I0905 08:04:04.003587 23052352640704 utils.py:90] Saving flags in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-2/nb_f-5/anchor_mul-10/max_d-12.649/flags.txt
I0905 08:04:04.013276 23052352640704 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 08:04:04.021345 23052352640704 dataset_builder.py:528] Reusing dataset cifar10 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2)
I0905 08:04:05.573384 23052352640704 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 08:04:05.575343 23052352640704 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2
I0905 08:04:05.580354 23052352640704 dataset_builder.py:528] Reusing dataset cifar100 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2)
I0905 08:04:05.613747 23052352640704 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: [8, 9, 49, 40, 73, 60, 48, 95, 30, 71]
--- Data preprocessing time : 0:00:08.257086 ---
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 08:04:14.929274: 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 08:04:22.194334: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inmodel/dropout_1/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
Linear step: 0.009928503261272714
Warmup lrs: tf.Tensor(
[9.9999997e-05 1.0028503e-02 1.9957006e-02 2.9885510e-02 3.9814014e-02
 4.9742516e-02 5.9671018e-02 6.9599524e-02 7.9528026e-02 8.9456528e-02
 9.9385031e-02], shape=(11,), dtype=float32)
Training with loss: dist
Epoch  1/600
157/157 - 10s - loss: 8.8593 - accuracy: 0.2602 - 10s/epoch - 64ms/step
Test results :
	Loss (on known):8.75953197479248
	accuracy: 0.27900001406669617 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     4.500 50.445 51.700 49.852 51.071
	Acc: 0.279 OSCR : 15.834 AUROC_max_val (%): 50.445 AUROC_real (%): 52.501

Epoch  2/600
157/157 - 3s - loss: 5.5600 - accuracy: 0.4279 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):4.542835712432861
	accuracy: 0.5899999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     3.400 42.681 50.300 44.301 45.756
	Acc: 0.590 OSCR : 31.109 AUROC_max_val (%): 42.681 AUROC_real (%): 45.681

Epoch  3/600
157/157 - 3s - loss: 4.6118 - accuracy: 0.5303 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):4.7224202156066895
	accuracy: 0.5979999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     6.100 51.484 52.400 49.645 52.228
	Acc: 0.598 OSCR : 31.851 AUROC_max_val (%): 51.484 AUROC_real (%): 49.251

Epoch  4/600
157/157 - 3s - loss: 4.1108 - accuracy: 0.5792 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):3.130014657974243
	accuracy: 0.7009999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.300 65.497 61.850 66.067 62.363
	Acc: 0.701 OSCR : 45.086 AUROC_max_val (%): 65.497 AUROC_real (%): 57.950

Epoch  5/600
157/157 - 3s - loss: 3.6979 - accuracy: 0.6214 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):3.947622537612915
	accuracy: 0.6819999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.100 63.103 60.500 65.703 58.646
	Acc: 0.682 OSCR : 39.877 AUROC_max_val (%): 63.103 AUROC_real (%): 53.113

Epoch  6/600
157/157 - 3s - loss: 3.3912 - accuracy: 0.6569 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):7.2761454582214355
	accuracy: 0.5879999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.100 70.003 65.950 72.335 65.677
	Acc: 0.588 OSCR : 24.823 AUROC_max_val (%): 70.003 AUROC_real (%): 40.747

Epoch  7/600
157/157 - 3s - loss: 3.1673 - accuracy: 0.6763 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):5.186543941497803
	accuracy: 0.6290000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.600 65.776 62.900 69.739 60.704
	Acc: 0.629 OSCR : 34.614 AUROC_max_val (%): 65.776 AUROC_real (%): 50.828

Epoch  8/600
157/157 - 3s - loss: 2.9941 - accuracy: 0.6966 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.3447587490081787
	accuracy: 0.7910000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     6.900 61.922 59.950 64.906 57.460
	Acc: 0.791 OSCR : 53.590 AUROC_max_val (%): 61.922 AUROC_real (%): 61.444

Epoch  9/600
157/157 - 3s - loss: 2.8354 - accuracy: 0.7096 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):3.6294758319854736
	accuracy: 0.7360000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.300 60.342 58.100 63.670 58.009
	Acc: 0.736 OSCR : 37.960 AUROC_max_val (%): 60.342 AUROC_real (%): 48.023

Epoch 10/600
157/157 - 3s - loss: 2.6963 - accuracy: 0.7285 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.9326295852661133
	accuracy: 0.7590000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.600 64.570 61.550 67.153 60.616
	Acc: 0.759 OSCR : 44.763 AUROC_max_val (%): 64.570 AUROC_real (%): 53.077

Epoch 11/600
157/157 - 3s - loss: 2.5598 - accuracy: 0.7384 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):3.8277804851531982
	accuracy: 0.7480000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.900 71.803 66.000 74.961 66.960
	Acc: 0.748 OSCR : 40.714 AUROC_max_val (%): 71.803 AUROC_real (%): 50.836

Epoch 12/600
157/157 - 3s - loss: 2.4534 - accuracy: 0.7505 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.1920735836029053
	accuracy: 0.8389999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.400 74.218 68.700 76.413 70.124
	Acc: 0.839 OSCR : 56.020 AUROC_max_val (%): 74.218 AUROC_real (%): 62.706

Epoch 13/600
157/157 - 3s - loss: 2.3144 - accuracy: 0.7611 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):3.0336713790893555
	accuracy: 0.7590000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.100 69.161 64.900 73.485 63.188
	Acc: 0.759 OSCR : 46.900 AUROC_max_val (%): 69.161 AUROC_real (%): 56.555

Epoch 14/600
157/157 - 3s - loss: 2.2971 - accuracy: 0.7645 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.4116384983062744
	accuracy: 0.8289999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.900 76.647 70.200 78.679 73.493
	Acc: 0.829 OSCR : 50.285 AUROC_max_val (%): 76.647 AUROC_real (%): 57.021

Epoch 15/600
157/157 - 3s - loss: 2.2162 - accuracy: 0.7695 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.7803082466125488
	accuracy: 0.8410000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.100 71.144 66.700 73.733 67.413
	Acc: 0.841 OSCR : 59.066 AUROC_max_val (%): 71.144 AUROC_real (%): 65.829

Epoch 16/600
157/157 - 3s - loss: 2.1566 - accuracy: 0.7762 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.8235658407211304
	accuracy: 0.8790000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.500 78.172 72.100 81.117 73.893
	Acc: 0.879 OSCR : 59.040 AUROC_max_val (%): 78.172 AUROC_real (%): 64.589

Epoch 17/600
157/157 - 3s - loss: 2.1314 - accuracy: 0.7805 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.6490050554275513
	accuracy: 0.8510000109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.100 76.118 69.500 79.147 71.902
	Acc: 0.851 OSCR : 61.454 AUROC_max_val (%): 76.118 AUROC_real (%): 67.500

Epoch 18/600
157/157 - 3s - loss: 2.0855 - accuracy: 0.7838 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.109232187271118
	accuracy: 0.8230000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.700 68.647 65.600 72.810 64.289
	Acc: 0.823 OSCR : 52.980 AUROC_max_val (%): 68.647 AUROC_real (%): 60.342

Epoch 19/600
157/157 - 3s - loss: 2.0491 - accuracy: 0.7908 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):1.6840068101882935
	accuracy: 0.8700000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.600 74.102 69.350 77.941 69.020
	Acc: 0.870 OSCR : 60.134 AUROC_max_val (%): 74.102 AUROC_real (%): 65.587

Epoch 20/600
157/157 - 3s - loss: 1.9718 - accuracy: 0.7976 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.8488237857818604
	accuracy: 0.8709999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.300 79.644 72.900 82.342 75.966
	Acc: 0.871 OSCR : 57.294 AUROC_max_val (%): 79.644 AUROC_real (%): 62.930

Epoch 21/600
157/157 - 3s - loss: 1.9458 - accuracy: 0.7975 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):2.304821252822876
	accuracy: 0.828000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     7.400 66.735 63.800 70.879 60.728
	Acc: 0.828 OSCR : 53.648 AUROC_max_val (%): 66.735 AUROC_real (%): 61.119

Epoch 22/600
157/157 - 3s - loss: 1.9265 - accuracy: 0.8019 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3112303018569946
	accuracy: 0.875 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.200 75.499 70.100 78.184 70.225
	Acc: 0.875 OSCR : 65.347 AUROC_max_val (%): 75.499 AUROC_real (%): 70.415

Epoch 23/600
157/157 - 3s - loss: 1.9401 - accuracy: 0.7994 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.821028709411621
	accuracy: 0.8740000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.800 77.969 71.700 80.954 73.841
	Acc: 0.874 OSCR : 57.141 AUROC_max_val (%): 77.969 AUROC_real (%): 62.994

Epoch 24/600
157/157 - 3s - loss: 1.8916 - accuracy: 0.8049 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.8817659616470337
	accuracy: 0.8619999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.800 68.452 64.850 72.261 63.401
	Acc: 0.862 OSCR : 53.858 AUROC_max_val (%): 68.452 AUROC_real (%): 59.470

Epoch 25/600
157/157 - 3s - loss: 1.8611 - accuracy: 0.8069 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.6117862462997437
	accuracy: 0.8820000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.200 79.479 73.000 82.292 74.585
	Acc: 0.882 OSCR : 61.332 AUROC_max_val (%): 79.479 AUROC_real (%): 66.303

Epoch 26/600
157/157 - 3s - loss: 1.8310 - accuracy: 0.8112 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3904719352722168
	accuracy: 0.8899999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.300 79.738 73.300 81.445 76.299
	Acc: 0.890 OSCR : 60.797 AUROC_max_val (%): 79.738 AUROC_real (%): 65.426

Epoch 27/600
157/157 - 3s - loss: 1.7894 - accuracy: 0.8163 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2338660955429077
	accuracy: 0.8889999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.700 81.788 75.300 83.572 78.623
	Acc: 0.889 OSCR : 68.890 AUROC_max_val (%): 81.788 AUROC_real (%): 74.332

Epoch 28/600
157/157 - 3s - loss: 1.7850 - accuracy: 0.8153 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.9088114500045776
	accuracy: 0.8379999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.100 71.173 65.700 74.218 66.825
	Acc: 0.838 OSCR : 51.850 AUROC_max_val (%): 71.173 AUROC_real (%): 57.908

Epoch 29/600
157/157 - 3s - loss: 1.7779 - accuracy: 0.8144 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.7437294721603394
	accuracy: 0.8610000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.200 72.620 67.250 73.927 69.644
	Acc: 0.861 OSCR : 57.736 AUROC_max_val (%): 72.620 AUROC_real (%): 63.672

Epoch 30/600
157/157 - 3s - loss: 1.7400 - accuracy: 0.8183 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.4499472379684448
	accuracy: 0.8790000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 80.179 73.650 82.409 76.023
	Acc: 0.879 OSCR : 64.392 AUROC_max_val (%): 80.179 AUROC_real (%): 70.066

Epoch 31/600
157/157 - 3s - loss: 1.7068 - accuracy: 0.8229 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.35043203830719
	accuracy: 0.890999972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.700 71.710 67.250 70.506 67.600
	Acc: 0.891 OSCR : 63.551 AUROC_max_val (%): 71.710 AUROC_real (%): 67.875

Epoch 32/600
157/157 - 3s - loss: 1.6777 - accuracy: 0.8267 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.8659971952438354
	accuracy: 0.8610000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.800 76.241 70.500 79.465 70.807
	Acc: 0.861 OSCR : 56.821 AUROC_max_val (%): 76.241 AUROC_real (%): 62.917

Epoch 33/600
157/157 - 3s - loss: 1.6717 - accuracy: 0.8228 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.349447250366211
	accuracy: 0.8669999837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.600 75.294 69.650 76.447 71.815
	Acc: 0.867 OSCR : 65.075 AUROC_max_val (%): 75.294 AUROC_real (%): 70.525

Epoch 34/600
157/157 - 3s - loss: 1.6427 - accuracy: 0.8270 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.4745248556137085
	accuracy: 0.8709999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.900 76.236 71.500 77.202 72.025
	Acc: 0.871 OSCR : 63.031 AUROC_max_val (%): 76.236 AUROC_real (%): 68.507

Epoch 35/600
157/157 - 3s - loss: 1.6512 - accuracy: 0.8277 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.996431291103363
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.800 82.526 76.150 84.814 78.720
	Acc: 0.906 OSCR : 70.844 AUROC_max_val (%): 82.526 AUROC_real (%): 74.734

Epoch 36/600
157/157 - 3s - loss: 1.6149 - accuracy: 0.8302 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1896389722824097
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.500 74.126 68.700 77.525 69.380
	Acc: 0.892 OSCR : 65.969 AUROC_max_val (%): 74.126 AUROC_real (%): 70.558

Epoch 37/600
157/157 - 3s - loss: 1.5922 - accuracy: 0.8329 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1395469903945923
	accuracy: 0.8970000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.100 76.082 70.050 77.601 71.745
	Acc: 0.897 OSCR : 65.954 AUROC_max_val (%): 76.082 AUROC_real (%): 69.968

Epoch 38/600
157/157 - 3s - loss: 1.5750 - accuracy: 0.8354 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.162489652633667
	accuracy: 0.8970000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.900 75.678 71.350 74.207 71.612
	Acc: 0.897 OSCR : 68.748 AUROC_max_val (%): 75.678 AUROC_real (%): 72.736

Epoch 39/600
157/157 - 3s - loss: 1.5703 - accuracy: 0.8361 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.4059430360794067
	accuracy: 0.8830000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.800 75.210 70.300 76.658 69.140
	Acc: 0.883 OSCR : 62.892 AUROC_max_val (%): 75.210 AUROC_real (%): 67.397

Epoch 40/600
157/157 - 3s - loss: 1.5656 - accuracy: 0.8384 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2191365957260132
	accuracy: 0.8840000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.400 76.646 70.600 78.089 73.102
	Acc: 0.884 OSCR : 66.727 AUROC_max_val (%): 76.646 AUROC_real (%): 71.597

Epoch 41/600
157/157 - 3s - loss: 1.5359 - accuracy: 0.8408 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1518175601959229
	accuracy: 0.8980000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.300 81.502 75.600 84.534 76.893
	Acc: 0.898 OSCR : 67.944 AUROC_max_val (%): 81.502 AUROC_real (%): 71.930

Epoch 42/600
157/157 - 3s - loss: 1.5103 - accuracy: 0.8413 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.341195821762085
	accuracy: 0.8870000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.500 78.280 72.050 80.449 73.924
	Acc: 0.887 OSCR : 66.271 AUROC_max_val (%): 78.280 AUROC_real (%): 71.395

Epoch 43/600
157/157 - 3s - loss: 1.4932 - accuracy: 0.8429 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0885807275772095
	accuracy: 0.9020000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.400 79.426 73.550 81.867 75.508
	Acc: 0.902 OSCR : 64.775 AUROC_max_val (%): 79.426 AUROC_real (%): 68.585

Epoch 44/600
157/157 - 3s - loss: 1.4726 - accuracy: 0.8467 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.138515830039978
	accuracy: 0.9010000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.000 73.736 68.250 74.275 70.413
	Acc: 0.901 OSCR : 66.580 AUROC_max_val (%): 73.736 AUROC_real (%): 70.498

Epoch 45/600
157/157 - 3s - loss: 1.4501 - accuracy: 0.8500 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3579543828964233
	accuracy: 0.8880000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.000 77.990 72.550 79.377 74.011
	Acc: 0.888 OSCR : 61.092 AUROC_max_val (%): 77.990 AUROC_real (%): 65.453

Epoch 46/600
157/157 - 3s - loss: 1.4585 - accuracy: 0.8472 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.469473123550415
	accuracy: 0.8740000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.400 79.181 72.850 81.974 75.021
	Acc: 0.874 OSCR : 64.304 AUROC_max_val (%): 79.181 AUROC_real (%): 69.772

Epoch 47/600
157/157 - 3s - loss: 1.4428 - accuracy: 0.8486 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1180262565612793
	accuracy: 0.8949999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.000 78.266 72.400 78.930 75.122
	Acc: 0.895 OSCR : 68.092 AUROC_max_val (%): 78.266 AUROC_real (%): 72.622

Epoch 48/600
157/157 - 3s - loss: 1.4293 - accuracy: 0.8485 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9690241813659668
	accuracy: 0.9110000133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.400 82.540 75.500 85.360 78.600
	Acc: 0.911 OSCR : 68.529 AUROC_max_val (%): 82.540 AUROC_real (%): 72.326

Epoch 49/600
157/157 - 3s - loss: 1.4151 - accuracy: 0.8535 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3124632835388184
	accuracy: 0.890999972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.200 78.987 73.450 82.057 72.727
	Acc: 0.891 OSCR : 62.592 AUROC_max_val (%): 78.987 AUROC_real (%): 66.773

Epoch 50/600
157/157 - 3s - loss: 1.4337 - accuracy: 0.8495 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8961625695228577
	accuracy: 0.9129999876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.100 82.272 75.600 84.828 77.486
	Acc: 0.913 OSCR : 71.474 AUROC_max_val (%): 82.272 AUROC_real (%): 74.934

Epoch 51/600
157/157 - 3s - loss: 1.4115 - accuracy: 0.8524 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.147899866104126
	accuracy: 0.9049999713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.200 70.680 66.200 70.176 66.154
	Acc: 0.905 OSCR : 64.165 AUROC_max_val (%): 70.680 AUROC_real (%): 67.707

Epoch 52/600
157/157 - 3s - loss: 1.3825 - accuracy: 0.8558 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9315798878669739
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.100 83.535 76.850 85.407 79.558
	Acc: 0.923 OSCR : 70.772 AUROC_max_val (%): 83.535 AUROC_real (%): 74.189

Epoch 53/600
157/157 - 3s - loss: 1.3651 - accuracy: 0.8573 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0021798610687256
	accuracy: 0.9049999713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.500 81.471 75.050 84.767 75.824
	Acc: 0.905 OSCR : 71.636 AUROC_max_val (%): 81.471 AUROC_real (%): 75.559

Epoch 54/600
157/157 - 3s - loss: 1.3369 - accuracy: 0.8623 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.012805461883545
	accuracy: 0.9039999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 81.689 74.500 84.253 78.121
	Acc: 0.904 OSCR : 66.594 AUROC_max_val (%): 81.689 AUROC_real (%): 70.095

Epoch 55/600
157/157 - 3s - loss: 1.3737 - accuracy: 0.8569 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0218586921691895
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.600 80.968 75.600 82.648 76.787
	Acc: 0.924 OSCR : 64.822 AUROC_max_val (%): 80.968 AUROC_real (%): 67.676

Epoch 56/600
157/157 - 3s - loss: 1.3640 - accuracy: 0.8582 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0450834035873413
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.700 74.296 69.150 74.378 71.227
	Acc: 0.912 OSCR : 63.455 AUROC_max_val (%): 74.296 AUROC_real (%): 66.786

Epoch 57/600
157/157 - 3s - loss: 1.3184 - accuracy: 0.8615 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.190919041633606
	accuracy: 0.9049999713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.000 76.927 70.850 78.321 72.743
	Acc: 0.905 OSCR : 62.060 AUROC_max_val (%): 76.927 AUROC_real (%): 66.061

Epoch 58/600
157/157 - 3s - loss: 1.3193 - accuracy: 0.8615 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0493113994598389
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.700 76.504 71.500 75.719 72.249
	Acc: 0.929 OSCR : 69.328 AUROC_max_val (%): 76.504 AUROC_real (%): 72.531

Epoch 59/600
157/157 - 3s - loss: 1.3063 - accuracy: 0.8631 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0956960916519165
	accuracy: 0.8980000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.600 73.172 68.500 74.565 69.076
	Acc: 0.898 OSCR : 64.160 AUROC_max_val (%): 73.172 AUROC_real (%): 67.633

Epoch 60/600
157/157 - 3s - loss: 1.2811 - accuracy: 0.8645 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.144051194190979
	accuracy: 0.9089999794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.700 77.533 72.050 77.637 74.467
	Acc: 0.909 OSCR : 61.022 AUROC_max_val (%): 77.533 AUROC_real (%): 64.122

Epoch 61/600
157/157 - 3s - loss: 1.2812 - accuracy: 0.8666 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.258817434310913
	accuracy: 0.8809999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.900 72.336 66.900 71.498 68.124
	Acc: 0.881 OSCR : 66.121 AUROC_max_val (%): 72.336 AUROC_real (%): 70.403

Epoch 62/600
157/157 - 3s - loss: 1.2777 - accuracy: 0.8668 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9087833166122437
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 81.261 74.750 82.400 77.795
	Acc: 0.918 OSCR : 70.543 AUROC_max_val (%): 81.261 AUROC_real (%): 73.708

Epoch 63/600
157/157 - 3s - loss: 1.2580 - accuracy: 0.8665 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9783681035041809
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.500 78.395 72.100 78.996 75.604
	Acc: 0.906 OSCR : 69.207 AUROC_max_val (%): 78.395 AUROC_real (%): 73.002

Epoch 64/600
157/157 - 3s - loss: 1.2605 - accuracy: 0.8671 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8323332667350769
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.200 80.550 75.050 83.130 75.271
	Acc: 0.922 OSCR : 69.565 AUROC_max_val (%): 80.550 AUROC_real (%): 72.512

Epoch 65/600
157/157 - 3s - loss: 1.2557 - accuracy: 0.8665 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8811947703361511
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.700 78.526 73.650 80.699 73.759
	Acc: 0.918 OSCR : 70.010 AUROC_max_val (%): 78.526 AUROC_real (%): 72.962

Epoch 66/600
157/157 - 3s - loss: 1.2469 - accuracy: 0.8674 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0708571672439575
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.600 81.064 74.550 83.453 77.743
	Acc: 0.921 OSCR : 64.046 AUROC_max_val (%): 81.064 AUROC_real (%): 67.085

Epoch 67/600
157/157 - 3s - loss: 1.2556 - accuracy: 0.8671 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7188578844070435
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 88.241 81.550 90.153 85.500
	Acc: 0.942 OSCR : 76.133 AUROC_max_val (%): 88.241 AUROC_real (%): 79.046

Epoch 68/600
157/157 - 3s - loss: 1.2121 - accuracy: 0.8730 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7637942433357239
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.100 80.720 74.150 83.546 75.968
	Acc: 0.926 OSCR : 68.392 AUROC_max_val (%): 80.720 AUROC_real (%): 71.093

Epoch 69/600
157/157 - 3s - loss: 1.2130 - accuracy: 0.8760 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0292428731918335
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.500 81.781 75.250 83.424 78.513
	Acc: 0.923 OSCR : 65.755 AUROC_max_val (%): 81.781 AUROC_real (%): 69.000

Epoch 70/600
157/157 - 3s - loss: 1.2141 - accuracy: 0.8719 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9152473211288452
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.100 81.924 74.900 83.513 78.745
	Acc: 0.928 OSCR : 70.281 AUROC_max_val (%): 81.924 AUROC_real (%): 73.589

Epoch 71/600
157/157 - 3s - loss: 1.2112 - accuracy: 0.8719 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.181342363357544
	accuracy: 0.9110000133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.800 75.764 70.350 76.687 72.447
	Acc: 0.911 OSCR : 59.091 AUROC_max_val (%): 75.764 AUROC_real (%): 62.249

Epoch 72/600
157/157 - 3s - loss: 1.2119 - accuracy: 0.8723 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9217235445976257
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.600 80.090 74.850 81.972 75.568
	Acc: 0.908 OSCR : 69.445 AUROC_max_val (%): 80.090 AUROC_real (%): 72.785

Epoch 73/600
157/157 - 3s - loss: 1.1801 - accuracy: 0.8770 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9926751255989075
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.300 74.727 69.950 71.312 74.197
	Acc: 0.925 OSCR : 67.962 AUROC_max_val (%): 74.727 AUROC_real (%): 70.966

Epoch 74/600
157/157 - 3s - loss: 1.1713 - accuracy: 0.8784 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.665769338607788
	accuracy: 0.8790000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 79.618 72.250 82.346 76.766
	Acc: 0.879 OSCR : 57.371 AUROC_max_val (%): 79.618 AUROC_real (%): 62.788

Epoch 75/600
157/157 - 3s - loss: 1.1838 - accuracy: 0.8749 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9717848300933838
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.700 78.309 72.450 80.203 73.198
	Acc: 0.906 OSCR : 66.285 AUROC_max_val (%): 78.309 AUROC_real (%): 69.682

Epoch 76/600
157/157 - 3s - loss: 1.1561 - accuracy: 0.8782 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0630253553390503
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.900 80.170 74.200 82.164 76.826
	Acc: 0.915 OSCR : 63.689 AUROC_max_val (%): 80.170 AUROC_real (%): 67.068

Epoch 77/600
157/157 - 3s - loss: 1.1544 - accuracy: 0.8784 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7813519239425659
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.700 80.197 75.500 82.724 74.814
	Acc: 0.926 OSCR : 69.280 AUROC_max_val (%): 80.197 AUROC_real (%): 71.947

Epoch 78/600
157/157 - 3s - loss: 1.1811 - accuracy: 0.8751 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.872639000415802
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.900 74.009 68.550 74.822 71.101
	Acc: 0.916 OSCR : 64.296 AUROC_max_val (%): 74.009 AUROC_real (%): 67.194

Epoch 79/600
157/157 - 3s - loss: 1.1207 - accuracy: 0.8809 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9254617691040039
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.600 82.984 77.200 84.447 78.886
	Acc: 0.925 OSCR : 64.210 AUROC_max_val (%): 82.984 AUROC_real (%): 66.833

Epoch 80/600
157/157 - 3s - loss: 1.1589 - accuracy: 0.8787 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8830319046974182
	accuracy: 0.9129999876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.000 77.489 71.250 77.719 74.309
	Acc: 0.913 OSCR : 67.891 AUROC_max_val (%): 77.489 AUROC_real (%): 71.116

Epoch 81/600
157/157 - 3s - loss: 1.1694 - accuracy: 0.8748 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8218943476676941
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.300 82.418 76.700 84.450 76.917
	Acc: 0.928 OSCR : 70.079 AUROC_max_val (%): 82.418 AUROC_real (%): 73.023

Epoch 82/600
157/157 - 3s - loss: 1.1061 - accuracy: 0.8841 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8966476321220398
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 84.683 78.100 86.799 80.883
	Acc: 0.920 OSCR : 70.815 AUROC_max_val (%): 84.683 AUROC_real (%): 74.128

Epoch 83/600
157/157 - 3s - loss: 1.1171 - accuracy: 0.8830 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8464811444282532
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.600 82.502 76.750 84.452 77.807
	Acc: 0.917 OSCR : 71.082 AUROC_max_val (%): 82.502 AUROC_real (%): 74.117

Epoch 84/600
157/157 - 3s - loss: 1.0960 - accuracy: 0.8841 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.028313398361206
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.500 78.621 71.850 78.864 76.706
	Acc: 0.927 OSCR : 63.771 AUROC_max_val (%): 78.621 AUROC_real (%): 66.713

Epoch 85/600
157/157 - 3s - loss: 1.1077 - accuracy: 0.8827 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9221599102020264
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.700 83.457 76.550 86.200 79.203
	Acc: 0.924 OSCR : 66.526 AUROC_max_val (%): 83.457 AUROC_real (%): 69.733

Epoch 86/600
157/157 - 3s - loss: 1.0601 - accuracy: 0.8893 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7920287251472473
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.600 78.267 72.800 79.366 74.849
	Acc: 0.934 OSCR : 69.565 AUROC_max_val (%): 78.267 AUROC_real (%): 72.160

Epoch 87/600
157/157 - 3s - loss: 1.0859 - accuracy: 0.8872 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9796396493911743
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.200 79.589 74.100 80.190 75.986
	Acc: 0.932 OSCR : 63.198 AUROC_max_val (%): 79.589 AUROC_real (%): 65.701

Epoch 88/600
157/157 - 3s - loss: 1.0848 - accuracy: 0.8873 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9141772389411926
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.200 75.617 70.250 74.242 73.549
	Acc: 0.926 OSCR : 70.150 AUROC_max_val (%): 75.617 AUROC_real (%): 73.346

Epoch 89/600
157/157 - 3s - loss: 1.0981 - accuracy: 0.8849 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1773813962936401
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.300 76.311 70.550 77.785 71.810
	Acc: 0.914 OSCR : 65.728 AUROC_max_val (%): 76.311 AUROC_real (%): 69.425

Epoch 90/600
157/157 - 3s - loss: 1.1152 - accuracy: 0.8825 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7717785239219666
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.300 81.391 75.900 82.921 77.159
	Acc: 0.932 OSCR : 69.973 AUROC_max_val (%): 81.391 AUROC_real (%): 72.652

Epoch 91/600
157/157 - 3s - loss: 1.0551 - accuracy: 0.8872 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8588547706604004
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.000 77.722 72.000 76.585 74.988
	Acc: 0.923 OSCR : 71.746 AUROC_max_val (%): 77.722 AUROC_real (%): 75.042

Epoch 92/600
157/157 - 3s - loss: 1.0743 - accuracy: 0.8857 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9276002049446106
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.800 76.368 70.250 74.953 74.205
	Acc: 0.927 OSCR : 64.148 AUROC_max_val (%): 76.368 AUROC_real (%): 66.930

Epoch 93/600
157/157 - 3s - loss: 1.0219 - accuracy: 0.8935 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9292399883270264
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 84.470 78.100 86.664 80.634
	Acc: 0.931 OSCR : 66.173 AUROC_max_val (%): 84.470 AUROC_real (%): 68.762

Epoch 94/600
157/157 - 3s - loss: 1.0332 - accuracy: 0.8905 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7028476595878601
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.000 83.926 78.350 86.497 78.606
	Acc: 0.932 OSCR : 75.938 AUROC_max_val (%): 83.926 AUROC_real (%): 78.724

Epoch 95/600
157/157 - 3s - loss: 1.0217 - accuracy: 0.8900 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6802476048469543
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 81.828 75.600 82.314 79.485
	Acc: 0.933 OSCR : 71.590 AUROC_max_val (%): 81.828 AUROC_real (%): 74.125

Epoch 96/600
157/157 - 3s - loss: 0.9990 - accuracy: 0.8933 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6853102445602417
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.700 81.400 74.950 83.299 77.213
	Acc: 0.933 OSCR : 72.301 AUROC_max_val (%): 81.400 AUROC_real (%): 74.607

Epoch 97/600
157/157 - 3s - loss: 1.0267 - accuracy: 0.8920 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8468090295791626
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.600 78.646 72.550 80.099 74.257
	Acc: 0.926 OSCR : 67.646 AUROC_max_val (%): 78.646 AUROC_real (%): 70.488

Epoch 98/600
157/157 - 3s - loss: 1.0111 - accuracy: 0.8946 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8369806408882141
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.400 83.618 76.800 85.884 78.937
	Acc: 0.926 OSCR : 71.328 AUROC_max_val (%): 83.618 AUROC_real (%): 74.379

Epoch 99/600
157/157 - 3s - loss: 1.0305 - accuracy: 0.8912 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8320087194442749
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.600 84.106 77.650 86.732 79.119
	Acc: 0.931 OSCR : 67.389 AUROC_max_val (%): 84.106 AUROC_real (%): 70.029

Epoch 100/600
157/157 - 3s - loss: 1.0142 - accuracy: 0.8929 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7255866527557373
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 84.759 78.000 86.554 80.852
	Acc: 0.937 OSCR : 71.014 AUROC_max_val (%): 84.759 AUROC_real (%): 73.531

Epoch 101/600
157/157 - 3s - loss: 1.0085 - accuracy: 0.8917 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1066856384277344
	accuracy: 0.9089999794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.700 75.294 68.800 74.810 72.674
	Acc: 0.909 OSCR : 60.506 AUROC_max_val (%): 75.294 AUROC_real (%): 63.790

Epoch 102/600
157/157 - 3s - loss: 1.0085 - accuracy: 0.8927 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7082969546318054
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.900 83.020 76.400 84.873 78.229
	Acc: 0.933 OSCR : 71.418 AUROC_max_val (%): 83.020 AUROC_real (%): 73.799

Epoch 103/600
157/157 - 3s - loss: 1.0088 - accuracy: 0.8932 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8219670653343201
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 84.190 76.900 85.429 82.053
	Acc: 0.923 OSCR : 70.210 AUROC_max_val (%): 84.190 AUROC_real (%): 73.283

Epoch 104/600
157/157 - 3s - loss: 0.9935 - accuracy: 0.8953 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7496790289878845
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 80.682 74.950 80.106 77.813
	Acc: 0.930 OSCR : 74.327 AUROC_max_val (%): 80.682 AUROC_real (%): 77.222

Epoch 105/600
157/157 - 3s - loss: 1.0014 - accuracy: 0.8906 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7594143748283386
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.300 83.400 77.100 85.181 79.152
	Acc: 0.934 OSCR : 69.397 AUROC_max_val (%): 83.400 AUROC_real (%): 72.201

Epoch 106/600
157/157 - 3s - loss: 0.9625 - accuracy: 0.9000 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7328361868858337
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.200 82.133 76.800 83.192 77.280
	Acc: 0.934 OSCR : 71.546 AUROC_max_val (%): 82.133 AUROC_real (%): 74.187

Epoch 107/600
157/157 - 3s - loss: 0.9720 - accuracy: 0.8977 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8070501089096069
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.400 81.457 75.750 82.652 77.259
	Acc: 0.928 OSCR : 70.052 AUROC_max_val (%): 81.457 AUROC_real (%): 72.907

Epoch 108/600
157/157 - 3s - loss: 0.9626 - accuracy: 0.8979 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6253662109375
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 84.546 78.250 85.419 80.862
	Acc: 0.939 OSCR : 72.325 AUROC_max_val (%): 84.546 AUROC_real (%): 74.575

Epoch 109/600
157/157 - 3s - loss: 0.9564 - accuracy: 0.8981 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7394322752952576
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.100 85.009 78.850 87.233 80.557
	Acc: 0.938 OSCR : 74.820 AUROC_max_val (%): 85.009 AUROC_real (%): 77.563

Epoch 110/600
157/157 - 3s - loss: 0.9713 - accuracy: 0.8996 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8526131510734558
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.600 80.487 74.300 82.313 75.648
	Acc: 0.924 OSCR : 66.234 AUROC_max_val (%): 80.487 AUROC_real (%): 69.003

Epoch 111/600
157/157 - 3s - loss: 0.9354 - accuracy: 0.9006 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9475319981575012
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.800 76.960 71.350 76.510 73.505
	Acc: 0.912 OSCR : 61.862 AUROC_max_val (%): 76.960 AUROC_real (%): 64.559

Epoch 112/600
157/157 - 3s - loss: 0.9332 - accuracy: 0.9029 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8630344867706299
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 80.599 74.400 81.072 76.485
	Acc: 0.936 OSCR : 65.303 AUROC_max_val (%): 80.599 AUROC_real (%): 67.783

Epoch 113/600
157/157 - 3s - loss: 0.9095 - accuracy: 0.9046 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8995338678359985
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.000 80.947 75.350 82.560 76.808
	Acc: 0.926 OSCR : 66.039 AUROC_max_val (%): 80.947 AUROC_real (%): 68.776

Epoch 114/600
157/157 - 3s - loss: 0.9388 - accuracy: 0.9024 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7880039811134338
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.300 79.370 73.400 78.834 75.528
	Acc: 0.931 OSCR : 67.234 AUROC_max_val (%): 79.370 AUROC_real (%): 69.700

Epoch 115/600
157/157 - 3s - loss: 0.9315 - accuracy: 0.9011 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7911537885665894
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.600 79.394 73.550 78.602 76.302
	Acc: 0.928 OSCR : 70.181 AUROC_max_val (%): 79.394 AUROC_real (%): 72.972

Epoch 116/600
157/157 - 3s - loss: 0.9154 - accuracy: 0.9036 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6618837118148804
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.400 82.654 76.800 84.889 78.289
	Acc: 0.942 OSCR : 72.615 AUROC_max_val (%): 82.654 AUROC_real (%): 74.914

Epoch 117/600
157/157 - 3s - loss: 0.9251 - accuracy: 0.9025 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9836302995681763
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.000 74.299 70.350 74.028 68.903
	Acc: 0.917 OSCR : 64.915 AUROC_max_val (%): 74.299 AUROC_real (%): 67.698

Epoch 118/600
157/157 - 3s - loss: 0.9158 - accuracy: 0.9028 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7212005853652954
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.800 84.955 79.700 86.381 80.659
	Acc: 0.938 OSCR : 75.945 AUROC_max_val (%): 84.955 AUROC_real (%): 78.764

Epoch 119/600
157/157 - 3s - loss: 0.8925 - accuracy: 0.9049 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7181996703147888
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.500 79.224 74.200 77.740 75.114
	Acc: 0.928 OSCR : 71.688 AUROC_max_val (%): 79.224 AUROC_real (%): 74.066

Epoch 120/600
157/157 - 3s - loss: 0.9114 - accuracy: 0.9040 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7353572249412537
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 81.407 75.150 81.697 78.309
	Acc: 0.930 OSCR : 71.928 AUROC_max_val (%): 81.407 AUROC_real (%): 74.705

Epoch 121/600
157/157 - 3s - loss: 0.8826 - accuracy: 0.9079 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7587984204292297
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 81.087 75.800 81.151 77.506
	Acc: 0.942 OSCR : 69.087 AUROC_max_val (%): 81.087 AUROC_real (%): 71.433

Epoch 122/600
157/157 - 3s - loss: 0.8889 - accuracy: 0.9051 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7572654485702515
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.200 79.981 73.900 79.533 75.952
	Acc: 0.925 OSCR : 69.092 AUROC_max_val (%): 79.981 AUROC_real (%): 71.581

Epoch 123/600
157/157 - 3s - loss: 0.8824 - accuracy: 0.9056 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8477020859718323
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.100 76.472 71.100 74.242 73.686
	Acc: 0.919 OSCR : 66.370 AUROC_max_val (%): 76.472 AUROC_real (%): 68.979

Epoch 124/600
157/157 - 3s - loss: 0.8755 - accuracy: 0.9078 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6726737022399902
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 79.541 73.700 79.940 77.134
	Acc: 0.938 OSCR : 71.478 AUROC_max_val (%): 79.541 AUROC_real (%): 73.871

Epoch 125/600
157/157 - 3s - loss: 0.8814 - accuracy: 0.9075 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8505933880805969
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.100 75.734 70.900 72.758 72.254
	Acc: 0.931 OSCR : 66.648 AUROC_max_val (%): 75.734 AUROC_real (%): 68.921

Epoch 126/600
157/157 - 3s - loss: 0.8831 - accuracy: 0.9068 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7652614712715149
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.400 73.582 68.000 71.280 70.298
	Acc: 0.932 OSCR : 68.608 AUROC_max_val (%): 73.582 AUROC_real (%): 70.831

Epoch 127/600
157/157 - 3s - loss: 0.8708 - accuracy: 0.9076 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8545376658439636
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.000 75.514 71.600 72.585 72.696
	Acc: 0.927 OSCR : 69.736 AUROC_max_val (%): 75.514 AUROC_real (%): 72.279

Epoch 128/600
157/157 - 3s - loss: 0.8642 - accuracy: 0.9077 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6375064849853516
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.100 83.549 78.400 84.111 79.461
	Acc: 0.940 OSCR : 73.310 AUROC_max_val (%): 83.549 AUROC_real (%): 75.468

Epoch 129/600
157/157 - 3s - loss: 0.8516 - accuracy: 0.9096 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7235472202301025
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.500 79.533 73.650 78.764 75.748
	Acc: 0.933 OSCR : 70.324 AUROC_max_val (%): 79.533 AUROC_real (%): 72.677

Epoch 130/600
157/157 - 3s - loss: 0.8612 - accuracy: 0.9071 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7686326503753662
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.900 82.654 76.900 82.361 78.504
	Acc: 0.933 OSCR : 71.733 AUROC_max_val (%): 82.654 AUROC_real (%): 74.447

Epoch 131/600
157/157 - 3s - loss: 0.8538 - accuracy: 0.9096 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6790271401405334
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.400 81.570 76.100 80.792 78.941
	Acc: 0.940 OSCR : 72.979 AUROC_max_val (%): 81.570 AUROC_real (%): 75.528

Epoch 132/600
157/157 - 3s - loss: 0.8294 - accuracy: 0.9110 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6670587658882141
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.100 82.825 76.750 83.324 79.334
	Acc: 0.939 OSCR : 71.405 AUROC_max_val (%): 82.825 AUROC_real (%): 73.827

Epoch 133/600
157/157 - 3s - loss: 0.8472 - accuracy: 0.9104 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6333591341972351
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 80.874 74.700 78.641 78.588
	Acc: 0.940 OSCR : 72.244 AUROC_max_val (%): 80.874 AUROC_real (%): 74.433

Epoch 134/600
157/157 - 3s - loss: 0.8215 - accuracy: 0.9142 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6131576895713806
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.100 82.144 75.950 82.525 78.709
	Acc: 0.942 OSCR : 74.349 AUROC_max_val (%): 82.144 AUROC_real (%): 76.596

Epoch 135/600
157/157 - 3s - loss: 0.8216 - accuracy: 0.9134 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6603946685791016
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.900 83.740 78.050 84.463 80.488
	Acc: 0.941 OSCR : 71.570 AUROC_max_val (%): 83.740 AUROC_real (%): 73.905

Epoch 136/600
157/157 - 3s - loss: 0.8329 - accuracy: 0.9102 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6692593097686768
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.800 84.422 77.700 84.875 81.177
	Acc: 0.940 OSCR : 70.631 AUROC_max_val (%): 84.422 AUROC_real (%): 72.914

Epoch 137/600
157/157 - 3s - loss: 0.8423 - accuracy: 0.9119 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6736058592796326
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 81.019 74.800 79.883 78.793
	Acc: 0.938 OSCR : 72.374 AUROC_max_val (%): 81.019 AUROC_real (%): 74.753

Epoch 138/600
157/157 - 3s - loss: 0.8311 - accuracy: 0.9129 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6404761075973511
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 83.753 77.650 84.535 80.462
	Acc: 0.945 OSCR : 73.756 AUROC_max_val (%): 83.753 AUROC_real (%): 76.084

Epoch 139/600
157/157 - 3s - loss: 0.8237 - accuracy: 0.9124 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6703492403030396
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 83.724 76.850 83.600 80.380
	Acc: 0.938 OSCR : 71.132 AUROC_max_val (%): 83.724 AUROC_real (%): 73.699

Epoch 140/600
157/157 - 3s - loss: 0.7945 - accuracy: 0.9171 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5843153595924377
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 83.583 77.100 82.337 81.598
	Acc: 0.948 OSCR : 71.746 AUROC_max_val (%): 83.583 AUROC_real (%): 73.762

Epoch 141/600
157/157 - 3s - loss: 0.8111 - accuracy: 0.9140 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.626261830329895
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 83.890 77.750 82.784 81.994
	Acc: 0.943 OSCR : 75.388 AUROC_max_val (%): 83.890 AUROC_real (%): 77.938

Epoch 142/600
157/157 - 3s - loss: 0.8176 - accuracy: 0.9132 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6750064492225647
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 81.524 75.900 79.694 79.139
	Acc: 0.944 OSCR : 71.747 AUROC_max_val (%): 81.524 AUROC_real (%): 73.948

Epoch 143/600
157/157 - 3s - loss: 0.7811 - accuracy: 0.9171 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.558493435382843
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 84.502 78.450 84.797 81.100
	Acc: 0.951 OSCR : 74.011 AUROC_max_val (%): 84.502 AUROC_real (%): 75.853

Epoch 144/600
157/157 - 3s - loss: 0.7710 - accuracy: 0.9198 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6492056250572205
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 86.838 80.050 88.392 83.575
	Acc: 0.944 OSCR : 71.843 AUROC_max_val (%): 86.838 AUROC_real (%): 74.211

Epoch 145/600
157/157 - 3s - loss: 0.7848 - accuracy: 0.9183 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.552183210849762
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 85.713 79.200 85.902 83.503
	Acc: 0.942 OSCR : 75.880 AUROC_max_val (%): 85.713 AUROC_real (%): 78.173

Epoch 146/600
157/157 - 3s - loss: 0.8072 - accuracy: 0.9137 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.602353036403656
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 84.490 77.850 85.020 82.347
	Acc: 0.940 OSCR : 73.234 AUROC_max_val (%): 84.490 AUROC_real (%): 75.657

Epoch 147/600
157/157 - 3s - loss: 0.7859 - accuracy: 0.9173 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5938730835914612
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 85.988 80.000 87.119 82.889
	Acc: 0.941 OSCR : 72.604 AUROC_max_val (%): 85.988 AUROC_real (%): 74.665

Epoch 148/600
157/157 - 3s - loss: 0.7649 - accuracy: 0.9201 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5858249068260193
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 86.260 80.450 87.082 83.630
	Acc: 0.946 OSCR : 73.696 AUROC_max_val (%): 86.260 AUROC_real (%): 75.742

Epoch 149/600
157/157 - 3s - loss: 0.7724 - accuracy: 0.9193 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6502556204795837
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 83.951 78.250 83.959 81.146
	Acc: 0.943 OSCR : 72.035 AUROC_max_val (%): 83.951 AUROC_real (%): 74.362

Epoch 150/600
157/157 - 3s - loss: 0.7747 - accuracy: 0.9164 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.590438961982727
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.700 83.769 77.800 83.912 80.913
	Acc: 0.947 OSCR : 73.876 AUROC_max_val (%): 83.769 AUROC_real (%): 76.022

Epoch 151/600
157/157 - 3s - loss: 0.7738 - accuracy: 0.9193 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6872707009315491
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 82.375 76.150 82.071 80.307
	Acc: 0.940 OSCR : 72.217 AUROC_max_val (%): 82.375 AUROC_real (%): 74.728

Epoch 152/600
157/157 - 3s - loss: 0.7682 - accuracy: 0.9184 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6598280072212219
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.500 82.513 76.850 81.795 80.212
	Acc: 0.945 OSCR : 71.427 AUROC_max_val (%): 82.513 AUROC_real (%): 73.648

Epoch 153/600
157/157 - 3s - loss: 0.7549 - accuracy: 0.9208 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5900797247886658
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.700 85.443 78.950 85.926 83.481
	Acc: 0.943 OSCR : 74.190 AUROC_max_val (%): 85.443 AUROC_real (%): 76.569

Epoch 154/600
157/157 - 3s - loss: 0.7456 - accuracy: 0.9214 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5978029370307922
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.600 84.147 78.000 84.044 81.830
	Acc: 0.942 OSCR : 75.716 AUROC_max_val (%): 84.147 AUROC_real (%): 78.059

Epoch 155/600
157/157 - 3s - loss: 0.7440 - accuracy: 0.9195 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5873212218284607
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.200 84.575 79.000 84.803 81.328
	Acc: 0.949 OSCR : 74.225 AUROC_max_val (%): 84.575 AUROC_real (%): 76.440

Epoch 156/600
157/157 - 3s - loss: 0.7402 - accuracy: 0.9222 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5769829154014587
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 84.717 78.050 84.003 83.100
	Acc: 0.947 OSCR : 73.565 AUROC_max_val (%): 84.717 AUROC_real (%): 75.793

Epoch 157/600
157/157 - 3s - loss: 0.7465 - accuracy: 0.9204 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6354067325592041
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 82.609 76.650 82.298 79.636
	Acc: 0.941 OSCR : 72.512 AUROC_max_val (%): 82.609 AUROC_real (%): 74.644

Epoch 158/600
157/157 - 3s - loss: 0.7511 - accuracy: 0.9216 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6348429918289185
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 84.151 78.150 84.346 81.159
	Acc: 0.941 OSCR : 71.824 AUROC_max_val (%): 84.151 AUROC_real (%): 74.020

Epoch 159/600
157/157 - 3s - loss: 0.7310 - accuracy: 0.9223 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5981045365333557
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 84.442 78.050 85.108 81.328
	Acc: 0.947 OSCR : 72.074 AUROC_max_val (%): 84.442 AUROC_real (%): 74.116

Epoch 160/600
157/157 - 3s - loss: 0.7407 - accuracy: 0.9228 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5897589325904846
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 84.814 78.550 85.270 80.952
	Acc: 0.945 OSCR : 73.246 AUROC_max_val (%): 84.814 AUROC_real (%): 75.365

Epoch 161/600
157/157 - 3s - loss: 0.7107 - accuracy: 0.9259 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6081861853599548
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.700 84.972 78.500 85.236 81.779
	Acc: 0.946 OSCR : 71.102 AUROC_max_val (%): 84.972 AUROC_real (%): 73.218

Epoch 162/600
157/157 - 3s - loss: 0.7304 - accuracy: 0.9225 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6404266357421875
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 83.995 77.550 83.807 80.972
	Acc: 0.937 OSCR : 72.343 AUROC_max_val (%): 83.995 AUROC_real (%): 74.547

Epoch 163/600
157/157 - 3s - loss: 0.7223 - accuracy: 0.9232 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6572067141532898
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.400 83.024 77.750 82.011 80.604
	Acc: 0.940 OSCR : 73.891 AUROC_max_val (%): 83.024 AUROC_real (%): 76.238

Epoch 164/600
157/157 - 3s - loss: 0.7138 - accuracy: 0.9237 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5699155330657959
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 85.001 78.850 85.959 81.545
	Acc: 0.951 OSCR : 73.468 AUROC_max_val (%): 85.001 AUROC_real (%): 75.412

Epoch 165/600
157/157 - 3s - loss: 0.7307 - accuracy: 0.9228 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.5670411586761475
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 85.613 79.800 86.233 82.163
	Acc: 0.944 OSCR : 76.912 AUROC_max_val (%): 85.613 AUROC_real (%): 79.064

Epoch 166/600
157/157 - 3s - loss: 0.7230 - accuracy: 0.9219 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5788920521736145
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.500 84.758 78.650 85.000 81.935
	Acc: 0.943 OSCR : 74.531 AUROC_max_val (%): 84.758 AUROC_real (%): 76.702

Epoch 167/600
157/157 - 3s - loss: 0.7030 - accuracy: 0.9257 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6657699942588806
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.900 84.077 77.950 84.466 81.126
	Acc: 0.941 OSCR : 71.855 AUROC_max_val (%): 84.077 AUROC_real (%): 74.173

Epoch 168/600
157/157 - 3s - loss: 0.6941 - accuracy: 0.9272 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5970162153244019
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 86.586 80.250 87.868 83.601
	Acc: 0.944 OSCR : 72.456 AUROC_max_val (%): 86.586 AUROC_real (%): 74.634

Epoch 169/600
157/157 - 3s - loss: 0.7099 - accuracy: 0.9236 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6097630262374878
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 84.557 78.700 84.603 81.652
	Acc: 0.945 OSCR : 73.220 AUROC_max_val (%): 84.557 AUROC_real (%): 75.340

Epoch 170/600
157/157 - 3s - loss: 0.6948 - accuracy: 0.9265 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6252758502960205
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 85.340 79.100 85.958 82.740
	Acc: 0.943 OSCR : 72.993 AUROC_max_val (%): 85.340 AUROC_real (%): 75.223

Epoch 171/600
157/157 - 3s - loss: 0.7163 - accuracy: 0.9257 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5820123553276062
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 84.438 78.650 84.805 81.706
	Acc: 0.944 OSCR : 72.554 AUROC_max_val (%): 84.438 AUROC_real (%): 74.621

Epoch 172/600
157/157 - 3s - loss: 0.6880 - accuracy: 0.9280 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6338862180709839
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 83.922 77.650 83.667 81.494
	Acc: 0.945 OSCR : 71.654 AUROC_max_val (%): 83.922 AUROC_real (%): 73.838

Epoch 173/600
157/157 - 3s - loss: 0.6915 - accuracy: 0.9266 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.613314688205719
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 84.890 78.800 85.347 82.074
	Acc: 0.942 OSCR : 74.104 AUROC_max_val (%): 84.890 AUROC_real (%): 76.383

Epoch 174/600
157/157 - 3s - loss: 0.7062 - accuracy: 0.9248 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6370669007301331
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 84.043 78.300 83.653 81.522
	Acc: 0.944 OSCR : 73.062 AUROC_max_val (%): 84.043 AUROC_real (%): 75.311

Epoch 175/600
157/157 - 3s - loss: 0.6949 - accuracy: 0.9263 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5994816422462463
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 84.963 78.400 85.118 82.677
	Acc: 0.946 OSCR : 74.230 AUROC_max_val (%): 84.963 AUROC_real (%): 76.464

Epoch 176/600
157/157 - 3s - loss: 0.6870 - accuracy: 0.9265 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.613232433795929
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.100 83.231 77.250 82.772 81.203
	Acc: 0.943 OSCR : 72.603 AUROC_max_val (%): 83.231 AUROC_real (%): 74.827

Epoch 177/600
157/157 - 3s - loss: 0.6838 - accuracy: 0.9296 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.618405818939209
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 84.499 78.250 84.892 81.794
	Acc: 0.943 OSCR : 73.591 AUROC_max_val (%): 84.499 AUROC_real (%): 75.883

Epoch 178/600
157/157 - 3s - loss: 0.6934 - accuracy: 0.9268 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6433823108673096
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 84.402 78.350 84.390 81.671
	Acc: 0.940 OSCR : 72.542 AUROC_max_val (%): 84.402 AUROC_real (%): 74.853

Epoch 179/600
157/157 - 3s - loss: 0.6753 - accuracy: 0.9299 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.600235104560852
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.300 85.562 79.350 85.879 82.701
	Acc: 0.943 OSCR : 74.712 AUROC_max_val (%): 85.562 AUROC_real (%): 76.942

Epoch 180/600
157/157 - 3s - loss: 0.6851 - accuracy: 0.9265 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.60652095079422
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.500 85.911 80.100 86.700 82.678
	Acc: 0.944 OSCR : 74.036 AUROC_max_val (%): 85.911 AUROC_real (%): 76.323

Epoch 181/600
157/157 - 3s - loss: 0.6870 - accuracy: 0.9292 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6391210556030273
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 84.290 78.350 84.178 81.592
	Acc: 0.942 OSCR : 72.523 AUROC_max_val (%): 84.290 AUROC_real (%): 74.754

Epoch 182/600
157/157 - 3s - loss: 0.7024 - accuracy: 0.9259 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6025249361991882
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 85.056 78.950 85.180 82.324
	Acc: 0.945 OSCR : 73.297 AUROC_max_val (%): 85.056 AUROC_real (%): 75.472

Epoch 183/600
157/157 - 3s - loss: 0.6889 - accuracy: 0.9264 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5808231234550476
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 84.823 78.750 84.807 82.441
	Acc: 0.948 OSCR : 73.435 AUROC_max_val (%): 84.823 AUROC_real (%): 75.528

Epoch 184/600
157/157 - 3s - loss: 0.6969 - accuracy: 0.9270 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5986122488975525
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 85.400 79.050 85.805 82.274
	Acc: 0.946 OSCR : 73.701 AUROC_max_val (%): 85.400 AUROC_real (%): 75.831

Epoch 185/600
157/157 - 3s - loss: 0.6847 - accuracy: 0.9287 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5906941890716553
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 85.249 78.950 85.620 82.119
	Acc: 0.943 OSCR : 74.063 AUROC_max_val (%): 85.249 AUROC_real (%): 76.206

Epoch 186/600
157/157 - 3s - loss: 0.6757 - accuracy: 0.9286 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6035758852958679
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.300 85.121 79.100 85.332 81.938
	Acc: 0.945 OSCR : 73.931 AUROC_max_val (%): 85.121 AUROC_real (%): 76.157

Epoch 187/600
157/157 - 3s - loss: 0.6798 - accuracy: 0.9265 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6106104254722595
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 84.710 78.500 84.865 81.679
	Acc: 0.945 OSCR : 73.257 AUROC_max_val (%): 84.710 AUROC_real (%): 75.414

Epoch 188/600
157/157 - 3s - loss: 0.6812 - accuracy: 0.9277 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5983754396438599
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.700 84.611 78.750 84.628 81.805
	Acc: 0.946 OSCR : 73.844 AUROC_max_val (%): 84.611 AUROC_real (%): 75.969

Epoch 189/600
157/157 - 3s - loss: 0.6983 - accuracy: 0.9254 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5980790853500366
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 84.451 78.400 84.388 81.834
	Acc: 0.942 OSCR : 73.451 AUROC_max_val (%): 84.451 AUROC_real (%): 75.605

Epoch 190/600
157/157 - 3s - loss: 0.6734 - accuracy: 0.9283 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5862641930580139
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 84.772 79.000 84.844 82.166
	Acc: 0.944 OSCR : 73.729 AUROC_max_val (%): 84.772 AUROC_real (%): 75.854

Epoch 191/600
157/157 - 3s - loss: 0.6657 - accuracy: 0.9305 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5889031887054443
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 84.638 78.500 84.742 82.073
	Acc: 0.943 OSCR : 73.719 AUROC_max_val (%): 84.638 AUROC_real (%): 75.879

Epoch 192/600
157/157 - 3s - loss: 0.6773 - accuracy: 0.9287 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5842407941818237
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 84.818 78.550 84.923 82.248
	Acc: 0.945 OSCR : 73.774 AUROC_max_val (%): 84.818 AUROC_real (%): 75.890

Epoch 193/600
157/157 - 3s - loss: 0.6649 - accuracy: 0.9294 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.582668125629425
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 84.706 78.400 84.673 82.108
	Acc: 0.947 OSCR : 74.245 AUROC_max_val (%): 84.706 AUROC_real (%): 76.357

Epoch 194/600
157/157 - 3s - loss: 0.6626 - accuracy: 0.9311 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5846689343452454
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 84.768 78.500 84.835 82.191
	Acc: 0.944 OSCR : 73.947 AUROC_max_val (%): 84.768 AUROC_real (%): 76.067

Epoch 195/600
157/157 - 3s - loss: 0.6727 - accuracy: 0.9284 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5842199325561523
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 84.821 78.550 84.921 82.202
	Acc: 0.944 OSCR : 74.002 AUROC_max_val (%): 84.821 AUROC_real (%): 76.137

Epoch 196/600
157/157 - 3s - loss: 0.6667 - accuracy: 0.9299 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5849406719207764
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 84.975 78.850 85.109 82.340
	Acc: 0.944 OSCR : 74.211 AUROC_max_val (%): 84.975 AUROC_real (%): 76.355

Epoch 197/600
157/157 - 3s - loss: 0.6958 - accuracy: 0.9267 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5858471393585205
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 84.881 78.700 84.969 82.220
	Acc: 0.945 OSCR : 74.190 AUROC_max_val (%): 84.881 AUROC_real (%): 76.328

Epoch 198/600
157/157 - 3s - loss: 0.6827 - accuracy: 0.9291 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5848979949951172
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 84.901 78.650 85.012 82.285
	Acc: 0.946 OSCR : 74.158 AUROC_max_val (%): 84.901 AUROC_real (%): 76.286

Epoch 199/600
157/157 - 3s - loss: 0.6515 - accuracy: 0.9316 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5881508588790894
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.800 84.833 78.600 84.933 82.192
	Acc: 0.945 OSCR : 74.013 AUROC_max_val (%): 84.833 AUROC_real (%): 76.141

Epoch 200/600
157/157 - 3s - loss: 0.6762 - accuracy: 0.9283 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5867416858673096
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 84.938 78.750 85.068 82.214
	Acc: 0.945 OSCR : 74.054 AUROC_max_val (%): 84.938 AUROC_real (%): 76.187

Epoch 201/600
157/157 - 3s - loss: 0.6920 - accuracy: 0.9280 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.594108521938324
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 84.699 78.600 84.795 82.061
	Acc: 0.945 OSCR : 73.506 AUROC_max_val (%): 84.699 AUROC_real (%): 75.628

Epoch 202/600
157/157 - 3s - loss: 1.1072 - accuracy: 0.8855 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8018115758895874
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.500 79.624 73.250 82.174 74.824
	Acc: 0.932 OSCR : 62.391 AUROC_max_val (%): 79.624 AUROC_real (%): 64.722

Epoch 203/600
157/157 - 3s - loss: 1.1018 - accuracy: 0.8842 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7028868198394775
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 84.855 77.850 86.907 80.646
	Acc: 0.935 OSCR : 73.788 AUROC_max_val (%): 84.855 AUROC_real (%): 76.560

Epoch 204/600
157/157 - 3s - loss: 1.0873 - accuracy: 0.8857 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8362866044044495
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.000 82.290 76.850 82.499 77.288
	Acc: 0.919 OSCR : 72.568 AUROC_max_val (%): 82.290 AUROC_real (%): 75.633

Epoch 205/600
157/157 - 3s - loss: 1.0925 - accuracy: 0.8875 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9644153118133545
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.300 75.466 69.550 76.850 71.495
	Acc: 0.917 OSCR : 61.548 AUROC_max_val (%): 75.466 AUROC_real (%): 64.586

Epoch 206/600
157/157 - 3s - loss: 1.0760 - accuracy: 0.8880 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8717084527015686
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.200 84.291 77.600 86.109 80.651
	Acc: 0.935 OSCR : 66.908 AUROC_max_val (%): 84.291 AUROC_real (%): 69.616

Epoch 207/600
157/157 - 3s - loss: 1.0962 - accuracy: 0.8835 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9356627464294434
	accuracy: 0.9049999713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 81.009 73.650 83.593 77.206
	Acc: 0.905 OSCR : 69.534 AUROC_max_val (%): 81.009 AUROC_real (%): 73.061

Epoch 208/600
157/157 - 3s - loss: 1.0623 - accuracy: 0.8880 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7919256091117859
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.700 82.250 76.200 83.346 79.015
	Acc: 0.927 OSCR : 70.763 AUROC_max_val (%): 82.250 AUROC_real (%): 73.790

Epoch 209/600
157/157 - 3s - loss: 1.0552 - accuracy: 0.8873 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.5490244626998901
	accuracy: 0.8859999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.500 70.287 66.450 69.792 67.323
	Acc: 0.886 OSCR : 56.393 AUROC_max_val (%): 70.287 AUROC_real (%): 60.759

Epoch 210/600
157/157 - 3s - loss: 1.0628 - accuracy: 0.8878 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0805244445800781
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.600 78.110 72.300 78.724 74.077
	Acc: 0.908 OSCR : 61.528 AUROC_max_val (%): 78.110 AUROC_real (%): 64.915

Epoch 211/600
157/157 - 3s - loss: 1.0502 - accuracy: 0.8906 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8762850165367126
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.700 81.746 75.550 84.880 76.224
	Acc: 0.923 OSCR : 70.444 AUROC_max_val (%): 81.746 AUROC_real (%): 73.782

Epoch 212/600
157/157 - 3s - loss: 1.0594 - accuracy: 0.8893 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9291414618492126
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.200 83.767 77.100 85.405 80.126
	Acc: 0.936 OSCR : 66.948 AUROC_max_val (%): 83.767 AUROC_real (%): 69.810

Epoch 213/600
157/157 - 3s - loss: 1.0538 - accuracy: 0.8910 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8855074048042297
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.500 84.274 77.950 86.848 78.538
	Acc: 0.921 OSCR : 70.181 AUROC_max_val (%): 84.274 AUROC_real (%): 73.578

Epoch 214/600
157/157 - 3s - loss: 1.0687 - accuracy: 0.8870 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9415604472160339
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 82.006 75.900 84.039 78.140
	Acc: 0.931 OSCR : 61.317 AUROC_max_val (%): 82.006 AUROC_real (%): 64.138

Epoch 215/600
157/157 - 3s - loss: 1.0315 - accuracy: 0.8924 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8365775346755981
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.900 83.167 76.800 85.424 78.550
	Acc: 0.929 OSCR : 70.334 AUROC_max_val (%): 83.167 AUROC_real (%): 73.157

Epoch 216/600
157/157 - 3s - loss: 1.0394 - accuracy: 0.8910 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8012139797210693
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.700 85.496 79.650 88.208 79.128
	Acc: 0.923 OSCR : 76.737 AUROC_max_val (%): 85.496 AUROC_real (%): 79.767

Epoch 217/600
157/157 - 3s - loss: 1.0275 - accuracy: 0.8917 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9367285370826721
	accuracy: 0.9089999794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.700 81.565 75.950 83.982 75.680
	Acc: 0.909 OSCR : 69.397 AUROC_max_val (%): 81.565 AUROC_real (%): 72.699

Epoch 218/600
157/157 - 3s - loss: 0.9805 - accuracy: 0.8960 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8413914442062378
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.300 77.358 71.950 77.866 72.101
	Acc: 0.934 OSCR : 67.602 AUROC_max_val (%): 77.358 AUROC_real (%): 70.468

Epoch 219/600
157/157 - 3s - loss: 1.0288 - accuracy: 0.8903 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7838349938392639
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.400 83.932 77.150 85.628 80.652
	Acc: 0.935 OSCR : 69.933 AUROC_max_val (%): 83.932 AUROC_real (%): 72.845

Epoch 220/600
157/157 - 3s - loss: 0.9947 - accuracy: 0.8961 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1643950939178467
	accuracy: 0.8980000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.100 75.659 70.650 79.099 70.439
	Acc: 0.898 OSCR : 67.826 AUROC_max_val (%): 75.659 AUROC_real (%): 72.313

Epoch 221/600
157/157 - 3s - loss: 1.0214 - accuracy: 0.8926 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7275175452232361
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.500 77.485 72.550 76.663 74.318
	Acc: 0.940 OSCR : 67.203 AUROC_max_val (%): 77.485 AUROC_real (%): 69.438

Epoch 222/600
157/157 - 3s - loss: 1.0169 - accuracy: 0.8925 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6636654734611511
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 84.052 77.100 84.712 81.737
	Acc: 0.937 OSCR : 72.795 AUROC_max_val (%): 84.052 AUROC_real (%): 75.481

Epoch 223/600
157/157 - 3s - loss: 1.0097 - accuracy: 0.8935 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.747247576713562
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.800 80.085 74.450 80.504 75.872
	Acc: 0.940 OSCR : 71.335 AUROC_max_val (%): 80.085 AUROC_real (%): 73.578

Epoch 224/600
157/157 - 3s - loss: 0.9801 - accuracy: 0.8972 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9789180159568787
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.900 76.788 71.050 78.590 72.953
	Acc: 0.919 OSCR : 59.734 AUROC_max_val (%): 76.788 AUROC_real (%): 62.616

Epoch 225/600
157/157 - 3s - loss: 0.9947 - accuracy: 0.8951 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6642472147941589
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 82.337 76.200 82.338 79.315
	Acc: 0.933 OSCR : 77.685 AUROC_max_val (%): 82.337 AUROC_real (%): 80.584

Epoch 226/600
157/157 - 3s - loss: 1.0030 - accuracy: 0.8950 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6736415028572083
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 81.362 75.500 80.926 77.176
	Acc: 0.931 OSCR : 72.308 AUROC_max_val (%): 81.362 AUROC_real (%): 74.774

Epoch 227/600
157/157 - 3s - loss: 0.9727 - accuracy: 0.8977 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9368350505828857
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.500 78.359 72.050 80.404 73.218
	Acc: 0.929 OSCR : 63.906 AUROC_max_val (%): 78.359 AUROC_real (%): 66.306

Epoch 228/600
157/157 - 3s - loss: 0.9677 - accuracy: 0.8990 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8064696788787842
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.500 76.765 70.600 74.642 74.904
	Acc: 0.918 OSCR : 70.158 AUROC_max_val (%): 76.765 AUROC_real (%): 73.000

Epoch 229/600
157/157 - 3s - loss: 0.9788 - accuracy: 0.8964 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6043005585670471
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 85.382 78.850 87.402 81.378
	Acc: 0.941 OSCR : 74.184 AUROC_max_val (%): 85.382 AUROC_real (%): 76.318

Epoch 230/600
157/157 - 3s - loss: 0.9428 - accuracy: 0.9002 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7096084952354431
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.600 83.508 77.850 82.769 80.547
	Acc: 0.934 OSCR : 71.949 AUROC_max_val (%): 83.508 AUROC_real (%): 74.771

Epoch 231/600
157/157 - 3s - loss: 0.9631 - accuracy: 0.8978 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9196973443031311
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.600 77.661 72.100 77.824 73.282
	Acc: 0.920 OSCR : 70.703 AUROC_max_val (%): 77.661 AUROC_real (%): 73.775

Epoch 232/600
157/157 - 3s - loss: 0.9821 - accuracy: 0.8959 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7296910881996155
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.900 81.990 75.950 83.037 78.609
	Acc: 0.926 OSCR : 70.392 AUROC_max_val (%): 81.990 AUROC_real (%): 73.044

Epoch 233/600
157/157 - 3s - loss: 0.9650 - accuracy: 0.8996 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8879327774047852
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.900 80.022 74.150 81.813 76.107
	Acc: 0.934 OSCR : 69.206 AUROC_max_val (%): 80.022 AUROC_real (%): 71.766

Epoch 234/600
157/157 - 3s - loss: 0.9562 - accuracy: 0.8990 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7228684425354004
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.600 84.616 77.800 86.355 81.640
	Acc: 0.936 OSCR : 73.581 AUROC_max_val (%): 84.616 AUROC_real (%): 76.396

Epoch 235/600
157/157 - 3s - loss: 0.9385 - accuracy: 0.9004 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7274630069732666
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.700 78.477 72.250 78.396 76.463
	Acc: 0.930 OSCR : 68.220 AUROC_max_val (%): 78.477 AUROC_real (%): 70.679

Epoch 236/600
157/157 - 3s - loss: 0.9505 - accuracy: 0.8993 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.819732666015625
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.400 79.861 75.400 79.544 76.628
	Acc: 0.930 OSCR : 67.035 AUROC_max_val (%): 79.861 AUROC_real (%): 69.653

Epoch 237/600
157/157 - 3s - loss: 0.9576 - accuracy: 0.9002 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7605363726615906
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.500 79.585 72.500 80.258 76.631
	Acc: 0.933 OSCR : 72.167 AUROC_max_val (%): 79.585 AUROC_real (%): 74.839

Epoch 238/600
157/157 - 3s - loss: 0.9162 - accuracy: 0.9036 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8349693417549133
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.900 78.350 72.550 81.368 73.710
	Acc: 0.921 OSCR : 68.653 AUROC_max_val (%): 78.350 AUROC_real (%): 71.583

Epoch 239/600
157/157 - 3s - loss: 0.9308 - accuracy: 0.9011 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8115031719207764
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.500 83.306 76.800 85.615 79.102
	Acc: 0.930 OSCR : 65.458 AUROC_max_val (%): 83.306 AUROC_real (%): 68.087

Epoch 240/600
157/157 - 3s - loss: 0.9721 - accuracy: 0.8965 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7458816766738892
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.000 83.724 77.800 86.109 78.793
	Acc: 0.927 OSCR : 72.812 AUROC_max_val (%): 83.724 AUROC_real (%): 75.840

Epoch 241/600
157/157 - 3s - loss: 0.9411 - accuracy: 0.9008 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8215149641036987
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.400 84.084 76.600 86.531 80.847
	Acc: 0.935 OSCR : 62.060 AUROC_max_val (%): 84.084 AUROC_real (%): 64.583

Epoch 242/600
157/157 - 3s - loss: 0.9050 - accuracy: 0.9050 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9862109422683716
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 82.114 75.600 83.694 78.434
	Acc: 0.923 OSCR : 69.655 AUROC_max_val (%): 82.114 AUROC_real (%): 73.198

Epoch 243/600
157/157 - 3s - loss: 0.9247 - accuracy: 0.9021 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8484261631965637
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.200 83.813 78.100 84.717 79.744
	Acc: 0.939 OSCR : 68.427 AUROC_max_val (%): 83.813 AUROC_real (%): 70.763

Epoch 244/600
157/157 - 3s - loss: 0.9121 - accuracy: 0.9025 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.225882887840271
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.500 72.991 69.050 70.129 71.634
	Acc: 0.925 OSCR : 57.138 AUROC_max_val (%): 72.991 AUROC_real (%): 59.880

Epoch 245/600
157/157 - 3s - loss: 0.8867 - accuracy: 0.9067 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9795888662338257
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.400 75.046 70.050 73.290 73.098
	Acc: 0.932 OSCR : 64.404 AUROC_max_val (%): 75.046 AUROC_real (%): 67.217

Epoch 246/600
157/157 - 3s - loss: 0.9205 - accuracy: 0.9031 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7997116446495056
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.800 81.722 76.350 82.659 78.195
	Acc: 0.933 OSCR : 67.425 AUROC_max_val (%): 81.722 AUROC_real (%): 70.083

Epoch 247/600
157/157 - 3s - loss: 0.9100 - accuracy: 0.9029 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0353304147720337
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.200 80.595 74.150 82.682 76.055
	Acc: 0.925 OSCR : 61.507 AUROC_max_val (%): 80.595 AUROC_real (%): 64.659

Epoch 248/600
157/157 - 3s - loss: 0.9188 - accuracy: 0.9028 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8219195604324341
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.000 83.036 75.950 85.498 79.172
	Acc: 0.926 OSCR : 68.583 AUROC_max_val (%): 83.036 AUROC_real (%): 71.647

Epoch 249/600
157/157 - 3s - loss: 0.9104 - accuracy: 0.9045 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6274758577346802
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 86.920 81.000 88.855 82.424
	Acc: 0.941 OSCR : 75.573 AUROC_max_val (%): 86.920 AUROC_real (%): 78.005

Epoch 250/600
157/157 - 3s - loss: 0.9043 - accuracy: 0.9060 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7066057324409485
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.700 85.889 79.050 87.573 82.065
	Acc: 0.939 OSCR : 71.364 AUROC_max_val (%): 85.889 AUROC_real (%): 73.883

Epoch 251/600
157/157 - 3s - loss: 0.8844 - accuracy: 0.9065 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8180645108222961
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.300 81.543 74.650 82.757 77.557
	Acc: 0.928 OSCR : 68.010 AUROC_max_val (%): 81.543 AUROC_real (%): 70.578

Epoch 252/600
157/157 - 3s - loss: 0.8610 - accuracy: 0.9085 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6695079803466797
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 81.938 76.050 80.963 79.663
	Acc: 0.940 OSCR : 74.882 AUROC_max_val (%): 81.938 AUROC_real (%): 77.448

Epoch 253/600
157/157 - 3s - loss: 0.8685 - accuracy: 0.9080 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6427684426307678
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 82.599 76.050 82.959 80.339
	Acc: 0.940 OSCR : 70.985 AUROC_max_val (%): 82.599 AUROC_real (%): 73.529

Epoch 254/600
157/157 - 3s - loss: 0.8853 - accuracy: 0.9063 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8467142581939697
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.900 80.636 74.400 80.172 77.593
	Acc: 0.925 OSCR : 69.493 AUROC_max_val (%): 80.636 AUROC_real (%): 72.462

Epoch 255/600
157/157 - 3s - loss: 0.8895 - accuracy: 0.9064 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8824689388275146
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.500 77.847 71.700 77.080 74.773
	Acc: 0.926 OSCR : 66.758 AUROC_max_val (%): 77.847 AUROC_real (%): 69.396

Epoch 256/600
157/157 - 3s - loss: 0.8804 - accuracy: 0.9078 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6940336227416992
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.500 81.034 74.950 81.695 76.693
	Acc: 0.934 OSCR : 68.223 AUROC_max_val (%): 81.034 AUROC_real (%): 70.568

Epoch 257/600
157/157 - 3s - loss: 0.8813 - accuracy: 0.9089 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9860134124755859
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 86.589 79.900 88.180 83.325
	Acc: 0.943 OSCR : 62.704 AUROC_max_val (%): 86.589 AUROC_real (%): 65.477

Epoch 258/600
157/157 - 3s - loss: 0.8594 - accuracy: 0.9089 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6836798191070557
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 83.682 76.850 84.346 81.412
	Acc: 0.933 OSCR : 75.615 AUROC_max_val (%): 83.682 AUROC_real (%): 78.628

Epoch 259/600
157/157 - 3s - loss: 0.8704 - accuracy: 0.9083 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7338405251502991
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 79.639 74.050 80.154 75.900
	Acc: 0.939 OSCR : 67.405 AUROC_max_val (%): 79.639 AUROC_real (%): 69.918

Epoch 260/600
157/157 - 3s - loss: 0.8328 - accuracy: 0.9128 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.753426194190979
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 81.709 75.500 82.208 78.593
	Acc: 0.942 OSCR : 65.588 AUROC_max_val (%): 81.709 AUROC_real (%): 68.029

Epoch 261/600
157/157 - 3s - loss: 0.8506 - accuracy: 0.9111 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8097121119499207
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.600 79.200 72.850 80.104 76.016
	Acc: 0.927 OSCR : 66.620 AUROC_max_val (%): 79.200 AUROC_real (%): 69.404

Epoch 262/600
157/157 - 3s - loss: 0.8661 - accuracy: 0.9087 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8279547095298767
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.900 82.743 76.800 84.272 78.446
	Acc: 0.941 OSCR : 66.280 AUROC_max_val (%): 82.743 AUROC_real (%): 68.597

Epoch 263/600
157/157 - 3s - loss: 0.8393 - accuracy: 0.9114 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8337316513061523
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 82.881 76.350 84.132 79.994
	Acc: 0.940 OSCR : 66.388 AUROC_max_val (%): 82.881 AUROC_real (%): 68.948

Epoch 264/600
157/157 - 3s - loss: 0.8366 - accuracy: 0.9117 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8272066712379456
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.600 80.603 74.450 81.527 76.995
	Acc: 0.936 OSCR : 64.287 AUROC_max_val (%): 80.603 AUROC_real (%): 66.901

Epoch 265/600
157/157 - 3s - loss: 0.8158 - accuracy: 0.9151 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7390387058258057
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 78.492 71.950 76.572 77.605
	Acc: 0.935 OSCR : 65.558 AUROC_max_val (%): 78.492 AUROC_real (%): 67.959

Epoch 266/600
157/157 - 3s - loss: 0.8242 - accuracy: 0.9140 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6777790784835815
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.900 80.736 75.450 79.131 77.603
	Acc: 0.944 OSCR : 71.638 AUROC_max_val (%): 80.736 AUROC_real (%): 74.052

Epoch 267/600
157/157 - 3s - loss: 0.8312 - accuracy: 0.9119 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5645853281021118
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 86.340 79.200 88.093 83.286
	Acc: 0.942 OSCR : 79.772 AUROC_max_val (%): 86.340 AUROC_real (%): 82.210

Epoch 268/600
157/157 - 3s - loss: 0.8280 - accuracy: 0.9139 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6364635229110718
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.900 83.387 77.150 85.277 79.753
	Acc: 0.944 OSCR : 73.058 AUROC_max_val (%): 83.387 AUROC_real (%): 75.199

Epoch 269/600
157/157 - 3s - loss: 0.8408 - accuracy: 0.9117 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6920926570892334
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.300 83.480 77.750 84.101 79.862
	Acc: 0.932 OSCR : 72.058 AUROC_max_val (%): 83.480 AUROC_real (%): 74.499

Epoch 270/600
157/157 - 3s - loss: 0.7941 - accuracy: 0.9164 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6059514284133911
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 86.493 79.900 87.870 83.139
	Acc: 0.952 OSCR : 71.859 AUROC_max_val (%): 86.493 AUROC_real (%): 73.962

Epoch 271/600
157/157 - 3s - loss: 0.8192 - accuracy: 0.9154 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7131084203720093
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 81.179 74.650 80.626 78.486
	Acc: 0.935 OSCR : 70.930 AUROC_max_val (%): 81.179 AUROC_real (%): 73.603

Epoch 272/600
157/157 - 3s - loss: 0.8157 - accuracy: 0.9130 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6001018285751343
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 85.091 78.050 86.209 82.288
	Acc: 0.941 OSCR : 75.864 AUROC_max_val (%): 85.091 AUROC_real (%): 78.394

Epoch 273/600
157/157 - 3s - loss: 0.8043 - accuracy: 0.9165 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8025692701339722
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.500 78.194 73.800 77.845 74.980
	Acc: 0.932 OSCR : 64.684 AUROC_max_val (%): 78.194 AUROC_real (%): 67.199

Epoch 274/600
157/157 - 3s - loss: 0.8033 - accuracy: 0.9144 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.620751142501831
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 86.127 79.800 87.796 82.917
	Acc: 0.943 OSCR : 73.352 AUROC_max_val (%): 86.127 AUROC_real (%): 75.568

Epoch 275/600
157/157 - 3s - loss: 0.7909 - accuracy: 0.9182 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6679644584655762
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.500 81.520 75.250 82.127 77.556
	Acc: 0.945 OSCR : 68.706 AUROC_max_val (%): 81.520 AUROC_real (%): 70.899

Epoch 276/600
157/157 - 3s - loss: 0.8029 - accuracy: 0.9166 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7186415195465088
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 84.814 78.250 86.338 81.504
	Acc: 0.948 OSCR : 67.824 AUROC_max_val (%): 84.814 AUROC_real (%): 69.840

Epoch 277/600
157/157 - 3s - loss: 0.7950 - accuracy: 0.9173 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5801236629486084
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 83.734 77.200 83.282 81.304
	Acc: 0.949 OSCR : 67.733 AUROC_max_val (%): 83.734 AUROC_real (%): 69.691

Epoch 278/600
157/157 - 3s - loss: 0.7740 - accuracy: 0.9171 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9420305490493774
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.100 73.724 68.450 72.829 72.961
	Acc: 0.930 OSCR : 59.503 AUROC_max_val (%): 73.724 AUROC_real (%): 62.052

Epoch 279/600
157/157 - 3s - loss: 0.7832 - accuracy: 0.9171 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5735015273094177
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 83.616 77.450 84.187 80.848
	Acc: 0.950 OSCR : 71.545 AUROC_max_val (%): 83.616 AUROC_real (%): 73.576

Epoch 280/600
157/157 - 3s - loss: 0.7907 - accuracy: 0.9179 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5772455930709839
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 80.569 74.300 80.477 78.842
	Acc: 0.948 OSCR : 69.560 AUROC_max_val (%): 80.569 AUROC_real (%): 71.510

Epoch 281/600
157/157 - 3s - loss: 0.7715 - accuracy: 0.9171 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6025902032852173
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 80.526 73.850 80.808 78.506
	Acc: 0.944 OSCR : 67.110 AUROC_max_val (%): 80.526 AUROC_real (%): 69.205

Epoch 282/600
157/157 - 3s - loss: 0.7833 - accuracy: 0.9185 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5931379199028015
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 86.180 80.050 87.083 83.690
	Acc: 0.949 OSCR : 72.907 AUROC_max_val (%): 86.180 AUROC_real (%): 75.102

Epoch 283/600
157/157 - 3s - loss: 0.7637 - accuracy: 0.9204 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6811204552650452
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 87.078 79.600 88.502 84.058
	Acc: 0.946 OSCR : 71.164 AUROC_max_val (%): 87.078 AUROC_real (%): 73.777

Epoch 284/600
157/157 - 3s - loss: 0.7487 - accuracy: 0.9212 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6291948556900024
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 84.200 77.400 85.506 81.081
	Acc: 0.949 OSCR : 66.350 AUROC_max_val (%): 84.200 AUROC_real (%): 68.259

Epoch 285/600
157/157 - 3s - loss: 0.7765 - accuracy: 0.9176 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5647728443145752
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 86.658 80.300 87.858 83.560
	Acc: 0.942 OSCR : 76.249 AUROC_max_val (%): 86.658 AUROC_real (%): 78.631

Epoch 286/600
157/157 - 3s - loss: 0.7666 - accuracy: 0.9192 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6637707352638245
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 81.916 75.700 80.072 81.018
	Acc: 0.948 OSCR : 67.727 AUROC_max_val (%): 81.916 AUROC_real (%): 70.125

Epoch 287/600
157/157 - 3s - loss: 0.7722 - accuracy: 0.9165 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6624635457992554
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 79.806 74.050 79.203 77.177
	Acc: 0.942 OSCR : 67.555 AUROC_max_val (%): 79.806 AUROC_real (%): 69.690

Epoch 288/600
157/157 - 3s - loss: 0.7423 - accuracy: 0.9216 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5801583528518677
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 83.793 77.350 84.636 80.502
	Acc: 0.953 OSCR : 69.599 AUROC_max_val (%): 83.793 AUROC_real (%): 71.464

Epoch 289/600
157/157 - 3s - loss: 0.7541 - accuracy: 0.9205 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5837312340736389
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.700 81.062 75.000 81.911 77.635
	Acc: 0.943 OSCR : 69.595 AUROC_max_val (%): 81.062 AUROC_real (%): 71.491

Epoch 290/600
157/157 - 3s - loss: 0.7554 - accuracy: 0.9190 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.691399097442627
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.400 78.753 72.450 79.394 75.284
	Acc: 0.935 OSCR : 66.747 AUROC_max_val (%): 78.753 AUROC_real (%): 68.999

Epoch 291/600
157/157 - 3s - loss: 0.7488 - accuracy: 0.9201 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6708192229270935
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 79.852 74.050 79.246 77.005
	Acc: 0.940 OSCR : 71.263 AUROC_max_val (%): 79.852 AUROC_real (%): 73.455

Epoch 292/600
157/157 - 3s - loss: 0.7297 - accuracy: 0.9231 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6850540637969971
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.400 81.749 76.100 81.048 78.262
	Acc: 0.935 OSCR : 71.268 AUROC_max_val (%): 81.749 AUROC_real (%): 73.690

Epoch 293/600
157/157 - 3s - loss: 0.7401 - accuracy: 0.9222 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.742082953453064
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.500 81.409 76.000 81.778 78.416
	Acc: 0.939 OSCR : 67.714 AUROC_max_val (%): 81.409 AUROC_real (%): 70.066

Epoch 294/600
157/157 - 3s - loss: 0.7301 - accuracy: 0.9219 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5626793503761292
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 85.322 78.350 87.241 81.347
	Acc: 0.949 OSCR : 69.547 AUROC_max_val (%): 85.322 AUROC_real (%): 71.292

Epoch 295/600
157/157 - 3s - loss: 0.7371 - accuracy: 0.9220 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5825324654579163
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.500 84.130 77.500 84.347 81.013
	Acc: 0.943 OSCR : 73.090 AUROC_max_val (%): 84.130 AUROC_real (%): 75.186

Epoch 296/600
157/157 - 3s - loss: 0.7256 - accuracy: 0.9229 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6659246683120728
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.300 82.173 75.700 83.086 78.395
	Acc: 0.940 OSCR : 72.684 AUROC_max_val (%): 82.173 AUROC_real (%): 75.393

Epoch 297/600
157/157 - 3s - loss: 0.7040 - accuracy: 0.9265 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.659248948097229
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.800 83.884 77.500 84.354 81.313
	Acc: 0.944 OSCR : 70.056 AUROC_max_val (%): 83.884 AUROC_real (%): 72.401

Epoch 298/600
157/157 - 3s - loss: 0.7482 - accuracy: 0.9197 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.662687361240387
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 85.832 80.000 87.179 82.283
	Acc: 0.937 OSCR : 71.876 AUROC_max_val (%): 85.832 AUROC_real (%): 74.339

Epoch 299/600
157/157 - 3s - loss: 0.7061 - accuracy: 0.9261 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7568135857582092
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.700 83.411 77.300 84.726 78.932
	Acc: 0.943 OSCR : 66.241 AUROC_max_val (%): 83.411 AUROC_real (%): 68.721

Epoch 300/600
157/157 - 3s - loss: 0.7001 - accuracy: 0.9258 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5928812026977539
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 82.927 77.350 82.472 79.450
	Acc: 0.950 OSCR : 70.984 AUROC_max_val (%): 82.927 AUROC_real (%): 72.954

Epoch 301/600
157/157 - 3s - loss: 0.7066 - accuracy: 0.9247 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5899419784545898
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 83.094 76.950 83.972 79.950
	Acc: 0.948 OSCR : 69.388 AUROC_max_val (%): 83.094 AUROC_real (%): 71.499

Epoch 302/600
157/157 - 3s - loss: 0.7324 - accuracy: 0.9219 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5411903262138367
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 83.856 78.050 83.458 82.178
	Acc: 0.956 OSCR : 72.666 AUROC_max_val (%): 83.856 AUROC_real (%): 74.575

Epoch 303/600
157/157 - 3s - loss: 0.6938 - accuracy: 0.9268 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6058105826377869
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 82.552 76.100 81.843 80.619
	Acc: 0.955 OSCR : 71.402 AUROC_max_val (%): 82.552 AUROC_real (%): 73.474

Epoch 304/600
157/157 - 3s - loss: 0.6941 - accuracy: 0.9263 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.584303081035614
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 85.241 78.700 85.946 82.745
	Acc: 0.946 OSCR : 74.945 AUROC_max_val (%): 85.241 AUROC_real (%): 77.149

Epoch 305/600
157/157 - 3s - loss: 0.6991 - accuracy: 0.9265 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6138371825218201
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 82.270 76.700 83.148 79.495
	Acc: 0.948 OSCR : 69.465 AUROC_max_val (%): 82.270 AUROC_real (%): 71.681

Epoch 306/600
157/157 - 3s - loss: 0.6855 - accuracy: 0.9280 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5778618454933167
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 83.586 76.900 84.406 80.855
	Acc: 0.946 OSCR : 68.960 AUROC_max_val (%): 83.586 AUROC_real (%): 71.003

Epoch 307/600
157/157 - 3s - loss: 0.6855 - accuracy: 0.9279 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5771105289459229
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 86.045 79.050 87.631 83.430
	Acc: 0.951 OSCR : 70.012 AUROC_max_val (%): 86.045 AUROC_real (%): 71.967

Epoch 308/600
157/157 - 3s - loss: 0.7031 - accuracy: 0.9251 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5842198133468628
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 83.768 76.550 83.675 81.166
	Acc: 0.950 OSCR : 71.390 AUROC_max_val (%): 83.768 AUROC_real (%): 73.471

Epoch 309/600
157/157 - 3s - loss: 0.6851 - accuracy: 0.9282 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5328791737556458
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.425 79.450 85.804 82.644
	Acc: 0.950 OSCR : 76.125 AUROC_max_val (%): 85.425 AUROC_real (%): 78.087

Epoch 310/600
157/157 - 3s - loss: 0.6863 - accuracy: 0.9276 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6494911313056946
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 80.668 73.850 80.163 79.551
	Acc: 0.945 OSCR : 68.443 AUROC_max_val (%): 80.668 AUROC_real (%): 70.593

Epoch 311/600
157/157 - 3s - loss: 0.6788 - accuracy: 0.9285 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.605193555355072
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 84.716 78.250 85.341 81.986
	Acc: 0.941 OSCR : 70.840 AUROC_max_val (%): 84.716 AUROC_real (%): 72.995

Epoch 312/600
157/157 - 3s - loss: 0.6863 - accuracy: 0.9270 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5625730156898499
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 85.305 78.550 85.766 83.452
	Acc: 0.951 OSCR : 70.957 AUROC_max_val (%): 85.305 AUROC_real (%): 72.989

Epoch 313/600
157/157 - 3s - loss: 0.6938 - accuracy: 0.9264 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5441383123397827
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 84.184 77.400 85.184 81.701
	Acc: 0.951 OSCR : 69.561 AUROC_max_val (%): 84.184 AUROC_real (%): 71.236

Epoch 314/600
157/157 - 3s - loss: 0.6717 - accuracy: 0.9282 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5962337255477905
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 82.181 76.300 81.619 80.289
	Acc: 0.947 OSCR : 68.926 AUROC_max_val (%): 82.181 AUROC_real (%): 70.945

Epoch 315/600
157/157 - 3s - loss: 0.6713 - accuracy: 0.9297 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6132102012634277
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 86.043 79.950 86.585 83.970
	Acc: 0.942 OSCR : 76.058 AUROC_max_val (%): 86.043 AUROC_real (%): 78.597

Epoch 316/600
157/157 - 3s - loss: 0.6656 - accuracy: 0.9299 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.527847170829773
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 83.998 77.050 84.305 81.770
	Acc: 0.954 OSCR : 69.161 AUROC_max_val (%): 83.998 AUROC_real (%): 70.938

Epoch 317/600
157/157 - 3s - loss: 0.6541 - accuracy: 0.9297 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.546615719795227
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.800 82.529 76.700 82.015 80.168
	Acc: 0.948 OSCR : 73.889 AUROC_max_val (%): 82.529 AUROC_real (%): 75.990

Epoch 318/600
157/157 - 3s - loss: 0.6472 - accuracy: 0.9323 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7639366984367371
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 85.367 78.150 86.812 82.485
	Acc: 0.944 OSCR : 65.420 AUROC_max_val (%): 85.367 AUROC_real (%): 67.779

Epoch 319/600
157/157 - 3s - loss: 0.6611 - accuracy: 0.9300 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5832474231719971
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 83.967 77.700 84.260 82.063
	Acc: 0.945 OSCR : 72.785 AUROC_max_val (%): 83.967 AUROC_real (%): 75.086

Epoch 320/600
157/157 - 3s - loss: 0.6537 - accuracy: 0.9313 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.619010865688324
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.900 83.516 78.100 83.330 81.263
	Acc: 0.945 OSCR : 72.776 AUROC_max_val (%): 83.516 AUROC_real (%): 74.941

Epoch 321/600
157/157 - 3s - loss: 0.6395 - accuracy: 0.9323 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5930169820785522
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 84.813 78.850 85.597 81.461
	Acc: 0.943 OSCR : 71.075 AUROC_max_val (%): 84.813 AUROC_real (%): 73.145

Epoch 322/600
157/157 - 3s - loss: 0.6360 - accuracy: 0.9338 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5283582210540771
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.700 83.026 77.250 82.349 80.534
	Acc: 0.950 OSCR : 70.753 AUROC_max_val (%): 83.026 AUROC_real (%): 72.600

Epoch 323/600
157/157 - 3s - loss: 0.6493 - accuracy: 0.9306 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7410191893577576
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.300 78.556 73.500 75.792 77.556
	Acc: 0.946 OSCR : 68.583 AUROC_max_val (%): 78.556 AUROC_real (%): 70.912

Epoch 324/600
157/157 - 3s - loss: 0.6569 - accuracy: 0.9313 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.565813422203064
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.200 81.495 75.400 81.209 79.336
	Acc: 0.952 OSCR : 72.073 AUROC_max_val (%): 81.495 AUROC_real (%): 74.096

Epoch 325/600
157/157 - 3s - loss: 0.6495 - accuracy: 0.9317 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5388445854187012
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 81.575 75.650 79.460 80.365
	Acc: 0.947 OSCR : 74.736 AUROC_max_val (%): 81.575 AUROC_real (%): 76.902

Epoch 326/600
157/157 - 3s - loss: 0.6300 - accuracy: 0.9341 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.554918110370636
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 82.831 77.200 81.582 80.823
	Acc: 0.949 OSCR : 71.283 AUROC_max_val (%): 82.831 AUROC_real (%): 73.285

Epoch 327/600
157/157 - 3s - loss: 0.6280 - accuracy: 0.9338 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5709095597267151
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 83.847 78.350 83.324 81.743
	Acc: 0.947 OSCR : 73.617 AUROC_max_val (%): 83.847 AUROC_real (%): 75.775

Epoch 328/600
157/157 - 3s - loss: 0.6324 - accuracy: 0.9322 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5126596689224243
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.600 87.120 80.100 87.779 85.222
	Acc: 0.951 OSCR : 76.867 AUROC_max_val (%): 87.120 AUROC_real (%): 79.052

Epoch 329/600
157/157 - 3s - loss: 0.6191 - accuracy: 0.9331 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5393201112747192
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.600 82.565 76.200 81.511 81.346
	Acc: 0.955 OSCR : 72.218 AUROC_max_val (%): 82.565 AUROC_real (%): 74.157

Epoch 330/600
157/157 - 3s - loss: 0.6218 - accuracy: 0.9358 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5402374267578125
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 82.469 77.300 81.338 80.350
	Acc: 0.955 OSCR : 75.450 AUROC_max_val (%): 82.469 AUROC_real (%): 77.538

Epoch 331/600
157/157 - 3s - loss: 0.6202 - accuracy: 0.9360 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5280690789222717
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 83.141 76.850 82.933 81.038
	Acc: 0.950 OSCR : 75.471 AUROC_max_val (%): 83.141 AUROC_real (%): 77.480

Epoch 332/600
157/157 - 3s - loss: 0.6152 - accuracy: 0.9362 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48123323917388916
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 84.603 78.500 84.570 82.705
	Acc: 0.954 OSCR : 75.701 AUROC_max_val (%): 84.603 AUROC_real (%): 77.599

Epoch 333/600
157/157 - 3s - loss: 0.6083 - accuracy: 0.9359 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5592470169067383
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 86.849 80.450 88.141 83.998
	Acc: 0.947 OSCR : 75.789 AUROC_max_val (%): 86.849 AUROC_real (%): 78.207

Epoch 334/600
157/157 - 3s - loss: 0.6098 - accuracy: 0.9337 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4983075261116028
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 86.969 79.650 88.084 84.731
	Acc: 0.956 OSCR : 78.222 AUROC_max_val (%): 86.969 AUROC_real (%): 80.330

Epoch 335/600
157/157 - 3s - loss: 0.6153 - accuracy: 0.9338 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5339441895484924
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 83.573 77.950 82.336 82.155
	Acc: 0.955 OSCR : 78.002 AUROC_max_val (%): 83.573 AUROC_real (%): 80.186

Epoch 336/600
157/157 - 3s - loss: 0.6081 - accuracy: 0.9361 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6483207941055298
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 84.001 77.550 85.374 80.765
	Acc: 0.943 OSCR : 71.262 AUROC_max_val (%): 84.001 AUROC_real (%): 73.617

Epoch 337/600
157/157 - 3s - loss: 0.5910 - accuracy: 0.9362 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.593382716178894
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.600 85.965 79.550 87.258 83.373
	Acc: 0.949 OSCR : 70.835 AUROC_max_val (%): 85.965 AUROC_real (%): 73.050

Epoch 338/600
157/157 - 3s - loss: 0.5803 - accuracy: 0.9366 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5274991393089294
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.800 84.911 78.400 84.875 82.771
	Acc: 0.947 OSCR : 76.274 AUROC_max_val (%): 84.911 AUROC_real (%): 78.405

Epoch 339/600
157/157 - 3s - loss: 0.6088 - accuracy: 0.9356 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5687883496284485
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 83.306 77.650 82.774 81.273
	Acc: 0.950 OSCR : 73.534 AUROC_max_val (%): 83.306 AUROC_real (%): 75.533

Epoch 340/600
157/157 - 3s - loss: 0.5896 - accuracy: 0.9378 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5472738742828369
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 82.659 76.450 81.145 81.516
	Acc: 0.946 OSCR : 74.423 AUROC_max_val (%): 82.659 AUROC_real (%): 76.657

Epoch 341/600
157/157 - 3s - loss: 0.5924 - accuracy: 0.9374 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5497195720672607
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 84.515 78.600 84.452 82.086
	Acc: 0.946 OSCR : 73.579 AUROC_max_val (%): 84.515 AUROC_real (%): 75.651

Epoch 342/600
157/157 - 3s - loss: 0.5845 - accuracy: 0.9390 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5398545265197754
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 84.647 78.000 85.015 82.578
	Acc: 0.952 OSCR : 73.233 AUROC_max_val (%): 84.647 AUROC_real (%): 75.270

Epoch 343/600
157/157 - 3s - loss: 0.5794 - accuracy: 0.9384 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4926874041557312
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 86.237 79.700 86.732 83.765
	Acc: 0.953 OSCR : 74.848 AUROC_max_val (%): 86.237 AUROC_real (%): 76.549

Epoch 344/600
157/157 - 3s - loss: 0.5742 - accuracy: 0.9394 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5612908005714417
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 84.410 78.600 83.873 82.356
	Acc: 0.950 OSCR : 73.963 AUROC_max_val (%): 84.410 AUROC_real (%): 76.133

Epoch 345/600
157/157 - 3s - loss: 0.5730 - accuracy: 0.9395 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5107569694519043
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 85.593 79.100 85.890 82.777
	Acc: 0.955 OSCR : 74.265 AUROC_max_val (%): 85.593 AUROC_real (%): 76.009

Epoch 346/600
157/157 - 3s - loss: 0.5884 - accuracy: 0.9381 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5377954244613647
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.300 83.706 77.900 83.055 81.508
	Acc: 0.949 OSCR : 76.158 AUROC_max_val (%): 83.706 AUROC_real (%): 78.256

Epoch 347/600
157/157 - 3s - loss: 0.5748 - accuracy: 0.9388 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5008419752120972
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.800 81.046 75.100 77.851 80.932
	Acc: 0.955 OSCR : 73.518 AUROC_max_val (%): 81.046 AUROC_real (%): 75.278

Epoch 348/600
157/157 - 3s - loss: 0.5831 - accuracy: 0.9378 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4889097809791565
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 84.587 77.800 83.838 82.492
	Acc: 0.955 OSCR : 75.274 AUROC_max_val (%): 84.587 AUROC_real (%): 77.181

Epoch 349/600
157/157 - 3s - loss: 0.5805 - accuracy: 0.9385 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5916705131530762
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 84.431 77.650 84.562 82.432
	Acc: 0.948 OSCR : 72.710 AUROC_max_val (%): 84.431 AUROC_real (%): 74.788

Epoch 350/600
157/157 - 3s - loss: 0.5601 - accuracy: 0.9408 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5763913989067078
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 83.428 77.200 82.634 81.228
	Acc: 0.948 OSCR : 72.848 AUROC_max_val (%): 83.428 AUROC_real (%): 74.944

Epoch 351/600
157/157 - 3s - loss: 0.5604 - accuracy: 0.9423 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5083153247833252
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 83.986 77.400 83.061 82.928
	Acc: 0.953 OSCR : 74.723 AUROC_max_val (%): 83.986 AUROC_real (%): 76.714

Epoch 352/600
157/157 - 3s - loss: 0.5615 - accuracy: 0.9406 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5773106813430786
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 84.518 77.350 84.365 82.532
	Acc: 0.950 OSCR : 72.144 AUROC_max_val (%): 84.518 AUROC_real (%): 74.226

Epoch 353/600
157/157 - 3s - loss: 0.5562 - accuracy: 0.9428 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5645197033882141
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 86.654 80.400 87.118 84.027
	Acc: 0.950 OSCR : 74.456 AUROC_max_val (%): 86.654 AUROC_real (%): 76.596

Epoch 354/600
157/157 - 3s - loss: 0.5469 - accuracy: 0.9413 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5324336290359497
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 83.793 77.200 82.473 82.732
	Acc: 0.949 OSCR : 73.763 AUROC_max_val (%): 83.793 AUROC_real (%): 75.759

Epoch 355/600
157/157 - 3s - loss: 0.5583 - accuracy: 0.9400 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5019152164459229
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 86.309 79.700 86.337 84.935
	Acc: 0.957 OSCR : 74.367 AUROC_max_val (%): 86.309 AUROC_real (%): 76.425

Epoch 356/600
157/157 - 3s - loss: 0.5484 - accuracy: 0.9427 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5148874521255493
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 84.004 77.500 82.725 82.664
	Acc: 0.951 OSCR : 75.513 AUROC_max_val (%): 84.004 AUROC_real (%): 77.563

Epoch 357/600
157/157 - 3s - loss: 0.5632 - accuracy: 0.9412 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5202201008796692
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 85.117 78.550 85.058 83.200
	Acc: 0.953 OSCR : 74.401 AUROC_max_val (%): 85.117 AUROC_real (%): 76.360

Epoch 358/600
157/157 - 3s - loss: 0.5597 - accuracy: 0.9420 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5388368964195251
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.800 84.742 78.050 85.226 82.711
	Acc: 0.948 OSCR : 73.070 AUROC_max_val (%): 84.742 AUROC_real (%): 75.153

Epoch 359/600
157/157 - 3s - loss: 0.5465 - accuracy: 0.9414 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4880133271217346
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 85.615 79.000 85.642 83.791
	Acc: 0.957 OSCR : 76.952 AUROC_max_val (%): 85.615 AUROC_real (%): 78.930

Epoch 360/600
157/157 - 3s - loss: 0.5404 - accuracy: 0.9434 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4873138964176178
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 85.086 78.700 84.834 83.537
	Acc: 0.957 OSCR : 74.946 AUROC_max_val (%): 85.086 AUROC_real (%): 76.894

Epoch 361/600
157/157 - 3s - loss: 0.5486 - accuracy: 0.9426 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5104239583015442
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 85.634 78.750 85.843 83.624
	Acc: 0.953 OSCR : 75.497 AUROC_max_val (%): 85.634 AUROC_real (%): 77.512

Epoch 362/600
157/157 - 3s - loss: 0.5348 - accuracy: 0.9437 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5094909071922302
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 83.747 76.800 83.431 82.214
	Acc: 0.953 OSCR : 73.815 AUROC_max_val (%): 83.747 AUROC_real (%): 75.795

Epoch 363/600
157/157 - 3s - loss: 0.5577 - accuracy: 0.9420 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5074536204338074
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 85.632 78.400 85.961 83.423
	Acc: 0.951 OSCR : 74.527 AUROC_max_val (%): 85.632 AUROC_real (%): 76.496

Epoch 364/600
157/157 - 3s - loss: 0.5401 - accuracy: 0.9437 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4937323033809662
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 86.390 79.400 86.969 84.225
	Acc: 0.954 OSCR : 75.013 AUROC_max_val (%): 86.390 AUROC_real (%): 76.983

Epoch 365/600
157/157 - 3s - loss: 0.5297 - accuracy: 0.9437 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5095529556274414
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 86.046 79.350 86.353 84.229
	Acc: 0.954 OSCR : 73.665 AUROC_max_val (%): 86.046 AUROC_real (%): 75.590

Epoch 366/600
157/157 - 3s - loss: 0.5308 - accuracy: 0.9442 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5460094809532166
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 85.701 78.950 86.075 83.439
	Acc: 0.950 OSCR : 73.846 AUROC_max_val (%): 85.701 AUROC_real (%): 76.005

Epoch 367/600
157/157 - 3s - loss: 0.5415 - accuracy: 0.9413 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49550116062164307
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.088 78.450 84.702 83.368
	Acc: 0.952 OSCR : 74.987 AUROC_max_val (%): 85.088 AUROC_real (%): 76.931

Epoch 368/600
157/157 - 3s - loss: 0.5451 - accuracy: 0.9413 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49656355381011963
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 84.333 77.350 83.572 82.988
	Acc: 0.956 OSCR : 73.350 AUROC_max_val (%): 84.333 AUROC_real (%): 75.204

Epoch 369/600
157/157 - 3s - loss: 0.5280 - accuracy: 0.9438 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5095972418785095
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.400 86.388 79.650 87.010 84.157
	Acc: 0.951 OSCR : 74.585 AUROC_max_val (%): 86.388 AUROC_real (%): 76.593

Epoch 370/600
157/157 - 3s - loss: 0.5380 - accuracy: 0.9430 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4988889694213867
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 85.352 79.100 85.391 83.340
	Acc: 0.957 OSCR : 75.519 AUROC_max_val (%): 85.352 AUROC_real (%): 77.390

Epoch 371/600
157/157 - 3s - loss: 0.5267 - accuracy: 0.9446 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4925990402698517
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 85.748 79.200 85.844 83.701
	Acc: 0.956 OSCR : 74.514 AUROC_max_val (%): 85.748 AUROC_real (%): 76.383

Epoch 372/600
157/157 - 3s - loss: 0.5178 - accuracy: 0.9443 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4767155647277832
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 85.580 79.050 86.070 83.359
	Acc: 0.958 OSCR : 75.234 AUROC_max_val (%): 85.580 AUROC_real (%): 77.058

Epoch 373/600
157/157 - 3s - loss: 0.5393 - accuracy: 0.9433 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4703417718410492
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 85.880 79.050 86.060 84.138
	Acc: 0.957 OSCR : 75.379 AUROC_max_val (%): 85.880 AUROC_real (%): 77.247

Epoch 374/600
157/157 - 3s - loss: 0.5329 - accuracy: 0.9431 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48534315824508667
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 85.097 78.750 85.090 83.246
	Acc: 0.955 OSCR : 74.405 AUROC_max_val (%): 85.097 AUROC_real (%): 76.233

Epoch 375/600
157/157 - 3s - loss: 0.5335 - accuracy: 0.9427 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4818574786186218
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 85.267 78.350 84.982 83.656
	Acc: 0.957 OSCR : 74.795 AUROC_max_val (%): 85.267 AUROC_real (%): 76.663

Epoch 376/600
157/157 - 3s - loss: 0.5178 - accuracy: 0.9440 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48534631729125977
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 83.805 77.600 82.731 82.389
	Acc: 0.956 OSCR : 74.762 AUROC_max_val (%): 83.805 AUROC_real (%): 76.630

Epoch 377/600
157/157 - 3s - loss: 0.5236 - accuracy: 0.9458 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5026803612709045
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.500 84.289 78.300 83.698 82.526
	Acc: 0.953 OSCR : 74.187 AUROC_max_val (%): 84.289 AUROC_real (%): 76.080

Epoch 378/600
157/157 - 3s - loss: 0.5222 - accuracy: 0.9437 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46519649028778076
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.500 84.759 78.250 84.121 83.313
	Acc: 0.958 OSCR : 74.877 AUROC_max_val (%): 84.759 AUROC_real (%): 76.687

Epoch 379/600
157/157 - 3s - loss: 0.5424 - accuracy: 0.9427 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48019111156463623
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 85.521 79.200 85.081 84.119
	Acc: 0.956 OSCR : 74.627 AUROC_max_val (%): 85.521 AUROC_real (%): 76.517

Epoch 380/600
157/157 - 3s - loss: 0.5280 - accuracy: 0.9429 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46014079451560974
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 86.366 79.950 86.564 84.337
	Acc: 0.960 OSCR : 76.377 AUROC_max_val (%): 86.366 AUROC_real (%): 78.188

Epoch 381/600
157/157 - 3s - loss: 0.5166 - accuracy: 0.9442 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47054368257522583
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 85.540 79.250 85.388 83.519
	Acc: 0.953 OSCR : 75.328 AUROC_max_val (%): 85.540 AUROC_real (%): 77.157

Epoch 382/600
157/157 - 3s - loss: 0.5236 - accuracy: 0.9431 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47190535068511963
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 85.741 79.150 85.583 83.907
	Acc: 0.955 OSCR : 74.634 AUROC_max_val (%): 85.741 AUROC_real (%): 76.474

Epoch 383/600
157/157 - 3s - loss: 0.5122 - accuracy: 0.9441 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46692177653312683
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 85.656 79.400 85.560 83.752
	Acc: 0.955 OSCR : 75.105 AUROC_max_val (%): 85.656 AUROC_real (%): 76.928

Epoch 384/600
157/157 - 3s - loss: 0.5153 - accuracy: 0.9446 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.467215895652771
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 85.527 79.100 85.394 83.533
	Acc: 0.959 OSCR : 74.944 AUROC_max_val (%): 85.527 AUROC_real (%): 76.707

Epoch 385/600
157/157 - 3s - loss: 0.5283 - accuracy: 0.9423 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4603886008262634
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.000 85.810 79.300 85.708 83.760
	Acc: 0.955 OSCR : 75.808 AUROC_max_val (%): 85.810 AUROC_real (%): 77.594

Epoch 386/600
157/157 - 3s - loss: 0.5061 - accuracy: 0.9460 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4769710302352905
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 85.542 79.200 85.419 83.531
	Acc: 0.954 OSCR : 75.663 AUROC_max_val (%): 85.542 AUROC_real (%): 77.515

Epoch 387/600
157/157 - 3s - loss: 0.5267 - accuracy: 0.9457 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47155386209487915
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 85.493 79.350 85.267 83.514
	Acc: 0.956 OSCR : 75.231 AUROC_max_val (%): 85.493 AUROC_real (%): 77.034

Epoch 388/600
157/157 - 3s - loss: 0.5129 - accuracy: 0.9456 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4756106734275818
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 85.076 78.950 84.535 83.172
	Acc: 0.955 OSCR : 75.061 AUROC_max_val (%): 85.076 AUROC_real (%): 76.879

Epoch 389/600
157/157 - 3s - loss: 0.5331 - accuracy: 0.9427 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4784042537212372
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 85.247 79.150 84.857 83.266
	Acc: 0.955 OSCR : 74.818 AUROC_max_val (%): 85.247 AUROC_real (%): 76.635

Epoch 390/600
157/157 - 3s - loss: 0.5159 - accuracy: 0.9456 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4759608209133148
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 85.381 79.100 85.141 83.441
	Acc: 0.956 OSCR : 74.885 AUROC_max_val (%): 85.381 AUROC_real (%): 76.706

Epoch 391/600
157/157 - 3s - loss: 0.5151 - accuracy: 0.9452 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4712774157524109
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 85.305 78.900 84.923 83.436
	Acc: 0.956 OSCR : 75.019 AUROC_max_val (%): 85.305 AUROC_real (%): 76.827

Epoch 392/600
157/157 - 3s - loss: 0.5110 - accuracy: 0.9461 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4784294366836548
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 84.837 78.650 84.207 83.052
	Acc: 0.955 OSCR : 74.525 AUROC_max_val (%): 84.837 AUROC_real (%): 76.356

Epoch 393/600
157/157 - 3s - loss: 0.5221 - accuracy: 0.9442 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4755696952342987
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 85.303 78.950 84.914 83.406
	Acc: 0.956 OSCR : 74.572 AUROC_max_val (%): 85.303 AUROC_real (%): 76.386

Epoch 394/600
157/157 - 3s - loss: 0.5315 - accuracy: 0.9441 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48064979910850525
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 85.064 78.600 84.584 83.232
	Acc: 0.956 OSCR : 74.005 AUROC_max_val (%): 85.064 AUROC_real (%): 75.817

Epoch 395/600
157/157 - 3s - loss: 0.5026 - accuracy: 0.9462 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47672775387763977
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 84.979 78.750 84.434 83.146
	Acc: 0.955 OSCR : 74.424 AUROC_max_val (%): 84.979 AUROC_real (%): 76.238

Epoch 396/600
157/157 - 3s - loss: 0.5124 - accuracy: 0.9463 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4773862361907959
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 85.209 78.800 84.815 83.295
	Acc: 0.954 OSCR : 74.640 AUROC_max_val (%): 85.209 AUROC_real (%): 76.468

Epoch 397/600
157/157 - 3s - loss: 0.5021 - accuracy: 0.9457 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4762791395187378
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 85.085 78.800 84.568 83.242
	Acc: 0.954 OSCR : 74.605 AUROC_max_val (%): 85.085 AUROC_real (%): 76.435

Epoch 398/600
157/157 - 3s - loss: 0.5323 - accuracy: 0.9428 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4752897322177887
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 85.176 78.850 84.701 83.313
	Acc: 0.955 OSCR : 74.566 AUROC_max_val (%): 85.176 AUROC_real (%): 76.386

Epoch 399/600
157/157 - 3s - loss: 0.5147 - accuracy: 0.9460 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47261014580726624
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 85.228 78.950 84.782 83.315
	Acc: 0.956 OSCR : 74.790 AUROC_max_val (%): 85.228 AUROC_real (%): 76.586

Epoch 400/600
157/157 - 3s - loss: 0.5247 - accuracy: 0.9434 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47542235255241394
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 85.093 78.850 84.566 83.235
	Acc: 0.954 OSCR : 74.700 AUROC_max_val (%): 85.093 AUROC_real (%): 76.521

Epoch 401/600
157/157 - 3s - loss: 0.5101 - accuracy: 0.9458 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4779367446899414
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 85.043 78.700 84.510 83.210
	Acc: 0.956 OSCR : 74.367 AUROC_max_val (%): 85.043 AUROC_real (%): 76.186

Epoch 402/600
157/157 - 3s - loss: 0.7960 - accuracy: 0.9150 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.665421187877655
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.400 82.746 75.900 84.723 78.765
	Acc: 0.942 OSCR : 71.033 AUROC_max_val (%): 82.746 AUROC_real (%): 73.704

Epoch 403/600
157/157 - 3s - loss: 0.8439 - accuracy: 0.9131 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.692662239074707
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 82.464 77.300 82.770 79.085
	Acc: 0.938 OSCR : 74.410 AUROC_max_val (%): 82.464 AUROC_real (%): 77.008

Epoch 404/600
157/157 - 3s - loss: 0.7950 - accuracy: 0.9178 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7345500588417053
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 85.130 79.450 86.298 80.966
	Acc: 0.936 OSCR : 69.018 AUROC_max_val (%): 85.130 AUROC_real (%): 71.500

Epoch 405/600
157/157 - 3s - loss: 0.8590 - accuracy: 0.9102 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7752330899238586
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.200 76.725 72.350 77.394 72.605
	Acc: 0.933 OSCR : 71.737 AUROC_max_val (%): 76.725 AUROC_real (%): 74.220

Epoch 406/600
157/157 - 3s - loss: 0.8613 - accuracy: 0.9083 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7055874466896057
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.200 81.482 75.500 82.863 77.855
	Acc: 0.943 OSCR : 67.483 AUROC_max_val (%): 81.482 AUROC_real (%): 69.728

Epoch 407/600
157/157 - 3s - loss: 0.8179 - accuracy: 0.9153 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6574493646621704
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 78.292 73.700 73.682 77.307
	Acc: 0.943 OSCR : 70.983 AUROC_max_val (%): 78.292 AUROC_real (%): 73.352

Epoch 408/600
157/157 - 3s - loss: 0.8321 - accuracy: 0.9129 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9055540561676025
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.000 76.992 70.900 78.866 73.425
	Acc: 0.928 OSCR : 57.114 AUROC_max_val (%): 76.992 AUROC_real (%): 59.490

Epoch 409/600
157/157 - 3s - loss: 0.8336 - accuracy: 0.9112 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6219077110290527
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 83.046 76.750 83.179 80.240
	Acc: 0.946 OSCR : 72.439 AUROC_max_val (%): 83.046 AUROC_real (%): 74.571

Epoch 410/600
157/157 - 3s - loss: 0.8064 - accuracy: 0.9151 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8706040382385254
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.200 82.800 75.900 85.008 78.902
	Acc: 0.926 OSCR : 65.254 AUROC_max_val (%): 82.800 AUROC_real (%): 68.216

Epoch 411/600
157/157 - 3s - loss: 0.8030 - accuracy: 0.9139 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1485686302185059
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.300 71.553 66.900 71.713 68.511
	Acc: 0.908 OSCR : 56.621 AUROC_max_val (%): 71.553 AUROC_real (%): 60.052

Epoch 412/600
157/157 - 3s - loss: 0.8424 - accuracy: 0.9122 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6967824101448059
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.100 80.627 74.850 81.180 77.561
	Acc: 0.944 OSCR : 65.072 AUROC_max_val (%): 80.627 AUROC_real (%): 67.151

Epoch 413/600
157/157 - 3s - loss: 0.8268 - accuracy: 0.9119 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.701214075088501
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.000 74.381 69.850 72.868 70.889
	Acc: 0.934 OSCR : 70.376 AUROC_max_val (%): 74.381 AUROC_real (%): 72.647

Epoch 414/600
157/157 - 3s - loss: 0.7775 - accuracy: 0.9173 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.64041668176651
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.000 81.521 75.900 82.619 77.671
	Acc: 0.939 OSCR : 75.611 AUROC_max_val (%): 81.521 AUROC_real (%): 78.146

Epoch 415/600
157/157 - 3s - loss: 0.8073 - accuracy: 0.9160 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5789065361022949
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 85.847 78.800 87.489 81.803
	Acc: 0.946 OSCR : 74.165 AUROC_max_val (%): 85.847 AUROC_real (%): 75.994

Epoch 416/600
157/157 - 3s - loss: 0.8132 - accuracy: 0.9147 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6569557785987854
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 83.997 77.550 84.901 81.156
	Acc: 0.940 OSCR : 74.440 AUROC_max_val (%): 83.997 AUROC_real (%): 76.922

Epoch 417/600
157/157 - 3s - loss: 0.8132 - accuracy: 0.9156 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8264686465263367
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.100 77.882 72.500 78.047 74.432
	Acc: 0.931 OSCR : 70.682 AUROC_max_val (%): 77.882 AUROC_real (%): 73.422

Epoch 418/600
157/157 - 3s - loss: 0.8044 - accuracy: 0.9154 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6335228681564331
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 86.106 78.800 87.162 83.068
	Acc: 0.942 OSCR : 78.486 AUROC_max_val (%): 86.106 AUROC_real (%): 81.212

Epoch 419/600
157/157 - 3s - loss: 0.7902 - accuracy: 0.9178 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.925453782081604
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.700 73.488 69.600 70.606 71.625
	Acc: 0.932 OSCR : 66.669 AUROC_max_val (%): 73.488 AUROC_real (%): 69.501

Epoch 420/600
157/157 - 3s - loss: 0.7966 - accuracy: 0.9161 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7937601804733276
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.000 79.955 73.600 80.897 76.890
	Acc: 0.946 OSCR : 60.449 AUROC_max_val (%): 79.955 AUROC_real (%): 62.733

Epoch 421/600
157/157 - 3s - loss: 0.8108 - accuracy: 0.9154 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8241530060768127
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.300 74.360 69.400 73.954 70.002
	Acc: 0.939 OSCR : 69.620 AUROC_max_val (%): 74.360 AUROC_real (%): 72.028

Epoch 422/600
157/157 - 3s - loss: 0.8041 - accuracy: 0.9164 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6816955804824829
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.500 81.172 74.800 80.228 78.996
	Acc: 0.947 OSCR : 64.720 AUROC_max_val (%): 81.172 AUROC_real (%): 66.729

Epoch 423/600
157/157 - 3s - loss: 0.7939 - accuracy: 0.9168 - 3s/epoch - 22ms/step
Test results :
	Loss (on known):0.5956055521965027
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 83.149 76.400 83.056 80.973
	Acc: 0.951 OSCR : 69.962 AUROC_max_val (%): 83.149 AUROC_real (%): 71.999

Epoch 424/600
157/157 - 3s - loss: 0.8043 - accuracy: 0.9157 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6334468126296997
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.400 82.029 75.300 82.873 77.799
	Acc: 0.942 OSCR : 75.030 AUROC_max_val (%): 82.029 AUROC_real (%): 77.342

Epoch 425/600
157/157 - 3s - loss: 0.8144 - accuracy: 0.9146 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6234024167060852
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.600 79.238 73.700 78.264 76.497
	Acc: 0.944 OSCR : 70.034 AUROC_max_val (%): 79.238 AUROC_real (%): 72.022

Epoch 426/600
157/157 - 3s - loss: 0.7771 - accuracy: 0.9168 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5496475696563721
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.500 83.414 77.000 84.552 80.536
	Acc: 0.956 OSCR : 69.891 AUROC_max_val (%): 83.414 AUROC_real (%): 71.789

Epoch 427/600
157/157 - 3s - loss: 0.7770 - accuracy: 0.9202 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7234295606613159
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.100 81.504 75.850 83.094 76.637
	Acc: 0.925 OSCR : 74.794 AUROC_max_val (%): 81.504 AUROC_real (%): 77.718

Epoch 428/600
157/157 - 3s - loss: 0.7813 - accuracy: 0.9173 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6064180135726929
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 83.617 77.300 83.281 81.458
	Acc: 0.941 OSCR : 73.408 AUROC_max_val (%): 83.617 AUROC_real (%): 75.749

Epoch 429/600
157/157 - 3s - loss: 0.7776 - accuracy: 0.9182 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9004989862442017
	accuracy: 0.9129999876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.800 75.166 69.050 76.749 72.109
	Acc: 0.913 OSCR : 64.724 AUROC_max_val (%): 75.166 AUROC_real (%): 67.838

Epoch 430/600
157/157 - 3s - loss: 0.7838 - accuracy: 0.9179 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7430328130722046
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.500 82.293 76.250 84.421 77.980
	Acc: 0.922 OSCR : 67.488 AUROC_max_val (%): 82.293 AUROC_real (%): 69.983

Epoch 431/600
157/157 - 3s - loss: 0.7466 - accuracy: 0.9214 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5923275351524353
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.900 83.057 76.250 84.263 79.677
	Acc: 0.951 OSCR : 74.252 AUROC_max_val (%): 83.057 AUROC_real (%): 76.538

Epoch 432/600
157/157 - 3s - loss: 0.7837 - accuracy: 0.9187 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7336905002593994
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.500 78.784 73.800 77.332 75.549
	Acc: 0.938 OSCR : 67.301 AUROC_max_val (%): 78.784 AUROC_real (%): 69.703

Epoch 433/600
157/157 - 3s - loss: 0.7532 - accuracy: 0.9225 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7658714056015015
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.600 81.200 74.800 81.421 77.833
	Acc: 0.930 OSCR : 68.348 AUROC_max_val (%): 81.200 AUROC_real (%): 70.856

Epoch 434/600
157/157 - 3s - loss: 0.7780 - accuracy: 0.9204 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5432080030441284
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.700 81.290 74.350 81.242 78.553
	Acc: 0.948 OSCR : 75.928 AUROC_max_val (%): 81.290 AUROC_real (%): 77.909

Epoch 435/600
157/157 - 3s - loss: 0.7925 - accuracy: 0.9166 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7010529637336731
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 81.554 74.750 82.401 79.666
	Acc: 0.941 OSCR : 65.793 AUROC_max_val (%): 81.554 AUROC_real (%): 68.135

Epoch 436/600
157/157 - 3s - loss: 0.7607 - accuracy: 0.9201 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6478596329689026
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 78.771 73.700 75.569 77.110
	Acc: 0.938 OSCR : 68.380 AUROC_max_val (%): 78.771 AUROC_real (%): 70.475

Epoch 437/600
157/157 - 3s - loss: 0.7679 - accuracy: 0.9201 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6419139504432678
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 76.926 71.250 73.438 76.740
	Acc: 0.941 OSCR : 69.105 AUROC_max_val (%): 76.926 AUROC_real (%): 71.418

Epoch 438/600
157/157 - 3s - loss: 0.7564 - accuracy: 0.9190 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6380669474601746
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 81.389 75.100 81.828 79.737
	Acc: 0.944 OSCR : 63.865 AUROC_max_val (%): 81.389 AUROC_real (%): 65.888

Epoch 439/600
157/157 - 3s - loss: 0.7506 - accuracy: 0.9209 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5226149559020996
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.600 84.033 77.750 84.382 81.253
	Acc: 0.951 OSCR : 74.152 AUROC_max_val (%): 84.033 AUROC_real (%): 76.026

Epoch 440/600
157/157 - 3s - loss: 0.7482 - accuracy: 0.9211 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.676418662071228
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.600 82.131 75.600 82.087 80.004
	Acc: 0.951 OSCR : 67.825 AUROC_max_val (%): 82.131 AUROC_real (%): 69.962

Epoch 441/600
157/157 - 3s - loss: 0.7645 - accuracy: 0.9207 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6758419275283813
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.000 78.243 71.300 78.162 77.419
	Acc: 0.945 OSCR : 67.019 AUROC_max_val (%): 78.243 AUROC_real (%): 69.172

Epoch 442/600
157/157 - 3s - loss: 0.7516 - accuracy: 0.9231 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7657337784767151
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.900 74.843 70.900 71.425 72.656
	Acc: 0.937 OSCR : 66.166 AUROC_max_val (%): 74.843 AUROC_real (%): 68.636

Epoch 443/600
157/157 - 3s - loss: 0.7325 - accuracy: 0.9231 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7059370875358582
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 83.554 77.000 84.283 80.281
	Acc: 0.937 OSCR : 68.099 AUROC_max_val (%): 83.554 AUROC_real (%): 70.567

Epoch 444/600
157/157 - 3s - loss: 0.7619 - accuracy: 0.9197 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6721696257591248
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 83.212 77.100 84.552 78.869
	Acc: 0.937 OSCR : 72.097 AUROC_max_val (%): 83.212 AUROC_real (%): 74.355

Epoch 445/600
157/157 - 3s - loss: 0.7404 - accuracy: 0.9226 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7052499651908875
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.700 84.005 77.200 84.859 80.950
	Acc: 0.933 OSCR : 69.911 AUROC_max_val (%): 84.005 AUROC_real (%): 72.586

Epoch 446/600
157/157 - 3s - loss: 0.7354 - accuracy: 0.9229 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7177585363388062
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.800 76.981 72.150 73.459 75.671
	Acc: 0.933 OSCR : 72.087 AUROC_max_val (%): 76.981 AUROC_real (%): 74.737

Epoch 447/600
157/157 - 3s - loss: 0.7321 - accuracy: 0.9225 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6793228983879089
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.000 79.466 73.250 78.772 76.804
	Acc: 0.941 OSCR : 69.669 AUROC_max_val (%): 79.466 AUROC_real (%): 72.144

Epoch 448/600
157/157 - 3s - loss: 0.7315 - accuracy: 0.9240 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5723163485527039
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.700 82.408 76.150 82.536 80.212
	Acc: 0.947 OSCR : 70.092 AUROC_max_val (%): 82.408 AUROC_real (%): 72.106

Epoch 449/600
157/157 - 3s - loss: 0.7266 - accuracy: 0.9237 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7638605237007141
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 84.318 77.600 85.801 81.828
	Acc: 0.937 OSCR : 69.003 AUROC_max_val (%): 84.318 AUROC_real (%): 71.767

Epoch 450/600
157/157 - 3s - loss: 0.7280 - accuracy: 0.9227 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5320004820823669
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 81.114 74.800 80.700 78.287
	Acc: 0.947 OSCR : 70.924 AUROC_max_val (%): 81.114 AUROC_real (%): 72.736

Epoch 451/600
157/157 - 3s - loss: 0.7363 - accuracy: 0.9226 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4765327572822571
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 81.449 74.500 81.106 79.597
	Acc: 0.956 OSCR : 70.300 AUROC_max_val (%): 81.449 AUROC_real (%): 71.840

Epoch 452/600
157/157 - 3s - loss: 0.7094 - accuracy: 0.9265 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7919321060180664
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.500 79.050 72.900 78.833 74.820
	Acc: 0.942 OSCR : 65.946 AUROC_max_val (%): 79.050 AUROC_real (%): 68.364

Epoch 453/600
157/157 - 3s - loss: 0.7143 - accuracy: 0.9248 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6954505443572998
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.000 83.272 77.400 83.192 80.440
	Acc: 0.940 OSCR : 68.615 AUROC_max_val (%): 83.272 AUROC_real (%): 71.057

Epoch 454/600
157/157 - 3s - loss: 0.7032 - accuracy: 0.9266 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.662754476070404
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.500 77.020 71.950 74.864 75.823
	Acc: 0.950 OSCR : 63.845 AUROC_max_val (%): 77.020 AUROC_real (%): 65.566

Epoch 455/600
157/157 - 3s - loss: 0.7184 - accuracy: 0.9256 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5429897308349609
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.700 82.902 75.700 83.736 80.658
	Acc: 0.949 OSCR : 74.889 AUROC_max_val (%): 82.902 AUROC_real (%): 76.933

Epoch 456/600
157/157 - 3s - loss: 0.7295 - accuracy: 0.9233 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6249234676361084
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.800 80.599 74.500 80.796 77.316
	Acc: 0.945 OSCR : 70.478 AUROC_max_val (%): 80.599 AUROC_real (%): 72.430

Epoch 457/600
157/157 - 3s - loss: 0.7240 - accuracy: 0.9245 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7063776254653931
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 79.356 73.750 77.775 78.074
	Acc: 0.946 OSCR : 66.952 AUROC_max_val (%): 79.356 AUROC_real (%): 68.890

Epoch 458/600
157/157 - 3s - loss: 0.7089 - accuracy: 0.9273 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5393173694610596
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.200 81.208 76.250 80.438 79.673
	Acc: 0.947 OSCR : 76.293 AUROC_max_val (%): 81.208 AUROC_real (%): 78.419

Epoch 459/600
157/157 - 3s - loss: 0.7154 - accuracy: 0.9237 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7221941351890564
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.700 83.920 76.900 85.161 81.265
	Acc: 0.942 OSCR : 68.325 AUROC_max_val (%): 83.920 AUROC_real (%): 70.872

Epoch 460/600
157/157 - 3s - loss: 0.6791 - accuracy: 0.9281 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.551260769367218
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 84.183 78.050 85.411 80.929
	Acc: 0.953 OSCR : 72.248 AUROC_max_val (%): 84.183 AUROC_real (%): 74.275

Epoch 461/600
157/157 - 3s - loss: 0.7041 - accuracy: 0.9258 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9051339030265808
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 82.664 76.800 83.650 79.345
	Acc: 0.943 OSCR : 57.965 AUROC_max_val (%): 82.664 AUROC_real (%): 60.125

Epoch 462/600
157/157 - 3s - loss: 0.6957 - accuracy: 0.9275 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5950475931167603
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.100 79.164 73.800 77.494 76.612
	Acc: 0.944 OSCR : 70.833 AUROC_max_val (%): 79.164 AUROC_real (%): 72.907

Epoch 463/600
157/157 - 3s - loss: 0.7017 - accuracy: 0.9251 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5163120627403259
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 83.956 76.950 84.484 81.419
	Acc: 0.951 OSCR : 73.379 AUROC_max_val (%): 83.956 AUROC_real (%): 75.247

Epoch 464/600
157/157 - 3s - loss: 0.6850 - accuracy: 0.9280 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6777189373970032
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 82.940 76.050 83.072 80.247
	Acc: 0.939 OSCR : 66.977 AUROC_max_val (%): 82.940 AUROC_real (%): 69.218

Epoch 465/600
157/157 - 3s - loss: 0.7099 - accuracy: 0.9235 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5809017419815063
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 78.759 72.950 75.456 77.765
	Acc: 0.950 OSCR : 70.799 AUROC_max_val (%): 78.759 AUROC_real (%): 72.873

Epoch 466/600
157/157 - 3s - loss: 0.6628 - accuracy: 0.9305 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7224020957946777
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.000 82.760 76.950 84.362 79.219
	Acc: 0.940 OSCR : 67.790 AUROC_max_val (%): 82.760 AUROC_real (%): 70.184

Epoch 467/600
157/157 - 3s - loss: 0.6791 - accuracy: 0.9286 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9147564172744751
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.200 74.360 69.650 72.598 72.472
	Acc: 0.925 OSCR : 58.666 AUROC_max_val (%): 74.360 AUROC_real (%): 61.119

Epoch 468/600
157/157 - 3s - loss: 0.6977 - accuracy: 0.9260 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6385225057601929
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 82.312 76.700 82.650 79.250
	Acc: 0.942 OSCR : 69.637 AUROC_max_val (%): 82.312 AUROC_real (%): 71.614

Epoch 469/600
157/157 - 3s - loss: 0.6840 - accuracy: 0.9290 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5809995532035828
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 86.333 79.200 87.369 83.714
	Acc: 0.946 OSCR : 70.307 AUROC_max_val (%): 86.333 AUROC_real (%): 72.420

Epoch 470/600
157/157 - 3s - loss: 0.6670 - accuracy: 0.9301 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6216223835945129
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.900 82.330 76.250 82.301 79.115
	Acc: 0.952 OSCR : 66.948 AUROC_max_val (%): 82.330 AUROC_real (%): 68.870

Epoch 471/600
157/157 - 3s - loss: 0.6838 - accuracy: 0.9266 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5859838724136353
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 82.334 76.250 82.979 79.227
	Acc: 0.947 OSCR : 70.452 AUROC_max_val (%): 82.334 AUROC_real (%): 72.433

Epoch 472/600
157/157 - 3s - loss: 0.6624 - accuracy: 0.9300 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6419271230697632
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 81.806 75.950 81.449 79.300
	Acc: 0.941 OSCR : 72.502 AUROC_max_val (%): 81.806 AUROC_real (%): 74.777

Epoch 473/600
157/157 - 3s - loss: 0.6684 - accuracy: 0.9273 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5715587735176086
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 84.623 78.250 85.382 81.746
	Acc: 0.943 OSCR : 72.779 AUROC_max_val (%): 84.623 AUROC_real (%): 75.003

Epoch 474/600
157/157 - 3s - loss: 0.6763 - accuracy: 0.9292 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.547882616519928
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 83.948 77.200 83.072 82.152
	Acc: 0.955 OSCR : 73.728 AUROC_max_val (%): 83.948 AUROC_real (%): 75.898

Epoch 475/600
157/157 - 3s - loss: 0.6579 - accuracy: 0.9317 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5505886673927307
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 82.730 76.350 81.959 80.545
	Acc: 0.950 OSCR : 74.464 AUROC_max_val (%): 82.730 AUROC_real (%): 76.658

Epoch 476/600
157/157 - 3s - loss: 0.6410 - accuracy: 0.9322 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5532767176628113
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 83.868 77.700 83.620 81.696
	Acc: 0.952 OSCR : 70.107 AUROC_max_val (%): 83.868 AUROC_real (%): 72.126

Epoch 477/600
157/157 - 3s - loss: 0.6497 - accuracy: 0.9310 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5788783431053162
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 82.496 76.250 82.107 79.193
	Acc: 0.947 OSCR : 69.990 AUROC_max_val (%): 82.496 AUROC_real (%): 72.193

Epoch 478/600
157/157 - 3s - loss: 0.6656 - accuracy: 0.9301 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.652511715888977
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.200 83.840 77.650 85.220 80.118
	Acc: 0.950 OSCR : 70.274 AUROC_max_val (%): 83.840 AUROC_real (%): 72.743

Epoch 479/600
157/157 - 3s - loss: 0.6488 - accuracy: 0.9336 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5713443160057068
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 81.638 76.100 78.601 79.835
	Acc: 0.951 OSCR : 70.419 AUROC_max_val (%): 81.638 AUROC_real (%): 72.434

Epoch 480/600
157/157 - 3s - loss: 0.6583 - accuracy: 0.9308 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7391989827156067
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.200 76.278 71.450 75.410 74.047
	Acc: 0.940 OSCR : 61.842 AUROC_max_val (%): 76.278 AUROC_real (%): 63.684

Epoch 481/600
157/157 - 3s - loss: 0.6516 - accuracy: 0.9297 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6888981461524963
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 82.329 75.800 82.919 78.973
	Acc: 0.935 OSCR : 66.251 AUROC_max_val (%): 82.329 AUROC_real (%): 68.491

Epoch 482/600
157/157 - 3s - loss: 0.6438 - accuracy: 0.9322 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5008330941200256
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.700 83.728 77.200 84.578 80.859
	Acc: 0.958 OSCR : 71.062 AUROC_max_val (%): 83.728 AUROC_real (%): 72.886

Epoch 483/600
157/157 - 3s - loss: 0.6286 - accuracy: 0.9326 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5565546751022339
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.600 87.304 80.450 88.713 84.068
	Acc: 0.956 OSCR : 73.189 AUROC_max_val (%): 87.304 AUROC_real (%): 75.127

Epoch 484/600
157/157 - 3s - loss: 0.6433 - accuracy: 0.9314 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5650056600570679
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 85.276 78.650 86.716 81.986
	Acc: 0.954 OSCR : 67.909 AUROC_max_val (%): 85.276 AUROC_real (%): 69.870

Epoch 485/600
157/157 - 3s - loss: 0.6341 - accuracy: 0.9320 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5918954610824585
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 85.428 79.350 86.525 82.025
	Acc: 0.955 OSCR : 70.412 AUROC_max_val (%): 85.428 AUROC_real (%): 72.454

Epoch 486/600
157/157 - 3s - loss: 0.6477 - accuracy: 0.9309 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5063181519508362
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 86.826 79.600 87.911 84.715
	Acc: 0.954 OSCR : 75.372 AUROC_max_val (%): 86.826 AUROC_real (%): 77.533

Epoch 487/600
157/157 - 3s - loss: 0.6439 - accuracy: 0.9338 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5263012647628784
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 84.623 78.200 84.474 83.061
	Acc: 0.952 OSCR : 67.274 AUROC_max_val (%): 84.623 AUROC_real (%): 69.207

Epoch 488/600
157/157 - 3s - loss: 0.6432 - accuracy: 0.9313 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.624448835849762
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.500 83.154 76.450 83.284 80.898
	Acc: 0.946 OSCR : 71.860 AUROC_max_val (%): 83.154 AUROC_real (%): 74.262

Epoch 489/600
157/157 - 3s - loss: 0.6392 - accuracy: 0.9328 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6024233102798462
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 86.037 80.350 85.127 83.705
	Acc: 0.943 OSCR : 73.739 AUROC_max_val (%): 86.037 AUROC_real (%): 76.086

Epoch 490/600
157/157 - 3s - loss: 0.6489 - accuracy: 0.9306 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5252302289009094
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 85.519 79.050 85.723 83.740
	Acc: 0.958 OSCR : 73.153 AUROC_max_val (%): 85.519 AUROC_real (%): 75.164

Epoch 491/600
157/157 - 3s - loss: 0.6212 - accuracy: 0.9332 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7579596638679504
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.800 86.102 79.400 87.550 82.505
	Acc: 0.943 OSCR : 63.579 AUROC_max_val (%): 86.102 AUROC_real (%): 65.644

Epoch 492/600
157/157 - 3s - loss: 0.6070 - accuracy: 0.9370 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6099931001663208
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 81.283 75.400 79.009 80.442
	Acc: 0.949 OSCR : 63.902 AUROC_max_val (%): 81.283 AUROC_real (%): 65.890

Epoch 493/600
157/157 - 3s - loss: 0.6232 - accuracy: 0.9347 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5650607943534851
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 85.386 79.450 85.632 83.152
	Acc: 0.947 OSCR : 72.698 AUROC_max_val (%): 85.386 AUROC_real (%): 74.839

Epoch 494/600
157/157 - 3s - loss: 0.6147 - accuracy: 0.9342 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6176602244377136
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 82.015 77.050 80.233 80.368
	Acc: 0.949 OSCR : 68.402 AUROC_max_val (%): 82.015 AUROC_real (%): 70.451

Epoch 495/600
157/157 - 3s - loss: 0.6142 - accuracy: 0.9351 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5900566577911377
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 80.949 75.300 80.692 79.139
	Acc: 0.950 OSCR : 64.460 AUROC_max_val (%): 80.949 AUROC_real (%): 66.407

Epoch 496/600
157/157 - 3s - loss: 0.6090 - accuracy: 0.9349 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5816463232040405
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 84.407 77.600 84.784 82.121
	Acc: 0.951 OSCR : 69.245 AUROC_max_val (%): 84.407 AUROC_real (%): 71.108

Epoch 497/600
157/157 - 3s - loss: 0.6027 - accuracy: 0.9365 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5465596318244934
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 82.058 75.600 82.390 80.144
	Acc: 0.951 OSCR : 67.830 AUROC_max_val (%): 82.058 AUROC_real (%): 69.720

Epoch 498/600
157/157 - 3s - loss: 0.6140 - accuracy: 0.9360 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49213722348213196
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 81.698 75.550 81.857 79.972
	Acc: 0.951 OSCR : 72.038 AUROC_max_val (%): 81.698 AUROC_real (%): 73.910

Epoch 499/600
157/157 - 3s - loss: 0.5915 - accuracy: 0.9369 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5681496262550354
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 81.992 76.500 80.997 79.837
	Acc: 0.945 OSCR : 72.765 AUROC_max_val (%): 81.992 AUROC_real (%): 74.728

Epoch 500/600
157/157 - 3s - loss: 0.6142 - accuracy: 0.9358 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.559869647026062
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 83.258 76.800 83.369 80.803
	Acc: 0.951 OSCR : 70.650 AUROC_max_val (%): 83.258 AUROC_real (%): 72.755

Epoch 501/600
157/157 - 3s - loss: 0.5857 - accuracy: 0.9379 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.489952027797699
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 84.025 77.200 83.761 81.457
	Acc: 0.959 OSCR : 72.970 AUROC_max_val (%): 84.025 AUROC_real (%): 74.727

Epoch 502/600
157/157 - 3s - loss: 0.6120 - accuracy: 0.9352 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5879585146903992
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.200 82.442 77.100 80.267 80.570
	Acc: 0.951 OSCR : 74.282 AUROC_max_val (%): 82.442 AUROC_real (%): 76.519

Epoch 503/600
157/157 - 3s - loss: 0.5930 - accuracy: 0.9364 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5582246780395508
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 80.004 75.150 76.933 78.951
	Acc: 0.950 OSCR : 70.748 AUROC_max_val (%): 80.004 AUROC_real (%): 72.584

Epoch 504/600
157/157 - 3s - loss: 0.5993 - accuracy: 0.9362 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5124666094779968
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.900 81.357 74.800 80.042 79.443
	Acc: 0.952 OSCR : 71.544 AUROC_max_val (%): 81.357 AUROC_real (%): 73.377

Epoch 505/600
157/157 - 3s - loss: 0.5906 - accuracy: 0.9382 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4604492783546448
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.000 84.364 77.800 84.480 82.484
	Acc: 0.957 OSCR : 72.706 AUROC_max_val (%): 84.364 AUROC_real (%): 74.491

Epoch 506/600
157/157 - 3s - loss: 0.5861 - accuracy: 0.9380 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5658977031707764
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 87.859 81.150 88.854 85.044
	Acc: 0.948 OSCR : 72.270 AUROC_max_val (%): 87.859 AUROC_real (%): 74.480

Epoch 507/600
157/157 - 3s - loss: 0.5710 - accuracy: 0.9413 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6914539933204651
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 85.855 79.050 87.593 82.016
	Acc: 0.945 OSCR : 69.431 AUROC_max_val (%): 85.855 AUROC_real (%): 71.833

Epoch 508/600
157/157 - 3s - loss: 0.5916 - accuracy: 0.9356 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5964382290840149
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.000 86.059 79.600 86.983 83.451
	Acc: 0.957 OSCR : 65.633 AUROC_max_val (%): 86.059 AUROC_real (%): 67.554

Epoch 509/600
157/157 - 3s - loss: 0.5740 - accuracy: 0.9398 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5006279945373535
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 82.773 76.700 81.985 80.536
	Acc: 0.955 OSCR : 73.069 AUROC_max_val (%): 82.773 AUROC_real (%): 74.843

Epoch 510/600
157/157 - 3s - loss: 0.5659 - accuracy: 0.9413 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5877473950386047
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 84.583 78.100 84.104 82.330
	Acc: 0.948 OSCR : 72.863 AUROC_max_val (%): 84.583 AUROC_real (%): 75.210

Epoch 511/600
157/157 - 3s - loss: 0.5835 - accuracy: 0.9377 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5162129402160645
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 84.960 78.550 85.017 82.293
	Acc: 0.957 OSCR : 72.411 AUROC_max_val (%): 84.960 AUROC_real (%): 74.447

Epoch 512/600
157/157 - 3s - loss: 0.5852 - accuracy: 0.9384 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5062097311019897
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 83.508 76.950 83.681 80.382
	Acc: 0.948 OSCR : 75.942 AUROC_max_val (%): 83.508 AUROC_real (%): 77.837

Epoch 513/600
157/157 - 3s - loss: 0.5597 - accuracy: 0.9390 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6122152209281921
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 81.957 76.000 80.991 79.358
	Acc: 0.949 OSCR : 70.206 AUROC_max_val (%): 81.957 AUROC_real (%): 72.294

Epoch 514/600
157/157 - 3s - loss: 0.5813 - accuracy: 0.9381 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5463235378265381
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 84.679 78.500 83.545 83.176
	Acc: 0.946 OSCR : 73.850 AUROC_max_val (%): 84.679 AUROC_real (%): 76.106

Epoch 515/600
157/157 - 3s - loss: 0.5678 - accuracy: 0.9395 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5364463329315186
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 83.514 78.050 82.130 80.612
	Acc: 0.952 OSCR : 75.614 AUROC_max_val (%): 83.514 AUROC_real (%): 77.654

Epoch 516/600
157/157 - 3s - loss: 0.5419 - accuracy: 0.9428 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5583606958389282
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 85.174 79.000 85.523 82.332
	Acc: 0.950 OSCR : 72.640 AUROC_max_val (%): 85.174 AUROC_real (%): 74.783

Epoch 517/600
157/157 - 3s - loss: 0.5524 - accuracy: 0.9414 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4799126386642456
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.000 84.924 78.450 85.328 82.893
	Acc: 0.958 OSCR : 72.973 AUROC_max_val (%): 84.924 AUROC_real (%): 74.912

Epoch 518/600
157/157 - 3s - loss: 0.5551 - accuracy: 0.9424 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5380463004112244
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 82.703 76.450 83.245 79.895
	Acc: 0.951 OSCR : 72.520 AUROC_max_val (%): 82.703 AUROC_real (%): 74.382

Epoch 519/600
157/157 - 3s - loss: 0.5368 - accuracy: 0.9431 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5155571699142456
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 83.556 77.300 83.813 80.986
	Acc: 0.949 OSCR : 74.140 AUROC_max_val (%): 83.556 AUROC_real (%): 76.089

Epoch 520/600
157/157 - 3s - loss: 0.5487 - accuracy: 0.9427 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5214268565177917
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 84.380 78.100 83.815 82.590
	Acc: 0.951 OSCR : 75.792 AUROC_max_val (%): 84.380 AUROC_real (%): 77.843

Epoch 521/600
157/157 - 3s - loss: 0.5649 - accuracy: 0.9396 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5222921371459961
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 86.841 80.150 88.156 83.339
	Acc: 0.954 OSCR : 72.296 AUROC_max_val (%): 86.841 AUROC_real (%): 74.312

Epoch 522/600
157/157 - 3s - loss: 0.5493 - accuracy: 0.9410 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5540154576301575
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 84.457 77.650 84.966 81.452
	Acc: 0.945 OSCR : 73.741 AUROC_max_val (%): 84.457 AUROC_real (%): 75.929

Epoch 523/600
157/157 - 3s - loss: 0.5369 - accuracy: 0.9428 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5268711447715759
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 80.298 74.200 78.194 77.916
	Acc: 0.946 OSCR : 72.225 AUROC_max_val (%): 80.298 AUROC_real (%): 73.977

Epoch 524/600
157/157 - 3s - loss: 0.5613 - accuracy: 0.9402 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5054640769958496
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 85.140 78.100 85.377 82.703
	Acc: 0.954 OSCR : 72.437 AUROC_max_val (%): 85.140 AUROC_real (%): 74.352

Epoch 525/600
157/157 - 3s - loss: 0.5381 - accuracy: 0.9428 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5336772203445435
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 83.013 76.800 81.961 80.730
	Acc: 0.962 OSCR : 71.790 AUROC_max_val (%): 83.013 AUROC_real (%): 73.623

Epoch 526/600
157/157 - 3s - loss: 0.5279 - accuracy: 0.9457 - 3s/epoch - 22ms/step
Test results :
	Loss (on known):0.4653574526309967
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 85.534 78.950 85.026 84.073
	Acc: 0.960 OSCR : 73.989 AUROC_max_val (%): 85.534 AUROC_real (%): 75.772

Epoch 527/600
157/157 - 3s - loss: 0.5351 - accuracy: 0.9430 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4575563073158264
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.400 84.289 77.800 83.502 82.222
	Acc: 0.961 OSCR : 73.227 AUROC_max_val (%): 84.289 AUROC_real (%): 74.961

Epoch 528/600
157/157 - 3s - loss: 0.5209 - accuracy: 0.9436 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4462556540966034
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 87.689 81.250 88.155 85.715
	Acc: 0.959 OSCR : 76.394 AUROC_max_val (%): 87.689 AUROC_real (%): 78.280

Epoch 529/600
157/157 - 3s - loss: 0.5510 - accuracy: 0.9415 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5113813877105713
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.800 83.825 77.400 84.398 80.191
	Acc: 0.951 OSCR : 68.810 AUROC_max_val (%): 83.825 AUROC_real (%): 70.568

Epoch 530/600
157/157 - 3s - loss: 0.5161 - accuracy: 0.9458 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48637816309928894
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.300 81.544 76.000 80.661 78.756
	Acc: 0.957 OSCR : 73.909 AUROC_max_val (%): 81.544 AUROC_real (%): 75.646

Epoch 531/600
157/157 - 3s - loss: 0.5270 - accuracy: 0.9419 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5335043668746948
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 83.201 76.900 83.265 79.979
	Acc: 0.956 OSCR : 71.915 AUROC_max_val (%): 83.201 AUROC_real (%): 73.797

Epoch 532/600
157/157 - 3s - loss: 0.5197 - accuracy: 0.9434 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49641838669776917
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 85.244 79.050 85.583 82.181
	Acc: 0.956 OSCR : 72.917 AUROC_max_val (%): 85.244 AUROC_real (%): 74.708

Epoch 533/600
157/157 - 3s - loss: 0.5144 - accuracy: 0.9450 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5264290571212769
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 83.014 77.250 82.421 79.695
	Acc: 0.952 OSCR : 72.471 AUROC_max_val (%): 83.014 AUROC_real (%): 74.417

Epoch 534/600
157/157 - 3s - loss: 0.5081 - accuracy: 0.9474 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45746204257011414
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 86.141 79.450 86.305 83.864
	Acc: 0.960 OSCR : 73.808 AUROC_max_val (%): 86.141 AUROC_real (%): 75.598

Epoch 535/600
157/157 - 3s - loss: 0.5176 - accuracy: 0.9442 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4588046371936798
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 85.837 79.850 85.942 82.841
	Acc: 0.961 OSCR : 73.949 AUROC_max_val (%): 85.837 AUROC_real (%): 75.669

Epoch 536/600
157/157 - 3s - loss: 0.5169 - accuracy: 0.9455 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4723259508609772
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 80.107 74.400 78.060 78.000
	Acc: 0.957 OSCR : 69.954 AUROC_max_val (%): 80.107 AUROC_real (%): 71.539

Epoch 537/600
157/157 - 3s - loss: 0.5083 - accuracy: 0.9459 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46881747245788574
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 85.029 78.600 85.792 81.749
	Acc: 0.956 OSCR : 74.932 AUROC_max_val (%): 85.029 AUROC_real (%): 76.854

Epoch 538/600
157/157 - 3s - loss: 0.5030 - accuracy: 0.9473 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45961517095565796
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 83.784 77.500 82.543 80.529
	Acc: 0.957 OSCR : 73.692 AUROC_max_val (%): 83.784 AUROC_real (%): 75.379

Epoch 539/600
157/157 - 3s - loss: 0.5155 - accuracy: 0.9442 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.520767331123352
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 82.112 76.600 80.207 80.003
	Acc: 0.958 OSCR : 74.060 AUROC_max_val (%): 82.112 AUROC_real (%): 75.924

Epoch 540/600
157/157 - 3s - loss: 0.5009 - accuracy: 0.9459 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4637814462184906
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 83.975 77.850 83.358 81.031
	Acc: 0.956 OSCR : 73.186 AUROC_max_val (%): 83.975 AUROC_real (%): 74.945

Epoch 541/600
157/157 - 3s - loss: 0.4907 - accuracy: 0.9488 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4780483543872833
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 85.823 79.150 85.301 84.154
	Acc: 0.954 OSCR : 76.169 AUROC_max_val (%): 85.823 AUROC_real (%): 78.191

Epoch 542/600
157/157 - 3s - loss: 0.5045 - accuracy: 0.9458 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.42218253016471863
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.600 83.633 77.500 82.159 81.677
	Acc: 0.962 OSCR : 74.215 AUROC_max_val (%): 83.633 AUROC_real (%): 75.752

Epoch 543/600
157/157 - 3s - loss: 0.5261 - accuracy: 0.9434 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4708464741706848
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 83.504 77.050 82.388 81.688
	Acc: 0.959 OSCR : 72.773 AUROC_max_val (%): 83.504 AUROC_real (%): 74.484

Epoch 544/600
157/157 - 3s - loss: 0.4798 - accuracy: 0.9485 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4947161078453064
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 87.834 81.100 88.654 85.283
	Acc: 0.954 OSCR : 73.732 AUROC_max_val (%): 87.834 AUROC_real (%): 75.641

Epoch 545/600
157/157 - 3s - loss: 0.4810 - accuracy: 0.9498 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4583630859851837
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 87.765 81.300 88.130 85.654
	Acc: 0.960 OSCR : 72.978 AUROC_max_val (%): 87.765 AUROC_real (%): 74.750

Epoch 546/600
157/157 - 3s - loss: 0.5013 - accuracy: 0.9459 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.42438438534736633
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 85.603 79.250 85.596 83.135
	Acc: 0.960 OSCR : 74.146 AUROC_max_val (%): 85.603 AUROC_real (%): 75.783

Epoch 547/600
157/157 - 3s - loss: 0.4889 - accuracy: 0.9488 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43443214893341064
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 84.736 78.750 84.183 82.347
	Acc: 0.957 OSCR : 71.499 AUROC_max_val (%): 84.736 AUROC_real (%): 73.062

Epoch 548/600
157/157 - 3s - loss: 0.4983 - accuracy: 0.9480 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44043418765068054
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.900 86.084 79.400 86.354 83.710
	Acc: 0.960 OSCR : 73.922 AUROC_max_val (%): 86.084 AUROC_real (%): 75.603

Epoch 549/600
157/157 - 3s - loss: 0.4858 - accuracy: 0.9483 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4557456970214844
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 86.898 80.150 87.195 85.031
	Acc: 0.961 OSCR : 73.810 AUROC_max_val (%): 86.898 AUROC_real (%): 75.600

Epoch 550/600
157/157 - 3s - loss: 0.4932 - accuracy: 0.9463 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44359612464904785
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 85.246 78.700 85.242 83.505
	Acc: 0.959 OSCR : 73.434 AUROC_max_val (%): 85.246 AUROC_real (%): 75.225

Epoch 551/600
157/157 - 3s - loss: 0.4664 - accuracy: 0.9521 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43530771136283875
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 86.237 80.300 86.383 83.613
	Acc: 0.960 OSCR : 75.054 AUROC_max_val (%): 86.237 AUROC_real (%): 76.692

Epoch 552/600
157/157 - 3s - loss: 0.4836 - accuracy: 0.9494 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43490996956825256
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 84.519 78.300 83.471 82.826
	Acc: 0.960 OSCR : 73.410 AUROC_max_val (%): 84.519 AUROC_real (%): 75.126

Epoch 553/600
157/157 - 3s - loss: 0.4896 - accuracy: 0.9495 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.41477423906326294
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 85.102 79.000 84.106 83.216
	Acc: 0.965 OSCR : 75.123 AUROC_max_val (%): 85.102 AUROC_real (%): 76.770

Epoch 554/600
157/157 - 3s - loss: 0.4705 - accuracy: 0.9508 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45443615317344666
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 83.403 77.700 80.704 81.877
	Acc: 0.961 OSCR : 72.740 AUROC_max_val (%): 83.403 AUROC_real (%): 74.484

Epoch 555/600
157/157 - 3s - loss: 0.4781 - accuracy: 0.9481 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.42204466462135315
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 85.716 79.950 85.211 83.346
	Acc: 0.961 OSCR : 74.162 AUROC_max_val (%): 85.716 AUROC_real (%): 75.783

Epoch 556/600
157/157 - 3s - loss: 0.4855 - accuracy: 0.9491 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4031808376312256
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 85.665 79.300 85.605 83.441
	Acc: 0.964 OSCR : 75.930 AUROC_max_val (%): 85.665 AUROC_real (%): 77.513

Epoch 557/600
157/157 - 3s - loss: 0.4811 - accuracy: 0.9487 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43338900804519653
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 84.236 77.850 83.603 82.043
	Acc: 0.959 OSCR : 74.514 AUROC_max_val (%): 84.236 AUROC_real (%): 76.169

Epoch 558/600
157/157 - 3s - loss: 0.4654 - accuracy: 0.9496 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45160189270973206
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.800 85.651 79.550 85.386 83.073
	Acc: 0.960 OSCR : 75.157 AUROC_max_val (%): 85.651 AUROC_real (%): 76.876

Epoch 559/600
157/157 - 3s - loss: 0.4807 - accuracy: 0.9498 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.42967489361763
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 86.083 80.250 86.019 83.529
	Acc: 0.960 OSCR : 73.510 AUROC_max_val (%): 86.083 AUROC_real (%): 75.091

Epoch 560/600
157/157 - 3s - loss: 0.4795 - accuracy: 0.9490 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44875773787498474
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 85.194 78.300 85.386 82.606
	Acc: 0.961 OSCR : 75.224 AUROC_max_val (%): 85.194 AUROC_real (%): 77.003

Epoch 561/600
157/157 - 3s - loss: 0.4792 - accuracy: 0.9488 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47773832082748413
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 83.269 77.150 81.436 81.705
	Acc: 0.956 OSCR : 72.154 AUROC_max_val (%): 83.269 AUROC_real (%): 73.910

Epoch 562/600
157/157 - 3s - loss: 0.4838 - accuracy: 0.9489 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43006080389022827
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 85.338 78.600 85.059 83.070
	Acc: 0.964 OSCR : 74.833 AUROC_max_val (%): 85.338 AUROC_real (%): 76.490

Epoch 563/600
157/157 - 3s - loss: 0.4708 - accuracy: 0.9499 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4299377501010895
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 85.249 78.500 85.140 82.803
	Acc: 0.961 OSCR : 74.043 AUROC_max_val (%): 85.249 AUROC_real (%): 75.675

Epoch 564/600
157/157 - 3s - loss: 0.4730 - accuracy: 0.9492 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.460510790348053
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 84.898 78.550 84.447 82.416
	Acc: 0.957 OSCR : 72.612 AUROC_max_val (%): 84.898 AUROC_real (%): 74.283

Epoch 565/600
157/157 - 3s - loss: 0.4520 - accuracy: 0.9525 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47304031252861023
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 84.759 78.450 84.391 82.807
	Acc: 0.959 OSCR : 73.330 AUROC_max_val (%): 84.759 AUROC_real (%): 75.085

Epoch 566/600
157/157 - 3s - loss: 0.4669 - accuracy: 0.9499 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.433304101228714
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 83.918 77.250 83.427 81.288
	Acc: 0.959 OSCR : 72.004 AUROC_max_val (%): 83.918 AUROC_real (%): 73.485

Epoch 567/600
157/157 - 3s - loss: 0.4649 - accuracy: 0.9503 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4615645408630371
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 86.418 79.700 86.791 83.296
	Acc: 0.958 OSCR : 74.438 AUROC_max_val (%): 86.418 AUROC_real (%): 76.153

Epoch 568/600
157/157 - 3s - loss: 0.4610 - accuracy: 0.9507 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4461839199066162
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 85.875 79.050 85.753 83.227
	Acc: 0.961 OSCR : 73.795 AUROC_max_val (%): 85.875 AUROC_real (%): 75.425

Epoch 569/600
157/157 - 3s - loss: 0.4571 - accuracy: 0.9513 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48082035779953003
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 84.647 78.050 83.726 82.081
	Acc: 0.958 OSCR : 73.818 AUROC_max_val (%): 84.647 AUROC_real (%): 75.572

Epoch 570/600
157/157 - 3s - loss: 0.4578 - accuracy: 0.9526 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4518803656101227
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 84.514 78.000 83.508 82.382
	Acc: 0.959 OSCR : 72.677 AUROC_max_val (%): 84.514 AUROC_real (%): 74.364

Epoch 571/600
157/157 - 3s - loss: 0.4602 - accuracy: 0.9514 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45479464530944824
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.900 86.153 79.200 85.906 84.054
	Acc: 0.962 OSCR : 73.858 AUROC_max_val (%): 86.153 AUROC_real (%): 75.632

Epoch 572/600
157/157 - 3s - loss: 0.4759 - accuracy: 0.9495 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4441060423851013
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 84.858 78.150 84.216 82.619
	Acc: 0.962 OSCR : 73.424 AUROC_max_val (%): 84.858 AUROC_real (%): 75.079

Epoch 573/600
157/157 - 3s - loss: 0.4535 - accuracy: 0.9518 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44129467010498047
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.600 87.067 80.300 87.094 84.707
	Acc: 0.959 OSCR : 75.982 AUROC_max_val (%): 87.067 AUROC_real (%): 77.778

Epoch 574/600
157/157 - 3s - loss: 0.4660 - accuracy: 0.9499 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4482184648513794
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 85.379 78.750 84.595 83.273
	Acc: 0.959 OSCR : 73.849 AUROC_max_val (%): 85.379 AUROC_real (%): 75.583

Epoch 575/600
157/157 - 3s - loss: 0.4475 - accuracy: 0.9531 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43796229362487793
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 86.009 80.050 85.381 83.614
	Acc: 0.960 OSCR : 74.782 AUROC_max_val (%): 86.009 AUROC_real (%): 76.499

Epoch 576/600
157/157 - 3s - loss: 0.4702 - accuracy: 0.9487 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44042837619781494
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.500 85.204 78.500 84.222 82.970
	Acc: 0.965 OSCR : 73.933 AUROC_max_val (%): 85.204 AUROC_real (%): 75.622

Epoch 577/600
157/157 - 3s - loss: 0.4646 - accuracy: 0.9503 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.42584627866744995
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.321 78.600 84.342 83.550
	Acc: 0.963 OSCR : 73.484 AUROC_max_val (%): 85.321 AUROC_real (%): 75.156

Epoch 578/600
157/157 - 3s - loss: 0.4593 - accuracy: 0.9531 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43682268261909485
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 85.162 78.900 84.127 83.446
	Acc: 0.962 OSCR : 73.490 AUROC_max_val (%): 85.162 AUROC_real (%): 75.208

Epoch 579/600
157/157 - 3s - loss: 0.4527 - accuracy: 0.9511 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44440576434135437
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 84.947 78.350 83.822 82.942
	Acc: 0.958 OSCR : 73.483 AUROC_max_val (%): 84.947 AUROC_real (%): 75.231

Epoch 580/600
157/157 - 3s - loss: 0.4282 - accuracy: 0.9552 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44831666350364685
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 85.546 79.350 84.590 83.447
	Acc: 0.962 OSCR : 73.056 AUROC_max_val (%): 85.546 AUROC_real (%): 74.770

Epoch 581/600
157/157 - 3s - loss: 0.4692 - accuracy: 0.9499 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43454185128211975
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 85.284 78.400 84.102 83.569
	Acc: 0.960 OSCR : 74.018 AUROC_max_val (%): 85.284 AUROC_real (%): 75.732

Epoch 582/600
157/157 - 3s - loss: 0.4512 - accuracy: 0.9533 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44083619117736816
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 85.650 79.100 84.836 83.782
	Acc: 0.961 OSCR : 73.802 AUROC_max_val (%): 85.650 AUROC_real (%): 75.550

Epoch 583/600
157/157 - 3s - loss: 0.4606 - accuracy: 0.9515 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4416973888874054
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 85.127 78.350 84.152 83.139
	Acc: 0.958 OSCR : 73.799 AUROC_max_val (%): 85.127 AUROC_real (%): 75.550

Epoch 584/600
157/157 - 3s - loss: 0.4488 - accuracy: 0.9518 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4457187354564667
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 85.418 78.700 84.609 83.475
	Acc: 0.958 OSCR : 73.607 AUROC_max_val (%): 85.418 AUROC_real (%): 75.362

Epoch 585/600
157/157 - 3s - loss: 0.4559 - accuracy: 0.9517 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4541427493095398
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 84.816 78.100 83.645 82.953
	Acc: 0.959 OSCR : 73.209 AUROC_max_val (%): 84.816 AUROC_real (%): 74.956

Epoch 586/600
157/157 - 3s - loss: 0.4634 - accuracy: 0.9506 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44343823194503784
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 85.256 78.550 84.357 83.289
	Acc: 0.959 OSCR : 73.528 AUROC_max_val (%): 85.256 AUROC_real (%): 75.260

Epoch 587/600
157/157 - 3s - loss: 0.4456 - accuracy: 0.9525 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4356996715068817
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 85.537 79.050 84.756 83.555
	Acc: 0.959 OSCR : 74.357 AUROC_max_val (%): 85.537 AUROC_real (%): 76.078

Epoch 588/600
157/157 - 3s - loss: 0.4569 - accuracy: 0.9524 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4350646734237671
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 85.266 78.500 84.429 83.417
	Acc: 0.956 OSCR : 73.982 AUROC_max_val (%): 85.266 AUROC_real (%): 75.711

Epoch 589/600
157/157 - 3s - loss: 0.4425 - accuracy: 0.9541 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4392481744289398
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.300 84.931 78.300 83.995 83.065
	Acc: 0.957 OSCR : 73.295 AUROC_max_val (%): 84.931 AUROC_real (%): 75.004

Epoch 590/600
157/157 - 3s - loss: 0.4605 - accuracy: 0.9517 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4399097263813019
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 84.959 78.400 84.073 83.073
	Acc: 0.959 OSCR : 73.530 AUROC_max_val (%): 84.959 AUROC_real (%): 75.236

Epoch 591/600
157/157 - 3s - loss: 0.4511 - accuracy: 0.9518 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43900066614151
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 84.915 78.150 83.934 83.108
	Acc: 0.957 OSCR : 73.622 AUROC_max_val (%): 84.915 AUROC_real (%): 75.344

Epoch 592/600
157/157 - 3s - loss: 0.4611 - accuracy: 0.9509 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4293779134750366
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 85.466 78.650 84.791 83.550
	Acc: 0.959 OSCR : 74.479 AUROC_max_val (%): 85.466 AUROC_real (%): 76.185

Epoch 593/600
157/157 - 3s - loss: 0.4496 - accuracy: 0.9521 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4271334409713745
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 85.614 78.800 84.967 83.673
	Acc: 0.960 OSCR : 74.760 AUROC_max_val (%): 85.614 AUROC_real (%): 76.464

Epoch 594/600
157/157 - 3s - loss: 0.4524 - accuracy: 0.9525 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4328228831291199
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.493 78.650 84.808 83.547
	Acc: 0.959 OSCR : 74.507 AUROC_max_val (%): 85.493 AUROC_real (%): 76.217

Epoch 595/600
157/157 - 3s - loss: 0.4404 - accuracy: 0.9539 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4315388798713684
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.676 78.900 85.081 83.663
	Acc: 0.959 OSCR : 74.858 AUROC_max_val (%): 85.676 AUROC_real (%): 76.570

Epoch 596/600
157/157 - 3s - loss: 0.4405 - accuracy: 0.9526 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4305877983570099
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 85.820 79.000 85.239 83.809
	Acc: 0.961 OSCR : 75.071 AUROC_max_val (%): 85.820 AUROC_real (%): 76.776

Epoch 597/600
157/157 - 3s - loss: 0.4497 - accuracy: 0.9509 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4342578649520874
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.658 78.850 85.068 83.637
	Acc: 0.959 OSCR : 74.557 AUROC_max_val (%): 85.658 AUROC_real (%): 76.269

Epoch 598/600
157/157 - 3s - loss: 0.4462 - accuracy: 0.9535 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4346138834953308
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.692 78.850 85.105 83.685
	Acc: 0.959 OSCR : 74.597 AUROC_max_val (%): 85.692 AUROC_real (%): 76.313

Epoch 599/600
157/157 - 3s - loss: 0.4324 - accuracy: 0.9538 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4319703280925751
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 85.769 79.000 85.175 83.726
	Acc: 0.960 OSCR : 75.041 AUROC_max_val (%): 85.769 AUROC_real (%): 76.753

Epoch 600/600
157/157 - 3s - loss: 0.4459 - accuracy: 0.9509 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43470829725265503
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.500 85.668 78.950 85.090 83.664
	Acc: 0.960 OSCR : 74.360 AUROC_max_val (%): 85.668 AUROC_real (%): 76.066

--- Execution time : 0:35:14.813898 ---
Closed set loss: 0.4347083
Closed set metrics:
accuracy: 0.9599999785423279 

      1/Unknown - 0s 145ms/step
8/8 [==============================] - 3s 356ms/step

      1/Unknown - 0s 7ms/step
8/8 [==============================] - 0s 5ms/step
W0905 08:39:30.446985 23052352640704 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 08:39:30.447969 23052352640704 utils.py:108] Saving model in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-2/nb_f-5/anchor_mul-10/max_d-12.649/model.save
WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
W0905 08:39:30.448130 23052352640704 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 08:39:32.306000 23052352640704 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-2/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 08:39:32.841013 23052352640704 builder_impl.py:797] Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar+10//split-2/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 08:39:32.908908 23052352640704 utils.py:112] Saving history in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-2/nb_f-5/anchor_mul-10/max_d-12.649/history.pkl
AUROC score: 0.760661
