I0905 08:02:01.622532 22383375754944 utils.py:90] Saving flags in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-0/nb_f-5/anchor_mul-10/max_d-12.649/flags.txt
I0905 08:02:01.631175 22383375754944 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 08:02:01.638247 22383375754944 dataset_builder.py:528] Reusing dataset cifar10 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2)
I0905 08:02:02.901351 22383375754944 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 08:02:02.902912 22383375754944 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2
I0905 08:02:02.907392 22383375754944 dataset_builder.py:528] Reusing dataset cifar100 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2)
I0905 08:02:02.939583 22383375754944 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: [30, 25, 1, 9, 8, 0, 46, 52, 49, 71]
--- Data preprocessing time : 0:00:07.713362 ---
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 08:02:11.863271: 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 08:02:19.728702: 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: 8.8582 - accuracy: 0.2631 - 11s/epoch - 68ms/step
Test results :
	Loss (on known):8.758487701416016
	accuracy: 0.27900001406669617 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.500 58.477 56.850 56.023 58.437
	Acc: 0.279 OSCR : 16.764 AUROC_max_val (%): 58.477 AUROC_real (%): 55.837

Epoch  2/600
157/157 - 4s - loss: 5.5420 - accuracy: 0.4284 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):5.673338890075684
	accuracy: 0.5339999794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     3.600 49.718 51.200 48.639 49.490
	Acc: 0.534 OSCR : 28.869 AUROC_max_val (%): 49.718 AUROC_real (%): 48.915

Epoch  3/600
157/157 - 4s - loss: 4.5489 - accuracy: 0.5324 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):4.737400054931641
	accuracy: 0.6150000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.300 54.814 54.850 51.575 56.187
	Acc: 0.615 OSCR : 31.993 AUROC_max_val (%): 54.814 AUROC_real (%): 47.793

Epoch  4/600
157/157 - 4s - loss: 3.9573 - accuracy: 0.5970 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):5.63914155960083
	accuracy: 0.6209999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.600 61.858 59.150 61.670 62.173
	Acc: 0.621 OSCR : 28.880 AUROC_max_val (%): 61.858 AUROC_real (%): 44.649

Epoch  5/600
157/157 - 4s - loss: 3.6727 - accuracy: 0.6236 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):5.95504903793335
	accuracy: 0.6159999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.400 65.799 62.450 64.835 63.384
	Acc: 0.616 OSCR : 28.390 AUROC_max_val (%): 65.799 AUROC_real (%): 43.820

Epoch  6/600
157/157 - 4s - loss: 3.3485 - accuracy: 0.6591 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):5.546814918518066
	accuracy: 0.652999997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.400 73.555 67.500 74.146 70.870
	Acc: 0.653 OSCR : 34.971 AUROC_max_val (%): 73.555 AUROC_real (%): 50.805

Epoch  7/600
157/157 - 4s - loss: 3.1036 - accuracy: 0.6820 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):3.5515825748443604
	accuracy: 0.7229999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.900 69.682 63.950 72.426 66.707
	Acc: 0.723 OSCR : 42.383 AUROC_max_val (%): 69.682 AUROC_real (%): 53.826

Epoch  8/600
157/157 - 4s - loss: 2.9845 - accuracy: 0.6962 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):2.3018975257873535
	accuracy: 0.8050000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.300 74.878 69.000 76.688 71.949
	Acc: 0.805 OSCR : 56.109 AUROC_max_val (%): 74.878 AUROC_real (%): 65.143

Epoch  9/600
157/157 - 4s - loss: 2.7310 - accuracy: 0.7204 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):4.043794631958008
	accuracy: 0.7429999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.800 76.178 70.200 78.965 71.728
	Acc: 0.743 OSCR : 43.191 AUROC_max_val (%): 76.178 AUROC_real (%): 54.774

Epoch 10/600
157/157 - 4s - loss: 2.6439 - accuracy: 0.7306 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):2.802140712738037
	accuracy: 0.7699999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.200 75.597 70.150 76.697 72.677
	Acc: 0.770 OSCR : 51.460 AUROC_max_val (%): 75.597 AUROC_real (%): 62.138

Epoch 11/600
157/157 - 4s - loss: 2.5408 - accuracy: 0.7369 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):2.0119476318359375
	accuracy: 0.8230000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.400 75.343 69.400 77.058 72.090
	Acc: 0.823 OSCR : 57.586 AUROC_max_val (%): 75.343 AUROC_real (%): 65.110

Epoch 12/600
157/157 - 4s - loss: 2.4595 - accuracy: 0.7467 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.7162904739379883
	accuracy: 0.8370000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.500 78.738 72.550 81.254 74.853
	Acc: 0.837 OSCR : 65.239 AUROC_max_val (%): 78.738 AUROC_real (%): 72.606

Epoch 13/600
157/157 - 4s - loss: 2.3119 - accuracy: 0.7631 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.850715160369873
	accuracy: 0.8429999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.600 79.620 73.050 82.407 75.294
	Acc: 0.843 OSCR : 60.952 AUROC_max_val (%): 79.620 AUROC_real (%): 68.081

Epoch 14/600
157/157 - 4s - loss: 2.2430 - accuracy: 0.7706 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):2.84195613861084
	accuracy: 0.8199999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.100 78.306 71.500 80.211 76.221
	Acc: 0.820 OSCR : 48.490 AUROC_max_val (%): 78.306 AUROC_real (%): 56.696

Epoch 15/600
157/157 - 4s - loss: 2.2323 - accuracy: 0.7717 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.7193543910980225
	accuracy: 0.8659999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 79.984 72.800 81.689 77.042
	Acc: 0.866 OSCR : 61.040 AUROC_max_val (%): 79.984 AUROC_real (%): 66.986

Epoch 16/600
157/157 - 4s - loss: 2.1498 - accuracy: 0.7787 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.4108285903930664
	accuracy: 0.8790000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.200 81.843 74.450 83.911 78.548
	Acc: 0.879 OSCR : 66.956 AUROC_max_val (%): 81.843 AUROC_real (%): 72.830

Epoch 17/600
157/157 - 4s - loss: 2.0864 - accuracy: 0.7842 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.5263699293136597
	accuracy: 0.871999979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 81.241 74.250 82.872 78.477
	Acc: 0.872 OSCR : 65.078 AUROC_max_val (%): 81.241 AUROC_real (%): 71.134

Epoch 18/600
157/157 - 4s - loss: 2.0705 - accuracy: 0.7860 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.900060772895813
	accuracy: 0.8610000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 80.370 73.450 82.345 77.651
	Acc: 0.861 OSCR : 58.105 AUROC_max_val (%): 80.370 AUROC_real (%): 64.394

Epoch 19/600
157/157 - 4s - loss: 2.0148 - accuracy: 0.7927 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.4626543521881104
	accuracy: 0.8619999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 79.889 71.950 81.633 77.993
	Acc: 0.862 OSCR : 64.621 AUROC_max_val (%): 79.889 AUROC_real (%): 70.863

Epoch 20/600
157/157 - 4s - loss: 1.9694 - accuracy: 0.7975 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.6463072299957275
	accuracy: 0.8619999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.900 81.669 75.350 84.214 78.257
	Acc: 0.862 OSCR : 62.728 AUROC_max_val (%): 81.669 AUROC_real (%): 68.760

Epoch 21/600
157/157 - 4s - loss: 1.9276 - accuracy: 0.7988 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):2.020829200744629
	accuracy: 0.8389999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.000 74.869 69.600 77.189 71.801
	Acc: 0.839 OSCR : 60.235 AUROC_max_val (%): 74.869 AUROC_real (%): 67.858

Epoch 22/600
157/157 - 4s - loss: 1.9203 - accuracy: 0.8026 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.464677095413208
	accuracy: 0.8629999756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.600 75.639 70.300 78.390 71.079
	Acc: 0.863 OSCR : 60.909 AUROC_max_val (%): 75.639 AUROC_real (%): 66.134

Epoch 23/600
157/157 - 4s - loss: 1.9283 - accuracy: 0.8014 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):2.4169390201568604
	accuracy: 0.8240000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.100 76.972 70.000 79.770 73.356
	Acc: 0.824 OSCR : 51.940 AUROC_max_val (%): 76.972 AUROC_real (%): 59.917

Epoch 24/600
157/157 - 4s - loss: 1.8550 - accuracy: 0.8076 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):2.086139440536499
	accuracy: 0.8410000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.500 77.636 70.600 80.487 74.530
	Acc: 0.841 OSCR : 59.288 AUROC_max_val (%): 77.636 AUROC_real (%): 67.457

Epoch 25/600
157/157 - 4s - loss: 1.8410 - accuracy: 0.8092 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.4383236169815063
	accuracy: 0.8730000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 81.902 74.350 84.097 79.156
	Acc: 0.873 OSCR : 66.751 AUROC_max_val (%): 81.902 AUROC_real (%): 72.732

Epoch 26/600
157/157 - 4s - loss: 1.8215 - accuracy: 0.8132 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.4202914237976074
	accuracy: 0.8820000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.000 83.016 75.350 84.919 79.771
	Acc: 0.882 OSCR : 64.954 AUROC_max_val (%): 83.016 AUROC_real (%): 70.330

Epoch 27/600
157/157 - 4s - loss: 1.7922 - accuracy: 0.8145 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.2889189720153809
	accuracy: 0.8980000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 85.742 78.150 87.244 84.298
	Acc: 0.898 OSCR : 68.619 AUROC_max_val (%): 85.742 AUROC_real (%): 73.952

Epoch 28/600
157/157 - 4s - loss: 1.7527 - accuracy: 0.8192 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.1598103046417236
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 81.436 74.100 82.737 78.874
	Acc: 0.892 OSCR : 70.207 AUROC_max_val (%): 81.436 AUROC_real (%): 75.604

Epoch 29/600
157/157 - 4s - loss: 1.7350 - accuracy: 0.8201 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.7474676370620728
	accuracy: 0.8629999756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.800 75.517 69.650 77.188 72.295
	Acc: 0.863 OSCR : 58.947 AUROC_max_val (%): 75.517 AUROC_real (%): 64.331

Epoch 30/600
157/157 - 4s - loss: 1.7318 - accuracy: 0.8216 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.9719642400741577
	accuracy: 0.8529999852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 78.638 71.800 80.387 76.389
	Acc: 0.853 OSCR : 57.928 AUROC_max_val (%): 78.638 AUROC_real (%): 64.618

Epoch 31/600
157/157 - 4s - loss: 1.7068 - accuracy: 0.8240 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.1455351114273071
	accuracy: 0.9100000262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.000 78.944 72.700 80.414 75.614
	Acc: 0.910 OSCR : 67.578 AUROC_max_val (%): 78.944 AUROC_real (%): 71.543

Epoch 32/600
157/157 - 4s - loss: 1.6852 - accuracy: 0.8237 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.667468547821045
	accuracy: 0.871999979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.600 82.121 75.300 84.439 77.994
	Acc: 0.872 OSCR : 62.461 AUROC_max_val (%): 82.121 AUROC_real (%): 68.095

Epoch 33/600
157/157 - 4s - loss: 1.6887 - accuracy: 0.8250 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.1041507720947266
	accuracy: 0.8939999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.800 79.404 72.950 81.290 76.332
	Acc: 0.894 OSCR : 69.170 AUROC_max_val (%): 79.404 AUROC_real (%): 73.384

Epoch 34/600
157/157 - 4s - loss: 1.6433 - accuracy: 0.8295 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.3224695920944214
	accuracy: 0.8790000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.100 79.379 73.600 81.886 75.802
	Acc: 0.879 OSCR : 65.191 AUROC_max_val (%): 79.379 AUROC_real (%): 70.020

Epoch 35/600
157/157 - 4s - loss: 1.6514 - accuracy: 0.8304 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.2433825731277466
	accuracy: 0.8870000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.900 83.539 76.400 85.631 80.426
	Acc: 0.887 OSCR : 67.471 AUROC_max_val (%): 83.539 AUROC_real (%): 72.591

Epoch 36/600
157/157 - 4s - loss: 1.6223 - accuracy: 0.8310 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.2294790744781494
	accuracy: 0.8880000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 81.140 74.650 82.679 78.115
	Acc: 0.888 OSCR : 67.258 AUROC_max_val (%): 81.140 AUROC_real (%): 72.044

Epoch 37/600
157/157 - 4s - loss: 1.5627 - accuracy: 0.8368 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.3345937728881836
	accuracy: 0.8840000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.500 80.450 74.200 82.782 76.461
	Acc: 0.884 OSCR : 62.567 AUROC_max_val (%): 80.450 AUROC_real (%): 67.274

Epoch 38/600
157/157 - 4s - loss: 1.5700 - accuracy: 0.8332 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.2891161441802979
	accuracy: 0.8880000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.100 79.635 73.250 80.989 76.857
	Acc: 0.888 OSCR : 64.722 AUROC_max_val (%): 79.635 AUROC_real (%): 69.515

Epoch 39/600
157/157 - 4s - loss: 1.5882 - accuracy: 0.8324 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.140724539756775
	accuracy: 0.8999999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 81.950 75.750 84.047 78.103
	Acc: 0.900 OSCR : 68.607 AUROC_max_val (%): 81.950 AUROC_real (%): 73.098

Epoch 40/600
157/157 - 4s - loss: 1.5410 - accuracy: 0.8391 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0381156206130981
	accuracy: 0.9049999713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.900 80.138 73.250 82.004 77.802
	Acc: 0.905 OSCR : 71.164 AUROC_max_val (%): 80.138 AUROC_real (%): 75.504

Epoch 41/600
157/157 - 4s - loss: 1.5421 - accuracy: 0.8385 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.1304893493652344
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 85.377 77.600 87.454 82.324
	Acc: 0.918 OSCR : 67.687 AUROC_max_val (%): 85.377 AUROC_real (%): 71.682

Epoch 42/600
157/157 - 4s - loss: 1.5254 - accuracy: 0.8423 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.3639243841171265
	accuracy: 0.8889999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 83.662 76.000 85.701 81.330
	Acc: 0.889 OSCR : 65.857 AUROC_max_val (%): 83.662 AUROC_real (%): 70.943

Epoch 43/600
157/157 - 4s - loss: 1.5146 - accuracy: 0.8417 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0140479803085327
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 82.953 75.150 85.205 79.775
	Acc: 0.917 OSCR : 67.518 AUROC_max_val (%): 82.953 AUROC_real (%): 71.062

Epoch 44/600
157/157 - 4s - loss: 1.4618 - accuracy: 0.8464 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.1597657203674316
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 83.176 76.500 85.892 78.847
	Acc: 0.906 OSCR : 71.303 AUROC_max_val (%): 83.176 AUROC_real (%): 75.616

Epoch 45/600
157/157 - 4s - loss: 1.4925 - accuracy: 0.8443 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0030512809753418
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 81.025 74.200 82.517 77.601
	Acc: 0.912 OSCR : 70.420 AUROC_max_val (%): 81.025 AUROC_real (%): 74.452

Epoch 46/600
157/157 - 4s - loss: 1.4727 - accuracy: 0.8439 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.1375995874404907
	accuracy: 0.8960000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 82.333 75.350 84.456 78.314
	Acc: 0.896 OSCR : 68.611 AUROC_max_val (%): 82.333 AUROC_real (%): 73.186

Epoch 47/600
157/157 - 4s - loss: 1.4822 - accuracy: 0.8471 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.1977570056915283
	accuracy: 0.8769999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.800 82.774 77.300 85.324 77.996
	Acc: 0.877 OSCR : 69.991 AUROC_max_val (%): 82.774 AUROC_real (%): 74.727

Epoch 48/600
157/157 - 4s - loss: 1.4436 - accuracy: 0.8506 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.019057273864746
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 87.061 79.050 89.169 83.575
	Acc: 0.908 OSCR : 71.065 AUROC_max_val (%): 87.061 AUROC_real (%): 75.070

Epoch 49/600
157/157 - 4s - loss: 1.4557 - accuracy: 0.8510 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.2266285419464111
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.600 84.862 77.200 87.147 82.005
	Acc: 0.908 OSCR : 65.713 AUROC_max_val (%): 84.862 AUROC_real (%): 70.077

Epoch 50/600
157/157 - 4s - loss: 1.4496 - accuracy: 0.8492 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0169939994812012
	accuracy: 0.8949999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 84.647 77.100 86.314 81.041
	Acc: 0.895 OSCR : 69.686 AUROC_max_val (%): 84.647 AUROC_real (%): 74.077

Epoch 51/600
157/157 - 4s - loss: 1.4227 - accuracy: 0.8507 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0466054677963257
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.700 81.958 75.450 83.750 78.418
	Acc: 0.907 OSCR : 70.541 AUROC_max_val (%): 81.958 AUROC_real (%): 74.754

Epoch 52/600
157/157 - 4s - loss: 1.4209 - accuracy: 0.8526 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8917641639709473
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 83.059 76.300 85.291 79.561
	Acc: 0.917 OSCR : 71.089 AUROC_max_val (%): 83.059 AUROC_real (%): 74.519

Epoch 53/600
157/157 - 4s - loss: 1.3951 - accuracy: 0.8551 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9468681812286377
	accuracy: 0.9089999794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 83.080 76.050 85.186 79.954
	Acc: 0.909 OSCR : 71.020 AUROC_max_val (%): 83.080 AUROC_real (%): 74.774

Epoch 54/600
157/157 - 4s - loss: 1.3608 - accuracy: 0.8567 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9611376523971558
	accuracy: 0.9089999794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.600 84.202 76.700 85.965 81.279
	Acc: 0.909 OSCR : 70.343 AUROC_max_val (%): 84.202 AUROC_real (%): 74.414

Epoch 55/600
157/157 - 4s - loss: 1.3911 - accuracy: 0.8541 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9517679810523987
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 83.438 77.050 85.035 80.688
	Acc: 0.917 OSCR : 72.027 AUROC_max_val (%): 83.438 AUROC_real (%): 75.842

Epoch 56/600
157/157 - 4s - loss: 1.3777 - accuracy: 0.8550 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9978956580162048
	accuracy: 0.9129999876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 82.204 75.250 84.224 79.614
	Acc: 0.913 OSCR : 67.968 AUROC_max_val (%): 82.204 AUROC_real (%): 71.552

Epoch 57/600
157/157 - 4s - loss: 1.3348 - accuracy: 0.8606 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.103904128074646
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.000 79.608 72.500 79.611 76.979
	Acc: 0.908 OSCR : 63.675 AUROC_max_val (%): 79.608 AUROC_real (%): 67.457

Epoch 58/600
157/157 - 4s - loss: 1.3385 - accuracy: 0.8584 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8495871424674988
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 82.300 75.350 83.488 78.904
	Acc: 0.923 OSCR : 73.464 AUROC_max_val (%): 82.300 AUROC_real (%): 76.869

Epoch 59/600
157/157 - 4s - loss: 1.3231 - accuracy: 0.8609 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.146466851234436
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.000 76.710 71.150 79.061 72.386
	Acc: 0.892 OSCR : 62.121 AUROC_max_val (%): 76.710 AUROC_real (%): 65.987

Epoch 60/600
157/157 - 4s - loss: 1.3136 - accuracy: 0.8620 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.191778302192688
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.600 75.016 69.950 76.039 70.820
	Acc: 0.892 OSCR : 64.550 AUROC_max_val (%): 75.016 AUROC_real (%): 68.850

Epoch 61/600
157/157 - 4s - loss: 1.3020 - accuracy: 0.8650 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8467382788658142
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 84.240 77.300 85.871 80.840
	Acc: 0.922 OSCR : 71.552 AUROC_max_val (%): 84.240 AUROC_real (%): 74.916

Epoch 62/600
157/157 - 4s - loss: 1.2971 - accuracy: 0.8627 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.968006432056427
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 86.172 79.350 88.128 82.858
	Acc: 0.921 OSCR : 68.727 AUROC_max_val (%): 86.172 AUROC_real (%): 72.170

Epoch 63/600
157/157 - 4s - loss: 1.2807 - accuracy: 0.8649 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9698029160499573
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.200 82.102 75.250 83.118 79.426
	Acc: 0.915 OSCR : 69.770 AUROC_max_val (%): 82.102 AUROC_real (%): 73.509

Epoch 64/600
157/157 - 4s - loss: 1.3061 - accuracy: 0.8623 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8177357912063599
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 85.862 79.450 87.671 83.247
	Acc: 0.922 OSCR : 74.580 AUROC_max_val (%): 85.862 AUROC_real (%): 77.885

Epoch 65/600
157/157 - 4s - loss: 1.2509 - accuracy: 0.8687 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.038965106010437
	accuracy: 0.9100000262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 81.989 75.400 84.926 78.537
	Acc: 0.910 OSCR : 73.021 AUROC_max_val (%): 81.989 AUROC_real (%): 77.400

Epoch 66/600
157/157 - 4s - loss: 1.2609 - accuracy: 0.8677 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.2705646753311157
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 83.267 76.350 84.756 79.898
	Acc: 0.915 OSCR : 60.174 AUROC_max_val (%): 83.267 AUROC_real (%): 63.609

Epoch 67/600
157/157 - 4s - loss: 1.2731 - accuracy: 0.8669 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9306818246841431
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 85.111 78.300 87.304 82.041
	Acc: 0.924 OSCR : 69.523 AUROC_max_val (%): 85.111 AUROC_real (%): 72.939

Epoch 68/600
157/157 - 4s - loss: 1.2441 - accuracy: 0.8690 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.989761471748352
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 80.483 74.350 81.434 77.674
	Acc: 0.917 OSCR : 65.692 AUROC_max_val (%): 80.483 AUROC_real (%): 69.138

Epoch 69/600
157/157 - 4s - loss: 1.2374 - accuracy: 0.8709 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.981326162815094
	accuracy: 0.9089999794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 82.649 75.850 84.832 79.684
	Acc: 0.909 OSCR : 63.459 AUROC_max_val (%): 82.649 AUROC_real (%): 66.875

Epoch 70/600
157/157 - 4s - loss: 1.2147 - accuracy: 0.8712 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7566908001899719
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 83.892 78.000 84.749 81.661
	Acc: 0.930 OSCR : 74.939 AUROC_max_val (%): 83.892 AUROC_real (%): 77.991

Epoch 71/600
157/157 - 4s - loss: 1.2274 - accuracy: 0.8713 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9124475121498108
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.700 82.874 75.950 84.533 80.655
	Acc: 0.917 OSCR : 70.935 AUROC_max_val (%): 82.874 AUROC_real (%): 74.500

Epoch 72/600
157/157 - 4s - loss: 1.2243 - accuracy: 0.8722 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.1387007236480713
	accuracy: 0.8949999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.100 78.129 72.250 80.856 73.244
	Acc: 0.895 OSCR : 62.290 AUROC_max_val (%): 78.129 AUROC_real (%): 66.359

Epoch 73/600
157/157 - 4s - loss: 1.2177 - accuracy: 0.8706 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.888924241065979
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 84.111 76.850 85.397 81.249
	Acc: 0.931 OSCR : 65.910 AUROC_max_val (%): 84.111 AUROC_real (%): 69.082

Epoch 74/600
157/157 - 4s - loss: 1.1883 - accuracy: 0.8755 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7465782761573792
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 85.032 77.550 86.099 82.222
	Acc: 0.920 OSCR : 76.028 AUROC_max_val (%): 85.032 AUROC_real (%): 79.317

Epoch 75/600
157/157 - 4s - loss: 1.1827 - accuracy: 0.8745 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8071445822715759
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 85.513 78.450 87.494 82.253
	Acc: 0.928 OSCR : 71.462 AUROC_max_val (%): 85.513 AUROC_real (%): 74.357

Epoch 76/600
157/157 - 4s - loss: 1.1961 - accuracy: 0.8749 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.785758912563324
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 84.512 77.750 86.307 81.469
	Acc: 0.933 OSCR : 69.433 AUROC_max_val (%): 84.512 AUROC_real (%): 72.271

Epoch 77/600
157/157 - 4s - loss: 1.1722 - accuracy: 0.8755 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8669981956481934
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.600 80.321 73.800 81.987 77.369
	Acc: 0.918 OSCR : 72.211 AUROC_max_val (%): 80.321 AUROC_real (%): 75.812

Epoch 78/600
157/157 - 4s - loss: 1.2017 - accuracy: 0.8751 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7731634378433228
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 84.008 76.850 85.891 81.196
	Acc: 0.923 OSCR : 72.216 AUROC_max_val (%): 84.008 AUROC_real (%): 75.504

Epoch 79/600
157/157 - 4s - loss: 1.1419 - accuracy: 0.8803 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8668696284294128
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 83.177 76.200 84.700 81.014
	Acc: 0.930 OSCR : 68.860 AUROC_max_val (%): 83.177 AUROC_real (%): 71.973

Epoch 80/600
157/157 - 4s - loss: 1.1638 - accuracy: 0.8772 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8244472742080688
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 81.375 74.650 83.036 78.468
	Acc: 0.918 OSCR : 68.555 AUROC_max_val (%): 81.375 AUROC_real (%): 71.658

Epoch 81/600
157/157 - 4s - loss: 1.1507 - accuracy: 0.8813 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.113565444946289
	accuracy: 0.9089999794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.300 80.758 75.300 83.043 75.555
	Acc: 0.909 OSCR : 65.820 AUROC_max_val (%): 80.758 AUROC_real (%): 69.697

Epoch 82/600
157/157 - 4s - loss: 1.1424 - accuracy: 0.8780 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.676288902759552
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.300 83.382 76.450 84.180 80.994
	Acc: 0.932 OSCR : 75.497 AUROC_max_val (%): 83.382 AUROC_real (%): 78.399

Epoch 83/600
157/157 - 4s - loss: 1.1234 - accuracy: 0.8832 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7833135724067688
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 83.616 77.050 86.058 79.925
	Acc: 0.928 OSCR : 72.359 AUROC_max_val (%): 83.616 AUROC_real (%): 75.375

Epoch 84/600
157/157 - 4s - loss: 1.1038 - accuracy: 0.8849 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8639023303985596
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 81.741 74.200 83.534 78.630
	Acc: 0.917 OSCR : 66.577 AUROC_max_val (%): 81.741 AUROC_real (%): 69.578

Epoch 85/600
157/157 - 4s - loss: 1.1250 - accuracy: 0.8827 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8091499209403992
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 86.396 80.200 87.420 83.902
	Acc: 0.942 OSCR : 70.366 AUROC_max_val (%): 86.396 AUROC_real (%): 73.096

Epoch 86/600
157/157 - 4s - loss: 1.0932 - accuracy: 0.8827 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6397990584373474
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.361 78.500 86.735 82.302
	Acc: 0.932 OSCR : 73.330 AUROC_max_val (%): 85.361 AUROC_real (%): 75.740

Epoch 87/600
157/157 - 4s - loss: 1.0835 - accuracy: 0.8847 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0041210651397705
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.500 80.918 74.150 83.014 77.608
	Acc: 0.929 OSCR : 60.883 AUROC_max_val (%): 80.918 AUROC_real (%): 63.937

Epoch 88/600
157/157 - 4s - loss: 1.0977 - accuracy: 0.8827 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7786000967025757
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 81.346 74.700 82.772 78.841
	Acc: 0.927 OSCR : 70.982 AUROC_max_val (%): 81.346 AUROC_real (%): 73.913

Epoch 89/600
157/157 - 4s - loss: 1.0984 - accuracy: 0.8859 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0375083684921265
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 80.388 73.700 81.229 77.899
	Acc: 0.920 OSCR : 64.343 AUROC_max_val (%): 80.388 AUROC_real (%): 67.325

Epoch 90/600
157/157 - 4s - loss: 1.1143 - accuracy: 0.8832 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7081016302108765
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 86.391 79.500 88.163 83.399
	Acc: 0.932 OSCR : 76.086 AUROC_max_val (%): 86.391 AUROC_real (%): 79.034

Epoch 91/600
157/157 - 4s - loss: 1.0639 - accuracy: 0.8867 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8285244703292847
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 86.583 79.600 88.310 83.899
	Acc: 0.932 OSCR : 73.067 AUROC_max_val (%): 86.583 AUROC_real (%): 76.110

Epoch 92/600
157/157 - 4s - loss: 1.0832 - accuracy: 0.8863 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8464834690093994
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.300 79.667 73.600 81.449 75.740
	Acc: 0.919 OSCR : 72.967 AUROC_max_val (%): 79.667 AUROC_real (%): 76.239

Epoch 93/600
157/157 - 4s - loss: 1.0415 - accuracy: 0.8895 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9166954755783081
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 84.767 78.200 86.857 81.492
	Acc: 0.927 OSCR : 67.176 AUROC_max_val (%): 84.767 AUROC_real (%): 70.299

Epoch 94/600
157/157 - 4s - loss: 1.0445 - accuracy: 0.8898 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6353907585144043
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 86.025 79.350 87.437 83.050
	Acc: 0.934 OSCR : 78.134 AUROC_max_val (%): 86.025 AUROC_real (%): 80.852

Epoch 95/600
157/157 - 4s - loss: 1.0509 - accuracy: 0.8887 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8034456372261047
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.400 81.913 75.100 83.091 79.355
	Acc: 0.932 OSCR : 68.002 AUROC_max_val (%): 81.913 AUROC_real (%): 70.802

Epoch 96/600
157/157 - 4s - loss: 1.0092 - accuracy: 0.8915 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8534245491027832
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 83.352 77.750 84.670 80.313
	Acc: 0.925 OSCR : 69.798 AUROC_max_val (%): 83.352 AUROC_real (%): 72.755

Epoch 97/600
157/157 - 4s - loss: 1.0349 - accuracy: 0.8917 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6990134119987488
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 85.789 79.350 87.873 82.984
	Acc: 0.939 OSCR : 72.572 AUROC_max_val (%): 85.789 AUROC_real (%): 75.088

Epoch 98/600
157/157 - 4s - loss: 1.0262 - accuracy: 0.8917 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8152884244918823
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 82.311 76.700 85.246 77.622
	Acc: 0.923 OSCR : 72.462 AUROC_max_val (%): 82.311 AUROC_real (%): 75.251

Epoch 99/600
157/157 - 4s - loss: 1.0071 - accuracy: 0.8936 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7223830819129944
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 85.800 79.100 87.310 83.417
	Acc: 0.928 OSCR : 75.592 AUROC_max_val (%): 85.800 AUROC_real (%): 78.728

Epoch 100/600
157/157 - 4s - loss: 1.0338 - accuracy: 0.8903 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6906983852386475
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 83.968 77.650 84.842 81.257
	Acc: 0.940 OSCR : 73.780 AUROC_max_val (%): 83.968 AUROC_real (%): 76.582

Epoch 101/600
157/157 - 4s - loss: 1.0043 - accuracy: 0.8932 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7037394046783447
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 83.601 77.100 84.374 80.207
	Acc: 0.933 OSCR : 73.454 AUROC_max_val (%): 83.601 AUROC_real (%): 76.264

Epoch 102/600
157/157 - 4s - loss: 0.9985 - accuracy: 0.8941 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7375184297561646
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 84.291 77.500 86.058 81.510
	Acc: 0.934 OSCR : 71.311 AUROC_max_val (%): 84.291 AUROC_real (%): 74.072

Epoch 103/600
157/157 - 4s - loss: 1.0051 - accuracy: 0.8929 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6781917810440063
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 83.106 76.100 84.115 80.378
	Acc: 0.935 OSCR : 73.866 AUROC_max_val (%): 83.106 AUROC_real (%): 76.506

Epoch 104/600
157/157 - 4s - loss: 0.9908 - accuracy: 0.8954 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7643793225288391
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 84.620 77.100 85.948 82.015
	Acc: 0.929 OSCR : 69.752 AUROC_max_val (%): 84.620 AUROC_real (%): 72.552

Epoch 105/600
157/157 - 4s - loss: 1.0078 - accuracy: 0.8936 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7125815749168396
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 85.268 79.700 86.871 82.011
	Acc: 0.930 OSCR : 73.684 AUROC_max_val (%): 85.268 AUROC_real (%): 76.648

Epoch 106/600
157/157 - 4s - loss: 0.9675 - accuracy: 0.8967 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8175270557403564
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 82.836 76.650 83.026 80.499
	Acc: 0.928 OSCR : 70.885 AUROC_max_val (%): 82.836 AUROC_real (%): 74.204

Epoch 107/600
157/157 - 4s - loss: 0.9719 - accuracy: 0.8961 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.784039318561554
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 83.950 76.550 84.404 81.779
	Acc: 0.930 OSCR : 71.797 AUROC_max_val (%): 83.950 AUROC_real (%): 74.843

Epoch 108/600
157/157 - 4s - loss: 0.9742 - accuracy: 0.8963 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7010117173194885
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 84.764 78.050 85.482 82.203
	Acc: 0.937 OSCR : 72.767 AUROC_max_val (%): 84.764 AUROC_real (%): 75.413

Epoch 109/600
157/157 - 4s - loss: 0.9433 - accuracy: 0.9010 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7487769722938538
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 84.931 78.900 86.740 81.190
	Acc: 0.924 OSCR : 73.259 AUROC_max_val (%): 84.931 AUROC_real (%): 76.019

Epoch 110/600
157/157 - 4s - loss: 0.9766 - accuracy: 0.8972 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7965309619903564
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 84.138 77.500 84.198 82.377
	Acc: 0.939 OSCR : 67.229 AUROC_max_val (%): 84.138 AUROC_real (%): 69.718

Epoch 111/600
157/157 - 4s - loss: 0.9472 - accuracy: 0.9000 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7757536768913269
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 84.739 77.100 86.003 82.609
	Acc: 0.932 OSCR : 70.771 AUROC_max_val (%): 84.739 AUROC_real (%): 73.770

Epoch 112/600
157/157 - 4s - loss: 0.9613 - accuracy: 0.8965 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7344107627868652
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.600 84.252 78.100 85.893 81.258
	Acc: 0.936 OSCR : 70.982 AUROC_max_val (%): 84.252 AUROC_real (%): 73.852

Epoch 113/600
157/157 - 4s - loss: 0.9149 - accuracy: 0.9027 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6869722008705139
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 85.136 78.550 85.885 82.703
	Acc: 0.932 OSCR : 71.183 AUROC_max_val (%): 85.136 AUROC_real (%): 73.662

Epoch 114/600
157/157 - 4s - loss: 0.9202 - accuracy: 0.9038 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6826077103614807
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 86.209 79.600 88.098 83.271
	Acc: 0.934 OSCR : 72.566 AUROC_max_val (%): 86.209 AUROC_real (%): 75.256

Epoch 115/600
157/157 - 4s - loss: 0.9480 - accuracy: 0.9011 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8014834523200989
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 83.360 76.450 85.246 79.767
	Acc: 0.927 OSCR : 70.956 AUROC_max_val (%): 83.360 AUROC_real (%): 73.781

Epoch 116/600
157/157 - 4s - loss: 0.9368 - accuracy: 0.9018 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7592166662216187
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.100 82.962 76.500 84.201 79.964
	Acc: 0.934 OSCR : 71.215 AUROC_max_val (%): 82.962 AUROC_real (%): 74.128

Epoch 117/600
157/157 - 4s - loss: 0.9178 - accuracy: 0.9027 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8254224061965942
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.800 77.477 72.000 77.608 74.081
	Acc: 0.924 OSCR : 68.621 AUROC_max_val (%): 77.477 AUROC_real (%): 71.268

Epoch 118/600
157/157 - 4s - loss: 0.9098 - accuracy: 0.9022 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6896008849143982
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 83.432 76.650 84.606 81.255
	Acc: 0.939 OSCR : 70.073 AUROC_max_val (%): 83.432 AUROC_real (%): 72.460

Epoch 119/600
157/157 - 4s - loss: 0.9165 - accuracy: 0.9043 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6682081818580627
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.300 83.384 77.050 84.217 80.962
	Acc: 0.932 OSCR : 75.856 AUROC_max_val (%): 83.384 AUROC_real (%): 78.522

Epoch 120/600
157/157 - 4s - loss: 0.9138 - accuracy: 0.9027 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7132566571235657
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.900 81.604 75.500 82.430 78.965
	Acc: 0.934 OSCR : 66.776 AUROC_max_val (%): 81.604 AUROC_real (%): 69.057

Epoch 121/600
157/157 - 4s - loss: 0.9214 - accuracy: 0.9032 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6961215138435364
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 83.183 76.500 83.593 80.354
	Acc: 0.937 OSCR : 71.144 AUROC_max_val (%): 83.183 AUROC_real (%): 73.614

Epoch 122/600
157/157 - 4s - loss: 0.8928 - accuracy: 0.9037 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6793643236160278
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 84.529 77.250 85.921 82.060
	Acc: 0.935 OSCR : 72.161 AUROC_max_val (%): 84.529 AUROC_real (%): 74.742

Epoch 123/600
157/157 - 4s - loss: 0.9095 - accuracy: 0.9022 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5861159563064575
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 85.497 79.550 86.153 83.137
	Acc: 0.938 OSCR : 76.800 AUROC_max_val (%): 85.497 AUROC_real (%): 79.130

Epoch 124/600
157/157 - 4s - loss: 0.8839 - accuracy: 0.9074 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.563130259513855
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 87.013 80.750 88.464 84.595
	Acc: 0.946 OSCR : 75.554 AUROC_max_val (%): 87.013 AUROC_real (%): 77.608

Epoch 125/600
157/157 - 4s - loss: 0.8851 - accuracy: 0.9066 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6216460466384888
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 85.283 78.300 86.560 83.065
	Acc: 0.941 OSCR : 71.513 AUROC_max_val (%): 85.283 AUROC_real (%): 73.605

Epoch 126/600
157/157 - 4s - loss: 0.8849 - accuracy: 0.9058 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8039740324020386
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 78.940 71.350 78.362 77.760
	Acc: 0.936 OSCR : 66.778 AUROC_max_val (%): 78.940 AUROC_real (%): 69.390

Epoch 127/600
157/157 - 4s - loss: 0.8866 - accuracy: 0.9058 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6157492399215698
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 80.952 75.350 81.256 78.093
	Acc: 0.940 OSCR : 72.335 AUROC_max_val (%): 80.952 AUROC_real (%): 74.467

Epoch 128/600
157/157 - 4s - loss: 0.8711 - accuracy: 0.9072 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6354859471321106
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.400 83.285 77.250 84.736 80.373
	Acc: 0.939 OSCR : 69.397 AUROC_max_val (%): 83.285 AUROC_real (%): 71.391

Epoch 129/600
157/157 - 4s - loss: 0.8570 - accuracy: 0.9090 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5746894478797913
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 85.942 79.000 86.999 83.673
	Acc: 0.945 OSCR : 72.882 AUROC_max_val (%): 85.942 AUROC_real (%): 74.916

Epoch 130/600
157/157 - 4s - loss: 0.8468 - accuracy: 0.9101 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6091768145561218
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 85.447 78.400 86.374 83.296
	Acc: 0.938 OSCR : 74.594 AUROC_max_val (%): 85.447 AUROC_real (%): 76.904

Epoch 131/600
157/157 - 4s - loss: 0.8621 - accuracy: 0.9078 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6183410286903381
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.400 84.667 77.950 85.904 81.868
	Acc: 0.947 OSCR : 69.240 AUROC_max_val (%): 84.667 AUROC_real (%): 71.309

Epoch 132/600
157/157 - 4s - loss: 0.8678 - accuracy: 0.9089 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5720544457435608
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.000 85.886 78.950 87.164 83.706
	Acc: 0.949 OSCR : 74.071 AUROC_max_val (%): 85.886 AUROC_real (%): 76.231

Epoch 133/600
157/157 - 4s - loss: 0.8396 - accuracy: 0.9103 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6268760561943054
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 85.704 78.900 86.496 83.779
	Acc: 0.947 OSCR : 72.711 AUROC_max_val (%): 85.704 AUROC_real (%): 74.928

Epoch 134/600
157/157 - 4s - loss: 0.8512 - accuracy: 0.9104 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6290469765663147
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 82.814 76.100 83.578 80.795
	Acc: 0.942 OSCR : 74.030 AUROC_max_val (%): 82.814 AUROC_real (%): 76.363

Epoch 135/600
157/157 - 4s - loss: 0.8506 - accuracy: 0.9108 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.679111897945404
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 85.691 79.500 87.287 82.569
	Acc: 0.939 OSCR : 74.267 AUROC_max_val (%): 85.691 AUROC_real (%): 76.643

Epoch 136/600
157/157 - 4s - loss: 0.8390 - accuracy: 0.9110 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6187295317649841
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.500 85.246 78.200 86.305 82.668
	Acc: 0.940 OSCR : 73.037 AUROC_max_val (%): 85.246 AUROC_real (%): 75.281

Epoch 137/600
157/157 - 4s - loss: 0.8186 - accuracy: 0.9137 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6394690275192261
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 84.025 76.750 85.550 82.127
	Acc: 0.937 OSCR : 71.340 AUROC_max_val (%): 84.025 AUROC_real (%): 73.758

Epoch 138/600
157/157 - 4s - loss: 0.8124 - accuracy: 0.9140 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5939499139785767
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 83.852 77.000 84.717 81.341
	Acc: 0.945 OSCR : 73.938 AUROC_max_val (%): 83.852 AUROC_real (%): 76.058

Epoch 139/600
157/157 - 4s - loss: 0.8031 - accuracy: 0.9160 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.614011287689209
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.200 85.673 79.050 87.196 82.720
	Acc: 0.946 OSCR : 73.671 AUROC_max_val (%): 85.673 AUROC_real (%): 75.826

Epoch 140/600
157/157 - 4s - loss: 0.8162 - accuracy: 0.9150 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5964319109916687
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 85.681 80.150 86.196 83.813
	Acc: 0.944 OSCR : 72.146 AUROC_max_val (%): 85.681 AUROC_real (%): 74.081

Epoch 141/600
157/157 - 4s - loss: 0.8116 - accuracy: 0.9132 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5887272357940674
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 85.918 79.100 86.326 83.428
	Acc: 0.946 OSCR : 73.583 AUROC_max_val (%): 85.918 AUROC_real (%): 75.799

Epoch 142/600
157/157 - 4s - loss: 0.8108 - accuracy: 0.9125 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6853580474853516
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 85.290 78.900 85.948 83.387
	Acc: 0.939 OSCR : 72.356 AUROC_max_val (%): 85.290 AUROC_real (%): 74.907

Epoch 143/600
157/157 - 4s - loss: 0.8003 - accuracy: 0.9130 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5988318920135498
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 85.368 79.000 86.087 83.396
	Acc: 0.947 OSCR : 73.769 AUROC_max_val (%): 85.368 AUROC_real (%): 75.947

Epoch 144/600
157/157 - 4s - loss: 0.7798 - accuracy: 0.9179 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5505014657974243
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 86.244 80.000 87.056 83.947
	Acc: 0.953 OSCR : 74.923 AUROC_max_val (%): 86.244 AUROC_real (%): 76.948

Epoch 145/600
157/157 - 4s - loss: 0.7942 - accuracy: 0.9155 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5462431907653809
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 85.947 79.400 86.410 84.175
	Acc: 0.944 OSCR : 76.900 AUROC_max_val (%): 85.947 AUROC_real (%): 79.116

Epoch 146/600
157/157 - 4s - loss: 0.7871 - accuracy: 0.9151 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.502957820892334
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 87.136 80.150 87.728 85.724
	Acc: 0.951 OSCR : 75.959 AUROC_max_val (%): 87.136 AUROC_real (%): 78.025

Epoch 147/600
157/157 - 4s - loss: 0.7973 - accuracy: 0.9157 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5590578317642212
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 83.936 77.950 84.028 81.969
	Acc: 0.947 OSCR : 73.486 AUROC_max_val (%): 83.936 AUROC_real (%): 75.467

Epoch 148/600
157/157 - 4s - loss: 0.7909 - accuracy: 0.9153 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.540496826171875
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 84.943 77.900 85.431 83.234
	Acc: 0.947 OSCR : 73.885 AUROC_max_val (%): 84.943 AUROC_real (%): 75.890

Epoch 149/600
157/157 - 4s - loss: 0.7875 - accuracy: 0.9151 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.622220516204834
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 86.054 79.150 86.764 84.016
	Acc: 0.943 OSCR : 73.377 AUROC_max_val (%): 86.054 AUROC_real (%): 75.608

Epoch 150/600
157/157 - 4s - loss: 0.7667 - accuracy: 0.9190 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5921852588653564
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.000 83.618 77.850 84.020 81.524
	Acc: 0.948 OSCR : 73.202 AUROC_max_val (%): 83.618 AUROC_real (%): 75.218

Epoch 151/600
157/157 - 4s - loss: 0.7680 - accuracy: 0.9187 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5563667416572571
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 86.320 79.350 86.956 84.521
	Acc: 0.952 OSCR : 73.904 AUROC_max_val (%): 86.320 AUROC_real (%): 75.993

Epoch 152/600
157/157 - 4s - loss: 0.7779 - accuracy: 0.9175 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5123909115791321
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 85.572 79.300 86.581 83.407
	Acc: 0.952 OSCR : 76.721 AUROC_max_val (%): 85.572 AUROC_real (%): 78.683

Epoch 153/600
157/157 - 4s - loss: 0.7496 - accuracy: 0.9223 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5841196179389954
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.500 85.132 78.650 85.840 82.504
	Acc: 0.948 OSCR : 75.314 AUROC_max_val (%): 85.132 AUROC_real (%): 77.462

Epoch 154/600
157/157 - 4s - loss: 0.7645 - accuracy: 0.9190 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5375370383262634
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 85.306 78.950 85.725 83.223
	Acc: 0.948 OSCR : 76.322 AUROC_max_val (%): 85.306 AUROC_real (%): 78.467

Epoch 155/600
157/157 - 4s - loss: 0.7515 - accuracy: 0.9202 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5668022036552429
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 85.014 78.600 85.916 82.185
	Acc: 0.953 OSCR : 73.205 AUROC_max_val (%): 85.014 AUROC_real (%): 75.213

Epoch 156/600
157/157 - 4s - loss: 0.7442 - accuracy: 0.9212 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5281497836112976
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.600 84.901 78.450 85.501 82.986
	Acc: 0.949 OSCR : 72.774 AUROC_max_val (%): 84.901 AUROC_real (%): 74.651

Epoch 157/600
157/157 - 4s - loss: 0.7655 - accuracy: 0.9172 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.547699511051178
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 85.626 79.400 86.182 83.202
	Acc: 0.951 OSCR : 76.716 AUROC_max_val (%): 85.626 AUROC_real (%): 78.911

Epoch 158/600
157/157 - 4s - loss: 0.7477 - accuracy: 0.9205 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5615476369857788
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.538 79.000 86.175 83.828
	Acc: 0.948 OSCR : 74.841 AUROC_max_val (%): 85.538 AUROC_real (%): 77.044

Epoch 159/600
157/157 - 4s - loss: 0.7413 - accuracy: 0.9209 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5147727131843567
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 86.943 79.950 87.622 85.534
	Acc: 0.956 OSCR : 76.870 AUROC_max_val (%): 86.943 AUROC_real (%): 78.934

Epoch 160/600
157/157 - 4s - loss: 0.7541 - accuracy: 0.9194 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5305214524269104
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 84.936 78.700 85.397 82.935
	Acc: 0.953 OSCR : 74.703 AUROC_max_val (%): 84.936 AUROC_real (%): 76.738

Epoch 161/600
157/157 - 4s - loss: 0.7343 - accuracy: 0.9219 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5462667942047119
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 84.976 79.100 85.541 82.695
	Acc: 0.952 OSCR : 74.894 AUROC_max_val (%): 84.976 AUROC_real (%): 76.839

Epoch 162/600
157/157 - 4s - loss: 0.7559 - accuracy: 0.9189 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5542068481445312
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 84.597 79.100 84.782 82.502
	Acc: 0.950 OSCR : 75.267 AUROC_max_val (%): 84.597 AUROC_real (%): 77.312

Epoch 163/600
157/157 - 4s - loss: 0.7484 - accuracy: 0.9204 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5344694256782532
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 84.254 78.200 84.576 82.136
	Acc: 0.952 OSCR : 77.155 AUROC_max_val (%): 84.254 AUROC_real (%): 79.166

Epoch 164/600
157/157 - 4s - loss: 0.7263 - accuracy: 0.9227 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5413528084754944
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 84.571 78.150 85.325 82.455
	Acc: 0.951 OSCR : 73.849 AUROC_max_val (%): 84.571 AUROC_real (%): 75.691

Epoch 165/600
157/157 - 4s - loss: 0.7368 - accuracy: 0.9216 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5263419151306152
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 85.531 78.600 86.135 83.776
	Acc: 0.952 OSCR : 74.749 AUROC_max_val (%): 85.531 AUROC_real (%): 76.614

Epoch 166/600
157/157 - 4s - loss: 0.7071 - accuracy: 0.9244 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.533491313457489
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 86.276 79.550 87.232 84.039
	Acc: 0.949 OSCR : 71.872 AUROC_max_val (%): 86.276 AUROC_real (%): 73.718

Epoch 167/600
157/157 - 4s - loss: 0.7235 - accuracy: 0.9242 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5380763411521912
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.300 85.950 79.650 86.779 83.700
	Acc: 0.951 OSCR : 74.850 AUROC_max_val (%): 85.950 AUROC_real (%): 76.743

Epoch 168/600
157/157 - 4s - loss: 0.7215 - accuracy: 0.9244 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.521203875541687
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.000 86.489 79.600 87.327 84.352
	Acc: 0.954 OSCR : 74.625 AUROC_max_val (%): 86.489 AUROC_real (%): 76.485

Epoch 169/600
157/157 - 4s - loss: 0.7168 - accuracy: 0.9246 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5069626569747925
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.746 79.250 86.193 83.812
	Acc: 0.952 OSCR : 74.675 AUROC_max_val (%): 85.746 AUROC_real (%): 76.433

Epoch 170/600
157/157 - 4s - loss: 0.7231 - accuracy: 0.9236 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5623052716255188
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 85.248 78.400 85.919 82.911
	Acc: 0.947 OSCR : 74.648 AUROC_max_val (%): 85.248 AUROC_real (%): 76.660

Epoch 171/600
157/157 - 4s - loss: 0.7281 - accuracy: 0.9226 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5041703581809998
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 85.372 78.850 85.746 83.496
	Acc: 0.954 OSCR : 75.404 AUROC_max_val (%): 85.372 AUROC_real (%): 77.191

Epoch 172/600
157/157 - 4s - loss: 0.6904 - accuracy: 0.9273 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5095492601394653
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.500 86.009 79.850 86.866 84.116
	Acc: 0.953 OSCR : 74.753 AUROC_max_val (%): 86.009 AUROC_real (%): 76.575

Epoch 173/600
157/157 - 4s - loss: 0.6953 - accuracy: 0.9262 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5206383466720581
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 85.937 79.650 86.534 84.007
	Acc: 0.951 OSCR : 76.717 AUROC_max_val (%): 85.937 AUROC_real (%): 78.669

Epoch 174/600
157/157 - 4s - loss: 0.7119 - accuracy: 0.9233 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5169309973716736
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 85.217 78.500 85.532 83.346
	Acc: 0.956 OSCR : 75.924 AUROC_max_val (%): 85.217 AUROC_real (%): 77.760

Epoch 175/600
157/157 - 4s - loss: 0.7009 - accuracy: 0.9279 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5455471873283386
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.300 85.617 79.000 85.939 83.611
	Acc: 0.953 OSCR : 76.113 AUROC_max_val (%): 85.617 AUROC_real (%): 78.098

Epoch 176/600
157/157 - 4s - loss: 0.6733 - accuracy: 0.9287 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.546710193157196
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 84.638 78.200 84.964 82.977
	Acc: 0.952 OSCR : 73.760 AUROC_max_val (%): 84.638 AUROC_real (%): 75.708

Epoch 177/600
157/157 - 4s - loss: 0.6762 - accuracy: 0.9277 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5420302748680115
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 85.480 78.850 85.853 83.765
	Acc: 0.956 OSCR : 74.476 AUROC_max_val (%): 85.480 AUROC_real (%): 76.368

Epoch 178/600
157/157 - 4s - loss: 0.6996 - accuracy: 0.9257 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5447133779525757
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 85.434 78.950 86.047 83.356
	Acc: 0.954 OSCR : 74.012 AUROC_max_val (%): 85.434 AUROC_real (%): 75.903

Epoch 179/600
157/157 - 4s - loss: 0.6810 - accuracy: 0.9283 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5372625589370728
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 85.742 79.350 86.045 83.746
	Acc: 0.954 OSCR : 74.933 AUROC_max_val (%): 85.742 AUROC_real (%): 76.711

Epoch 180/600
157/157 - 4s - loss: 0.6774 - accuracy: 0.9272 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5183192491531372
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 86.009 79.500 86.480 84.278
	Acc: 0.952 OSCR : 75.419 AUROC_max_val (%): 86.009 AUROC_real (%): 77.274

Epoch 181/600
157/157 - 4s - loss: 0.6862 - accuracy: 0.9275 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5327373743057251
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 84.799 78.700 84.832 83.040
	Acc: 0.955 OSCR : 74.726 AUROC_max_val (%): 84.799 AUROC_real (%): 76.525

Epoch 182/600
157/157 - 4s - loss: 0.6879 - accuracy: 0.9258 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5262805819511414
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.523 79.050 85.901 83.709
	Acc: 0.949 OSCR : 74.879 AUROC_max_val (%): 85.523 AUROC_real (%): 76.755

Epoch 183/600
157/157 - 4s - loss: 0.6933 - accuracy: 0.9269 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5438945889472961
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 85.294 79.150 85.668 83.519
	Acc: 0.952 OSCR : 74.402 AUROC_max_val (%): 85.294 AUROC_real (%): 76.315

Epoch 184/600
157/157 - 4s - loss: 0.6878 - accuracy: 0.9273 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5395093560218811
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 85.439 79.050 85.756 83.719
	Acc: 0.955 OSCR : 74.923 AUROC_max_val (%): 85.439 AUROC_real (%): 76.789

Epoch 185/600
157/157 - 4s - loss: 0.6947 - accuracy: 0.9245 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.532177209854126
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 84.921 78.300 85.112 83.390
	Acc: 0.953 OSCR : 74.596 AUROC_max_val (%): 84.921 AUROC_real (%): 76.440

Epoch 186/600
157/157 - 4s - loss: 0.6823 - accuracy: 0.9257 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5288456082344055
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 85.320 78.700 85.738 83.584
	Acc: 0.954 OSCR : 74.906 AUROC_max_val (%): 85.320 AUROC_real (%): 76.733

Epoch 187/600
157/157 - 4s - loss: 0.6738 - accuracy: 0.9284 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5317485332489014
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 85.626 79.650 86.145 83.898
	Acc: 0.952 OSCR : 74.424 AUROC_max_val (%): 85.626 AUROC_real (%): 76.279

Epoch 188/600
157/157 - 4s - loss: 0.6548 - accuracy: 0.9297 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5251004099845886
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 85.617 79.550 86.171 83.833
	Acc: 0.954 OSCR : 74.701 AUROC_max_val (%): 85.617 AUROC_real (%): 76.530

Epoch 189/600
157/157 - 4s - loss: 0.6909 - accuracy: 0.9259 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5315381288528442
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 84.823 78.500 85.290 82.971
	Acc: 0.955 OSCR : 74.265 AUROC_max_val (%): 84.823 AUROC_real (%): 76.074

Epoch 190/600
157/157 - 4s - loss: 0.6770 - accuracy: 0.9277 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5352349877357483
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 85.068 78.700 85.520 83.333
	Acc: 0.953 OSCR : 73.887 AUROC_max_val (%): 85.068 AUROC_real (%): 75.734

Epoch 191/600
157/157 - 4s - loss: 0.6687 - accuracy: 0.9294 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5313441157341003
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.400 85.162 78.850 85.512 83.446
	Acc: 0.949 OSCR : 74.557 AUROC_max_val (%): 85.162 AUROC_real (%): 76.452

Epoch 192/600
157/157 - 4s - loss: 0.6825 - accuracy: 0.9271 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.525908350944519
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 85.156 78.900 85.509 83.489
	Acc: 0.955 OSCR : 74.511 AUROC_max_val (%): 85.156 AUROC_real (%): 76.332

Epoch 193/600
157/157 - 4s - loss: 0.6615 - accuracy: 0.9311 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5221708416938782
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 85.682 79.550 86.069 84.024
	Acc: 0.955 OSCR : 74.923 AUROC_max_val (%): 85.682 AUROC_real (%): 76.738

Epoch 194/600
157/157 - 4s - loss: 0.6709 - accuracy: 0.9290 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.524351179599762
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 85.752 79.550 86.159 84.087
	Acc: 0.954 OSCR : 74.711 AUROC_max_val (%): 85.752 AUROC_real (%): 76.538

Epoch 195/600
157/157 - 4s - loss: 0.6681 - accuracy: 0.9286 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5274050235748291
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 85.600 79.350 85.991 83.932
	Acc: 0.954 OSCR : 74.440 AUROC_max_val (%): 85.600 AUROC_real (%): 76.268

Epoch 196/600
157/157 - 4s - loss: 0.6690 - accuracy: 0.9298 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5298577547073364
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 85.601 79.300 85.978 83.927
	Acc: 0.954 OSCR : 74.535 AUROC_max_val (%): 85.601 AUROC_real (%): 76.372

Epoch 197/600
157/157 - 4s - loss: 0.6741 - accuracy: 0.9277 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5309183597564697
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.533 79.300 85.906 83.828
	Acc: 0.954 OSCR : 74.473 AUROC_max_val (%): 85.533 AUROC_real (%): 76.312

Epoch 198/600
157/157 - 4s - loss: 0.6770 - accuracy: 0.9279 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5295570492744446
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 85.532 79.150 85.921 83.827
	Acc: 0.954 OSCR : 74.435 AUROC_max_val (%): 85.532 AUROC_real (%): 76.272

Epoch 199/600
157/157 - 4s - loss: 0.6693 - accuracy: 0.9298 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5328900218009949
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 85.502 79.150 85.885 83.784
	Acc: 0.954 OSCR : 74.396 AUROC_max_val (%): 85.502 AUROC_real (%): 76.240

Epoch 200/600
157/157 - 4s - loss: 0.6881 - accuracy: 0.9270 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5313535332679749
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 85.549 79.450 85.949 83.832
	Acc: 0.954 OSCR : 74.466 AUROC_max_val (%): 85.549 AUROC_real (%): 76.309

Epoch 201/600
157/157 - 4s - loss: 0.6707 - accuracy: 0.9268 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.537449061870575
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.300 85.440 79.050 85.826 83.715
	Acc: 0.955 OSCR : 74.052 AUROC_max_val (%): 85.440 AUROC_real (%): 75.884

Epoch 202/600
157/157 - 4s - loss: 1.1273 - accuracy: 0.8824 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8756620287895203
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 82.050 74.700 82.007 80.282
	Acc: 0.924 OSCR : 69.448 AUROC_max_val (%): 82.050 AUROC_real (%): 73.015

Epoch 203/600
157/157 - 4s - loss: 1.1172 - accuracy: 0.8833 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8481622934341431
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 84.788 78.200 86.331 82.232
	Acc: 0.934 OSCR : 66.919 AUROC_max_val (%): 84.788 AUROC_real (%): 69.489

Epoch 204/600
157/157 - 4s - loss: 1.1122 - accuracy: 0.8833 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.79507976770401
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 83.515 76.350 84.274 81.238
	Acc: 0.926 OSCR : 72.997 AUROC_max_val (%): 83.515 AUROC_real (%): 76.144

Epoch 205/600
157/157 - 4s - loss: 1.0836 - accuracy: 0.8848 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8543681502342224
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 83.662 76.300 84.444 81.507
	Acc: 0.921 OSCR : 69.048 AUROC_max_val (%): 83.662 AUROC_real (%): 72.275

Epoch 206/600
157/157 - 4s - loss: 1.0795 - accuracy: 0.8874 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8481361865997314
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.300 84.282 77.400 85.736 81.474
	Acc: 0.937 OSCR : 69.139 AUROC_max_val (%): 84.282 AUROC_real (%): 72.528

Epoch 207/600
157/157 - 4s - loss: 1.0820 - accuracy: 0.8862 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6585723161697388
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.000 84.785 77.450 86.210 82.979
	Acc: 0.934 OSCR : 79.557 AUROC_max_val (%): 84.785 AUROC_real (%): 82.821

Epoch 208/600
157/157 - 4s - loss: 1.0853 - accuracy: 0.8855 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.033825159072876
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 83.474 76.950 85.031 80.793
	Acc: 0.914 OSCR : 69.704 AUROC_max_val (%): 83.474 AUROC_real (%): 73.800

Epoch 209/600
157/157 - 4s - loss: 1.0812 - accuracy: 0.8845 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.177085041999817
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.100 73.131 68.800 71.057 70.887
	Acc: 0.921 OSCR : 61.275 AUROC_max_val (%): 73.131 AUROC_real (%): 64.276

Epoch 210/600
157/157 - 4s - loss: 1.0731 - accuracy: 0.8857 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.986911952495575
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.300 81.465 75.200 83.277 77.162
	Acc: 0.907 OSCR : 69.896 AUROC_max_val (%): 81.465 AUROC_real (%): 73.459

Epoch 211/600
157/157 - 4s - loss: 1.0678 - accuracy: 0.8879 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8243131041526794
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.700 81.379 75.050 82.821 77.715
	Acc: 0.925 OSCR : 72.784 AUROC_max_val (%): 81.379 AUROC_real (%): 75.912

Epoch 212/600
157/157 - 4s - loss: 1.0521 - accuracy: 0.8904 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7448841333389282
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 87.660 80.500 89.015 84.949
	Acc: 0.931 OSCR : 73.869 AUROC_max_val (%): 87.660 AUROC_real (%): 76.878

Epoch 213/600
157/157 - 4s - loss: 1.0754 - accuracy: 0.8875 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9093079566955566
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.600 84.488 77.150 85.197 82.518
	Acc: 0.922 OSCR : 68.954 AUROC_max_val (%): 84.488 AUROC_real (%): 72.371

Epoch 214/600
157/157 - 4s - loss: 1.0645 - accuracy: 0.8888 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6951764822006226
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 86.933 80.150 87.453 85.306
	Acc: 0.941 OSCR : 74.959 AUROC_max_val (%): 86.933 AUROC_real (%): 77.838

Epoch 215/600
157/157 - 4s - loss: 1.0251 - accuracy: 0.8917 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9229788780212402
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.500 76.180 70.100 77.439 72.551
	Acc: 0.920 OSCR : 70.588 AUROC_max_val (%): 76.180 AUROC_real (%): 74.000

Epoch 216/600
157/157 - 4s - loss: 1.0487 - accuracy: 0.8878 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0994170904159546
	accuracy: 0.9049999713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.400 75.710 70.100 76.820 71.869
	Acc: 0.905 OSCR : 67.401 AUROC_max_val (%): 75.710 AUROC_real (%): 71.033

Epoch 217/600
157/157 - 4s - loss: 1.0498 - accuracy: 0.8908 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8215158581733704
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.400 76.469 71.700 75.464 73.495
	Acc: 0.920 OSCR : 70.599 AUROC_max_val (%): 76.469 AUROC_real (%): 73.426

Epoch 218/600
157/157 - 4s - loss: 1.0427 - accuracy: 0.8885 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9459084868431091
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 82.828 75.150 84.721 80.368
	Acc: 0.912 OSCR : 65.084 AUROC_max_val (%): 82.828 AUROC_real (%): 68.426

Epoch 219/600
157/157 - 4s - loss: 1.0022 - accuracy: 0.8927 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0128424167633057
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 85.686 78.900 86.868 82.466
	Acc: 0.933 OSCR : 66.121 AUROC_max_val (%): 85.686 AUROC_real (%): 68.827

Epoch 220/600
157/157 - 4s - loss: 1.0115 - accuracy: 0.8913 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9960752129554749
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.900 85.303 78.200 86.239 83.821
	Acc: 0.933 OSCR : 67.260 AUROC_max_val (%): 85.303 AUROC_real (%): 70.586

Epoch 221/600
157/157 - 4s - loss: 1.0042 - accuracy: 0.8942 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9139266610145569
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.100 80.059 73.300 80.514 77.197
	Acc: 0.917 OSCR : 65.805 AUROC_max_val (%): 80.059 AUROC_real (%): 68.917

Epoch 222/600
157/157 - 4s - loss: 1.0279 - accuracy: 0.8925 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7022636532783508
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 84.680 78.100 85.269 83.315
	Acc: 0.937 OSCR : 73.223 AUROC_max_val (%): 84.680 AUROC_real (%): 76.151

Epoch 223/600
157/157 - 4s - loss: 1.0217 - accuracy: 0.8938 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.89156574010849
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.600 84.933 77.850 85.295 82.652
	Acc: 0.931 OSCR : 65.922 AUROC_max_val (%): 84.933 AUROC_real (%): 68.973

Epoch 224/600
157/157 - 4s - loss: 1.0134 - accuracy: 0.8938 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.0375421047210693
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.800 76.244 71.100 73.640 74.277
	Acc: 0.924 OSCR : 60.783 AUROC_max_val (%): 76.244 AUROC_real (%): 63.762

Epoch 225/600
157/157 - 4s - loss: 0.9679 - accuracy: 0.8986 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9693582653999329
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 81.704 75.250 82.135 79.619
	Acc: 0.922 OSCR : 64.615 AUROC_max_val (%): 81.704 AUROC_real (%): 67.785

Epoch 226/600
157/157 - 4s - loss: 1.0106 - accuracy: 0.8953 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.783510148525238
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 84.148 77.550 85.768 80.805
	Acc: 0.930 OSCR : 68.827 AUROC_max_val (%): 84.148 AUROC_real (%): 71.833

Epoch 227/600
157/157 - 4s - loss: 0.9748 - accuracy: 0.8972 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7991251349449158
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 83.479 76.550 84.475 81.204
	Acc: 0.926 OSCR : 70.209 AUROC_max_val (%): 83.479 AUROC_real (%): 73.276

Epoch 228/600
157/157 - 4s - loss: 0.9796 - accuracy: 0.8954 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6993296146392822
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 83.969 77.300 84.595 82.240
	Acc: 0.931 OSCR : 72.841 AUROC_max_val (%): 83.969 AUROC_real (%): 75.563

Epoch 229/600
157/157 - 4s - loss: 1.0019 - accuracy: 0.8950 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.872250497341156
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.900 78.572 72.600 77.746 77.483
	Acc: 0.919 OSCR : 66.966 AUROC_max_val (%): 78.572 AUROC_real (%): 70.272

Epoch 230/600
157/157 - 4s - loss: 0.9700 - accuracy: 0.8978 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7507801651954651
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 86.906 80.850 87.557 84.705
	Acc: 0.941 OSCR : 73.329 AUROC_max_val (%): 86.906 AUROC_real (%): 76.073

Epoch 231/600
157/157 - 4s - loss: 0.9493 - accuracy: 0.9008 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.768511176109314
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 85.003 77.950 86.097 82.801
	Acc: 0.933 OSCR : 72.897 AUROC_max_val (%): 85.003 AUROC_real (%): 75.707

Epoch 232/600
157/157 - 4s - loss: 0.9836 - accuracy: 0.8984 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8592352271080017
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 85.902 79.150 87.329 82.801
	Acc: 0.922 OSCR : 74.669 AUROC_max_val (%): 85.902 AUROC_real (%): 78.348

Epoch 233/600
157/157 - 4s - loss: 0.9840 - accuracy: 0.8961 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7946690320968628
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.800 85.553 78.800 86.906 82.753
	Acc: 0.932 OSCR : 69.576 AUROC_max_val (%): 85.553 AUROC_real (%): 72.350

Epoch 234/600
157/157 - 4s - loss: 0.9650 - accuracy: 0.8974 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6550268530845642
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 83.978 78.000 84.807 80.363
	Acc: 0.931 OSCR : 75.454 AUROC_max_val (%): 83.978 AUROC_real (%): 77.937

Epoch 235/600
157/157 - 4s - loss: 0.9220 - accuracy: 0.9003 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6804429888725281
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 83.045 76.400 82.862 81.285
	Acc: 0.941 OSCR : 69.781 AUROC_max_val (%): 83.045 AUROC_real (%): 72.352

Epoch 236/600
157/157 - 4s - loss: 0.9604 - accuracy: 0.9005 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7750604152679443
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.200 80.916 75.100 81.326 77.891
	Acc: 0.934 OSCR : 66.967 AUROC_max_val (%): 80.916 AUROC_real (%): 69.435

Epoch 237/600
157/157 - 4s - loss: 0.9600 - accuracy: 0.8995 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8092762231826782
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 80.612 73.650 81.450 78.285
	Acc: 0.927 OSCR : 72.033 AUROC_max_val (%): 80.612 AUROC_real (%): 75.204

Epoch 238/600
157/157 - 4s - loss: 0.9399 - accuracy: 0.9021 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7406943440437317
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 83.502 76.900 84.940 80.853
	Acc: 0.932 OSCR : 72.463 AUROC_max_val (%): 83.502 AUROC_real (%): 75.488

Epoch 239/600
157/157 - 4s - loss: 0.9472 - accuracy: 0.8999 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7406405806541443
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 82.745 75.500 83.489 80.773
	Acc: 0.939 OSCR : 65.884 AUROC_max_val (%): 82.745 AUROC_real (%): 68.207

Epoch 240/600
157/157 - 4s - loss: 0.9597 - accuracy: 0.8972 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8343864679336548
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.400 78.764 73.600 78.929 75.497
	Acc: 0.925 OSCR : 66.218 AUROC_max_val (%): 78.764 AUROC_real (%): 68.960

Epoch 241/600
157/157 - 4s - loss: 0.9400 - accuracy: 0.8996 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6475976705551147
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 85.640 78.700 86.604 83.136
	Acc: 0.936 OSCR : 73.556 AUROC_max_val (%): 85.640 AUROC_real (%): 76.109

Epoch 242/600
157/157 - 4s - loss: 0.9152 - accuracy: 0.9041 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7930670380592346
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 85.684 79.200 87.193 82.480
	Acc: 0.933 OSCR : 70.021 AUROC_max_val (%): 85.684 AUROC_real (%): 72.930

Epoch 243/600
157/157 - 4s - loss: 0.9232 - accuracy: 0.9014 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7771201133728027
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 86.264 79.250 87.290 83.570
	Acc: 0.939 OSCR : 68.592 AUROC_max_val (%): 86.264 AUROC_real (%): 71.177

Epoch 244/600
157/157 - 4s - loss: 0.9360 - accuracy: 0.9028 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8681402802467346
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 81.728 75.350 81.508 79.195
	Acc: 0.931 OSCR : 68.250 AUROC_max_val (%): 81.728 AUROC_real (%): 71.413

Epoch 245/600
157/157 - 4s - loss: 0.9187 - accuracy: 0.9039 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7423108816146851
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 85.887 79.100 86.990 83.071
	Acc: 0.927 OSCR : 74.078 AUROC_max_val (%): 85.887 AUROC_real (%): 77.000

Epoch 246/600
157/157 - 4s - loss: 0.9132 - accuracy: 0.9043 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7306588292121887
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 84.671 77.950 84.758 83.234
	Acc: 0.931 OSCR : 75.840 AUROC_max_val (%): 84.671 AUROC_real (%): 79.183

Epoch 247/600
157/157 - 4s - loss: 0.8970 - accuracy: 0.9044 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7813402414321899
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.100 79.675 73.050 79.374 77.529
	Acc: 0.922 OSCR : 72.959 AUROC_max_val (%): 79.675 AUROC_real (%): 76.103

Epoch 248/600
157/157 - 4s - loss: 0.9269 - accuracy: 0.9036 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8365210294723511
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 85.430 78.600 86.570 83.485
	Acc: 0.927 OSCR : 72.864 AUROC_max_val (%): 85.430 AUROC_real (%): 76.458

Epoch 249/600
157/157 - 4s - loss: 0.8917 - accuracy: 0.9076 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6567423343658447
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 83.943 77.450 84.444 80.541
	Acc: 0.933 OSCR : 76.196 AUROC_max_val (%): 83.943 AUROC_real (%): 78.735

Epoch 250/600
157/157 - 4s - loss: 0.8760 - accuracy: 0.9072 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7406460046768188
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 82.781 75.450 83.274 80.828
	Acc: 0.925 OSCR : 70.966 AUROC_max_val (%): 82.781 AUROC_real (%): 73.581

Epoch 251/600
157/157 - 4s - loss: 0.8694 - accuracy: 0.9087 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6275498270988464
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.000 85.813 79.450 86.480 84.098
	Acc: 0.946 OSCR : 73.229 AUROC_max_val (%): 85.813 AUROC_real (%): 75.674

Epoch 252/600
157/157 - 4s - loss: 0.8791 - accuracy: 0.9074 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5517813563346863
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 86.717 81.200 88.471 82.914
	Acc: 0.947 OSCR : 77.008 AUROC_max_val (%): 86.717 AUROC_real (%): 78.881

Epoch 253/600
157/157 - 4s - loss: 0.8710 - accuracy: 0.9089 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7010869383811951
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 83.339 76.300 83.152 81.375
	Acc: 0.946 OSCR : 70.797 AUROC_max_val (%): 83.339 AUROC_real (%): 73.015

Epoch 254/600
157/157 - 4s - loss: 0.8788 - accuracy: 0.9077 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8106679320335388
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 84.861 79.000 87.359 80.558
	Acc: 0.937 OSCR : 70.619 AUROC_max_val (%): 84.861 AUROC_real (%): 73.267

Epoch 255/600
157/157 - 4s - loss: 0.8997 - accuracy: 0.9061 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7922200560569763
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 82.254 75.200 83.058 79.898
	Acc: 0.934 OSCR : 67.276 AUROC_max_val (%): 82.254 AUROC_real (%): 70.210

Epoch 256/600
157/157 - 4s - loss: 0.8572 - accuracy: 0.9102 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8385835289955139
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 81.673 75.350 81.816 79.445
	Acc: 0.929 OSCR : 67.700 AUROC_max_val (%): 81.673 AUROC_real (%): 70.747

Epoch 257/600
157/157 - 4s - loss: 0.8948 - accuracy: 0.9063 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8007760643959045
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 86.086 79.300 87.614 83.848
	Acc: 0.931 OSCR : 71.590 AUROC_max_val (%): 86.086 AUROC_real (%): 74.906

Epoch 258/600
157/157 - 4s - loss: 0.8657 - accuracy: 0.9087 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7886907458305359
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.900 74.952 69.900 73.293 73.352
	Acc: 0.919 OSCR : 69.752 AUROC_max_val (%): 74.952 AUROC_real (%): 72.559

Epoch 259/600
157/157 - 4s - loss: 0.8519 - accuracy: 0.9100 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6250146627426147
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 86.340 79.150 87.762 83.046
	Acc: 0.943 OSCR : 74.860 AUROC_max_val (%): 86.340 AUROC_real (%): 77.385

Epoch 260/600
157/157 - 4s - loss: 0.8722 - accuracy: 0.9096 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7500404715538025
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 85.756 79.050 86.227 84.221
	Acc: 0.947 OSCR : 68.022 AUROC_max_val (%): 85.756 AUROC_real (%): 70.478

Epoch 261/600
157/157 - 4s - loss: 0.8355 - accuracy: 0.9103 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7994370460510254
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 79.840 72.800 81.024 77.361
	Acc: 0.935 OSCR : 63.820 AUROC_max_val (%): 79.840 AUROC_real (%): 66.168

Epoch 262/600
157/157 - 4s - loss: 0.8450 - accuracy: 0.9105 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7241066098213196
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 85.808 79.500 87.461 83.574
	Acc: 0.938 OSCR : 71.067 AUROC_max_val (%): 85.808 AUROC_real (%): 73.720

Epoch 263/600
157/157 - 4s - loss: 0.8455 - accuracy: 0.9115 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6664986610412598
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 81.648 75.250 81.629 78.314
	Acc: 0.939 OSCR : 71.784 AUROC_max_val (%): 81.648 AUROC_real (%): 73.939

Epoch 264/600
157/157 - 4s - loss: 0.8405 - accuracy: 0.9112 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.87440025806427
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.200 79.455 73.800 79.366 76.672
	Acc: 0.928 OSCR : 63.723 AUROC_max_val (%): 79.455 AUROC_real (%): 66.412

Epoch 265/600
157/157 - 4s - loss: 0.8287 - accuracy: 0.9115 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6826478242874146
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.400 81.110 75.700 80.932 78.258
	Acc: 0.936 OSCR : 71.128 AUROC_max_val (%): 81.110 AUROC_real (%): 73.123

Epoch 266/600
157/157 - 4s - loss: 0.8312 - accuracy: 0.9118 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6992993354797363
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 85.617 79.100 85.735 83.096
	Acc: 0.937 OSCR : 74.788 AUROC_max_val (%): 85.617 AUROC_real (%): 77.494

Epoch 267/600
157/157 - 4s - loss: 0.8258 - accuracy: 0.9132 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6460683941841125
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 85.525 79.250 85.618 84.140
	Acc: 0.932 OSCR : 76.768 AUROC_max_val (%): 85.525 AUROC_real (%): 79.680

Epoch 268/600
157/157 - 4s - loss: 0.8175 - accuracy: 0.9143 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7154214382171631
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 85.802 78.600 87.614 82.384
	Acc: 0.937 OSCR : 68.413 AUROC_max_val (%): 85.802 AUROC_real (%): 70.902

Epoch 269/600
157/157 - 4s - loss: 0.8339 - accuracy: 0.9121 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6555209755897522
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 85.058 79.000 86.223 81.869
	Acc: 0.942 OSCR : 72.271 AUROC_max_val (%): 85.058 AUROC_real (%): 74.671

Epoch 270/600
157/157 - 4s - loss: 0.8162 - accuracy: 0.9132 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6931909918785095
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 84.081 78.200 83.794 82.002
	Acc: 0.949 OSCR : 71.859 AUROC_max_val (%): 84.081 AUROC_real (%): 74.391

Epoch 271/600
157/157 - 4s - loss: 0.8173 - accuracy: 0.9137 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.857151448726654
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 84.690 77.750 85.786 81.872
	Acc: 0.922 OSCR : 69.508 AUROC_max_val (%): 84.690 AUROC_real (%): 72.556

Epoch 272/600
157/157 - 4s - loss: 0.8256 - accuracy: 0.9114 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6689874529838562
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 85.097 79.200 86.025 81.618
	Acc: 0.950 OSCR : 68.533 AUROC_max_val (%): 85.097 AUROC_real (%): 70.605

Epoch 273/600
157/157 - 4s - loss: 0.8037 - accuracy: 0.9165 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7800637483596802
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.800 81.512 75.250 81.947 78.282
	Acc: 0.930 OSCR : 69.915 AUROC_max_val (%): 81.512 AUROC_real (%): 72.510

Epoch 274/600
157/157 - 4s - loss: 0.8041 - accuracy: 0.9160 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.658004105091095
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.400 85.481 80.400 87.552 81.113
	Acc: 0.942 OSCR : 72.512 AUROC_max_val (%): 85.481 AUROC_real (%): 74.767

Epoch 275/600
157/157 - 4s - loss: 0.8304 - accuracy: 0.9111 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6278626918792725
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 85.637 79.000 86.361 83.190
	Acc: 0.941 OSCR : 75.736 AUROC_max_val (%): 85.637 AUROC_real (%): 78.265

Epoch 276/600
157/157 - 4s - loss: 0.8183 - accuracy: 0.9100 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9051621556282043
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.800 75.499 69.550 73.906 74.369
	Acc: 0.930 OSCR : 65.270 AUROC_max_val (%): 75.499 AUROC_real (%): 68.140

Epoch 277/600
157/157 - 4s - loss: 0.7741 - accuracy: 0.9173 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6535647511482239
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 83.123 78.350 83.397 79.377
	Acc: 0.945 OSCR : 70.891 AUROC_max_val (%): 83.123 AUROC_real (%): 73.031

Epoch 278/600
157/157 - 4s - loss: 0.7766 - accuracy: 0.9183 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5476492047309875
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 86.423 79.500 86.902 84.354
	Acc: 0.945 OSCR : 73.771 AUROC_max_val (%): 86.423 AUROC_real (%): 76.001

Epoch 279/600
157/157 - 4s - loss: 0.7886 - accuracy: 0.9164 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6783095598220825
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 85.287 78.400 86.680 82.842
	Acc: 0.937 OSCR : 73.574 AUROC_max_val (%): 85.287 AUROC_real (%): 76.269

Epoch 280/600
157/157 - 4s - loss: 0.8052 - accuracy: 0.9164 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5182921290397644
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 85.107 78.500 86.017 82.911
	Acc: 0.948 OSCR : 76.534 AUROC_max_val (%): 85.107 AUROC_real (%): 78.675

Epoch 281/600
157/157 - 4s - loss: 0.7536 - accuracy: 0.9201 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.796507716178894
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 79.043 73.050 77.657 78.766
	Acc: 0.943 OSCR : 67.794 AUROC_max_val (%): 79.043 AUROC_real (%): 70.335

Epoch 282/600
157/157 - 4s - loss: 0.7616 - accuracy: 0.9182 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5999026298522949
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.700 87.096 80.050 88.643 83.866
	Acc: 0.943 OSCR : 76.294 AUROC_max_val (%): 87.096 AUROC_real (%): 78.588

Epoch 283/600
157/157 - 4s - loss: 0.7722 - accuracy: 0.9200 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5476381778717041
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 85.939 79.450 86.467 83.988
	Acc: 0.949 OSCR : 77.416 AUROC_max_val (%): 85.939 AUROC_real (%): 79.622

Epoch 284/600
157/157 - 4s - loss: 0.7878 - accuracy: 0.9158 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7008482813835144
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 85.378 78.400 86.553 82.372
	Acc: 0.944 OSCR : 71.142 AUROC_max_val (%): 85.378 AUROC_real (%): 73.687

Epoch 285/600
157/157 - 4s - loss: 0.7670 - accuracy: 0.9187 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5224107503890991
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 86.406 80.350 86.514 85.209
	Acc: 0.951 OSCR : 77.966 AUROC_max_val (%): 86.406 AUROC_real (%): 80.126

Epoch 286/600
157/157 - 4s - loss: 0.7702 - accuracy: 0.9175 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6584349870681763
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 81.187 74.200 80.332 79.108
	Acc: 0.946 OSCR : 72.015 AUROC_max_val (%): 81.187 AUROC_real (%): 74.091

Epoch 287/600
157/157 - 4s - loss: 0.7643 - accuracy: 0.9190 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6846950054168701
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.200 81.076 74.650 81.401 78.649
	Acc: 0.944 OSCR : 67.524 AUROC_max_val (%): 81.076 AUROC_real (%): 69.715

Epoch 288/600
157/157 - 4s - loss: 0.7505 - accuracy: 0.9226 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6886734962463379
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.400 87.220 79.550 87.996 85.518
	Acc: 0.940 OSCR : 71.654 AUROC_max_val (%): 87.220 AUROC_real (%): 74.115

Epoch 289/600
157/157 - 4s - loss: 0.7693 - accuracy: 0.9190 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5219419598579407
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.000 87.003 80.400 86.987 85.823
	Acc: 0.952 OSCR : 77.481 AUROC_max_val (%): 87.003 AUROC_real (%): 79.452

Epoch 290/600
157/157 - 4s - loss: 0.7895 - accuracy: 0.9155 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6436977386474609
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 84.652 77.750 85.032 82.739
	Acc: 0.940 OSCR : 74.206 AUROC_max_val (%): 84.652 AUROC_real (%): 76.672

Epoch 291/600
157/157 - 4s - loss: 0.7745 - accuracy: 0.9180 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6955226063728333
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 82.970 76.300 83.663 80.743
	Acc: 0.932 OSCR : 70.332 AUROC_max_val (%): 82.970 AUROC_real (%): 72.942

Epoch 292/600
157/157 - 4s - loss: 0.7498 - accuracy: 0.9216 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5500878691673279
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 86.225 79.050 87.059 84.434
	Acc: 0.947 OSCR : 77.009 AUROC_max_val (%): 86.225 AUROC_real (%): 79.215

Epoch 293/600
157/157 - 4s - loss: 0.7283 - accuracy: 0.9240 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6932046413421631
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 82.839 76.100 82.683 81.096
	Acc: 0.943 OSCR : 70.720 AUROC_max_val (%): 82.839 AUROC_real (%): 73.204

Epoch 294/600
157/157 - 4s - loss: 0.7233 - accuracy: 0.9223 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5316517353057861
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 84.377 77.900 84.721 81.868
	Acc: 0.956 OSCR : 72.615 AUROC_max_val (%): 84.377 AUROC_real (%): 74.428

Epoch 295/600
157/157 - 4s - loss: 0.7463 - accuracy: 0.9223 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5364654660224915
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 86.647 79.750 87.415 84.798
	Acc: 0.960 OSCR : 74.091 AUROC_max_val (%): 86.647 AUROC_real (%): 76.058

Epoch 296/600
157/157 - 4s - loss: 0.7204 - accuracy: 0.9224 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5221979022026062
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.900 89.073 82.250 90.004 86.491
	Acc: 0.949 OSCR : 81.049 AUROC_max_val (%): 89.073 AUROC_real (%): 83.448

Epoch 297/600
157/157 - 4s - loss: 0.7205 - accuracy: 0.9237 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6190449595451355
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 87.219 80.800 88.223 84.447
	Acc: 0.948 OSCR : 74.259 AUROC_max_val (%): 87.219 AUROC_real (%): 76.630

Epoch 298/600
157/157 - 4s - loss: 0.7278 - accuracy: 0.9216 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.639930248260498
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 86.714 79.900 87.657 84.315
	Acc: 0.944 OSCR : 75.699 AUROC_max_val (%): 86.714 AUROC_real (%): 78.012

Epoch 299/600
157/157 - 4s - loss: 0.7195 - accuracy: 0.9233 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7688885927200317
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 86.242 79.650 86.877 83.653
	Acc: 0.939 OSCR : 74.021 AUROC_max_val (%): 86.242 AUROC_real (%): 77.048

Epoch 300/600
157/157 - 4s - loss: 0.7017 - accuracy: 0.9255 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5843812227249146
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 86.878 80.100 88.098 84.408
	Acc: 0.950 OSCR : 72.145 AUROC_max_val (%): 86.878 AUROC_real (%): 74.281

Epoch 301/600
157/157 - 4s - loss: 0.7244 - accuracy: 0.9255 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6041580438613892
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 84.429 78.450 84.793 81.844
	Acc: 0.941 OSCR : 74.589 AUROC_max_val (%): 84.429 AUROC_real (%): 76.757

Epoch 302/600
157/157 - 4s - loss: 0.7271 - accuracy: 0.9229 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.579577624797821
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 85.340 78.700 85.240 83.321
	Acc: 0.946 OSCR : 76.095 AUROC_max_val (%): 85.340 AUROC_real (%): 78.326

Epoch 303/600
157/157 - 4s - loss: 0.6983 - accuracy: 0.9272 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5183166861534119
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 87.349 80.600 88.108 85.452
	Acc: 0.948 OSCR : 74.728 AUROC_max_val (%): 87.349 AUROC_real (%): 76.751

Epoch 304/600
157/157 - 4s - loss: 0.6795 - accuracy: 0.9276 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5517649054527283
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 86.353 79.650 86.973 84.039
	Acc: 0.944 OSCR : 77.120 AUROC_max_val (%): 86.353 AUROC_real (%): 79.307

Epoch 305/600
157/157 - 4s - loss: 0.6948 - accuracy: 0.9273 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7206752300262451
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 84.119 78.150 84.277 82.079
	Acc: 0.942 OSCR : 70.622 AUROC_max_val (%): 84.119 AUROC_real (%): 72.889

Epoch 306/600
157/157 - 4s - loss: 0.6894 - accuracy: 0.9275 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5732096433639526
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 86.336 79.800 86.352 84.552
	Acc: 0.951 OSCR : 73.713 AUROC_max_val (%): 86.336 AUROC_real (%): 75.852

Epoch 307/600
157/157 - 4s - loss: 0.7048 - accuracy: 0.9247 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5962429046630859
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 86.203 79.400 87.357 84.051
	Acc: 0.944 OSCR : 73.351 AUROC_max_val (%): 86.203 AUROC_real (%): 75.710

Epoch 308/600
157/157 - 4s - loss: 0.6959 - accuracy: 0.9255 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7080606818199158
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 78.230 71.900 78.419 75.722
	Acc: 0.939 OSCR : 70.704 AUROC_max_val (%): 78.230 AUROC_real (%): 73.021

Epoch 309/600
157/157 - 4s - loss: 0.6815 - accuracy: 0.9266 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6207256317138672
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.600 83.520 76.500 83.748 81.543
	Acc: 0.944 OSCR : 72.277 AUROC_max_val (%): 83.520 AUROC_real (%): 74.765

Epoch 310/600
157/157 - 4s - loss: 0.6828 - accuracy: 0.9275 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5672693848609924
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.500 85.150 79.050 86.453 82.219
	Acc: 0.951 OSCR : 74.049 AUROC_max_val (%): 85.150 AUROC_real (%): 76.158

Epoch 311/600
157/157 - 4s - loss: 0.6881 - accuracy: 0.9270 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5738415718078613
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 81.866 75.400 81.310 80.105
	Acc: 0.950 OSCR : 73.364 AUROC_max_val (%): 81.866 AUROC_real (%): 75.569

Epoch 312/600
157/157 - 4s - loss: 0.6847 - accuracy: 0.9274 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5371246337890625
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.000 85.464 79.500 85.564 83.260
	Acc: 0.950 OSCR : 74.893 AUROC_max_val (%): 85.464 AUROC_real (%): 76.862

Epoch 313/600
157/157 - 4s - loss: 0.6941 - accuracy: 0.9262 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4975835680961609
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 85.122 78.100 84.855 83.510
	Acc: 0.955 OSCR : 76.335 AUROC_max_val (%): 85.122 AUROC_real (%): 78.426

Epoch 314/600
157/157 - 4s - loss: 0.6553 - accuracy: 0.9309 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6336857080459595
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 85.190 78.050 84.830 84.083
	Acc: 0.948 OSCR : 71.356 AUROC_max_val (%): 85.190 AUROC_real (%): 73.781

Epoch 315/600
157/157 - 4s - loss: 0.6842 - accuracy: 0.9284 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6286530494689941
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 85.125 78.100 85.895 83.649
	Acc: 0.935 OSCR : 74.662 AUROC_max_val (%): 85.125 AUROC_real (%): 77.195

Epoch 316/600
157/157 - 4s - loss: 0.6532 - accuracy: 0.9324 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5343315005302429
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 85.238 77.900 85.389 83.888
	Acc: 0.952 OSCR : 74.118 AUROC_max_val (%): 85.238 AUROC_real (%): 76.254

Epoch 317/600
157/157 - 4s - loss: 0.6652 - accuracy: 0.9294 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.599153459072113
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 85.521 79.250 85.421 83.610
	Acc: 0.953 OSCR : 70.844 AUROC_max_val (%): 85.521 AUROC_real (%): 73.022

Epoch 318/600
157/157 - 4s - loss: 0.6503 - accuracy: 0.9298 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5725328922271729
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 85.348 78.600 85.743 83.567
	Acc: 0.958 OSCR : 69.930 AUROC_max_val (%): 85.348 AUROC_real (%): 71.600

Epoch 319/600
157/157 - 4s - loss: 0.6735 - accuracy: 0.9291 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6670348048210144
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 79.036 72.700 77.715 77.911
	Acc: 0.941 OSCR : 69.760 AUROC_max_val (%): 79.036 AUROC_real (%): 72.012

Epoch 320/600
157/157 - 4s - loss: 0.6426 - accuracy: 0.9320 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5450639724731445
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 86.658 80.450 87.633 84.525
	Acc: 0.948 OSCR : 73.388 AUROC_max_val (%): 86.658 AUROC_real (%): 75.430

Epoch 321/600
157/157 - 4s - loss: 0.6421 - accuracy: 0.9302 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6637011170387268
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 84.929 78.100 86.035 82.683
	Acc: 0.946 OSCR : 69.187 AUROC_max_val (%): 84.929 AUROC_real (%): 71.475

Epoch 322/600
157/157 - 4s - loss: 0.6493 - accuracy: 0.9309 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5452043414115906
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 84.030 77.400 83.749 82.281
	Acc: 0.951 OSCR : 74.038 AUROC_max_val (%): 84.030 AUROC_real (%): 76.056

Epoch 323/600
157/157 - 4s - loss: 0.6457 - accuracy: 0.9309 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6385847926139832
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 87.352 81.100 87.935 85.362
	Acc: 0.947 OSCR : 70.418 AUROC_max_val (%): 87.352 AUROC_real (%): 72.717

Epoch 324/600
157/157 - 4s - loss: 0.6433 - accuracy: 0.9325 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5995076298713684
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 85.270 77.850 85.162 84.143
	Acc: 0.950 OSCR : 73.704 AUROC_max_val (%): 85.270 AUROC_real (%): 76.131

Epoch 325/600
157/157 - 4s - loss: 0.6310 - accuracy: 0.9334 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.496662437915802
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 85.274 78.700 85.509 83.209
	Acc: 0.953 OSCR : 74.792 AUROC_max_val (%): 85.274 AUROC_real (%): 76.672

Epoch 326/600
157/157 - 4s - loss: 0.6258 - accuracy: 0.9349 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5386514663696289
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 87.878 81.550 88.376 86.033
	Acc: 0.949 OSCR : 75.599 AUROC_max_val (%): 87.878 AUROC_real (%): 77.749

Epoch 327/600
157/157 - 4s - loss: 0.6358 - accuracy: 0.9314 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5774937868118286
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 83.060 77.000 83.198 80.611
	Acc: 0.945 OSCR : 72.499 AUROC_max_val (%): 83.060 AUROC_real (%): 74.534

Epoch 328/600
157/157 - 4s - loss: 0.6165 - accuracy: 0.9349 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5159841179847717
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 87.433 81.850 88.287 85.133
	Acc: 0.952 OSCR : 74.150 AUROC_max_val (%): 87.433 AUROC_real (%): 76.061

Epoch 329/600
157/157 - 4s - loss: 0.6195 - accuracy: 0.9355 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49690794944763184
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 85.824 79.900 84.962 84.481
	Acc: 0.955 OSCR : 77.332 AUROC_max_val (%): 85.824 AUROC_real (%): 79.297

Epoch 330/600
157/157 - 4s - loss: 0.6298 - accuracy: 0.9323 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5161614418029785
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 86.850 80.400 87.432 84.903
	Acc: 0.952 OSCR : 75.087 AUROC_max_val (%): 86.850 AUROC_real (%): 77.071

Epoch 331/600
157/157 - 4s - loss: 0.6348 - accuracy: 0.9330 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5772416591644287
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.800 86.384 79.850 87.170 84.107
	Acc: 0.950 OSCR : 75.921 AUROC_max_val (%): 86.384 AUROC_real (%): 78.201

Epoch 332/600
157/157 - 4s - loss: 0.6129 - accuracy: 0.9354 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5216326713562012
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 85.015 78.200 85.483 82.875
	Acc: 0.950 OSCR : 73.220 AUROC_max_val (%): 85.015 AUROC_real (%): 75.190

Epoch 333/600
157/157 - 4s - loss: 0.6037 - accuracy: 0.9362 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5096271634101868
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 87.206 81.500 87.574 85.505
	Acc: 0.953 OSCR : 76.257 AUROC_max_val (%): 87.206 AUROC_real (%): 78.314

Epoch 334/600
157/157 - 4s - loss: 0.6161 - accuracy: 0.9344 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4972713589668274
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 85.184 78.200 85.146 82.747
	Acc: 0.949 OSCR : 76.404 AUROC_max_val (%): 85.184 AUROC_real (%): 78.296

Epoch 335/600
157/157 - 4s - loss: 0.6032 - accuracy: 0.9354 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.540758490562439
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 85.718 78.600 86.259 83.464
	Acc: 0.953 OSCR : 74.579 AUROC_max_val (%): 85.718 AUROC_real (%): 76.706

Epoch 336/600
157/157 - 4s - loss: 0.6145 - accuracy: 0.9348 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5158331990242004
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.600 85.467 79.550 84.629 84.391
	Acc: 0.951 OSCR : 75.152 AUROC_max_val (%): 85.467 AUROC_real (%): 77.222

Epoch 337/600
157/157 - 4s - loss: 0.5896 - accuracy: 0.9376 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6264479756355286
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 85.508 79.200 85.039 84.081
	Acc: 0.950 OSCR : 68.621 AUROC_max_val (%): 85.508 AUROC_real (%): 70.633

Epoch 338/600
157/157 - 4s - loss: 0.5850 - accuracy: 0.9390 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5402268767356873
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 85.720 78.700 85.654 84.168
	Acc: 0.949 OSCR : 76.644 AUROC_max_val (%): 85.720 AUROC_real (%): 78.871

Epoch 339/600
157/157 - 4s - loss: 0.6109 - accuracy: 0.9343 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5240151286125183
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 84.115 78.150 84.123 81.700
	Acc: 0.957 OSCR : 71.380 AUROC_max_val (%): 84.115 AUROC_real (%): 73.110

Epoch 340/600
157/157 - 4s - loss: 0.6041 - accuracy: 0.9370 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5259576439857483
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 86.055 79.700 86.097 84.087
	Acc: 0.955 OSCR : 73.355 AUROC_max_val (%): 86.055 AUROC_real (%): 75.298

Epoch 341/600
157/157 - 4s - loss: 0.5882 - accuracy: 0.9372 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5521200299263
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 86.204 79.000 86.301 84.199
	Acc: 0.952 OSCR : 71.891 AUROC_max_val (%): 86.204 AUROC_real (%): 74.006

Epoch 342/600
157/157 - 4s - loss: 0.5840 - accuracy: 0.9382 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5764145255088806
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.000 85.458 78.500 85.492 83.850
	Acc: 0.954 OSCR : 70.891 AUROC_max_val (%): 85.458 AUROC_real (%): 72.929

Epoch 343/600
157/157 - 4s - loss: 0.5853 - accuracy: 0.9387 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4750385582447052
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.400 86.471 79.700 86.392 85.421
	Acc: 0.955 OSCR : 74.138 AUROC_max_val (%): 86.471 AUROC_real (%): 76.016

Epoch 344/600
157/157 - 4s - loss: 0.5683 - accuracy: 0.9390 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4812968969345093
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 87.557 81.000 87.794 85.932
	Acc: 0.957 OSCR : 74.101 AUROC_max_val (%): 87.557 AUROC_real (%): 75.929

Epoch 345/600
157/157 - 4s - loss: 0.5674 - accuracy: 0.9398 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5075777769088745
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 86.948 81.100 86.881 85.291
	Acc: 0.956 OSCR : 73.287 AUROC_max_val (%): 86.948 AUROC_real (%): 75.250

Epoch 346/600
157/157 - 4s - loss: 0.5787 - accuracy: 0.9378 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5060994625091553
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 86.161 80.600 85.960 83.915
	Acc: 0.954 OSCR : 76.004 AUROC_max_val (%): 86.161 AUROC_real (%): 77.869

Epoch 347/600
157/157 - 4s - loss: 0.5802 - accuracy: 0.9384 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.49049925804138184
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.700 87.339 81.650 87.348 85.598
	Acc: 0.949 OSCR : 76.616 AUROC_max_val (%): 87.339 AUROC_real (%): 78.491

Epoch 348/600
157/157 - 4s - loss: 0.5850 - accuracy: 0.9386 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5014581084251404
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.000 86.104 79.350 86.392 84.411
	Acc: 0.954 OSCR : 75.137 AUROC_max_val (%): 86.104 AUROC_real (%): 77.110

Epoch 349/600
157/157 - 4s - loss: 0.6007 - accuracy: 0.9365 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5213062167167664
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 87.217 81.050 87.392 85.279
	Acc: 0.954 OSCR : 74.313 AUROC_max_val (%): 87.217 AUROC_real (%): 76.354

Epoch 350/600
157/157 - 4s - loss: 0.5707 - accuracy: 0.9394 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48132020235061646
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.200 88.427 81.950 88.596 86.912
	Acc: 0.957 OSCR : 77.286 AUROC_max_val (%): 88.427 AUROC_real (%): 79.295

Epoch 351/600
157/157 - 4s - loss: 0.5598 - accuracy: 0.9410 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5187235474586487
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 86.104 80.100 85.081 84.330
	Acc: 0.956 OSCR : 75.368 AUROC_max_val (%): 86.104 AUROC_real (%): 77.427

Epoch 352/600
157/157 - 4s - loss: 0.5666 - accuracy: 0.9402 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49931684136390686
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.100 86.771 80.000 86.016 85.725
	Acc: 0.954 OSCR : 76.017 AUROC_max_val (%): 86.771 AUROC_real (%): 78.166

Epoch 353/600
157/157 - 4s - loss: 0.5490 - accuracy: 0.9419 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5208146572113037
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.700 86.828 80.550 86.429 85.297
	Acc: 0.958 OSCR : 76.347 AUROC_max_val (%): 86.828 AUROC_real (%): 78.466

Epoch 354/600
157/157 - 4s - loss: 0.5474 - accuracy: 0.9424 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5377104878425598
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 84.578 79.350 84.018 82.383
	Acc: 0.954 OSCR : 73.812 AUROC_max_val (%): 84.578 AUROC_real (%): 75.911

Epoch 355/600
157/157 - 4s - loss: 0.5632 - accuracy: 0.9399 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5165482759475708
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 86.592 80.750 86.365 84.242
	Acc: 0.955 OSCR : 74.720 AUROC_max_val (%): 86.592 AUROC_real (%): 76.645

Epoch 356/600
157/157 - 4s - loss: 0.5541 - accuracy: 0.9419 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48245835304260254
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 86.745 80.750 85.574 85.486
	Acc: 0.957 OSCR : 76.191 AUROC_max_val (%): 86.745 AUROC_real (%): 78.186

Epoch 357/600
157/157 - 4s - loss: 0.5657 - accuracy: 0.9396 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46976208686828613
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 86.806 80.950 86.374 85.073
	Acc: 0.957 OSCR : 73.970 AUROC_max_val (%): 86.806 AUROC_real (%): 75.771

Epoch 358/600
157/157 - 4s - loss: 0.5579 - accuracy: 0.9423 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4873991012573242
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 85.538 79.400 84.827 83.983
	Acc: 0.951 OSCR : 77.108 AUROC_max_val (%): 85.538 AUROC_real (%): 79.115

Epoch 359/600
157/157 - 4s - loss: 0.5449 - accuracy: 0.9420 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5113770961761475
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 86.751 80.650 86.416 84.961
	Acc: 0.953 OSCR : 76.119 AUROC_max_val (%): 86.751 AUROC_real (%): 78.116

Epoch 360/600
157/157 - 4s - loss: 0.5559 - accuracy: 0.9418 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.47038957476615906
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 86.378 80.300 85.484 85.160
	Acc: 0.955 OSCR : 77.775 AUROC_max_val (%): 86.378 AUROC_real (%): 79.626

Epoch 361/600
157/157 - 4s - loss: 0.5584 - accuracy: 0.9421 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47779563069343567
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 86.386 80.200 85.495 85.295
	Acc: 0.955 OSCR : 76.942 AUROC_max_val (%): 86.386 AUROC_real (%): 78.883

Epoch 362/600
157/157 - 4s - loss: 0.5255 - accuracy: 0.9445 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.46339747309684753
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 84.955 78.700 83.661 84.015
	Acc: 0.958 OSCR : 75.576 AUROC_max_val (%): 84.955 AUROC_real (%): 77.402

Epoch 363/600
157/157 - 4s - loss: 0.5432 - accuracy: 0.9431 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48625072836875916
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 86.592 80.500 86.517 85.009
	Acc: 0.955 OSCR : 76.910 AUROC_max_val (%): 86.592 AUROC_real (%): 78.845

Epoch 364/600
157/157 - 4s - loss: 0.5520 - accuracy: 0.9416 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48362770676612854
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 86.998 80.150 86.974 85.496
	Acc: 0.959 OSCR : 76.279 AUROC_max_val (%): 86.998 AUROC_real (%): 78.287

Epoch 365/600
157/157 - 4s - loss: 0.5340 - accuracy: 0.9426 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4994864761829376
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 86.990 80.750 86.793 85.429
	Acc: 0.953 OSCR : 75.818 AUROC_max_val (%): 86.990 AUROC_real (%): 77.837

Epoch 366/600
157/157 - 4s - loss: 0.5394 - accuracy: 0.9438 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.45744457840919495
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 86.534 80.300 85.959 84.921
	Acc: 0.960 OSCR : 76.421 AUROC_max_val (%): 86.534 AUROC_real (%): 78.221

Epoch 367/600
157/157 - 4s - loss: 0.5365 - accuracy: 0.9424 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5064313411712646
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 85.870 79.250 85.117 84.850
	Acc: 0.957 OSCR : 74.286 AUROC_max_val (%): 85.870 AUROC_real (%): 76.337

Epoch 368/600
157/157 - 4s - loss: 0.5268 - accuracy: 0.9446 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5117615461349487
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 85.848 79.850 85.559 84.431
	Acc: 0.955 OSCR : 73.510 AUROC_max_val (%): 85.848 AUROC_real (%): 75.388

Epoch 369/600
157/157 - 4s - loss: 0.5279 - accuracy: 0.9442 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4889553189277649
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.000 86.082 79.950 85.608 84.543
	Acc: 0.955 OSCR : 76.203 AUROC_max_val (%): 86.082 AUROC_real (%): 78.121

Epoch 370/600
157/157 - 4s - loss: 0.5191 - accuracy: 0.9440 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5050832033157349
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 85.743 79.300 85.008 84.391
	Acc: 0.958 OSCR : 74.555 AUROC_max_val (%): 85.743 AUROC_real (%): 76.507

Epoch 371/600
157/157 - 4s - loss: 0.5253 - accuracy: 0.9438 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5013408064842224
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 85.777 79.350 85.170 84.425
	Acc: 0.958 OSCR : 74.682 AUROC_max_val (%): 85.777 AUROC_real (%): 76.584

Epoch 372/600
157/157 - 4s - loss: 0.5268 - accuracy: 0.9441 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47814229130744934
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 86.484 80.150 85.977 84.904
	Acc: 0.958 OSCR : 76.911 AUROC_max_val (%): 86.484 AUROC_real (%): 78.823

Epoch 373/600
157/157 - 4s - loss: 0.5313 - accuracy: 0.9443 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49077698588371277
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 85.977 79.900 85.234 84.609
	Acc: 0.956 OSCR : 75.888 AUROC_max_val (%): 85.977 AUROC_real (%): 77.804

Epoch 374/600
157/157 - 4s - loss: 0.5237 - accuracy: 0.9431 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48499491810798645
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 85.607 79.350 84.918 84.265
	Acc: 0.957 OSCR : 75.687 AUROC_max_val (%): 85.607 AUROC_real (%): 77.591

Epoch 375/600
157/157 - 4s - loss: 0.5232 - accuracy: 0.9447 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48214051127433777
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.600 86.546 80.350 86.312 84.872
	Acc: 0.955 OSCR : 75.001 AUROC_max_val (%): 86.546 AUROC_real (%): 76.887

Epoch 376/600
157/157 - 4s - loss: 0.5232 - accuracy: 0.9442 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48477762937545776
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 86.643 80.800 86.109 84.923
	Acc: 0.958 OSCR : 75.860 AUROC_max_val (%): 86.643 AUROC_real (%): 77.684

Epoch 377/600
157/157 - 4s - loss: 0.5114 - accuracy: 0.9462 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4704149067401886
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.400 85.978 79.700 85.161 84.501
	Acc: 0.957 OSCR : 74.948 AUROC_max_val (%): 85.978 AUROC_real (%): 76.726

Epoch 378/600
157/157 - 4s - loss: 0.5169 - accuracy: 0.9454 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46272003650665283
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 85.508 79.500 84.595 84.084
	Acc: 0.957 OSCR : 75.549 AUROC_max_val (%): 85.508 AUROC_real (%): 77.313

Epoch 379/600
157/157 - 4s - loss: 0.5424 - accuracy: 0.9422 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.467289537191391
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 86.914 80.800 86.419 85.277
	Acc: 0.957 OSCR : 76.478 AUROC_max_val (%): 86.914 AUROC_real (%): 78.299

Epoch 380/600
157/157 - 4s - loss: 0.5343 - accuracy: 0.9427 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4680553376674652
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 86.347 80.400 85.839 84.704
	Acc: 0.956 OSCR : 76.905 AUROC_max_val (%): 86.347 AUROC_real (%): 78.722

Epoch 381/600
157/157 - 4s - loss: 0.5056 - accuracy: 0.9467 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4670408368110657
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.400 85.992 79.600 85.116 84.541
	Acc: 0.959 OSCR : 76.767 AUROC_max_val (%): 85.992 AUROC_real (%): 78.586

Epoch 382/600
157/157 - 4s - loss: 0.5138 - accuracy: 0.9456 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4686140716075897
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 87.158 80.900 86.679 85.584
	Acc: 0.958 OSCR : 76.827 AUROC_max_val (%): 87.158 AUROC_real (%): 78.634

Epoch 383/600
157/157 - 4s - loss: 0.5017 - accuracy: 0.9460 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47085151076316833
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 86.360 80.800 85.671 85.008
	Acc: 0.956 OSCR : 76.081 AUROC_max_val (%): 86.360 AUROC_real (%): 77.919

Epoch 384/600
157/157 - 4s - loss: 0.5308 - accuracy: 0.9413 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46691423654556274
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.200 86.500 80.250 85.800 85.288
	Acc: 0.955 OSCR : 76.425 AUROC_max_val (%): 86.500 AUROC_real (%): 78.292

Epoch 385/600
157/157 - 4s - loss: 0.5077 - accuracy: 0.9462 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.45569124817848206
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 86.424 80.400 85.765 84.966
	Acc: 0.957 OSCR : 77.179 AUROC_max_val (%): 86.424 AUROC_real (%): 78.988

Epoch 386/600
157/157 - 4s - loss: 0.5051 - accuracy: 0.9471 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4726475775241852
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.700 86.184 80.100 85.544 84.770
	Acc: 0.955 OSCR : 76.843 AUROC_max_val (%): 86.184 AUROC_real (%): 78.731

Epoch 387/600
157/157 - 4s - loss: 0.5185 - accuracy: 0.9456 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4596743583679199
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 86.854 80.500 86.403 85.493
	Acc: 0.956 OSCR : 77.058 AUROC_max_val (%): 86.854 AUROC_real (%): 78.919

Epoch 388/600
157/157 - 4s - loss: 0.5270 - accuracy: 0.9439 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4648010730743408
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.300 86.476 80.300 85.917 85.099
	Acc: 0.955 OSCR : 76.392 AUROC_max_val (%): 86.476 AUROC_real (%): 78.261

Epoch 389/600
157/157 - 4s - loss: 0.5311 - accuracy: 0.9437 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46982190012931824
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.800 86.542 80.150 85.795 85.324
	Acc: 0.957 OSCR : 76.371 AUROC_max_val (%): 86.542 AUROC_real (%): 78.249

Epoch 390/600
157/157 - 4s - loss: 0.5217 - accuracy: 0.9441 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4730167090892792
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 86.402 79.900 85.744 85.033
	Acc: 0.956 OSCR : 75.923 AUROC_max_val (%): 86.402 AUROC_real (%): 77.781

Epoch 391/600
157/157 - 4s - loss: 0.5304 - accuracy: 0.9436 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.470018595457077
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 86.014 79.800 85.273 84.727
	Acc: 0.957 OSCR : 75.819 AUROC_max_val (%): 86.014 AUROC_real (%): 77.658

Epoch 392/600
157/157 - 4s - loss: 0.5026 - accuracy: 0.9470 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4734421670436859
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 85.773 79.400 84.941 84.446
	Acc: 0.957 OSCR : 75.979 AUROC_max_val (%): 85.773 AUROC_real (%): 77.833

Epoch 393/600
157/157 - 4s - loss: 0.5317 - accuracy: 0.9444 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47671642899513245
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 85.969 79.700 85.275 84.604
	Acc: 0.955 OSCR : 76.055 AUROC_max_val (%): 85.969 AUROC_real (%): 77.944

Epoch 394/600
157/157 - 4s - loss: 0.5285 - accuracy: 0.9448 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.481275349855423
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.700 85.883 79.550 85.138 84.505
	Acc: 0.956 OSCR : 75.675 AUROC_max_val (%): 85.883 AUROC_real (%): 77.559

Epoch 395/600
157/157 - 4s - loss: 0.5150 - accuracy: 0.9463 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47589635848999023
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 85.854 79.600 85.086 84.517
	Acc: 0.955 OSCR : 76.021 AUROC_max_val (%): 85.854 AUROC_real (%): 77.912

Epoch 396/600
157/157 - 4s - loss: 0.5223 - accuracy: 0.9441 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47614291310310364
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 85.910 79.650 85.145 84.601
	Acc: 0.955 OSCR : 76.258 AUROC_max_val (%): 85.910 AUROC_real (%): 78.166

Epoch 397/600
157/157 - 4s - loss: 0.5101 - accuracy: 0.9447 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4740956127643585
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.600 85.891 79.550 85.094 84.591
	Acc: 0.955 OSCR : 76.476 AUROC_max_val (%): 85.891 AUROC_real (%): 78.380

Epoch 398/600
157/157 - 4s - loss: 0.5218 - accuracy: 0.9447 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4764176607131958
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.500 85.842 79.550 85.023 84.542
	Acc: 0.955 OSCR : 76.252 AUROC_max_val (%): 85.842 AUROC_real (%): 78.149

Epoch 399/600
157/157 - 4s - loss: 0.5097 - accuracy: 0.9481 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47369298338890076
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 86.031 79.850 85.277 84.725
	Acc: 0.955 OSCR : 76.480 AUROC_max_val (%): 86.031 AUROC_real (%): 78.384

Epoch 400/600
157/157 - 4s - loss: 0.5242 - accuracy: 0.9442 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47415637969970703
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.900 85.884 79.550 85.110 84.558
	Acc: 0.955 OSCR : 76.302 AUROC_max_val (%): 85.884 AUROC_real (%): 78.193

Epoch 401/600
157/157 - 4s - loss: 0.5226 - accuracy: 0.9424 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4773683249950409
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 85.806 79.450 84.992 84.508
	Acc: 0.955 OSCR : 76.054 AUROC_max_val (%): 85.806 AUROC_real (%): 77.950

Epoch 402/600
157/157 - 4s - loss: 0.7837 - accuracy: 0.9181 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.1762241125106812
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 78.917 72.300 78.740 77.414
	Acc: 0.932 OSCR : 62.026 AUROC_max_val (%): 78.917 AUROC_real (%): 65.205

Epoch 403/600
157/157 - 4s - loss: 0.8570 - accuracy: 0.9096 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8459088206291199
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.500 74.488 67.850 74.407 72.946
	Acc: 0.927 OSCR : 68.712 AUROC_max_val (%): 74.488 AUROC_real (%): 71.880

Epoch 404/600
157/157 - 4s - loss: 0.8024 - accuracy: 0.9152 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7800751328468323
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.400 80.211 73.750 80.719 77.916
	Acc: 0.939 OSCR : 65.953 AUROC_max_val (%): 80.211 AUROC_real (%): 68.478

Epoch 405/600
157/157 - 4s - loss: 0.8340 - accuracy: 0.9126 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8733226656913757
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.300 74.264 68.500 74.491 71.656
	Acc: 0.922 OSCR : 66.050 AUROC_max_val (%): 74.264 AUROC_real (%): 69.066

Epoch 406/600
157/157 - 4s - loss: 0.8383 - accuracy: 0.9122 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6169165968894958
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 86.677 79.600 87.722 84.532
	Acc: 0.943 OSCR : 73.974 AUROC_max_val (%): 86.677 AUROC_real (%): 76.525

Epoch 407/600
157/157 - 4s - loss: 0.8306 - accuracy: 0.9128 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6822676658630371
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 85.759 78.950 86.303 83.470
	Acc: 0.942 OSCR : 71.154 AUROC_max_val (%): 85.759 AUROC_real (%): 73.616

Epoch 408/600
157/157 - 4s - loss: 0.8494 - accuracy: 0.9090 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.2073262929916382
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 83.037 75.400 84.625 80.472
	Acc: 0.926 OSCR : 61.395 AUROC_max_val (%): 83.037 AUROC_real (%): 64.649

Epoch 409/600
157/157 - 4s - loss: 0.8430 - accuracy: 0.9110 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6992126703262329
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 80.487 74.600 79.269 79.096
	Acc: 0.933 OSCR : 70.513 AUROC_max_val (%): 80.487 AUROC_real (%): 73.110

Epoch 410/600
157/157 - 4s - loss: 0.8128 - accuracy: 0.9138 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6185621619224548
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 83.822 77.750 84.266 81.907
	Acc: 0.946 OSCR : 71.887 AUROC_max_val (%): 83.822 AUROC_real (%): 74.061

Epoch 411/600
157/157 - 4s - loss: 0.8043 - accuracy: 0.9153 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.028197169303894
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.600 78.729 72.400 80.330 75.035
	Acc: 0.924 OSCR : 57.128 AUROC_max_val (%): 78.729 AUROC_real (%): 59.887

Epoch 412/600
157/157 - 4s - loss: 0.8263 - accuracy: 0.9128 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5546004772186279
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 85.934 78.100 86.063 85.142
	Acc: 0.938 OSCR : 77.632 AUROC_max_val (%): 85.934 AUROC_real (%): 80.325

Epoch 413/600
157/157 - 4s - loss: 0.8238 - accuracy: 0.9131 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6313630938529968
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 83.721 76.650 83.339 81.579
	Acc: 0.935 OSCR : 77.437 AUROC_max_val (%): 83.721 AUROC_real (%): 80.109

Epoch 414/600
157/157 - 4s - loss: 0.8084 - accuracy: 0.9133 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7363245487213135
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 84.584 78.250 84.783 82.378
	Acc: 0.929 OSCR : 73.813 AUROC_max_val (%): 84.584 AUROC_real (%): 76.939

Epoch 415/600
157/157 - 4s - loss: 0.8162 - accuracy: 0.9130 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5521209239959717
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 86.463 80.100 87.124 84.222
	Acc: 0.956 OSCR : 77.559 AUROC_max_val (%): 86.463 AUROC_real (%): 79.944

Epoch 416/600
157/157 - 4s - loss: 0.8105 - accuracy: 0.9148 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8180552124977112
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 85.235 78.950 86.287 82.645
	Acc: 0.921 OSCR : 74.391 AUROC_max_val (%): 85.235 AUROC_real (%): 77.859

Epoch 417/600
157/157 - 4s - loss: 0.8266 - accuracy: 0.9154 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9470664858818054
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.700 81.309 74.250 83.306 78.362
	Acc: 0.924 OSCR : 63.523 AUROC_max_val (%): 81.309 AUROC_real (%): 66.746

Epoch 418/600
157/157 - 4s - loss: 0.8456 - accuracy: 0.9109 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9052609801292419
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 85.834 78.550 86.824 82.941
	Acc: 0.937 OSCR : 65.276 AUROC_max_val (%): 85.834 AUROC_real (%): 68.280

Epoch 419/600
157/157 - 4s - loss: 0.8071 - accuracy: 0.9147 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9155929088592529
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.500 78.244 72.800 76.246 76.763
	Acc: 0.928 OSCR : 68.826 AUROC_max_val (%): 78.244 AUROC_real (%): 71.788

Epoch 420/600
157/157 - 4s - loss: 0.7805 - accuracy: 0.9183 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8954678773880005
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 82.429 75.400 82.900 80.366
	Acc: 0.929 OSCR : 66.983 AUROC_max_val (%): 82.429 AUROC_real (%): 70.401

Epoch 421/600
157/157 - 4s - loss: 0.7930 - accuracy: 0.9161 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7303528189659119
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.200 77.747 72.550 77.195 75.355
	Acc: 0.933 OSCR : 65.756 AUROC_max_val (%): 77.747 AUROC_real (%): 68.052

Epoch 422/600
157/157 - 4s - loss: 0.7778 - accuracy: 0.9180 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7466551065444946
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 83.383 76.350 84.578 80.495
	Acc: 0.937 OSCR : 66.275 AUROC_max_val (%): 83.383 AUROC_real (%): 68.549

Epoch 423/600
157/157 - 4s - loss: 0.7931 - accuracy: 0.9167 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5796794295310974
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 87.178 80.900 88.630 83.705
	Acc: 0.937 OSCR : 78.261 AUROC_max_val (%): 87.178 AUROC_real (%): 80.650

Epoch 424/600
157/157 - 4s - loss: 0.7917 - accuracy: 0.9146 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6214158535003662
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 84.399 77.600 84.723 82.473
	Acc: 0.944 OSCR : 74.759 AUROC_max_val (%): 84.399 AUROC_real (%): 77.335

Epoch 425/600
157/157 - 4s - loss: 0.7948 - accuracy: 0.9144 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6124516725540161
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 84.070 78.050 83.972 82.111
	Acc: 0.944 OSCR : 75.818 AUROC_max_val (%): 84.070 AUROC_real (%): 78.286

Epoch 426/600
157/157 - 4s - loss: 0.7872 - accuracy: 0.9158 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6416481733322144
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.300 86.806 79.600 87.226 84.953
	Acc: 0.947 OSCR : 68.410 AUROC_max_val (%): 86.806 AUROC_real (%): 70.703

Epoch 427/600
157/157 - 4s - loss: 0.7751 - accuracy: 0.9194 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6223694086074829
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 84.657 77.350 85.376 82.662
	Acc: 0.942 OSCR : 71.495 AUROC_max_val (%): 84.657 AUROC_real (%): 74.061

Epoch 428/600
157/157 - 4s - loss: 0.7836 - accuracy: 0.9150 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6121104955673218
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 85.324 79.350 86.555 82.766
	Acc: 0.943 OSCR : 73.673 AUROC_max_val (%): 85.324 AUROC_real (%): 75.910

Epoch 429/600
157/157 - 4s - loss: 0.7709 - accuracy: 0.9188 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7110607624053955
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 79.673 74.150 79.490 77.746
	Acc: 0.933 OSCR : 67.614 AUROC_max_val (%): 79.673 AUROC_real (%): 70.343

Epoch 430/600
157/157 - 4s - loss: 0.7793 - accuracy: 0.9181 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6181186437606812
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 84.669 78.450 85.580 82.008
	Acc: 0.951 OSCR : 73.139 AUROC_max_val (%): 84.669 AUROC_real (%): 75.267

Epoch 431/600
157/157 - 4s - loss: 0.7731 - accuracy: 0.9180 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7342120409011841
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 83.029 76.050 83.988 81.041
	Acc: 0.940 OSCR : 68.743 AUROC_max_val (%): 83.029 AUROC_real (%): 71.293

Epoch 432/600
157/157 - 4s - loss: 0.7832 - accuracy: 0.9180 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6817387938499451
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 83.007 75.900 82.876 80.776
	Acc: 0.934 OSCR : 72.789 AUROC_max_val (%): 83.007 AUROC_real (%): 75.391

Epoch 433/600
157/157 - 4s - loss: 0.7528 - accuracy: 0.9202 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6741067171096802
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 83.519 77.050 83.290 81.180
	Acc: 0.941 OSCR : 72.755 AUROC_max_val (%): 83.519 AUROC_real (%): 75.329

Epoch 434/600
157/157 - 4s - loss: 0.7903 - accuracy: 0.9166 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6015005111694336
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 81.254 74.550 80.663 79.770
	Acc: 0.940 OSCR : 73.441 AUROC_max_val (%): 81.254 AUROC_real (%): 75.826

Epoch 435/600
157/157 - 4s - loss: 0.7716 - accuracy: 0.9194 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7893301844596863
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.200 76.926 69.950 76.098 75.144
	Acc: 0.935 OSCR : 67.332 AUROC_max_val (%): 76.926 AUROC_real (%): 70.197

Epoch 436/600
157/157 - 4s - loss: 0.7707 - accuracy: 0.9191 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9621427059173584
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.800 80.024 74.100 79.496 77.394
	Acc: 0.933 OSCR : 66.222 AUROC_max_val (%): 80.024 AUROC_real (%): 69.299

Epoch 437/600
157/157 - 4s - loss: 0.7639 - accuracy: 0.9208 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6743212342262268
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 82.246 75.050 80.616 80.738
	Acc: 0.939 OSCR : 72.459 AUROC_max_val (%): 82.246 AUROC_real (%): 75.180

Epoch 438/600
157/157 - 4s - loss: 0.7662 - accuracy: 0.9209 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8067212104797363
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 77.591 71.200 76.114 75.915
	Acc: 0.938 OSCR : 67.222 AUROC_max_val (%): 77.591 AUROC_real (%): 70.042

Epoch 439/600
157/157 - 4s - loss: 0.7534 - accuracy: 0.9206 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5685243010520935
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 87.189 80.750 88.068 84.955
	Acc: 0.946 OSCR : 72.739 AUROC_max_val (%): 87.189 AUROC_real (%): 74.919

Epoch 440/600
157/157 - 4s - loss: 0.7407 - accuracy: 0.9202 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6862452626228333
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 80.348 74.450 78.550 78.639
	Acc: 0.939 OSCR : 68.458 AUROC_max_val (%): 80.348 AUROC_real (%): 70.785

Epoch 441/600
157/157 - 4s - loss: 0.7490 - accuracy: 0.9212 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6607575416564941
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 83.498 76.500 83.403 82.610
	Acc: 0.939 OSCR : 74.945 AUROC_max_val (%): 83.498 AUROC_real (%): 77.753

Epoch 442/600
157/157 - 4s - loss: 0.7565 - accuracy: 0.9202 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6743032336235046
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 83.169 76.850 82.695 80.847
	Acc: 0.949 OSCR : 72.908 AUROC_max_val (%): 83.169 AUROC_real (%): 75.389

Epoch 443/600
157/157 - 4s - loss: 0.7359 - accuracy: 0.9235 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6366449594497681
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 85.289 78.050 86.206 82.964
	Acc: 0.941 OSCR : 73.538 AUROC_max_val (%): 85.289 AUROC_real (%): 76.063

Epoch 444/600
157/157 - 4s - loss: 0.7356 - accuracy: 0.9217 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.673095166683197
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.000 85.431 78.100 85.437 84.202
	Acc: 0.947 OSCR : 70.707 AUROC_max_val (%): 85.431 AUROC_real (%): 73.145

Epoch 445/600
157/157 - 4s - loss: 0.7718 - accuracy: 0.9185 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6417837738990784
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.500 84.938 77.850 85.073 83.108
	Acc: 0.942 OSCR : 75.888 AUROC_max_val (%): 84.938 AUROC_real (%): 78.762

Epoch 446/600
157/157 - 4s - loss: 0.7267 - accuracy: 0.9230 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6898585557937622
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.800 81.519 75.450 78.768 81.141
	Acc: 0.940 OSCR : 74.684 AUROC_max_val (%): 81.519 AUROC_real (%): 77.485

Epoch 447/600
157/157 - 4s - loss: 0.7325 - accuracy: 0.9226 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6704739928245544
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 83.511 77.550 81.856 82.001
	Acc: 0.946 OSCR : 73.107 AUROC_max_val (%): 83.511 AUROC_real (%): 75.481

Epoch 448/600
157/157 - 4s - loss: 0.7257 - accuracy: 0.9233 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6918041706085205
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.300 87.368 80.100 87.651 85.609
	Acc: 0.941 OSCR : 69.165 AUROC_max_val (%): 87.368 AUROC_real (%): 71.869

Epoch 449/600
157/157 - 4s - loss: 0.7291 - accuracy: 0.9215 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.9417166709899902
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 83.719 76.650 83.967 82.721
	Acc: 0.934 OSCR : 65.459 AUROC_max_val (%): 83.719 AUROC_real (%): 68.455

Epoch 450/600
157/157 - 4s - loss: 0.7383 - accuracy: 0.9227 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6407632231712341
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.900 88.353 80.900 89.123 86.419
	Acc: 0.942 OSCR : 76.608 AUROC_max_val (%): 88.353 AUROC_real (%): 79.417

Epoch 451/600
157/157 - 4s - loss: 0.7497 - accuracy: 0.9214 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6180716753005981
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 83.191 76.200 82.381 81.608
	Acc: 0.944 OSCR : 74.645 AUROC_max_val (%): 83.191 AUROC_real (%): 77.266

Epoch 452/600
157/157 - 4s - loss: 0.7109 - accuracy: 0.9255 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6607640981674194
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 83.561 76.400 83.889 80.597
	Acc: 0.936 OSCR : 73.212 AUROC_max_val (%): 83.561 AUROC_real (%): 75.853

Epoch 453/600
157/157 - 4s - loss: 0.7409 - accuracy: 0.9215 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7884904146194458
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.800 79.961 73.700 79.289 77.965
	Acc: 0.934 OSCR : 69.719 AUROC_max_val (%): 79.961 AUROC_real (%): 72.779

Epoch 454/600
157/157 - 4s - loss: 0.7215 - accuracy: 0.9241 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7724307775497437
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 83.101 76.900 83.910 80.586
	Acc: 0.940 OSCR : 64.309 AUROC_max_val (%): 83.101 AUROC_real (%): 66.692

Epoch 455/600
157/157 - 4s - loss: 0.7097 - accuracy: 0.9261 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7373570799827576
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 80.150 73.000 81.046 77.331
	Acc: 0.936 OSCR : 68.737 AUROC_max_val (%): 80.150 AUROC_real (%): 71.466

Epoch 456/600
157/157 - 4s - loss: 0.7154 - accuracy: 0.9240 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6274597644805908
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 84.182 77.400 84.071 82.056
	Acc: 0.948 OSCR : 68.715 AUROC_max_val (%): 84.182 AUROC_real (%): 71.041

Epoch 457/600
157/157 - 4s - loss: 0.7090 - accuracy: 0.9247 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6380565762519836
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.600 80.902 74.450 81.705 77.892
	Acc: 0.942 OSCR : 69.411 AUROC_max_val (%): 80.902 AUROC_real (%): 71.426

Epoch 458/600
157/157 - 4s - loss: 0.7055 - accuracy: 0.9252 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.7823094129562378
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.500 83.870 77.400 84.866 81.437
	Acc: 0.935 OSCR : 69.704 AUROC_max_val (%): 83.870 AUROC_real (%): 72.379

Epoch 459/600
157/157 - 4s - loss: 0.7160 - accuracy: 0.9249 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.723811686038971
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.400 78.222 71.950 76.947 77.374
	Acc: 0.933 OSCR : 70.076 AUROC_max_val (%): 78.222 AUROC_real (%): 72.795

Epoch 460/600
157/157 - 4s - loss: 0.6932 - accuracy: 0.9263 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6217027902603149
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.600 83.212 77.050 84.095 80.600
	Acc: 0.945 OSCR : 71.556 AUROC_max_val (%): 83.212 AUROC_real (%): 73.705

Epoch 461/600
157/157 - 4s - loss: 0.6948 - accuracy: 0.9259 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5416790843009949
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 83.779 78.100 83.024 82.655
	Acc: 0.947 OSCR : 70.951 AUROC_max_val (%): 83.779 AUROC_real (%): 72.915

Epoch 462/600
157/157 - 4s - loss: 0.7095 - accuracy: 0.9240 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6692904829978943
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 86.093 79.600 87.372 82.436
	Acc: 0.945 OSCR : 68.084 AUROC_max_val (%): 86.093 AUROC_real (%): 70.152

Epoch 463/600
157/157 - 4s - loss: 0.7047 - accuracy: 0.9242 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5027431845664978
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 85.641 77.900 86.957 84.047
	Acc: 0.951 OSCR : 75.129 AUROC_max_val (%): 85.641 AUROC_real (%): 77.344

Epoch 464/600
157/157 - 4s - loss: 0.6948 - accuracy: 0.9283 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6619367599487305
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 81.172 75.450 78.827 80.235
	Acc: 0.939 OSCR : 70.244 AUROC_max_val (%): 81.172 AUROC_real (%): 72.682

Epoch 465/600
157/157 - 4s - loss: 0.7043 - accuracy: 0.9244 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6764167547225952
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.900 76.518 70.950 75.733 73.670
	Acc: 0.943 OSCR : 66.306 AUROC_max_val (%): 76.518 AUROC_real (%): 68.367

Epoch 466/600
157/157 - 4s - loss: 0.6831 - accuracy: 0.9285 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5837587714195251
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 82.655 76.350 82.062 81.375
	Acc: 0.950 OSCR : 70.186 AUROC_max_val (%): 82.655 AUROC_real (%): 72.239

Epoch 467/600
157/157 - 4s - loss: 0.6802 - accuracy: 0.9280 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6371193528175354
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 84.691 77.600 85.901 82.735
	Acc: 0.939 OSCR : 69.174 AUROC_max_val (%): 84.691 AUROC_real (%): 71.486

Epoch 468/600
157/157 - 4s - loss: 0.6716 - accuracy: 0.9303 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4940057396888733
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.400 85.923 79.100 85.365 84.708
	Acc: 0.952 OSCR : 79.161 AUROC_max_val (%): 85.923 AUROC_real (%): 81.344

Epoch 469/600
157/157 - 4s - loss: 0.7021 - accuracy: 0.9261 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6015165448188782
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 80.940 74.850 79.443 79.930
	Acc: 0.953 OSCR : 70.436 AUROC_max_val (%): 80.940 AUROC_real (%): 72.662

Epoch 470/600
157/157 - 4s - loss: 0.6672 - accuracy: 0.9305 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5424573421478271
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 85.233 78.600 85.466 83.482
	Acc: 0.947 OSCR : 73.932 AUROC_max_val (%): 85.233 AUROC_real (%): 76.012

Epoch 471/600
157/157 - 4s - loss: 0.6768 - accuracy: 0.9291 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5343961119651794
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.600 86.842 80.100 86.936 84.719
	Acc: 0.952 OSCR : 78.034 AUROC_max_val (%): 86.842 AUROC_real (%): 80.271

Epoch 472/600
157/157 - 4s - loss: 0.6781 - accuracy: 0.9283 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5525542497634888
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 81.966 75.450 81.549 79.999
	Acc: 0.950 OSCR : 72.802 AUROC_max_val (%): 81.966 AUROC_real (%): 74.889

Epoch 473/600
157/157 - 4s - loss: 0.6722 - accuracy: 0.9295 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5742715001106262
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 82.941 75.950 82.854 81.111
	Acc: 0.950 OSCR : 72.491 AUROC_max_val (%): 82.941 AUROC_real (%): 74.662

Epoch 474/600
157/157 - 4s - loss: 0.6655 - accuracy: 0.9299 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6167240142822266
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 82.065 75.950 80.008 80.978
	Acc: 0.944 OSCR : 69.712 AUROC_max_val (%): 82.065 AUROC_real (%): 71.761

Epoch 475/600
157/157 - 4s - loss: 0.6636 - accuracy: 0.9306 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4972517788410187
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 88.142 81.200 88.766 86.254
	Acc: 0.958 OSCR : 73.813 AUROC_max_val (%): 88.142 AUROC_real (%): 75.668

Epoch 476/600
157/157 - 4s - loss: 0.6640 - accuracy: 0.9288 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5800826549530029
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 84.516 77.350 85.488 82.115
	Acc: 0.950 OSCR : 73.716 AUROC_max_val (%): 84.516 AUROC_real (%): 75.908

Epoch 477/600
157/157 - 4s - loss: 0.6644 - accuracy: 0.9290 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4717623293399811
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 85.612 79.100 85.455 83.397
	Acc: 0.954 OSCR : 76.460 AUROC_max_val (%): 85.612 AUROC_real (%): 78.307

Epoch 478/600
157/157 - 4s - loss: 0.6548 - accuracy: 0.9294 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5701557993888855
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 84.050 76.650 83.154 83.354
	Acc: 0.952 OSCR : 77.172 AUROC_max_val (%): 84.050 AUROC_real (%): 79.661

Epoch 479/600
157/157 - 4s - loss: 0.6413 - accuracy: 0.9336 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5597874522209167
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 85.912 78.250 85.589 84.972
	Acc: 0.956 OSCR : 71.148 AUROC_max_val (%): 85.912 AUROC_real (%): 73.212

Epoch 480/600
157/157 - 4s - loss: 0.6589 - accuracy: 0.9281 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.8533884286880493
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.500 77.364 70.350 76.973 75.674
	Acc: 0.926 OSCR : 62.547 AUROC_max_val (%): 77.364 AUROC_real (%): 65.442

Epoch 481/600
157/157 - 4s - loss: 0.6448 - accuracy: 0.9313 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6110790371894836
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 86.102 78.900 86.130 84.101
	Acc: 0.943 OSCR : 73.232 AUROC_max_val (%): 86.102 AUROC_real (%): 75.665

Epoch 482/600
157/157 - 4s - loss: 0.6484 - accuracy: 0.9303 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5377895832061768
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 85.317 78.950 85.131 83.451
	Acc: 0.951 OSCR : 77.507 AUROC_max_val (%): 85.317 AUROC_real (%): 79.765

Epoch 483/600
157/157 - 4s - loss: 0.6232 - accuracy: 0.9351 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6332492828369141
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 85.624 78.350 85.715 84.314
	Acc: 0.956 OSCR : 70.524 AUROC_max_val (%): 85.624 AUROC_real (%): 72.918

Epoch 484/600
157/157 - 4s - loss: 0.6486 - accuracy: 0.9309 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5355830788612366
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 86.140 79.800 86.035 84.418
	Acc: 0.953 OSCR : 73.547 AUROC_max_val (%): 86.140 AUROC_real (%): 75.598

Epoch 485/600
157/157 - 4s - loss: 0.6448 - accuracy: 0.9309 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5751416683197021
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 85.190 79.050 85.782 82.221
	Acc: 0.950 OSCR : 74.992 AUROC_max_val (%): 85.190 AUROC_real (%): 77.301

Epoch 486/600
157/157 - 4s - loss: 0.6510 - accuracy: 0.9323 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5306694507598877
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.300 84.730 78.550 85.012 82.779
	Acc: 0.953 OSCR : 73.880 AUROC_max_val (%): 84.730 AUROC_real (%): 75.850

Epoch 487/600
157/157 - 4s - loss: 0.6196 - accuracy: 0.9354 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6918969750404358
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 82.646 76.300 80.211 82.215
	Acc: 0.948 OSCR : 70.216 AUROC_max_val (%): 82.646 AUROC_real (%): 72.608

Epoch 488/600
157/157 - 4s - loss: 0.6332 - accuracy: 0.9333 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5538313388824463
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 85.606 79.550 86.335 82.830
	Acc: 0.948 OSCR : 70.893 AUROC_max_val (%): 85.606 AUROC_real (%): 72.798

Epoch 489/600
157/157 - 4s - loss: 0.6578 - accuracy: 0.9312 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6236888766288757
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 83.380 76.450 83.287 81.515
	Acc: 0.944 OSCR : 76.172 AUROC_max_val (%): 83.380 AUROC_real (%): 78.768

Epoch 490/600
157/157 - 4s - loss: 0.6157 - accuracy: 0.9352 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.508991539478302
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.100 87.671 80.800 88.125 85.978
	Acc: 0.958 OSCR : 75.837 AUROC_max_val (%): 87.671 AUROC_real (%): 78.015

Epoch 491/600
157/157 - 4s - loss: 0.6133 - accuracy: 0.9353 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6884821057319641
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.700 83.139 76.700 82.164 80.972
	Acc: 0.950 OSCR : 70.196 AUROC_max_val (%): 83.139 AUROC_real (%): 72.265

Epoch 492/600
157/157 - 4s - loss: 0.6176 - accuracy: 0.9353 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5601067543029785
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.500 83.785 77.150 83.677 82.077
	Acc: 0.945 OSCR : 74.918 AUROC_max_val (%): 83.785 AUROC_real (%): 77.151

Epoch 493/600
157/157 - 4s - loss: 0.6236 - accuracy: 0.9359 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6031848192214966
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 84.755 78.550 83.382 84.010
	Acc: 0.943 OSCR : 76.369 AUROC_max_val (%): 84.755 AUROC_real (%): 78.976

Epoch 494/600
157/157 - 4s - loss: 0.6248 - accuracy: 0.9315 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6209608912467957
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.300 84.377 78.400 83.100 82.932
	Acc: 0.944 OSCR : 73.829 AUROC_max_val (%): 84.377 AUROC_real (%): 76.441

Epoch 495/600
157/157 - 4s - loss: 0.6198 - accuracy: 0.9353 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6734736561775208
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 82.129 75.950 81.838 80.024
	Acc: 0.944 OSCR : 67.782 AUROC_max_val (%): 82.129 AUROC_real (%): 70.067

Epoch 496/600
157/157 - 4s - loss: 0.6245 - accuracy: 0.9324 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5601245164871216
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 83.971 78.000 82.777 82.288
	Acc: 0.952 OSCR : 73.429 AUROC_max_val (%): 83.971 AUROC_real (%): 75.607

Epoch 497/600
157/157 - 4s - loss: 0.5963 - accuracy: 0.9372 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6888689398765564
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 81.928 75.150 80.770 80.914
	Acc: 0.948 OSCR : 67.649 AUROC_max_val (%): 81.928 AUROC_real (%): 69.983

Epoch 498/600
157/157 - 4s - loss: 0.6154 - accuracy: 0.9346 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5620899200439453
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 85.760 79.150 85.364 83.944
	Acc: 0.953 OSCR : 74.806 AUROC_max_val (%): 85.760 AUROC_real (%): 76.963

Epoch 499/600
157/157 - 4s - loss: 0.5875 - accuracy: 0.9372 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6470272541046143
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 84.071 77.700 83.213 82.623
	Acc: 0.949 OSCR : 71.787 AUROC_max_val (%): 84.071 AUROC_real (%): 73.930

Epoch 500/600
157/157 - 4s - loss: 0.6038 - accuracy: 0.9355 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5385476350784302
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 86.461 80.600 86.578 84.676
	Acc: 0.951 OSCR : 73.318 AUROC_max_val (%): 86.461 AUROC_real (%): 75.368

Epoch 501/600
157/157 - 4s - loss: 0.5980 - accuracy: 0.9369 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5137819647789001
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 84.119 77.000 83.238 82.804
	Acc: 0.949 OSCR : 73.656 AUROC_max_val (%): 84.119 AUROC_real (%): 75.781

Epoch 502/600
157/157 - 4s - loss: 0.6152 - accuracy: 0.9355 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5887140035629272
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.500 83.487 76.400 81.586 82.438
	Acc: 0.946 OSCR : 74.477 AUROC_max_val (%): 83.487 AUROC_real (%): 76.742

Epoch 503/600
157/157 - 4s - loss: 0.5990 - accuracy: 0.9359 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5032776594161987
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 85.473 79.850 84.902 83.262
	Acc: 0.953 OSCR : 75.819 AUROC_max_val (%): 85.473 AUROC_real (%): 77.875

Epoch 504/600
157/157 - 4s - loss: 0.6093 - accuracy: 0.9348 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48533791303634644
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.200 87.590 80.650 88.083 85.852
	Acc: 0.956 OSCR : 76.532 AUROC_max_val (%): 87.590 AUROC_real (%): 78.640

Epoch 505/600
157/157 - 4s - loss: 0.5955 - accuracy: 0.9370 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5034677386283875
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.900 86.990 80.200 85.985 86.650
	Acc: 0.955 OSCR : 76.008 AUROC_max_val (%): 86.990 AUROC_real (%): 78.054

Epoch 506/600
157/157 - 4s - loss: 0.5872 - accuracy: 0.9377 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5312650203704834
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 86.647 80.250 86.369 84.763
	Acc: 0.954 OSCR : 71.956 AUROC_max_val (%): 86.647 AUROC_real (%): 73.970

Epoch 507/600
157/157 - 4s - loss: 0.5860 - accuracy: 0.9375 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5727663636207581
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 87.917 81.050 88.305 86.608
	Acc: 0.951 OSCR : 75.080 AUROC_max_val (%): 87.917 AUROC_real (%): 77.402

Epoch 508/600
157/157 - 4s - loss: 0.5921 - accuracy: 0.9374 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6145628094673157
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 82.534 76.200 80.494 81.800
	Acc: 0.940 OSCR : 73.285 AUROC_max_val (%): 82.534 AUROC_real (%): 75.576

Epoch 509/600
157/157 - 4s - loss: 0.5742 - accuracy: 0.9383 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4742109179496765
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.000 84.403 77.800 83.818 83.341
	Acc: 0.955 OSCR : 76.649 AUROC_max_val (%): 84.403 AUROC_real (%): 78.672

Epoch 510/600
157/157 - 4s - loss: 0.5784 - accuracy: 0.9388 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5648766756057739
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.400 79.000 73.200 75.946 78.283
	Acc: 0.951 OSCR : 73.086 AUROC_max_val (%): 79.000 AUROC_real (%): 75.093

Epoch 511/600
157/157 - 4s - loss: 0.5581 - accuracy: 0.9393 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4913458228111267
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 86.742 80.350 86.419 85.598
	Acc: 0.962 OSCR : 73.821 AUROC_max_val (%): 86.742 AUROC_real (%): 75.680

Epoch 512/600
157/157 - 4s - loss: 0.5577 - accuracy: 0.9401 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49324294924736023
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 83.579 77.300 82.109 81.868
	Acc: 0.955 OSCR : 71.646 AUROC_max_val (%): 83.579 AUROC_real (%): 73.388

Epoch 513/600
157/157 - 4s - loss: 0.5694 - accuracy: 0.9396 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5007623434066772
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 87.380 80.550 87.382 85.862
	Acc: 0.952 OSCR : 76.557 AUROC_max_val (%): 87.380 AUROC_real (%): 78.643

Epoch 514/600
157/157 - 4s - loss: 0.5680 - accuracy: 0.9409 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5150707364082336
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 87.825 81.150 88.269 86.331
	Acc: 0.958 OSCR : 69.604 AUROC_max_val (%): 87.825 AUROC_real (%): 71.569

Epoch 515/600
157/157 - 4s - loss: 0.5723 - accuracy: 0.9394 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.527116060256958
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 84.813 78.150 83.766 83.333
	Acc: 0.949 OSCR : 70.951 AUROC_max_val (%): 84.813 AUROC_real (%): 72.961

Epoch 516/600
157/157 - 4s - loss: 0.5553 - accuracy: 0.9416 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49123650789260864
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.400 83.617 77.250 82.027 82.829
	Acc: 0.956 OSCR : 73.777 AUROC_max_val (%): 83.617 AUROC_real (%): 75.618

Epoch 517/600
157/157 - 4s - loss: 0.5426 - accuracy: 0.9419 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4706689417362213
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 85.299 79.050 83.315 84.318
	Acc: 0.964 OSCR : 76.290 AUROC_max_val (%): 85.299 AUROC_real (%): 78.138

Epoch 518/600
157/157 - 4s - loss: 0.5509 - accuracy: 0.9421 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5204803943634033
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 85.921 79.200 85.427 84.562
	Acc: 0.950 OSCR : 77.610 AUROC_max_val (%): 85.921 AUROC_real (%): 79.770

Epoch 519/600
157/157 - 4s - loss: 0.5390 - accuracy: 0.9431 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.6866521239280701
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 86.302 79.850 86.307 84.820
	Acc: 0.944 OSCR : 72.290 AUROC_max_val (%): 86.302 AUROC_real (%): 74.973

Epoch 520/600
157/157 - 4s - loss: 0.5565 - accuracy: 0.9410 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49867698550224304
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.800 86.093 78.650 85.609 85.302
	Acc: 0.949 OSCR : 75.330 AUROC_max_val (%): 86.093 AUROC_real (%): 77.551

Epoch 521/600
157/157 - 4s - loss: 0.5496 - accuracy: 0.9413 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5014454126358032
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 82.788 75.700 82.447 81.351
	Acc: 0.955 OSCR : 71.020 AUROC_max_val (%): 82.788 AUROC_real (%): 72.920

Epoch 522/600
157/157 - 4s - loss: 0.5462 - accuracy: 0.9424 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5210954546928406
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.500 85.309 78.650 85.649 83.821
	Acc: 0.953 OSCR : 75.363 AUROC_max_val (%): 85.309 AUROC_real (%): 77.611

Epoch 523/600
157/157 - 4s - loss: 0.5590 - accuracy: 0.9397 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49703317880630493
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 84.830 78.750 84.505 82.897
	Acc: 0.955 OSCR : 74.883 AUROC_max_val (%): 84.830 AUROC_real (%): 76.767

Epoch 524/600
157/157 - 4s - loss: 0.5561 - accuracy: 0.9409 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5027452111244202
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 86.774 79.600 87.154 85.221
	Acc: 0.958 OSCR : 70.191 AUROC_max_val (%): 86.774 AUROC_real (%): 72.080

Epoch 525/600
157/157 - 4s - loss: 0.5481 - accuracy: 0.9423 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5058727860450745
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 85.160 78.250 83.787 84.475
	Acc: 0.953 OSCR : 73.376 AUROC_max_val (%): 85.160 AUROC_real (%): 75.516

Epoch 526/600
157/157 - 4s - loss: 0.5474 - accuracy: 0.9424 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5404659509658813
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.600 86.441 80.100 86.188 85.453
	Acc: 0.946 OSCR : 77.021 AUROC_max_val (%): 86.441 AUROC_real (%): 79.312

Epoch 527/600
157/157 - 4s - loss: 0.5428 - accuracy: 0.9410 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5338670015335083
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 83.385 77.300 81.969 81.760
	Acc: 0.951 OSCR : 70.857 AUROC_max_val (%): 83.385 AUROC_real (%): 72.803

Epoch 528/600
157/157 - 4s - loss: 0.5351 - accuracy: 0.9433 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5600316524505615
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 86.191 79.850 85.316 85.349
	Acc: 0.949 OSCR : 74.049 AUROC_max_val (%): 86.191 AUROC_real (%): 76.364

Epoch 529/600
157/157 - 4s - loss: 0.5424 - accuracy: 0.9423 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5378697514533997
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.500 84.857 78.450 84.229 82.942
	Acc: 0.949 OSCR : 75.109 AUROC_max_val (%): 84.857 AUROC_real (%): 77.204

Epoch 530/600
157/157 - 4s - loss: 0.5203 - accuracy: 0.9449 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4884020984172821
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 84.938 78.150 84.530 83.723
	Acc: 0.953 OSCR : 73.477 AUROC_max_val (%): 84.938 AUROC_real (%): 75.354

Epoch 531/600
157/157 - 4s - loss: 0.5335 - accuracy: 0.9431 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.5073079466819763
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 86.944 79.800 86.910 85.434
	Acc: 0.954 OSCR : 72.561 AUROC_max_val (%): 86.944 AUROC_real (%): 74.500

Epoch 532/600
157/157 - 4s - loss: 0.5167 - accuracy: 0.9439 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4938805401325226
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 86.007 79.250 85.180 84.354
	Acc: 0.958 OSCR : 74.865 AUROC_max_val (%): 86.007 AUROC_real (%): 76.762

Epoch 533/600
157/157 - 4s - loss: 0.5144 - accuracy: 0.9452 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4828704595565796
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 84.321 78.050 83.818 82.731
	Acc: 0.954 OSCR : 73.518 AUROC_max_val (%): 84.321 AUROC_real (%): 75.383

Epoch 534/600
157/157 - 4s - loss: 0.5154 - accuracy: 0.9460 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.41482269763946533
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 87.847 81.750 88.154 86.425
	Acc: 0.961 OSCR : 75.180 AUROC_max_val (%): 87.847 AUROC_real (%): 76.915

Epoch 535/600
157/157 - 4s - loss: 0.5231 - accuracy: 0.9448 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.44703710079193115
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.800 87.954 82.300 87.781 86.107
	Acc: 0.959 OSCR : 74.255 AUROC_max_val (%): 87.954 AUROC_real (%): 75.979

Epoch 536/600
157/157 - 4s - loss: 0.5182 - accuracy: 0.9448 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4653443396091461
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.600 87.394 80.650 86.713 86.292
	Acc: 0.960 OSCR : 75.550 AUROC_max_val (%): 87.394 AUROC_real (%): 77.472

Epoch 537/600
157/157 - 4s - loss: 0.5078 - accuracy: 0.9463 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4361935257911682
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.600 86.929 80.300 86.702 85.442
	Acc: 0.962 OSCR : 74.961 AUROC_max_val (%): 86.929 AUROC_real (%): 76.685

Epoch 538/600
157/157 - 4s - loss: 0.5014 - accuracy: 0.9467 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47596126794815063
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 85.868 79.950 84.415 84.332
	Acc: 0.957 OSCR : 74.597 AUROC_max_val (%): 85.868 AUROC_real (%): 76.430

Epoch 539/600
157/157 - 4s - loss: 0.5146 - accuracy: 0.9461 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4675438106060028
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.400 87.662 82.000 87.498 86.343
	Acc: 0.959 OSCR : 73.770 AUROC_max_val (%): 87.662 AUROC_real (%): 75.601

Epoch 540/600
157/157 - 4s - loss: 0.5157 - accuracy: 0.9463 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47002264857292175
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 86.378 80.400 85.402 85.479
	Acc: 0.952 OSCR : 78.164 AUROC_max_val (%): 86.378 AUROC_real (%): 80.169

Epoch 541/600
157/157 - 4s - loss: 0.4846 - accuracy: 0.9476 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49209290742874146
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 85.877 79.350 84.876 84.845
	Acc: 0.957 OSCR : 75.573 AUROC_max_val (%): 85.877 AUROC_real (%): 77.582

Epoch 542/600
157/157 - 4s - loss: 0.4982 - accuracy: 0.9464 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4406459629535675
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.000 84.669 78.350 83.463 83.871
	Acc: 0.958 OSCR : 75.248 AUROC_max_val (%): 84.669 AUROC_real (%): 77.037

Epoch 543/600
157/157 - 4s - loss: 0.5010 - accuracy: 0.9468 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.45328935980796814
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.700 86.880 80.300 85.765 86.070
	Acc: 0.954 OSCR : 74.105 AUROC_max_val (%): 86.880 AUROC_real (%): 75.893

Epoch 544/600
157/157 - 4s - loss: 0.4837 - accuracy: 0.9496 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48130881786346436
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.800 86.446 80.100 85.375 85.816
	Acc: 0.957 OSCR : 76.208 AUROC_max_val (%): 86.446 AUROC_real (%): 78.167

Epoch 545/600
157/157 - 4s - loss: 0.4914 - accuracy: 0.9476 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48923835158348083
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 86.514 80.200 85.615 85.314
	Acc: 0.955 OSCR : 75.392 AUROC_max_val (%): 86.514 AUROC_real (%): 77.352

Epoch 546/600
157/157 - 4s - loss: 0.4956 - accuracy: 0.9481 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.41748422384262085
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 86.682 80.150 85.778 86.035
	Acc: 0.962 OSCR : 76.021 AUROC_max_val (%): 86.682 AUROC_real (%): 77.691

Epoch 547/600
157/157 - 4s - loss: 0.4831 - accuracy: 0.9500 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48830193281173706
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.300 86.855 80.150 86.160 86.083
	Acc: 0.959 OSCR : 71.817 AUROC_max_val (%): 86.855 AUROC_real (%): 73.647

Epoch 548/600
157/157 - 4s - loss: 0.4950 - accuracy: 0.9477 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4961458146572113
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 87.340 80.200 87.122 86.622
	Acc: 0.952 OSCR : 75.796 AUROC_max_val (%): 87.340 AUROC_real (%): 77.986

Epoch 549/600
157/157 - 4s - loss: 0.4990 - accuracy: 0.9471 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.45237836241722107
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.000 86.841 80.200 86.343 85.805
	Acc: 0.960 OSCR : 77.604 AUROC_max_val (%): 86.841 AUROC_real (%): 79.506

Epoch 550/600
157/157 - 4s - loss: 0.4690 - accuracy: 0.9513 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.49417251348495483
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 86.306 80.550 85.766 84.848
	Acc: 0.959 OSCR : 73.257 AUROC_max_val (%): 86.306 AUROC_real (%): 75.077

Epoch 551/600
157/157 - 4s - loss: 0.4716 - accuracy: 0.9502 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4681116044521332
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 86.005 80.050 85.169 84.700
	Acc: 0.956 OSCR : 74.610 AUROC_max_val (%): 86.005 AUROC_real (%): 76.393

Epoch 552/600
157/157 - 4s - loss: 0.4788 - accuracy: 0.9488 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4914156198501587
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.300 85.761 79.600 84.859 84.773
	Acc: 0.956 OSCR : 75.742 AUROC_max_val (%): 85.761 AUROC_real (%): 77.679

Epoch 553/600
157/157 - 4s - loss: 0.4900 - accuracy: 0.9481 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.44375133514404297
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 86.311 80.100 85.051 85.415
	Acc: 0.958 OSCR : 74.725 AUROC_max_val (%): 86.311 AUROC_real (%): 76.424

Epoch 554/600
157/157 - 4s - loss: 0.4757 - accuracy: 0.9500 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.44654062390327454
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.100 87.337 80.650 86.514 86.545
	Acc: 0.960 OSCR : 75.624 AUROC_max_val (%): 87.337 AUROC_real (%): 77.478

Epoch 555/600
157/157 - 4s - loss: 0.4826 - accuracy: 0.9494 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4261057376861572
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 86.577 79.650 86.546 85.335
	Acc: 0.963 OSCR : 74.324 AUROC_max_val (%): 86.577 AUROC_real (%): 75.989

Epoch 556/600
157/157 - 4s - loss: 0.4779 - accuracy: 0.9500 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.41935262084007263
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.100 87.424 80.400 86.926 86.840
	Acc: 0.962 OSCR : 75.159 AUROC_max_val (%): 87.424 AUROC_real (%): 76.947

Epoch 557/600
157/157 - 4s - loss: 0.4710 - accuracy: 0.9505 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4728635847568512
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.800 87.363 81.200 86.859 86.282
	Acc: 0.957 OSCR : 75.939 AUROC_max_val (%): 87.363 AUROC_real (%): 77.810

Epoch 558/600
157/157 - 4s - loss: 0.4651 - accuracy: 0.9505 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4799193739891052
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 86.109 79.600 85.512 84.948
	Acc: 0.956 OSCR : 72.633 AUROC_max_val (%): 86.109 AUROC_real (%): 74.511

Epoch 559/600
157/157 - 4s - loss: 0.4849 - accuracy: 0.9496 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.457069993019104
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.900 86.957 80.300 86.014 86.270
	Acc: 0.960 OSCR : 75.234 AUROC_max_val (%): 86.957 AUROC_real (%): 77.057

Epoch 560/600
157/157 - 4s - loss: 0.4832 - accuracy: 0.9478 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4615080952644348
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.800 86.005 79.150 85.288 84.757
	Acc: 0.956 OSCR : 75.370 AUROC_max_val (%): 86.005 AUROC_real (%): 77.129

Epoch 561/600
157/157 - 4s - loss: 0.4726 - accuracy: 0.9480 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4902324080467224
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 85.600 79.150 84.616 84.510
	Acc: 0.957 OSCR : 73.545 AUROC_max_val (%): 85.600 AUROC_real (%): 75.374

Epoch 562/600
157/157 - 4s - loss: 0.4756 - accuracy: 0.9505 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4710483253002167
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 86.838 80.500 86.362 85.623
	Acc: 0.959 OSCR : 73.426 AUROC_max_val (%): 86.838 AUROC_real (%): 75.119

Epoch 563/600
157/157 - 4s - loss: 0.4699 - accuracy: 0.9493 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.506108820438385
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 86.663 80.400 86.239 85.289
	Acc: 0.953 OSCR : 72.781 AUROC_max_val (%): 86.663 AUROC_real (%): 74.706

Epoch 564/600
157/157 - 4s - loss: 0.4667 - accuracy: 0.9497 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48429375886917114
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.700 86.628 80.100 85.192 86.272
	Acc: 0.957 OSCR : 74.999 AUROC_max_val (%): 86.628 AUROC_real (%): 76.993

Epoch 565/600
157/157 - 4s - loss: 0.4591 - accuracy: 0.9520 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48639577627182007
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 87.433 80.700 87.088 86.476
	Acc: 0.957 OSCR : 73.397 AUROC_max_val (%): 87.433 AUROC_real (%): 75.277

Epoch 566/600
157/157 - 4s - loss: 0.4684 - accuracy: 0.9507 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.45307475328445435
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 86.740 80.300 86.085 85.832
	Acc: 0.960 OSCR : 74.201 AUROC_max_val (%): 86.740 AUROC_real (%): 75.996

Epoch 567/600
157/157 - 4s - loss: 0.4609 - accuracy: 0.9502 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48467934131622314
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 87.577 81.050 87.082 86.942
	Acc: 0.959 OSCR : 76.096 AUROC_max_val (%): 87.577 AUROC_real (%): 78.156

Epoch 568/600
157/157 - 4s - loss: 0.4566 - accuracy: 0.9513 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4676078259944916
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 86.607 79.800 85.959 85.893
	Acc: 0.958 OSCR : 75.718 AUROC_max_val (%): 86.607 AUROC_real (%): 77.663

Epoch 569/600
157/157 - 4s - loss: 0.4690 - accuracy: 0.9486 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.467965692281723
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.000 86.700 80.450 85.960 86.003
	Acc: 0.958 OSCR : 75.703 AUROC_max_val (%): 86.700 AUROC_real (%): 77.613

Epoch 570/600
157/157 - 4s - loss: 0.4598 - accuracy: 0.9525 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48691174387931824
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.900 86.764 80.400 86.108 86.103
	Acc: 0.957 OSCR : 74.771 AUROC_max_val (%): 86.764 AUROC_real (%): 76.784

Epoch 571/600
157/157 - 4s - loss: 0.4558 - accuracy: 0.9516 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4636303186416626
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.400 86.250 79.300 85.408 85.373
	Acc: 0.958 OSCR : 74.281 AUROC_max_val (%): 86.250 AUROC_real (%): 76.181

Epoch 572/600
157/157 - 4s - loss: 0.4690 - accuracy: 0.9496 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48044463992118835
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 85.556 79.300 84.311 84.574
	Acc: 0.958 OSCR : 73.217 AUROC_max_val (%): 85.556 AUROC_real (%): 75.130

Epoch 573/600
157/157 - 4s - loss: 0.4612 - accuracy: 0.9513 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47519204020500183
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.900 87.454 81.400 86.822 86.586
	Acc: 0.959 OSCR : 74.821 AUROC_max_val (%): 87.454 AUROC_real (%): 76.807

Epoch 574/600
157/157 - 4s - loss: 0.4611 - accuracy: 0.9505 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4791082441806793
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.900 87.339 81.350 86.720 86.347
	Acc: 0.959 OSCR : 74.443 AUROC_max_val (%): 87.339 AUROC_real (%): 76.410

Epoch 575/600
157/157 - 4s - loss: 0.4586 - accuracy: 0.9523 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46860450506210327
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.400 86.912 80.650 86.241 86.003
	Acc: 0.957 OSCR : 75.133 AUROC_max_val (%): 86.912 AUROC_real (%): 77.074

Epoch 576/600
157/157 - 4s - loss: 0.4680 - accuracy: 0.9493 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4838533401489258
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 86.811 80.550 86.121 85.880
	Acc: 0.958 OSCR : 75.373 AUROC_max_val (%): 86.811 AUROC_real (%): 77.368

Epoch 577/600
157/157 - 4s - loss: 0.4589 - accuracy: 0.9524 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47080138325691223
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.100 86.778 80.300 85.909 85.917
	Acc: 0.956 OSCR : 75.438 AUROC_max_val (%): 86.778 AUROC_real (%): 77.389

Epoch 578/600
157/157 - 4s - loss: 0.4620 - accuracy: 0.9514 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4681134521961212
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.400 87.153 80.500 86.265 86.524
	Acc: 0.958 OSCR : 75.325 AUROC_max_val (%): 87.153 AUROC_real (%): 77.283

Epoch 579/600
157/157 - 4s - loss: 0.4682 - accuracy: 0.9503 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4770004451274872
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 86.816 80.400 85.835 86.180
	Acc: 0.957 OSCR : 75.060 AUROC_max_val (%): 86.816 AUROC_real (%): 77.054

Epoch 580/600
157/157 - 4s - loss: 0.4429 - accuracy: 0.9524 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4770093858242035
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.300 86.526 80.000 85.504 85.844
	Acc: 0.956 OSCR : 74.378 AUROC_max_val (%): 86.526 AUROC_real (%): 76.338

Epoch 581/600
157/157 - 4s - loss: 0.4685 - accuracy: 0.9496 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4767189919948578
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.900 85.701 79.200 84.188 85.019
	Acc: 0.957 OSCR : 73.604 AUROC_max_val (%): 85.701 AUROC_real (%): 75.550

Epoch 582/600
157/157 - 4s - loss: 0.4482 - accuracy: 0.9528 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48292744159698486
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 85.921 79.400 84.468 85.219
	Acc: 0.957 OSCR : 74.452 AUROC_max_val (%): 85.921 AUROC_real (%): 76.454

Epoch 583/600
157/157 - 4s - loss: 0.4535 - accuracy: 0.9511 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4744545519351959
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 85.782 79.200 84.369 85.190
	Acc: 0.957 OSCR : 74.685 AUROC_max_val (%): 85.782 AUROC_real (%): 76.679

Epoch 584/600
157/157 - 4s - loss: 0.4446 - accuracy: 0.9525 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4671774208545685
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.500 86.541 80.350 85.318 85.927
	Acc: 0.957 OSCR : 75.345 AUROC_max_val (%): 86.541 AUROC_real (%): 77.326

Epoch 585/600
157/157 - 4s - loss: 0.4480 - accuracy: 0.9532 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47113507986068726
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 86.510 80.050 85.250 85.893
	Acc: 0.959 OSCR : 74.597 AUROC_max_val (%): 86.510 AUROC_real (%): 76.565

Epoch 586/600
157/157 - 4s - loss: 0.4570 - accuracy: 0.9507 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46547001600265503
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 86.528 80.300 85.315 85.879
	Acc: 0.959 OSCR : 75.078 AUROC_max_val (%): 86.528 AUROC_real (%): 77.027

Epoch 587/600
157/157 - 4s - loss: 0.4577 - accuracy: 0.9500 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4732987880706787
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.500 86.560 80.200 85.397 85.864
	Acc: 0.957 OSCR : 75.233 AUROC_max_val (%): 86.560 AUROC_real (%): 77.239

Epoch 588/600
157/157 - 4s - loss: 0.4475 - accuracy: 0.9534 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4710622727870941
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.100 86.822 80.300 85.768 86.107
	Acc: 0.959 OSCR : 74.927 AUROC_max_val (%): 86.822 AUROC_real (%): 76.905

Epoch 589/600
157/157 - 4s - loss: 0.4517 - accuracy: 0.9530 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.48213720321655273
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 86.799 80.450 85.752 86.123
	Acc: 0.958 OSCR : 74.249 AUROC_max_val (%): 86.799 AUROC_real (%): 76.246

Epoch 590/600
157/157 - 4s - loss: 0.4458 - accuracy: 0.9524 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4857001304626465
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.600 86.501 80.050 85.392 85.778
	Acc: 0.958 OSCR : 74.309 AUROC_max_val (%): 86.501 AUROC_real (%): 76.322

Epoch 591/600
157/157 - 4s - loss: 0.4456 - accuracy: 0.9530 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4902123510837555
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.500 86.409 79.850 85.226 85.707
	Acc: 0.957 OSCR : 73.753 AUROC_max_val (%): 86.409 AUROC_real (%): 75.773

Epoch 592/600
157/157 - 4s - loss: 0.4453 - accuracy: 0.9528 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4764028489589691
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.700 86.852 80.250 85.794 86.172
	Acc: 0.958 OSCR : 74.600 AUROC_max_val (%): 86.852 AUROC_real (%): 76.590

Epoch 593/600
157/157 - 4s - loss: 0.4476 - accuracy: 0.9507 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47295430302619934
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.100 86.795 80.350 85.726 86.128
	Acc: 0.958 OSCR : 75.065 AUROC_max_val (%): 86.795 AUROC_real (%): 77.065

Epoch 594/600
157/157 - 4s - loss: 0.4496 - accuracy: 0.9530 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4745689630508423
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.500 86.737 80.450 85.649 86.088
	Acc: 0.958 OSCR : 74.628 AUROC_max_val (%): 86.737 AUROC_real (%): 76.621

Epoch 595/600
157/157 - 4s - loss: 0.4421 - accuracy: 0.9523 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4701254963874817
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.800 86.954 80.650 85.907 86.270
	Acc: 0.958 OSCR : 75.203 AUROC_max_val (%): 86.954 AUROC_real (%): 77.196

Epoch 596/600
157/157 - 4s - loss: 0.4411 - accuracy: 0.9531 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.46910443902015686
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.800 86.913 80.550 85.858 86.254
	Acc: 0.958 OSCR : 75.389 AUROC_max_val (%): 86.913 AUROC_real (%): 77.380

Epoch 597/600
157/157 - 4s - loss: 0.4587 - accuracy: 0.9513 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4745071828365326
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 86.728 80.350 85.610 86.081
	Acc: 0.958 OSCR : 74.894 AUROC_max_val (%): 86.728 AUROC_real (%): 76.889

Epoch 598/600
157/157 - 4s - loss: 0.4355 - accuracy: 0.9534 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.4738085865974426
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 86.819 80.350 85.718 86.178
	Acc: 0.958 OSCR : 75.081 AUROC_max_val (%): 86.819 AUROC_real (%): 77.084

Epoch 599/600
157/157 - 4s - loss: 0.4541 - accuracy: 0.9518 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47041451930999756
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 86.773 80.400 85.693 86.135
	Acc: 0.958 OSCR : 75.375 AUROC_max_val (%): 86.773 AUROC_real (%): 77.367

Epoch 600/600
157/157 - 4s - loss: 0.4432 - accuracy: 0.9534 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.47409147024154663
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.600 86.757 80.300 85.651 86.120
	Acc: 0.958 OSCR : 74.918 AUROC_max_val (%): 86.757 AUROC_real (%): 76.918

--- Execution time : 0:44:10.363861 ---
Closed set loss: 0.47409147
Closed set metrics:
accuracy: 0.9580000042915344 

      1/Unknown - 0s 134ms/step
8/8 [==============================] - 2s 290ms/step

      1/Unknown - 0s 6ms/step
8/8 [==============================] - 0s 6ms/step
W0905 08:46:22.557184 22383375754944 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 08:46:22.557878 22383375754944 utils.py:108] Saving model in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-0/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 08:46:22.558005 22383375754944 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 08:46:24.189937 22383375754944 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-0/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 08:46:24.702799 22383375754944 builder_impl.py:797] Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar+10//split-0/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 08:46:24.765082 22383375754944 utils.py:112] Saving history in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-0/nb_f-5/anchor_mul-10/max_d-12.649/history.pkl
AUROC score: 0.76918
