I0905 06:16:01.087480 23309729461952 utils.py:90] Saving flags in results/benchmark_osr//standard_vgg32/dist/cifar10//split-1/nb_f-5/anchor_mul-10/max_d-12.649/flags.txt
I0905 06:16:01.094501 23309729461952 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 06:16:01.101431 23309729461952 dataset_builder.py:528] Reusing dataset cifar10 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2)
I0905 06:16:02.365198 23309729461952 logging_logger.py:49] Constructing tf.data.Dataset cifar10 for split ['train', 'test'], from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
nb_train_examples: 30000
ds_test_k_size: 4000
ds_test_uk_size: 4000
Dataset: cifar10
Known classes: [7, 6, 4, 9, 0, 1]
Unknown classes: [2, 3, 5, 8]
--- Data preprocessing time : 0:00:07.746131 ---
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, 30)          34560     
                                                                 
 features_layer (GlobalAvera  (None, 30)               0         
 gePooling2D)                                                    
                                                                 
=================================================================
Total params: 1,035,712
Trainable params: 1,033,664
Non-trainable params: 2,048
_________________________________________________________________
Using cosine_restart_warmup scheduler
2023-09-05 06:16:11.347354: 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 06:16:21.190000: 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
235/235 - 13s - loss: 8.9505 - accuracy: 0.2052 - 13s/epoch - 54ms/step
Test results :
	Loss (on known):8.771360397338867
	accuracy: 0.25999999046325684 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     5.025 49.765 50.700 50.051 50.074
	Acc: 0.260 OSCR : 16.273 AUROC_max_val (%): 49.765 AUROC_real (%): 49.895

Epoch  2/600
235/235 - 6s - loss: 6.0578 - accuracy: 0.4086 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):7.412757873535156
	accuracy: 0.4724999964237213 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     4.950 46.003 50.525 48.190 47.754
	Acc: 0.472 OSCR : 24.629 AUROC_max_val (%): 46.003 AUROC_real (%): 47.691

Epoch  3/600
235/235 - 6s - loss: 4.9326 - accuracy: 0.5210 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):5.11275053024292
	accuracy: 0.5952500104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.250 58.579 56.163 57.953 57.432
	Acc: 0.595 OSCR : 35.300 AUROC_max_val (%): 58.579 AUROC_real (%): 53.195

Epoch  4/600
235/235 - 6s - loss: 4.3571 - accuracy: 0.5774 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):5.769458770751953
	accuracy: 0.5609999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     6.500 55.694 55.138 54.164 54.402
	Acc: 0.561 OSCR : 28.069 AUROC_max_val (%): 55.694 AUROC_real (%): 46.033

Epoch  5/600
235/235 - 6s - loss: 3.9370 - accuracy: 0.6138 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):4.227801322937012
	accuracy: 0.6919999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.100 61.199 58.725 60.040 59.432
	Acc: 0.692 OSCR : 36.441 AUROC_max_val (%): 61.199 AUROC_real (%): 48.351

Epoch  6/600
235/235 - 6s - loss: 3.6178 - accuracy: 0.6467 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.0034806728363037
	accuracy: 0.7369999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.700 63.015 59.737 63.070 60.391
	Acc: 0.737 OSCR : 47.420 AUROC_max_val (%): 63.015 AUROC_real (%): 57.460

Epoch  7/600
235/235 - 6s - loss: 3.3081 - accuracy: 0.6754 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):4.919924259185791
	accuracy: 0.6712499856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.500 62.858 59.625 65.485 59.089
	Acc: 0.671 OSCR : 35.185 AUROC_max_val (%): 62.858 AUROC_real (%): 49.102

Epoch  8/600
235/235 - 6s - loss: 3.1907 - accuracy: 0.6892 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.814821720123291
	accuracy: 0.7494999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.375 60.306 57.212 61.016 58.396
	Acc: 0.750 OSCR : 40.468 AUROC_max_val (%): 60.306 AUROC_real (%): 50.243

Epoch  9/600
235/235 - 6s - loss: 3.0105 - accuracy: 0.7053 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.9674367904663086
	accuracy: 0.778249979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.100 69.478 64.825 71.574 65.117
	Acc: 0.778 OSCR : 48.458 AUROC_max_val (%): 69.478 AUROC_real (%): 57.553

Epoch 10/600
235/235 - 6s - loss: 2.9583 - accuracy: 0.7094 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.854255199432373
	accuracy: 0.7302500009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.825 65.217 60.950 65.573 62.809
	Acc: 0.730 OSCR : 38.624 AUROC_max_val (%): 65.217 AUROC_real (%): 49.776

Epoch 11/600
235/235 - 6s - loss: 2.8405 - accuracy: 0.7197 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.6301066875457764
	accuracy: 0.7832499742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.375 67.310 63.500 67.299 64.633
	Acc: 0.783 OSCR : 49.876 AUROC_max_val (%): 67.310 AUROC_real (%): 58.853

Epoch 12/600
235/235 - 6s - loss: 2.7526 - accuracy: 0.7295 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.6405835151672363
	accuracy: 0.7900000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.600 64.606 60.387 64.655 62.521
	Acc: 0.790 OSCR : 44.589 AUROC_max_val (%): 64.606 AUROC_real (%): 52.232

Epoch 13/600
235/235 - 6s - loss: 2.6350 - accuracy: 0.7411 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):4.195733547210693
	accuracy: 0.7362499833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.775 64.942 60.825 66.629 61.554
	Acc: 0.736 OSCR : 41.443 AUROC_max_val (%): 64.942 AUROC_real (%): 52.653

Epoch 14/600
235/235 - 6s - loss: 2.5748 - accuracy: 0.7470 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.9758373498916626
	accuracy: 0.831250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.025 66.820 62.750 65.462 64.188
	Acc: 0.831 OSCR : 55.245 AUROC_max_val (%): 66.820 AUROC_real (%): 61.398

Epoch 15/600
235/235 - 6s - loss: 2.5052 - accuracy: 0.7516 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.7199742794036865
	accuracy: 0.7257500290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.475 61.573 57.787 62.061 59.763
	Acc: 0.726 OSCR : 38.200 AUROC_max_val (%): 61.573 AUROC_real (%): 49.126

Epoch 16/600
235/235 - 6s - loss: 2.4552 - accuracy: 0.7592 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.0688695907592773
	accuracy: 0.843999981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.175 75.014 69.175 76.843 70.626
	Acc: 0.844 OSCR : 55.650 AUROC_max_val (%): 75.014 AUROC_real (%): 62.011

Epoch 17/600
235/235 - 6s - loss: 2.4129 - accuracy: 0.7600 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.564321279525757
	accuracy: 0.7860000133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.175 71.840 66.575 73.546 67.896
	Acc: 0.786 OSCR : 53.431 AUROC_max_val (%): 71.840 AUROC_real (%): 62.933

Epoch 18/600
235/235 - 6s - loss: 2.3308 - accuracy: 0.7700 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.8668835163116455
	accuracy: 0.7692499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.850 65.127 61.463 62.888 63.213
	Acc: 0.769 OSCR : 51.406 AUROC_max_val (%): 65.127 AUROC_real (%): 61.319

Epoch 19/600
235/235 - 6s - loss: 2.2671 - accuracy: 0.7743 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.3548660278320312
	accuracy: 0.809499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.725 71.153 66.688 71.886 66.033
	Acc: 0.809 OSCR : 53.487 AUROC_max_val (%): 71.153 AUROC_real (%): 61.421

Epoch 20/600
235/235 - 6s - loss: 2.2624 - accuracy: 0.7750 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.362391948699951
	accuracy: 0.8289999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.275 71.334 66.250 73.319 67.006
	Acc: 0.829 OSCR : 48.669 AUROC_max_val (%): 71.334 AUROC_real (%): 55.048

Epoch 21/600
235/235 - 6s - loss: 2.2267 - accuracy: 0.7790 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.1489615440368652
	accuracy: 0.8309999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.825 70.967 65.138 71.844 67.823
	Acc: 0.831 OSCR : 52.779 AUROC_max_val (%): 70.967 AUROC_real (%): 59.262

Epoch 22/600
235/235 - 6s - loss: 2.1589 - accuracy: 0.7843 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.387856364250183
	accuracy: 0.8692499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.900 78.800 72.462 80.858 74.629
	Acc: 0.869 OSCR : 66.832 AUROC_max_val (%): 78.800 AUROC_real (%): 71.940

Epoch 23/600
235/235 - 6s - loss: 2.1559 - accuracy: 0.7848 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4036945104599
	accuracy: 0.8705000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.175 77.243 70.737 78.107 73.886
	Acc: 0.871 OSCR : 64.744 AUROC_max_val (%): 77.243 AUROC_real (%): 70.084

Epoch 24/600
235/235 - 6s - loss: 2.1021 - accuracy: 0.7923 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.9012295007705688
	accuracy: 0.8270000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.625 73.523 67.850 74.374 69.959
	Acc: 0.827 OSCR : 59.966 AUROC_max_val (%): 73.523 AUROC_real (%): 67.312

Epoch 25/600
235/235 - 6s - loss: 2.0787 - accuracy: 0.7922 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3114627599716187
	accuracy: 0.8765000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.150 73.741 67.800 73.123 71.121
	Acc: 0.876 OSCR : 64.158 AUROC_max_val (%): 73.741 AUROC_real (%): 68.739

Epoch 26/600
235/235 - 6s - loss: 2.0284 - accuracy: 0.7974 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2994214296340942
	accuracy: 0.8802499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.225 77.697 72.100 79.567 73.218
	Acc: 0.880 OSCR : 65.376 AUROC_max_val (%): 77.697 AUROC_real (%): 69.895

Epoch 27/600
235/235 - 6s - loss: 2.0103 - accuracy: 0.7983 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.872472882270813
	accuracy: 0.8457499742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.500 73.175 67.300 74.679 69.164
	Acc: 0.846 OSCR : 57.134 AUROC_max_val (%): 73.175 AUROC_real (%): 62.840

Epoch 28/600
235/235 - 6s - loss: 1.9804 - accuracy: 0.8025 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3719266653060913
	accuracy: 0.8807500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.950 77.667 71.525 78.977 73.938
	Acc: 0.881 OSCR : 61.446 AUROC_max_val (%): 77.667 AUROC_real (%): 66.108

Epoch 29/600
235/235 - 6s - loss: 1.9864 - accuracy: 0.8011 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6060049533843994
	accuracy: 0.8730000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.400 73.440 67.712 71.614 71.619
	Acc: 0.873 OSCR : 59.708 AUROC_max_val (%): 73.440 AUROC_real (%): 64.771

Epoch 30/600
235/235 - 6s - loss: 1.9728 - accuracy: 0.8034 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6725304126739502
	accuracy: 0.8557500243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.525 71.575 66.250 71.121 69.292
	Acc: 0.856 OSCR : 58.282 AUROC_max_val (%): 71.575 AUROC_real (%): 63.747

Epoch 31/600
235/235 - 6s - loss: 1.9184 - accuracy: 0.8098 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5882594585418701
	accuracy: 0.8602499961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.900 72.566 66.562 72.476 69.979
	Acc: 0.860 OSCR : 61.141 AUROC_max_val (%): 72.566 AUROC_real (%): 66.707

Epoch 32/600
235/235 - 6s - loss: 1.9009 - accuracy: 0.8101 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.41518235206604
	accuracy: 0.8855000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.525 77.712 70.775 79.228 74.658
	Acc: 0.885 OSCR : 61.697 AUROC_max_val (%): 77.712 AUROC_real (%): 66.602

Epoch 33/600
235/235 - 6s - loss: 1.8901 - accuracy: 0.8114 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.7317509651184082
	accuracy: 0.8657500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.800 72.034 66.350 70.584 70.304
	Acc: 0.866 OSCR : 57.947 AUROC_max_val (%): 72.034 AUROC_real (%): 63.616

Epoch 34/600
235/235 - 6s - loss: 1.8633 - accuracy: 0.8136 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5923736095428467
	accuracy: 0.8652499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.575 72.513 67.100 72.965 68.919
	Acc: 0.865 OSCR : 60.501 AUROC_max_val (%): 72.513 AUROC_real (%): 65.526

Epoch 35/600
235/235 - 6s - loss: 1.8443 - accuracy: 0.8179 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6920292377471924
	accuracy: 0.8544999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.425 72.440 66.400 73.751 69.128
	Acc: 0.855 OSCR : 56.703 AUROC_max_val (%): 72.440 AUROC_real (%): 62.468

Epoch 36/600
235/235 - 6s - loss: 1.8062 - accuracy: 0.8171 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3127720355987549
	accuracy: 0.8914999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.775 80.365 73.588 81.905 76.540
	Acc: 0.891 OSCR : 62.912 AUROC_max_val (%): 80.365 AUROC_real (%): 67.241

Epoch 37/600
235/235 - 6s - loss: 1.8133 - accuracy: 0.8187 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.486857295036316
	accuracy: 0.871999979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.875 73.791 68.450 73.866 69.990
	Acc: 0.872 OSCR : 60.936 AUROC_max_val (%): 73.791 AUROC_real (%): 65.652

Epoch 38/600
235/235 - 6s - loss: 1.7869 - accuracy: 0.8211 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0317593812942505
	accuracy: 0.9039999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.625 81.754 75.063 82.800 79.089
	Acc: 0.904 OSCR : 70.859 AUROC_max_val (%): 81.754 AUROC_real (%): 75.113

Epoch 39/600
235/235 - 6s - loss: 1.7777 - accuracy: 0.8233 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2368329763412476
	accuracy: 0.8912500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.450 77.942 71.438 78.035 75.577
	Acc: 0.891 OSCR : 66.586 AUROC_max_val (%): 77.942 AUROC_real (%): 71.145

Epoch 40/600
235/235 - 6s - loss: 1.7315 - accuracy: 0.8265 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.681333303451538
	accuracy: 0.8849999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.175 75.328 69.675 76.219 72.086
	Acc: 0.885 OSCR : 58.084 AUROC_max_val (%): 75.328 AUROC_real (%): 62.810

Epoch 41/600
235/235 - 6s - loss: 1.7500 - accuracy: 0.8233 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.873913288116455
	accuracy: 0.8627499938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.400 70.400 65.650 67.636 69.426
	Acc: 0.863 OSCR : 55.679 AUROC_max_val (%): 70.400 AUROC_real (%): 60.987

Epoch 42/600
235/235 - 6s - loss: 1.7189 - accuracy: 0.8282 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3188222646713257
	accuracy: 0.8742499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.975 75.731 69.738 77.526 71.652
	Acc: 0.874 OSCR : 65.409 AUROC_max_val (%): 75.731 AUROC_real (%): 70.331

Epoch 43/600
235/235 - 6s - loss: 1.7075 - accuracy: 0.8304 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.683602213859558
	accuracy: 0.8604999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.325 73.706 67.763 73.149 71.367
	Acc: 0.861 OSCR : 58.554 AUROC_max_val (%): 73.706 AUROC_real (%): 64.116

Epoch 44/600
235/235 - 6s - loss: 1.6583 - accuracy: 0.8335 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2825592756271362
	accuracy: 0.8884999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.750 79.451 72.338 80.108 76.852
	Acc: 0.888 OSCR : 62.992 AUROC_max_val (%): 79.451 AUROC_real (%): 67.540

Epoch 45/600
235/235 - 6s - loss: 1.6755 - accuracy: 0.8321 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9938108921051025
	accuracy: 0.9042500257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.025 81.510 74.550 83.236 78.536
	Acc: 0.904 OSCR : 69.907 AUROC_max_val (%): 81.510 AUROC_real (%): 73.778

Epoch 46/600
235/235 - 6s - loss: 1.6486 - accuracy: 0.8355 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2063738107681274
	accuracy: 0.9004999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.975 77.427 71.200 77.859 74.602
	Acc: 0.900 OSCR : 62.859 AUROC_max_val (%): 77.427 AUROC_real (%): 66.700

Epoch 47/600
235/235 - 6s - loss: 1.6834 - accuracy: 0.8323 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5221415758132935
	accuracy: 0.8777499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.675 69.801 65.075 69.362 67.893
	Acc: 0.878 OSCR : 57.531 AUROC_max_val (%): 69.801 AUROC_real (%): 62.003

Epoch 48/600
235/235 - 6s - loss: 1.6635 - accuracy: 0.8351 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9855166077613831
	accuracy: 0.9067500233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 78.855 72.325 77.930 76.609
	Acc: 0.907 OSCR : 67.724 AUROC_max_val (%): 78.855 AUROC_real (%): 71.390

Epoch 49/600
235/235 - 6s - loss: 1.6149 - accuracy: 0.8387 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2881914377212524
	accuracy: 0.8945000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.350 73.464 67.388 72.695 71.636
	Acc: 0.894 OSCR : 62.451 AUROC_max_val (%): 73.464 AUROC_real (%): 66.390

Epoch 50/600
235/235 - 6s - loss: 1.6220 - accuracy: 0.8387 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.177306890487671
	accuracy: 0.8932499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.625 73.846 68.500 73.184 71.671
	Acc: 0.893 OSCR : 64.461 AUROC_max_val (%): 73.846 AUROC_real (%): 68.627

Epoch 51/600
235/235 - 6s - loss: 1.6174 - accuracy: 0.8375 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.00290048122406
	accuracy: 0.9082499742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.350 79.126 72.775 80.397 75.519
	Acc: 0.908 OSCR : 66.536 AUROC_max_val (%): 79.126 AUROC_real (%): 69.861

Epoch 52/600
235/235 - 6s - loss: 1.6155 - accuracy: 0.8395 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5027308464050293
	accuracy: 0.8792499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.300 71.975 66.075 71.352 70.239
	Acc: 0.879 OSCR : 57.751 AUROC_max_val (%): 71.975 AUROC_real (%): 62.407

Epoch 53/600
235/235 - 6s - loss: 1.5986 - accuracy: 0.8403 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.4591336250305176
	accuracy: 0.8917499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.325 77.852 71.163 79.514 74.370
	Acc: 0.892 OSCR : 58.466 AUROC_max_val (%): 77.852 AUROC_real (%): 62.627

Epoch 54/600
235/235 - 6s - loss: 1.5626 - accuracy: 0.8435 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2025097608566284
	accuracy: 0.9042500257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.950 76.092 69.375 76.630 73.454
	Acc: 0.904 OSCR : 61.075 AUROC_max_val (%): 76.092 AUROC_real (%): 64.657

Epoch 55/600
235/235 - 6s - loss: 1.5754 - accuracy: 0.8427 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.061496376991272
	accuracy: 0.9027500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.125 78.941 72.250 80.769 75.982
	Acc: 0.903 OSCR : 65.750 AUROC_max_val (%): 78.941 AUROC_real (%): 69.467

Epoch 56/600
235/235 - 6s - loss: 1.5459 - accuracy: 0.8461 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.095391869544983
	accuracy: 0.902999997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.650 79.362 72.838 80.184 75.820
	Acc: 0.903 OSCR : 67.752 AUROC_max_val (%): 79.362 AUROC_real (%): 71.703

Epoch 57/600
235/235 - 6s - loss: 1.5127 - accuracy: 0.8487 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1942552328109741
	accuracy: 0.8962500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.750 72.776 67.263 71.529 71.115
	Acc: 0.896 OSCR : 60.362 AUROC_max_val (%): 72.776 AUROC_real (%): 64.112

Epoch 58/600
235/235 - 6s - loss: 1.5363 - accuracy: 0.8462 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3132036924362183
	accuracy: 0.8830000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.725 73.036 67.588 73.137 70.081
	Acc: 0.883 OSCR : 60.081 AUROC_max_val (%): 73.036 AUROC_real (%): 64.201

Epoch 59/600
235/235 - 6s - loss: 1.5096 - accuracy: 0.8489 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1743370294570923
	accuracy: 0.8939999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.950 74.599 69.200 73.171 72.641
	Acc: 0.894 OSCR : 64.171 AUROC_max_val (%): 74.599 AUROC_real (%): 68.131

Epoch 60/600
235/235 - 6s - loss: 1.5026 - accuracy: 0.8488 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.267868995666504
	accuracy: 0.8830000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.175 74.644 68.050 76.219 71.186
	Acc: 0.883 OSCR : 61.194 AUROC_max_val (%): 74.644 AUROC_real (%): 65.607

Epoch 61/600
235/235 - 6s - loss: 1.4866 - accuracy: 0.8529 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0179606676101685
	accuracy: 0.8974999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.025 80.789 73.913 82.665 76.927
	Acc: 0.897 OSCR : 70.424 AUROC_max_val (%): 80.789 AUROC_real (%): 74.516

Epoch 62/600
235/235 - 6s - loss: 1.4914 - accuracy: 0.8513 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0163103342056274
	accuracy: 0.9085000157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 78.456 71.688 78.030 76.800
	Acc: 0.908 OSCR : 67.821 AUROC_max_val (%): 78.456 AUROC_real (%): 71.385

Epoch 63/600
235/235 - 6s - loss: 1.4655 - accuracy: 0.8540 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8069520592689514
	accuracy: 0.9297500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.875 83.213 75.662 84.651 80.170
	Acc: 0.930 OSCR : 69.941 AUROC_max_val (%): 83.213 AUROC_real (%): 72.789

Epoch 64/600
235/235 - 6s - loss: 1.4496 - accuracy: 0.8535 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8171893358230591
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 80.768 74.250 81.237 78.176
	Acc: 0.922 OSCR : 70.136 AUROC_max_val (%): 80.768 AUROC_real (%): 73.017

Epoch 65/600
235/235 - 6s - loss: 1.4640 - accuracy: 0.8533 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0043766498565674
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.625 78.791 72.263 80.162 74.987
	Acc: 0.908 OSCR : 66.354 AUROC_max_val (%): 78.791 AUROC_real (%): 69.583

Epoch 66/600
235/235 - 6s - loss: 1.4326 - accuracy: 0.8571 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1670939922332764
	accuracy: 0.9197499752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.150 77.495 71.500 76.176 75.270
	Acc: 0.920 OSCR : 64.444 AUROC_max_val (%): 77.495 AUROC_real (%): 67.647

Epoch 67/600
235/235 - 6s - loss: 1.4349 - accuracy: 0.8559 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2181103229522705
	accuracy: 0.8927500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.500 74.662 68.950 74.076 72.836
	Acc: 0.893 OSCR : 62.755 AUROC_max_val (%): 74.662 AUROC_real (%): 67.013

Epoch 68/600
235/235 - 6s - loss: 1.4225 - accuracy: 0.8550 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9839911460876465
	accuracy: 0.9152500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.175 76.136 70.425 76.008 73.327
	Acc: 0.915 OSCR : 67.456 AUROC_max_val (%): 76.136 AUROC_real (%): 70.564

Epoch 69/600
235/235 - 6s - loss: 1.3972 - accuracy: 0.8606 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8192705512046814
	accuracy: 0.9262499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 80.353 72.913 81.077 78.709
	Acc: 0.926 OSCR : 67.685 AUROC_max_val (%): 80.353 AUROC_real (%): 70.718

Epoch 70/600
235/235 - 6s - loss: 1.4058 - accuracy: 0.8601 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0163209438323975
	accuracy: 0.9110000133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.825 76.261 70.738 75.189 74.177
	Acc: 0.911 OSCR : 66.620 AUROC_max_val (%): 76.261 AUROC_real (%): 69.902

Epoch 71/600
235/235 - 6s - loss: 1.4051 - accuracy: 0.8578 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9183293581008911
	accuracy: 0.9102500081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.300 78.270 71.825 78.573 75.197
	Acc: 0.910 OSCR : 69.255 AUROC_max_val (%): 78.270 AUROC_real (%): 72.642

Epoch 72/600
235/235 - 6s - loss: 1.3802 - accuracy: 0.8616 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.223124623298645
	accuracy: 0.9027500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.275 80.342 73.112 80.920 78.234
	Acc: 0.903 OSCR : 65.015 AUROC_max_val (%): 80.342 AUROC_real (%): 69.388

Epoch 73/600
235/235 - 6s - loss: 1.3922 - accuracy: 0.8616 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9153797626495361
	accuracy: 0.9207500219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.875 78.549 71.737 79.181 75.671
	Acc: 0.921 OSCR : 65.247 AUROC_max_val (%): 78.549 AUROC_real (%): 68.122

Epoch 74/600
235/235 - 6s - loss: 1.3542 - accuracy: 0.8644 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9931917190551758
	accuracy: 0.9192500114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.400 78.396 71.500 77.865 76.650
	Acc: 0.919 OSCR : 65.302 AUROC_max_val (%): 78.396 AUROC_real (%): 68.364

Epoch 75/600
235/235 - 6s - loss: 1.3445 - accuracy: 0.8652 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2855048179626465
	accuracy: 0.9087499976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.225 76.747 70.075 77.699 74.456
	Acc: 0.909 OSCR : 59.810 AUROC_max_val (%): 76.747 AUROC_real (%): 63.299

Epoch 76/600
235/235 - 6s - loss: 1.3466 - accuracy: 0.8641 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8499427437782288
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.300 80.107 73.263 80.585 78.099
	Acc: 0.922 OSCR : 71.532 AUROC_max_val (%): 80.107 AUROC_real (%): 74.790

Epoch 77/600
235/235 - 6s - loss: 1.3425 - accuracy: 0.8661 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8089087009429932
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.475 81.011 73.825 81.091 79.293
	Acc: 0.930 OSCR : 68.382 AUROC_max_val (%): 81.011 AUROC_real (%): 71.181

Epoch 78/600
235/235 - 6s - loss: 1.3366 - accuracy: 0.8651 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.772442638874054
	accuracy: 0.9334999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.050 79.312 72.775 78.772 77.768
	Acc: 0.933 OSCR : 69.575 AUROC_max_val (%): 79.312 AUROC_real (%): 72.137

Epoch 79/600
235/235 - 6s - loss: 1.3211 - accuracy: 0.8669 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.785887598991394
	accuracy: 0.9282500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.100 82.115 75.175 83.418 78.616
	Acc: 0.928 OSCR : 71.651 AUROC_max_val (%): 82.115 AUROC_real (%): 74.442

Epoch 80/600
235/235 - 6s - loss: 1.3114 - accuracy: 0.8695 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1161497831344604
	accuracy: 0.9049999713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.725 75.568 69.800 73.437 75.067
	Acc: 0.905 OSCR : 64.452 AUROC_max_val (%): 75.568 AUROC_real (%): 68.362

Epoch 81/600
235/235 - 6s - loss: 1.2950 - accuracy: 0.8704 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8359594345092773
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.200 78.799 72.450 78.230 77.139
	Acc: 0.926 OSCR : 65.752 AUROC_max_val (%): 78.799 AUROC_real (%): 68.570

Epoch 82/600
235/235 - 6s - loss: 1.2960 - accuracy: 0.8681 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7758915424346924
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.775 83.296 76.163 84.890 80.247
	Acc: 0.938 OSCR : 69.730 AUROC_max_val (%): 83.296 AUROC_real (%): 72.178

Epoch 83/600
235/235 - 6s - loss: 1.2838 - accuracy: 0.8699 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8590644001960754
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.675 78.798 72.562 76.852 77.624
	Acc: 0.932 OSCR : 68.428 AUROC_max_val (%): 78.798 AUROC_real (%): 71.173

Epoch 84/600
235/235 - 6s - loss: 1.2897 - accuracy: 0.8705 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9315791130065918
	accuracy: 0.9225000143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 77.051 71.475 74.537 76.028
	Acc: 0.922 OSCR : 67.053 AUROC_max_val (%): 77.051 AUROC_real (%): 70.126

Epoch 85/600
235/235 - 6s - loss: 1.2796 - accuracy: 0.8714 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7899641990661621
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.650 80.552 73.700 79.770 78.461
	Acc: 0.931 OSCR : 68.061 AUROC_max_val (%): 80.552 AUROC_real (%): 70.643

Epoch 86/600
235/235 - 6s - loss: 1.2645 - accuracy: 0.8719 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7196328043937683
	accuracy: 0.9302499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.450 82.494 75.575 83.741 79.166
	Acc: 0.930 OSCR : 73.659 AUROC_max_val (%): 82.494 AUROC_real (%): 76.253

Epoch 87/600
235/235 - 6s - loss: 1.2544 - accuracy: 0.8732 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8801055550575256
	accuracy: 0.9244999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.450 82.371 75.213 83.763 79.875
	Acc: 0.924 OSCR : 69.510 AUROC_max_val (%): 82.371 AUROC_real (%): 72.609

Epoch 88/600
235/235 - 6s - loss: 1.2524 - accuracy: 0.8734 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.766223669052124
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.725 82.757 75.575 83.422 79.821
	Acc: 0.929 OSCR : 72.451 AUROC_max_val (%): 82.757 AUROC_real (%): 75.327

Epoch 89/600
235/235 - 6s - loss: 1.2456 - accuracy: 0.8747 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8931388258934021
	accuracy: 0.9117500185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.025 78.663 71.850 79.815 75.620
	Acc: 0.912 OSCR : 69.116 AUROC_max_val (%): 78.663 AUROC_real (%): 72.433

Epoch 90/600
235/235 - 6s - loss: 1.2433 - accuracy: 0.8751 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8413269519805908
	accuracy: 0.9257500171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 80.301 73.750 79.893 78.069
	Acc: 0.926 OSCR : 68.360 AUROC_max_val (%): 80.301 AUROC_real (%): 71.132

Epoch 91/600
235/235 - 6s - loss: 1.2275 - accuracy: 0.8766 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7919749021530151
	accuracy: 0.9327499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.250 81.613 74.737 81.466 79.357
	Acc: 0.933 OSCR : 68.943 AUROC_max_val (%): 81.613 AUROC_real (%): 71.599

Epoch 92/600
235/235 - 6s - loss: 1.2242 - accuracy: 0.8767 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7935278415679932
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.775 80.592 73.825 79.542 78.624
	Acc: 0.935 OSCR : 68.669 AUROC_max_val (%): 80.592 AUROC_real (%): 71.170

Epoch 93/600
235/235 - 6s - loss: 1.2029 - accuracy: 0.8778 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7070939540863037
	accuracy: 0.9325000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.550 83.019 75.588 83.449 81.114
	Acc: 0.932 OSCR : 72.023 AUROC_max_val (%): 83.019 AUROC_real (%): 74.749

Epoch 94/600
235/235 - 6s - loss: 1.2221 - accuracy: 0.8772 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8734732866287231
	accuracy: 0.918749988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.650 78.358 72.000 78.223 76.203
	Acc: 0.919 OSCR : 68.744 AUROC_max_val (%): 78.358 AUROC_real (%): 71.878

Epoch 95/600
235/235 - 6s - loss: 1.1923 - accuracy: 0.8796 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6345897316932678
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.450 83.988 76.650 84.632 81.906
	Acc: 0.943 OSCR : 72.942 AUROC_max_val (%): 83.988 AUROC_real (%): 75.219

Epoch 96/600
235/235 - 6s - loss: 1.1965 - accuracy: 0.8787 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6861509084701538
	accuracy: 0.9387500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.375 82.980 75.637 82.919 81.354
	Acc: 0.939 OSCR : 73.610 AUROC_max_val (%): 82.980 AUROC_real (%): 76.143

Epoch 97/600
235/235 - 6s - loss: 1.1778 - accuracy: 0.8814 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7031118869781494
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.925 81.147 74.037 81.182 78.841
	Acc: 0.933 OSCR : 71.256 AUROC_max_val (%): 81.147 AUROC_real (%): 73.756

Epoch 98/600
235/235 - 6s - loss: 1.1676 - accuracy: 0.8824 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6953274011611938
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.275 81.699 74.575 81.454 79.324
	Acc: 0.941 OSCR : 69.877 AUROC_max_val (%): 81.699 AUROC_real (%): 72.215

Epoch 99/600
235/235 - 6s - loss: 1.1604 - accuracy: 0.8834 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8328679203987122
	accuracy: 0.9254999756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.275 82.355 75.600 83.265 79.365
	Acc: 0.925 OSCR : 68.617 AUROC_max_val (%): 82.355 AUROC_real (%): 71.470

Epoch 100/600
235/235 - 6s - loss: 1.1617 - accuracy: 0.8824 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7469496726989746
	accuracy: 0.9302499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 81.493 74.763 81.858 79.136
	Acc: 0.930 OSCR : 72.735 AUROC_max_val (%): 81.493 AUROC_real (%): 75.639

Epoch 101/600
235/235 - 6s - loss: 1.1541 - accuracy: 0.8838 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9290642142295837
	accuracy: 0.9204999804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.200 77.658 71.413 77.401 75.338
	Acc: 0.920 OSCR : 67.733 AUROC_max_val (%): 77.658 AUROC_real (%): 70.895

Epoch 102/600
235/235 - 6s - loss: 1.1344 - accuracy: 0.8843 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7703777551651001
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.175 78.469 72.338 78.177 76.013
	Acc: 0.937 OSCR : 69.487 AUROC_max_val (%): 78.469 AUROC_real (%): 71.739

Epoch 103/600
235/235 - 6s - loss: 1.1532 - accuracy: 0.8835 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7062463760375977
	accuracy: 0.9384999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.000 83.084 75.913 83.193 81.097
	Acc: 0.939 OSCR : 69.012 AUROC_max_val (%): 83.084 AUROC_real (%): 71.388

Epoch 104/600
235/235 - 6s - loss: 1.1378 - accuracy: 0.8849 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6443414688110352
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.250 82.411 75.288 82.332 80.527
	Acc: 0.944 OSCR : 72.558 AUROC_max_val (%): 82.411 AUROC_real (%): 74.773

Epoch 105/600
235/235 - 6s - loss: 1.1410 - accuracy: 0.8826 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8199971318244934
	accuracy: 0.9387500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.725 79.405 73.225 77.851 77.817
	Acc: 0.939 OSCR : 67.056 AUROC_max_val (%): 79.405 AUROC_real (%): 69.461

Epoch 106/600
235/235 - 6s - loss: 1.1369 - accuracy: 0.8843 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7866610884666443
	accuracy: 0.9307500123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 80.509 74.012 79.365 79.048
	Acc: 0.931 OSCR : 70.223 AUROC_max_val (%): 80.509 AUROC_real (%): 73.036

Epoch 107/600
235/235 - 6s - loss: 1.1384 - accuracy: 0.8862 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6258112788200378
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 80.188 73.850 78.587 78.578
	Acc: 0.945 OSCR : 71.575 AUROC_max_val (%): 80.188 AUROC_real (%): 73.756

Epoch 108/600
235/235 - 6s - loss: 1.1033 - accuracy: 0.8896 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6205894351005554
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.325 83.953 76.788 83.818 82.313
	Acc: 0.943 OSCR : 74.575 AUROC_max_val (%): 83.953 AUROC_real (%): 76.907

Epoch 109/600
235/235 - 6s - loss: 1.1188 - accuracy: 0.8889 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6871059536933899
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.775 81.803 74.800 80.883 80.450
	Acc: 0.940 OSCR : 69.762 AUROC_max_val (%): 81.803 AUROC_real (%): 72.164

Epoch 110/600
235/235 - 6s - loss: 1.1155 - accuracy: 0.8881 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6635749936103821
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.025 83.092 76.138 82.531 81.632
	Acc: 0.945 OSCR : 70.293 AUROC_max_val (%): 83.092 AUROC_real (%): 72.476

Epoch 111/600
235/235 - 6s - loss: 1.0943 - accuracy: 0.8892 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6452612280845642
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.425 82.670 75.650 82.504 80.372
	Acc: 0.947 OSCR : 70.358 AUROC_max_val (%): 82.670 AUROC_real (%): 72.464

Epoch 112/600
235/235 - 6s - loss: 1.0836 - accuracy: 0.8897 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.655349612236023
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.650 82.451 75.138 82.190 80.499
	Acc: 0.940 OSCR : 72.304 AUROC_max_val (%): 82.451 AUROC_real (%): 74.806

Epoch 113/600
235/235 - 6s - loss: 1.0677 - accuracy: 0.8918 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.65827876329422
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.425 83.643 76.375 83.916 81.707
	Acc: 0.940 OSCR : 70.621 AUROC_max_val (%): 83.643 AUROC_real (%): 72.954

Epoch 114/600
235/235 - 6s - loss: 1.0842 - accuracy: 0.8913 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8234115242958069
	accuracy: 0.9312499761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.375 80.154 73.338 79.198 78.710
	Acc: 0.931 OSCR : 69.567 AUROC_max_val (%): 80.154 AUROC_real (%): 72.396

Epoch 115/600
235/235 - 6s - loss: 1.0542 - accuracy: 0.8933 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.584153950214386
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.150 83.109 76.087 81.979 81.969
	Acc: 0.947 OSCR : 73.638 AUROC_max_val (%): 83.109 AUROC_real (%): 75.709

Epoch 116/600
235/235 - 6s - loss: 1.0463 - accuracy: 0.8932 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7477692365646362
	accuracy: 0.9334999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.875 80.608 73.737 79.179 79.435
	Acc: 0.933 OSCR : 69.360 AUROC_max_val (%): 80.608 AUROC_real (%): 72.073

Epoch 117/600
235/235 - 6s - loss: 1.0370 - accuracy: 0.8970 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6814463138580322
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.125 81.177 74.188 81.236 78.960
	Acc: 0.939 OSCR : 70.973 AUROC_max_val (%): 81.177 AUROC_real (%): 73.305

Epoch 118/600
235/235 - 6s - loss: 1.0640 - accuracy: 0.8930 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7857416272163391
	accuracy: 0.9304999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.875 79.949 73.550 79.175 78.088
	Acc: 0.930 OSCR : 69.928 AUROC_max_val (%): 79.949 AUROC_real (%): 72.791

Epoch 119/600
235/235 - 6s - loss: 1.0541 - accuracy: 0.8949 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7729544639587402
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 80.502 73.850 78.908 79.467
	Acc: 0.936 OSCR : 71.061 AUROC_max_val (%): 80.502 AUROC_real (%): 73.806

Epoch 120/600
235/235 - 6s - loss: 1.0494 - accuracy: 0.8945 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.67765212059021
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.625 80.382 73.675 78.847 79.588
	Acc: 0.941 OSCR : 72.219 AUROC_max_val (%): 80.382 AUROC_real (%): 74.645

Epoch 121/600
235/235 - 6s - loss: 1.0457 - accuracy: 0.8938 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6866297721862793
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.775 81.728 75.175 81.270 80.269
	Acc: 0.935 OSCR : 71.897 AUROC_max_val (%): 81.728 AUROC_real (%): 74.392

Epoch 122/600
235/235 - 6s - loss: 1.0279 - accuracy: 0.8964 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6031649112701416
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.325 81.736 75.250 80.490 80.391
	Acc: 0.945 OSCR : 72.212 AUROC_max_val (%): 81.736 AUROC_real (%): 74.321

Epoch 123/600
235/235 - 6s - loss: 1.0383 - accuracy: 0.8963 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7418268918991089
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.725 82.204 75.525 81.531 80.976
	Acc: 0.942 OSCR : 68.236 AUROC_max_val (%): 82.204 AUROC_real (%): 70.556

Epoch 124/600
235/235 - 6s - loss: 1.0140 - accuracy: 0.8973 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6733867526054382
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 82.316 75.425 80.570 81.313
	Acc: 0.942 OSCR : 72.273 AUROC_max_val (%): 82.316 AUROC_real (%): 74.716

Epoch 125/600
235/235 - 6s - loss: 1.0079 - accuracy: 0.8983 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6358760595321655
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.650 82.739 75.788 81.064 81.736
	Acc: 0.951 OSCR : 71.314 AUROC_max_val (%): 82.739 AUROC_real (%): 73.347

Epoch 126/600
235/235 - 6s - loss: 1.0203 - accuracy: 0.8976 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6535367369651794
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.075 82.057 75.325 81.441 80.430
	Acc: 0.943 OSCR : 72.538 AUROC_max_val (%): 82.057 AUROC_real (%): 74.869

Epoch 127/600
235/235 - 6s - loss: 1.0083 - accuracy: 0.8986 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5938948392868042
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.125 82.348 75.575 81.766 80.914
	Acc: 0.944 OSCR : 72.671 AUROC_max_val (%): 82.348 AUROC_real (%): 74.779

Epoch 128/600
235/235 - 6s - loss: 1.0016 - accuracy: 0.8990 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6708142161369324
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.125 82.814 75.700 82.694 80.753
	Acc: 0.940 OSCR : 73.226 AUROC_max_val (%): 82.814 AUROC_real (%): 75.698

Epoch 129/600
235/235 - 6s - loss: 0.9977 - accuracy: 0.9003 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6620104312896729
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.275 81.885 75.350 80.938 80.065
	Acc: 0.944 OSCR : 70.383 AUROC_max_val (%): 81.885 AUROC_real (%): 72.630

Epoch 130/600
235/235 - 6s - loss: 0.9937 - accuracy: 0.9004 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6568063497543335
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 80.826 74.487 78.818 80.005
	Acc: 0.941 OSCR : 72.651 AUROC_max_val (%): 80.826 AUROC_real (%): 75.002

Epoch 131/600
235/235 - 6s - loss: 0.9766 - accuracy: 0.9003 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6462244391441345
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 83.655 76.237 83.847 81.959
	Acc: 0.946 OSCR : 70.702 AUROC_max_val (%): 83.655 AUROC_real (%): 72.846

Epoch 132/600
235/235 - 6s - loss: 0.9614 - accuracy: 0.9038 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5352367758750916
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.625 84.057 77.025 84.066 82.236
	Acc: 0.953 OSCR : 74.718 AUROC_max_val (%): 84.057 AUROC_real (%): 76.586

Epoch 133/600
235/235 - 6s - loss: 0.9545 - accuracy: 0.9036 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6338287591934204
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 81.580 75.250 80.296 80.079
	Acc: 0.947 OSCR : 70.217 AUROC_max_val (%): 81.580 AUROC_real (%): 72.288

Epoch 134/600
235/235 - 6s - loss: 0.9650 - accuracy: 0.9029 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.618032693862915
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.550 84.476 77.025 84.431 82.966
	Acc: 0.951 OSCR : 72.446 AUROC_max_val (%): 84.476 AUROC_real (%): 74.687

Epoch 135/600
235/235 - 6s - loss: 0.9537 - accuracy: 0.9026 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.559398353099823
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 83.744 76.888 83.421 81.945
	Acc: 0.947 OSCR : 75.241 AUROC_max_val (%): 83.744 AUROC_real (%): 77.342

Epoch 136/600
235/235 - 6s - loss: 0.9646 - accuracy: 0.9037 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5692542791366577
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.250 83.776 76.850 83.327 82.412
	Acc: 0.950 OSCR : 73.909 AUROC_max_val (%): 83.776 AUROC_real (%): 75.960

Epoch 137/600
235/235 - 6s - loss: 0.9542 - accuracy: 0.9045 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5632852911949158
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 83.413 76.438 82.255 82.341
	Acc: 0.949 OSCR : 73.485 AUROC_max_val (%): 83.413 AUROC_real (%): 75.510

Epoch 138/600
235/235 - 6s - loss: 0.9473 - accuracy: 0.9039 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5710797905921936
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.625 83.217 76.288 82.637 81.664
	Acc: 0.949 OSCR : 72.839 AUROC_max_val (%): 83.217 AUROC_real (%): 74.870

Epoch 139/600
235/235 - 6s - loss: 0.9432 - accuracy: 0.9054 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5714002847671509
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.950 83.785 76.787 83.567 82.426
	Acc: 0.953 OSCR : 72.773 AUROC_max_val (%): 83.785 AUROC_real (%): 74.709

Epoch 140/600
235/235 - 6s - loss: 0.9351 - accuracy: 0.9047 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5396011471748352
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 82.888 76.050 81.342 81.874
	Acc: 0.957 OSCR : 73.297 AUROC_max_val (%): 82.888 AUROC_real (%): 75.136

Epoch 141/600
235/235 - 6s - loss: 0.9101 - accuracy: 0.9081 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5276539325714111
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.000 83.978 77.162 83.096 82.630
	Acc: 0.953 OSCR : 72.584 AUROC_max_val (%): 83.978 AUROC_real (%): 74.424

Epoch 142/600
235/235 - 6s - loss: 0.9196 - accuracy: 0.9062 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5423684120178223
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.825 85.037 78.100 84.898 83.274
	Acc: 0.951 OSCR : 74.347 AUROC_max_val (%): 85.037 AUROC_real (%): 76.285

Epoch 143/600
235/235 - 6s - loss: 0.9330 - accuracy: 0.9058 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5814951062202454
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.375 85.045 77.425 85.929 82.952
	Acc: 0.949 OSCR : 73.849 AUROC_max_val (%): 85.045 AUROC_real (%): 75.867

Epoch 144/600
235/235 - 6s - loss: 0.9124 - accuracy: 0.9062 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49431872367858887
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.875 83.894 76.875 83.429 82.645
	Acc: 0.953 OSCR : 75.610 AUROC_max_val (%): 83.894 AUROC_real (%): 77.476

Epoch 145/600
235/235 - 6s - loss: 0.9216 - accuracy: 0.9057 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5494018197059631
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.450 82.891 75.863 81.755 82.031
	Acc: 0.950 OSCR : 72.397 AUROC_max_val (%): 82.891 AUROC_real (%): 74.341

Epoch 146/600
235/235 - 6s - loss: 0.9049 - accuracy: 0.9064 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5155887007713318
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 82.586 75.950 81.607 81.586
	Acc: 0.955 OSCR : 73.386 AUROC_max_val (%): 82.586 AUROC_real (%): 75.122

Epoch 147/600
235/235 - 6s - loss: 0.9023 - accuracy: 0.9080 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5232111811637878
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.425 83.580 76.838 82.478 82.310
	Acc: 0.955 OSCR : 73.602 AUROC_max_val (%): 83.580 AUROC_real (%): 75.386

Epoch 148/600
235/235 - 6s - loss: 0.9044 - accuracy: 0.9095 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5035290122032166
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.700 84.692 77.400 83.880 83.602
	Acc: 0.957 OSCR : 72.974 AUROC_max_val (%): 84.692 AUROC_real (%): 74.685

Epoch 149/600
235/235 - 6s - loss: 0.8943 - accuracy: 0.9096 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5094698071479797
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.525 85.326 77.963 85.754 83.547
	Acc: 0.954 OSCR : 75.604 AUROC_max_val (%): 85.326 AUROC_real (%): 77.495

Epoch 150/600
235/235 - 6s - loss: 0.8940 - accuracy: 0.9099 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5325832962989807
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.175 83.285 76.425 82.736 81.996
	Acc: 0.954 OSCR : 72.774 AUROC_max_val (%): 83.285 AUROC_real (%): 74.571

Epoch 151/600
235/235 - 6s - loss: 0.8934 - accuracy: 0.9107 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5271725654602051
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 84.826 77.688 84.618 83.546
	Acc: 0.956 OSCR : 72.565 AUROC_max_val (%): 84.826 AUROC_real (%): 74.310

Epoch 152/600
235/235 - 6s - loss: 0.8874 - accuracy: 0.9099 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5553621649742126
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.175 83.923 76.875 83.199 82.556
	Acc: 0.957 OSCR : 72.188 AUROC_max_val (%): 83.923 AUROC_real (%): 74.000

Epoch 153/600
235/235 - 6s - loss: 0.8660 - accuracy: 0.9121 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5589708089828491
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.325 84.498 77.375 84.673 82.674
	Acc: 0.949 OSCR : 73.581 AUROC_max_val (%): 84.498 AUROC_real (%): 75.561

Epoch 154/600
235/235 - 6s - loss: 0.8828 - accuracy: 0.9110 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5775586366653442
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 83.356 76.200 82.885 81.911
	Acc: 0.948 OSCR : 72.655 AUROC_max_val (%): 83.356 AUROC_real (%): 74.717

Epoch 155/600
235/235 - 6s - loss: 0.8457 - accuracy: 0.9150 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5362600684165955
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.250 84.010 77.188 83.068 82.664
	Acc: 0.954 OSCR : 72.751 AUROC_max_val (%): 84.010 AUROC_real (%): 74.544

Epoch 156/600
235/235 - 6s - loss: 0.8640 - accuracy: 0.9140 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49798932671546936
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.525 83.895 76.700 83.368 82.351
	Acc: 0.956 OSCR : 75.325 AUROC_max_val (%): 83.895 AUROC_real (%): 77.089

Epoch 157/600
235/235 - 6s - loss: 0.8665 - accuracy: 0.9123 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5262960195541382
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 85.681 78.438 85.557 84.332
	Acc: 0.955 OSCR : 74.356 AUROC_max_val (%): 85.681 AUROC_real (%): 76.204

Epoch 158/600
235/235 - 6s - loss: 0.8707 - accuracy: 0.9120 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5241069793701172
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 84.043 76.913 83.127 82.898
	Acc: 0.953 OSCR : 73.285 AUROC_max_val (%): 84.043 AUROC_real (%): 75.107

Epoch 159/600
235/235 - 6s - loss: 0.8656 - accuracy: 0.9128 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4671114981174469
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.375 85.452 78.275 85.425 83.904
	Acc: 0.959 OSCR : 75.187 AUROC_max_val (%): 85.452 AUROC_real (%): 76.843

Epoch 160/600
235/235 - 6s - loss: 0.8479 - accuracy: 0.9144 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5562828779220581
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.825 84.336 77.200 83.895 83.035
	Acc: 0.956 OSCR : 71.865 AUROC_max_val (%): 84.336 AUROC_real (%): 73.663

Epoch 161/600
235/235 - 6s - loss: 0.8501 - accuracy: 0.9138 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5104435682296753
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 84.267 77.438 83.598 83.163
	Acc: 0.954 OSCR : 73.667 AUROC_max_val (%): 84.267 AUROC_real (%): 75.555

Epoch 162/600
235/235 - 6s - loss: 0.8480 - accuracy: 0.9139 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5417870283126831
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.075 82.832 75.750 81.871 81.759
	Acc: 0.954 OSCR : 72.472 AUROC_max_val (%): 82.832 AUROC_real (%): 74.307

Epoch 163/600
235/235 - 6s - loss: 0.8243 - accuracy: 0.9171 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5464911460876465
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.275 83.903 76.487 83.467 82.368
	Acc: 0.952 OSCR : 73.324 AUROC_max_val (%): 83.903 AUROC_real (%): 75.219

Epoch 164/600
235/235 - 6s - loss: 0.8381 - accuracy: 0.9158 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4886873662471771
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.850 85.377 78.113 85.221 83.994
	Acc: 0.955 OSCR : 75.203 AUROC_max_val (%): 85.377 AUROC_real (%): 76.947

Epoch 165/600
235/235 - 6s - loss: 0.8361 - accuracy: 0.9154 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5102776885032654
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 83.702 76.812 82.687 82.434
	Acc: 0.955 OSCR : 74.895 AUROC_max_val (%): 83.702 AUROC_real (%): 76.647

Epoch 166/600
235/235 - 6s - loss: 0.8390 - accuracy: 0.9159 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.506994903087616
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.075 84.891 77.488 84.687 83.498
	Acc: 0.955 OSCR : 74.761 AUROC_max_val (%): 84.891 AUROC_real (%): 76.581

Epoch 167/600
235/235 - 6s - loss: 0.8199 - accuracy: 0.9186 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4966217577457428
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.150 84.288 77.337 83.835 82.979
	Acc: 0.957 OSCR : 74.123 AUROC_max_val (%): 84.288 AUROC_real (%): 75.806

Epoch 168/600
235/235 - 6s - loss: 0.8214 - accuracy: 0.9173 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5039511919021606
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.275 83.825 76.988 83.089 82.644
	Acc: 0.955 OSCR : 75.616 AUROC_max_val (%): 83.825 AUROC_real (%): 77.460

Epoch 169/600
235/235 - 6s - loss: 0.8280 - accuracy: 0.9169 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5146976709365845
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 85.140 78.238 84.550 83.972
	Acc: 0.954 OSCR : 74.173 AUROC_max_val (%): 85.140 AUROC_real (%): 75.956

Epoch 170/600
235/235 - 6s - loss: 0.8373 - accuracy: 0.9154 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5089267492294312
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.950 84.640 77.838 84.444 83.088
	Acc: 0.954 OSCR : 74.852 AUROC_max_val (%): 84.640 AUROC_real (%): 76.706

Epoch 171/600
235/235 - 6s - loss: 0.8132 - accuracy: 0.9178 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5323075652122498
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.925 84.199 77.175 83.831 82.841
	Acc: 0.952 OSCR : 74.365 AUROC_max_val (%): 84.199 AUROC_real (%): 76.140

Epoch 172/600
235/235 - 6s - loss: 0.8085 - accuracy: 0.9189 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4725392460823059
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.150 84.196 77.300 83.626 83.090
	Acc: 0.958 OSCR : 74.472 AUROC_max_val (%): 84.196 AUROC_real (%): 76.146

Epoch 173/600
235/235 - 6s - loss: 0.8252 - accuracy: 0.9150 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49597427248954773
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.750 84.148 76.900 83.224 83.115
	Acc: 0.958 OSCR : 74.253 AUROC_max_val (%): 84.148 AUROC_real (%): 76.003

Epoch 174/600
235/235 - 6s - loss: 0.8125 - accuracy: 0.9175 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.516498863697052
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 84.597 77.812 84.166 83.219
	Acc: 0.957 OSCR : 73.679 AUROC_max_val (%): 84.597 AUROC_real (%): 75.457

Epoch 175/600
235/235 - 6s - loss: 0.7979 - accuracy: 0.9199 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.495456725358963
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 84.816 77.737 84.334 83.517
	Acc: 0.957 OSCR : 73.800 AUROC_max_val (%): 84.816 AUROC_real (%): 75.494

Epoch 176/600
235/235 - 6s - loss: 0.8043 - accuracy: 0.9179 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5042946338653564
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.375 83.791 76.875 82.611 82.894
	Acc: 0.955 OSCR : 74.779 AUROC_max_val (%): 83.791 AUROC_real (%): 76.557

Epoch 177/600
235/235 - 6s - loss: 0.8017 - accuracy: 0.9186 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47468674182891846
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.725 85.208 78.188 84.935 83.825
	Acc: 0.957 OSCR : 74.581 AUROC_max_val (%): 85.208 AUROC_real (%): 76.251

Epoch 178/600
235/235 - 6s - loss: 0.7737 - accuracy: 0.9217 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4829900860786438
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.225 85.291 77.987 85.063 84.011
	Acc: 0.958 OSCR : 75.430 AUROC_max_val (%): 85.291 AUROC_real (%): 77.163

Epoch 179/600
235/235 - 6s - loss: 0.8034 - accuracy: 0.9191 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5023565292358398
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.900 83.961 76.875 82.531 83.182
	Acc: 0.956 OSCR : 74.324 AUROC_max_val (%): 83.961 AUROC_real (%): 76.108

Epoch 180/600
235/235 - 6s - loss: 0.8015 - accuracy: 0.9185 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48237958550453186
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.125 84.607 77.500 83.844 83.498
	Acc: 0.957 OSCR : 74.345 AUROC_max_val (%): 84.607 AUROC_real (%): 76.019

Epoch 181/600
235/235 - 6s - loss: 0.8039 - accuracy: 0.9187 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4708040654659271
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.325 84.926 77.938 84.223 83.916
	Acc: 0.959 OSCR : 75.109 AUROC_max_val (%): 84.926 AUROC_real (%): 76.758

Epoch 182/600
235/235 - 6s - loss: 0.7841 - accuracy: 0.9220 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47705408930778503
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.575 84.840 77.825 84.183 83.571
	Acc: 0.958 OSCR : 74.656 AUROC_max_val (%): 84.840 AUROC_real (%): 76.314

Epoch 183/600
235/235 - 6s - loss: 0.7922 - accuracy: 0.9199 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47885939478874207
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 84.542 77.600 83.748 83.309
	Acc: 0.957 OSCR : 74.774 AUROC_max_val (%): 84.542 AUROC_real (%): 76.444

Epoch 184/600
235/235 - 6s - loss: 0.7990 - accuracy: 0.9200 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4843272268772125
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.150 84.329 77.500 82.995 83.392
	Acc: 0.958 OSCR : 74.124 AUROC_max_val (%): 84.329 AUROC_real (%): 75.773

Epoch 185/600
235/235 - 6s - loss: 0.7934 - accuracy: 0.9209 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47325411438941956
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.125 84.868 77.838 84.106 83.756
	Acc: 0.959 OSCR : 75.186 AUROC_max_val (%): 84.868 AUROC_real (%): 76.895

Epoch 186/600
235/235 - 6s - loss: 0.7836 - accuracy: 0.9206 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47257402539253235
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.025 84.473 77.525 83.583 83.348
	Acc: 0.959 OSCR : 74.704 AUROC_max_val (%): 84.473 AUROC_real (%): 76.324

Epoch 187/600
235/235 - 6s - loss: 0.8025 - accuracy: 0.9181 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46643856167793274
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.775 84.755 77.762 83.986 83.533
	Acc: 0.958 OSCR : 75.135 AUROC_max_val (%): 84.755 AUROC_real (%): 76.778

Epoch 188/600
235/235 - 6s - loss: 0.7718 - accuracy: 0.9218 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47754040360450745
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 84.412 77.425 83.476 83.262
	Acc: 0.959 OSCR : 74.638 AUROC_max_val (%): 84.412 AUROC_real (%): 76.275

Epoch 189/600
235/235 - 6s - loss: 0.7906 - accuracy: 0.9199 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4714528024196625
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.900 84.650 77.662 83.839 83.526
	Acc: 0.959 OSCR : 74.901 AUROC_max_val (%): 84.650 AUROC_real (%): 76.566

Epoch 190/600
235/235 - 6s - loss: 0.7778 - accuracy: 0.9226 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47487586736679077
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 84.671 77.675 83.765 83.626
	Acc: 0.959 OSCR : 74.870 AUROC_max_val (%): 84.671 AUROC_real (%): 76.527

Epoch 191/600
235/235 - 6s - loss: 0.7790 - accuracy: 0.9216 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4715050160884857
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.000 84.714 77.612 83.888 83.588
	Acc: 0.959 OSCR : 74.771 AUROC_max_val (%): 84.714 AUROC_real (%): 76.391

Epoch 192/600
235/235 - 6s - loss: 0.7791 - accuracy: 0.9216 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47010180354118347
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.775 84.803 77.800 84.096 83.631
	Acc: 0.959 OSCR : 74.912 AUROC_max_val (%): 84.803 AUROC_real (%): 76.547

Epoch 193/600
235/235 - 6s - loss: 0.7658 - accuracy: 0.9222 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4675705134868622
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.625 84.883 77.750 84.199 83.722
	Acc: 0.960 OSCR : 74.952 AUROC_max_val (%): 84.883 AUROC_real (%): 76.567

Epoch 194/600
235/235 - 6s - loss: 0.7909 - accuracy: 0.9194 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4762354791164398
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 84.856 77.775 84.112 83.736
	Acc: 0.959 OSCR : 74.726 AUROC_max_val (%): 84.856 AUROC_real (%): 76.374

Epoch 195/600
235/235 - 6s - loss: 0.7740 - accuracy: 0.9219 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46815669536590576
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.050 84.928 77.775 84.234 83.789
	Acc: 0.958 OSCR : 75.203 AUROC_max_val (%): 84.928 AUROC_real (%): 76.855

Epoch 196/600
235/235 - 6s - loss: 0.7801 - accuracy: 0.9202 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.478707492351532
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.675 84.661 77.688 83.817 83.603
	Acc: 0.959 OSCR : 74.742 AUROC_max_val (%): 84.661 AUROC_real (%): 76.401

Epoch 197/600
235/235 - 6s - loss: 0.7862 - accuracy: 0.9200 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.475068062543869
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 84.700 77.725 83.885 83.631
	Acc: 0.958 OSCR : 74.912 AUROC_max_val (%): 84.700 AUROC_real (%): 76.580

Epoch 198/600
235/235 - 6s - loss: 0.7705 - accuracy: 0.9215 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4643112123012543
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.275 84.824 77.737 84.040 83.733
	Acc: 0.959 OSCR : 75.386 AUROC_max_val (%): 84.824 AUROC_real (%): 77.025

Epoch 199/600
235/235 - 6s - loss: 0.7780 - accuracy: 0.9202 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4743086099624634
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.550 84.752 77.663 83.953 83.672
	Acc: 0.958 OSCR : 74.873 AUROC_max_val (%): 84.752 AUROC_real (%): 76.528

Epoch 200/600
235/235 - 6s - loss: 0.7689 - accuracy: 0.9234 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47469717264175415
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.775 84.791 77.675 84.029 83.662
	Acc: 0.959 OSCR : 74.813 AUROC_max_val (%): 84.791 AUROC_real (%): 76.456

Epoch 201/600
235/235 - 6s - loss: 0.7641 - accuracy: 0.9239 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4720650017261505
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.850 84.760 77.725 83.956 83.670
	Acc: 0.959 OSCR : 74.997 AUROC_max_val (%): 84.760 AUROC_real (%): 76.640

Epoch 202/600
235/235 - 6s - loss: 1.2859 - accuracy: 0.8744 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.527135968208313
	accuracy: 0.9089999794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.375 74.427 68.650 74.907 71.591
	Acc: 0.909 OSCR : 55.473 AUROC_max_val (%): 74.427 AUROC_real (%): 58.900

Epoch 203/600
235/235 - 6s - loss: 1.2813 - accuracy: 0.8739 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8437350392341614
	accuracy: 0.9272500276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.850 83.393 76.375 85.063 80.074
	Acc: 0.927 OSCR : 73.025 AUROC_max_val (%): 83.393 AUROC_real (%): 76.062

Epoch 204/600
235/235 - 6s - loss: 1.2584 - accuracy: 0.8732 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9674268960952759
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.725 77.293 71.200 76.767 75.412
	Acc: 0.914 OSCR : 65.384 AUROC_max_val (%): 77.293 AUROC_real (%): 68.579

Epoch 205/600
235/235 - 6s - loss: 1.2413 - accuracy: 0.8771 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7809925079345703
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.225 79.933 73.188 79.982 77.210
	Acc: 0.931 OSCR : 70.603 AUROC_max_val (%): 79.933 AUROC_real (%): 73.273

Epoch 206/600
235/235 - 6s - loss: 1.2434 - accuracy: 0.8743 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7508724927902222
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.425 80.936 74.388 79.652 79.265
	Acc: 0.931 OSCR : 70.489 AUROC_max_val (%): 80.936 AUROC_real (%): 73.133

Epoch 207/600
235/235 - 6s - loss: 1.2281 - accuracy: 0.8789 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.053589940071106
	accuracy: 0.9039999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.225 71.629 66.862 68.119 70.412
	Acc: 0.904 OSCR : 66.397 AUROC_max_val (%): 71.629 AUROC_real (%): 69.949

Epoch 208/600
235/235 - 6s - loss: 1.2361 - accuracy: 0.8765 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0979087352752686
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.850 80.031 73.538 81.518 77.021
	Acc: 0.912 OSCR : 63.025 AUROC_max_val (%): 80.031 AUROC_real (%): 66.423

Epoch 209/600
235/235 - 6s - loss: 1.2497 - accuracy: 0.8737 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9937319159507751
	accuracy: 0.9147499799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.700 82.285 74.850 83.572 79.875
	Acc: 0.915 OSCR : 69.786 AUROC_max_val (%): 82.285 AUROC_real (%): 73.436

Epoch 210/600
235/235 - 6s - loss: 1.2118 - accuracy: 0.8783 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8723632097244263
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.725 78.794 72.537 77.001 76.562
	Acc: 0.927 OSCR : 68.805 AUROC_max_val (%): 78.794 AUROC_real (%): 71.601

Epoch 211/600
235/235 - 6s - loss: 1.2127 - accuracy: 0.8776 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8348588347434998
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.675 79.476 73.775 78.781 77.275
	Acc: 0.937 OSCR : 63.233 AUROC_max_val (%): 79.476 AUROC_real (%): 65.579

Epoch 212/600
235/235 - 6s - loss: 1.2169 - accuracy: 0.8771 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.242835283279419
	accuracy: 0.8942499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.025 71.529 66.862 69.110 69.541
	Acc: 0.894 OSCR : 62.813 AUROC_max_val (%): 71.529 AUROC_real (%): 66.907

Epoch 213/600
235/235 - 6s - loss: 1.2200 - accuracy: 0.8769 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9427313804626465
	accuracy: 0.9384999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.725 81.511 74.850 80.711 80.030
	Acc: 0.939 OSCR : 68.259 AUROC_max_val (%): 81.511 AUROC_real (%): 70.571

Epoch 214/600
235/235 - 6s - loss: 1.1906 - accuracy: 0.8803 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9000469446182251
	accuracy: 0.9135000109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.425 80.649 73.838 80.563 78.514
	Acc: 0.913 OSCR : 71.866 AUROC_max_val (%): 80.649 AUROC_real (%): 75.411

Epoch 215/600
235/235 - 6s - loss: 1.2058 - accuracy: 0.8811 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6676886081695557
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.450 82.159 75.037 82.644 79.998
	Acc: 0.943 OSCR : 70.286 AUROC_max_val (%): 82.159 AUROC_real (%): 72.398

Epoch 216/600
235/235 - 6s - loss: 1.2025 - accuracy: 0.8790 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8129003643989563
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.550 83.096 75.850 83.432 81.000
	Acc: 0.940 OSCR : 67.227 AUROC_max_val (%): 83.096 AUROC_real (%): 69.607

Epoch 217/600
235/235 - 6s - loss: 1.1886 - accuracy: 0.8807 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8219448328018188
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.925 84.370 76.925 85.285 81.305
	Acc: 0.935 OSCR : 67.199 AUROC_max_val (%): 84.370 AUROC_real (%): 69.680

Epoch 218/600
235/235 - 6s - loss: 1.1908 - accuracy: 0.8810 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9219998121261597
	accuracy: 0.9204999804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.450 80.573 74.525 79.168 78.679
	Acc: 0.920 OSCR : 70.799 AUROC_max_val (%): 80.573 AUROC_real (%): 74.077

Epoch 219/600
235/235 - 6s - loss: 1.1350 - accuracy: 0.8864 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9625781774520874
	accuracy: 0.9157500267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.125 75.987 70.200 75.551 73.468
	Acc: 0.916 OSCR : 68.152 AUROC_max_val (%): 75.987 AUROC_real (%): 71.352

Epoch 220/600
235/235 - 6s - loss: 1.1512 - accuracy: 0.8860 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.14634108543396
	accuracy: 0.9012500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.575 77.650 71.150 77.554 75.628
	Acc: 0.901 OSCR : 66.443 AUROC_max_val (%): 77.650 AUROC_real (%): 70.762

Epoch 221/600
235/235 - 6s - loss: 1.1596 - accuracy: 0.8846 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8837053775787354
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 83.480 76.550 84.465 80.749
	Acc: 0.936 OSCR : 69.976 AUROC_max_val (%): 83.480 AUROC_real (%): 72.727

Epoch 222/600
235/235 - 6s - loss: 1.1618 - accuracy: 0.8823 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7309308648109436
	accuracy: 0.9327499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.675 87.103 79.862 88.335 84.837
	Acc: 0.933 OSCR : 77.532 AUROC_max_val (%): 87.103 AUROC_real (%): 80.426

Epoch 223/600
235/235 - 6s - loss: 1.1472 - accuracy: 0.8843 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8610094785690308
	accuracy: 0.9212499856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 80.418 74.263 79.867 77.599
	Acc: 0.921 OSCR : 72.324 AUROC_max_val (%): 80.418 AUROC_real (%): 75.392

Epoch 224/600
235/235 - 6s - loss: 1.1351 - accuracy: 0.8866 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7789713740348816
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 82.877 75.775 82.689 80.929
	Acc: 0.931 OSCR : 71.290 AUROC_max_val (%): 82.877 AUROC_real (%): 74.023

Epoch 225/600
235/235 - 6s - loss: 1.1490 - accuracy: 0.8848 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7453708648681641
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.975 81.979 75.613 80.974 80.444
	Acc: 0.945 OSCR : 68.974 AUROC_max_val (%): 81.979 AUROC_real (%): 71.229

Epoch 226/600
235/235 - 6s - loss: 1.1373 - accuracy: 0.8864 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1046857833862305
	accuracy: 0.9117500185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.675 73.189 68.612 68.460 72.620
	Acc: 0.912 OSCR : 67.445 AUROC_max_val (%): 73.189 AUROC_real (%): 70.897

Epoch 227/600
235/235 - 6s - loss: 1.1188 - accuracy: 0.8882 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7725141048431396
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.075 81.621 74.300 81.840 79.865
	Acc: 0.931 OSCR : 70.631 AUROC_max_val (%): 81.621 AUROC_real (%): 73.524

Epoch 228/600
235/235 - 6s - loss: 1.1129 - accuracy: 0.8878 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6252289414405823
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.250 84.789 77.475 85.987 81.676
	Acc: 0.944 OSCR : 76.644 AUROC_max_val (%): 84.789 AUROC_real (%): 78.932

Epoch 229/600
235/235 - 6s - loss: 1.0748 - accuracy: 0.8922 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6694234609603882
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.050 86.073 78.825 87.341 83.503
	Acc: 0.938 OSCR : 75.911 AUROC_max_val (%): 86.073 AUROC_real (%): 78.563

Epoch 230/600
235/235 - 6s - loss: 1.1203 - accuracy: 0.8868 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8447580933570862
	accuracy: 0.9257500171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 80.909 74.063 80.625 79.558
	Acc: 0.926 OSCR : 67.931 AUROC_max_val (%): 80.909 AUROC_real (%): 70.725

Epoch 231/600
235/235 - 6s - loss: 1.0982 - accuracy: 0.8897 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8007000684738159
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.850 80.775 73.988 80.452 79.120
	Acc: 0.935 OSCR : 68.567 AUROC_max_val (%): 80.775 AUROC_real (%): 71.207

Epoch 232/600
235/235 - 6s - loss: 1.1108 - accuracy: 0.8889 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0387206077575684
	accuracy: 0.9185000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.525 74.213 69.925 69.779 73.710
	Acc: 0.918 OSCR : 64.789 AUROC_max_val (%): 74.213 AUROC_real (%): 67.822

Epoch 233/600
235/235 - 6s - loss: 1.0742 - accuracy: 0.8922 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7226186990737915
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.950 83.863 76.837 84.049 82.130
	Acc: 0.935 OSCR : 74.431 AUROC_max_val (%): 83.863 AUROC_real (%): 77.254

Epoch 234/600
235/235 - 6s - loss: 1.0891 - accuracy: 0.8918 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8469039797782898
	accuracy: 0.9242500066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 81.116 73.925 81.443 78.870
	Acc: 0.924 OSCR : 68.167 AUROC_max_val (%): 81.116 AUROC_real (%): 71.233

Epoch 235/600
235/235 - 6s - loss: 1.0916 - accuracy: 0.8896 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7726008892059326
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.775 85.549 77.975 86.514 83.378
	Acc: 0.945 OSCR : 69.855 AUROC_max_val (%): 85.549 AUROC_real (%): 72.144

Epoch 236/600
235/235 - 6s - loss: 1.0900 - accuracy: 0.8897 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8055716753005981
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.650 82.217 75.475 81.313 80.172
	Acc: 0.940 OSCR : 68.434 AUROC_max_val (%): 82.217 AUROC_real (%): 70.894

Epoch 237/600
235/235 - 6s - loss: 1.0923 - accuracy: 0.8894 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7235063314437866
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.275 81.914 75.050 81.386 80.018
	Acc: 0.943 OSCR : 68.517 AUROC_max_val (%): 81.914 AUROC_real (%): 70.811

Epoch 238/600
235/235 - 6s - loss: 1.0602 - accuracy: 0.8924 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6535998582839966
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 83.056 76.425 82.913 80.685
	Acc: 0.947 OSCR : 70.391 AUROC_max_val (%): 83.056 AUROC_real (%): 72.439

Epoch 239/600
235/235 - 6s - loss: 1.0691 - accuracy: 0.8928 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.829248309135437
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.925 78.412 72.025 77.345 76.835
	Acc: 0.932 OSCR : 69.117 AUROC_max_val (%): 78.412 AUROC_real (%): 71.847

Epoch 240/600
235/235 - 6s - loss: 1.0604 - accuracy: 0.8946 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9636693000793457
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.550 79.519 73.413 77.813 78.043
	Acc: 0.929 OSCR : 68.979 AUROC_max_val (%): 79.519 AUROC_real (%): 72.099

Epoch 241/600
235/235 - 6s - loss: 1.0465 - accuracy: 0.8948 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7363622784614563
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.250 80.188 74.025 78.420 78.846
	Acc: 0.945 OSCR : 68.189 AUROC_max_val (%): 80.188 AUROC_real (%): 70.475

Epoch 242/600
235/235 - 6s - loss: 1.0629 - accuracy: 0.8934 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6798707246780396
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.975 84.505 77.213 85.634 81.728
	Acc: 0.937 OSCR : 72.605 AUROC_max_val (%): 84.505 AUROC_real (%): 75.102

Epoch 243/600
235/235 - 6s - loss: 1.0547 - accuracy: 0.8952 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7483607530593872
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.850 82.188 75.700 81.675 79.887
	Acc: 0.936 OSCR : 71.140 AUROC_max_val (%): 82.188 AUROC_real (%): 73.582

Epoch 244/600
235/235 - 6s - loss: 1.0323 - accuracy: 0.8960 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6629804968833923
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.275 80.193 73.463 78.705 78.856
	Acc: 0.940 OSCR : 71.018 AUROC_max_val (%): 80.193 AUROC_real (%): 73.291

Epoch 245/600
235/235 - 6s - loss: 1.0405 - accuracy: 0.8947 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9920263886451721
	accuracy: 0.921750009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.750 76.822 71.713 72.971 75.650
	Acc: 0.922 OSCR : 69.024 AUROC_max_val (%): 76.822 AUROC_real (%): 72.105

Epoch 246/600
235/235 - 6s - loss: 1.0514 - accuracy: 0.8930 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6045743823051453
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.850 83.697 77.125 83.946 81.142
	Acc: 0.953 OSCR : 72.252 AUROC_max_val (%): 83.697 AUROC_real (%): 74.121

Epoch 247/600
235/235 - 6s - loss: 1.0322 - accuracy: 0.8973 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7504818439483643
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.425 81.617 74.887 81.881 78.685
	Acc: 0.936 OSCR : 70.757 AUROC_max_val (%): 81.617 AUROC_real (%): 73.244

Epoch 248/600
235/235 - 6s - loss: 1.0234 - accuracy: 0.8972 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.743506669998169
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.825 80.672 74.225 79.027 78.716
	Acc: 0.941 OSCR : 67.923 AUROC_max_val (%): 80.672 AUROC_real (%): 70.057

Epoch 249/600
235/235 - 6s - loss: 1.0115 - accuracy: 0.8988 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8833341598510742
	accuracy: 0.9262499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.900 80.290 73.825 80.815 77.508
	Acc: 0.926 OSCR : 66.995 AUROC_max_val (%): 80.290 AUROC_real (%): 69.984

Epoch 250/600
235/235 - 6s - loss: 1.0412 - accuracy: 0.8961 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6970891356468201
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.075 84.032 76.775 84.223 82.457
	Acc: 0.941 OSCR : 70.956 AUROC_max_val (%): 84.032 AUROC_real (%): 73.381

Epoch 251/600
235/235 - 6s - loss: 1.0116 - accuracy: 0.8984 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9584505558013916
	accuracy: 0.9172499775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.075 72.227 67.750 68.713 70.890
	Acc: 0.917 OSCR : 69.357 AUROC_max_val (%): 72.227 AUROC_real (%): 72.437

Epoch 252/600
235/235 - 6s - loss: 1.0117 - accuracy: 0.8989 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8426895141601562
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 80.123 74.088 77.789 78.794
	Acc: 0.931 OSCR : 69.671 AUROC_max_val (%): 80.123 AUROC_real (%): 72.407

Epoch 253/600
235/235 - 6s - loss: 0.9979 - accuracy: 0.9010 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0635634660720825
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.150 78.139 71.963 76.887 75.905
	Acc: 0.923 OSCR : 63.935 AUROC_max_val (%): 78.139 AUROC_real (%): 66.792

Epoch 254/600
235/235 - 6s - loss: 0.9939 - accuracy: 0.9005 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9134123921394348
	accuracy: 0.9277499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.175 78.066 71.625 76.980 76.153
	Acc: 0.928 OSCR : 68.381 AUROC_max_val (%): 78.066 AUROC_real (%): 71.328

Epoch 255/600
235/235 - 6s - loss: 0.9956 - accuracy: 0.9010 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6620065569877625
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.125 81.687 75.275 80.795 80.223
	Acc: 0.949 OSCR : 68.869 AUROC_max_val (%): 81.687 AUROC_real (%): 70.763

Epoch 256/600
235/235 - 6s - loss: 0.9978 - accuracy: 0.8999 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.657566487789154
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.750 82.753 75.850 82.026 81.755
	Acc: 0.946 OSCR : 70.065 AUROC_max_val (%): 82.753 AUROC_real (%): 72.204

Epoch 257/600
235/235 - 6s - loss: 0.9811 - accuracy: 0.9016 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6495961546897888
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.725 81.262 74.875 80.158 79.109
	Acc: 0.945 OSCR : 74.651 AUROC_max_val (%): 81.262 AUROC_real (%): 76.892

Epoch 258/600
235/235 - 6s - loss: 0.9598 - accuracy: 0.9043 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6875461339950562
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 80.875 74.625 79.179 79.771
	Acc: 0.944 OSCR : 70.377 AUROC_max_val (%): 80.875 AUROC_real (%): 72.407

Epoch 259/600
235/235 - 6s - loss: 0.9618 - accuracy: 0.9034 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7873996496200562
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 81.286 74.812 80.357 79.100
	Acc: 0.944 OSCR : 68.251 AUROC_max_val (%): 81.286 AUROC_real (%): 70.391

Epoch 260/600
235/235 - 6s - loss: 0.9854 - accuracy: 0.9022 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8064382672309875
	accuracy: 0.9275000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.050 78.266 72.163 77.052 76.101
	Acc: 0.927 OSCR : 68.053 AUROC_max_val (%): 78.266 AUROC_real (%): 70.693

Epoch 261/600
235/235 - 6s - loss: 0.9837 - accuracy: 0.9005 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7390207052230835
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.000 83.185 76.113 83.461 80.950
	Acc: 0.940 OSCR : 69.407 AUROC_max_val (%): 83.185 AUROC_real (%): 71.753

Epoch 262/600
235/235 - 6s - loss: 0.9494 - accuracy: 0.9041 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6448603272438049
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.275 84.220 77.113 84.427 82.636
	Acc: 0.943 OSCR : 70.259 AUROC_max_val (%): 84.220 AUROC_real (%): 72.412

Epoch 263/600
235/235 - 6s - loss: 0.9679 - accuracy: 0.9036 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6882132887840271
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.625 83.719 76.963 83.021 81.978
	Acc: 0.945 OSCR : 70.928 AUROC_max_val (%): 83.719 AUROC_real (%): 73.102

Epoch 264/600
235/235 - 6s - loss: 0.9509 - accuracy: 0.9047 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7616260051727295
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.575 81.587 74.963 80.660 80.451
	Acc: 0.936 OSCR : 70.652 AUROC_max_val (%): 81.587 AUROC_real (%): 73.230

Epoch 265/600
235/235 - 6s - loss: 0.9573 - accuracy: 0.9025 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6599582433700562
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 83.066 76.638 80.764 82.540
	Acc: 0.946 OSCR : 73.536 AUROC_max_val (%): 83.066 AUROC_real (%): 75.829

Epoch 266/600
235/235 - 6s - loss: 0.9595 - accuracy: 0.9032 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.696742832660675
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.700 81.480 74.900 80.080 79.688
	Acc: 0.941 OSCR : 72.229 AUROC_max_val (%): 81.480 AUROC_real (%): 74.542

Epoch 267/600
235/235 - 6s - loss: 0.9582 - accuracy: 0.9047 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5695592164993286
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.275 84.423 77.800 83.874 83.023
	Acc: 0.952 OSCR : 72.237 AUROC_max_val (%): 84.423 AUROC_real (%): 74.113

Epoch 268/600
235/235 - 6s - loss: 0.9467 - accuracy: 0.9050 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7544558048248291
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.875 82.826 76.213 81.328 82.233
	Acc: 0.943 OSCR : 68.323 AUROC_max_val (%): 82.826 AUROC_real (%): 70.614

Epoch 269/600
235/235 - 6s - loss: 0.9368 - accuracy: 0.9062 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7892719507217407
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.300 82.614 75.388 82.279 81.365
	Acc: 0.944 OSCR : 68.325 AUROC_max_val (%): 82.614 AUROC_real (%): 70.643

Epoch 270/600
235/235 - 6s - loss: 0.9308 - accuracy: 0.9074 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5524070262908936
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.975 81.788 75.475 79.937 81.131
	Acc: 0.957 OSCR : 72.456 AUROC_max_val (%): 81.788 AUROC_real (%): 74.192

Epoch 271/600
235/235 - 6s - loss: 0.9243 - accuracy: 0.9070 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5905076861381531
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 84.526 77.263 84.813 82.738
	Acc: 0.952 OSCR : 73.808 AUROC_max_val (%): 84.526 AUROC_real (%): 75.904

Epoch 272/600
235/235 - 6s - loss: 0.9258 - accuracy: 0.9066 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6196767091751099
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.750 83.594 75.525 84.247 81.803
	Acc: 0.942 OSCR : 74.081 AUROC_max_val (%): 83.594 AUROC_real (%): 76.417

Epoch 273/600
235/235 - 6s - loss: 0.9311 - accuracy: 0.9057 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.620771586894989
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.475 81.357 74.675 80.579 79.612
	Acc: 0.947 OSCR : 73.705 AUROC_max_val (%): 81.357 AUROC_real (%): 75.689

Epoch 274/600
235/235 - 6s - loss: 0.9281 - accuracy: 0.9063 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7460098266601562
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.750 82.057 75.087 83.124 79.383
	Acc: 0.938 OSCR : 70.001 AUROC_max_val (%): 82.057 AUROC_real (%): 72.568

Epoch 275/600
235/235 - 6s - loss: 0.9078 - accuracy: 0.9088 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7090108394622803
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.300 86.073 78.350 86.814 84.177
	Acc: 0.952 OSCR : 66.858 AUROC_max_val (%): 86.073 AUROC_real (%): 68.852

Epoch 276/600
235/235 - 6s - loss: 0.9220 - accuracy: 0.9074 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5158182382583618
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.975 82.339 75.125 81.940 80.877
	Acc: 0.955 OSCR : 75.143 AUROC_max_val (%): 82.339 AUROC_real (%): 76.780

Epoch 277/600
235/235 - 6s - loss: 0.9015 - accuracy: 0.9108 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5696750283241272
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.650 83.252 76.875 82.519 81.496
	Acc: 0.950 OSCR : 75.467 AUROC_max_val (%): 83.252 AUROC_real (%): 77.552

Epoch 278/600
235/235 - 6s - loss: 0.9069 - accuracy: 0.9087 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5625579953193665
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.350 83.070 76.325 82.310 82.011
	Acc: 0.946 OSCR : 74.765 AUROC_max_val (%): 83.070 AUROC_real (%): 76.904

Epoch 279/600
235/235 - 6s - loss: 0.9019 - accuracy: 0.9092 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6349402070045471
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.450 84.712 77.713 84.509 83.659
	Acc: 0.951 OSCR : 72.356 AUROC_max_val (%): 84.712 AUROC_real (%): 74.383

Epoch 280/600
235/235 - 6s - loss: 0.9072 - accuracy: 0.9089 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6280829906463623
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 83.356 76.875 82.990 81.120
	Acc: 0.947 OSCR : 74.089 AUROC_max_val (%): 83.356 AUROC_real (%): 76.038

Epoch 281/600
235/235 - 6s - loss: 0.9115 - accuracy: 0.9094 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6883540749549866
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.125 84.826 77.638 85.181 83.188
	Acc: 0.949 OSCR : 70.243 AUROC_max_val (%): 84.826 AUROC_real (%): 72.181

Epoch 282/600
235/235 - 6s - loss: 0.8775 - accuracy: 0.9124 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6244732737541199
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.825 85.020 78.025 85.173 83.110
	Acc: 0.939 OSCR : 76.061 AUROC_max_val (%): 85.020 AUROC_real (%): 78.478

Epoch 283/600
235/235 - 6s - loss: 0.8905 - accuracy: 0.9109 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6051790714263916
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.250 83.456 76.463 82.786 82.322
	Acc: 0.946 OSCR : 73.125 AUROC_max_val (%): 83.456 AUROC_real (%): 75.308

Epoch 284/600
235/235 - 6s - loss: 0.8777 - accuracy: 0.9124 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5842187404632568
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.450 84.478 78.125 82.184 84.061
	Acc: 0.957 OSCR : 73.492 AUROC_max_val (%): 84.478 AUROC_real (%): 75.305

Epoch 285/600
235/235 - 6s - loss: 0.8831 - accuracy: 0.9123 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5406505465507507
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.675 85.137 78.075 85.728 82.804
	Acc: 0.952 OSCR : 74.167 AUROC_max_val (%): 85.137 AUROC_real (%): 75.993

Epoch 286/600
235/235 - 6s - loss: 0.8595 - accuracy: 0.9139 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5576277375221252
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.325 83.093 76.562 81.922 81.403
	Acc: 0.957 OSCR : 72.712 AUROC_max_val (%): 83.093 AUROC_real (%): 74.376

Epoch 287/600
235/235 - 6s - loss: 0.8700 - accuracy: 0.9121 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.518242597579956
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.225 81.786 75.075 80.462 80.781
	Acc: 0.957 OSCR : 72.218 AUROC_max_val (%): 81.786 AUROC_real (%): 73.813

Epoch 288/600
235/235 - 6s - loss: 0.8794 - accuracy: 0.9126 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.714598536491394
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.725 85.109 77.663 85.581 83.036
	Acc: 0.946 OSCR : 69.763 AUROC_max_val (%): 85.109 AUROC_real (%): 71.884

Epoch 289/600
235/235 - 6s - loss: 0.8496 - accuracy: 0.9160 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5589429140090942
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.150 84.162 77.100 83.444 83.082
	Acc: 0.951 OSCR : 70.519 AUROC_max_val (%): 84.162 AUROC_real (%): 72.392

Epoch 290/600
235/235 - 6s - loss: 0.8744 - accuracy: 0.9117 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6542006731033325
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.650 82.025 75.537 81.212 80.370
	Acc: 0.950 OSCR : 70.409 AUROC_max_val (%): 82.025 AUROC_real (%): 72.281

Epoch 291/600
235/235 - 6s - loss: 0.8594 - accuracy: 0.9132 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5855355262756348
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.150 81.693 75.450 79.954 80.570
	Acc: 0.952 OSCR : 71.512 AUROC_max_val (%): 81.693 AUROC_real (%): 73.318

Epoch 292/600
235/235 - 6s - loss: 0.8248 - accuracy: 0.9176 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7161079049110413
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.250 83.337 76.763 83.276 81.176
	Acc: 0.942 OSCR : 71.487 AUROC_max_val (%): 83.337 AUROC_real (%): 73.906

Epoch 293/600
235/235 - 6s - loss: 0.8551 - accuracy: 0.9146 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6035693287849426
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.800 80.468 74.125 78.181 80.008
	Acc: 0.951 OSCR : 70.337 AUROC_max_val (%): 80.468 AUROC_real (%): 72.254

Epoch 294/600
235/235 - 6s - loss: 0.8343 - accuracy: 0.9159 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.501362681388855
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.725 82.854 76.312 81.186 81.998
	Acc: 0.956 OSCR : 72.650 AUROC_max_val (%): 82.854 AUROC_real (%): 74.308

Epoch 295/600
235/235 - 6s - loss: 0.8225 - accuracy: 0.9169 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5441247224807739
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.650 84.695 77.575 83.398 83.943
	Acc: 0.957 OSCR : 70.553 AUROC_max_val (%): 84.695 AUROC_real (%): 72.230

Epoch 296/600
235/235 - 6s - loss: 0.8282 - accuracy: 0.9166 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6339684128761292
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.550 82.160 75.550 81.318 80.455
	Acc: 0.946 OSCR : 72.824 AUROC_max_val (%): 82.160 AUROC_real (%): 74.900

Epoch 297/600
235/235 - 6s - loss: 0.8426 - accuracy: 0.9154 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7515823245048523
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 82.031 74.788 81.693 80.544
	Acc: 0.937 OSCR : 67.372 AUROC_max_val (%): 82.031 AUROC_real (%): 69.748

Epoch 298/600
235/235 - 6s - loss: 0.8280 - accuracy: 0.9175 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5802685022354126
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.150 82.791 76.425 81.953 81.215
	Acc: 0.950 OSCR : 73.164 AUROC_max_val (%): 82.791 AUROC_real (%): 75.175

Epoch 299/600
235/235 - 6s - loss: 0.8283 - accuracy: 0.9164 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5558484792709351
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 82.570 75.738 81.711 81.101
	Acc: 0.954 OSCR : 73.450 AUROC_max_val (%): 82.570 AUROC_real (%): 75.267

Epoch 300/600
235/235 - 6s - loss: 0.8265 - accuracy: 0.9179 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.533204197883606
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.475 84.730 78.025 83.247 83.684
	Acc: 0.954 OSCR : 72.815 AUROC_max_val (%): 84.730 AUROC_real (%): 74.657

Epoch 301/600
235/235 - 6s - loss: 0.8104 - accuracy: 0.9179 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6005635261535645
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.475 84.016 76.850 83.223 82.495
	Acc: 0.949 OSCR : 73.168 AUROC_max_val (%): 84.016 AUROC_real (%): 75.301

Epoch 302/600
235/235 - 6s - loss: 0.8077 - accuracy: 0.9188 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6306623816490173
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.450 84.830 77.875 85.130 82.538
	Acc: 0.945 OSCR : 71.333 AUROC_max_val (%): 84.830 AUROC_real (%): 73.550

Epoch 303/600
235/235 - 6s - loss: 0.8223 - accuracy: 0.9155 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6468325257301331
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.550 80.213 74.312 78.655 79.241
	Acc: 0.944 OSCR : 69.584 AUROC_max_val (%): 80.213 AUROC_real (%): 71.682

Epoch 304/600
235/235 - 6s - loss: 0.8205 - accuracy: 0.9180 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6280525922775269
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.550 84.946 77.438 85.291 83.334
	Acc: 0.954 OSCR : 70.089 AUROC_max_val (%): 84.946 AUROC_real (%): 71.951

Epoch 305/600
235/235 - 6s - loss: 0.8015 - accuracy: 0.9189 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48863932490348816
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.425 86.035 78.500 86.578 83.941
	Acc: 0.958 OSCR : 74.420 AUROC_max_val (%): 86.035 AUROC_real (%): 76.175

Epoch 306/600
235/235 - 6s - loss: 0.7868 - accuracy: 0.9200 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5197306275367737
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.125 84.013 77.087 83.112 82.577
	Acc: 0.955 OSCR : 75.493 AUROC_max_val (%): 84.013 AUROC_real (%): 77.346

Epoch 307/600
235/235 - 6s - loss: 0.7968 - accuracy: 0.9196 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4680563807487488
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.325 84.835 77.850 84.413 83.335
	Acc: 0.959 OSCR : 76.737 AUROC_max_val (%): 84.835 AUROC_real (%): 78.380

Epoch 308/600
235/235 - 6s - loss: 0.7870 - accuracy: 0.9211 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5744357109069824
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.975 82.679 75.913 80.941 81.542
	Acc: 0.949 OSCR : 71.977 AUROC_max_val (%): 82.679 AUROC_real (%): 73.946

Epoch 309/600
235/235 - 6s - loss: 0.7896 - accuracy: 0.9196 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5623034834861755
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.000 82.518 75.612 81.482 81.267
	Acc: 0.954 OSCR : 71.314 AUROC_max_val (%): 82.518 AUROC_real (%): 73.126

Epoch 310/600
235/235 - 6s - loss: 0.7933 - accuracy: 0.9207 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5747212767601013
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.000 80.611 74.625 77.864 79.878
	Acc: 0.955 OSCR : 71.830 AUROC_max_val (%): 80.611 AUROC_real (%): 73.536

Epoch 311/600
235/235 - 6s - loss: 0.7949 - accuracy: 0.9192 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5257432460784912
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 85.761 78.863 85.598 84.020
	Acc: 0.955 OSCR : 74.372 AUROC_max_val (%): 85.761 AUROC_real (%): 76.103

Epoch 312/600
235/235 - 6s - loss: 0.7686 - accuracy: 0.9243 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5322446227073669
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.025 85.113 77.987 83.935 84.065
	Acc: 0.954 OSCR : 71.556 AUROC_max_val (%): 85.113 AUROC_real (%): 73.336

Epoch 313/600
235/235 - 6s - loss: 0.7773 - accuracy: 0.9222 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5053684711456299
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.175 87.072 79.763 87.063 85.603
	Acc: 0.959 OSCR : 74.512 AUROC_max_val (%): 87.072 AUROC_real (%): 76.197

Epoch 314/600
235/235 - 6s - loss: 0.7528 - accuracy: 0.9244 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48848530650138855
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.925 86.498 79.038 87.143 84.388
	Acc: 0.960 OSCR : 74.148 AUROC_max_val (%): 86.498 AUROC_real (%): 75.709

Epoch 315/600
235/235 - 6s - loss: 0.7715 - accuracy: 0.9217 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6193138957023621
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.925 84.411 77.675 83.884 83.149
	Acc: 0.950 OSCR : 71.347 AUROC_max_val (%): 84.411 AUROC_real (%): 73.394

Epoch 316/600
235/235 - 6s - loss: 0.7593 - accuracy: 0.9242 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5425321459770203
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.425 86.131 78.950 86.020 84.632
	Acc: 0.960 OSCR : 69.980 AUROC_max_val (%): 86.131 AUROC_real (%): 71.579

Epoch 317/600
235/235 - 6s - loss: 0.7735 - accuracy: 0.9213 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5071929097175598
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.050 84.588 77.463 84.655 82.699
	Acc: 0.962 OSCR : 72.161 AUROC_max_val (%): 84.588 AUROC_real (%): 73.582

Epoch 318/600
235/235 - 6s - loss: 0.7581 - accuracy: 0.9250 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5358691811561584
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.575 85.414 78.325 85.287 83.635
	Acc: 0.959 OSCR : 72.826 AUROC_max_val (%): 85.414 AUROC_real (%): 74.505

Epoch 319/600
235/235 - 6s - loss: 0.7572 - accuracy: 0.9240 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5743343830108643
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.825 85.664 78.300 85.632 84.130
	Acc: 0.957 OSCR : 71.452 AUROC_max_val (%): 85.664 AUROC_real (%): 73.083

Epoch 320/600
235/235 - 6s - loss: 0.7459 - accuracy: 0.9246 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48194703459739685
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 83.853 76.750 83.239 82.644
	Acc: 0.958 OSCR : 72.276 AUROC_max_val (%): 83.853 AUROC_real (%): 73.904

Epoch 321/600
235/235 - 6s - loss: 0.7475 - accuracy: 0.9240 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46498432755470276
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.650 85.147 78.175 84.773 83.468
	Acc: 0.962 OSCR : 75.627 AUROC_max_val (%): 85.147 AUROC_real (%): 77.123

Epoch 322/600
235/235 - 6s - loss: 0.7378 - accuracy: 0.9238 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6425843834877014
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.675 84.255 77.000 83.845 82.797
	Acc: 0.948 OSCR : 71.356 AUROC_max_val (%): 84.255 AUROC_real (%): 73.509

Epoch 323/600
235/235 - 6s - loss: 0.7364 - accuracy: 0.9272 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48103296756744385
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.025 86.695 79.413 86.944 84.971
	Acc: 0.956 OSCR : 76.919 AUROC_max_val (%): 86.695 AUROC_real (%): 78.745

Epoch 324/600
235/235 - 6s - loss: 0.7384 - accuracy: 0.9253 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5009835958480835
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 85.147 78.662 83.808 83.964
	Acc: 0.959 OSCR : 74.845 AUROC_max_val (%): 85.147 AUROC_real (%): 76.443

Epoch 325/600
235/235 - 6s - loss: 0.7491 - accuracy: 0.9249 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5110332369804382
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.150 87.131 79.738 87.655 85.378
	Acc: 0.958 OSCR : 74.415 AUROC_max_val (%): 87.131 AUROC_real (%): 76.128

Epoch 326/600
235/235 - 6s - loss: 0.7370 - accuracy: 0.9257 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4899119436740875
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.700 87.208 80.138 87.054 85.452
	Acc: 0.959 OSCR : 74.733 AUROC_max_val (%): 87.208 AUROC_real (%): 76.443

Epoch 327/600
235/235 - 6s - loss: 0.7251 - accuracy: 0.9268 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5565752387046814
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.250 87.181 80.025 87.538 85.182
	Acc: 0.959 OSCR : 72.352 AUROC_max_val (%): 87.181 AUROC_real (%): 74.039

Epoch 328/600
235/235 - 6s - loss: 0.7255 - accuracy: 0.9274 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5240033864974976
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.875 87.212 79.862 87.836 85.113
	Acc: 0.954 OSCR : 74.503 AUROC_max_val (%): 87.212 AUROC_real (%): 76.398

Epoch 329/600
235/235 - 6s - loss: 0.7320 - accuracy: 0.9252 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5667189359664917
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.450 81.370 75.100 78.685 80.566
	Acc: 0.953 OSCR : 73.289 AUROC_max_val (%): 81.370 AUROC_real (%): 75.133

Epoch 330/600
235/235 - 6s - loss: 0.7229 - accuracy: 0.9274 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4740035831928253
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.975 84.633 78.025 83.392 83.733
	Acc: 0.961 OSCR : 75.490 AUROC_max_val (%): 84.633 AUROC_real (%): 77.051

Epoch 331/600
235/235 - 6s - loss: 0.7184 - accuracy: 0.9278 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46113157272338867
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.725 83.907 77.338 82.397 83.142
	Acc: 0.962 OSCR : 75.661 AUROC_max_val (%): 83.907 AUROC_real (%): 77.238

Epoch 332/600
235/235 - 6s - loss: 0.7063 - accuracy: 0.9286 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4559049606323242
	accuracy: 0.9635000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.925 85.459 78.400 85.152 83.867
	Acc: 0.964 OSCR : 75.974 AUROC_max_val (%): 85.459 AUROC_real (%): 77.511

Epoch 333/600
235/235 - 6s - loss: 0.7059 - accuracy: 0.9293 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.48773014545440674
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.950 85.762 78.513 85.143 84.411
	Acc: 0.960 OSCR : 74.764 AUROC_max_val (%): 85.762 AUROC_real (%): 76.425

Epoch 334/600
235/235 - 6s - loss: 0.7166 - accuracy: 0.9279 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44539257884025574
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.125 86.263 79.050 85.582 84.974
	Acc: 0.962 OSCR : 77.484 AUROC_max_val (%): 86.263 AUROC_real (%): 79.108

Epoch 335/600
235/235 - 6s - loss: 0.6946 - accuracy: 0.9303 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4514762759208679
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.825 85.593 78.975 84.851 84.348
	Acc: 0.961 OSCR : 76.504 AUROC_max_val (%): 85.593 AUROC_real (%): 78.000

Epoch 336/600
235/235 - 6s - loss: 0.6954 - accuracy: 0.9289 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4774874150753021
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.300 87.204 79.938 87.659 85.234
	Acc: 0.961 OSCR : 75.224 AUROC_max_val (%): 87.204 AUROC_real (%): 76.816

Epoch 337/600
235/235 - 6s - loss: 0.7024 - accuracy: 0.9306 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46744009852409363
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.525 83.080 76.788 80.567 82.575
	Acc: 0.960 OSCR : 74.992 AUROC_max_val (%): 83.080 AUROC_real (%): 76.629

Epoch 338/600
235/235 - 6s - loss: 0.6918 - accuracy: 0.9302 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48124080896377563
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.300 85.757 79.475 84.603 84.678
	Acc: 0.961 OSCR : 73.961 AUROC_max_val (%): 85.757 AUROC_real (%): 75.540

Epoch 339/600
235/235 - 6s - loss: 0.6916 - accuracy: 0.9297 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4567069411277771
	accuracy: 0.9632499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.300 86.972 79.787 86.922 85.465
	Acc: 0.963 OSCR : 75.225 AUROC_max_val (%): 86.972 AUROC_real (%): 76.718

Epoch 340/600
235/235 - 6s - loss: 0.6962 - accuracy: 0.9292 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47589588165283203
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 86.708 79.562 86.914 84.940
	Acc: 0.957 OSCR : 74.969 AUROC_max_val (%): 86.708 AUROC_real (%): 76.656

Epoch 341/600
235/235 - 6s - loss: 0.6851 - accuracy: 0.9304 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48193222284317017
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.025 86.458 79.038 86.437 84.702
	Acc: 0.958 OSCR : 74.925 AUROC_max_val (%): 86.458 AUROC_real (%): 76.562

Epoch 342/600
235/235 - 6s - loss: 0.6850 - accuracy: 0.9309 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45254427194595337
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 84.771 78.100 83.385 83.972
	Acc: 0.962 OSCR : 73.328 AUROC_max_val (%): 84.771 AUROC_real (%): 74.818

Epoch 343/600
235/235 - 6s - loss: 0.6718 - accuracy: 0.9327 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5467853546142578
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.275 85.327 78.362 84.842 84.213
	Acc: 0.952 OSCR : 74.223 AUROC_max_val (%): 85.327 AUROC_real (%): 76.201

Epoch 344/600
235/235 - 6s - loss: 0.6831 - accuracy: 0.9309 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45574137568473816
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.150 85.606 78.625 85.131 84.514
	Acc: 0.958 OSCR : 75.430 AUROC_max_val (%): 85.606 AUROC_real (%): 77.065

Epoch 345/600
235/235 - 6s - loss: 0.6751 - accuracy: 0.9335 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44432151317596436
	accuracy: 0.9664999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.575 86.698 79.588 85.931 85.598
	Acc: 0.967 OSCR : 74.775 AUROC_max_val (%): 86.698 AUROC_real (%): 76.202

Epoch 346/600
235/235 - 6s - loss: 0.6765 - accuracy: 0.9329 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4709896743297577
	accuracy: 0.9632499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.350 86.342 78.950 86.741 84.486
	Acc: 0.963 OSCR : 73.590 AUROC_max_val (%): 86.342 AUROC_real (%): 75.097

Epoch 347/600
235/235 - 6s - loss: 0.6580 - accuracy: 0.9335 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43213140964508057
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.025 85.807 79.138 84.899 84.780
	Acc: 0.962 OSCR : 76.144 AUROC_max_val (%): 85.807 AUROC_real (%): 77.646

Epoch 348/600
235/235 - 6s - loss: 0.6704 - accuracy: 0.9323 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5050655007362366
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.000 86.012 79.000 85.027 85.071
	Acc: 0.959 OSCR : 73.809 AUROC_max_val (%): 86.012 AUROC_real (%): 75.534

Epoch 349/600
235/235 - 6s - loss: 0.6655 - accuracy: 0.9317 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.42695921659469604
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.475 85.450 78.938 83.929 84.430
	Acc: 0.964 OSCR : 75.335 AUROC_max_val (%): 85.450 AUROC_real (%): 76.742

Epoch 350/600
235/235 - 6s - loss: 0.6650 - accuracy: 0.9326 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43774864077568054
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.125 86.071 79.425 85.289 84.539
	Acc: 0.965 OSCR : 75.328 AUROC_max_val (%): 86.071 AUROC_real (%): 76.725

Epoch 351/600
235/235 - 6s - loss: 0.6579 - accuracy: 0.9335 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48981428146362305
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.625 85.201 78.500 84.039 84.136
	Acc: 0.961 OSCR : 73.668 AUROC_max_val (%): 85.201 AUROC_real (%): 75.216

Epoch 352/600
235/235 - 6s - loss: 0.6524 - accuracy: 0.9342 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4819028377532959
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.050 85.859 78.612 84.948 85.014
	Acc: 0.965 OSCR : 72.572 AUROC_max_val (%): 85.859 AUROC_real (%): 74.031

Epoch 353/600
235/235 - 6s - loss: 0.6551 - accuracy: 0.9336 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4471423029899597
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.300 85.481 78.800 84.479 84.106
	Acc: 0.965 OSCR : 74.423 AUROC_max_val (%): 85.481 AUROC_real (%): 75.797

Epoch 354/600
235/235 - 6s - loss: 0.6627 - accuracy: 0.9345 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43356290459632874
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.350 86.754 79.463 86.545 85.137
	Acc: 0.964 OSCR : 75.898 AUROC_max_val (%): 86.754 AUROC_real (%): 77.370

Epoch 355/600
235/235 - 6s - loss: 0.6457 - accuracy: 0.9353 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4251159131526947
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 86.113 79.287 85.595 84.669
	Acc: 0.964 OSCR : 74.774 AUROC_max_val (%): 86.113 AUROC_real (%): 76.191

Epoch 356/600
235/235 - 6s - loss: 0.6489 - accuracy: 0.9348 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4270731210708618
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.500 87.225 79.800 86.873 85.910
	Acc: 0.964 OSCR : 76.648 AUROC_max_val (%): 87.225 AUROC_real (%): 78.131

Epoch 357/600
235/235 - 6s - loss: 0.6356 - accuracy: 0.9354 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4334549009799957
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.900 85.617 78.725 84.613 84.455
	Acc: 0.964 OSCR : 75.905 AUROC_max_val (%): 85.617 AUROC_real (%): 77.329

Epoch 358/600
235/235 - 6s - loss: 0.6418 - accuracy: 0.9355 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44125092029571533
	accuracy: 0.9647499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.350 85.973 79.113 84.782 85.034
	Acc: 0.965 OSCR : 73.815 AUROC_max_val (%): 85.973 AUROC_real (%): 75.262

Epoch 359/600
235/235 - 6s - loss: 0.6515 - accuracy: 0.9336 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43252959847450256
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.025 86.410 79.362 85.373 85.369
	Acc: 0.963 OSCR : 75.642 AUROC_max_val (%): 86.410 AUROC_real (%): 77.106

Epoch 360/600
235/235 - 6s - loss: 0.6404 - accuracy: 0.9349 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43505650758743286
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.625 86.572 79.600 85.568 85.613
	Acc: 0.964 OSCR : 74.958 AUROC_max_val (%): 86.572 AUROC_real (%): 76.474

Epoch 361/600
235/235 - 6s - loss: 0.6304 - accuracy: 0.9370 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44348105788230896
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.725 86.168 79.038 85.540 84.950
	Acc: 0.962 OSCR : 74.626 AUROC_max_val (%): 86.168 AUROC_real (%): 76.122

Epoch 362/600
235/235 - 6s - loss: 0.6169 - accuracy: 0.9374 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4242755174636841
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.525 87.027 79.837 86.550 85.879
	Acc: 0.965 OSCR : 74.548 AUROC_max_val (%): 87.027 AUROC_real (%): 75.931

Epoch 363/600
235/235 - 6s - loss: 0.6456 - accuracy: 0.9350 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.42993220686912537
	accuracy: 0.9627500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 87.822 80.875 88.035 86.126
	Acc: 0.963 OSCR : 75.492 AUROC_max_val (%): 87.822 AUROC_real (%): 76.897

Epoch 364/600
235/235 - 6s - loss: 0.6159 - accuracy: 0.9377 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43437713384628296
	accuracy: 0.9635000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.500 87.130 79.688 87.038 85.537
	Acc: 0.964 OSCR : 75.452 AUROC_max_val (%): 87.130 AUROC_real (%): 76.870

Epoch 365/600
235/235 - 6s - loss: 0.6350 - accuracy: 0.9356 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.433955579996109
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.550 86.100 79.075 85.294 85.011
	Acc: 0.965 OSCR : 74.311 AUROC_max_val (%): 86.100 AUROC_real (%): 75.706

Epoch 366/600
235/235 - 6s - loss: 0.6302 - accuracy: 0.9352 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.42232567071914673
	accuracy: 0.9662500023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.725 86.723 79.838 86.072 85.506
	Acc: 0.966 OSCR : 74.568 AUROC_max_val (%): 86.723 AUROC_real (%): 75.887

Epoch 367/600
235/235 - 6s - loss: 0.6273 - accuracy: 0.9367 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43051615357398987
	accuracy: 0.9635000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.375 86.588 79.763 86.053 85.343
	Acc: 0.964 OSCR : 75.340 AUROC_max_val (%): 86.588 AUROC_real (%): 76.809

Epoch 368/600
235/235 - 6s - loss: 0.6193 - accuracy: 0.9381 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41211754083633423
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.625 86.432 79.438 85.551 85.433
	Acc: 0.964 OSCR : 77.058 AUROC_max_val (%): 86.432 AUROC_real (%): 78.503

Epoch 369/600
235/235 - 6s - loss: 0.6273 - accuracy: 0.9363 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4489089846611023
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.450 86.895 79.900 86.622 85.525
	Acc: 0.964 OSCR : 75.274 AUROC_max_val (%): 86.895 AUROC_real (%): 76.703

Epoch 370/600
235/235 - 6s - loss: 0.6277 - accuracy: 0.9364 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4211137890815735
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.600 87.263 80.025 86.932 86.043
	Acc: 0.965 OSCR : 75.464 AUROC_max_val (%): 87.263 AUROC_real (%): 76.888

Epoch 371/600
235/235 - 6s - loss: 0.6176 - accuracy: 0.9389 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43857333064079285
	accuracy: 0.9647499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.475 86.699 79.713 86.214 85.485
	Acc: 0.965 OSCR : 74.132 AUROC_max_val (%): 86.699 AUROC_real (%): 75.538

Epoch 372/600
235/235 - 6s - loss: 0.6135 - accuracy: 0.9384 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4370676279067993
	accuracy: 0.965499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.900 86.745 79.912 86.374 85.520
	Acc: 0.966 OSCR : 74.444 AUROC_max_val (%): 86.745 AUROC_real (%): 75.860

Epoch 373/600
235/235 - 6s - loss: 0.5943 - accuracy: 0.9402 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4204917252063751
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.325 86.888 79.700 86.341 85.699
	Acc: 0.966 OSCR : 74.637 AUROC_max_val (%): 86.888 AUROC_real (%): 76.007

Epoch 374/600
235/235 - 6s - loss: 0.6139 - accuracy: 0.9384 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.40848836302757263
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.600 87.079 79.950 86.422 86.025
	Acc: 0.966 OSCR : 75.451 AUROC_max_val (%): 87.079 AUROC_real (%): 76.844

Epoch 375/600
235/235 - 6s - loss: 0.6199 - accuracy: 0.9383 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43237555027008057
	accuracy: 0.9667500257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.275 87.047 80.050 86.465 85.837
	Acc: 0.967 OSCR : 73.716 AUROC_max_val (%): 87.047 AUROC_real (%): 75.037

Epoch 376/600
235/235 - 6s - loss: 0.6165 - accuracy: 0.9363 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43494653701782227
	accuracy: 0.9647499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.700 87.491 80.125 87.261 86.169
	Acc: 0.965 OSCR : 74.835 AUROC_max_val (%): 87.491 AUROC_real (%): 76.265

Epoch 377/600
235/235 - 6s - loss: 0.6187 - accuracy: 0.9371 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40389764308929443
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.050 87.149 79.913 86.659 85.890
	Acc: 0.966 OSCR : 75.619 AUROC_max_val (%): 87.149 AUROC_real (%): 76.975

Epoch 378/600
235/235 - 6s - loss: 0.6060 - accuracy: 0.9393 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40593376755714417
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.225 86.607 79.775 85.921 85.385
	Acc: 0.967 OSCR : 75.584 AUROC_max_val (%): 86.607 AUROC_real (%): 76.901

Epoch 379/600
235/235 - 6s - loss: 0.6077 - accuracy: 0.9394 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40765342116355896
	accuracy: 0.9674999713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.475 87.285 80.212 86.823 85.966
	Acc: 0.968 OSCR : 75.286 AUROC_max_val (%): 87.285 AUROC_real (%): 76.588

Epoch 380/600
235/235 - 6s - loss: 0.6055 - accuracy: 0.9390 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.404633104801178
	accuracy: 0.9682499766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.625 86.953 79.963 86.360 85.829
	Acc: 0.968 OSCR : 76.141 AUROC_max_val (%): 86.953 AUROC_real (%): 77.473

Epoch 381/600
235/235 - 6s - loss: 0.6106 - accuracy: 0.9380 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4012121260166168
	accuracy: 0.9667500257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.050 86.984 79.875 86.293 85.886
	Acc: 0.967 OSCR : 76.320 AUROC_max_val (%): 86.984 AUROC_real (%): 77.667

Epoch 382/600
235/235 - 6s - loss: 0.6055 - accuracy: 0.9390 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40643253922462463
	accuracy: 0.9647499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.925 87.111 80.125 86.634 85.959
	Acc: 0.965 OSCR : 75.875 AUROC_max_val (%): 87.111 AUROC_real (%): 77.242

Epoch 383/600
235/235 - 6s - loss: 0.5991 - accuracy: 0.9391 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.42138633131980896
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.575 86.947 80.062 86.400 85.898
	Acc: 0.965 OSCR : 75.541 AUROC_max_val (%): 86.947 AUROC_real (%): 76.939

Epoch 384/600
235/235 - 6s - loss: 0.6130 - accuracy: 0.9382 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4024218022823334
	accuracy: 0.965499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.575 87.004 79.913 86.447 85.931
	Acc: 0.966 OSCR : 76.339 AUROC_max_val (%): 87.004 AUROC_real (%): 77.701

Epoch 385/600
235/235 - 6s - loss: 0.6000 - accuracy: 0.9394 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41306111216545105
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.100 87.248 80.075 86.841 86.073
	Acc: 0.965 OSCR : 75.820 AUROC_max_val (%): 87.248 AUROC_real (%): 77.189

Epoch 386/600
235/235 - 6s - loss: 0.6091 - accuracy: 0.9391 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4064634144306183
	accuracy: 0.9667500257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.325 87.134 79.963 86.529 86.085
	Acc: 0.967 OSCR : 75.644 AUROC_max_val (%): 87.134 AUROC_real (%): 76.981

Epoch 387/600
235/235 - 6s - loss: 0.6180 - accuracy: 0.9381 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40447998046875
	accuracy: 0.9672499895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.575 86.831 79.663 86.167 85.850
	Acc: 0.967 OSCR : 75.979 AUROC_max_val (%): 86.831 AUROC_real (%): 77.322

Epoch 388/600
235/235 - 6s - loss: 0.6022 - accuracy: 0.9389 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40615394711494446
	accuracy: 0.9667500257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.875 87.154 80.075 86.692 86.032
	Acc: 0.967 OSCR : 75.678 AUROC_max_val (%): 87.154 AUROC_real (%): 77.006

Epoch 389/600
235/235 - 6s - loss: 0.5944 - accuracy: 0.9407 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4049886167049408
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.250 86.911 79.875 86.278 85.872
	Acc: 0.967 OSCR : 75.970 AUROC_max_val (%): 86.911 AUROC_real (%): 77.311

Epoch 390/600
235/235 - 6s - loss: 0.5883 - accuracy: 0.9409 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40357550978660583
	accuracy: 0.9672499895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.825 87.090 80.075 86.569 85.995
	Acc: 0.967 OSCR : 76.139 AUROC_max_val (%): 87.090 AUROC_real (%): 77.484

Epoch 391/600
235/235 - 6s - loss: 0.6023 - accuracy: 0.9373 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4109226167201996
	accuracy: 0.9674999713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.150 87.000 79.862 86.434 85.912
	Acc: 0.968 OSCR : 75.588 AUROC_max_val (%): 87.000 AUROC_real (%): 76.921

Epoch 392/600
235/235 - 6s - loss: 0.6014 - accuracy: 0.9374 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.39816024899482727
	accuracy: 0.9674999713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.450 87.069 79.925 86.484 85.999
	Acc: 0.968 OSCR : 76.321 AUROC_max_val (%): 87.069 AUROC_real (%): 77.654

Epoch 393/600
235/235 - 6s - loss: 0.6084 - accuracy: 0.9386 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.3970301151275635
	accuracy: 0.9664999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.850 87.107 79.925 86.592 85.969
	Acc: 0.967 OSCR : 76.426 AUROC_max_val (%): 87.107 AUROC_real (%): 77.754

Epoch 394/600
235/235 - 6s - loss: 0.5938 - accuracy: 0.9395 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.402300626039505
	accuracy: 0.9667500257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.875 87.039 79.900 86.527 85.881
	Acc: 0.967 OSCR : 76.079 AUROC_max_val (%): 87.039 AUROC_real (%): 77.404

Epoch 395/600
235/235 - 6s - loss: 0.6104 - accuracy: 0.9386 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4056519567966461
	accuracy: 0.9664999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.050 86.991 79.913 86.454 85.868
	Acc: 0.967 OSCR : 75.942 AUROC_max_val (%): 86.991 AUROC_real (%): 77.279

Epoch 396/600
235/235 - 6s - loss: 0.5926 - accuracy: 0.9409 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4005582630634308
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.925 86.964 79.888 86.396 85.856
	Acc: 0.967 OSCR : 76.267 AUROC_max_val (%): 86.964 AUROC_real (%): 77.596

Epoch 397/600
235/235 - 6s - loss: 0.5970 - accuracy: 0.9398 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4006328284740448
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.925 86.965 79.787 86.384 85.868
	Acc: 0.967 OSCR : 76.239 AUROC_max_val (%): 86.965 AUROC_real (%): 77.569

Epoch 398/600
235/235 - 6s - loss: 0.6052 - accuracy: 0.9391 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4006701409816742
	accuracy: 0.9664999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.800 86.939 79.763 86.332 85.875
	Acc: 0.967 OSCR : 76.288 AUROC_max_val (%): 86.939 AUROC_real (%): 77.624

Epoch 399/600
235/235 - 6s - loss: 0.5831 - accuracy: 0.9409 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40327805280685425
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.000 86.987 79.838 86.423 85.901
	Acc: 0.967 OSCR : 76.171 AUROC_max_val (%): 86.987 AUROC_real (%): 77.509

Epoch 400/600
235/235 - 6s - loss: 0.5841 - accuracy: 0.9416 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4021451473236084
	accuracy: 0.9664999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.975 87.074 79.925 86.559 85.987
	Acc: 0.967 OSCR : 76.178 AUROC_max_val (%): 87.074 AUROC_real (%): 77.524

Epoch 401/600
235/235 - 6s - loss: 0.5928 - accuracy: 0.9397 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4055340886116028
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.850 86.936 79.838 86.363 85.843
	Acc: 0.967 OSCR : 75.945 AUROC_max_val (%): 86.936 AUROC_real (%): 77.286

Epoch 402/600
235/235 - 6s - loss: 0.9496 - accuracy: 0.9052 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.863980233669281
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.925 80.403 73.763 81.154 77.576
	Acc: 0.940 OSCR : 66.747 AUROC_max_val (%): 80.403 AUROC_real (%): 69.026

Epoch 403/600
235/235 - 6s - loss: 0.9878 - accuracy: 0.9022 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.804182231426239
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 81.938 75.788 80.434 80.362
	Acc: 0.938 OSCR : 68.902 AUROC_max_val (%): 81.938 AUROC_real (%): 71.548

Epoch 404/600
235/235 - 6s - loss: 0.9694 - accuracy: 0.9037 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6712822914123535
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.775 80.280 73.575 79.384 79.344
	Acc: 0.940 OSCR : 71.803 AUROC_max_val (%): 80.280 AUROC_real (%): 74.239

Epoch 405/600
235/235 - 6s - loss: 0.9659 - accuracy: 0.9027 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7398627400398254
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.075 82.162 75.188 82.030 80.301
	Acc: 0.934 OSCR : 73.219 AUROC_max_val (%): 82.162 AUROC_real (%): 75.899

Epoch 406/600
235/235 - 6s - loss: 0.9636 - accuracy: 0.9044 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7627605199813843
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.750 77.808 72.625 74.389 76.448
	Acc: 0.943 OSCR : 71.387 AUROC_max_val (%): 77.808 AUROC_real (%): 73.608

Epoch 407/600
235/235 - 6s - loss: 0.9738 - accuracy: 0.9047 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6643173694610596
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.825 81.429 74.825 80.318 79.965
	Acc: 0.945 OSCR : 71.368 AUROC_max_val (%): 81.429 AUROC_real (%): 73.506

Epoch 408/600
235/235 - 6s - loss: 0.9668 - accuracy: 0.9028 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7084760665893555
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 83.442 76.662 83.450 81.121
	Acc: 0.940 OSCR : 71.085 AUROC_max_val (%): 83.442 AUROC_real (%): 73.578

Epoch 409/600
235/235 - 6s - loss: 0.9622 - accuracy: 0.9044 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7625047564506531
	accuracy: 0.9384999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.025 84.366 77.287 84.916 82.402
	Acc: 0.939 OSCR : 67.690 AUROC_max_val (%): 84.366 AUROC_real (%): 70.087

Epoch 410/600
235/235 - 6s - loss: 0.9643 - accuracy: 0.9034 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6204870343208313
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.925 84.573 77.675 84.034 82.688
	Acc: 0.950 OSCR : 70.817 AUROC_max_val (%): 84.573 AUROC_real (%): 72.770

Epoch 411/600
235/235 - 6s - loss: 0.9660 - accuracy: 0.9039 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5556137561798096
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.050 83.680 76.525 83.128 82.142
	Acc: 0.951 OSCR : 72.755 AUROC_max_val (%): 83.680 AUROC_real (%): 74.623

Epoch 412/600
235/235 - 6s - loss: 0.9389 - accuracy: 0.9061 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8496091365814209
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.425 82.995 76.150 82.892 81.289
	Acc: 0.943 OSCR : 66.871 AUROC_max_val (%): 82.995 AUROC_real (%): 68.973

Epoch 413/600
235/235 - 6s - loss: 0.9823 - accuracy: 0.9004 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7215303778648376
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.275 85.306 77.850 85.811 83.239
	Acc: 0.938 OSCR : 74.313 AUROC_max_val (%): 85.306 AUROC_real (%): 76.893

Epoch 414/600
235/235 - 6s - loss: 0.9544 - accuracy: 0.9050 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.770084023475647
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.150 82.868 76.288 81.134 82.011
	Acc: 0.948 OSCR : 66.612 AUROC_max_val (%): 82.868 AUROC_real (%): 68.609

Epoch 415/600
235/235 - 6s - loss: 0.9500 - accuracy: 0.9056 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6989389061927795
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 82.484 75.037 82.749 80.563
	Acc: 0.938 OSCR : 70.088 AUROC_max_val (%): 82.484 AUROC_real (%): 72.557

Epoch 416/600
235/235 - 6s - loss: 0.9641 - accuracy: 0.9036 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7557357549667358
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.925 82.354 76.162 82.413 79.566
	Acc: 0.938 OSCR : 69.532 AUROC_max_val (%): 82.354 AUROC_real (%): 71.894

Epoch 417/600
235/235 - 6s - loss: 0.9267 - accuracy: 0.9071 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7506543397903442
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 85.141 77.913 86.071 82.438
	Acc: 0.941 OSCR : 67.547 AUROC_max_val (%): 85.141 AUROC_real (%): 69.701

Epoch 418/600
235/235 - 6s - loss: 0.9476 - accuracy: 0.9050 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6268637180328369
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 83.947 77.038 83.950 82.158
	Acc: 0.951 OSCR : 73.629 AUROC_max_val (%): 83.947 AUROC_real (%): 75.680

Epoch 419/600
235/235 - 6s - loss: 0.9476 - accuracy: 0.9035 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6657657623291016
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.850 83.533 76.162 83.945 81.647
	Acc: 0.950 OSCR : 68.913 AUROC_max_val (%): 83.533 AUROC_real (%): 70.968

Epoch 420/600
235/235 - 6s - loss: 0.9397 - accuracy: 0.9062 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6455622315406799
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.325 84.609 77.812 84.248 83.029
	Acc: 0.950 OSCR : 69.655 AUROC_max_val (%): 84.609 AUROC_real (%): 71.666

Epoch 421/600
235/235 - 6s - loss: 0.9301 - accuracy: 0.9083 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5861753821372986
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.275 82.207 75.725 80.965 81.147
	Acc: 0.955 OSCR : 71.208 AUROC_max_val (%): 82.207 AUROC_real (%): 72.961

Epoch 422/600
235/235 - 6s - loss: 0.9230 - accuracy: 0.9067 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6322228312492371
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.225 83.496 76.562 83.298 81.663
	Acc: 0.940 OSCR : 74.507 AUROC_max_val (%): 83.496 AUROC_real (%): 76.852

Epoch 423/600
235/235 - 6s - loss: 0.9236 - accuracy: 0.9067 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7937920093536377
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.500 78.336 72.763 76.602 76.187
	Acc: 0.935 OSCR : 65.506 AUROC_max_val (%): 78.336 AUROC_real (%): 67.829

Epoch 424/600
235/235 - 6s - loss: 0.9446 - accuracy: 0.9050 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7159297466278076
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.450 80.242 74.237 77.960 78.995
	Acc: 0.943 OSCR : 71.701 AUROC_max_val (%): 80.242 AUROC_real (%): 74.049

Epoch 425/600
235/235 - 6s - loss: 0.9103 - accuracy: 0.9087 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7039080262184143
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.750 80.886 73.725 81.342 78.776
	Acc: 0.935 OSCR : 71.043 AUROC_max_val (%): 80.886 AUROC_real (%): 73.546

Epoch 426/600
235/235 - 6s - loss: 0.9112 - accuracy: 0.9075 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6997559070587158
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.725 80.265 74.175 76.619 79.907
	Acc: 0.945 OSCR : 72.242 AUROC_max_val (%): 80.265 AUROC_real (%): 74.417

Epoch 427/600
235/235 - 6s - loss: 0.9154 - accuracy: 0.9088 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9472401738166809
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.575 76.943 71.438 73.613 76.037
	Acc: 0.944 OSCR : 65.940 AUROC_max_val (%): 76.943 AUROC_real (%): 68.306

Epoch 428/600
235/235 - 6s - loss: 0.9106 - accuracy: 0.9074 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6505011320114136
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.375 84.721 77.425 84.923 82.860
	Acc: 0.944 OSCR : 72.212 AUROC_max_val (%): 84.721 AUROC_real (%): 74.537

Epoch 429/600
235/235 - 6s - loss: 0.9106 - accuracy: 0.9085 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7296408414840698
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 81.200 74.938 78.869 80.079
	Acc: 0.949 OSCR : 68.208 AUROC_max_val (%): 81.200 AUROC_real (%): 70.260

Epoch 430/600
235/235 - 6s - loss: 0.9007 - accuracy: 0.9104 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6074305176734924
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.375 82.314 75.288 82.032 80.171
	Acc: 0.949 OSCR : 71.946 AUROC_max_val (%): 82.314 AUROC_real (%): 73.881

Epoch 431/600
235/235 - 6s - loss: 0.9108 - accuracy: 0.9090 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5640748739242554
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.950 82.819 75.788 82.641 81.250
	Acc: 0.952 OSCR : 73.443 AUROC_max_val (%): 82.819 AUROC_real (%): 75.234

Epoch 432/600
235/235 - 6s - loss: 0.9088 - accuracy: 0.9102 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5640052556991577
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.550 82.465 75.613 82.348 80.140
	Acc: 0.951 OSCR : 73.302 AUROC_max_val (%): 82.465 AUROC_real (%): 75.263

Epoch 433/600
235/235 - 6s - loss: 0.9037 - accuracy: 0.9101 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5428420901298523
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.950 80.655 74.413 77.560 79.783
	Acc: 0.952 OSCR : 74.773 AUROC_max_val (%): 80.655 AUROC_real (%): 76.657

Epoch 434/600
235/235 - 6s - loss: 0.8816 - accuracy: 0.9126 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7825765013694763
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.225 80.868 74.013 79.874 79.167
	Acc: 0.937 OSCR : 69.085 AUROC_max_val (%): 80.868 AUROC_real (%): 71.712

Epoch 435/600
235/235 - 6s - loss: 0.8884 - accuracy: 0.9101 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6516715288162231
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 80.746 74.138 79.994 79.929
	Acc: 0.945 OSCR : 71.534 AUROC_max_val (%): 80.746 AUROC_real (%): 73.607

Epoch 436/600
235/235 - 6s - loss: 0.8743 - accuracy: 0.9130 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.944672167301178
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.125 78.258 71.912 76.597 77.140
	Acc: 0.936 OSCR : 66.518 AUROC_max_val (%): 78.258 AUROC_real (%): 69.123

Epoch 437/600
235/235 - 6s - loss: 0.8960 - accuracy: 0.9098 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8175219893455505
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.825 80.993 73.950 80.217 79.523
	Acc: 0.932 OSCR : 71.371 AUROC_max_val (%): 80.993 AUROC_real (%): 74.303

Epoch 438/600
235/235 - 6s - loss: 0.8789 - accuracy: 0.9114 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6149329543113708
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.425 82.701 76.325 81.892 80.672
	Acc: 0.953 OSCR : 71.652 AUROC_max_val (%): 82.701 AUROC_real (%): 73.472

Epoch 439/600
235/235 - 6s - loss: 0.8924 - accuracy: 0.9106 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7364308834075928
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.650 82.846 75.912 82.989 80.978
	Acc: 0.940 OSCR : 69.484 AUROC_max_val (%): 82.846 AUROC_real (%): 71.704

Epoch 440/600
235/235 - 6s - loss: 0.8793 - accuracy: 0.9126 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.629764199256897
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.225 80.790 74.375 79.673 79.103
	Acc: 0.947 OSCR : 72.151 AUROC_max_val (%): 80.790 AUROC_real (%): 74.296

Epoch 441/600
235/235 - 6s - loss: 0.8934 - accuracy: 0.9091 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5560945868492126
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.150 84.835 77.562 84.470 82.980
	Acc: 0.952 OSCR : 71.869 AUROC_max_val (%): 84.835 AUROC_real (%): 73.734

Epoch 442/600
235/235 - 6s - loss: 0.8703 - accuracy: 0.9126 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7176657915115356
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.775 79.430 73.175 78.257 77.444
	Acc: 0.941 OSCR : 69.899 AUROC_max_val (%): 79.430 AUROC_real (%): 72.097

Epoch 443/600
235/235 - 6s - loss: 0.8846 - accuracy: 0.9123 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6740172505378723
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.550 86.688 79.150 86.947 85.264
	Acc: 0.956 OSCR : 68.259 AUROC_max_val (%): 86.688 AUROC_real (%): 70.124

Epoch 444/600
235/235 - 6s - loss: 0.8614 - accuracy: 0.9143 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6501917839050293
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 82.841 75.538 82.331 81.541
	Acc: 0.952 OSCR : 69.993 AUROC_max_val (%): 82.841 AUROC_real (%): 71.949

Epoch 445/600
235/235 - 6s - loss: 0.8444 - accuracy: 0.9155 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7125715613365173
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.875 82.842 76.312 82.235 80.961
	Acc: 0.946 OSCR : 70.758 AUROC_max_val (%): 82.842 AUROC_real (%): 73.033

Epoch 446/600
235/235 - 6s - loss: 0.8706 - accuracy: 0.9126 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.668558657169342
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.925 84.431 77.612 84.189 83.192
	Acc: 0.952 OSCR : 68.698 AUROC_max_val (%): 84.431 AUROC_real (%): 70.653

Epoch 447/600
235/235 - 6s - loss: 0.8596 - accuracy: 0.9127 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6444348692893982
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.625 86.650 79.313 87.598 84.471
	Acc: 0.948 OSCR : 70.874 AUROC_max_val (%): 86.650 AUROC_real (%): 73.014

Epoch 448/600
235/235 - 6s - loss: 0.8596 - accuracy: 0.9138 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5506207942962646
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.550 85.123 78.438 84.261 83.755
	Acc: 0.956 OSCR : 72.596 AUROC_max_val (%): 85.123 AUROC_real (%): 74.403

Epoch 449/600
235/235 - 6s - loss: 0.8580 - accuracy: 0.9129 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6192939877510071
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.025 81.660 74.812 80.556 80.291
	Acc: 0.949 OSCR : 70.070 AUROC_max_val (%): 81.660 AUROC_real (%): 72.064

Epoch 450/600
235/235 - 6s - loss: 0.8483 - accuracy: 0.9152 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5704370737075806
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.950 85.479 78.075 86.028 83.106
	Acc: 0.949 OSCR : 73.955 AUROC_max_val (%): 85.479 AUROC_real (%): 75.938

Epoch 451/600
235/235 - 6s - loss: 0.8347 - accuracy: 0.9159 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5545210242271423
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.975 86.024 78.925 86.807 83.984
	Acc: 0.953 OSCR : 74.288 AUROC_max_val (%): 86.024 AUROC_real (%): 76.181

Epoch 452/600
235/235 - 6s - loss: 0.8581 - accuracy: 0.9143 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7414156198501587
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.975 79.362 73.088 77.964 78.314
	Acc: 0.943 OSCR : 70.711 AUROC_max_val (%): 79.362 AUROC_real (%): 72.996

Epoch 453/600
235/235 - 6s - loss: 0.8543 - accuracy: 0.9132 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6003144383430481
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.475 84.195 77.425 84.504 81.800
	Acc: 0.955 OSCR : 72.468 AUROC_max_val (%): 84.195 AUROC_real (%): 74.152

Epoch 454/600
235/235 - 6s - loss: 0.8498 - accuracy: 0.9148 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5394616723060608
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 82.819 75.900 82.777 80.921
	Acc: 0.954 OSCR : 72.397 AUROC_max_val (%): 82.819 AUROC_real (%): 74.162

Epoch 455/600
235/235 - 6s - loss: 0.8342 - accuracy: 0.9175 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6901392936706543
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 80.557 74.725 77.327 80.446
	Acc: 0.947 OSCR : 69.923 AUROC_max_val (%): 80.557 AUROC_real (%): 72.081

Epoch 456/600
235/235 - 6s - loss: 0.8281 - accuracy: 0.9162 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5969607830047607
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.200 84.687 77.725 84.739 82.950
	Acc: 0.949 OSCR : 72.860 AUROC_max_val (%): 84.687 AUROC_real (%): 74.943

Epoch 457/600
235/235 - 6s - loss: 0.8425 - accuracy: 0.9152 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5337943434715271
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 85.360 78.412 85.187 83.642
	Acc: 0.952 OSCR : 74.218 AUROC_max_val (%): 85.360 AUROC_real (%): 76.027

Epoch 458/600
235/235 - 6s - loss: 0.8370 - accuracy: 0.9163 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5963652729988098
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.625 84.671 77.950 84.334 83.065
	Acc: 0.947 OSCR : 74.412 AUROC_max_val (%): 84.671 AUROC_real (%): 76.584

Epoch 459/600
235/235 - 6s - loss: 0.8361 - accuracy: 0.9171 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.858437716960907
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.375 83.666 76.388 84.485 81.168
	Acc: 0.928 OSCR : 68.424 AUROC_max_val (%): 83.666 AUROC_real (%): 71.536

Epoch 460/600
235/235 - 6s - loss: 0.8378 - accuracy: 0.9155 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5760224461555481
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.050 82.764 75.912 81.446 82.013
	Acc: 0.952 OSCR : 73.022 AUROC_max_val (%): 82.764 AUROC_real (%): 75.024

Epoch 461/600
235/235 - 6s - loss: 0.8372 - accuracy: 0.9173 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6686870455741882
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 80.801 74.513 77.254 80.952
	Acc: 0.948 OSCR : 72.963 AUROC_max_val (%): 80.801 AUROC_real (%): 75.040

Epoch 462/600
235/235 - 6s - loss: 0.8301 - accuracy: 0.9168 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5539432168006897
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.275 80.773 73.925 80.460 79.225
	Acc: 0.955 OSCR : 71.972 AUROC_max_val (%): 80.773 AUROC_real (%): 73.665

Epoch 463/600
235/235 - 6s - loss: 0.8184 - accuracy: 0.9175 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48259976506233215
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 85.273 78.400 84.793 83.550
	Acc: 0.960 OSCR : 76.252 AUROC_max_val (%): 85.273 AUROC_real (%): 77.846

Epoch 464/600
235/235 - 6s - loss: 0.8083 - accuracy: 0.9200 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5619993209838867
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.125 85.323 78.300 85.599 83.157
	Acc: 0.950 OSCR : 74.335 AUROC_max_val (%): 85.323 AUROC_real (%): 76.344

Epoch 465/600
235/235 - 6s - loss: 0.8176 - accuracy: 0.9175 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.634590208530426
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 84.983 78.062 85.711 82.253
	Acc: 0.947 OSCR : 72.007 AUROC_max_val (%): 84.983 AUROC_real (%): 74.124

Epoch 466/600
235/235 - 6s - loss: 0.8055 - accuracy: 0.9192 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5117266178131104
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.075 83.997 77.000 83.488 82.858
	Acc: 0.959 OSCR : 72.400 AUROC_max_val (%): 83.997 AUROC_real (%): 73.957

Epoch 467/600
235/235 - 6s - loss: 0.7938 - accuracy: 0.9220 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.716356098651886
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.975 82.928 76.125 82.960 80.705
	Acc: 0.947 OSCR : 70.948 AUROC_max_val (%): 82.928 AUROC_real (%): 72.978

Epoch 468/600
235/235 - 6s - loss: 0.8045 - accuracy: 0.9197 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7815470695495605
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 80.163 74.138 78.264 79.309
	Acc: 0.945 OSCR : 68.443 AUROC_max_val (%): 80.163 AUROC_real (%): 70.653

Epoch 469/600
235/235 - 6s - loss: 0.8092 - accuracy: 0.9189 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5444373488426208
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.725 84.086 77.050 83.655 82.396
	Acc: 0.955 OSCR : 73.395 AUROC_max_val (%): 84.086 AUROC_real (%): 75.137

Epoch 470/600
235/235 - 6s - loss: 0.7988 - accuracy: 0.9201 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5215376615524292
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.400 84.803 78.075 84.383 83.086
	Acc: 0.957 OSCR : 74.571 AUROC_max_val (%): 84.803 AUROC_real (%): 76.232

Epoch 471/600
235/235 - 6s - loss: 0.7866 - accuracy: 0.9206 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7219666838645935
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.975 81.013 75.588 77.270 80.975
	Acc: 0.947 OSCR : 73.487 AUROC_max_val (%): 81.013 AUROC_real (%): 75.794

Epoch 472/600
235/235 - 6s - loss: 0.7891 - accuracy: 0.9200 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5458324551582336
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.750 85.203 78.463 84.267 83.886
	Acc: 0.960 OSCR : 74.450 AUROC_max_val (%): 85.203 AUROC_real (%): 76.221

Epoch 473/600
235/235 - 6s - loss: 0.8003 - accuracy: 0.9190 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4743731617927551
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 84.968 77.775 84.945 83.215
	Acc: 0.958 OSCR : 73.430 AUROC_max_val (%): 84.968 AUROC_real (%): 75.027

Epoch 474/600
235/235 - 6s - loss: 0.8008 - accuracy: 0.9201 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5781326293945312
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 83.200 76.925 81.302 81.988
	Acc: 0.954 OSCR : 73.453 AUROC_max_val (%): 83.200 AUROC_real (%): 75.298

Epoch 475/600
235/235 - 6s - loss: 0.7822 - accuracy: 0.9197 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6096343994140625
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.950 85.055 77.900 85.706 82.544
	Acc: 0.952 OSCR : 71.245 AUROC_max_val (%): 85.055 AUROC_real (%): 73.135

Epoch 476/600
235/235 - 6s - loss: 0.7966 - accuracy: 0.9198 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6203080415725708
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.150 82.378 75.538 81.849 80.822
	Acc: 0.954 OSCR : 70.767 AUROC_max_val (%): 82.378 AUROC_real (%): 72.637

Epoch 477/600
235/235 - 6s - loss: 0.7829 - accuracy: 0.9219 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5752412676811218
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.925 84.568 77.550 84.341 83.340
	Acc: 0.950 OSCR : 72.766 AUROC_max_val (%): 84.568 AUROC_real (%): 74.756

Epoch 478/600
235/235 - 6s - loss: 0.7871 - accuracy: 0.9213 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5685485005378723
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 83.643 77.725 81.508 82.909
	Acc: 0.952 OSCR : 71.778 AUROC_max_val (%): 83.643 AUROC_real (%): 73.752

Epoch 479/600
235/235 - 6s - loss: 0.7653 - accuracy: 0.9224 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5788609385490417
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.675 84.748 77.862 84.595 82.960
	Acc: 0.951 OSCR : 71.235 AUROC_max_val (%): 84.748 AUROC_real (%): 73.022

Epoch 480/600
235/235 - 6s - loss: 0.7675 - accuracy: 0.9227 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5014655590057373
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.725 84.295 77.713 83.019 83.156
	Acc: 0.959 OSCR : 71.697 AUROC_max_val (%): 84.295 AUROC_real (%): 73.285

Epoch 481/600
235/235 - 6s - loss: 0.7498 - accuracy: 0.9236 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.46073389053344727
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.650 86.865 80.000 86.724 84.936
	Acc: 0.961 OSCR : 74.741 AUROC_max_val (%): 86.865 AUROC_real (%): 76.279

Epoch 482/600
235/235 - 6s - loss: 0.7521 - accuracy: 0.9247 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6270580291748047
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 85.869 79.000 86.177 83.699
	Acc: 0.953 OSCR : 72.003 AUROC_max_val (%): 85.869 AUROC_real (%): 73.901

Epoch 483/600
235/235 - 6s - loss: 0.7586 - accuracy: 0.9248 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5425315499305725
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.025 84.888 77.612 84.929 83.126
	Acc: 0.963 OSCR : 68.777 AUROC_max_val (%): 84.888 AUROC_real (%): 70.319

Epoch 484/600
235/235 - 6s - loss: 0.7527 - accuracy: 0.9248 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5321346521377563
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.450 85.844 78.400 85.488 84.456
	Acc: 0.959 OSCR : 71.705 AUROC_max_val (%): 85.844 AUROC_real (%): 73.417

Epoch 485/600
235/235 - 6s - loss: 0.7665 - accuracy: 0.9223 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5640493631362915
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.075 84.788 77.612 84.282 83.229
	Acc: 0.953 OSCR : 72.280 AUROC_max_val (%): 84.788 AUROC_real (%): 74.142

Epoch 486/600
235/235 - 6s - loss: 0.7536 - accuracy: 0.9242 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.561107337474823
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.650 85.358 78.275 85.429 83.261
	Acc: 0.953 OSCR : 70.660 AUROC_max_val (%): 85.358 AUROC_real (%): 72.360

Epoch 487/600
235/235 - 6s - loss: 0.7421 - accuracy: 0.9256 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.62690669298172
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.550 81.738 75.450 79.967 80.741
	Acc: 0.954 OSCR : 70.249 AUROC_max_val (%): 81.738 AUROC_real (%): 72.096

Epoch 488/600
235/235 - 6s - loss: 0.7380 - accuracy: 0.9256 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6019022464752197
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.150 81.406 75.150 79.901 80.179
	Acc: 0.953 OSCR : 74.280 AUROC_max_val (%): 81.406 AUROC_real (%): 76.232

Epoch 489/600
235/235 - 6s - loss: 0.7415 - accuracy: 0.9266 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5816560983657837
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.150 82.947 76.538 81.102 82.211
	Acc: 0.953 OSCR : 71.937 AUROC_max_val (%): 82.947 AUROC_real (%): 73.757

Epoch 490/600
235/235 - 6s - loss: 0.7355 - accuracy: 0.9258 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46113139390945435
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.725 84.910 78.638 83.571 83.990
	Acc: 0.963 OSCR : 74.842 AUROC_max_val (%): 84.910 AUROC_real (%): 76.317

Epoch 491/600
235/235 - 6s - loss: 0.7201 - accuracy: 0.9268 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5111292600631714
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.750 86.540 79.100 87.276 84.700
	Acc: 0.956 OSCR : 74.433 AUROC_max_val (%): 86.540 AUROC_real (%): 76.314

Epoch 492/600
235/235 - 6s - loss: 0.7132 - accuracy: 0.9299 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4983742833137512
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.575 83.893 76.900 83.189 82.297
	Acc: 0.958 OSCR : 71.880 AUROC_max_val (%): 83.893 AUROC_real (%): 73.491

Epoch 493/600
235/235 - 6s - loss: 0.7333 - accuracy: 0.9267 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.512492835521698
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.425 84.553 77.888 84.628 82.460
	Acc: 0.957 OSCR : 73.052 AUROC_max_val (%): 84.553 AUROC_real (%): 74.617

Epoch 494/600
235/235 - 6s - loss: 0.7249 - accuracy: 0.9265 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5351200103759766
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.150 84.778 78.162 83.895 83.792
	Acc: 0.956 OSCR : 72.724 AUROC_max_val (%): 84.778 AUROC_real (%): 74.597

Epoch 495/600
235/235 - 6s - loss: 0.7152 - accuracy: 0.9277 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45042845606803894
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.825 87.735 80.000 88.580 85.796
	Acc: 0.959 OSCR : 77.021 AUROC_max_val (%): 87.735 AUROC_real (%): 78.617

Epoch 496/600
235/235 - 6s - loss: 0.7158 - accuracy: 0.9287 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7108154892921448
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 78.772 73.075 75.705 78.449
	Acc: 0.953 OSCR : 71.033 AUROC_max_val (%): 78.772 AUROC_real (%): 72.919

Epoch 497/600
235/235 - 6s - loss: 0.7235 - accuracy: 0.9269 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5972903370857239
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.250 81.918 76.000 77.825 81.898
	Acc: 0.956 OSCR : 71.546 AUROC_max_val (%): 81.918 AUROC_real (%): 73.459

Epoch 498/600
235/235 - 6s - loss: 0.7261 - accuracy: 0.9265 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45332884788513184
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 85.270 78.538 84.525 84.242
	Acc: 0.962 OSCR : 74.108 AUROC_max_val (%): 85.270 AUROC_real (%): 75.697

Epoch 499/600
235/235 - 6s - loss: 0.7295 - accuracy: 0.9267 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.544560432434082
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 85.051 77.612 85.346 83.182
	Acc: 0.954 OSCR : 72.716 AUROC_max_val (%): 85.051 AUROC_real (%): 74.394

Epoch 500/600
235/235 - 6s - loss: 0.7139 - accuracy: 0.9283 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4442351162433624
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.125 85.839 78.688 85.662 84.051
	Acc: 0.961 OSCR : 75.569 AUROC_max_val (%): 85.839 AUROC_real (%): 77.130

Epoch 501/600
235/235 - 6s - loss: 0.7186 - accuracy: 0.9278 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47266682982444763
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.725 86.600 79.675 86.588 84.983
	Acc: 0.961 OSCR : 75.066 AUROC_max_val (%): 86.600 AUROC_real (%): 76.648

Epoch 502/600
235/235 - 6s - loss: 0.7123 - accuracy: 0.9284 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6385217308998108
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.175 81.971 75.500 80.016 80.988
	Acc: 0.957 OSCR : 68.983 AUROC_max_val (%): 81.971 AUROC_real (%): 70.698

Epoch 503/600
235/235 - 6s - loss: 0.6974 - accuracy: 0.9293 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4815601706504822
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.800 86.137 78.950 85.599 84.829
	Acc: 0.963 OSCR : 71.180 AUROC_max_val (%): 86.137 AUROC_real (%): 72.586

Epoch 504/600
235/235 - 6s - loss: 0.6946 - accuracy: 0.9312 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5152632594108582
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.625 85.819 79.362 85.745 84.064
	Acc: 0.958 OSCR : 73.557 AUROC_max_val (%): 85.819 AUROC_real (%): 75.209

Epoch 505/600
235/235 - 6s - loss: 0.7025 - accuracy: 0.9283 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5689616799354553
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 83.699 76.700 82.528 82.140
	Acc: 0.954 OSCR : 70.154 AUROC_max_val (%): 83.699 AUROC_real (%): 72.029

Epoch 506/600
235/235 - 6s - loss: 0.6877 - accuracy: 0.9310 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.446355402469635
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.750 86.005 78.938 85.700 84.648
	Acc: 0.963 OSCR : 76.020 AUROC_max_val (%): 86.005 AUROC_real (%): 77.597

Epoch 507/600
235/235 - 6s - loss: 0.6985 - accuracy: 0.9301 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.53043532371521
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.875 85.242 78.050 84.921 83.618
	Acc: 0.953 OSCR : 75.072 AUROC_max_val (%): 85.242 AUROC_real (%): 76.953

Epoch 508/600
235/235 - 6s - loss: 0.6905 - accuracy: 0.9306 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.463935524225235
	accuracy: 0.9627500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.050 86.507 79.362 86.420 84.976
	Acc: 0.963 OSCR : 72.818 AUROC_max_val (%): 86.507 AUROC_real (%): 74.310

Epoch 509/600
235/235 - 6s - loss: 0.6888 - accuracy: 0.9316 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5235192775726318
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.650 85.396 78.312 84.920 84.013
	Acc: 0.958 OSCR : 72.930 AUROC_max_val (%): 85.396 AUROC_real (%): 74.600

Epoch 510/600
235/235 - 6s - loss: 0.6821 - accuracy: 0.9312 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49858558177948
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.875 87.818 80.600 88.184 86.101
	Acc: 0.960 OSCR : 74.234 AUROC_max_val (%): 87.818 AUROC_real (%): 75.871

Epoch 511/600
235/235 - 6s - loss: 0.6773 - accuracy: 0.9312 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47071000933647156
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.225 85.054 78.050 84.134 84.070
	Acc: 0.962 OSCR : 74.508 AUROC_max_val (%): 85.054 AUROC_real (%): 76.183

Epoch 512/600
235/235 - 6s - loss: 0.6747 - accuracy: 0.9334 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5118268728256226
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.450 84.690 77.838 83.791 83.135
	Acc: 0.961 OSCR : 72.386 AUROC_max_val (%): 84.690 AUROC_real (%): 73.962

Epoch 513/600
235/235 - 6s - loss: 0.6663 - accuracy: 0.9332 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4791037440299988
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.500 87.500 80.225 87.703 85.852
	Acc: 0.962 OSCR : 73.404 AUROC_max_val (%): 87.500 AUROC_real (%): 74.972

Epoch 514/600
235/235 - 6s - loss: 0.6755 - accuracy: 0.9317 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5225928425788879
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.700 84.842 77.950 83.787 83.381
	Acc: 0.960 OSCR : 71.788 AUROC_max_val (%): 84.842 AUROC_real (%): 73.459

Epoch 515/600
235/235 - 6s - loss: 0.6713 - accuracy: 0.9329 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4717566967010498
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 83.878 77.200 82.214 83.228
	Acc: 0.963 OSCR : 72.378 AUROC_max_val (%): 83.878 AUROC_real (%): 73.927

Epoch 516/600
235/235 - 6s - loss: 0.6639 - accuracy: 0.9325 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47890979051589966
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 86.949 79.725 87.061 85.084
	Acc: 0.958 OSCR : 74.302 AUROC_max_val (%): 86.949 AUROC_real (%): 75.893

Epoch 517/600
235/235 - 6s - loss: 0.6427 - accuracy: 0.9355 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5158659815788269
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.650 86.905 79.263 86.744 85.976
	Acc: 0.960 OSCR : 70.483 AUROC_max_val (%): 86.905 AUROC_real (%): 72.104

Epoch 518/600
235/235 - 6s - loss: 0.6515 - accuracy: 0.9335 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47431161999702454
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.025 84.284 77.763 83.255 82.729
	Acc: 0.960 OSCR : 72.755 AUROC_max_val (%): 84.284 AUROC_real (%): 74.329

Epoch 519/600
235/235 - 6s - loss: 0.6408 - accuracy: 0.9358 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5103505253791809
	accuracy: 0.9627500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.175 84.243 77.087 82.943 83.655
	Acc: 0.963 OSCR : 70.496 AUROC_max_val (%): 84.243 AUROC_real (%): 72.011

Epoch 520/600
235/235 - 6s - loss: 0.6539 - accuracy: 0.9339 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4398289918899536
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.075 86.529 79.425 86.411 85.236
	Acc: 0.965 OSCR : 73.244 AUROC_max_val (%): 86.529 AUROC_real (%): 74.697

Epoch 521/600
235/235 - 6s - loss: 0.6459 - accuracy: 0.9348 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5107263922691345
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.650 85.804 78.625 85.988 83.685
	Acc: 0.958 OSCR : 73.137 AUROC_max_val (%): 85.804 AUROC_real (%): 74.757

Epoch 522/600
235/235 - 6s - loss: 0.6483 - accuracy: 0.9343 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5253889560699463
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.775 83.088 76.688 80.893 82.925
	Acc: 0.959 OSCR : 73.659 AUROC_max_val (%): 83.088 AUROC_real (%): 75.420

Epoch 523/600
235/235 - 6s - loss: 0.6431 - accuracy: 0.9352 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.42535263299942017
	accuracy: 0.9647499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.550 86.253 79.150 85.672 85.009
	Acc: 0.965 OSCR : 76.563 AUROC_max_val (%): 86.253 AUROC_real (%): 78.016

Epoch 524/600
235/235 - 6s - loss: 0.6429 - accuracy: 0.9348 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.474704384803772
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.200 86.008 79.062 85.347 85.287
	Acc: 0.959 OSCR : 72.432 AUROC_max_val (%): 86.008 AUROC_real (%): 74.022

Epoch 525/600
235/235 - 6s - loss: 0.6384 - accuracy: 0.9355 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46570995450019836
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.275 86.570 79.075 86.355 85.299
	Acc: 0.961 OSCR : 74.962 AUROC_max_val (%): 86.570 AUROC_real (%): 76.617

Epoch 526/600
235/235 - 6s - loss: 0.6373 - accuracy: 0.9347 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48098739981651306
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.025 83.562 77.400 81.565 83.124
	Acc: 0.960 OSCR : 73.474 AUROC_max_val (%): 83.562 AUROC_real (%): 75.175

Epoch 527/600
235/235 - 6s - loss: 0.6311 - accuracy: 0.9361 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45187726616859436
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.750 86.816 80.000 86.367 85.694
	Acc: 0.964 OSCR : 74.796 AUROC_max_val (%): 86.816 AUROC_real (%): 76.362

Epoch 528/600
235/235 - 6s - loss: 0.6424 - accuracy: 0.9353 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4674862027168274
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.425 85.643 78.800 85.115 83.964
	Acc: 0.964 OSCR : 74.072 AUROC_max_val (%): 85.643 AUROC_real (%): 75.565

Epoch 529/600
235/235 - 6s - loss: 0.6310 - accuracy: 0.9367 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4684913754463196
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 84.957 78.050 83.848 83.826
	Acc: 0.961 OSCR : 72.988 AUROC_max_val (%): 84.957 AUROC_real (%): 74.469

Epoch 530/600
235/235 - 6s - loss: 0.6197 - accuracy: 0.9358 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4993443191051483
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.450 84.286 77.700 82.878 83.621
	Acc: 0.960 OSCR : 73.720 AUROC_max_val (%): 84.286 AUROC_real (%): 75.423

Epoch 531/600
235/235 - 6s - loss: 0.6131 - accuracy: 0.9371 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4155578315258026
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.875 84.157 77.600 82.537 82.771
	Acc: 0.965 OSCR : 76.093 AUROC_max_val (%): 84.157 AUROC_real (%): 77.376

Epoch 532/600
235/235 - 6s - loss: 0.6236 - accuracy: 0.9364 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4022233784198761
	accuracy: 0.9662500023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.550 87.321 79.938 87.315 85.518
	Acc: 0.966 OSCR : 76.570 AUROC_max_val (%): 87.321 AUROC_real (%): 77.836

Epoch 533/600
235/235 - 6s - loss: 0.6225 - accuracy: 0.9364 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.38675031065940857
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.075 87.256 79.800 87.407 86.003
	Acc: 0.965 OSCR : 74.915 AUROC_max_val (%): 87.256 AUROC_real (%): 76.200

Epoch 534/600
235/235 - 6s - loss: 0.6090 - accuracy: 0.9381 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45184317231178284
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.850 85.508 78.650 84.640 84.542
	Acc: 0.962 OSCR : 73.676 AUROC_max_val (%): 85.508 AUROC_real (%): 75.171

Epoch 535/600
235/235 - 6s - loss: 0.6096 - accuracy: 0.9390 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4504586458206177
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 86.030 78.913 85.316 84.965
	Acc: 0.962 OSCR : 74.440 AUROC_max_val (%): 86.030 AUROC_real (%): 75.978

Epoch 536/600
235/235 - 6s - loss: 0.6106 - accuracy: 0.9390 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4497228264808655
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.975 84.479 77.950 82.070 84.065
	Acc: 0.960 OSCR : 75.270 AUROC_max_val (%): 84.479 AUROC_real (%): 76.859

Epoch 537/600
235/235 - 6s - loss: 0.6058 - accuracy: 0.9389 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4554510712623596
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.675 85.869 79.325 84.873 84.674
	Acc: 0.962 OSCR : 74.310 AUROC_max_val (%): 85.869 AUROC_real (%): 75.800

Epoch 538/600
235/235 - 6s - loss: 0.6066 - accuracy: 0.9383 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43278399109840393
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.675 86.512 79.188 86.371 85.205
	Acc: 0.962 OSCR : 75.099 AUROC_max_val (%): 86.512 AUROC_real (%): 76.556

Epoch 539/600
235/235 - 6s - loss: 0.5786 - accuracy: 0.9424 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43223676085472107
	accuracy: 0.9647499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.125 86.795 79.850 86.400 85.662
	Acc: 0.965 OSCR : 74.833 AUROC_max_val (%): 86.795 AUROC_real (%): 76.229

Epoch 540/600
235/235 - 6s - loss: 0.5967 - accuracy: 0.9401 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4559231400489807
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.150 86.780 79.925 86.494 84.998
	Acc: 0.964 OSCR : 73.801 AUROC_max_val (%): 86.780 AUROC_real (%): 75.191

Epoch 541/600
235/235 - 6s - loss: 0.5925 - accuracy: 0.9403 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4333728849887848
	accuracy: 0.9632499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.325 84.520 77.812 83.719 83.292
	Acc: 0.963 OSCR : 73.887 AUROC_max_val (%): 84.520 AUROC_real (%): 75.288

Epoch 542/600
235/235 - 6s - loss: 0.5980 - accuracy: 0.9398 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48273488879203796
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.125 86.446 79.250 86.370 84.939
	Acc: 0.961 OSCR : 73.610 AUROC_max_val (%): 86.446 AUROC_real (%): 75.185

Epoch 543/600
235/235 - 6s - loss: 0.5934 - accuracy: 0.9397 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44714605808258057
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.150 86.005 79.138 85.554 84.465
	Acc: 0.964 OSCR : 74.726 AUROC_max_val (%): 86.005 AUROC_real (%): 76.177

Epoch 544/600
235/235 - 6s - loss: 0.5836 - accuracy: 0.9410 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4710409343242645
	accuracy: 0.9635000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 86.365 79.200 85.966 84.907
	Acc: 0.964 OSCR : 72.530 AUROC_max_val (%): 86.365 AUROC_real (%): 73.925

Epoch 545/600
235/235 - 6s - loss: 0.5854 - accuracy: 0.9408 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48253360390663147
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.850 84.261 77.550 82.661 83.746
	Acc: 0.962 OSCR : 73.195 AUROC_max_val (%): 84.261 AUROC_real (%): 74.695

Epoch 546/600
235/235 - 6s - loss: 0.5789 - accuracy: 0.9423 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4054388999938965
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.325 87.159 80.100 86.917 85.948
	Acc: 0.965 OSCR : 75.328 AUROC_max_val (%): 87.159 AUROC_real (%): 76.668

Epoch 547/600
235/235 - 6s - loss: 0.5970 - accuracy: 0.9388 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.3977804183959961
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 86.493 79.375 85.878 85.243
	Acc: 0.965 OSCR : 77.062 AUROC_max_val (%): 86.493 AUROC_real (%): 78.475

Epoch 548/600
235/235 - 6s - loss: 0.5738 - accuracy: 0.9414 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41577476263046265
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.825 87.639 80.425 87.633 86.502
	Acc: 0.965 OSCR : 75.542 AUROC_max_val (%): 87.639 AUROC_real (%): 76.975

Epoch 549/600
235/235 - 6s - loss: 0.5758 - accuracy: 0.9415 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4340047538280487
	accuracy: 0.9632499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.125 88.056 81.088 88.151 86.626
	Acc: 0.963 OSCR : 73.537 AUROC_max_val (%): 88.056 AUROC_real (%): 74.953

Epoch 550/600
235/235 - 6s - loss: 0.5818 - accuracy: 0.9420 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43210405111312866
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.525 86.648 79.638 85.947 85.448
	Acc: 0.964 OSCR : 74.430 AUROC_max_val (%): 86.648 AUROC_real (%): 75.810

Epoch 551/600
235/235 - 6s - loss: 0.5845 - accuracy: 0.9408 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4389270544052124
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.675 86.206 79.000 85.670 84.950
	Acc: 0.964 OSCR : 76.106 AUROC_max_val (%): 86.206 AUROC_real (%): 77.588

Epoch 552/600
235/235 - 6s - loss: 0.5847 - accuracy: 0.9403 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.428270548582077
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.200 87.521 80.138 87.529 85.919
	Acc: 0.967 OSCR : 73.931 AUROC_max_val (%): 87.521 AUROC_real (%): 75.205

Epoch 553/600
235/235 - 6s - loss: 0.5626 - accuracy: 0.9437 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4218665361404419
	accuracy: 0.9667500257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.500 87.068 79.725 86.738 85.924
	Acc: 0.967 OSCR : 75.382 AUROC_max_val (%): 87.068 AUROC_real (%): 76.786

Epoch 554/600
235/235 - 6s - loss: 0.5749 - accuracy: 0.9436 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.42671146988868713
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.725 86.703 79.625 85.910 85.809
	Acc: 0.965 OSCR : 74.464 AUROC_max_val (%): 86.703 AUROC_real (%): 75.867

Epoch 555/600
235/235 - 6s - loss: 0.5705 - accuracy: 0.9420 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40060874819755554
	accuracy: 0.9664999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.475 88.146 81.050 87.929 86.857
	Acc: 0.967 OSCR : 76.859 AUROC_max_val (%): 88.146 AUROC_real (%): 78.215

Epoch 556/600
235/235 - 6s - loss: 0.5681 - accuracy: 0.9424 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4264107942581177
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.150 87.283 80.100 86.802 86.187
	Acc: 0.965 OSCR : 75.711 AUROC_max_val (%): 87.283 AUROC_real (%): 77.147

Epoch 557/600
235/235 - 6s - loss: 0.5619 - accuracy: 0.9439 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.3987586498260498
	accuracy: 0.9667500257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.900 87.874 80.463 87.753 86.520
	Acc: 0.967 OSCR : 75.834 AUROC_max_val (%): 87.874 AUROC_real (%): 77.211

Epoch 558/600
235/235 - 6s - loss: 0.5630 - accuracy: 0.9426 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40758368372917175
	accuracy: 0.9672499895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.275 87.823 80.425 87.955 86.258
	Acc: 0.967 OSCR : 75.420 AUROC_max_val (%): 87.823 AUROC_real (%): 76.759

Epoch 559/600
235/235 - 6s - loss: 0.5573 - accuracy: 0.9439 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40936505794525146
	accuracy: 0.9677500128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    49.600 88.656 81.300 88.803 87.358
	Acc: 0.968 OSCR : 74.791 AUROC_max_val (%): 88.656 AUROC_real (%): 76.172

Epoch 560/600
235/235 - 6s - loss: 0.5556 - accuracy: 0.9436 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40424948930740356
	accuracy: 0.965499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.850 86.702 79.813 85.767 85.860
	Acc: 0.966 OSCR : 76.336 AUROC_max_val (%): 86.702 AUROC_real (%): 77.745

Epoch 561/600
235/235 - 6s - loss: 0.5454 - accuracy: 0.9449 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4352295696735382
	accuracy: 0.9662500023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.350 86.999 79.812 86.149 86.095
	Acc: 0.966 OSCR : 73.636 AUROC_max_val (%): 86.999 AUROC_real (%): 75.064

Epoch 562/600
235/235 - 6s - loss: 0.5596 - accuracy: 0.9437 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40800267457962036
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.325 86.655 79.850 86.056 85.550
	Acc: 0.966 OSCR : 75.364 AUROC_max_val (%): 86.655 AUROC_real (%): 76.745

Epoch 563/600
235/235 - 6s - loss: 0.5388 - accuracy: 0.9459 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.422221839427948
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.300 87.094 80.250 86.282 86.139
	Acc: 0.965 OSCR : 75.176 AUROC_max_val (%): 87.094 AUROC_real (%): 76.594

Epoch 564/600
235/235 - 6s - loss: 0.5534 - accuracy: 0.9444 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41037601232528687
	accuracy: 0.9679999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.150 87.358 80.513 86.564 86.396
	Acc: 0.968 OSCR : 75.395 AUROC_max_val (%): 87.358 AUROC_real (%): 76.751

Epoch 565/600
235/235 - 6s - loss: 0.5411 - accuracy: 0.9447 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43879735469818115
	accuracy: 0.9632499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.850 87.202 80.425 86.527 86.045
	Acc: 0.963 OSCR : 74.500 AUROC_max_val (%): 87.202 AUROC_real (%): 75.936

Epoch 566/600
235/235 - 6s - loss: 0.5574 - accuracy: 0.9435 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4393675625324249
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.200 87.370 80.062 86.785 86.382
	Acc: 0.965 OSCR : 74.783 AUROC_max_val (%): 87.370 AUROC_real (%): 76.198

Epoch 567/600
235/235 - 6s - loss: 0.5605 - accuracy: 0.9433 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.3852158784866333
	accuracy: 0.9672499895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.600 87.892 81.125 87.505 86.832
	Acc: 0.967 OSCR : 76.435 AUROC_max_val (%): 87.892 AUROC_real (%): 77.733

Epoch 568/600
235/235 - 6s - loss: 0.5558 - accuracy: 0.9432 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40789279341697693
	accuracy: 0.9672499895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.625 87.230 80.562 86.493 85.986
	Acc: 0.967 OSCR : 75.052 AUROC_max_val (%): 87.230 AUROC_real (%): 76.338

Epoch 569/600
235/235 - 6s - loss: 0.5500 - accuracy: 0.9453 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4042961597442627
	accuracy: 0.9672499895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.525 86.349 79.925 85.026 85.579
	Acc: 0.967 OSCR : 75.517 AUROC_max_val (%): 86.349 AUROC_real (%): 76.819

Epoch 570/600
235/235 - 6s - loss: 0.5496 - accuracy: 0.9452 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4235914349555969
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.625 86.623 79.900 85.657 85.639
	Acc: 0.964 OSCR : 75.397 AUROC_max_val (%): 86.623 AUROC_real (%): 76.771

Epoch 571/600
235/235 - 6s - loss: 0.5341 - accuracy: 0.9455 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4445345103740692
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.475 87.070 80.375 86.284 85.891
	Acc: 0.967 OSCR : 73.594 AUROC_max_val (%): 87.070 AUROC_real (%): 74.942

Epoch 572/600
235/235 - 6s - loss: 0.5266 - accuracy: 0.9474 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4366470277309418
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.425 87.257 80.663 86.545 86.084
	Acc: 0.964 OSCR : 74.869 AUROC_max_val (%): 87.257 AUROC_real (%): 76.271

Epoch 573/600
235/235 - 6s - loss: 0.5458 - accuracy: 0.9443 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4433710277080536
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.225 87.522 80.537 87.108 86.398
	Acc: 0.964 OSCR : 74.971 AUROC_max_val (%): 87.522 AUROC_real (%): 76.404

Epoch 574/600
235/235 - 6s - loss: 0.5510 - accuracy: 0.9438 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43422436714172363
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.225 87.015 80.112 86.294 85.966
	Acc: 0.964 OSCR : 75.392 AUROC_max_val (%): 87.015 AUROC_real (%): 76.839

Epoch 575/600
235/235 - 6s - loss: 0.5446 - accuracy: 0.9448 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4244841933250427
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.875 86.860 80.200 86.100 85.910
	Acc: 0.964 OSCR : 75.449 AUROC_max_val (%): 86.860 AUROC_real (%): 76.907

Epoch 576/600
235/235 - 6s - loss: 0.5365 - accuracy: 0.9458 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4189666509628296
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.200 86.867 80.200 86.030 85.896
	Acc: 0.965 OSCR : 75.140 AUROC_max_val (%): 86.867 AUROC_real (%): 76.525

Epoch 577/600
235/235 - 6s - loss: 0.5403 - accuracy: 0.9450 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41934895515441895
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.725 87.703 80.825 87.274 86.572
	Acc: 0.965 OSCR : 75.151 AUROC_max_val (%): 87.703 AUROC_real (%): 76.541

Epoch 578/600
235/235 - 6s - loss: 0.5448 - accuracy: 0.9443 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4143024682998657
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.700 87.051 80.025 86.248 86.200
	Acc: 0.966 OSCR : 75.501 AUROC_max_val (%): 87.051 AUROC_real (%): 76.899

Epoch 579/600
235/235 - 6s - loss: 0.5437 - accuracy: 0.9457 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4160875380039215
	accuracy: 0.965499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.075 87.505 80.425 87.089 86.331
	Acc: 0.966 OSCR : 75.632 AUROC_max_val (%): 87.505 AUROC_real (%): 77.013

Epoch 580/600
235/235 - 6s - loss: 0.5278 - accuracy: 0.9469 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40820828080177307
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.400 87.386 80.475 86.961 86.150
	Acc: 0.966 OSCR : 75.055 AUROC_max_val (%): 87.386 AUROC_real (%): 76.392

Epoch 581/600
235/235 - 6s - loss: 0.5293 - accuracy: 0.9456 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40828293561935425
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.450 87.618 80.775 87.188 86.386
	Acc: 0.964 OSCR : 75.441 AUROC_max_val (%): 87.618 AUROC_real (%): 76.799

Epoch 582/600
235/235 - 6s - loss: 0.5346 - accuracy: 0.9464 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40095677971839905
	accuracy: 0.965499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.975 87.538 80.675 86.927 86.419
	Acc: 0.966 OSCR : 75.511 AUROC_max_val (%): 87.538 AUROC_real (%): 76.844

Epoch 583/600
235/235 - 6s - loss: 0.5270 - accuracy: 0.9469 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40163516998291016
	accuracy: 0.965499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.350 87.134 80.300 86.341 86.012
	Acc: 0.966 OSCR : 75.440 AUROC_max_val (%): 87.134 AUROC_real (%): 76.769

Epoch 584/600
235/235 - 6s - loss: 0.5171 - accuracy: 0.9478 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4111335277557373
	accuracy: 0.965499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.850 87.174 80.375 86.504 85.975
	Acc: 0.966 OSCR : 75.398 AUROC_max_val (%): 87.174 AUROC_real (%): 76.747

Epoch 585/600
235/235 - 6s - loss: 0.5374 - accuracy: 0.9459 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4006129801273346
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.825 87.953 80.888 87.629 86.653
	Acc: 0.966 OSCR : 75.904 AUROC_max_val (%): 87.953 AUROC_real (%): 77.267

Epoch 586/600
235/235 - 6s - loss: 0.5246 - accuracy: 0.9472 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4031403064727783
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.825 87.344 80.438 86.697 86.186
	Acc: 0.966 OSCR : 75.736 AUROC_max_val (%): 87.344 AUROC_real (%): 77.083

Epoch 587/600
235/235 - 6s - loss: 0.5232 - accuracy: 0.9473 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4062756597995758
	accuracy: 0.965499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.325 87.128 80.362 86.339 86.075
	Acc: 0.966 OSCR : 75.626 AUROC_max_val (%): 87.128 AUROC_real (%): 76.987

Epoch 588/600
235/235 - 6s - loss: 0.5301 - accuracy: 0.9463 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.39462196826934814
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.925 87.561 80.600 86.924 86.404
	Acc: 0.965 OSCR : 76.196 AUROC_max_val (%): 87.561 AUROC_real (%): 77.539

Epoch 589/600
235/235 - 6s - loss: 0.5231 - accuracy: 0.9476 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.39048469066619873
	accuracy: 0.9664999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.650 87.558 80.725 86.900 86.448
	Acc: 0.967 OSCR : 75.977 AUROC_max_val (%): 87.558 AUROC_real (%): 77.300

Epoch 590/600
235/235 - 6s - loss: 0.5256 - accuracy: 0.9476 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4035117030143738
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.300 87.483 80.613 86.833 86.350
	Acc: 0.964 OSCR : 75.664 AUROC_max_val (%): 87.483 AUROC_real (%): 77.022

Epoch 591/600
235/235 - 6s - loss: 0.5310 - accuracy: 0.9454 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4055509865283966
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.825 87.283 80.513 86.489 86.227
	Acc: 0.965 OSCR : 75.614 AUROC_max_val (%): 87.283 AUROC_real (%): 76.967

Epoch 592/600
235/235 - 6s - loss: 0.5156 - accuracy: 0.9474 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.3994622528553009
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.300 87.317 80.487 86.509 86.272
	Acc: 0.966 OSCR : 75.865 AUROC_max_val (%): 87.317 AUROC_real (%): 77.198

Epoch 593/600
235/235 - 6s - loss: 0.5204 - accuracy: 0.9472 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.3876672387123108
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.850 87.578 80.675 86.871 86.474
	Acc: 0.966 OSCR : 76.593 AUROC_max_val (%): 87.578 AUROC_real (%): 77.924

Epoch 594/600
235/235 - 6s - loss: 0.5291 - accuracy: 0.9464 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.397261381149292
	accuracy: 0.965499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.025 87.415 80.538 86.703 86.307
	Acc: 0.966 OSCR : 75.773 AUROC_max_val (%): 87.415 AUROC_real (%): 77.102

Epoch 595/600
235/235 - 6s - loss: 0.5304 - accuracy: 0.9471 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.39430487155914307
	accuracy: 0.965499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.100 87.512 80.712 86.832 86.401
	Acc: 0.966 OSCR : 75.965 AUROC_max_val (%): 87.512 AUROC_real (%): 77.296

Epoch 596/600
235/235 - 6s - loss: 0.5349 - accuracy: 0.9451 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.3963869512081146
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.350 87.310 80.538 86.518 86.263
	Acc: 0.965 OSCR : 75.685 AUROC_max_val (%): 87.310 AUROC_real (%): 77.012

Epoch 597/600
235/235 - 6s - loss: 0.5236 - accuracy: 0.9485 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.3962099850177765
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.125 87.331 80.537 86.552 86.264
	Acc: 0.965 OSCR : 75.877 AUROC_max_val (%): 87.331 AUROC_real (%): 77.213

Epoch 598/600
235/235 - 6s - loss: 0.5372 - accuracy: 0.9450 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.39928752183914185
	accuracy: 0.965499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.425 87.351 80.513 86.603 86.260
	Acc: 0.966 OSCR : 75.709 AUROC_max_val (%): 87.351 AUROC_real (%): 77.044

Epoch 599/600
235/235 - 6s - loss: 0.5288 - accuracy: 0.9473 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.39917662739753723
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.275 87.359 80.550 86.595 86.284
	Acc: 0.965 OSCR : 75.678 AUROC_max_val (%): 87.359 AUROC_real (%): 77.013

Epoch 600/600
235/235 - 6s - loss: 0.5198 - accuracy: 0.9469 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.39590075612068176
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.575 87.382 80.562 86.629 86.310
	Acc: 0.965 OSCR : 75.881 AUROC_max_val (%): 87.382 AUROC_real (%): 77.216

--- Execution time : 1:08:24.909346 ---
Closed set loss: 0.39590076
Closed set metrics:
accuracy: 0.9652500152587891 

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W0905 07:24:36.939822 23309729461952 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 07:24:36.940572 23309729461952 utils.py:108] Saving model in results/benchmark_osr//standard_vgg32/dist/cifar10//split-1/nb_f-5/anchor_mul-10/max_d-12.649/model.save
WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
W0905 07:24:36.940714 23309729461952 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 07:24:38.601901 23309729461952 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/cifar10//split-1/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 07:24:39.090230 23309729461952 builder_impl.py:797] Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar10//split-1/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 07:24:39.153107 23309729461952 utils.py:112] Saving history in results/benchmark_osr//standard_vgg32/dist/cifar10//split-1/nb_f-5/anchor_mul-10/max_d-12.649/history.pkl
AUROC score: 0.7721560624999999
