72.022

Epoch 485/600
157/157 - 3s - loss: 0.6451 - accuracy: 0.9316 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5285453200340271
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 85.690 78.838 85.166 83.369
	Acc: 0.949 OSCR : 76.032 AUROC_max_val (%): 85.690 AUROC_real (%): 78.065

Epoch 486/600
157/157 - 3s - loss: 0.6618 - accuracy: 0.9312 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.592907190322876
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.775 81.809 75.225 80.336 80.200
	Acc: 0.940 OSCR : 73.918 AUROC_max_val (%): 81.809 AUROC_real (%): 76.090

Epoch 487/600
157/157 - 3s - loss: 0.6395 - accuracy: 0.9326 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6721640825271606
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 79.403 73.050 78.103 77.381
	Acc: 0.937 OSCR : 70.188 AUROC_max_val (%): 79.403 AUROC_real (%): 72.412

Epoch 488/600
157/157 - 3s - loss: 0.6337 - accuracy: 0.9325 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.532516360282898
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.450 87.203 80.263 87.953 84.989
	Acc: 0.948 OSCR : 75.700 AUROC_max_val (%): 87.203 AUROC_real (%): 77.813

Epoch 489/600
157/157 - 3s - loss: 0.6481 - accuracy: 0.9315 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5536192059516907
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 86.841 80.225 86.931 84.940
	Acc: 0.949 OSCR : 76.710 AUROC_max_val (%): 86.841 AUROC_real (%): 78.946

Epoch 490/600
157/157 - 6s - loss: 0.6357 - accuracy: 0.9320 - 6s/epoch - 36ms/step
Test results :
	Loss (on known):0.5355866551399231
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.500 87.102 80.263 87.482 85.393
	Acc: 0.951 OSCR : 76.443 AUROC_max_val (%): 87.102 AUROC_real (%): 78.662

Epoch 491/600
157/157 - 3s - loss: 0.6164 - accuracy: 0.9340 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6003614068031311
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 81.877 75.312 81.933 79.636
	Acc: 0.948 OSCR : 70.458 AUROC_max_val (%): 81.877 AUROC_real (%): 72.391

Epoch 492/600
157/157 - 3s - loss: 0.6229 - accuracy: 0.9327 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6287760734558105
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.275 83.124 76.062 82.566 81.345
	Acc: 0.943 OSCR : 68.903 AUROC_max_val (%): 83.124 AUROC_real (%): 71.040

Epoch 493/600
157/157 - 3s - loss: 0.6173 - accuracy: 0.9355 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6471638679504395
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.775 81.065 74.938 79.141 79.683
	Acc: 0.940 OSCR : 72.957 AUROC_max_val (%): 81.065 AUROC_real (%): 75.257

Epoch 494/600
157/157 - 3s - loss: 0.6279 - accuracy: 0.9327 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5826289653778076
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.475 79.022 72.987 75.911 78.209
	Acc: 0.947 OSCR : 70.283 AUROC_max_val (%): 79.022 AUROC_real (%): 72.206

Epoch 495/600
157/157 - 3s - loss: 0.6133 - accuracy: 0.9349 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.576298177242279
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 86.323 78.888 87.107 83.990
	Acc: 0.950 OSCR : 71.854 AUROC_max_val (%): 86.323 AUROC_real (%): 73.986

Epoch 496/600
157/157 - 3s - loss: 0.6372 - accuracy: 0.9338 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5551460981369019
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.550 84.097 77.213 83.724 82.356
	Acc: 0.949 OSCR : 73.086 AUROC_max_val (%): 84.097 AUROC_real (%): 75.073

Epoch 497/600
157/157 - 3s - loss: 0.5927 - accuracy: 0.9362 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5251430869102478
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.425 84.568 77.438 84.495 82.953
	Acc: 0.948 OSCR : 76.083 AUROC_max_val (%): 84.568 AUROC_real (%): 78.167

Epoch 498/600
157/157 - 3s - loss: 0.6085 - accuracy: 0.9363 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5484864711761475
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 82.499 75.288 82.087 80.719
	Acc: 0.947 OSCR : 72.112 AUROC_max_val (%): 82.499 AUROC_real (%): 74.057

Epoch 499/600
157/157 - 3s - loss: 0.5997 - accuracy: 0.9380 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5136309266090393
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.650 84.351 77.513 83.297 82.853
	Acc: 0.954 OSCR : 72.729 AUROC_max_val (%): 84.351 AUROC_real (%): 74.516

Epoch 500/600
157/157 - 3s - loss: 0.6051 - accuracy: 0.9368 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5336123108863831
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.450 85.941 78.825 86.584 83.847
	Acc: 0.948 OSCR : 76.911 AUROC_max_val (%): 85.941 AUROC_real (%): 79.062

Epoch 501/600
157/157 - 3s - loss: 0.6015 - accuracy: 0.9365 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5884782075881958
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.325 81.712 74.875 80.245 80.143
	Acc: 0.945 OSCR : 71.870 AUROC_max_val (%): 81.712 AUROC_real (%): 74.000

Epoch 502/600
157/157 - 3s - loss: 0.6001 - accuracy: 0.9374 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.645862340927124
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.375 78.383 72.838 75.105 77.162
	Acc: 0.943 OSCR : 67.731 AUROC_max_val (%): 78.383 AUROC_real (%): 69.767

Epoch 503/600
157/157 - 3s - loss: 0.6092 - accuracy: 0.9356 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5256359577178955
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.775 85.952 79.625 85.233 83.969
	Acc: 0.952 OSCR : 75.291 AUROC_max_val (%): 85.952 AUROC_real (%): 77.311

Epoch 504/600
157/157 - 3s - loss: 0.6080 - accuracy: 0.9355 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5779368877410889
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.825 81.910 75.225 80.509 80.543
	Acc: 0.947 OSCR : 70.434 AUROC_max_val (%): 81.910 AUROC_real (%): 72.433

Epoch 505/600
157/157 - 3s - loss: 0.5876 - accuracy: 0.9380 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5165621042251587
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.350 85.290 78.275 85.173 83.231
	Acc: 0.952 OSCR : 74.711 AUROC_max_val (%): 85.290 AUROC_real (%): 76.520

Epoch 506/600
157/157 - 3s - loss: 0.5909 - accuracy: 0.9372 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.56363844871521
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.550 88.201 80.562 89.110 86.554
	Acc: 0.953 OSCR : 74.819 AUROC_max_val (%): 88.201 AUROC_real (%): 77.077

Epoch 507/600
157/157 - 3s - loss: 0.5758 - accuracy: 0.9394 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5328490138053894
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.825 85.651 78.238 86.437 83.337
	Acc: 0.950 OSCR : 74.689 AUROC_max_val (%): 85.651 AUROC_real (%): 76.697

Epoch 508/600
157/157 - 3s - loss: 0.5756 - accuracy: 0.9384 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6311405301094055
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.850 84.834 78.188 84.943 82.620
	Acc: 0.946 OSCR : 72.539 AUROC_max_val (%): 84.834 AUROC_real (%): 74.887

Epoch 509/600
157/157 - 3s - loss: 0.5956 - accuracy: 0.9363 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5597870945930481
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.775 84.651 77.662 84.449 83.039
	Acc: 0.951 OSCR : 72.592 AUROC_max_val (%): 84.651 AUROC_real (%): 74.614

Epoch 510/600
157/157 - 3s - loss: 0.5727 - accuracy: 0.9393 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5016639232635498
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.150 84.635 77.850 84.820 82.530
	Acc: 0.952 OSCR : 73.874 AUROC_max_val (%): 84.635 AUROC_real (%): 75.730

Epoch 511/600
157/157 - 3s - loss: 0.5761 - accuracy: 0.9388 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5045974850654602
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.150 85.845 78.813 85.671 83.687
	Acc: 0.958 OSCR : 73.047 AUROC_max_val (%): 85.845 AUROC_real (%): 74.832

Epoch 512/600
157/157 - 3s - loss: 0.5640 - accuracy: 0.9408 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43748703598976135
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.175 86.024 79.212 85.108 84.770
	Acc: 0.958 OSCR : 77.420 AUROC_max_val (%): 86.024 AUROC_real (%): 79.142

Epoch 513/600
157/157 - 3s - loss: 0.5655 - accuracy: 0.9401 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5309291481971741
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.075 84.015 76.975 83.481 82.212
	Acc: 0.951 OSCR : 73.761 AUROC_max_val (%): 84.015 AUROC_real (%): 75.832

Epoch 514/600
157/157 - 3s - loss: 0.5685 - accuracy: 0.9410 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5643566846847534
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.050 80.325 74.100 79.103 78.481
	Acc: 0.952 OSCR : 69.143 AUROC_max_val (%): 80.325 AUROC_real (%): 70.924

Epoch 515/600
157/157 - 3s - loss: 0.5691 - accuracy: 0.9388 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5075015425682068
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.375 82.158 76.100 80.501 80.746
	Acc: 0.952 OSCR : 73.770 AUROC_max_val (%): 82.158 AUROC_real (%): 75.597

Epoch 516/600
157/157 - 3s - loss: 0.5480 - accuracy: 0.9416 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4729369580745697
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.900 85.820 78.813 85.529 84.467
	Acc: 0.957 OSCR : 75.308 AUROC_max_val (%): 85.820 AUROC_real (%): 77.167

Epoch 517/600
157/157 - 3s - loss: 0.5558 - accuracy: 0.9411 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6019262075424194
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.250 79.870 73.912 76.959 78.801
	Acc: 0.947 OSCR : 69.323 AUROC_max_val (%): 79.870 AUROC_real (%): 71.274

Epoch 518/600
157/157 - 3s - loss: 0.5440 - accuracy: 0.9431 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5073894262313843
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.750 83.421 76.912 82.004 82.140
	Acc: 0.951 OSCR : 72.989 AUROC_max_val (%): 83.421 AUROC_real (%): 74.854

Epoch 519/600
157/157 - 3s - loss: 0.5470 - accuracy: 0.9414 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6483184099197388
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 81.476 74.938 80.880 79.865
	Acc: 0.941 OSCR : 72.408 AUROC_max_val (%): 81.476 AUROC_real (%): 74.820

Epoch 520/600
157/157 - 3s - loss: 0.5464 - accuracy: 0.9434 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5027740001678467
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.350 85.285 78.750 84.440 84.167
	Acc: 0.953 OSCR : 76.602 AUROC_max_val (%): 85.285 AUROC_real (%): 78.668

Epoch 521/600
157/157 - 3s - loss: 0.5468 - accuracy: 0.9421 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5069900155067444
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.600 86.976 80.075 87.750 84.947
	Acc: 0.952 OSCR : 78.061 AUROC_max_val (%): 86.976 AUROC_real (%): 80.221

Epoch 522/600
157/157 - 3s - loss: 0.5494 - accuracy: 0.9409 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5430814027786255
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.525 79.182 73.312 76.095 78.470
	Acc: 0.948 OSCR : 70.989 AUROC_max_val (%): 79.182 AUROC_real (%): 72.818

Epoch 523/600
157/157 - 3s - loss: 0.5564 - accuracy: 0.9413 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5089058876037598
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.275 87.293 80.050 88.197 85.008
	Acc: 0.951 OSCR : 77.327 AUROC_max_val (%): 87.293 AUROC_real (%): 79.396

Epoch 524/600
157/157 - 3s - loss: 0.5566 - accuracy: 0.9403 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5189855694770813
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 84.921 78.150 84.880 82.852
	Acc: 0.952 OSCR : 72.741 AUROC_max_val (%): 84.921 AUROC_real (%): 74.606

Epoch 525/600
157/157 - 3s - loss: 0.5396 - accuracy: 0.9407 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4820506274700165
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 82.503 75.787 80.750 81.604
	Acc: 0.955 OSCR : 73.012 AUROC_max_val (%): 82.503 AUROC_real (%): 74.650

Epoch 526/600
157/157 - 3s - loss: 0.5460 - accuracy: 0.9420 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47567206621170044
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.225 85.102 78.538 84.891 83.463
	Acc: 0.954 OSCR : 77.067 AUROC_max_val (%): 85.102 AUROC_real (%): 78.954

Epoch 527/600
157/157 - 3s - loss: 0.5384 - accuracy: 0.9412 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5347857475280762
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.275 80.572 74.425 78.137 80.043
	Acc: 0.955 OSCR : 72.655 AUROC_max_val (%): 80.572 AUROC_real (%): 74.450

Epoch 528/600
157/157 - 3s - loss: 0.5248 - accuracy: 0.9456 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5036301612854004
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 84.154 77.575 83.528 82.593
	Acc: 0.954 OSCR : 71.568 AUROC_max_val (%): 84.154 AUROC_real (%): 73.314

Epoch 529/600
157/157 - 3s - loss: 0.5386 - accuracy: 0.9423 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5259928107261658
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.375 79.279 73.488 75.973 78.490
	Acc: 0.950 OSCR : 72.956 AUROC_max_val (%): 79.279 AUROC_real (%): 74.764

Epoch 530/600
157/157 - 3s - loss: 0.5271 - accuracy: 0.9450 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46796953678131104
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.150 84.688 78.112 83.801 83.390
	Acc: 0.957 OSCR : 73.703 AUROC_max_val (%): 84.688 AUROC_real (%): 75.439

Epoch 531/600
157/157 - 3s - loss: 0.5232 - accuracy: 0.9455 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5150274634361267
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 83.985 77.513 83.236 82.008
	Acc: 0.954 OSCR : 71.276 AUROC_max_val (%): 83.985 AUROC_real (%): 73.089

Epoch 532/600
157/157 - 3s - loss: 0.5271 - accuracy: 0.9438 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5040938258171082
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 86.113 79.025 86.390 84.223
	Acc: 0.953 OSCR : 74.519 AUROC_max_val (%): 86.113 AUROC_real (%): 76.433

Epoch 533/600
157/157 - 3s - loss: 0.5173 - accuracy: 0.9444 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5195688605308533
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.150 85.214 77.713 85.003 83.703
	Acc: 0.951 OSCR : 74.850 AUROC_max_val (%): 85.214 AUROC_real (%): 76.905

Epoch 534/600
157/157 - 3s - loss: 0.5142 - accuracy: 0.9455 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47596919536590576
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.350 85.606 78.238 85.200 84.101
	Acc: 0.955 OSCR : 74.024 AUROC_max_val (%): 85.606 AUROC_real (%): 75.845

Epoch 535/600
157/157 - 3s - loss: 0.5214 - accuracy: 0.9447 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45578375458717346
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 85.847 78.925 85.604 84.491
	Acc: 0.954 OSCR : 75.305 AUROC_max_val (%): 85.847 AUROC_real (%): 77.076

Epoch 536/600
157/157 - 3s - loss: 0.5274 - accuracy: 0.9441 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4602852761745453
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.375 85.885 78.700 85.778 84.511
	Acc: 0.956 OSCR : 75.706 AUROC_max_val (%): 85.885 AUROC_real (%): 77.540

Epoch 537/600
157/157 - 3s - loss: 0.4909 - accuracy: 0.9488 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4395495057106018
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.025 84.821 78.013 84.009 83.555
	Acc: 0.957 OSCR : 76.271 AUROC_max_val (%): 84.821 AUROC_real (%): 78.005

Epoch 538/600
157/157 - 3s - loss: 0.5047 - accuracy: 0.9463 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4378242790699005
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.750 85.622 78.688 85.484 84.089
	Acc: 0.959 OSCR : 74.990 AUROC_max_val (%): 85.622 AUROC_real (%): 76.652

Epoch 539/600
157/157 - 3s - loss: 0.5169 - accuracy: 0.9455 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4445732533931732
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.025 84.001 77.038 83.752 82.206
	Acc: 0.958 OSCR : 74.215 AUROC_max_val (%): 84.001 AUROC_real (%): 75.842

Epoch 540/600
157/157 - 3s - loss: 0.5093 - accuracy: 0.9461 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4639414846897125
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.875 84.946 78.188 84.307 83.414
	Acc: 0.957 OSCR : 74.822 AUROC_max_val (%): 84.946 AUROC_real (%): 76.582

Epoch 541/600
157/157 - 3s - loss: 0.4865 - accuracy: 0.9494 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4461105763912201
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 84.940 77.612 84.246 83.891
	Acc: 0.959 OSCR : 76.192 AUROC_max_val (%): 84.940 AUROC_real (%): 77.956

Epoch 542/600
157/157 - 3s - loss: 0.5012 - accuracy: 0.9463 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4458978772163391
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.075 86.915 79.875 86.783 85.443
	Acc: 0.959 OSCR : 76.065 AUROC_max_val (%): 86.915 AUROC_real (%): 77.826

Epoch 543/600
157/157 - 3s - loss: 0.5146 - accuracy: 0.9446 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48440787196159363
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.750 87.628 80.287 87.875 85.821
	Acc: 0.957 OSCR : 74.525 AUROC_max_val (%): 87.628 AUROC_real (%): 76.368

Epoch 544/600
157/157 - 3s - loss: 0.4895 - accuracy: 0.9490 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45576202869415283
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.775 85.893 78.713 85.813 84.386
	Acc: 0.956 OSCR : 74.297 AUROC_max_val (%): 85.893 AUROC_real (%): 76.050

Epoch 545/600
157/157 - 3s - loss: 0.4940 - accuracy: 0.9476 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44117656350135803
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.050 85.941 78.825 85.412 84.611
	Acc: 0.959 OSCR : 75.234 AUROC_max_val (%): 85.941 AUROC_real (%): 76.960

Epoch 546/600
157/157 - 3s - loss: 0.4877 - accuracy: 0.9474 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4610135853290558
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.175 85.715 78.638 85.398 84.172
	Acc: 0.957 OSCR : 74.019 AUROC_max_val (%): 85.715 AUROC_real (%): 75.807

Epoch 547/600
157/157 - 3s - loss: 0.4823 - accuracy: 0.9490 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4712379574775696
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.550 86.448 79.175 86.579 84.703
	Acc: 0.955 OSCR : 73.497 AUROC_max_val (%): 86.448 AUROC_real (%): 75.282

Epoch 548/600
157/157 - 3s - loss: 0.4877 - accuracy: 0.9488 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4492254853248596
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.725 86.255 79.412 86.138 84.717
	Acc: 0.958 OSCR : 74.949 AUROC_max_val (%): 86.255 AUROC_real (%): 76.624

Epoch 549/600
157/157 - 3s - loss: 0.5042 - accuracy: 0.9471 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47358912229537964
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 83.937 77.263 83.002 82.214
	Acc: 0.953 OSCR : 74.945 AUROC_max_val (%): 83.937 AUROC_real (%): 76.709

Epoch 550/600
157/157 - 3s - loss: 0.4884 - accuracy: 0.9477 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4655114710330963
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.425 86.973 80.088 86.766 85.459
	Acc: 0.958 OSCR : 75.316 AUROC_max_val (%): 86.973 AUROC_real (%): 77.121

Epoch 551/600
157/157 - 3s - loss: 0.4835 - accuracy: 0.9486 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46379491686820984
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.775 84.701 78.088 83.697 83.304
	Acc: 0.957 OSCR : 73.828 AUROC_max_val (%): 84.701 AUROC_real (%): 75.519

Epoch 552/600
157/157 - 3s - loss: 0.4807 - accuracy: 0.9496 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45863303542137146
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.300 86.046 79.025 85.790 84.423
	Acc: 0.958 OSCR : 74.916 AUROC_max_val (%): 86.046 AUROC_real (%): 76.667

Epoch 553/600
157/157 - 3s - loss: 0.4827 - accuracy: 0.9492 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43961694836616516
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.625 85.950 78.625 85.613 84.526
	Acc: 0.957 OSCR : 76.759 AUROC_max_val (%): 85.950 AUROC_real (%): 78.524

Epoch 554/600
157/157 - 3s - loss: 0.4784 - accuracy: 0.9481 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4710109233856201
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 81.628 75.888 78.762 81.135
	Acc: 0.957 OSCR : 73.003 AUROC_max_val (%): 81.628 AUROC_real (%): 74.670

Epoch 555/600
157/157 - 3s - loss: 0.4821 - accuracy: 0.9495 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4347420036792755
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.250 85.812 79.038 84.872 84.693
	Acc: 0.957 OSCR : 77.156 AUROC_max_val (%): 85.812 AUROC_real (%): 78.918

Epoch 556/600
157/157 - 3s - loss: 0.4795 - accuracy: 0.9503 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4508894979953766
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 85.438 78.412 84.576 84.381
	Acc: 0.956 OSCR : 76.402 AUROC_max_val (%): 85.438 AUROC_real (%): 78.223

Epoch 557/600
157/157 - 3s - loss: 0.4854 - accuracy: 0.9481 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4452919661998749
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.825 85.618 78.350 84.893 84.641
	Acc: 0.956 OSCR : 75.838 AUROC_max_val (%): 85.618 AUROC_real (%): 77.590

Epoch 558/600
157/157 - 3s - loss: 0.4747 - accuracy: 0.9499 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4358502924442291
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 84.784 78.100 83.778 83.774
	Acc: 0.957 OSCR : 75.940 AUROC_max_val (%): 84.784 AUROC_real (%): 77.603

Epoch 559/600
157/157 - 3s - loss: 0.4903 - accuracy: 0.9471 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4500240981578827
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.125 82.069 76.225 79.119 81.811
	Acc: 0.957 OSCR : 74.176 AUROC_max_val (%): 82.069 AUROC_real (%): 75.828

Epoch 560/600
157/157 - 3s - loss: 0.4912 - accuracy: 0.9481 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43216097354888916
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.000 85.274 78.150 84.511 84.020
	Acc: 0.958 OSCR : 76.887 AUROC_max_val (%): 85.274 AUROC_real (%): 78.563

Epoch 561/600
157/157 - 3s - loss: 0.4639 - accuracy: 0.9506 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4564858376979828
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.350 82.684 76.275 80.882 81.774
	Acc: 0.955 OSCR : 75.061 AUROC_max_val (%): 82.684 AUROC_real (%): 76.738

Epoch 562/600
157/157 - 3s - loss: 0.4772 - accuracy: 0.9482 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4585881531238556
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 87.097 80.062 86.963 85.963
	Acc: 0.958 OSCR : 76.102 AUROC_max_val (%): 87.097 AUROC_real (%): 77.975

Epoch 563/600
157/157 - 3s - loss: 0.4761 - accuracy: 0.9496 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44358012080192566
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 85.086 78.362 83.984 84.072
	Acc: 0.958 OSCR : 74.546 AUROC_max_val (%): 85.086 AUROC_real (%): 76.258

Epoch 564/600
157/157 - 3s - loss: 0.4685 - accuracy: 0.9506 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43671464920043945
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.450 86.183 78.938 85.606 84.925
	Acc: 0.959 OSCR : 75.271 AUROC_max_val (%): 86.183 AUROC_real (%): 76.981

Epoch 565/600
157/157 - 3s - loss: 0.4697 - accuracy: 0.9503 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43592068552970886
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.275 85.563 78.725 84.511 84.384
	Acc: 0.960 OSCR : 75.945 AUROC_max_val (%): 85.563 AUROC_real (%): 77.630

Epoch 566/600
157/157 - 3s - loss: 0.4610 - accuracy: 0.9513 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44388511776924133
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.825 82.732 76.562 79.732 82.512
	Acc: 0.959 OSCR : 74.619 AUROC_max_val (%): 82.732 AUROC_real (%): 76.270

Epoch 567/600
157/157 - 3s - loss: 0.4673 - accuracy: 0.9520 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4287811815738678
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 85.678 78.813 84.962 84.415
	Acc: 0.959 OSCR : 76.532 AUROC_max_val (%): 85.678 AUROC_real (%): 78.237

Epoch 568/600
157/157 - 3s - loss: 0.4730 - accuracy: 0.9486 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4632037281990051
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.325 84.069 77.662 82.360 83.266
	Acc: 0.956 OSCR : 73.956 AUROC_max_val (%): 84.069 AUROC_real (%): 75.735

Epoch 569/600
157/157 - 3s - loss: 0.4641 - accuracy: 0.9504 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4649624824523926
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.125 84.675 77.963 83.291 83.793
	Acc: 0.956 OSCR : 74.419 AUROC_max_val (%): 84.675 AUROC_real (%): 76.209

Epoch 570/600
157/157 - 3s - loss: 0.4707 - accuracy: 0.9502 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43880176544189453
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.975 83.975 77.488 81.825 83.352
	Acc: 0.957 OSCR : 75.918 AUROC_max_val (%): 83.975 AUROC_real (%): 77.618

Epoch 571/600
157/157 - 3s - loss: 0.4691 - accuracy: 0.9506 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4503731429576874
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 83.844 77.325 81.832 83.050
	Acc: 0.957 OSCR : 74.739 AUROC_max_val (%): 83.844 AUROC_real (%): 76.408

Epoch 572/600
157/157 - 3s - loss: 0.4804 - accuracy: 0.9474 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4463132321834564
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.125 85.477 78.775 84.639 84.385
	Acc: 0.957 OSCR : 74.940 AUROC_max_val (%): 85.477 AUROC_real (%): 76.661

Epoch 573/600
157/157 - 3s - loss: 0.4558 - accuracy: 0.9516 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43735966086387634
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.075 85.427 78.500 84.630 84.316
	Acc: 0.956 OSCR : 75.207 AUROC_max_val (%): 85.427 AUROC_real (%): 76.882

Epoch 574/600
157/157 - 3s - loss: 0.4643 - accuracy: 0.9491 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4356403648853302
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.475 85.128 78.300 84.133 84.014
	Acc: 0.958 OSCR : 75.858 AUROC_max_val (%): 85.128 AUROC_real (%): 77.526

Epoch 575/600
157/157 - 3s - loss: 0.4498 - accuracy: 0.9521 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43579643964767456
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.300 85.374 78.438 84.435 84.311
	Acc: 0.958 OSCR : 75.280 AUROC_max_val (%): 85.374 AUROC_real (%): 76.936

Epoch 576/600
157/157 - 3s - loss: 0.4665 - accuracy: 0.9503 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4500056803226471
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.975 84.662 77.850 83.377 83.673
	Acc: 0.956 OSCR : 74.731 AUROC_max_val (%): 84.662 AUROC_real (%): 76.402

Epoch 577/600
157/157 - 3s - loss: 0.4623 - accuracy: 0.9499 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46565765142440796
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.150 82.934 76.425 80.811 82.277
	Acc: 0.956 OSCR : 73.570 AUROC_max_val (%): 82.934 AUROC_real (%): 75.253

Epoch 578/600
157/157 - 3s - loss: 0.4660 - accuracy: 0.9502 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44446706771850586
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 84.389 77.613 82.920 83.491
	Acc: 0.958 OSCR : 74.822 AUROC_max_val (%): 84.389 AUROC_real (%): 76.499

Epoch 579/600
157/157 - 3s - loss: 0.4655 - accuracy: 0.9499 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44316068291664124
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 85.185 78.300 83.919 84.376
	Acc: 0.959 OSCR : 75.294 AUROC_max_val (%): 85.185 AUROC_real (%): 76.993

Epoch 580/600
157/157 - 3s - loss: 0.4370 - accuracy: 0.9542 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.447273850440979
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.350 84.596 77.850 83.119 83.831
	Acc: 0.958 OSCR : 74.585 AUROC_max_val (%): 84.596 AUROC_real (%): 76.288

Epoch 581/600
157/157 - 3s - loss: 0.4769 - accuracy: 0.9485 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43945395946502686
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.575 84.609 77.850 83.087 83.864
	Acc: 0.959 OSCR : 75.133 AUROC_max_val (%): 84.609 AUROC_real (%): 76.813

Epoch 582/600
157/157 - 3s - loss: 0.4484 - accuracy: 0.9506 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43907058238983154
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.475 85.692 78.688 84.932 84.623
	Acc: 0.960 OSCR : 75.202 AUROC_max_val (%): 85.692 AUROC_real (%): 76.897

Epoch 583/600
157/157 - 3s - loss: 0.4573 - accuracy: 0.9517 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43973681330680847
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.950 85.137 78.113 84.045 84.293
	Acc: 0.958 OSCR : 75.013 AUROC_max_val (%): 85.137 AUROC_real (%): 76.710

Epoch 584/600
157/157 - 3s - loss: 0.4389 - accuracy: 0.9531 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4354706406593323
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.950 85.291 78.300 84.131 84.391
	Acc: 0.958 OSCR : 75.632 AUROC_max_val (%): 85.291 AUROC_real (%): 77.325

Epoch 585/600
157/157 - 3s - loss: 0.4422 - accuracy: 0.9538 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44453129172325134
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.575 85.576 78.463 84.645 84.620
	Acc: 0.959 OSCR : 74.931 AUROC_max_val (%): 85.576 AUROC_real (%): 76.640

Epoch 586/600
157/157 - 3s - loss: 0.4372 - accuracy: 0.9536 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44077956676483154
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.850 85.425 78.463 84.446 84.468
	Acc: 0.959 OSCR : 74.701 AUROC_max_val (%): 85.425 AUROC_real (%): 76.374

Epoch 587/600
157/157 - 3s - loss: 0.4513 - accuracy: 0.9513 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4309732913970947
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.125 85.375 78.375 84.366 84.362
	Acc: 0.961 OSCR : 74.983 AUROC_max_val (%): 85.375 AUROC_real (%): 76.614

Epoch 588/600
157/157 - 3s - loss: 0.4551 - accuracy: 0.9521 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4335503578186035
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.825 85.195 78.138 84.155 84.203
	Acc: 0.961 OSCR : 74.708 AUROC_max_val (%): 85.195 AUROC_real (%): 76.338

Epoch 589/600
157/157 - 3s - loss: 0.4442 - accuracy: 0.9528 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44514116644859314
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.600 84.849 78.000 83.580 83.956
	Acc: 0.959 OSCR : 74.209 AUROC_max_val (%): 84.849 AUROC_real (%): 75.861

Epoch 590/600
157/157 - 3s - loss: 0.4458 - accuracy: 0.9538 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44126617908477783
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.850 85.028 78.050 83.862 84.057
	Acc: 0.958 OSCR : 74.593 AUROC_max_val (%): 85.028 AUROC_real (%): 76.244

Epoch 591/600
157/157 - 3s - loss: 0.4557 - accuracy: 0.9522 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4406566023826599
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.950 85.342 78.388 84.329 84.352
	Acc: 0.959 OSCR : 74.492 AUROC_max_val (%): 85.342 AUROC_real (%): 76.147

Epoch 592/600
157/157 - 3s - loss: 0.4529 - accuracy: 0.9521 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4334520697593689
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.550 85.839 78.812 85.014 84.823
	Acc: 0.960 OSCR : 74.991 AUROC_max_val (%): 85.839 AUROC_real (%): 76.642

Epoch 593/600
157/157 - 3s - loss: 0.4502 - accuracy: 0.9535 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4299454092979431
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.425 85.926 78.888 85.147 84.870
	Acc: 0.960 OSCR : 75.555 AUROC_max_val (%): 85.926 AUROC_real (%): 77.210

Epoch 594/600
157/157 - 3s - loss: 0.4461 - accuracy: 0.9534 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4350912272930145
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.200 85.701 78.712 84.833 84.678
	Acc: 0.960 OSCR : 75.141 AUROC_max_val (%): 85.701 AUROC_real (%): 76.798

Epoch 595/600
157/157 - 3s - loss: 0.4454 - accuracy: 0.9524 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4295933246612549
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.300 85.796 78.762 84.944 84.776
	Acc: 0.960 OSCR : 75.471 AUROC_max_val (%): 85.796 AUROC_real (%): 77.125

Epoch 596/600
157/157 - 3s - loss: 0.4487 - accuracy: 0.9523 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4294929504394531
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.625 85.771 78.763 84.931 84.732
	Acc: 0.959 OSCR : 75.563 AUROC_max_val (%): 85.771 AUROC_real (%): 77.220

Epoch 597/600
157/157 - 3s - loss: 0.4475 - accuracy: 0.9525 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43465763330459595
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.325 85.617 78.688 84.743 84.594
	Acc: 0.959 OSCR : 75.163 AUROC_max_val (%): 85.617 AUROC_real (%): 76.821

Epoch 598/600
157/157 - 3s - loss: 0.4449 - accuracy: 0.9531 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4350999891757965
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 85.578 78.663 84.676 84.566
	Acc: 0.959 OSCR : 75.087 AUROC_max_val (%): 85.578 AUROC_real (%): 76.749

Epoch 599/600
157/157 - 3s - loss: 0.4588 - accuracy: 0.9498 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4307732582092285
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.625 85.594 78.675 84.693 84.544
	Acc: 0.959 OSCR : 75.521 AUROC_max_val (%): 85.594 AUROC_real (%): 77.177

Epoch 600/600
157/157 - 3s - loss: 0.4507 - accuracy: 0.9512 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43375250697135925
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 85.587 78.638 84.681 84.578
	Acc: 0.960 OSCR : 75.088 AUROC_max_val (%): 85.587 AUROC_real (%): 76.734

--- Execution time : 0:41:18.699963 ---
Closed set loss: 0.4337525
Closed set metrics:
accuracy: 0.9602500200271606 

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32/32 [==============================] - 0s 4ms/step
W0905 09:57:35.188256 22618686199488 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 09:57:35.189079 22618686199488 utils.py:108] Saving model in results/benchmark_osr//standard_vgg32/dist/cifar+50//split-2/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 09:57:35.189232 22618686199488 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 09:57:36.939407 22618686199488 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+50//split-2/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 09:57:37.436033 22618686199488 builder_impl.py:797] Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar+50//split-2/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 09:57:37.498984 22618686199488 utils.py:112] Saving history in results/benchmark_osr//standard_vgg32/dist/cifar+50//split-2/nb_f-5/anchor_mul-10/max_d-12.649/history.pkl
AUROC score: 0.7673378750000001
