I0905 08:02:01.628604 22701552670400 utils.py:90] Saving flags in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-1/nb_f-5/anchor_mul-10/max_d-12.649/flags.txt
I0905 08:02:01.635991 22701552670400 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 08:02:01.642536 22701552670400 dataset_builder.py:528] Reusing dataset cifar10 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2)
I0905 08:02:02.952947 22701552670400 logging_logger.py:49] Constructing tf.data.Dataset cifar10 for split ['train', 'test'], from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 08:02:02.953987 22701552670400 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2
I0905 08:02:02.958311 22701552670400 dataset_builder.py:528] Reusing dataset cifar100 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2)
I0905 08:02:02.990684 22701552670400 logging_logger.py:49] Constructing tf.data.Dataset cifar100 for split ['test'], from /home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2
nb_train_examples: 20000
ds_test_k_size: 1000
ds_test_uk_size: 1000
Dataset: cifar+10
Known classes: [0, 1, 8, 9]
Unknown classes: [41, 9, 49, 40, 73, 60, 48, 30, 95, 71]
--- Data preprocessing time : 0:00:07.731288 ---
Model: "model"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_2 (InputLayer)        [(None, 32, 32, 3)]       0         
                                                                 
 rescaling (Rescaling)       (None, 32, 32, 3)         0         
                                                                 
 normalization (Normalizatio  (None, 32, 32, 3)        0         
 n)                                                              
                                                                 
 dropout (Dropout)           (None, 32, 32, 3)         0         
                                                                 
 conv2d (Conv2D)             (None, 32, 32, 64)        1728      
                                                                 
 batch_normalization (BatchN  (None, 32, 32, 64)       256       
 ormalization)                                                   
                                                                 
 leaky_re_lu (LeakyReLU)     (None, 32, 32, 64)        0         
                                                                 
 conv2d_1 (Conv2D)           (None, 32, 32, 64)        36864     
                                                                 
 batch_normalization_1 (Batc  (None, 32, 32, 64)       256       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_1 (LeakyReLU)   (None, 32, 32, 64)        0         
                                                                 
 conv2d_2 (Conv2D)           (None, 16, 16, 128)       73728     
                                                                 
 batch_normalization_2 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_2 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 dropout_1 (Dropout)         (None, 16, 16, 128)       0         
                                                                 
 conv2d_3 (Conv2D)           (None, 16, 16, 128)       147456    
                                                                 
 batch_normalization_3 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_3 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 conv2d_4 (Conv2D)           (None, 16, 16, 128)       147456    
                                                                 
 batch_normalization_4 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_4 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 conv2d_5 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_5 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_5 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 dropout_2 (Dropout)         (None, 8, 8, 128)         0         
                                                                 
 conv2d_6 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_6 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_6 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 conv2d_7 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_7 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_7 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 conv2d_8 (Conv2D)           (None, 4, 4, 128)         147456    
                                                                 
 batch_normalization_8 (Batc  (None, 4, 4, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_8 (LeakyReLU)   (None, 4, 4, 128)         0         
                                                                 
 conv2d_9 (Conv2D)           (None, 4, 4, 20)          23040     
                                                                 
 features_layer (GlobalAvera  (None, 20)               0         
 gePooling2D)                                                    
                                                                 
=================================================================
Total params: 1,024,192
Trainable params: 1,022,144
Non-trainable params: 2,048
_________________________________________________________________
Using cosine_restart_warmup scheduler
2023-09-05 08:02:11.915901: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inmodel/dropout_1/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
2023-09-05 08:02:19.764250: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inmodel/dropout_1/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
Linear step: 0.009928503261272714
Warmup lrs: tf.Tensor(
[9.9999997e-05 1.0028503e-02 1.9957006e-02 2.9885510e-02 3.9814014e-02
 4.9742516e-02 5.9671018e-02 6.9599524e-02 7.9528026e-02 8.9456528e-02
 9.9385031e-02], shape=(11,), dtype=float32)
Training with loss: dist
Epoch  1/600
157/157 - 11s - loss: 8.8586 - accuracy: 0.2632 - 11s/epoch - 68ms/step
Test results :
	Loss (on known):8.758249282836914
	accuracy: 0.2809999883174896 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     4.300 49.472 51.100 49.247 50.227
	Acc: 0.281 OSCR : 15.408 AUROC_max_val (%): 49.472 AUROC_real (%): 50.666

Epoch  2/600
157/157 - 4s - loss: 5.5913 - accuracy: 0.4245 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):6.038716793060303
	accuracy: 0.5049999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     6.800 55.393 54.800 54.276 54.474
	Acc: 0.505 OSCR : 30.104 AUROC_max_val (%): 55.393 AUROC_real (%): 53.770

Epoch  3/600
157/157 - 4s - loss: 4.6708 - accuracy: 0.5234 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):6.800004959106445
	accuracy: 0.5260000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     6.700 52.826 52.950 50.228 53.093
	Acc: 0.526 OSCR : 28.415 AUROC_max_val (%): 52.826 AUROC_real (%): 52.584

Epoch  4/600
157/157 - 4s - loss: 4.0549 - accuracy: 0.5832 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):3.2460083961486816
	accuracy: 0.7149999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     7.700 59.889 58.350 60.604 56.744
	Acc: 0.715 OSCR : 42.180 AUROC_max_val (%): 59.889 AUROC_real (%): 53.089

Epoch  5/600
157/157 - 4s - loss: 3.7203 - accuracy: 0.6192 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):5.5187835693359375
	accuracy: 0.574999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     6.600 55.842 54.700 55.322 54.091
	Acc: 0.575 OSCR : 28.937 AUROC_max_val (%): 55.842 AUROC_real (%): 47.390

Epoch  6/600
157/157 - 4s - loss: 3.3911 - accuracy: 0.6516 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):4.93953800201416
	accuracy: 0.6679999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     5.600 61.985 61.000 64.405 57.069
	Acc: 0.668 OSCR : 35.287 AUROC_max_val (%): 61.985 AUROC_real (%): 49.394

Epoch  7/600
157/157 - 4s - loss: 3.1002 - accuracy: 0.6834 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):4.521337032318115
	accuracy: 0.6800000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     5.100 58.591 59.550 64.341 54.006
	Acc: 0.680 OSCR : 31.762 AUROC_max_val (%): 58.591 AUROC_real (%): 44.379

Epoch  8/600
157/157 - 4s - loss: 2.9819 - accuracy: 0.6974 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):4.041216850280762
	accuracy: 0.7450000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.300 63.692 61.750 67.395 59.349
	Acc: 0.745 OSCR : 38.890 AUROC_max_val (%): 63.692 AUROC_real (%): 50.066

Epoch  9/600
157/157 - 4s - loss: 2.8041 - accuracy: 0.7132 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):2.7648167610168457
	accuracy: 0.8199999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.400 69.176 64.450 71.548 65.765
	Acc: 0.820 OSCR : 48.005 AUROC_max_val (%): 69.176 AUROC_real (%): 54.758

Epoch 10/600
157/157 - 4s - loss: 2.6672 - accuracy: 0.7273 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):2.2336559295654297
	accuracy: 0.7919999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.400 69.149 64.450 69.661 65.762
	Acc: 0.792 OSCR : 53.294 AUROC_max_val (%): 69.149 AUROC_real (%): 61.177

Epoch 11/600
157/157 - 4s - loss: 2.5932 - accuracy: 0.7336 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):2.210162878036499
	accuracy: 0.847000002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.400 68.769 65.250 70.380 62.881
	Acc: 0.847 OSCR : 50.747 AUROC_max_val (%): 68.769 AUROC_real (%): 55.915

Epoch 12/600
157/157 - 4s - loss: 2.4356 - accuracy: 0.7497 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):2.2542855739593506
	accuracy: 0.8389999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.300 69.304 64.750 68.289 65.974
	Acc: 0.839 OSCR : 54.111 AUROC_max_val (%): 69.304 AUROC_real (%): 61.226

Epoch 13/600
157/157 - 4s - loss: 2.3039 - accuracy: 0.7623 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.9617481231689453
	accuracy: 0.8399999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.900 73.678 69.250 77.689 66.905
	Acc: 0.840 OSCR : 60.439 AUROC_max_val (%): 73.678 AUROC_real (%): 67.494

Epoch 14/600
157/157 - 4s - loss: 2.2585 - accuracy: 0.7653 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):2.07243013381958
	accuracy: 0.8479999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.500 76.136 70.000 78.594 71.909
	Acc: 0.848 OSCR : 52.969 AUROC_max_val (%): 76.136 AUROC_real (%): 59.290

Epoch 15/600
157/157 - 4s - loss: 2.2242 - accuracy: 0.7703 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.7851108312606812
	accuracy: 0.8399999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.500 71.691 67.050 76.078 65.416
	Acc: 0.840 OSCR : 59.064 AUROC_max_val (%): 71.691 AUROC_real (%): 65.238

Epoch 16/600
157/157 - 4s - loss: 2.1590 - accuracy: 0.7768 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.6971333026885986
	accuracy: 0.8669999837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.000 76.570 70.850 80.180 71.477
	Acc: 0.867 OSCR : 60.587 AUROC_max_val (%): 76.570 AUROC_real (%): 66.225

Epoch 17/600
157/157 - 4s - loss: 2.1123 - accuracy: 0.7825 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.4697171449661255
	accuracy: 0.8830000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.400 70.696 66.350 71.826 66.065
	Acc: 0.883 OSCR : 59.356 AUROC_max_val (%): 70.696 AUROC_real (%): 63.802

Epoch 18/600
157/157 - 4s - loss: 2.0499 - accuracy: 0.7864 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.4831867218017578
	accuracy: 0.8610000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.800 74.358 68.250 77.144 70.239
	Acc: 0.861 OSCR : 62.195 AUROC_max_val (%): 74.358 AUROC_real (%): 67.830

Epoch 19/600
157/157 - 4s - loss: 2.0388 - accuracy: 0.7875 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.6819407939910889
	accuracy: 0.859000027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.900 73.908 68.500 77.194 69.572
	Acc: 0.859 OSCR : 59.457 AUROC_max_val (%): 73.908 AUROC_real (%): 65.449

Epoch 20/600
157/157 - 4s - loss: 1.9916 - accuracy: 0.7940 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.7748587131500244
	accuracy: 0.8539999723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.600 76.570 70.700 79.630 71.588
	Acc: 0.854 OSCR : 57.116 AUROC_max_val (%): 76.570 AUROC_real (%): 62.793

Epoch 21/600
157/157 - 4s - loss: 1.9422 - accuracy: 0.7979 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.7832120656967163
	accuracy: 0.8610000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.500 62.875 61.300 65.467 58.580
	Acc: 0.861 OSCR : 58.400 AUROC_max_val (%): 62.875 AUROC_real (%): 64.262

Epoch 22/600
157/157 - 4s - loss: 1.9174 - accuracy: 0.8027 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.5230011940002441
	accuracy: 0.8809999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.500 71.006 67.500 74.450 65.081
	Acc: 0.881 OSCR : 60.995 AUROC_max_val (%): 71.006 AUROC_real (%): 65.848

Epoch 23/600
157/157 - 4s - loss: 1.9523 - accuracy: 0.7979 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):2.3075737953186035
	accuracy: 0.8389999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.700 75.505 70.200 79.144 70.808
	Acc: 0.839 OSCR : 53.277 AUROC_max_val (%): 75.505 AUROC_real (%): 60.403

Epoch 24/600
157/157 - 4s - loss: 1.9002 - accuracy: 0.8019 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):2.0249521732330322
	accuracy: 0.8370000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.800 71.065 66.150 75.213 66.091
	Acc: 0.837 OSCR : 53.881 AUROC_max_val (%): 71.065 AUROC_real (%): 60.773

Epoch 25/600
157/157 - 4s - loss: 1.8616 - accuracy: 0.8058 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.6448562145233154
	accuracy: 0.8569999933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.700 71.088 67.000 73.875 65.137
	Acc: 0.857 OSCR : 61.594 AUROC_max_val (%): 71.088 AUROC_real (%): 66.836

Epoch 26/600
157/157 - 4s - loss: 1.8355 - accuracy: 0.8088 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.317359447479248
	accuracy: 0.8830000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.400 77.771 71.300 79.179 75.004
	Acc: 0.883 OSCR : 68.538 AUROC_max_val (%): 77.771 AUROC_real (%): 74.146

Epoch 27/600
157/157 - 4s - loss: 1.8303 - accuracy: 0.8101 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.236518383026123
	accuracy: 0.8799999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.900 78.002 73.500 80.847 72.117
	Acc: 0.880 OSCR : 66.943 AUROC_max_val (%): 78.002 AUROC_real (%): 71.664

Epoch 28/600
157/157 - 4s - loss: 1.7801 - accuracy: 0.8148 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):2.07277250289917
	accuracy: 0.8360000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.100 72.753 67.400 75.336 68.729
	Acc: 0.836 OSCR : 54.086 AUROC_max_val (%): 72.753 AUROC_real (%): 61.003

Epoch 29/600
157/157 - 4s - loss: 1.7236 - accuracy: 0.8221 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.4058599472045898
	accuracy: 0.8809999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.300 77.386 72.450 77.584 73.922
	Acc: 0.881 OSCR : 62.926 AUROC_max_val (%): 77.386 AUROC_real (%): 67.751

Epoch 30/600
157/157 - 4s - loss: 1.7494 - accuracy: 0.8188 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):2.057204246520996
	accuracy: 0.8349999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.200 73.728 68.200 76.984 68.758
	Acc: 0.835 OSCR : 52.264 AUROC_max_val (%): 73.728 AUROC_real (%): 59.172

Epoch 31/600
157/157 - 4s - loss: 1.7158 - accuracy: 0.8212 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.205852746963501
	accuracy: 0.9110000133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.800 77.369 71.600 79.001 72.905
	Acc: 0.911 OSCR : 63.807 AUROC_max_val (%): 77.369 AUROC_real (%): 67.556

Epoch 32/600
157/157 - 4s - loss: 1.7195 - accuracy: 0.8210 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.5831917524337769
	accuracy: 0.8700000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.400 78.282 72.750 81.632 71.353
	Acc: 0.870 OSCR : 62.583 AUROC_max_val (%): 78.282 AUROC_real (%): 68.226

Epoch 33/600
157/157 - 4s - loss: 1.6919 - accuracy: 0.8234 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.267825722694397
	accuracy: 0.8740000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.900 71.668 67.200 71.398 68.646
	Acc: 0.874 OSCR : 66.553 AUROC_max_val (%): 71.668 AUROC_real (%): 71.374

Epoch 34/600
157/157 - 4s - loss: 1.6588 - accuracy: 0.8274 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.8109484910964966
	accuracy: 0.843999981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.100 71.512 67.850 74.837 65.929
	Acc: 0.844 OSCR : 56.850 AUROC_max_val (%): 71.512 AUROC_real (%): 63.042

Epoch 35/600
157/157 - 4s - loss: 1.6720 - accuracy: 0.8263 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.3137141466140747
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.300 80.554 74.150 82.742 76.149
	Acc: 0.892 OSCR : 64.765 AUROC_max_val (%): 80.554 AUROC_real (%): 69.386

Epoch 36/600
157/157 - 4s - loss: 1.6496 - accuracy: 0.8254 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.3923633098602295
	accuracy: 0.8870000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.200 70.853 66.500 69.510 67.470
	Acc: 0.887 OSCR : 62.659 AUROC_max_val (%): 70.853 AUROC_real (%): 67.102

Epoch 37/600
157/157 - 4s - loss: 1.5981 - accuracy: 0.8326 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.5961861610412598
	accuracy: 0.8619999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.700 68.059 64.200 66.586 66.472
	Acc: 0.862 OSCR : 54.334 AUROC_max_val (%): 68.059 AUROC_real (%): 59.108

Epoch 38/600
157/157 - 4s - loss: 1.5789 - accuracy: 0.8340 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.4460933208465576
	accuracy: 0.8740000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.600 74.605 68.650 74.951 71.117
	Acc: 0.874 OSCR : 61.695 AUROC_max_val (%): 74.605 AUROC_real (%): 66.784

Epoch 39/600
157/157 - 4s - loss: 1.5622 - accuracy: 0.8373 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0373122692108154
	accuracy: 0.9089999794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.700 81.197 74.400 83.237 77.864
	Acc: 0.909 OSCR : 68.158 AUROC_max_val (%): 81.197 AUROC_real (%): 72.438

Epoch 40/600
157/157 - 4s - loss: 1.5614 - accuracy: 0.8365 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0139963626861572
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.400 78.825 73.100 81.187 73.720
	Acc: 0.907 OSCR : 71.007 AUROC_max_val (%): 78.825 AUROC_real (%): 75.083

Epoch 41/600
157/157 - 4s - loss: 1.5453 - accuracy: 0.8394 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0323379039764404
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 82.757 75.700 85.258 79.454
	Acc: 0.914 OSCR : 66.828 AUROC_max_val (%): 82.757 AUROC_real (%): 70.364

Epoch 42/600
157/157 - 4s - loss: 1.5210 - accuracy: 0.8408 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.3107997179031372
	accuracy: 0.8840000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.000 69.324 65.350 67.286 66.467
	Acc: 0.884 OSCR : 66.489 AUROC_max_val (%): 69.324 AUROC_real (%): 71.081

Epoch 43/600
157/157 - 4s - loss: 1.4837 - accuracy: 0.8446 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.023682713508606
	accuracy: 0.9110000133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.300 80.125 74.600 82.998 74.420
	Acc: 0.911 OSCR : 68.876 AUROC_max_val (%): 80.125 AUROC_real (%): 72.478

Epoch 44/600
157/157 - 4s - loss: 1.4756 - accuracy: 0.8471 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.626902461051941
	accuracy: 0.890999972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.000 80.244 74.450 83.215 74.854
	Acc: 0.891 OSCR : 60.840 AUROC_max_val (%): 80.244 AUROC_real (%): 65.558

Epoch 45/600
157/157 - 4s - loss: 1.4812 - accuracy: 0.8444 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.1218352317810059
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.700 77.809 71.800 78.690 72.994
	Acc: 0.906 OSCR : 64.974 AUROC_max_val (%): 77.809 AUROC_real (%): 68.362

Epoch 46/600
157/157 - 4s - loss: 1.4590 - accuracy: 0.8472 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.087548851966858
	accuracy: 0.8960000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.100 78.331 72.200 80.258 73.011
	Acc: 0.896 OSCR : 68.857 AUROC_max_val (%): 78.331 AUROC_real (%): 73.190

Epoch 47/600
157/157 - 4s - loss: 1.4673 - accuracy: 0.8462 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.2765538692474365
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.000 71.377 66.400 72.437 66.734
	Acc: 0.906 OSCR : 66.467 AUROC_max_val (%): 71.377 AUROC_real (%): 70.560

Epoch 48/600
157/157 - 4s - loss: 1.4534 - accuracy: 0.8496 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9240195155143738
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 86.165 79.500 88.773 81.600
	Acc: 0.920 OSCR : 70.855 AUROC_max_val (%): 86.165 AUROC_real (%): 74.056

Epoch 49/600
157/157 - 4s - loss: 1.4188 - accuracy: 0.8520 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.2230029106140137
	accuracy: 0.9010000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.300 79.481 74.700 83.020 73.420
	Acc: 0.901 OSCR : 68.033 AUROC_max_val (%): 79.481 AUROC_real (%): 72.399

Epoch 50/600
157/157 - 4s - loss: 1.4389 - accuracy: 0.8500 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9667307138442993
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 81.386 75.150 83.271 77.087
	Acc: 0.907 OSCR : 68.580 AUROC_max_val (%): 81.386 AUROC_real (%): 72.289

Epoch 51/600
157/157 - 4s - loss: 1.4232 - accuracy: 0.8496 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9828203916549683
	accuracy: 0.9020000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.800 78.536 73.200 81.185 73.692
	Acc: 0.902 OSCR : 69.310 AUROC_max_val (%): 78.536 AUROC_real (%): 73.400

Epoch 52/600
157/157 - 4s - loss: 1.4103 - accuracy: 0.8536 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9965672492980957
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.600 78.652 73.500 80.906 73.572
	Acc: 0.918 OSCR : 71.154 AUROC_max_val (%): 78.652 AUROC_real (%): 74.694

Epoch 53/600
157/157 - 4s - loss: 1.3793 - accuracy: 0.8555 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9025735855102539
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.900 81.965 75.850 85.123 77.216
	Acc: 0.914 OSCR : 74.420 AUROC_max_val (%): 81.965 AUROC_real (%): 78.679

Epoch 54/600
157/157 - 4s - loss: 1.3670 - accuracy: 0.8569 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9400550127029419
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.700 83.295 76.250 85.149 80.165
	Acc: 0.923 OSCR : 69.261 AUROC_max_val (%): 83.295 AUROC_real (%): 72.896

Epoch 55/600
157/157 - 4s - loss: 1.3603 - accuracy: 0.8569 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0883833169937134
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.700 81.986 76.150 84.673 77.739
	Acc: 0.915 OSCR : 65.555 AUROC_max_val (%): 81.986 AUROC_real (%): 68.777

Epoch 56/600
157/157 - 4s - loss: 1.3522 - accuracy: 0.8562 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9136263132095337
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.300 76.746 70.900 78.451 73.282
	Acc: 0.919 OSCR : 67.447 AUROC_max_val (%): 76.746 AUROC_real (%): 70.794

Epoch 57/600
157/157 - 4s - loss: 1.3279 - accuracy: 0.8595 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.916931688785553
	accuracy: 0.9089999794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.300 74.794 68.950 76.055 71.907
	Acc: 0.909 OSCR : 74.041 AUROC_max_val (%): 74.794 AUROC_real (%): 77.951

Epoch 58/600
157/157 - 4s - loss: 1.3354 - accuracy: 0.8593 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0252612829208374
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.500 74.165 70.150 73.050 70.592
	Acc: 0.916 OSCR : 67.173 AUROC_max_val (%): 74.165 AUROC_real (%): 70.566

Epoch 59/600
157/157 - 4s - loss: 1.3076 - accuracy: 0.8615 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9041996598243713
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.100 73.828 68.550 73.814 69.566
	Acc: 0.922 OSCR : 66.685 AUROC_max_val (%): 73.828 AUROC_real (%): 69.620

Epoch 60/600
157/157 - 4s - loss: 1.3123 - accuracy: 0.8630 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.7436102628707886
	accuracy: 0.875 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.500 65.009 62.100 61.648 65.427
	Acc: 0.875 OSCR : 57.495 AUROC_max_val (%): 65.009 AUROC_real (%): 62.902

Epoch 61/600
157/157 - 4s - loss: 1.3024 - accuracy: 0.8633 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9362258315086365
	accuracy: 0.9039999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.400 77.800 72.550 80.913 72.782
	Acc: 0.904 OSCR : 72.266 AUROC_max_val (%): 77.800 AUROC_real (%): 75.864

Epoch 62/600
157/157 - 4s - loss: 1.2877 - accuracy: 0.8652 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7793208360671997
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.400 81.832 76.150 83.333 77.402
	Acc: 0.923 OSCR : 73.215 AUROC_max_val (%): 81.832 AUROC_real (%): 75.994

Epoch 63/600
157/157 - 4s - loss: 1.2646 - accuracy: 0.8665 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8289368748664856
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.900 78.537 72.800 78.701 75.543
	Acc: 0.917 OSCR : 71.332 AUROC_max_val (%): 78.537 AUROC_real (%): 74.675

Epoch 64/600
157/157 - 4s - loss: 1.2929 - accuracy: 0.8651 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8293535113334656
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.900 81.376 75.350 83.355 77.632
	Acc: 0.919 OSCR : 70.596 AUROC_max_val (%): 81.376 AUROC_real (%): 73.853

Epoch 65/600
157/157 - 4s - loss: 1.2672 - accuracy: 0.8668 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0975326299667358
	accuracy: 0.8939999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.500 66.744 62.300 68.475 63.123
	Acc: 0.894 OSCR : 62.829 AUROC_max_val (%): 66.744 AUROC_real (%): 66.414

Epoch 66/600
157/157 - 4s - loss: 1.2556 - accuracy: 0.8669 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8566535711288452
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.500 80.786 75.000 82.110 76.337
	Acc: 0.919 OSCR : 68.799 AUROC_max_val (%): 80.786 AUROC_real (%): 71.755

Epoch 67/600
157/157 - 4s - loss: 1.2278 - accuracy: 0.8722 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6914440393447876
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 84.388 78.050 87.200 79.257
	Acc: 0.934 OSCR : 74.994 AUROC_max_val (%): 84.388 AUROC_real (%): 77.715

Epoch 68/600
157/157 - 4s - loss: 1.2276 - accuracy: 0.8729 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.2562944889068604
	accuracy: 0.8949999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.800 76.583 71.700 79.186 70.781
	Acc: 0.895 OSCR : 61.625 AUROC_max_val (%): 76.583 AUROC_real (%): 66.016

Epoch 69/600
157/157 - 4s - loss: 1.2248 - accuracy: 0.8712 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7343732714653015
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.500 81.700 75.750 84.703 76.739
	Acc: 0.937 OSCR : 71.430 AUROC_max_val (%): 81.700 AUROC_real (%): 74.157

Epoch 70/600
157/157 - 4s - loss: 1.2170 - accuracy: 0.8718 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6627029180526733
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 83.639 77.450 84.959 79.856
	Acc: 0.928 OSCR : 75.738 AUROC_max_val (%): 83.639 AUROC_real (%): 78.455

Epoch 71/600
157/157 - 4s - loss: 1.2147 - accuracy: 0.8727 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8328210115432739
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.600 78.039 71.050 80.086 74.712
	Acc: 0.928 OSCR : 65.181 AUROC_max_val (%): 78.039 AUROC_real (%): 68.172

Epoch 72/600
157/157 - 4s - loss: 1.2142 - accuracy: 0.8736 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7241045236587524
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.400 78.126 73.150 80.119 73.158
	Acc: 0.927 OSCR : 68.833 AUROC_max_val (%): 78.126 AUROC_real (%): 71.338

Epoch 73/600
157/157 - 4s - loss: 1.1832 - accuracy: 0.8749 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8764320611953735
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.300 76.236 71.650 76.584 71.758
	Acc: 0.917 OSCR : 70.733 AUROC_max_val (%): 76.236 AUROC_real (%): 73.872

Epoch 74/600
157/157 - 4s - loss: 1.2065 - accuracy: 0.8721 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.75154709815979
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 83.825 76.250 84.670 81.663
	Acc: 0.926 OSCR : 72.888 AUROC_max_val (%): 83.825 AUROC_real (%): 76.236

Epoch 75/600
157/157 - 4s - loss: 1.1854 - accuracy: 0.8756 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8643864393234253
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.700 75.440 70.050 76.016 72.532
	Acc: 0.922 OSCR : 65.506 AUROC_max_val (%): 75.440 AUROC_real (%): 68.405

Epoch 76/600
157/157 - 4s - loss: 1.1734 - accuracy: 0.8769 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7517315745353699
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.400 83.523 76.300 86.086 79.655
	Acc: 0.934 OSCR : 70.936 AUROC_max_val (%): 83.523 AUROC_real (%): 73.892

Epoch 77/600
157/157 - 4s - loss: 1.1561 - accuracy: 0.8763 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7366546988487244
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.000 82.391 74.900 84.093 79.699
	Acc: 0.926 OSCR : 75.579 AUROC_max_val (%): 82.391 AUROC_real (%): 79.005

Epoch 78/600
157/157 - 4s - loss: 1.1874 - accuracy: 0.8741 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8771935701370239
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.200 82.272 75.450 84.194 78.448
	Acc: 0.927 OSCR : 71.182 AUROC_max_val (%): 82.272 AUROC_real (%): 74.488

Epoch 79/600
157/157 - 4s - loss: 1.1312 - accuracy: 0.8816 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7768526077270508
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 83.033 76.000 84.143 79.879
	Acc: 0.930 OSCR : 69.875 AUROC_max_val (%): 83.033 AUROC_real (%): 72.773

Epoch 80/600
157/157 - 4s - loss: 1.1465 - accuracy: 0.8788 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8290871977806091
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.100 78.701 73.600 80.957 73.070
	Acc: 0.915 OSCR : 68.825 AUROC_max_val (%): 78.701 AUROC_real (%): 71.749

Epoch 81/600
157/157 - 4s - loss: 1.1306 - accuracy: 0.8813 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8058009147644043
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.800 78.329 73.100 80.944 71.428
	Acc: 0.919 OSCR : 71.916 AUROC_max_val (%): 78.329 AUROC_real (%): 74.779

Epoch 82/600
157/157 - 4s - loss: 1.1140 - accuracy: 0.8821 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6880976557731628
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 85.237 78.900 87.645 81.856
	Acc: 0.931 OSCR : 71.961 AUROC_max_val (%): 85.237 AUROC_real (%): 74.712

Epoch 83/600
157/157 - 4s - loss: 1.1433 - accuracy: 0.8788 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8956165313720703
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.400 77.622 72.900 80.407 71.588
	Acc: 0.918 OSCR : 70.730 AUROC_max_val (%): 77.622 AUROC_real (%): 73.853

Epoch 84/600
157/157 - 4s - loss: 1.0869 - accuracy: 0.8866 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.773240327835083
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.500 79.710 73.350 81.958 75.735
	Acc: 0.927 OSCR : 67.576 AUROC_max_val (%): 79.710 AUROC_real (%): 70.155

Epoch 85/600
157/157 - 4s - loss: 1.1077 - accuracy: 0.8811 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7720067501068115
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 87.910 80.900 89.995 84.433
	Acc: 0.937 OSCR : 72.253 AUROC_max_val (%): 87.910 AUROC_real (%): 74.797

Epoch 86/600
157/157 - 4s - loss: 1.1020 - accuracy: 0.8839 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.676304280757904
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.200 83.594 77.050 85.374 79.705
	Acc: 0.929 OSCR : 75.078 AUROC_max_val (%): 83.594 AUROC_real (%): 77.720

Epoch 87/600
157/157 - 4s - loss: 1.0630 - accuracy: 0.8885 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8114041686058044
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.900 76.216 71.400 77.920 71.781
	Acc: 0.930 OSCR : 64.228 AUROC_max_val (%): 76.216 AUROC_real (%): 66.880

Epoch 88/600
157/157 - 4s - loss: 1.0851 - accuracy: 0.8843 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9387040138244629
	accuracy: 0.902999997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.600 74.659 69.900 76.328 69.201
	Acc: 0.903 OSCR : 69.497 AUROC_max_val (%): 74.659 AUROC_real (%): 72.828

Epoch 89/600
157/157 - 4s - loss: 1.1101 - accuracy: 0.8821 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0886839628219604
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.200 71.911 67.350 73.018 67.375
	Acc: 0.907 OSCR : 64.151 AUROC_max_val (%): 71.911 AUROC_real (%): 67.476

Epoch 90/600
157/157 - 4s - loss: 1.0959 - accuracy: 0.8854 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6226407289505005
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.700 82.303 76.650 84.343 78.281
	Acc: 0.940 OSCR : 72.645 AUROC_max_val (%): 82.303 AUROC_real (%): 74.993

Epoch 91/600
157/157 - 4s - loss: 1.0718 - accuracy: 0.8870 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0750502347946167
	accuracy: 0.902999997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.800 80.295 74.250 83.202 75.474
	Acc: 0.903 OSCR : 67.019 AUROC_max_val (%): 80.295 AUROC_real (%): 70.709

Epoch 92/600
157/157 - 4s - loss: 1.0818 - accuracy: 0.8851 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9445987343788147
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.700 74.574 70.500 73.546 70.024
	Acc: 0.915 OSCR : 73.066 AUROC_max_val (%): 74.574 AUROC_real (%): 76.320

Epoch 93/600
157/157 - 4s - loss: 1.0333 - accuracy: 0.8905 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8479635119438171
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.600 79.690 74.450 81.085 75.991
	Acc: 0.925 OSCR : 71.098 AUROC_max_val (%): 79.690 AUROC_real (%): 74.292

Epoch 94/600
157/157 - 4s - loss: 1.0399 - accuracy: 0.8905 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6490560173988342
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.200 84.477 77.400 87.046 80.811
	Acc: 0.936 OSCR : 74.346 AUROC_max_val (%): 84.477 AUROC_real (%): 76.961

Epoch 95/600
157/157 - 4s - loss: 1.0397 - accuracy: 0.8895 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.712568998336792
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.000 81.476 75.750 84.558 75.980
	Acc: 0.930 OSCR : 72.885 AUROC_max_val (%): 81.476 AUROC_real (%): 75.523

Epoch 96/600
157/157 - 4s - loss: 1.0075 - accuracy: 0.8933 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7195023894309998
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.900 84.026 77.700 85.564 80.304
	Acc: 0.934 OSCR : 68.403 AUROC_max_val (%): 84.026 AUROC_real (%): 71.017

Epoch 97/600
157/157 - 4s - loss: 1.0350 - accuracy: 0.8905 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5848329067230225
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 84.071 77.550 85.150 81.854
	Acc: 0.944 OSCR : 75.874 AUROC_max_val (%): 84.071 AUROC_real (%): 78.230

Epoch 98/600
157/157 - 4s - loss: 1.0309 - accuracy: 0.8917 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.718562126159668
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.800 84.003 77.800 86.590 79.174
	Acc: 0.936 OSCR : 69.780 AUROC_max_val (%): 84.003 AUROC_real (%): 72.129

Epoch 99/600
157/157 - 4s - loss: 1.0144 - accuracy: 0.8904 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6236253380775452
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.500 83.172 76.950 85.882 78.342
	Acc: 0.944 OSCR : 73.291 AUROC_max_val (%): 83.172 AUROC_real (%): 75.570

Epoch 100/600
157/157 - 4s - loss: 1.0129 - accuracy: 0.8944 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6239645481109619
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.300 85.096 79.000 87.783 80.826
	Acc: 0.943 OSCR : 73.318 AUROC_max_val (%): 85.096 AUROC_real (%): 75.628

Epoch 101/600
157/157 - 4s - loss: 0.9977 - accuracy: 0.8942 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8167202472686768
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.900 76.880 70.300 78.877 72.700
	Acc: 0.924 OSCR : 63.736 AUROC_max_val (%): 76.880 AUROC_real (%): 66.436

Epoch 102/600
157/157 - 4s - loss: 0.9857 - accuracy: 0.8965 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6584229469299316
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 84.728 78.000 87.225 80.786
	Acc: 0.935 OSCR : 74.486 AUROC_max_val (%): 84.728 AUROC_real (%): 77.053

Epoch 103/600
157/157 - 4s - loss: 1.0144 - accuracy: 0.8922 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7389898896217346
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 82.376 75.900 83.116 79.426
	Acc: 0.929 OSCR : 67.356 AUROC_max_val (%): 82.376 AUROC_real (%): 69.879

Epoch 104/600
157/157 - 4s - loss: 0.9914 - accuracy: 0.8944 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6841764450073242
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.700 80.828 74.650 82.022 76.718
	Acc: 0.938 OSCR : 72.267 AUROC_max_val (%): 80.828 AUROC_real (%): 74.512

Epoch 105/600
157/157 - 4s - loss: 0.9889 - accuracy: 0.8947 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7362744808197021
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.500 80.307 74.850 83.200 74.193
	Acc: 0.928 OSCR : 74.795 AUROC_max_val (%): 80.307 AUROC_real (%): 77.378

Epoch 106/600
157/157 - 4s - loss: 0.9607 - accuracy: 0.9007 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5697511434555054
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.800 80.980 74.200 82.789 75.997
	Acc: 0.939 OSCR : 72.614 AUROC_max_val (%): 80.980 AUROC_real (%): 74.615

Epoch 107/600
157/157 - 4s - loss: 0.9482 - accuracy: 0.8996 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6579830050468445
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 80.320 74.250 79.642 77.899
	Acc: 0.936 OSCR : 73.292 AUROC_max_val (%): 80.320 AUROC_real (%): 75.713

Epoch 108/600
157/157 - 4s - loss: 0.9595 - accuracy: 0.8992 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6761063933372498
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.600 83.053 76.250 82.755 80.838
	Acc: 0.938 OSCR : 73.103 AUROC_max_val (%): 83.053 AUROC_real (%): 75.749

Epoch 109/600
157/157 - 4s - loss: 0.9486 - accuracy: 0.9011 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6943698525428772
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.500 82.769 77.050 85.509 77.598
	Acc: 0.938 OSCR : 73.064 AUROC_max_val (%): 82.769 AUROC_real (%): 75.590

Epoch 110/600
157/157 - 4s - loss: 0.9627 - accuracy: 0.8985 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7943336367607117
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.000 85.954 78.150 88.153 82.402
	Acc: 0.938 OSCR : 68.564 AUROC_max_val (%): 85.954 AUROC_real (%): 71.016

Epoch 111/600
157/157 - 4s - loss: 0.9260 - accuracy: 0.9010 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7407083511352539
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 77.878 71.850 77.426 75.699
	Acc: 0.933 OSCR : 68.898 AUROC_max_val (%): 77.878 AUROC_real (%): 71.409

Epoch 112/600
157/157 - 4s - loss: 0.9476 - accuracy: 0.9002 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6540535092353821
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.000 79.425 73.650 79.044 76.630
	Acc: 0.941 OSCR : 72.909 AUROC_max_val (%): 79.425 AUROC_real (%): 75.193

Epoch 113/600
157/157 - 4s - loss: 0.9063 - accuracy: 0.9039 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6267907619476318
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.600 81.870 76.850 83.216 77.008
	Acc: 0.936 OSCR : 76.703 AUROC_max_val (%): 81.870 AUROC_real (%): 79.009

Epoch 114/600
157/157 - 4s - loss: 0.9227 - accuracy: 0.9029 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7750840783119202
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.700 81.125 75.000 82.486 77.696
	Acc: 0.925 OSCR : 70.171 AUROC_max_val (%): 81.125 AUROC_real (%): 72.896

Epoch 115/600
157/157 - 4s - loss: 0.9382 - accuracy: 0.9003 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7630866765975952
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 82.183 76.200 82.060 79.987
	Acc: 0.934 OSCR : 69.937 AUROC_max_val (%): 82.183 AUROC_real (%): 72.597

Epoch 116/600
157/157 - 4s - loss: 0.9394 - accuracy: 0.9018 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6130875945091248
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 83.676 77.200 85.329 79.512
	Acc: 0.938 OSCR : 75.852 AUROC_max_val (%): 83.676 AUROC_real (%): 78.245

Epoch 117/600
157/157 - 4s - loss: 0.9208 - accuracy: 0.9030 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6466529965400696
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.500 83.476 77.200 84.852 79.508
	Acc: 0.940 OSCR : 73.762 AUROC_max_val (%): 83.476 AUROC_real (%): 76.168

Epoch 118/600
157/157 - 4s - loss: 0.9080 - accuracy: 0.9029 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6828555464744568
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.800 80.859 75.700 81.059 76.801
	Acc: 0.933 OSCR : 74.725 AUROC_max_val (%): 80.859 AUROC_real (%): 77.358

Epoch 119/600
157/157 - 4s - loss: 0.9269 - accuracy: 0.9025 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7054871916770935
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.000 79.511 73.000 81.161 75.375
	Acc: 0.939 OSCR : 72.268 AUROC_max_val (%): 79.511 AUROC_real (%): 74.719

Epoch 120/600
157/157 - 4s - loss: 0.9133 - accuracy: 0.9041 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.714512050151825
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 79.549 74.000 77.495 77.324
	Acc: 0.932 OSCR : 72.972 AUROC_max_val (%): 79.549 AUROC_real (%): 75.552

Epoch 121/600
157/157 - 4s - loss: 0.8966 - accuracy: 0.9047 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.73712557554245
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.200 77.460 71.850 75.923 75.474
	Acc: 0.932 OSCR : 69.973 AUROC_max_val (%): 77.460 AUROC_real (%): 72.619

Epoch 122/600
157/157 - 4s - loss: 0.8828 - accuracy: 0.9064 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7572355270385742
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.600 77.222 71.750 76.997 74.212
	Acc: 0.937 OSCR : 65.556 AUROC_max_val (%): 77.222 AUROC_real (%): 67.873

Epoch 123/600
157/157 - 4s - loss: 0.8969 - accuracy: 0.9053 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7023252248764038
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 78.339 73.550 76.217 76.543
	Acc: 0.936 OSCR : 71.333 AUROC_max_val (%): 78.339 AUROC_real (%): 73.670

Epoch 124/600
157/157 - 4s - loss: 0.8953 - accuracy: 0.9073 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4926620423793793
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 87.704 80.500 89.329 85.105
	Acc: 0.950 OSCR : 78.477 AUROC_max_val (%): 87.704 AUROC_real (%): 80.512

Epoch 125/600
157/157 - 4s - loss: 0.8709 - accuracy: 0.9087 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6080217957496643
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.800 82.854 76.600 84.277 79.465
	Acc: 0.947 OSCR : 72.874 AUROC_max_val (%): 82.854 AUROC_real (%): 75.020

Epoch 126/600
157/157 - 4s - loss: 0.8772 - accuracy: 0.9082 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7038773894309998
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.900 75.751 70.250 74.639 72.784
	Acc: 0.940 OSCR : 63.380 AUROC_max_val (%): 75.751 AUROC_real (%): 65.351

Epoch 127/600
157/157 - 4s - loss: 0.8690 - accuracy: 0.9077 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5622932314872742
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.900 80.687 74.800 79.807 78.425
	Acc: 0.942 OSCR : 72.244 AUROC_max_val (%): 80.687 AUROC_real (%): 74.265

Epoch 128/600
157/157 - 4s - loss: 0.8682 - accuracy: 0.9064 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5924049615859985
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.500 82.954 76.350 84.263 79.993
	Acc: 0.945 OSCR : 73.149 AUROC_max_val (%): 82.954 AUROC_real (%): 75.281

Epoch 129/600
157/157 - 4s - loss: 0.8491 - accuracy: 0.9104 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6823135614395142
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.500 81.709 75.500 83.108 78.095
	Acc: 0.939 OSCR : 69.491 AUROC_max_val (%): 81.709 AUROC_real (%): 71.756

Epoch 130/600
157/157 - 4s - loss: 0.8483 - accuracy: 0.9109 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6376332640647888
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 83.088 76.800 84.372 79.668
	Acc: 0.943 OSCR : 71.135 AUROC_max_val (%): 83.088 AUROC_real (%): 73.150

Epoch 131/600
157/157 - 4s - loss: 0.8593 - accuracy: 0.9080 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.620518684387207
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.400 83.789 76.850 85.952 80.053
	Acc: 0.938 OSCR : 73.018 AUROC_max_val (%): 83.789 AUROC_real (%): 75.216

Epoch 132/600
157/157 - 4s - loss: 0.8680 - accuracy: 0.9065 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5396429300308228
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 83.861 77.550 84.911 81.396
	Acc: 0.953 OSCR : 73.481 AUROC_max_val (%): 83.861 AUROC_real (%): 75.249

Epoch 133/600
157/157 - 4s - loss: 0.8379 - accuracy: 0.9103 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5910535454750061
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.800 78.144 72.450 77.641 75.436
	Acc: 0.946 OSCR : 74.787 AUROC_max_val (%): 78.144 AUROC_real (%): 76.603

Epoch 134/600
157/157 - 4s - loss: 0.8481 - accuracy: 0.9096 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5910643339157104
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.000 81.521 75.350 83.797 77.142
	Acc: 0.941 OSCR : 75.085 AUROC_max_val (%): 81.521 AUROC_real (%): 77.082

Epoch 135/600
157/157 - 4s - loss: 0.8444 - accuracy: 0.9104 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6447106599807739
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.000 81.185 75.100 82.197 77.626
	Acc: 0.943 OSCR : 73.844 AUROC_max_val (%): 81.185 AUROC_real (%): 75.855

Epoch 136/600
157/157 - 4s - loss: 0.8475 - accuracy: 0.9076 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.522592306137085
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.000 85.262 78.300 86.527 83.041
	Acc: 0.946 OSCR : 75.515 AUROC_max_val (%): 85.262 AUROC_real (%): 77.553

Epoch 137/600
157/157 - 4s - loss: 0.8313 - accuracy: 0.9118 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6402486562728882
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 82.894 75.750 84.168 80.961
	Acc: 0.938 OSCR : 71.416 AUROC_max_val (%): 82.894 AUROC_real (%): 73.645

Epoch 138/600
157/157 - 4s - loss: 0.8066 - accuracy: 0.9147 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5585883855819702
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 84.521 78.500 86.605 80.532
	Acc: 0.947 OSCR : 74.230 AUROC_max_val (%): 84.521 AUROC_real (%): 76.078

Epoch 139/600
157/157 - 4s - loss: 0.8036 - accuracy: 0.9161 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5696943402290344
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 85.806 79.250 88.216 81.722
	Acc: 0.944 OSCR : 74.354 AUROC_max_val (%): 85.806 AUROC_real (%): 76.386

Epoch 140/600
157/157 - 4s - loss: 0.8187 - accuracy: 0.9122 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.44738075137138367
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 83.377 77.000 83.421 81.681
	Acc: 0.958 OSCR : 74.681 AUROC_max_val (%): 83.377 AUROC_real (%): 76.152

Epoch 141/600
157/157 - 4s - loss: 0.8009 - accuracy: 0.9142 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6133627891540527
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.500 82.133 76.050 81.991 79.605
	Acc: 0.946 OSCR : 73.122 AUROC_max_val (%): 82.133 AUROC_real (%): 75.215

Epoch 142/600
157/157 - 4s - loss: 0.8164 - accuracy: 0.9133 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5925226807594299
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.800 85.265 79.000 86.163 82.645
	Acc: 0.953 OSCR : 73.520 AUROC_max_val (%): 85.265 AUROC_real (%): 75.546

Epoch 143/600
157/157 - 4s - loss: 0.8081 - accuracy: 0.9151 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.524476170539856
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 85.833 78.900 87.050 82.342
	Acc: 0.950 OSCR : 77.649 AUROC_max_val (%): 85.833 AUROC_real (%): 79.554

Epoch 144/600
157/157 - 4s - loss: 0.7998 - accuracy: 0.9149 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49619486927986145
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 85.061 78.300 86.643 81.962
	Acc: 0.954 OSCR : 76.197 AUROC_max_val (%): 85.061 AUROC_real (%): 78.163

Epoch 145/600
157/157 - 4s - loss: 0.8018 - accuracy: 0.9147 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.573940634727478
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.300 83.759 77.150 84.909 80.793
	Acc: 0.945 OSCR : 75.756 AUROC_max_val (%): 83.759 AUROC_real (%): 77.976

Epoch 146/600
157/157 - 4s - loss: 0.8042 - accuracy: 0.9138 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5130379796028137
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.000 85.008 77.600 86.281 83.298
	Acc: 0.953 OSCR : 76.106 AUROC_max_val (%): 85.008 AUROC_real (%): 78.203

Epoch 147/600
157/157 - 4s - loss: 0.7937 - accuracy: 0.9151 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5022693872451782
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 84.039 77.800 84.800 81.506
	Acc: 0.953 OSCR : 75.637 AUROC_max_val (%): 84.039 AUROC_real (%): 77.447

Epoch 148/600
157/157 - 4s - loss: 0.7924 - accuracy: 0.9150 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5434273481369019
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 84.214 77.750 84.865 81.884
	Acc: 0.947 OSCR : 75.197 AUROC_max_val (%): 84.214 AUROC_real (%): 77.209

Epoch 149/600
157/157 - 4s - loss: 0.7921 - accuracy: 0.9154 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6706287264823914
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 82.947 76.750 83.160 80.439
	Acc: 0.936 OSCR : 70.671 AUROC_max_val (%): 82.947 AUROC_real (%): 73.099

Epoch 150/600
157/157 - 4s - loss: 0.7753 - accuracy: 0.9172 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5447834134101868
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.500 81.041 74.650 80.864 78.951
	Acc: 0.954 OSCR : 73.605 AUROC_max_val (%): 81.041 AUROC_real (%): 75.421

Epoch 151/600
157/157 - 4s - loss: 0.7788 - accuracy: 0.9169 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5177990198135376
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 83.628 78.000 84.248 81.105
	Acc: 0.948 OSCR : 75.303 AUROC_max_val (%): 83.628 AUROC_real (%): 77.228

Epoch 152/600
157/157 - 4s - loss: 0.7844 - accuracy: 0.9160 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.549166202545166
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.800 83.772 77.800 85.377 80.522
	Acc: 0.948 OSCR : 75.219 AUROC_max_val (%): 83.772 AUROC_real (%): 77.143

Epoch 153/600
157/157 - 4s - loss: 0.7655 - accuracy: 0.9172 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5726309418678284
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.100 83.867 77.350 85.234 80.207
	Acc: 0.946 OSCR : 77.287 AUROC_max_val (%): 83.867 AUROC_real (%): 79.447

Epoch 154/600
157/157 - 4s - loss: 0.7541 - accuracy: 0.9206 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5188202857971191
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 83.722 77.350 84.716 81.167
	Acc: 0.947 OSCR : 76.503 AUROC_max_val (%): 83.722 AUROC_real (%): 78.502

Epoch 155/600
157/157 - 4s - loss: 0.7530 - accuracy: 0.9192 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.571503758430481
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 81.992 76.200 81.829 79.795
	Acc: 0.946 OSCR : 75.205 AUROC_max_val (%): 81.992 AUROC_real (%): 77.230

Epoch 156/600
157/157 - 4s - loss: 0.7656 - accuracy: 0.9196 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5342573523521423
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 83.261 76.900 83.708 81.499
	Acc: 0.954 OSCR : 74.401 AUROC_max_val (%): 83.261 AUROC_real (%): 76.229

Epoch 157/600
157/157 - 4s - loss: 0.7517 - accuracy: 0.9197 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5361331105232239
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 83.851 77.550 84.655 80.994
	Acc: 0.952 OSCR : 76.773 AUROC_max_val (%): 83.851 AUROC_real (%): 78.590

Epoch 158/600
157/157 - 4s - loss: 0.7640 - accuracy: 0.9184 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5355150699615479
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 83.377 76.950 84.428 80.162
	Acc: 0.951 OSCR : 73.242 AUROC_max_val (%): 83.377 AUROC_real (%): 74.899

Epoch 159/600
157/157 - 4s - loss: 0.7338 - accuracy: 0.9220 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5355532169342041
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 83.250 77.250 84.210 80.325
	Acc: 0.950 OSCR : 75.707 AUROC_max_val (%): 83.250 AUROC_real (%): 77.514

Epoch 160/600
157/157 - 4s - loss: 0.7593 - accuracy: 0.9194 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5231291651725769
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 84.872 78.200 86.034 81.773
	Acc: 0.952 OSCR : 75.599 AUROC_max_val (%): 84.872 AUROC_real (%): 77.420

Epoch 161/600
157/157 - 4s - loss: 0.7322 - accuracy: 0.9226 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5069208145141602
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.000 83.203 77.150 82.985 81.125
	Acc: 0.954 OSCR : 77.091 AUROC_max_val (%): 83.203 AUROC_real (%): 78.900

Epoch 162/600
157/157 - 4s - loss: 0.7577 - accuracy: 0.9205 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49093732237815857
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.800 84.321 78.500 85.353 80.943
	Acc: 0.950 OSCR : 76.583 AUROC_max_val (%): 84.321 AUROC_real (%): 78.176

Epoch 163/600
157/157 - 4s - loss: 0.7423 - accuracy: 0.9209 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5480819940567017
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 84.813 78.800 85.897 81.345
	Acc: 0.953 OSCR : 75.245 AUROC_max_val (%): 84.813 AUROC_real (%): 77.077

Epoch 164/600
157/157 - 4s - loss: 0.7425 - accuracy: 0.9210 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.501270592212677
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 81.553 75.800 81.572 79.799
	Acc: 0.957 OSCR : 71.772 AUROC_max_val (%): 81.553 AUROC_real (%): 73.227

Epoch 165/600
157/157 - 4s - loss: 0.7253 - accuracy: 0.9245 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4939021170139313
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 84.686 78.050 85.237 82.572
	Acc: 0.951 OSCR : 76.063 AUROC_max_val (%): 84.686 AUROC_real (%): 77.918

Epoch 166/600
157/157 - 4s - loss: 0.7221 - accuracy: 0.9219 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4950332045555115
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 82.574 76.300 82.478 80.246
	Acc: 0.955 OSCR : 73.187 AUROC_max_val (%): 82.574 AUROC_real (%): 74.709

Epoch 167/600
157/157 - 4s - loss: 0.7109 - accuracy: 0.9247 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5631729960441589
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 82.578 76.700 82.771 80.185
	Acc: 0.948 OSCR : 73.093 AUROC_max_val (%): 82.578 AUROC_real (%): 74.915

Epoch 168/600
157/157 - 4s - loss: 0.7185 - accuracy: 0.9251 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5140684843063354
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 85.961 79.450 87.173 83.181
	Acc: 0.955 OSCR : 74.637 AUROC_max_val (%): 85.961 AUROC_real (%): 76.453

Epoch 169/600
157/157 - 4s - loss: 0.7164 - accuracy: 0.9242 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5175228714942932
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.800 82.766 76.250 83.434 80.470
	Acc: 0.953 OSCR : 72.489 AUROC_max_val (%): 82.766 AUROC_real (%): 74.075

Epoch 170/600
157/157 - 4s - loss: 0.7137 - accuracy: 0.9225 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5484083890914917
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 84.017 78.350 84.543 81.451
	Acc: 0.950 OSCR : 74.914 AUROC_max_val (%): 84.017 AUROC_real (%): 76.759

Epoch 171/600
157/157 - 4s - loss: 0.7340 - accuracy: 0.9215 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.525846004486084
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.300 82.827 76.750 83.260 79.887
	Acc: 0.952 OSCR : 75.040 AUROC_max_val (%): 82.827 AUROC_real (%): 76.741

Epoch 172/600
157/157 - 4s - loss: 0.7062 - accuracy: 0.9252 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5115654468536377
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 82.693 77.150 82.469 80.848
	Acc: 0.955 OSCR : 75.720 AUROC_max_val (%): 82.693 AUROC_real (%): 77.405

Epoch 173/600
157/157 - 4s - loss: 0.7036 - accuracy: 0.9253 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5135937333106995
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 83.823 77.650 84.591 81.529
	Acc: 0.953 OSCR : 74.875 AUROC_max_val (%): 83.823 AUROC_real (%): 76.575

Epoch 174/600
157/157 - 4s - loss: 0.7185 - accuracy: 0.9218 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5391399264335632
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 83.086 77.200 83.233 81.037
	Acc: 0.956 OSCR : 74.261 AUROC_max_val (%): 83.086 AUROC_real (%): 76.045

Epoch 175/600
157/157 - 4s - loss: 0.7030 - accuracy: 0.9254 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5121525526046753
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 83.435 77.800 83.975 81.239
	Acc: 0.952 OSCR : 75.682 AUROC_max_val (%): 83.435 AUROC_real (%): 77.421

Epoch 176/600
157/157 - 4s - loss: 0.6721 - accuracy: 0.9296 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5015063881874084
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 82.651 76.650 82.488 80.572
	Acc: 0.956 OSCR : 74.355 AUROC_max_val (%): 82.651 AUROC_real (%): 75.921

Epoch 177/600
157/157 - 4s - loss: 0.6815 - accuracy: 0.9283 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49698302149772644
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 85.290 78.600 86.008 82.996
	Acc: 0.958 OSCR : 75.996 AUROC_max_val (%): 85.290 AUROC_real (%): 77.755

Epoch 178/600
157/157 - 4s - loss: 0.6975 - accuracy: 0.9273 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5088168382644653
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 83.825 77.900 84.208 81.818
	Acc: 0.955 OSCR : 75.585 AUROC_max_val (%): 83.825 AUROC_real (%): 77.395

Epoch 179/600
157/157 - 4s - loss: 0.6839 - accuracy: 0.9291 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4923076331615448
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 83.962 77.450 84.360 81.491
	Acc: 0.956 OSCR : 75.983 AUROC_max_val (%): 83.962 AUROC_real (%): 77.589

Epoch 180/600
157/157 - 4s - loss: 0.6932 - accuracy: 0.9248 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4937323331832886
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 84.861 78.050 85.711 82.300
	Acc: 0.952 OSCR : 75.926 AUROC_max_val (%): 84.861 AUROC_real (%): 77.670

Epoch 181/600
157/157 - 4s - loss: 0.6824 - accuracy: 0.9265 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5447230935096741
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.900 82.156 76.350 82.103 79.590
	Acc: 0.950 OSCR : 72.878 AUROC_max_val (%): 82.156 AUROC_real (%): 74.578

Epoch 182/600
157/157 - 4s - loss: 0.6931 - accuracy: 0.9259 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5092434883117676
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 84.580 78.400 85.492 81.625
	Acc: 0.954 OSCR : 75.914 AUROC_max_val (%): 84.580 AUROC_real (%): 77.688

Epoch 183/600
157/157 - 4s - loss: 0.6913 - accuracy: 0.9271 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5025927424430847
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 83.172 76.950 83.454 81.086
	Acc: 0.955 OSCR : 74.694 AUROC_max_val (%): 83.172 AUROC_real (%): 76.350

Epoch 184/600
157/157 - 4s - loss: 0.6895 - accuracy: 0.9272 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5111515522003174
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 82.305 76.400 82.132 80.150
	Acc: 0.954 OSCR : 74.634 AUROC_max_val (%): 82.305 AUROC_real (%): 76.272

Epoch 185/600
157/157 - 4s - loss: 0.6916 - accuracy: 0.9266 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5046379566192627
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.500 83.692 77.700 83.982 81.400
	Acc: 0.953 OSCR : 75.868 AUROC_max_val (%): 83.692 AUROC_real (%): 77.579

Epoch 186/600
157/157 - 4s - loss: 0.6735 - accuracy: 0.9288 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5029043555259705
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 83.975 77.800 84.448 81.480
	Acc: 0.952 OSCR : 75.847 AUROC_max_val (%): 83.975 AUROC_real (%): 77.534

Epoch 187/600
157/157 - 4s - loss: 0.6978 - accuracy: 0.9261 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49873942136764526
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 83.805 77.450 84.144 81.452
	Acc: 0.951 OSCR : 75.783 AUROC_max_val (%): 83.805 AUROC_real (%): 77.444

Epoch 188/600
157/157 - 4s - loss: 0.6767 - accuracy: 0.9288 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49530842900276184
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 83.960 77.700 84.423 81.566
	Acc: 0.953 OSCR : 75.403 AUROC_max_val (%): 83.960 AUROC_real (%): 77.056

Epoch 189/600
157/157 - 4s - loss: 0.6954 - accuracy: 0.9254 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5108879208564758
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.700 82.425 76.400 82.464 79.896
	Acc: 0.952 OSCR : 74.688 AUROC_max_val (%): 82.425 AUROC_real (%): 76.326

Epoch 190/600
157/157 - 4s - loss: 0.6818 - accuracy: 0.9275 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.502292811870575
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.800 83.021 76.750 83.165 80.846
	Acc: 0.953 OSCR : 74.317 AUROC_max_val (%): 83.021 AUROC_real (%): 75.961

Epoch 191/600
157/157 - 4s - loss: 0.6796 - accuracy: 0.9290 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.505540132522583
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.600 82.815 76.800 83.013 80.425
	Acc: 0.950 OSCR : 74.427 AUROC_max_val (%): 82.815 AUROC_real (%): 76.072

Epoch 192/600
157/157 - 4s - loss: 0.6739 - accuracy: 0.9295 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5015313029289246
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 82.904 76.850 83.131 80.600
	Acc: 0.952 OSCR : 74.491 AUROC_max_val (%): 82.904 AUROC_real (%): 76.112

Epoch 193/600
157/157 - 4s - loss: 0.6694 - accuracy: 0.9297 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4941011965274811
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 83.514 77.450 83.836 81.196
	Acc: 0.952 OSCR : 74.993 AUROC_max_val (%): 83.514 AUROC_real (%): 76.614

Epoch 194/600
157/157 - 4s - loss: 0.6672 - accuracy: 0.9298 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49859508872032166
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 83.281 77.200 83.509 81.056
	Acc: 0.953 OSCR : 74.496 AUROC_max_val (%): 83.281 AUROC_real (%): 76.115

Epoch 195/600
157/157 - 4s - loss: 0.6801 - accuracy: 0.9275 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.503864586353302
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 83.062 77.100 83.244 80.865
	Acc: 0.952 OSCR : 74.248 AUROC_max_val (%): 83.062 AUROC_real (%): 75.894

Epoch 196/600
157/157 - 4s - loss: 0.6781 - accuracy: 0.9282 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5012021660804749
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 83.343 77.250 83.641 81.103
	Acc: 0.953 OSCR : 74.579 AUROC_max_val (%): 83.343 AUROC_real (%): 76.235

Epoch 197/600
157/157 - 4s - loss: 0.6764 - accuracy: 0.9281 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5029441118240356
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 83.232 77.150 83.501 81.004
	Acc: 0.952 OSCR : 74.472 AUROC_max_val (%): 83.232 AUROC_real (%): 76.128

Epoch 198/600
157/157 - 4s - loss: 0.6978 - accuracy: 0.9256 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5036823153495789
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 83.157 77.100 83.374 80.977
	Acc: 0.952 OSCR : 74.447 AUROC_max_val (%): 83.157 AUROC_real (%): 76.103

Epoch 199/600
157/157 - 4s - loss: 0.6744 - accuracy: 0.9293 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5051485300064087
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 83.123 77.050 83.335 80.904
	Acc: 0.951 OSCR : 74.325 AUROC_max_val (%): 83.123 AUROC_real (%): 75.990

Epoch 200/600
157/157 - 4s - loss: 0.6758 - accuracy: 0.9293 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5037823915481567
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 83.246 77.250 83.503 81.040
	Acc: 0.953 OSCR : 74.477 AUROC_max_val (%): 83.246 AUROC_real (%): 76.135

Epoch 201/600
157/157 - 4s - loss: 0.6875 - accuracy: 0.9273 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5091175436973572
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 83.028 76.850 83.257 80.826
	Acc: 0.952 OSCR : 74.088 AUROC_max_val (%): 83.028 AUROC_real (%): 75.760

Epoch 202/600
157/157 - 4s - loss: 1.1272 - accuracy: 0.8803 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8676019906997681
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.800 79.107 73.100 79.507 75.861
	Acc: 0.927 OSCR : 64.887 AUROC_max_val (%): 79.107 AUROC_real (%): 67.766

Epoch 203/600
157/157 - 4s - loss: 1.1286 - accuracy: 0.8834 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9684826135635376
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.900 69.896 66.750 67.461 66.193
	Acc: 0.914 OSCR : 66.959 AUROC_max_val (%): 69.896 AUROC_real (%): 69.993

Epoch 204/600
157/157 - 4s - loss: 1.0931 - accuracy: 0.8870 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8992095589637756
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 81.134 75.500 81.885 77.771
	Acc: 0.927 OSCR : 64.253 AUROC_max_val (%): 81.134 AUROC_real (%): 66.770

Epoch 205/600
157/157 - 4s - loss: 1.1083 - accuracy: 0.8843 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.2293801307678223
	accuracy: 0.902999997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.400 70.872 67.150 72.882 65.152
	Acc: 0.903 OSCR : 56.450 AUROC_max_val (%): 70.872 AUROC_real (%): 59.722

Epoch 206/600
157/157 - 4s - loss: 1.0684 - accuracy: 0.8883 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9752144813537598
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.500 82.357 75.300 83.881 79.293
	Acc: 0.917 OSCR : 68.781 AUROC_max_val (%): 82.357 AUROC_real (%): 72.486

Epoch 207/600
157/157 - 4s - loss: 1.0713 - accuracy: 0.8870 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6015180349349976
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 85.986 79.400 88.315 81.409
	Acc: 0.937 OSCR : 78.161 AUROC_max_val (%): 85.986 AUROC_real (%): 80.569

Epoch 208/600
157/157 - 4s - loss: 1.0569 - accuracy: 0.8899 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9553725719451904
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.700 84.770 77.850 87.270 80.925
	Acc: 0.930 OSCR : 67.525 AUROC_max_val (%): 84.770 AUROC_real (%): 70.635

Epoch 209/600
157/157 - 4s - loss: 1.0785 - accuracy: 0.8856 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.2595640420913696
	accuracy: 0.8870000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.200 65.965 62.700 64.208 64.876
	Acc: 0.887 OSCR : 57.073 AUROC_max_val (%): 65.965 AUROC_real (%): 60.880

Epoch 210/600
157/157 - 4s - loss: 1.0747 - accuracy: 0.8849 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0789084434509277
	accuracy: 0.902999997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.900 78.103 72.450 77.520 74.770
	Acc: 0.903 OSCR : 67.206 AUROC_max_val (%): 78.103 AUROC_real (%): 71.423

Epoch 211/600
157/157 - 4s - loss: 1.0444 - accuracy: 0.8892 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8260141015052795
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.200 81.835 76.450 84.089 75.595
	Acc: 0.924 OSCR : 73.231 AUROC_max_val (%): 81.835 AUROC_real (%): 76.119

Epoch 212/600
157/157 - 4s - loss: 1.0651 - accuracy: 0.8868 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8798180222511292
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 86.945 79.900 89.043 83.980
	Acc: 0.930 OSCR : 69.370 AUROC_max_val (%): 86.945 AUROC_real (%): 72.435

Epoch 213/600
157/157 - 4s - loss: 1.0671 - accuracy: 0.8881 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7024313807487488
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 83.325 77.250 86.424 78.265
	Acc: 0.935 OSCR : 70.983 AUROC_max_val (%): 83.325 AUROC_real (%): 73.581

Epoch 214/600
157/157 - 4s - loss: 1.0534 - accuracy: 0.8891 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5765328407287598
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 84.265 77.300 86.207 80.916
	Acc: 0.938 OSCR : 74.501 AUROC_max_val (%): 84.265 AUROC_real (%): 76.854

Epoch 215/600
157/157 - 4s - loss: 1.0327 - accuracy: 0.8919 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7173911333084106
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.400 81.463 75.800 84.379 75.516
	Acc: 0.931 OSCR : 73.231 AUROC_max_val (%): 81.463 AUROC_real (%): 75.933

Epoch 216/600
157/157 - 4s - loss: 1.0415 - accuracy: 0.8909 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0107775926589966
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.700 70.836 67.250 69.452 66.677
	Acc: 0.918 OSCR : 68.166 AUROC_max_val (%): 70.836 AUROC_real (%): 71.206

Epoch 217/600
157/157 - 4s - loss: 1.0291 - accuracy: 0.8909 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.2125964164733887
	accuracy: 0.8980000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.200 61.894 61.150 58.838 60.264
	Acc: 0.898 OSCR : 64.819 AUROC_max_val (%): 61.894 AUROC_real (%): 68.178

Epoch 218/600
157/157 - 4s - loss: 1.0533 - accuracy: 0.8878 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7367931604385376
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.400 80.959 75.000 82.223 77.865
	Acc: 0.924 OSCR : 71.028 AUROC_max_val (%): 80.959 AUROC_real (%): 73.890

Epoch 219/600
157/157 - 4s - loss: 1.0067 - accuracy: 0.8931 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.740070104598999
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.300 81.391 75.500 83.727 77.014
	Acc: 0.939 OSCR : 72.553 AUROC_max_val (%): 81.391 AUROC_real (%): 75.109

Epoch 220/600
157/157 - 4s - loss: 1.0088 - accuracy: 0.8903 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8103586435317993
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.700 83.290 76.700 85.594 79.172
	Acc: 0.936 OSCR : 66.673 AUROC_max_val (%): 83.290 AUROC_real (%): 69.262

Epoch 221/600
157/157 - 4s - loss: 1.0142 - accuracy: 0.8945 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7471475601196289
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.000 79.312 74.650 80.641 73.928
	Acc: 0.937 OSCR : 70.377 AUROC_max_val (%): 79.312 AUROC_real (%): 73.066

Epoch 222/600
157/157 - 4s - loss: 0.9922 - accuracy: 0.8959 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5817694664001465
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 82.496 76.150 81.575 81.166
	Acc: 0.945 OSCR : 73.440 AUROC_max_val (%): 82.496 AUROC_real (%): 75.948

Epoch 223/600
157/157 - 4s - loss: 1.0136 - accuracy: 0.8936 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6426775455474854
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.300 79.344 74.350 79.724 75.148
	Acc: 0.940 OSCR : 74.964 AUROC_max_val (%): 79.344 AUROC_real (%): 77.167

Epoch 224/600
157/157 - 4s - loss: 0.9933 - accuracy: 0.8954 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.124804973602295
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.900 80.302 73.050 82.313 77.707
	Acc: 0.926 OSCR : 60.244 AUROC_max_val (%): 80.302 AUROC_real (%): 63.346

Epoch 225/600
157/157 - 4s - loss: 0.9794 - accuracy: 0.8971 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6480051279067993
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.000 83.321 76.300 84.777 79.314
	Acc: 0.938 OSCR : 75.712 AUROC_max_val (%): 83.321 AUROC_real (%): 78.009

Epoch 226/600
157/157 - 4s - loss: 1.0050 - accuracy: 0.8946 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.744945764541626
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.500 84.184 78.150 86.874 79.213
	Acc: 0.936 OSCR : 69.475 AUROC_max_val (%): 84.184 AUROC_real (%): 71.985

Epoch 227/600
157/157 - 4s - loss: 0.9651 - accuracy: 0.8984 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.635071337223053
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 83.692 76.600 85.779 79.637
	Acc: 0.933 OSCR : 76.183 AUROC_max_val (%): 83.692 AUROC_real (%): 78.772

Epoch 228/600
157/157 - 4s - loss: 0.9556 - accuracy: 0.8985 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6166836023330688
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 87.495 81.050 89.710 83.986
	Acc: 0.936 OSCR : 77.342 AUROC_max_val (%): 87.495 AUROC_real (%): 79.887

Epoch 229/600
157/157 - 4s - loss: 0.9624 - accuracy: 0.9000 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8472799062728882
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.300 82.097 76.650 83.398 78.216
	Acc: 0.930 OSCR : 67.631 AUROC_max_val (%): 82.097 AUROC_real (%): 70.222

Epoch 230/600
157/157 - 4s - loss: 0.9731 - accuracy: 0.8977 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7371136546134949
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.300 80.404 75.400 80.146 77.470
	Acc: 0.940 OSCR : 72.886 AUROC_max_val (%): 80.404 AUROC_real (%): 75.126

Epoch 231/600
157/157 - 4s - loss: 0.9503 - accuracy: 0.8989 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6843507885932922
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.800 81.741 76.100 83.124 78.056
	Acc: 0.942 OSCR : 70.085 AUROC_max_val (%): 81.741 AUROC_real (%): 72.355

Epoch 232/600
157/157 - 4s - loss: 0.9624 - accuracy: 0.8987 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7392511963844299
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.600 80.984 74.900 82.149 76.747
	Acc: 0.927 OSCR : 73.120 AUROC_max_val (%): 80.984 AUROC_real (%): 75.792

Epoch 233/600
157/157 - 4s - loss: 0.9799 - accuracy: 0.8962 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6113444566726685
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 85.754 78.900 88.141 82.159
	Acc: 0.947 OSCR : 72.845 AUROC_max_val (%): 85.754 AUROC_real (%): 75.106

Epoch 234/600
157/157 - 4s - loss: 0.9446 - accuracy: 0.9001 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8264392018318176
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 83.348 77.250 85.803 79.168
	Acc: 0.926 OSCR : 70.243 AUROC_max_val (%): 83.348 AUROC_real (%): 73.362

Epoch 235/600
157/157 - 4s - loss: 0.9234 - accuracy: 0.9013 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6575831174850464
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.400 86.082 78.950 87.456 83.098
	Acc: 0.940 OSCR : 71.658 AUROC_max_val (%): 86.082 AUROC_real (%): 73.920

Epoch 236/600
157/157 - 4s - loss: 0.9426 - accuracy: 0.9008 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7645503878593445
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.100 81.811 75.450 83.973 78.143
	Acc: 0.951 OSCR : 61.406 AUROC_max_val (%): 81.811 AUROC_real (%): 63.434

Epoch 237/600
157/157 - 4s - loss: 0.9569 - accuracy: 0.8994 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6525945067405701
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 83.303 77.600 84.420 80.499
	Acc: 0.944 OSCR : 75.664 AUROC_max_val (%): 83.303 AUROC_real (%): 78.258

Epoch 238/600
157/157 - 4s - loss: 0.9398 - accuracy: 0.9003 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7959264516830444
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.800 83.490 77.050 85.649 78.890
	Acc: 0.926 OSCR : 71.372 AUROC_max_val (%): 83.490 AUROC_real (%): 74.370

Epoch 239/600
157/157 - 4s - loss: 0.9401 - accuracy: 0.8999 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.980972409248352
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.300 77.137 72.000 78.554 72.732
	Acc: 0.930 OSCR : 60.812 AUROC_max_val (%): 77.137 AUROC_real (%): 62.923

Epoch 240/600
157/157 - 4s - loss: 0.9421 - accuracy: 0.9013 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6614373922348022
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.700 81.648 75.300 82.728 77.452
	Acc: 0.940 OSCR : 65.494 AUROC_max_val (%): 81.648 AUROC_real (%): 67.734

Epoch 241/600
157/157 - 4s - loss: 0.9282 - accuracy: 0.9017 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7772135138511658
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.400 81.776 74.200 83.291 79.218
	Acc: 0.942 OSCR : 62.250 AUROC_max_val (%): 81.776 AUROC_real (%): 64.634

Epoch 242/600
157/157 - 4s - loss: 0.9383 - accuracy: 0.9018 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8123767971992493
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.000 80.886 75.650 82.537 75.735
	Acc: 0.933 OSCR : 67.201 AUROC_max_val (%): 80.886 AUROC_real (%): 69.625

Epoch 243/600
157/157 - 4s - loss: 0.9169 - accuracy: 0.9023 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8615784645080566
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.000 77.620 73.350 77.306 74.342
	Acc: 0.933 OSCR : 68.756 AUROC_max_val (%): 77.620 AUROC_real (%): 71.458

Epoch 244/600
157/157 - 4s - loss: 0.9286 - accuracy: 0.9010 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7034248113632202
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.400 78.900 73.000 78.716 76.417
	Acc: 0.936 OSCR : 66.624 AUROC_max_val (%): 78.900 AUROC_real (%): 68.674

Epoch 245/600
157/157 - 4s - loss: 0.9114 - accuracy: 0.9046 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7571007013320923
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.700 74.288 69.850 73.194 71.346
	Acc: 0.933 OSCR : 66.935 AUROC_max_val (%): 74.288 AUROC_real (%): 68.876

Epoch 246/600
157/157 - 4s - loss: 0.8990 - accuracy: 0.9056 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7291004657745361
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 81.925 74.700 83.496 79.162
	Acc: 0.940 OSCR : 67.124 AUROC_max_val (%): 81.925 AUROC_real (%): 69.657

Epoch 247/600
157/157 - 4s - loss: 0.9100 - accuracy: 0.9039 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6703313589096069
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.500 83.843 77.850 86.031 79.230
	Acc: 0.944 OSCR : 72.708 AUROC_max_val (%): 83.843 AUROC_real (%): 75.012

Epoch 248/600
157/157 - 4s - loss: 0.9139 - accuracy: 0.9035 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7473045587539673
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 84.588 78.300 86.841 79.899
	Acc: 0.936 OSCR : 73.174 AUROC_max_val (%): 84.588 AUROC_real (%): 75.830

Epoch 249/600
157/157 - 4s - loss: 0.8972 - accuracy: 0.9038 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6838809251785278
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.000 82.453 76.500 84.149 78.258
	Acc: 0.936 OSCR : 70.579 AUROC_max_val (%): 82.453 AUROC_real (%): 73.026

Epoch 250/600
157/157 - 4s - loss: 0.8799 - accuracy: 0.9079 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7017801403999329
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.000 83.663 77.600 86.092 79.953
	Acc: 0.939 OSCR : 67.420 AUROC_max_val (%): 83.663 AUROC_real (%): 69.798

Epoch 251/600
157/157 - 4s - loss: 0.8829 - accuracy: 0.9081 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5747963190078735
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.700 81.968 76.000 82.548 79.469
	Acc: 0.946 OSCR : 75.193 AUROC_max_val (%): 81.968 AUROC_real (%): 77.444

Epoch 252/600
157/157 - 4s - loss: 0.8765 - accuracy: 0.9079 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6140709519386292
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 86.369 79.650 88.334 83.068
	Acc: 0.944 OSCR : 77.887 AUROC_max_val (%): 86.369 AUROC_real (%): 80.388

Epoch 253/600
157/157 - 4s - loss: 0.8723 - accuracy: 0.9082 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5255156755447388
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 84.065 77.300 85.613 81.623
	Acc: 0.963 OSCR : 71.739 AUROC_max_val (%): 84.065 AUROC_real (%): 73.287

Epoch 254/600
157/157 - 4s - loss: 0.8684 - accuracy: 0.9074 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6302351355552673
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.300 86.696 79.200 88.574 83.327
	Acc: 0.933 OSCR : 77.357 AUROC_max_val (%): 86.696 AUROC_real (%): 80.139

Epoch 255/600
157/157 - 4s - loss: 0.8788 - accuracy: 0.9065 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5858716368675232
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 86.083 79.750 87.788 82.021
	Acc: 0.949 OSCR : 73.764 AUROC_max_val (%): 86.083 AUROC_real (%): 75.719

Epoch 256/600
157/157 - 4s - loss: 0.8522 - accuracy: 0.9091 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6457859873771667
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.200 83.939 78.150 85.653 79.760
	Acc: 0.950 OSCR : 69.975 AUROC_max_val (%): 83.939 AUROC_real (%): 71.974

Epoch 257/600
157/157 - 4s - loss: 0.8713 - accuracy: 0.9087 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6452580690383911
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 85.994 79.600 87.236 84.034
	Acc: 0.945 OSCR : 72.474 AUROC_max_val (%): 85.994 AUROC_real (%): 74.852

Epoch 258/600
157/157 - 4s - loss: 0.8563 - accuracy: 0.9099 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5931289792060852
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.300 78.951 73.600 77.629 76.140
	Acc: 0.936 OSCR : 72.864 AUROC_max_val (%): 78.951 AUROC_real (%): 75.091

Epoch 259/600
157/157 - 4s - loss: 0.8507 - accuracy: 0.9086 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6542813777923584
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.900 83.875 77.800 85.789 79.416
	Acc: 0.933 OSCR : 73.557 AUROC_max_val (%): 83.875 AUROC_real (%): 76.143

Epoch 260/600
157/157 - 4s - loss: 0.8665 - accuracy: 0.9082 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6862367391586304
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.100 79.656 74.350 80.118 76.208
	Acc: 0.943 OSCR : 70.657 AUROC_max_val (%): 79.656 AUROC_real (%): 72.959

Epoch 261/600
157/157 - 4s - loss: 0.8231 - accuracy: 0.9138 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6437947154045105
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 83.056 75.800 83.507 80.741
	Acc: 0.944 OSCR : 70.811 AUROC_max_val (%): 83.056 AUROC_real (%): 73.015

Epoch 262/600
157/157 - 4s - loss: 0.8577 - accuracy: 0.9104 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5763997435569763
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 84.914 78.100 86.050 81.988
	Acc: 0.948 OSCR : 69.139 AUROC_max_val (%): 84.914 AUROC_real (%): 71.058

Epoch 263/600
157/157 - 4s - loss: 0.8432 - accuracy: 0.9119 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5565999746322632
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 82.148 76.650 82.126 78.823
	Acc: 0.951 OSCR : 69.339 AUROC_max_val (%): 82.148 AUROC_real (%): 70.786

Epoch 264/600
157/157 - 4s - loss: 0.8476 - accuracy: 0.9125 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7503193616867065
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.100 78.412 72.650 77.118 75.595
	Acc: 0.942 OSCR : 70.636 AUROC_max_val (%): 78.412 AUROC_real (%): 72.923

Epoch 265/600
157/157 - 4s - loss: 0.8294 - accuracy: 0.9121 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8800229430198669
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.400 80.012 74.750 80.565 75.748
	Acc: 0.925 OSCR : 63.589 AUROC_max_val (%): 80.012 AUROC_real (%): 66.222

Epoch 266/600
157/157 - 4s - loss: 0.8352 - accuracy: 0.9103 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6124486327171326
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 82.058 76.150 81.077 79.483
	Acc: 0.940 OSCR : 75.683 AUROC_max_val (%): 82.058 AUROC_real (%): 78.094

Epoch 267/600
157/157 - 4s - loss: 0.8130 - accuracy: 0.9132 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47866350412368774
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 84.306 78.000 86.146 80.344
	Acc: 0.957 OSCR : 77.536 AUROC_max_val (%): 84.306 AUROC_real (%): 79.425

Epoch 268/600
157/157 - 4s - loss: 0.8325 - accuracy: 0.9110 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7039302587509155
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 85.917 79.800 88.461 80.998
	Acc: 0.935 OSCR : 73.904 AUROC_max_val (%): 85.917 AUROC_real (%): 76.663

Epoch 269/600
157/157 - 4s - loss: 0.8299 - accuracy: 0.9126 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5869553685188293
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 86.810 81.250 88.440 83.232
	Acc: 0.944 OSCR : 75.016 AUROC_max_val (%): 86.810 AUROC_real (%): 77.453

Epoch 270/600
157/157 - 4s - loss: 0.8178 - accuracy: 0.9136 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4980456531047821
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.500 81.319 75.600 83.097 76.633
	Acc: 0.952 OSCR : 73.545 AUROC_max_val (%): 81.319 AUROC_real (%): 75.227

Epoch 271/600
157/157 - 4s - loss: 0.8235 - accuracy: 0.9129 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5730040073394775
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.700 84.996 77.900 86.127 82.354
	Acc: 0.944 OSCR : 73.379 AUROC_max_val (%): 84.996 AUROC_real (%): 75.714

Epoch 272/600
157/157 - 4s - loss: 0.8166 - accuracy: 0.9146 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5943270325660706
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.800 86.032 79.300 87.765 82.751
	Acc: 0.949 OSCR : 73.353 AUROC_max_val (%): 86.032 AUROC_real (%): 75.694

Epoch 273/600
157/157 - 4s - loss: 0.7977 - accuracy: 0.9175 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5401414632797241
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 82.318 75.800 82.843 80.341
	Acc: 0.947 OSCR : 71.089 AUROC_max_val (%): 82.318 AUROC_real (%): 73.066

Epoch 274/600
157/157 - 4s - loss: 0.7917 - accuracy: 0.9158 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5671907663345337
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 84.347 77.800 85.854 80.968
	Acc: 0.947 OSCR : 72.867 AUROC_max_val (%): 84.347 AUROC_real (%): 74.897

Epoch 275/600
157/157 - 4s - loss: 0.8220 - accuracy: 0.9127 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4966622292995453
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 83.416 76.950 84.724 79.827
	Acc: 0.953 OSCR : 74.228 AUROC_max_val (%): 83.416 AUROC_real (%): 75.922

Epoch 276/600
157/157 - 4s - loss: 0.8113 - accuracy: 0.9146 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7455325722694397
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.400 80.001 74.100 81.303 77.007
	Acc: 0.936 OSCR : 69.453 AUROC_max_val (%): 80.001 AUROC_real (%): 72.022

Epoch 277/600
157/157 - 4s - loss: 0.8089 - accuracy: 0.9133 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5603670477867126
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.200 83.542 77.150 85.337 79.290
	Acc: 0.953 OSCR : 70.911 AUROC_max_val (%): 83.542 AUROC_real (%): 72.770

Epoch 278/600
157/157 - 4s - loss: 0.7958 - accuracy: 0.9146 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6973671913146973
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 81.760 75.750 81.373 79.084
	Acc: 0.949 OSCR : 66.748 AUROC_max_val (%): 81.760 AUROC_real (%): 68.763

Epoch 279/600
157/157 - 4s - loss: 0.7880 - accuracy: 0.9149 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6073702573776245
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 80.871 74.700 81.486 78.495
	Acc: 0.938 OSCR : 71.589 AUROC_max_val (%): 80.871 AUROC_real (%): 73.939

Epoch 280/600
157/157 - 4s - loss: 0.7931 - accuracy: 0.9165 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5611921548843384
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.300 83.111 76.950 84.873 79.702
	Acc: 0.950 OSCR : 71.574 AUROC_max_val (%): 83.111 AUROC_real (%): 73.441

Epoch 281/600
157/157 - 4s - loss: 0.7569 - accuracy: 0.9200 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0148130655288696
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.200 74.600 70.200 73.134 71.758
	Acc: 0.935 OSCR : 66.553 AUROC_max_val (%): 74.600 AUROC_real (%): 68.953

Epoch 282/600
157/157 - 4s - loss: 0.7785 - accuracy: 0.9173 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5626017451286316
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 86.419 79.900 88.499 83.020
	Acc: 0.947 OSCR : 73.653 AUROC_max_val (%): 86.419 AUROC_real (%): 75.655

Epoch 283/600
157/157 - 4s - loss: 0.7660 - accuracy: 0.9186 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6416687965393066
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 84.913 78.350 86.189 81.174
	Acc: 0.942 OSCR : 73.689 AUROC_max_val (%): 84.913 AUROC_real (%): 76.024

Epoch 284/600
157/157 - 4s - loss: 0.7742 - accuracy: 0.9189 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6897963285446167
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 81.566 75.500 81.886 79.197
	Acc: 0.946 OSCR : 65.905 AUROC_max_val (%): 81.566 AUROC_real (%): 68.047

Epoch 285/600
157/157 - 4s - loss: 0.7612 - accuracy: 0.9194 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5306455492973328
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 84.388 78.750 85.826 81.374
	Acc: 0.945 OSCR : 75.492 AUROC_max_val (%): 84.388 AUROC_real (%): 77.527

Epoch 286/600
157/157 - 4s - loss: 0.7731 - accuracy: 0.9192 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5835514664649963
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 82.797 76.050 83.155 80.566
	Acc: 0.944 OSCR : 69.531 AUROC_max_val (%): 82.797 AUROC_real (%): 71.579

Epoch 287/600
157/157 - 4s - loss: 0.7799 - accuracy: 0.9173 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6688668131828308
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.700 73.658 69.350 72.289 71.281
	Acc: 0.937 OSCR : 68.087 AUROC_max_val (%): 73.658 AUROC_real (%): 70.163

Epoch 288/600
157/157 - 4s - loss: 0.7513 - accuracy: 0.9206 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6202938556671143
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.900 84.434 78.400 86.642 80.428
	Acc: 0.940 OSCR : 72.734 AUROC_max_val (%): 84.434 AUROC_real (%): 74.994

Epoch 289/600
157/157 - 4s - loss: 0.7663 - accuracy: 0.9197 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5089301466941833
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 84.524 77.250 86.094 81.801
	Acc: 0.945 OSCR : 74.257 AUROC_max_val (%): 84.524 AUROC_real (%): 76.094

Epoch 290/600
157/157 - 4s - loss: 0.7605 - accuracy: 0.9198 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4647001624107361
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 84.827 77.700 86.068 82.242
	Acc: 0.950 OSCR : 74.658 AUROC_max_val (%): 84.827 AUROC_real (%): 76.251

Epoch 291/600
157/157 - 4s - loss: 0.7641 - accuracy: 0.9179 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.526411235332489
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.700 83.210 76.400 84.030 81.210
	Acc: 0.950 OSCR : 76.626 AUROC_max_val (%): 83.210 AUROC_real (%): 78.601

Epoch 292/600
157/157 - 4s - loss: 0.7423 - accuracy: 0.9215 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4579518139362335
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 85.552 78.250 86.840 82.713
	Acc: 0.956 OSCR : 77.442 AUROC_max_val (%): 85.552 AUROC_real (%): 79.239

Epoch 293/600
157/157 - 4s - loss: 0.7282 - accuracy: 0.9215 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6924433708190918
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.400 84.227 78.150 86.265 79.694
	Acc: 0.938 OSCR : 70.545 AUROC_max_val (%): 84.227 AUROC_real (%): 73.123

Epoch 294/600
157/157 - 4s - loss: 0.7303 - accuracy: 0.9215 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5567430853843689
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 86.522 80.100 88.415 82.901
	Acc: 0.951 OSCR : 74.745 AUROC_max_val (%): 86.522 AUROC_real (%): 76.800

Epoch 295/600
157/157 - 4s - loss: 0.7411 - accuracy: 0.9210 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5908344388008118
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 83.245 76.450 83.839 79.724
	Acc: 0.957 OSCR : 71.762 AUROC_max_val (%): 83.245 AUROC_real (%): 73.722

Epoch 296/600
157/157 - 4s - loss: 0.7208 - accuracy: 0.9233 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4217836260795593
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.600 87.221 80.400 88.350 84.035
	Acc: 0.960 OSCR : 79.826 AUROC_max_val (%): 87.221 AUROC_real (%): 81.461

Epoch 297/600
157/157 - 4s - loss: 0.7397 - accuracy: 0.9205 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.517559289932251
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 85.026 78.150 85.834 81.716
	Acc: 0.957 OSCR : 72.119 AUROC_max_val (%): 85.026 AUROC_real (%): 73.869

Epoch 298/600
157/157 - 4s - loss: 0.7375 - accuracy: 0.9216 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5989433526992798
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 85.717 78.850 87.003 82.717
	Acc: 0.944 OSCR : 75.753 AUROC_max_val (%): 85.717 AUROC_real (%): 77.931

Epoch 299/600
157/157 - 4s - loss: 0.7308 - accuracy: 0.9240 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8232467174530029
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.100 84.174 78.300 86.108 79.836
	Acc: 0.941 OSCR : 65.618 AUROC_max_val (%): 84.174 AUROC_real (%): 68.005

Epoch 300/600
157/157 - 4s - loss: 0.7014 - accuracy: 0.9274 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5543981790542603
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 84.745 77.650 85.987 82.029
	Acc: 0.952 OSCR : 71.054 AUROC_max_val (%): 84.745 AUROC_real (%): 72.884

Epoch 301/600
157/157 - 4s - loss: 0.7355 - accuracy: 0.9218 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5369970798492432
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.000 85.836 79.200 87.121 83.001
	Acc: 0.955 OSCR : 69.534 AUROC_max_val (%): 85.836 AUROC_real (%): 71.285

Epoch 302/600
157/157 - 4s - loss: 0.7299 - accuracy: 0.9220 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47734522819519043
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.200 85.464 78.500 85.339 84.031
	Acc: 0.958 OSCR : 76.557 AUROC_max_val (%): 85.464 AUROC_real (%): 78.470

Epoch 303/600
157/157 - 4s - loss: 0.7025 - accuracy: 0.9270 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4992629289627075
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 86.703 80.550 87.703 83.396
	Acc: 0.955 OSCR : 73.158 AUROC_max_val (%): 86.703 AUROC_real (%): 74.932

Epoch 304/600
157/157 - 4s - loss: 0.6926 - accuracy: 0.9264 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5399132370948792
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 82.665 76.650 81.149 81.386
	Acc: 0.952 OSCR : 76.316 AUROC_max_val (%): 82.665 AUROC_real (%): 78.273

Epoch 305/600
157/157 - 4s - loss: 0.7032 - accuracy: 0.9250 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5733627080917358
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.400 78.708 72.650 78.080 77.509
	Acc: 0.951 OSCR : 68.324 AUROC_max_val (%): 78.708 AUROC_real (%): 70.053

Epoch 306/600
157/157 - 4s - loss: 0.7043 - accuracy: 0.9269 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5741536021232605
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 86.979 79.550 88.667 84.057
	Acc: 0.952 OSCR : 71.179 AUROC_max_val (%): 86.979 AUROC_real (%): 73.177

Epoch 307/600
157/157 - 4s - loss: 0.6805 - accuracy: 0.9285 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5664703845977783
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 83.622 76.600 84.441 81.435
	Acc: 0.945 OSCR : 71.761 AUROC_max_val (%): 83.622 AUROC_real (%): 73.806

Epoch 308/600
157/157 - 4s - loss: 0.6941 - accuracy: 0.9281 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5909428000450134
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.700 78.818 72.800 79.373 76.285
	Acc: 0.943 OSCR : 73.202 AUROC_max_val (%): 78.818 AUROC_real (%): 75.285

Epoch 309/600
157/157 - 4s - loss: 0.6687 - accuracy: 0.9309 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5853263735771179
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 84.043 78.200 84.218 81.481
	Acc: 0.949 OSCR : 71.216 AUROC_max_val (%): 84.043 AUROC_real (%): 73.272

Epoch 310/600
157/157 - 4s - loss: 0.6928 - accuracy: 0.9280 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6750594973564148
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 86.115 79.300 87.814 82.287
	Acc: 0.944 OSCR : 70.694 AUROC_max_val (%): 86.115 AUROC_real (%): 73.053

Epoch 311/600
157/157 - 4s - loss: 0.6776 - accuracy: 0.9291 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6392971873283386
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 84.340 78.100 85.692 81.090
	Acc: 0.947 OSCR : 69.021 AUROC_max_val (%): 84.340 AUROC_real (%): 71.043

Epoch 312/600
157/157 - 4s - loss: 0.6793 - accuracy: 0.9276 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5434336066246033
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.500 83.924 79.050 84.209 81.214
	Acc: 0.949 OSCR : 73.184 AUROC_max_val (%): 83.924 AUROC_real (%): 75.067

Epoch 313/600
157/157 - 4s - loss: 0.6858 - accuracy: 0.9276 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5180177092552185
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 85.470 78.600 86.495 82.078
	Acc: 0.957 OSCR : 72.088 AUROC_max_val (%): 85.470 AUROC_real (%): 74.050

Epoch 314/600
157/157 - 4s - loss: 0.6557 - accuracy: 0.9317 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5539830327033997
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 83.121 76.350 84.047 80.823
	Acc: 0.946 OSCR : 69.033 AUROC_max_val (%): 83.121 AUROC_real (%): 70.927

Epoch 315/600
157/157 - 4s - loss: 0.6795 - accuracy: 0.9283 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48966485261917114
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 85.033 78.950 85.743 81.921
	Acc: 0.949 OSCR : 74.857 AUROC_max_val (%): 85.033 AUROC_real (%): 76.592

Epoch 316/600
157/157 - 4s - loss: 0.6570 - accuracy: 0.9309 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4853879511356354
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 84.997 78.550 85.843 82.920
	Acc: 0.955 OSCR : 75.483 AUROC_max_val (%): 84.997 AUROC_real (%): 77.317

Epoch 317/600
157/157 - 4s - loss: 0.6369 - accuracy: 0.9316 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6235247254371643
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.100 78.731 73.250 78.329 75.774
	Acc: 0.944 OSCR : 67.834 AUROC_max_val (%): 78.731 AUROC_real (%): 69.907

Epoch 318/600
157/157 - 4s - loss: 0.6576 - accuracy: 0.9306 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5219681859016418
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.700 81.986 76.050 82.110 78.747
	Acc: 0.954 OSCR : 67.526 AUROC_max_val (%): 81.986 AUROC_real (%): 69.141

Epoch 319/600
157/157 - 4s - loss: 0.6736 - accuracy: 0.9290 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5522765517234802
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.700 78.003 71.800 77.544 75.954
	Acc: 0.952 OSCR : 73.261 AUROC_max_val (%): 78.003 AUROC_real (%): 75.431

Epoch 320/600
157/157 - 4s - loss: 0.6481 - accuracy: 0.9323 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4824071228504181
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 83.016 76.850 82.258 81.185
	Acc: 0.959 OSCR : 76.702 AUROC_max_val (%): 83.016 AUROC_real (%): 78.543

Epoch 321/600
157/157 - 4s - loss: 0.6340 - accuracy: 0.9330 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48754391074180603
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 86.176 79.450 87.687 83.095
	Acc: 0.955 OSCR : 75.510 AUROC_max_val (%): 86.176 AUROC_real (%): 77.318

Epoch 322/600
157/157 - 4s - loss: 0.6571 - accuracy: 0.9294 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.47972026467323303
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 85.311 79.450 85.726 83.064
	Acc: 0.957 OSCR : 77.586 AUROC_max_val (%): 85.311 AUROC_real (%): 79.596

Epoch 323/600
157/157 - 4s - loss: 0.6304 - accuracy: 0.9325 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.49122700095176697
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 84.828 78.750 85.639 81.995
	Acc: 0.955 OSCR : 74.837 AUROC_max_val (%): 84.828 AUROC_real (%): 76.611

Epoch 324/600
157/157 - 4s - loss: 0.6452 - accuracy: 0.9318 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48919281363487244
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 85.021 78.000 86.200 82.317
	Acc: 0.958 OSCR : 72.735 AUROC_max_val (%): 85.021 AUROC_real (%): 74.626

Epoch 325/600
157/157 - 4s - loss: 0.6333 - accuracy: 0.9314 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4240029454231262
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 87.768 80.400 89.035 85.926
	Acc: 0.963 OSCR : 75.254 AUROC_max_val (%): 87.768 AUROC_real (%): 76.926

Epoch 326/600
157/157 - 4s - loss: 0.6311 - accuracy: 0.9330 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5403034090995789
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 83.801 77.700 84.475 80.997
	Acc: 0.953 OSCR : 71.844 AUROC_max_val (%): 83.801 AUROC_real (%): 73.766

Epoch 327/600
157/157 - 4s - loss: 0.6341 - accuracy: 0.9322 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5401069521903992
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.200 83.596 77.350 84.754 79.994
	Acc: 0.949 OSCR : 73.448 AUROC_max_val (%): 83.596 AUROC_real (%): 75.435

Epoch 328/600
157/157 - 4s - loss: 0.6246 - accuracy: 0.9334 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.49240371584892273
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 87.763 80.200 88.949 84.809
	Acc: 0.956 OSCR : 79.328 AUROC_max_val (%): 87.763 AUROC_real (%): 81.306

Epoch 329/600
157/157 - 4s - loss: 0.6121 - accuracy: 0.9353 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4901939332485199
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 82.756 76.550 82.153 81.837
	Acc: 0.952 OSCR : 76.820 AUROC_max_val (%): 82.756 AUROC_real (%): 78.800

Epoch 330/600
157/157 - 4s - loss: 0.6405 - accuracy: 0.9325 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4932195544242859
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 85.150 78.750 85.976 81.923
	Acc: 0.959 OSCR : 76.387 AUROC_max_val (%): 85.150 AUROC_real (%): 78.133

Epoch 331/600
157/157 - 4s - loss: 0.6227 - accuracy: 0.9327 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5359181761741638
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 84.449 78.000 84.733 82.044
	Acc: 0.957 OSCR : 72.195 AUROC_max_val (%): 84.449 AUROC_real (%): 74.137

Epoch 332/600
157/157 - 4s - loss: 0.6036 - accuracy: 0.9365 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46328961849212646
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 84.610 78.100 85.154 82.247
	Acc: 0.959 OSCR : 73.891 AUROC_max_val (%): 84.610 AUROC_real (%): 75.604

Epoch 333/600
157/157 - 4s - loss: 0.6136 - accuracy: 0.9362 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49246668815612793
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 86.827 80.200 88.258 84.112
	Acc: 0.962 OSCR : 74.725 AUROC_max_val (%): 86.827 AUROC_real (%): 76.620

Epoch 334/600
157/157 - 4s - loss: 0.6211 - accuracy: 0.9332 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5150332450866699
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 84.566 78.300 85.647 81.667
	Acc: 0.948 OSCR : 72.984 AUROC_max_val (%): 84.566 AUROC_real (%): 74.866

Epoch 335/600
157/157 - 4s - loss: 0.5998 - accuracy: 0.9372 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49314385652542114
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 83.369 76.850 83.136 81.836
	Acc: 0.956 OSCR : 76.036 AUROC_max_val (%): 83.369 AUROC_real (%): 77.827

Epoch 336/600
157/157 - 4s - loss: 0.5994 - accuracy: 0.9373 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4851183295249939
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 85.173 78.600 85.498 83.144
	Acc: 0.954 OSCR : 74.598 AUROC_max_val (%): 85.173 AUROC_real (%): 76.280

Epoch 337/600
157/157 - 4s - loss: 0.6043 - accuracy: 0.9366 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5419058799743652
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 87.552 81.950 89.168 84.274
	Acc: 0.951 OSCR : 72.519 AUROC_max_val (%): 87.552 AUROC_real (%): 74.507

Epoch 338/600
157/157 - 4s - loss: 0.5995 - accuracy: 0.9368 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48912227153778076
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 86.683 80.150 87.451 84.253
	Acc: 0.958 OSCR : 77.113 AUROC_max_val (%): 86.683 AUROC_real (%): 79.034

Epoch 339/600
157/157 - 4s - loss: 0.5907 - accuracy: 0.9381 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4715852737426758
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.600 86.739 79.900 86.690 84.882
	Acc: 0.958 OSCR : 77.089 AUROC_max_val (%): 86.739 AUROC_real (%): 78.787

Epoch 340/600
157/157 - 4s - loss: 0.5955 - accuracy: 0.9372 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48783421516418457
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 86.309 80.300 87.136 83.786
	Acc: 0.956 OSCR : 75.527 AUROC_max_val (%): 86.309 AUROC_real (%): 77.459

Epoch 341/600
157/157 - 4s - loss: 0.5982 - accuracy: 0.9366 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5195953249931335
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 84.797 78.500 86.082 81.899
	Acc: 0.957 OSCR : 71.479 AUROC_max_val (%): 84.797 AUROC_real (%): 73.299

Epoch 342/600
157/157 - 4s - loss: 0.5812 - accuracy: 0.9386 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.505169689655304
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 84.785 78.650 85.600 82.053
	Acc: 0.950 OSCR : 74.507 AUROC_max_val (%): 84.785 AUROC_real (%): 76.353

Epoch 343/600
157/157 - 4s - loss: 0.5763 - accuracy: 0.9392 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48260414600372314
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 87.176 81.000 88.040 84.395
	Acc: 0.959 OSCR : 76.345 AUROC_max_val (%): 87.176 AUROC_real (%): 78.221

Epoch 344/600
157/157 - 4s - loss: 0.5761 - accuracy: 0.9374 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5103111863136292
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 85.270 78.800 85.516 82.972
	Acc: 0.959 OSCR : 70.847 AUROC_max_val (%): 85.270 AUROC_real (%): 72.471

Epoch 345/600
157/157 - 4s - loss: 0.5746 - accuracy: 0.9407 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5037727952003479
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 85.503 78.700 86.452 82.260
	Acc: 0.957 OSCR : 69.938 AUROC_max_val (%): 85.503 AUROC_real (%): 71.498

Epoch 346/600
157/157 - 4s - loss: 0.5822 - accuracy: 0.9379 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46327123045921326
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 86.134 80.200 86.439 83.455
	Acc: 0.962 OSCR : 76.169 AUROC_max_val (%): 86.134 AUROC_real (%): 77.895

Epoch 347/600
157/157 - 4s - loss: 0.5759 - accuracy: 0.9385 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46750494837760925
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 86.233 79.500 87.108 84.003
	Acc: 0.963 OSCR : 71.776 AUROC_max_val (%): 86.233 AUROC_real (%): 73.404

Epoch 348/600
157/157 - 4s - loss: 0.5758 - accuracy: 0.9402 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4386303722858429
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 84.662 78.450 84.512 82.309
	Acc: 0.960 OSCR : 75.260 AUROC_max_val (%): 84.662 AUROC_real (%): 76.871

Epoch 349/600
157/157 - 4s - loss: 0.5950 - accuracy: 0.9380 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5581676959991455
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 85.163 78.750 85.405 82.652
	Acc: 0.950 OSCR : 73.106 AUROC_max_val (%): 85.163 AUROC_real (%): 75.006

Epoch 350/600
157/157 - 4s - loss: 0.5611 - accuracy: 0.9409 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5071525573730469
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.585 79.050 85.813 83.384
	Acc: 0.957 OSCR : 74.489 AUROC_max_val (%): 85.585 AUROC_real (%): 76.447

Epoch 351/600
157/157 - 4s - loss: 0.5545 - accuracy: 0.9424 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5185939073562622
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.500 87.619 81.050 88.510 85.475
	Acc: 0.955 OSCR : 74.258 AUROC_max_val (%): 87.619 AUROC_real (%): 76.249

Epoch 352/600
157/157 - 4s - loss: 0.5774 - accuracy: 0.9391 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4934938848018646
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.300 89.277 82.900 90.552 86.955
	Acc: 0.952 OSCR : 74.313 AUROC_max_val (%): 89.277 AUROC_real (%): 76.222

Epoch 353/600
157/157 - 4s - loss: 0.5602 - accuracy: 0.9420 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4985191524028778
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 87.465 81.150 88.184 84.995
	Acc: 0.954 OSCR : 76.627 AUROC_max_val (%): 87.465 AUROC_real (%): 78.664

Epoch 354/600
157/157 - 4s - loss: 0.5581 - accuracy: 0.9405 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4781973659992218
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 85.470 79.550 85.493 83.289
	Acc: 0.959 OSCR : 73.921 AUROC_max_val (%): 85.470 AUROC_real (%): 75.647

Epoch 355/600
157/157 - 4s - loss: 0.5564 - accuracy: 0.9401 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47034063935279846
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 87.003 80.850 87.367 85.171
	Acc: 0.957 OSCR : 77.014 AUROC_max_val (%): 87.003 AUROC_real (%): 78.800

Epoch 356/600
157/157 - 4s - loss: 0.5529 - accuracy: 0.9423 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46522051095962524
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 86.864 80.200 87.249 85.018
	Acc: 0.957 OSCR : 74.899 AUROC_max_val (%): 86.864 AUROC_real (%): 76.658

Epoch 357/600
157/157 - 4s - loss: 0.5743 - accuracy: 0.9391 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4750109910964966
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 87.713 81.100 88.442 85.186
	Acc: 0.964 OSCR : 74.497 AUROC_max_val (%): 87.713 AUROC_real (%): 76.134

Epoch 358/600
157/157 - 4s - loss: 0.5549 - accuracy: 0.9403 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4401986002922058
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 87.034 80.900 87.787 84.388
	Acc: 0.956 OSCR : 76.899 AUROC_max_val (%): 87.034 AUROC_real (%): 78.674

Epoch 359/600
157/157 - 4s - loss: 0.5436 - accuracy: 0.9417 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46843668818473816
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 87.240 80.750 88.190 84.218
	Acc: 0.960 OSCR : 78.050 AUROC_max_val (%): 87.240 AUROC_real (%): 79.969

Epoch 360/600
157/157 - 4s - loss: 0.5573 - accuracy: 0.9391 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.462711900472641
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.400 87.227 80.850 87.951 84.589
	Acc: 0.961 OSCR : 77.325 AUROC_max_val (%): 87.227 AUROC_real (%): 79.122

Epoch 361/600
157/157 - 4s - loss: 0.5485 - accuracy: 0.9421 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4877786934375763
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 85.081 79.050 85.251 82.784
	Acc: 0.962 OSCR : 73.451 AUROC_max_val (%): 85.081 AUROC_real (%): 75.213

Epoch 362/600
157/157 - 4s - loss: 0.5413 - accuracy: 0.9427 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46126294136047363
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 86.520 81.200 86.706 84.062
	Acc: 0.956 OSCR : 75.504 AUROC_max_val (%): 86.520 AUROC_real (%): 77.229

Epoch 363/600
157/157 - 4s - loss: 0.5433 - accuracy: 0.9424 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4663929045200348
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 87.047 81.000 87.942 84.436
	Acc: 0.959 OSCR : 76.042 AUROC_max_val (%): 87.047 AUROC_real (%): 77.743

Epoch 364/600
157/157 - 4s - loss: 0.5440 - accuracy: 0.9419 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4723997712135315
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 86.044 80.250 86.507 83.366
	Acc: 0.957 OSCR : 73.326 AUROC_max_val (%): 86.044 AUROC_real (%): 74.979

Epoch 365/600
157/157 - 4s - loss: 0.5395 - accuracy: 0.9444 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46316754817962646
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 86.617 80.400 86.810 84.572
	Acc: 0.961 OSCR : 74.467 AUROC_max_val (%): 86.617 AUROC_real (%): 76.143

Epoch 366/600
157/157 - 4s - loss: 0.5476 - accuracy: 0.9426 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47214633226394653
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 87.549 81.450 88.238 85.428
	Acc: 0.961 OSCR : 77.039 AUROC_max_val (%): 87.549 AUROC_real (%): 78.871

Epoch 367/600
157/157 - 4s - loss: 0.5405 - accuracy: 0.9445 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4652954041957855
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 87.468 81.550 87.966 85.295
	Acc: 0.962 OSCR : 74.703 AUROC_max_val (%): 87.468 AUROC_real (%): 76.467

Epoch 368/600
157/157 - 4s - loss: 0.5285 - accuracy: 0.9447 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.44443821907043457
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 86.458 80.500 86.884 83.675
	Acc: 0.962 OSCR : 75.786 AUROC_max_val (%): 86.458 AUROC_real (%): 77.403

Epoch 369/600
157/157 - 4s - loss: 0.5363 - accuracy: 0.9430 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.44590243697166443
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 85.163 79.200 85.331 82.587
	Acc: 0.961 OSCR : 76.958 AUROC_max_val (%): 85.163 AUROC_real (%): 78.672

Epoch 370/600
157/157 - 4s - loss: 0.5190 - accuracy: 0.9456 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47058823704719543
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 86.402 80.850 86.824 84.220
	Acc: 0.960 OSCR : 75.673 AUROC_max_val (%): 86.402 AUROC_real (%): 77.470

Epoch 371/600
157/157 - 4s - loss: 0.5191 - accuracy: 0.9455 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.45098650455474854
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 86.184 80.250 86.308 84.225
	Acc: 0.960 OSCR : 74.468 AUROC_max_val (%): 86.184 AUROC_real (%): 76.089

Epoch 372/600
157/157 - 4s - loss: 0.5300 - accuracy: 0.9432 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4475117623806
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 86.540 80.850 86.911 84.098
	Acc: 0.960 OSCR : 75.841 AUROC_max_val (%): 86.540 AUROC_real (%): 77.574

Epoch 373/600
157/157 - 4s - loss: 0.5425 - accuracy: 0.9399 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.44162169098854065
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 85.692 80.100 85.694 83.513
	Acc: 0.960 OSCR : 75.945 AUROC_max_val (%): 85.692 AUROC_real (%): 77.611

Epoch 374/600
157/157 - 4s - loss: 0.5332 - accuracy: 0.9426 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.449811726808548
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.900 85.653 79.950 85.472 83.672
	Acc: 0.962 OSCR : 75.925 AUROC_max_val (%): 85.653 AUROC_real (%): 77.611

Epoch 375/600
157/157 - 4s - loss: 0.5302 - accuracy: 0.9437 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4613034725189209
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 86.901 80.900 87.073 84.776
	Acc: 0.960 OSCR : 75.355 AUROC_max_val (%): 86.901 AUROC_real (%): 77.143

Epoch 376/600
157/157 - 4s - loss: 0.5313 - accuracy: 0.9440 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.45161935687065125
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.713 80.000 85.461 83.259
	Acc: 0.961 OSCR : 75.835 AUROC_max_val (%): 85.713 AUROC_real (%): 77.489

Epoch 377/600
157/157 - 4s - loss: 0.5304 - accuracy: 0.9436 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4386153519153595
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.952 79.650 86.202 83.398
	Acc: 0.963 OSCR : 75.400 AUROC_max_val (%): 85.952 AUROC_real (%): 77.055

Epoch 378/600
157/157 - 4s - loss: 0.5047 - accuracy: 0.9469 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.43033504486083984
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.000 86.642 80.550 86.805 84.564
	Acc: 0.963 OSCR : 75.530 AUROC_max_val (%): 86.642 AUROC_real (%): 77.197

Epoch 379/600
157/157 - 4s - loss: 0.5370 - accuracy: 0.9438 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4565748870372772
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 86.682 81.050 87.037 84.222
	Acc: 0.962 OSCR : 74.320 AUROC_max_val (%): 86.682 AUROC_real (%): 75.939

Epoch 380/600
157/157 - 4s - loss: 0.5282 - accuracy: 0.9433 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.42909249663352966
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 86.910 80.850 87.261 84.720
	Acc: 0.964 OSCR : 76.277 AUROC_max_val (%): 86.910 AUROC_real (%): 77.927

Epoch 381/600
157/157 - 4s - loss: 0.5092 - accuracy: 0.9452 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.42392346262931824
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 86.885 81.000 87.102 84.845
	Acc: 0.963 OSCR : 76.064 AUROC_max_val (%): 86.885 AUROC_real (%): 77.684

Epoch 382/600
157/157 - 4s - loss: 0.5205 - accuracy: 0.9438 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.42298492789268494
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 86.629 80.950 86.946 84.700
	Acc: 0.965 OSCR : 75.934 AUROC_max_val (%): 86.629 AUROC_real (%): 77.553

Epoch 383/600
157/157 - 4s - loss: 0.5190 - accuracy: 0.9446 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.42338502407073975
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.000 86.891 81.200 87.120 84.990
	Acc: 0.962 OSCR : 76.915 AUROC_max_val (%): 86.891 AUROC_real (%): 78.569

Epoch 384/600
157/157 - 4s - loss: 0.5163 - accuracy: 0.9434 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.42350777983665466
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 86.659 81.050 86.852 84.532
	Acc: 0.965 OSCR : 77.301 AUROC_max_val (%): 86.659 AUROC_real (%): 78.936

Epoch 385/600
157/157 - 4s - loss: 0.5051 - accuracy: 0.9462 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4257217347621918
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.000 86.926 81.150 87.142 85.026
	Acc: 0.964 OSCR : 77.271 AUROC_max_val (%): 86.926 AUROC_real (%): 78.958

Epoch 386/600
157/157 - 4s - loss: 0.5122 - accuracy: 0.9459 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4291955828666687
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 86.531 80.400 86.653 84.638
	Acc: 0.964 OSCR : 77.117 AUROC_max_val (%): 86.531 AUROC_real (%): 78.790

Epoch 387/600
157/157 - 4s - loss: 0.5171 - accuracy: 0.9456 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4339268207550049
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 86.470 80.350 86.535 84.496
	Acc: 0.964 OSCR : 76.488 AUROC_max_val (%): 86.470 AUROC_real (%): 78.125

Epoch 388/600
157/157 - 4s - loss: 0.5163 - accuracy: 0.9451 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.43652865290641785
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 86.445 80.400 86.554 84.445
	Acc: 0.963 OSCR : 76.293 AUROC_max_val (%): 86.445 AUROC_real (%): 77.931

Epoch 389/600
157/157 - 4s - loss: 0.5294 - accuracy: 0.9437 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.44409558176994324
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 86.462 80.450 86.522 84.330
	Acc: 0.963 OSCR : 76.156 AUROC_max_val (%): 86.462 AUROC_real (%): 77.803

Epoch 390/600
157/157 - 4s - loss: 0.5231 - accuracy: 0.9438 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4464802145957947
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 86.286 80.350 86.283 84.191
	Acc: 0.964 OSCR : 76.145 AUROC_max_val (%): 86.286 AUROC_real (%): 77.794

Epoch 391/600
157/157 - 4s - loss: 0.5303 - accuracy: 0.9426 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.449070543050766
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 86.408 80.450 86.498 84.343
	Acc: 0.964 OSCR : 76.441 AUROC_max_val (%): 86.408 AUROC_real (%): 78.144

Epoch 392/600
157/157 - 4s - loss: 0.5094 - accuracy: 0.9453 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4434739053249359
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 86.257 80.500 86.293 84.201
	Acc: 0.963 OSCR : 76.582 AUROC_max_val (%): 86.257 AUROC_real (%): 78.256

Epoch 393/600
157/157 - 4s - loss: 0.5112 - accuracy: 0.9464 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4445122480392456
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 86.306 80.350 86.353 84.215
	Acc: 0.964 OSCR : 76.476 AUROC_max_val (%): 86.306 AUROC_real (%): 78.152

Epoch 394/600
157/157 - 4s - loss: 0.5133 - accuracy: 0.9463 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4506871998310089
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 86.157 80.300 86.145 84.076
	Acc: 0.964 OSCR : 75.831 AUROC_max_val (%): 86.157 AUROC_real (%): 77.505

Epoch 395/600
157/157 - 4s - loss: 0.5096 - accuracy: 0.9467 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4434225261211395
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.500 86.157 80.400 86.120 84.173
	Acc: 0.963 OSCR : 76.322 AUROC_max_val (%): 86.157 AUROC_real (%): 77.989

Epoch 396/600
157/157 - 4s - loss: 0.5222 - accuracy: 0.9446 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.44308963418006897
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 86.263 80.550 86.262 84.269
	Acc: 0.963 OSCR : 76.413 AUROC_max_val (%): 86.263 AUROC_real (%): 78.087

Epoch 397/600
157/157 - 4s - loss: 0.5101 - accuracy: 0.9473 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4422129988670349
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 86.197 80.350 86.180 84.188
	Acc: 0.963 OSCR : 76.349 AUROC_max_val (%): 86.197 AUROC_real (%): 78.020

Epoch 398/600
157/157 - 4s - loss: 0.5159 - accuracy: 0.9457 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4432999789714813
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 86.232 80.450 86.220 84.230
	Acc: 0.964 OSCR : 76.367 AUROC_max_val (%): 86.232 AUROC_real (%): 78.032

Epoch 399/600
157/157 - 4s - loss: 0.5162 - accuracy: 0.9452 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4427381753921509
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 86.282 80.500 86.286 84.257
	Acc: 0.964 OSCR : 76.371 AUROC_max_val (%): 86.282 AUROC_real (%): 78.026

Epoch 400/600
157/157 - 4s - loss: 0.5146 - accuracy: 0.9437 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.44468310475349426
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 86.109 80.400 86.081 84.074
	Acc: 0.963 OSCR : 76.134 AUROC_max_val (%): 86.109 AUROC_real (%): 77.793

Epoch 401/600
157/157 - 4s - loss: 0.5091 - accuracy: 0.9450 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4456537365913391
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 86.020 80.300 85.970 83.980
	Acc: 0.962 OSCR : 75.976 AUROC_max_val (%): 86.020 AUROC_real (%): 77.635

Epoch 402/600
157/157 - 4s - loss: 0.7873 - accuracy: 0.9174 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6995370388031006
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.300 83.453 76.500 84.468 80.343
	Acc: 0.952 OSCR : 68.383 AUROC_max_val (%): 83.453 AUROC_real (%): 70.504

Epoch 403/600
157/157 - 4s - loss: 0.8524 - accuracy: 0.9110 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6557807326316833
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.300 78.039 72.350 77.814 75.575
	Acc: 0.950 OSCR : 66.823 AUROC_max_val (%): 78.039 AUROC_real (%): 68.692

Epoch 404/600
157/157 - 4s - loss: 0.8270 - accuracy: 0.9119 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6380431652069092
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.100 77.864 71.750 79.119 74.846
	Acc: 0.946 OSCR : 63.674 AUROC_max_val (%): 77.864 AUROC_real (%): 65.382

Epoch 405/600
157/157 - 4s - loss: 0.8437 - accuracy: 0.9105 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6024982929229736
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.300 81.763 76.500 82.106 78.328
	Acc: 0.943 OSCR : 70.150 AUROC_max_val (%): 81.763 AUROC_real (%): 72.314

Epoch 406/600
157/157 - 4s - loss: 0.8471 - accuracy: 0.9110 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5740779638290405
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 82.234 75.900 82.323 80.008
	Acc: 0.944 OSCR : 70.990 AUROC_max_val (%): 82.234 AUROC_real (%): 73.126

Epoch 407/600
157/157 - 4s - loss: 0.8424 - accuracy: 0.9121 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7444904446601868
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.500 79.459 73.650 79.233 76.348
	Acc: 0.932 OSCR : 65.742 AUROC_max_val (%): 79.459 AUROC_real (%): 67.929

Epoch 408/600
157/157 - 4s - loss: 0.8241 - accuracy: 0.9130 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0387057065963745
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 83.017 76.200 83.766 81.175
	Acc: 0.935 OSCR : 62.603 AUROC_max_val (%): 83.017 AUROC_real (%): 65.291

Epoch 409/600
157/157 - 4s - loss: 0.8365 - accuracy: 0.9111 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47202420234680176
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 82.908 76.500 81.169 82.004
	Acc: 0.959 OSCR : 74.267 AUROC_max_val (%): 82.908 AUROC_real (%): 75.965

Epoch 410/600
157/157 - 4s - loss: 0.8184 - accuracy: 0.9129 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6389758586883545
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.600 79.575 73.500 79.891 75.595
	Acc: 0.938 OSCR : 72.054 AUROC_max_val (%): 79.575 AUROC_real (%): 74.346

Epoch 411/600
157/157 - 4s - loss: 0.8048 - accuracy: 0.9148 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8738152980804443
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.100 73.158 69.100 73.131 69.921
	Acc: 0.926 OSCR : 64.136 AUROC_max_val (%): 73.158 AUROC_real (%): 66.743

Epoch 412/600
157/157 - 4s - loss: 0.8081 - accuracy: 0.9140 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5260894894599915
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 86.558 80.200 88.411 83.405
	Acc: 0.946 OSCR : 75.645 AUROC_max_val (%): 86.558 AUROC_real (%): 77.684

Epoch 413/600
157/157 - 4s - loss: 0.8280 - accuracy: 0.9125 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6406744718551636
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.500 74.215 69.300 72.162 73.095
	Acc: 0.947 OSCR : 66.147 AUROC_max_val (%): 74.215 AUROC_real (%): 67.847

Epoch 414/600
157/157 - 4s - loss: 0.7880 - accuracy: 0.9175 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6220822930335999
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 79.431 73.350 78.936 77.573
	Acc: 0.932 OSCR : 74.240 AUROC_max_val (%): 79.431 AUROC_real (%): 76.646

Epoch 415/600
157/157 - 4s - loss: 0.8096 - accuracy: 0.9144 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5266588926315308
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.700 81.180 74.400 82.155 77.721
	Acc: 0.949 OSCR : 75.968 AUROC_max_val (%): 81.180 AUROC_real (%): 77.897

Epoch 416/600
157/157 - 4s - loss: 0.8027 - accuracy: 0.9147 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5726026892662048
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.500 83.779 77.100 84.075 80.527
	Acc: 0.947 OSCR : 72.985 AUROC_max_val (%): 83.779 AUROC_real (%): 75.035

Epoch 417/600
157/157 - 4s - loss: 0.8138 - accuracy: 0.9140 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7956624031066895
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.100 78.521 72.350 79.893 75.502
	Acc: 0.928 OSCR : 63.993 AUROC_max_val (%): 78.521 AUROC_real (%): 66.419

Epoch 418/600
157/157 - 4s - loss: 0.8271 - accuracy: 0.9112 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6963340044021606
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 82.798 77.550 84.895 78.606
	Acc: 0.938 OSCR : 69.023 AUROC_max_val (%): 82.798 AUROC_real (%): 71.432

Epoch 419/600
157/157 - 4s - loss: 0.7891 - accuracy: 0.9168 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.046073317527771
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.900 68.861 66.250 66.405 66.274
	Acc: 0.926 OSCR : 60.493 AUROC_max_val (%): 68.861 AUROC_real (%): 62.983

Epoch 420/600
157/157 - 4s - loss: 0.7830 - accuracy: 0.9182 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6298751831054688
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.800 79.923 74.300 80.917 76.244
	Acc: 0.944 OSCR : 71.143 AUROC_max_val (%): 79.923 AUROC_real (%): 73.171

Epoch 421/600
157/157 - 4s - loss: 0.8027 - accuracy: 0.9145 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.543583869934082
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 84.061 77.750 85.594 79.988
	Acc: 0.949 OSCR : 77.170 AUROC_max_val (%): 84.061 AUROC_real (%): 79.140

Epoch 422/600
157/157 - 4s - loss: 0.8004 - accuracy: 0.9144 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6431126594543457
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.900 77.926 72.200 78.054 74.759
	Acc: 0.935 OSCR : 70.508 AUROC_max_val (%): 77.926 AUROC_real (%): 72.696

Epoch 423/600
157/157 - 4s - loss: 0.8188 - accuracy: 0.9125 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5894404053688049
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.400 81.395 75.950 81.832 77.479
	Acc: 0.942 OSCR : 75.684 AUROC_max_val (%): 81.395 AUROC_real (%): 77.556

Epoch 424/600
157/157 - 4s - loss: 0.7873 - accuracy: 0.9168 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4774590730667114
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.400 84.790 78.350 86.697 80.325
	Acc: 0.956 OSCR : 77.130 AUROC_max_val (%): 84.790 AUROC_real (%): 78.840

Epoch 425/600
157/157 - 4s - loss: 0.7854 - accuracy: 0.9171 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5507968664169312
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.800 79.145 73.400 79.511 76.296
	Acc: 0.949 OSCR : 75.531 AUROC_max_val (%): 79.145 AUROC_real (%): 77.652

Epoch 426/600
157/157 - 4s - loss: 0.7792 - accuracy: 0.9184 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6008633971214294
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.100 77.173 70.950 77.926 75.253
	Acc: 0.949 OSCR : 66.988 AUROC_max_val (%): 77.173 AUROC_real (%): 68.959

Epoch 427/600
157/157 - 4s - loss: 0.7652 - accuracy: 0.9196 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4771091341972351
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 83.444 77.100 84.629 79.996
	Acc: 0.951 OSCR : 74.754 AUROC_max_val (%): 83.444 AUROC_real (%): 76.545

Epoch 428/600
157/157 - 4s - loss: 0.7627 - accuracy: 0.9204 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.799336850643158
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.400 79.630 74.950 79.477 74.175
	Acc: 0.941 OSCR : 69.772 AUROC_max_val (%): 79.630 AUROC_real (%): 72.239

Epoch 429/600
157/157 - 4s - loss: 0.7660 - accuracy: 0.9183 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7061359286308289
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.200 72.500 67.300 72.113 71.015
	Acc: 0.934 OSCR : 63.944 AUROC_max_val (%): 72.500 AUROC_real (%): 66.199

Epoch 430/600
157/157 - 4s - loss: 0.7783 - accuracy: 0.9186 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5480329394340515
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 85.724 79.350 87.100 81.428
	Acc: 0.953 OSCR : 72.880 AUROC_max_val (%): 85.724 AUROC_real (%): 74.730

Epoch 431/600
157/157 - 4s - loss: 0.7631 - accuracy: 0.9186 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5435692071914673
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.300 80.962 74.850 81.602 77.680
	Acc: 0.950 OSCR : 74.120 AUROC_max_val (%): 80.962 AUROC_real (%): 76.039

Epoch 432/600
157/157 - 4s - loss: 0.7885 - accuracy: 0.9172 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5143030285835266
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.500 82.864 76.500 83.532 80.567
	Acc: 0.959 OSCR : 69.496 AUROC_max_val (%): 82.864 AUROC_real (%): 71.079

Epoch 433/600
157/157 - 4s - loss: 0.7452 - accuracy: 0.9223 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5849310755729675
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.400 81.233 76.050 81.452 77.900
	Acc: 0.939 OSCR : 74.760 AUROC_max_val (%): 81.233 AUROC_real (%): 76.866

Epoch 434/600
157/157 - 4s - loss: 0.7892 - accuracy: 0.9167 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6390412449836731
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 80.187 73.550 80.458 77.406
	Acc: 0.954 OSCR : 67.170 AUROC_max_val (%): 80.187 AUROC_real (%): 68.793

Epoch 435/600
157/157 - 4s - loss: 0.7708 - accuracy: 0.9194 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.620709240436554
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.900 76.910 70.650 77.544 74.049
	Acc: 0.951 OSCR : 68.299 AUROC_max_val (%): 76.910 AUROC_real (%): 70.308

Epoch 436/600
157/157 - 4s - loss: 0.7697 - accuracy: 0.9194 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5659684538841248
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.400 84.376 77.750 86.103 80.438
	Acc: 0.953 OSCR : 68.222 AUROC_max_val (%): 84.376 AUROC_real (%): 70.073

Epoch 437/600
157/157 - 4s - loss: 0.7683 - accuracy: 0.9193 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.45921963453292847
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 85.391 78.600 86.614 82.414
	Acc: 0.957 OSCR : 75.838 AUROC_max_val (%): 85.391 AUROC_real (%): 77.621

Epoch 438/600
157/157 - 4s - loss: 0.7629 - accuracy: 0.9202 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5560429096221924
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 84.053 78.300 83.793 82.205
	Acc: 0.951 OSCR : 75.445 AUROC_max_val (%): 84.053 AUROC_real (%): 77.676

Epoch 439/600
157/157 - 4s - loss: 0.7496 - accuracy: 0.9201 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6304043531417847
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.700 81.140 74.850 80.514 79.369
	Acc: 0.946 OSCR : 71.397 AUROC_max_val (%): 81.140 AUROC_real (%): 73.573

Epoch 440/600
157/157 - 4s - loss: 0.7554 - accuracy: 0.9190 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6162992715835571
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 84.178 77.900 85.306 81.812
	Acc: 0.953 OSCR : 67.974 AUROC_max_val (%): 84.178 AUROC_real (%): 69.988

Epoch 441/600
157/157 - 4s - loss: 0.7536 - accuracy: 0.9222 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5960569977760315
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.100 77.183 71.500 78.450 72.806
	Acc: 0.941 OSCR : 73.649 AUROC_max_val (%): 77.183 AUROC_real (%): 75.694

Epoch 442/600
157/157 - 4s - loss: 0.7526 - accuracy: 0.9191 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5459315776824951
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.700 84.081 77.400 85.474 80.739
	Acc: 0.951 OSCR : 69.120 AUROC_max_val (%): 84.081 AUROC_real (%): 70.898

Epoch 443/600
157/157 - 4s - loss: 0.7340 - accuracy: 0.9222 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7033476233482361
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.300 82.893 76.350 84.142 78.551
	Acc: 0.947 OSCR : 67.358 AUROC_max_val (%): 82.893 AUROC_real (%): 69.468

Epoch 444/600
157/157 - 4s - loss: 0.7362 - accuracy: 0.9227 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5348554849624634
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 84.553 78.350 85.261 81.389
	Acc: 0.958 OSCR : 72.502 AUROC_max_val (%): 84.553 AUROC_real (%): 74.410

Epoch 445/600
157/157 - 4s - loss: 0.7518 - accuracy: 0.9211 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6608678102493286
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.000 86.182 80.900 87.714 81.973
	Acc: 0.946 OSCR : 72.100 AUROC_max_val (%): 86.182 AUROC_real (%): 74.304

Epoch 446/600
157/157 - 4s - loss: 0.7238 - accuracy: 0.9257 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6264849901199341
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 84.241 78.850 84.007 82.071
	Acc: 0.942 OSCR : 72.510 AUROC_max_val (%): 84.241 AUROC_real (%): 74.828

Epoch 447/600
157/157 - 4s - loss: 0.7356 - accuracy: 0.9212 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6506515145301819
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 85.385 79.200 86.787 81.521
	Acc: 0.944 OSCR : 70.277 AUROC_max_val (%): 85.385 AUROC_real (%): 72.427

Epoch 448/600
157/157 - 4s - loss: 0.7261 - accuracy: 0.9230 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4896105229854584
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 86.991 80.300 88.736 83.780
	Acc: 0.949 OSCR : 76.606 AUROC_max_val (%): 86.991 AUROC_real (%): 78.785

Epoch 449/600
157/157 - 4s - loss: 0.7391 - accuracy: 0.9205 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7344138026237488
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.200 81.770 75.800 82.585 78.216
	Acc: 0.930 OSCR : 69.745 AUROC_max_val (%): 81.770 AUROC_real (%): 72.587

Epoch 450/600
157/157 - 4s - loss: 0.7254 - accuracy: 0.9243 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6168896555900574
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.400 83.432 76.400 85.000 79.520
	Acc: 0.944 OSCR : 68.577 AUROC_max_val (%): 83.432 AUROC_real (%): 70.681

Epoch 451/600
157/157 - 4s - loss: 0.7362 - accuracy: 0.9221 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.44331783056259155
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.000 86.646 80.150 87.454 84.127
	Acc: 0.961 OSCR : 75.120 AUROC_max_val (%): 86.646 AUROC_real (%): 76.813

Epoch 452/600
157/157 - 4s - loss: 0.7264 - accuracy: 0.9238 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6499436497688293
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.300 77.294 72.050 75.693 74.984
	Acc: 0.949 OSCR : 66.626 AUROC_max_val (%): 77.294 AUROC_real (%): 68.710

Epoch 453/600
157/157 - 4s - loss: 0.7505 - accuracy: 0.9209 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6213552951812744
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 82.877 76.850 84.867 78.139
	Acc: 0.935 OSCR : 75.090 AUROC_max_val (%): 82.877 AUROC_real (%): 77.531

Epoch 454/600
157/157 - 4s - loss: 0.7131 - accuracy: 0.9240 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5493738651275635
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 82.901 76.400 84.159 78.899
	Acc: 0.947 OSCR : 76.380 AUROC_max_val (%): 82.901 AUROC_real (%): 78.391

Epoch 455/600
157/157 - 4s - loss: 0.7123 - accuracy: 0.9261 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5553447604179382
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.500 83.389 76.450 85.303 79.725
	Acc: 0.945 OSCR : 75.304 AUROC_max_val (%): 83.389 AUROC_real (%): 77.279

Epoch 456/600
157/157 - 4s - loss: 0.7402 - accuracy: 0.9208 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5412600636482239
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 86.171 79.250 87.549 83.509
	Acc: 0.953 OSCR : 67.682 AUROC_max_val (%): 86.171 AUROC_real (%): 69.388

Epoch 457/600
157/157 - 4s - loss: 0.6998 - accuracy: 0.9272 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6121624708175659
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 82.018 76.600 80.898 78.521
	Acc: 0.938 OSCR : 73.413 AUROC_max_val (%): 82.018 AUROC_real (%): 75.543

Epoch 458/600
157/157 - 4s - loss: 0.7027 - accuracy: 0.9266 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7880884408950806
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.300 80.735 74.450 82.194 76.894
	Acc: 0.940 OSCR : 68.594 AUROC_max_val (%): 80.735 AUROC_real (%): 71.195

Epoch 459/600
157/157 - 4s - loss: 0.7165 - accuracy: 0.9215 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.700505793094635
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.000 77.354 71.000 78.350 74.276
	Acc: 0.936 OSCR : 66.619 AUROC_max_val (%): 77.354 AUROC_real (%): 68.996

Epoch 460/600
157/157 - 4s - loss: 0.6971 - accuracy: 0.9263 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.58835369348526
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 86.535 79.900 88.344 83.226
	Acc: 0.947 OSCR : 72.391 AUROC_max_val (%): 86.535 AUROC_real (%): 74.378

Epoch 461/600
157/157 - 4s - loss: 0.6951 - accuracy: 0.9269 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7765235304832458
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.400 78.499 71.750 79.198 76.408
	Acc: 0.942 OSCR : 56.543 AUROC_max_val (%): 78.499 AUROC_real (%): 58.570

Epoch 462/600
157/157 - 4s - loss: 0.7093 - accuracy: 0.9239 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5743032097816467
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.400 81.975 75.850 83.589 78.042
	Acc: 0.937 OSCR : 73.012 AUROC_max_val (%): 81.975 AUROC_real (%): 74.992

Epoch 463/600
157/157 - 4s - loss: 0.6914 - accuracy: 0.9271 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6558014750480652
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 88.111 79.800 89.700 86.230
	Acc: 0.955 OSCR : 70.034 AUROC_max_val (%): 88.111 AUROC_real (%): 71.969

Epoch 464/600
157/157 - 4s - loss: 0.6826 - accuracy: 0.9277 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6166854500770569
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.600 79.500 73.250 80.624 77.005
	Acc: 0.947 OSCR : 66.340 AUROC_max_val (%): 79.500 AUROC_real (%): 68.388

Epoch 465/600
157/157 - 4s - loss: 0.6886 - accuracy: 0.9284 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7211666703224182
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 83.479 77.050 84.747 80.341
	Acc: 0.946 OSCR : 63.540 AUROC_max_val (%): 83.479 AUROC_real (%): 65.608

Epoch 466/600
157/157 - 4s - loss: 0.6924 - accuracy: 0.9273 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5751848220825195
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.800 84.611 77.450 84.984 83.049
	Acc: 0.953 OSCR : 68.450 AUROC_max_val (%): 84.611 AUROC_real (%): 70.320

Epoch 467/600
157/157 - 4s - loss: 0.6786 - accuracy: 0.9280 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5411397814750671
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 87.060 80.650 88.863 83.851
	Acc: 0.951 OSCR : 70.016 AUROC_max_val (%): 87.060 AUROC_real (%): 71.886

Epoch 468/600
157/157 - 4s - loss: 0.6888 - accuracy: 0.9264 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4965900778770447
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 81.090 75.200 80.476 79.317
	Acc: 0.953 OSCR : 69.598 AUROC_max_val (%): 81.090 AUROC_real (%): 71.143

Epoch 469/600
157/157 - 4s - loss: 0.6933 - accuracy: 0.9269 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5054700970649719
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 81.348 74.650 80.790 79.843
	Acc: 0.962 OSCR : 70.498 AUROC_max_val (%): 81.348 AUROC_real (%): 72.197

Epoch 470/600
157/157 - 4s - loss: 0.6828 - accuracy: 0.9277 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6073117256164551
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.400 80.272 73.900 81.848 76.852
	Acc: 0.955 OSCR : 64.272 AUROC_max_val (%): 80.272 AUROC_real (%): 66.006

Epoch 471/600
157/157 - 4s - loss: 0.6920 - accuracy: 0.9282 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6540339589118958
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 84.630 78.050 86.880 80.168
	Acc: 0.941 OSCR : 71.746 AUROC_max_val (%): 84.630 AUROC_real (%): 74.056

Epoch 472/600
157/157 - 4s - loss: 0.6572 - accuracy: 0.9303 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5951263904571533
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.200 79.146 73.300 80.343 75.747
	Acc: 0.948 OSCR : 74.078 AUROC_max_val (%): 79.146 AUROC_real (%): 76.276

Epoch 473/600
157/157 - 4s - loss: 0.6586 - accuracy: 0.9294 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5135366916656494
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.300 86.337 79.600 87.645 83.524
	Acc: 0.953 OSCR : 71.972 AUROC_max_val (%): 86.337 AUROC_real (%): 73.709

Epoch 474/600
157/157 - 4s - loss: 0.6708 - accuracy: 0.9284 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7364326119422913
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 81.810 74.950 83.338 78.864
	Acc: 0.952 OSCR : 62.978 AUROC_max_val (%): 81.810 AUROC_real (%): 64.820

Epoch 475/600
157/157 - 4s - loss: 0.6736 - accuracy: 0.9289 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7126703858375549
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.300 80.023 73.800 80.605 76.207
	Acc: 0.947 OSCR : 69.119 AUROC_max_val (%): 80.023 AUROC_real (%): 71.254

Epoch 476/600
157/157 - 4s - loss: 0.6658 - accuracy: 0.9302 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5082921981811523
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 84.546 77.150 85.455 82.523
	Acc: 0.953 OSCR : 70.821 AUROC_max_val (%): 84.546 AUROC_real (%): 72.670

Epoch 477/600
157/157 - 4s - loss: 0.6763 - accuracy: 0.9286 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48530036211013794
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 87.272 81.000 89.353 83.666
	Acc: 0.956 OSCR : 72.289 AUROC_max_val (%): 87.272 AUROC_real (%): 73.979

Epoch 478/600
157/157 - 4s - loss: 0.6681 - accuracy: 0.9297 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.51398766040802
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 83.788 76.600 85.159 81.390
	Acc: 0.955 OSCR : 70.537 AUROC_max_val (%): 83.788 AUROC_real (%): 72.464

Epoch 479/600
157/157 - 4s - loss: 0.6487 - accuracy: 0.9309 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4797760844230652
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 86.306 78.350 87.842 83.490
	Acc: 0.958 OSCR : 70.010 AUROC_max_val (%): 86.306 AUROC_real (%): 71.724

Epoch 480/600
157/157 - 4s - loss: 0.6415 - accuracy: 0.9319 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5157390236854553
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.500 80.685 74.100 80.785 77.654
	Acc: 0.950 OSCR : 72.474 AUROC_max_val (%): 80.685 AUROC_real (%): 74.163

Epoch 481/600
157/157 - 4s - loss: 0.6435 - accuracy: 0.9320 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5149966478347778
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 82.219 76.150 82.029 78.659
	Acc: 0.956 OSCR : 69.161 AUROC_max_val (%): 82.219 AUROC_real (%): 70.569

Epoch 482/600
157/157 - 4s - loss: 0.6410 - accuracy: 0.9311 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6017719507217407
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 83.961 77.900 84.844 79.432
	Acc: 0.951 OSCR : 73.551 AUROC_max_val (%): 83.961 AUROC_real (%): 75.919

Epoch 483/600
157/157 - 4s - loss: 0.6141 - accuracy: 0.9360 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4954272508621216
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 85.674 79.300 86.623 82.077
	Acc: 0.956 OSCR : 72.208 AUROC_max_val (%): 85.674 AUROC_real (%): 73.948

Epoch 484/600
157/157 - 4s - loss: 0.6539 - accuracy: 0.9301 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48481589555740356
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 87.289 80.750 88.500 84.978
	Acc: 0.956 OSCR : 74.895 AUROC_max_val (%): 87.289 AUROC_real (%): 76.956

Epoch 485/600
157/157 - 4s - loss: 0.6372 - accuracy: 0.9309 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6141589283943176
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 87.833 80.700 89.423 85.011
	Acc: 0.950 OSCR : 71.921 AUROC_max_val (%): 87.833 AUROC_real (%): 74.193

Epoch 486/600
157/157 - 4s - loss: 0.6445 - accuracy: 0.9323 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5081219673156738
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 84.597 77.200 84.592 83.291
	Acc: 0.956 OSCR : 74.618 AUROC_max_val (%): 84.597 AUROC_real (%): 76.534

Epoch 487/600
157/157 - 4s - loss: 0.6323 - accuracy: 0.9327 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.46497735381126404
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.600 83.640 76.450 83.955 80.996
	Acc: 0.961 OSCR : 71.266 AUROC_max_val (%): 83.640 AUROC_real (%): 72.748

Epoch 488/600
157/157 - 4s - loss: 0.6215 - accuracy: 0.9331 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.545687735080719
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 82.092 75.450 81.504 80.572
	Acc: 0.955 OSCR : 72.950 AUROC_max_val (%): 82.092 AUROC_real (%): 74.960

Epoch 489/600
157/157 - 4s - loss: 0.6471 - accuracy: 0.9307 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.538619875907898
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 85.355 79.500 86.618 82.561
	Acc: 0.947 OSCR : 70.699 AUROC_max_val (%): 85.355 AUROC_real (%): 72.733

Epoch 490/600
157/157 - 4s - loss: 0.6097 - accuracy: 0.9355 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.45961394906044006
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 86.438 79.850 87.694 84.206
	Acc: 0.958 OSCR : 73.717 AUROC_max_val (%): 86.438 AUROC_real (%): 75.487

Epoch 491/600
157/157 - 4s - loss: 0.6121 - accuracy: 0.9365 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5428590774536133
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 82.895 75.500 82.671 80.554
	Acc: 0.952 OSCR : 70.421 AUROC_max_val (%): 82.895 AUROC_real (%): 72.310

Epoch 492/600
157/157 - 4s - loss: 0.6121 - accuracy: 0.9359 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5177455544471741
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 85.393 78.950 84.703 83.785
	Acc: 0.953 OSCR : 74.084 AUROC_max_val (%): 85.393 AUROC_real (%): 75.938

Epoch 493/600
157/157 - 4s - loss: 0.6050 - accuracy: 0.9374 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5117326378822327
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 85.997 80.300 85.830 84.171
	Acc: 0.959 OSCR : 74.021 AUROC_max_val (%): 85.997 AUROC_real (%): 75.864

Epoch 494/600
157/157 - 4s - loss: 0.6192 - accuracy: 0.9346 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5374180674552917
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 83.547 77.350 83.175 81.501
	Acc: 0.959 OSCR : 68.779 AUROC_max_val (%): 83.547 AUROC_real (%): 70.515

Epoch 495/600
157/157 - 4s - loss: 0.6140 - accuracy: 0.9349 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6751425266265869
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 85.227 78.350 86.719 81.771
	Acc: 0.945 OSCR : 68.365 AUROC_max_val (%): 85.227 AUROC_real (%): 70.599

Epoch 496/600
157/157 - 4s - loss: 0.6160 - accuracy: 0.9345 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4659523665904999
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 87.921 80.850 89.342 85.854
	Acc: 0.960 OSCR : 77.181 AUROC_max_val (%): 87.921 AUROC_real (%): 79.061

Epoch 497/600
157/157 - 4s - loss: 0.5960 - accuracy: 0.9369 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48545873165130615
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.000 84.467 77.450 84.495 83.045
	Acc: 0.953 OSCR : 73.066 AUROC_max_val (%): 84.467 AUROC_real (%): 74.827

Epoch 498/600
157/157 - 4s - loss: 0.6123 - accuracy: 0.9349 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4368983805179596
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.600 82.295 75.900 82.195 80.789
	Acc: 0.962 OSCR : 75.884 AUROC_max_val (%): 82.295 AUROC_real (%): 77.511

Epoch 499/600
157/157 - 4s - loss: 0.5918 - accuracy: 0.9377 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6154634356498718
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 81.665 76.650 79.490 80.324
	Acc: 0.953 OSCR : 71.102 AUROC_max_val (%): 81.665 AUROC_real (%): 72.864

Epoch 500/600
157/157 - 4s - loss: 0.6076 - accuracy: 0.9352 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5525346398353577
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 85.565 78.450 86.643 83.607
	Acc: 0.954 OSCR : 69.224 AUROC_max_val (%): 85.565 AUROC_real (%): 71.120

Epoch 501/600
157/157 - 4s - loss: 0.5962 - accuracy: 0.9359 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46356385946273804
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 84.635 77.600 85.907 82.018
	Acc: 0.959 OSCR : 75.151 AUROC_max_val (%): 84.635 AUROC_real (%): 76.932

Epoch 502/600
157/157 - 4s - loss: 0.6022 - accuracy: 0.9358 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5412213802337646
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.600 81.811 76.200 82.485 78.182
	Acc: 0.952 OSCR : 70.459 AUROC_max_val (%): 81.811 AUROC_real (%): 72.128

Epoch 503/600
157/157 - 4s - loss: 0.6022 - accuracy: 0.9371 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4775863289833069
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.800 83.141 76.150 84.144 79.904
	Acc: 0.960 OSCR : 74.330 AUROC_max_val (%): 83.141 AUROC_real (%): 76.154

Epoch 504/600
157/157 - 4s - loss: 0.5982 - accuracy: 0.9374 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5537802577018738
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.000 85.047 78.850 87.040 80.798
	Acc: 0.956 OSCR : 71.364 AUROC_max_val (%): 85.047 AUROC_real (%): 73.399

Epoch 505/600
157/157 - 4s - loss: 0.5930 - accuracy: 0.9372 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5012832880020142
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 83.794 77.900 83.520 81.934
	Acc: 0.956 OSCR : 73.487 AUROC_max_val (%): 83.794 AUROC_real (%): 75.332

Epoch 506/600
157/157 - 4s - loss: 0.5813 - accuracy: 0.9378 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5387481451034546
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.700 84.499 78.050 85.544 81.784
	Acc: 0.949 OSCR : 71.251 AUROC_max_val (%): 84.499 AUROC_real (%): 73.343

Epoch 507/600
157/157 - 4s - loss: 0.5750 - accuracy: 0.9395 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49308595061302185
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.800 84.935 78.250 86.035 82.058
	Acc: 0.956 OSCR : 74.171 AUROC_max_val (%): 84.935 AUROC_real (%): 76.067

Epoch 508/600
157/157 - 4s - loss: 0.5978 - accuracy: 0.9372 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46135443449020386
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.900 87.764 81.200 89.157 85.989
	Acc: 0.960 OSCR : 73.748 AUROC_max_val (%): 87.764 AUROC_real (%): 75.693

Epoch 509/600
157/157 - 4s - loss: 0.5913 - accuracy: 0.9368 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5024008750915527
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 85.372 79.000 86.113 82.609
	Acc: 0.954 OSCR : 72.757 AUROC_max_val (%): 85.372 AUROC_real (%): 74.638

Epoch 510/600
157/157 - 4s - loss: 0.5718 - accuracy: 0.9393 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4714716374874115
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 83.791 77.200 83.624 81.797
	Acc: 0.958 OSCR : 76.293 AUROC_max_val (%): 83.791 AUROC_real (%): 78.261

Epoch 511/600
157/157 - 4s - loss: 0.5619 - accuracy: 0.9391 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.43041881918907166
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.700 86.335 79.200 86.689 84.903
	Acc: 0.966 OSCR : 76.423 AUROC_max_val (%): 86.335 AUROC_real (%): 78.144

Epoch 512/600
157/157 - 4s - loss: 0.5681 - accuracy: 0.9397 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48351311683654785
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 82.217 75.950 81.877 80.369
	Acc: 0.955 OSCR : 74.534 AUROC_max_val (%): 82.217 AUROC_real (%): 76.384

Epoch 513/600
157/157 - 4s - loss: 0.5663 - accuracy: 0.9409 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5126005411148071
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.100 80.240 73.550 80.207 77.975
	Acc: 0.955 OSCR : 69.161 AUROC_max_val (%): 80.240 AUROC_real (%): 70.777

Epoch 514/600
157/157 - 4s - loss: 0.5791 - accuracy: 0.9392 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5517017841339111
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 85.218 78.800 86.153 82.893
	Acc: 0.956 OSCR : 69.528 AUROC_max_val (%): 85.218 AUROC_real (%): 71.465

Epoch 515/600
157/157 - 4s - loss: 0.5509 - accuracy: 0.9409 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5055914521217346
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 85.255 77.800 85.492 83.373
	Acc: 0.959 OSCR : 70.328 AUROC_max_val (%): 85.255 AUROC_real (%): 72.090

Epoch 516/600
157/157 - 4s - loss: 0.5485 - accuracy: 0.9423 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.45962056517601013
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 87.026 79.200 87.767 85.595
	Acc: 0.955 OSCR : 73.354 AUROC_max_val (%): 87.026 AUROC_real (%): 75.206

Epoch 517/600
157/157 - 4s - loss: 0.5426 - accuracy: 0.9423 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4032441973686218
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 83.776 76.750 84.314 82.105
	Acc: 0.963 OSCR : 73.715 AUROC_max_val (%): 83.776 AUROC_real (%): 75.336

Epoch 518/600
157/157 - 4s - loss: 0.5503 - accuracy: 0.9424 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47964200377464294
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 83.257 76.300 82.356 81.958
	Acc: 0.953 OSCR : 76.941 AUROC_max_val (%): 83.257 AUROC_real (%): 78.836

Epoch 519/600
157/157 - 4s - loss: 0.5585 - accuracy: 0.9396 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4953429400920868
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 83.449 77.000 83.160 81.572
	Acc: 0.957 OSCR : 71.257 AUROC_max_val (%): 83.449 AUROC_real (%): 72.982

Epoch 520/600
157/157 - 4s - loss: 0.5650 - accuracy: 0.9404 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.45643484592437744
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.000 85.914 79.200 86.656 83.372
	Acc: 0.957 OSCR : 70.328 AUROC_max_val (%): 85.914 AUROC_real (%): 71.849

Epoch 521/600
157/157 - 4s - loss: 0.5552 - accuracy: 0.9409 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.517375648021698
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 84.247 77.400 84.540 82.050
	Acc: 0.957 OSCR : 71.286 AUROC_max_val (%): 84.247 AUROC_real (%): 73.088

Epoch 522/600
157/157 - 4s - loss: 0.5544 - accuracy: 0.9429 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4698728024959564
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 81.704 74.850 80.926 80.637
	Acc: 0.958 OSCR : 71.829 AUROC_max_val (%): 81.704 AUROC_real (%): 73.702

Epoch 523/600
157/157 - 4s - loss: 0.5485 - accuracy: 0.9406 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5115975141525269
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 82.344 75.650 82.308 80.211
	Acc: 0.958 OSCR : 77.505 AUROC_max_val (%): 82.344 AUROC_real (%): 79.615

Epoch 524/600
157/157 - 4s - loss: 0.5359 - accuracy: 0.9435 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4705504775047302
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 86.353 79.150 86.936 84.398
	Acc: 0.960 OSCR : 72.020 AUROC_max_val (%): 86.353 AUROC_real (%): 73.632

Epoch 525/600
157/157 - 4s - loss: 0.5451 - accuracy: 0.9422 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.39325690269470215
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.000 85.186 78.850 85.271 83.059
	Acc: 0.964 OSCR : 72.564 AUROC_max_val (%): 85.186 AUROC_real (%): 73.899

Epoch 526/600
157/157 - 4s - loss: 0.5445 - accuracy: 0.9426 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.43228304386138916
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 86.620 80.350 87.086 84.801
	Acc: 0.959 OSCR : 77.783 AUROC_max_val (%): 86.620 AUROC_real (%): 79.567

Epoch 527/600
157/157 - 4s - loss: 0.5506 - accuracy: 0.9416 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.41089126467704773
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 84.790 77.950 85.053 82.467
	Acc: 0.964 OSCR : 72.586 AUROC_max_val (%): 84.790 AUROC_real (%): 74.010

Epoch 528/600
157/157 - 4s - loss: 0.5455 - accuracy: 0.9431 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4750725328922272
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.800 83.068 76.700 81.904 81.892
	Acc: 0.959 OSCR : 71.743 AUROC_max_val (%): 83.068 AUROC_real (%): 73.449

Epoch 529/600
157/157 - 4s - loss: 0.5313 - accuracy: 0.9439 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.41832560300827026
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 83.968 77.500 83.389 82.246
	Acc: 0.962 OSCR : 75.310 AUROC_max_val (%): 83.968 AUROC_real (%): 76.902

Epoch 530/600
157/157 - 4s - loss: 0.5303 - accuracy: 0.9442 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.39302539825439453
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 83.874 76.800 83.601 82.643
	Acc: 0.965 OSCR : 72.019 AUROC_max_val (%): 83.874 AUROC_real (%): 73.427

Epoch 531/600
157/157 - 4s - loss: 0.5277 - accuracy: 0.9449 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4409274756908417
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.600 83.463 76.350 83.737 81.578
	Acc: 0.963 OSCR : 72.256 AUROC_max_val (%): 83.463 AUROC_real (%): 73.801

Epoch 532/600
157/157 - 4s - loss: 0.5173 - accuracy: 0.9438 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.43176648020744324
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 85.972 79.250 86.056 84.273
	Acc: 0.963 OSCR : 72.895 AUROC_max_val (%): 85.972 AUROC_real (%): 74.438

Epoch 533/600
157/157 - 4s - loss: 0.5270 - accuracy: 0.9437 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4262469708919525
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 81.835 74.600 81.146 80.058
	Acc: 0.961 OSCR : 73.377 AUROC_max_val (%): 81.835 AUROC_real (%): 74.726

Epoch 534/600
157/157 - 4s - loss: 0.5257 - accuracy: 0.9447 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.43368810415267944
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 84.571 77.800 85.003 81.981
	Acc: 0.961 OSCR : 70.880 AUROC_max_val (%): 84.571 AUROC_real (%): 72.178

Epoch 535/600
157/157 - 4s - loss: 0.5195 - accuracy: 0.9449 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.35178688168525696
	accuracy: 0.9679999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 85.751 79.450 85.741 83.422
	Acc: 0.968 OSCR : 75.719 AUROC_max_val (%): 85.751 AUROC_real (%): 77.000

Epoch 536/600
157/157 - 4s - loss: 0.5175 - accuracy: 0.9430 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.3722153306007385
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 85.648 78.500 86.165 83.445
	Acc: 0.966 OSCR : 74.864 AUROC_max_val (%): 85.648 AUROC_real (%): 76.185

Epoch 537/600
157/157 - 4s - loss: 0.4943 - accuracy: 0.9484 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4131282567977905
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 84.138 77.000 84.300 82.016
	Acc: 0.962 OSCR : 72.503 AUROC_max_val (%): 84.138 AUROC_real (%): 73.962

Epoch 538/600
157/157 - 4s - loss: 0.4994 - accuracy: 0.9463 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4498610198497772
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 86.288 79.250 87.213 83.205
	Acc: 0.965 OSCR : 73.177 AUROC_max_val (%): 86.288 AUROC_real (%): 74.729

Epoch 539/600
157/157 - 4s - loss: 0.5039 - accuracy: 0.9464 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4228551983833313
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.600 88.195 81.800 89.374 85.783
	Acc: 0.967 OSCR : 74.743 AUROC_max_val (%): 88.195 AUROC_real (%): 76.255

Epoch 540/600
157/157 - 4s - loss: 0.5159 - accuracy: 0.9462 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.446135014295578
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 86.611 80.100 87.379 84.595
	Acc: 0.957 OSCR : 72.621 AUROC_max_val (%): 86.611 AUROC_real (%): 74.326

Epoch 541/600
157/157 - 4s - loss: 0.4861 - accuracy: 0.9477 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4836255609989166
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 84.127 78.400 83.500 82.173
	Acc: 0.955 OSCR : 75.693 AUROC_max_val (%): 84.127 AUROC_real (%): 77.437

Epoch 542/600
157/157 - 4s - loss: 0.5018 - accuracy: 0.9480 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.43130919337272644
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 83.642 77.550 82.886 81.620
	Acc: 0.963 OSCR : 72.266 AUROC_max_val (%): 83.642 AUROC_real (%): 73.677

Epoch 543/600
157/157 - 4s - loss: 0.5130 - accuracy: 0.9462 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.44093358516693115
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 85.688 80.000 85.308 83.364
	Acc: 0.960 OSCR : 75.032 AUROC_max_val (%): 85.688 AUROC_real (%): 76.529

Epoch 544/600
157/157 - 4s - loss: 0.4804 - accuracy: 0.9499 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4443516135215759
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.500 83.209 76.750 82.224 81.839
	Acc: 0.960 OSCR : 73.255 AUROC_max_val (%): 83.209 AUROC_real (%): 74.832

Epoch 545/600
157/157 - 4s - loss: 0.4753 - accuracy: 0.9488 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.40941154956817627
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 83.969 78.150 83.435 81.570
	Acc: 0.961 OSCR : 74.153 AUROC_max_val (%): 83.969 AUROC_real (%): 75.548

Epoch 546/600
157/157 - 4s - loss: 0.5060 - accuracy: 0.9455 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.43438413739204407
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 85.385 79.650 85.532 82.864
	Acc: 0.959 OSCR : 74.491 AUROC_max_val (%): 85.385 AUROC_real (%): 76.071

Epoch 547/600
157/157 - 4s - loss: 0.4865 - accuracy: 0.9492 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.43903303146362305
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 87.354 80.900 87.611 85.049
	Acc: 0.967 OSCR : 71.516 AUROC_max_val (%): 87.354 AUROC_real (%): 72.952

Epoch 548/600
157/157 - 4s - loss: 0.4921 - accuracy: 0.9484 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4419691264629364
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 87.361 80.600 88.236 85.425
	Acc: 0.963 OSCR : 75.959 AUROC_max_val (%): 87.361 AUROC_real (%): 77.664

Epoch 549/600
157/157 - 4s - loss: 0.5016 - accuracy: 0.9453 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.44106850028038025
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 82.180 76.400 80.582 80.971
	Acc: 0.958 OSCR : 73.699 AUROC_max_val (%): 82.180 AUROC_real (%): 75.315

Epoch 550/600
157/157 - 4s - loss: 0.4922 - accuracy: 0.9478 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4310694932937622
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 86.460 80.000 87.117 84.250
	Acc: 0.961 OSCR : 75.175 AUROC_max_val (%): 86.460 AUROC_real (%): 76.898

Epoch 551/600
157/157 - 4s - loss: 0.4775 - accuracy: 0.9500 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4317643344402313
	accuracy: 0.9679999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 83.451 77.350 81.998 81.942
	Acc: 0.968 OSCR : 72.851 AUROC_max_val (%): 83.451 AUROC_real (%): 74.267

Epoch 552/600
157/157 - 4s - loss: 0.4972 - accuracy: 0.9478 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.44724053144454956
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 85.312 78.050 86.195 83.141
	Acc: 0.962 OSCR : 74.728 AUROC_max_val (%): 85.312 AUROC_real (%): 76.428

Epoch 553/600
157/157 - 4s - loss: 0.4921 - accuracy: 0.9485 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4177519679069519
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 85.940 79.750 86.200 83.726
	Acc: 0.964 OSCR : 76.167 AUROC_max_val (%): 85.940 AUROC_real (%): 77.645

Epoch 554/600
157/157 - 4s - loss: 0.4747 - accuracy: 0.9492 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.43802011013031006
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 86.644 80.450 86.989 83.999
	Acc: 0.961 OSCR : 75.213 AUROC_max_val (%): 86.644 AUROC_real (%): 76.884

Epoch 555/600
157/157 - 4s - loss: 0.4897 - accuracy: 0.9482 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4219551682472229
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 85.859 79.500 86.549 83.631
	Acc: 0.964 OSCR : 75.039 AUROC_max_val (%): 85.859 AUROC_real (%): 76.567

Epoch 556/600
157/157 - 4s - loss: 0.4731 - accuracy: 0.9506 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4057876765727997
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 87.217 80.500 87.808 85.293
	Acc: 0.963 OSCR : 77.358 AUROC_max_val (%): 87.217 AUROC_real (%): 78.970

Epoch 557/600
157/157 - 4s - loss: 0.4810 - accuracy: 0.9499 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.3917084038257599
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 84.785 78.250 84.446 82.921
	Acc: 0.965 OSCR : 76.547 AUROC_max_val (%): 84.785 AUROC_real (%): 77.972

Epoch 558/600
157/157 - 4s - loss: 0.4714 - accuracy: 0.9499 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.40797144174575806
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 85.368 79.200 85.154 83.289
	Acc: 0.961 OSCR : 77.012 AUROC_max_val (%): 85.368 AUROC_real (%): 78.578

Epoch 559/600
157/157 - 4s - loss: 0.4895 - accuracy: 0.9471 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.40013280510902405
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 85.418 79.150 85.063 83.939
	Acc: 0.966 OSCR : 75.955 AUROC_max_val (%): 85.418 AUROC_real (%): 77.457

Epoch 560/600
157/157 - 4s - loss: 0.4777 - accuracy: 0.9482 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4233238995075226
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 84.655 78.200 84.304 82.626
	Acc: 0.964 OSCR : 74.029 AUROC_max_val (%): 84.655 AUROC_real (%): 75.449

Epoch 561/600
157/157 - 4s - loss: 0.4701 - accuracy: 0.9498 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.38569605350494385
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.500 85.359 78.850 85.454 82.767
	Acc: 0.967 OSCR : 74.937 AUROC_max_val (%): 85.359 AUROC_real (%): 76.259

Epoch 562/600
157/157 - 4s - loss: 0.4853 - accuracy: 0.9492 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.408591091632843
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 86.004 79.850 86.178 83.553
	Acc: 0.965 OSCR : 75.964 AUROC_max_val (%): 86.004 AUROC_real (%): 77.372

Epoch 563/600
157/157 - 4s - loss: 0.4612 - accuracy: 0.9524 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.42173537611961365
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 86.058 79.700 86.055 84.188
	Acc: 0.963 OSCR : 74.120 AUROC_max_val (%): 86.058 AUROC_real (%): 75.614

Epoch 564/600
157/157 - 4s - loss: 0.4602 - accuracy: 0.9501 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4524720311164856
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 86.233 80.100 86.305 84.278
	Acc: 0.961 OSCR : 72.771 AUROC_max_val (%): 86.233 AUROC_real (%): 74.284

Epoch 565/600
157/157 - 4s - loss: 0.4672 - accuracy: 0.9506 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4273127615451813
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.500 84.375 78.200 84.054 82.538
	Acc: 0.964 OSCR : 74.469 AUROC_max_val (%): 84.375 AUROC_real (%): 75.886

Epoch 566/600
157/157 - 4s - loss: 0.4597 - accuracy: 0.9505 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.39978018403053284
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 84.445 78.200 84.062 82.500
	Acc: 0.965 OSCR : 75.613 AUROC_max_val (%): 84.445 AUROC_real (%): 76.941

Epoch 567/600
157/157 - 4s - loss: 0.4551 - accuracy: 0.9509 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.42518696188926697
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 85.018 78.750 85.005 82.817
	Acc: 0.964 OSCR : 74.270 AUROC_max_val (%): 85.018 AUROC_real (%): 75.662

Epoch 568/600
157/157 - 4s - loss: 0.4595 - accuracy: 0.9513 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.42301511764526367
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 85.630 78.800 85.907 83.601
	Acc: 0.962 OSCR : 73.888 AUROC_max_val (%): 85.630 AUROC_real (%): 75.332

Epoch 569/600
157/157 - 4s - loss: 0.4576 - accuracy: 0.9513 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.42346876859664917
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 84.762 78.450 84.747 82.982
	Acc: 0.966 OSCR : 73.346 AUROC_max_val (%): 84.762 AUROC_real (%): 74.812

Epoch 570/600
157/157 - 4s - loss: 0.4592 - accuracy: 0.9509 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.412709504365921
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 83.623 76.900 82.882 82.036
	Acc: 0.962 OSCR : 73.704 AUROC_max_val (%): 83.623 AUROC_real (%): 75.142

Epoch 571/600
157/157 - 4s - loss: 0.4715 - accuracy: 0.9496 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4115801751613617
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 84.263 77.500 83.710 82.684
	Acc: 0.961 OSCR : 73.339 AUROC_max_val (%): 84.263 AUROC_real (%): 74.786

Epoch 572/600
157/157 - 4s - loss: 0.4802 - accuracy: 0.9480 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.40462976694107056
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 85.322 78.550 85.366 83.427
	Acc: 0.965 OSCR : 73.367 AUROC_max_val (%): 85.322 AUROC_real (%): 74.701

Epoch 573/600
157/157 - 4s - loss: 0.4670 - accuracy: 0.9498 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.39622631669044495
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 86.928 79.950 87.522 85.014
	Acc: 0.964 OSCR : 75.482 AUROC_max_val (%): 86.928 AUROC_real (%): 76.966

Epoch 574/600
157/157 - 4s - loss: 0.4661 - accuracy: 0.9498 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.41183099150657654
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 86.628 80.250 87.248 84.522
	Acc: 0.964 OSCR : 74.195 AUROC_max_val (%): 86.628 AUROC_real (%): 75.630

Epoch 575/600
157/157 - 4s - loss: 0.4493 - accuracy: 0.9517 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4178410768508911
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 86.120 79.700 86.574 83.960
	Acc: 0.965 OSCR : 74.340 AUROC_max_val (%): 86.120 AUROC_real (%): 75.785

Epoch 576/600
157/157 - 4s - loss: 0.4719 - accuracy: 0.9507 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4058847427368164
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 85.707 79.200 85.866 83.836
	Acc: 0.964 OSCR : 74.147 AUROC_max_val (%): 85.707 AUROC_real (%): 75.555

Epoch 577/600
157/157 - 4s - loss: 0.4447 - accuracy: 0.9532 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4164893329143524
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 86.473 80.000 86.773 84.608
	Acc: 0.965 OSCR : 73.938 AUROC_max_val (%): 86.473 AUROC_real (%): 75.339

Epoch 578/600
157/157 - 4s - loss: 0.4522 - accuracy: 0.9520 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.39738500118255615
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 86.705 79.950 87.123 84.868
	Acc: 0.967 OSCR : 74.014 AUROC_max_val (%): 86.705 AUROC_real (%): 75.396

Epoch 579/600
157/157 - 4s - loss: 0.4517 - accuracy: 0.9506 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.394999623298645
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 85.688 79.350 85.477 84.137
	Acc: 0.967 OSCR : 74.671 AUROC_max_val (%): 85.688 AUROC_real (%): 76.052

Epoch 580/600
157/157 - 4s - loss: 0.4525 - accuracy: 0.9516 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4086551368236542
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 84.980 79.000 84.629 83.321
	Acc: 0.967 OSCR : 75.324 AUROC_max_val (%): 84.980 AUROC_real (%): 76.727

Epoch 581/600
157/157 - 4s - loss: 0.4651 - accuracy: 0.9499 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.3973320424556732
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 85.809 79.800 85.695 84.136
	Acc: 0.967 OSCR : 75.831 AUROC_max_val (%): 85.809 AUROC_real (%): 77.227

Epoch 582/600
157/157 - 4s - loss: 0.4387 - accuracy: 0.9528 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.3986739218235016
	accuracy: 0.9679999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 86.330 80.150 86.437 84.537
	Acc: 0.968 OSCR : 75.830 AUROC_max_val (%): 86.330 AUROC_real (%): 77.230

Epoch 583/600
157/157 - 4s - loss: 0.4555 - accuracy: 0.9516 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4077228009700775
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 85.041 79.050 84.734 83.375
	Acc: 0.964 OSCR : 74.927 AUROC_max_val (%): 85.041 AUROC_real (%): 76.351

Epoch 584/600
157/157 - 4s - loss: 0.4444 - accuracy: 0.9524 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.3963865339756012
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 86.229 79.900 86.414 84.456
	Acc: 0.967 OSCR : 76.144 AUROC_max_val (%): 86.229 AUROC_real (%): 77.577

Epoch 585/600
157/157 - 4s - loss: 0.4448 - accuracy: 0.9536 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.39854395389556885
	accuracy: 0.9679999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 85.737 79.350 85.694 84.157
	Acc: 0.968 OSCR : 75.424 AUROC_max_val (%): 85.737 AUROC_real (%): 76.839

Epoch 586/600
157/157 - 4s - loss: 0.4530 - accuracy: 0.9520 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.40052077174186707
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 85.819 79.500 85.727 84.165
	Acc: 0.967 OSCR : 75.005 AUROC_max_val (%): 85.819 AUROC_real (%): 76.398

Epoch 587/600
157/157 - 4s - loss: 0.4546 - accuracy: 0.9514 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.39842402935028076
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 85.878 79.200 85.717 84.287
	Acc: 0.965 OSCR : 75.100 AUROC_max_val (%): 85.878 AUROC_real (%): 76.509

Epoch 588/600
157/157 - 4s - loss: 0.4493 - accuracy: 0.9524 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4064805209636688
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.000 85.616 79.300 85.405 83.881
	Acc: 0.966 OSCR : 74.746 AUROC_max_val (%): 85.616 AUROC_real (%): 76.143

Epoch 589/600
157/157 - 4s - loss: 0.4666 - accuracy: 0.9506 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4113693833351135
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 85.895 79.300 85.778 84.258
	Acc: 0.966 OSCR : 74.347 AUROC_max_val (%): 85.895 AUROC_real (%): 75.767

Epoch 590/600
157/157 - 4s - loss: 0.4546 - accuracy: 0.9521 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.40172523260116577
	accuracy: 0.9679999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.000 85.752 79.350 85.585 84.108
	Acc: 0.968 OSCR : 74.883 AUROC_max_val (%): 85.752 AUROC_real (%): 76.271

Epoch 591/600
157/157 - 4s - loss: 0.4527 - accuracy: 0.9514 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4069008529186249
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 85.582 79.200 85.388 83.935
	Acc: 0.967 OSCR : 74.732 AUROC_max_val (%): 85.582 AUROC_real (%): 76.143

Epoch 592/600
157/157 - 4s - loss: 0.4550 - accuracy: 0.9527 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4003477394580841
	accuracy: 0.9679999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 85.828 79.450 85.664 84.169
	Acc: 0.968 OSCR : 75.244 AUROC_max_val (%): 85.828 AUROC_real (%): 76.638

Epoch 593/600
157/157 - 4s - loss: 0.4356 - accuracy: 0.9535 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.40203338861465454
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 86.071 79.800 86.068 84.274
	Acc: 0.967 OSCR : 75.547 AUROC_max_val (%): 86.071 AUROC_real (%): 76.963

Epoch 594/600
157/157 - 4s - loss: 0.4438 - accuracy: 0.9536 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.40486371517181396
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 86.030 79.800 85.996 84.247
	Acc: 0.967 OSCR : 75.100 AUROC_max_val (%): 86.030 AUROC_real (%): 76.513

Epoch 595/600
157/157 - 4s - loss: 0.4358 - accuracy: 0.9545 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.40272894501686096
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 86.219 79.950 86.223 84.447
	Acc: 0.966 OSCR : 75.415 AUROC_max_val (%): 86.219 AUROC_real (%): 76.830

Epoch 596/600
157/157 - 4s - loss: 0.4537 - accuracy: 0.9518 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4013206660747528
	accuracy: 0.9679999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 86.309 80.150 86.342 84.523
	Acc: 0.968 OSCR : 75.717 AUROC_max_val (%): 86.309 AUROC_real (%): 77.130

Epoch 597/600
157/157 - 4s - loss: 0.4530 - accuracy: 0.9524 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4060533046722412
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 86.092 79.850 86.117 84.281
	Acc: 0.966 OSCR : 75.163 AUROC_max_val (%): 86.092 AUROC_real (%): 76.580

Epoch 598/600
157/157 - 4s - loss: 0.4376 - accuracy: 0.9532 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4065864086151123
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 86.244 80.050 86.288 84.482
	Acc: 0.967 OSCR : 75.193 AUROC_max_val (%): 86.244 AUROC_real (%): 76.621

Epoch 599/600
157/157 - 4s - loss: 0.4439 - accuracy: 0.9523 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4014361798763275
	accuracy: 0.9679999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 86.238 80.000 86.290 84.483
	Acc: 0.968 OSCR : 75.618 AUROC_max_val (%): 86.238 AUROC_real (%): 77.038

Epoch 600/600
157/157 - 4s - loss: 0.4438 - accuracy: 0.9525 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4028526842594147
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 86.162 79.850 86.182 84.396
	Acc: 0.967 OSCR : 75.254 AUROC_max_val (%): 86.162 AUROC_real (%): 76.668

--- Execution time : 0:44:31.232788 ---
Closed set loss: 0.40285268
Closed set metrics:
accuracy: 0.9670000076293945 

      1/Unknown - 0s 130ms/step
8/8 [==============================] - 2s 331ms/step

      1/Unknown - 0s 7ms/step
8/8 [==============================] - 0s 6ms/step
W0905 08:46:43.740652 22701552670400 legend.py:1323] No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
I0905 08:46:43.741656 22701552670400 utils.py:108] Saving model in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-1/nb_f-5/anchor_mul-10/max_d-12.649/model.save
WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
W0905 08:46:43.741834 22701552670400 saving_utils.py:359] Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
W0905 08:46:45.399734 22701552670400 save.py:274] Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 10). These functions will not be directly callable after loading.
INFO:tensorflow:Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar+10//split-1/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 08:46:45.893460 22701552670400 builder_impl.py:797] Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar+10//split-1/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 08:46:45.953606 22701552670400 utils.py:112] Saving history in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-1/nb_f-5/anchor_mul-10/max_d-12.649/history.pkl
AUROC score: 0.766675
