I0905 08:04:04.007211 23083308816064 utils.py:90] Saving flags in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-3/nb_f-5/anchor_mul-10/max_d-12.649/flags.txt
I0905 08:04:04.015717 23083308816064 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 08:04:04.022592 23083308816064 dataset_builder.py:528] Reusing dataset cifar10 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2)
I0905 08:04:05.620894 23083308816064 logging_logger.py:49] Constructing tf.data.Dataset cifar10 for split ['train', 'test'], from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 08:04:05.621867 23083308816064 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2
I0905 08:04:05.626645 23083308816064 dataset_builder.py:528] Reusing dataset cifar100 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2)
I0905 08:04:05.659385 23083308816064 logging_logger.py:49] Constructing tf.data.Dataset cifar100 for split ['test'], from /home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2
nb_train_examples: 20000
ds_test_k_size: 1000
ds_test_uk_size: 1000
Dataset: cifar+10
Known classes: [0, 1, 8, 9]
Unknown classes: [95, 60, 30, 73, 46, 49, 68, 99, 8, 71]
--- Data preprocessing time : 0:00:08.273639 ---
Model: "model"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_2 (InputLayer)        [(None, 32, 32, 3)]       0         
                                                                 
 rescaling (Rescaling)       (None, 32, 32, 3)         0         
                                                                 
 normalization (Normalizatio  (None, 32, 32, 3)        0         
 n)                                                              
                                                                 
 dropout (Dropout)           (None, 32, 32, 3)         0         
                                                                 
 conv2d (Conv2D)             (None, 32, 32, 64)        1728      
                                                                 
 batch_normalization (BatchN  (None, 32, 32, 64)       256       
 ormalization)                                                   
                                                                 
 leaky_re_lu (LeakyReLU)     (None, 32, 32, 64)        0         
                                                                 
 conv2d_1 (Conv2D)           (None, 32, 32, 64)        36864     
                                                                 
 batch_normalization_1 (Batc  (None, 32, 32, 64)       256       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_1 (LeakyReLU)   (None, 32, 32, 64)        0         
                                                                 
 conv2d_2 (Conv2D)           (None, 16, 16, 128)       73728     
                                                                 
 batch_normalization_2 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_2 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 dropout_1 (Dropout)         (None, 16, 16, 128)       0         
                                                                 
 conv2d_3 (Conv2D)           (None, 16, 16, 128)       147456    
                                                                 
 batch_normalization_3 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_3 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 conv2d_4 (Conv2D)           (None, 16, 16, 128)       147456    
                                                                 
 batch_normalization_4 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_4 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 conv2d_5 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_5 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_5 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 dropout_2 (Dropout)         (None, 8, 8, 128)         0         
                                                                 
 conv2d_6 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_6 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_6 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 conv2d_7 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_7 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_7 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 conv2d_8 (Conv2D)           (None, 4, 4, 128)         147456    
                                                                 
 batch_normalization_8 (Batc  (None, 4, 4, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_8 (LeakyReLU)   (None, 4, 4, 128)         0         
                                                                 
 conv2d_9 (Conv2D)           (None, 4, 4, 20)          23040     
                                                                 
 features_layer (GlobalAvera  (None, 20)               0         
 gePooling2D)                                                    
                                                                 
=================================================================
Total params: 1,024,192
Trainable params: 1,022,144
Non-trainable params: 2,048
_________________________________________________________________
Using cosine_restart_warmup scheduler
2023-09-05 08:04:14.901860: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inmodel/dropout_1/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
2023-09-05 08:04:22.183331: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inmodel/dropout_1/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
Linear step: 0.009928503261272714
Warmup lrs: tf.Tensor(
[9.9999997e-05 1.0028503e-02 1.9957006e-02 2.9885510e-02 3.9814014e-02
 4.9742516e-02 5.9671018e-02 6.9599524e-02 7.9528026e-02 8.9456528e-02
 9.9385031e-02], shape=(11,), dtype=float32)
Training with loss: dist
Epoch  1/600
157/157 - 10s - loss: 8.8596 - accuracy: 0.2579 - 10s/epoch - 64ms/step
Test results :
	Loss (on known):8.76081657409668
	accuracy: 0.27799999713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     5.200 48.309 50.850 48.364 49.862
	Acc: 0.278 OSCR : 15.731 AUROC_max_val (%): 48.309 AUROC_real (%): 51.931

Epoch  2/600
157/157 - 3s - loss: 5.5971 - accuracy: 0.4239 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):6.777726650238037
	accuracy: 0.44200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     6.000 59.597 59.400 58.401 55.775
	Acc: 0.442 OSCR : 25.024 AUROC_max_val (%): 59.597 AUROC_real (%): 52.859

Epoch  3/600
157/157 - 3s - loss: 4.5549 - accuracy: 0.5347 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):3.953805685043335
	accuracy: 0.6420000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.700 60.706 58.350 59.443 60.394
	Acc: 0.642 OSCR : 38.319 AUROC_max_val (%): 60.706 AUROC_real (%): 54.046

Epoch  4/600
157/157 - 3s - loss: 4.0236 - accuracy: 0.5883 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):4.195023536682129
	accuracy: 0.6600000262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.200 64.978 61.500 65.733 63.612
	Acc: 0.660 OSCR : 41.325 AUROC_max_val (%): 64.978 AUROC_real (%): 58.213

Epoch  5/600
157/157 - 3s - loss: 3.6564 - accuracy: 0.6226 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):3.4166204929351807
	accuracy: 0.7099999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     6.600 62.454 59.700 65.323 58.282
	Acc: 0.710 OSCR : 44.390 AUROC_max_val (%): 62.454 AUROC_real (%): 54.951

Epoch  6/600
157/157 - 3s - loss: 3.3457 - accuracy: 0.6587 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):6.498502731323242
	accuracy: 0.6060000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.000 70.874 67.000 73.561 65.504
	Acc: 0.606 OSCR : 28.581 AUROC_max_val (%): 70.874 AUROC_real (%): 42.552

Epoch  7/600
157/157 - 3s - loss: 3.1158 - accuracy: 0.6845 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.9784421920776367
	accuracy: 0.734000027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     7.700 63.606 60.800 66.203 59.584
	Acc: 0.734 OSCR : 44.840 AUROC_max_val (%): 63.606 AUROC_real (%): 55.218

Epoch  8/600
157/157 - 3s - loss: 2.9437 - accuracy: 0.7024 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):3.0976574420928955
	accuracy: 0.7760000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.600 70.754 66.500 74.420 64.726
	Acc: 0.776 OSCR : 50.410 AUROC_max_val (%): 70.754 AUROC_real (%): 60.218

Epoch  9/600
157/157 - 3s - loss: 2.7609 - accuracy: 0.7159 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):4.1071391105651855
	accuracy: 0.7440000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.900 66.148 61.300 68.330 64.313
	Acc: 0.744 OSCR : 40.779 AUROC_max_val (%): 66.148 AUROC_real (%): 51.843

Epoch 10/600
157/157 - 3s - loss: 2.6944 - accuracy: 0.7265 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.5784201622009277
	accuracy: 0.7770000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     5.900 63.123 61.150 68.171 58.184
	Acc: 0.777 OSCR : 47.800 AUROC_max_val (%): 63.123 AUROC_real (%): 55.702

Epoch 11/600
157/157 - 3s - loss: 2.5472 - accuracy: 0.7387 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.9885917901992798
	accuracy: 0.8349999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.500 73.508 69.000 77.073 67.679
	Acc: 0.835 OSCR : 56.342 AUROC_max_val (%): 73.508 AUROC_real (%): 63.074

Epoch 12/600
157/157 - 3s - loss: 2.4315 - accuracy: 0.7492 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.8270074129104614
	accuracy: 0.8450000286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.100 75.247 69.950 77.082 71.537
	Acc: 0.845 OSCR : 61.352 AUROC_max_val (%): 75.247 AUROC_real (%): 68.163

Epoch 13/600
157/157 - 3s - loss: 2.3055 - accuracy: 0.7631 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.7300844192504883
	accuracy: 0.8399999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.700 73.856 67.950 75.818 69.824
	Acc: 0.840 OSCR : 60.010 AUROC_max_val (%): 73.856 AUROC_real (%): 66.896

Epoch 14/600
157/157 - 3s - loss: 2.2689 - accuracy: 0.7681 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.485548257827759
	accuracy: 0.8270000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.300 76.403 70.450 78.936 72.546
	Acc: 0.827 OSCR : 49.669 AUROC_max_val (%): 76.403 AUROC_real (%): 56.280

Epoch 15/600
157/157 - 3s - loss: 2.2415 - accuracy: 0.7706 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.8787925243377686
	accuracy: 0.8379999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.400 75.656 70.050 78.520 71.022
	Acc: 0.838 OSCR : 61.436 AUROC_max_val (%): 75.656 AUROC_real (%): 68.643

Epoch 16/600
157/157 - 3s - loss: 2.1567 - accuracy: 0.7798 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.5474860668182373
	accuracy: 0.8579999804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.200 76.748 70.450 78.995 73.030
	Acc: 0.858 OSCR : 63.649 AUROC_max_val (%): 76.748 AUROC_real (%): 70.166

Epoch 17/600
157/157 - 3s - loss: 2.1278 - accuracy: 0.7818 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2696377038955688
	accuracy: 0.8790000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.400 73.197 68.650 74.987 68.773
	Acc: 0.879 OSCR : 64.938 AUROC_max_val (%): 73.197 AUROC_real (%): 69.526

Epoch 18/600
157/157 - 3s - loss: 2.0784 - accuracy: 0.7844 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.738405704498291
	accuracy: 0.8560000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.600 71.486 67.350 75.364 65.638
	Acc: 0.856 OSCR : 59.364 AUROC_max_val (%): 71.486 AUROC_real (%): 65.115

Epoch 19/600
157/157 - 3s - loss: 2.0470 - accuracy: 0.7872 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.6779098510742188
	accuracy: 0.8379999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.200 70.848 67.400 75.361 64.630
	Acc: 0.838 OSCR : 49.010 AUROC_max_val (%): 70.848 AUROC_real (%): 56.959

Epoch 20/600
157/157 - 3s - loss: 1.9630 - accuracy: 0.7989 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.6714777946472168
	accuracy: 0.8659999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.200 79.120 72.650 81.884 73.721
	Acc: 0.866 OSCR : 61.897 AUROC_max_val (%): 79.120 AUROC_real (%): 67.965

Epoch 21/600
157/157 - 3s - loss: 1.9277 - accuracy: 0.8012 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.4502469301223755
	accuracy: 0.8799999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.600 73.198 68.750 77.555 67.911
	Acc: 0.880 OSCR : 65.637 AUROC_max_val (%): 73.198 AUROC_real (%): 70.897

Epoch 22/600
157/157 - 3s - loss: 1.9429 - accuracy: 0.8013 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.6268037557601929
	accuracy: 0.8460000157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.000 68.375 64.800 71.506 63.852
	Acc: 0.846 OSCR : 53.600 AUROC_max_val (%): 68.375 AUROC_real (%): 58.634

Epoch 23/600
157/157 - 3s - loss: 1.9542 - accuracy: 0.7956 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.0591437816619873
	accuracy: 0.8370000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.800 70.361 66.900 74.777 64.647
	Acc: 0.837 OSCR : 54.518 AUROC_max_val (%): 70.361 AUROC_real (%): 61.484

Epoch 24/600
157/157 - 3s - loss: 1.9023 - accuracy: 0.8044 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.7064597606658936
	accuracy: 0.8690000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.600 77.073 70.850 78.711 73.853
	Acc: 0.869 OSCR : 58.044 AUROC_max_val (%): 77.073 AUROC_real (%): 63.289

Epoch 25/600
157/157 - 3s - loss: 1.8387 - accuracy: 0.8098 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1337895393371582
	accuracy: 0.8949999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 81.444 74.400 83.318 78.084
	Acc: 0.895 OSCR : 68.965 AUROC_max_val (%): 81.444 AUROC_real (%): 73.477

Epoch 26/600
157/157 - 3s - loss: 1.8160 - accuracy: 0.8120 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.5615818500518799
	accuracy: 0.890999972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.300 76.844 70.200 77.874 74.586
	Acc: 0.891 OSCR : 56.291 AUROC_max_val (%): 76.844 AUROC_real (%): 60.556

Epoch 27/600
157/157 - 3s - loss: 1.8051 - accuracy: 0.8110 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2238448858261108
	accuracy: 0.8830000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.000 78.669 72.750 81.022 75.126
	Acc: 0.883 OSCR : 65.994 AUROC_max_val (%): 78.669 AUROC_real (%): 70.620

Epoch 28/600
157/157 - 3s - loss: 1.7979 - accuracy: 0.8126 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.5482021570205688
	accuracy: 0.871999979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.800 76.219 70.850 78.078 71.448
	Acc: 0.872 OSCR : 60.311 AUROC_max_val (%): 76.219 AUROC_real (%): 65.650

Epoch 29/600
157/157 - 3s - loss: 1.7528 - accuracy: 0.8185 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3659714460372925
	accuracy: 0.8690000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.300 74.003 69.150 76.024 70.512
	Acc: 0.869 OSCR : 62.484 AUROC_max_val (%): 74.003 AUROC_real (%): 67.414

Epoch 30/600
157/157 - 3s - loss: 1.7441 - accuracy: 0.8200 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.6460168361663818
	accuracy: 0.8830000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.400 79.335 72.800 82.532 74.791
	Acc: 0.883 OSCR : 58.695 AUROC_max_val (%): 79.335 AUROC_real (%): 63.444

Epoch 31/600
157/157 - 3s - loss: 1.7108 - accuracy: 0.8233 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.4373725652694702
	accuracy: 0.8980000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.700 73.268 68.300 72.756 70.425
	Acc: 0.898 OSCR : 57.482 AUROC_max_val (%): 73.268 AUROC_real (%): 61.300

Epoch 32/600
157/157 - 3s - loss: 1.7007 - accuracy: 0.8225 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3483097553253174
	accuracy: 0.8970000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.900 76.881 70.550 79.745 72.854
	Acc: 0.897 OSCR : 59.479 AUROC_max_val (%): 76.881 AUROC_real (%): 63.474

Epoch 33/600
157/157 - 3s - loss: 1.6889 - accuracy: 0.8232 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.5977659225463867
	accuracy: 0.8610000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.200 71.797 66.600 73.923 68.236
	Acc: 0.861 OSCR : 56.564 AUROC_max_val (%): 71.797 AUROC_real (%): 61.946

Epoch 34/600
157/157 - 3s - loss: 1.6787 - accuracy: 0.8259 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.621398687362671
	accuracy: 0.878000020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.100 69.415 65.200 71.193 64.908
	Acc: 0.878 OSCR : 58.461 AUROC_max_val (%): 69.415 AUROC_real (%): 62.714

Epoch 35/600
157/157 - 3s - loss: 1.6648 - accuracy: 0.8270 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2550938129425049
	accuracy: 0.8870000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.100 77.881 71.700 79.495 74.869
	Acc: 0.887 OSCR : 60.204 AUROC_max_val (%): 77.881 AUROC_real (%): 64.147

Epoch 36/600
157/157 - 3s - loss: 1.6363 - accuracy: 0.8302 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1059863567352295
	accuracy: 0.9020000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.200 79.268 72.950 81.744 75.081
	Acc: 0.902 OSCR : 66.662 AUROC_max_val (%): 79.268 AUROC_real (%): 70.280

Epoch 37/600
157/157 - 3s - loss: 1.6278 - accuracy: 0.8333 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1249555349349976
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.000 79.753 72.950 81.419 76.676
	Acc: 0.892 OSCR : 65.070 AUROC_max_val (%): 79.753 AUROC_real (%): 69.096

Epoch 38/600
157/157 - 3s - loss: 1.5783 - accuracy: 0.8343 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.4478576183319092
	accuracy: 0.8939999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.800 75.252 69.700 75.446 72.483
	Acc: 0.894 OSCR : 56.974 AUROC_max_val (%): 75.252 AUROC_real (%): 60.813

Epoch 39/600
157/157 - 3s - loss: 1.5541 - accuracy: 0.8371 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.599564552307129
	accuracy: 0.8949999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.400 81.992 74.700 83.859 79.229
	Acc: 0.895 OSCR : 61.703 AUROC_max_val (%): 81.992 AUROC_real (%): 66.635

Epoch 40/600
157/157 - 3s - loss: 1.5563 - accuracy: 0.8379 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2671762704849243
	accuracy: 0.8899999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.800 81.401 74.800 84.569 77.966
	Acc: 0.890 OSCR : 68.710 AUROC_max_val (%): 81.401 AUROC_real (%): 73.972

Epoch 41/600
157/157 - 3s - loss: 1.5403 - accuracy: 0.8385 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0733052492141724
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 81.754 74.200 82.986 80.333
	Acc: 0.906 OSCR : 67.683 AUROC_max_val (%): 81.754 AUROC_real (%): 71.560

Epoch 42/600
157/157 - 3s - loss: 1.5266 - accuracy: 0.8432 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9372835159301758
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.200 79.793 73.350 81.032 76.614
	Acc: 0.906 OSCR : 68.566 AUROC_max_val (%): 79.793 AUROC_real (%): 72.044

Epoch 43/600
157/157 - 3s - loss: 1.5090 - accuracy: 0.8427 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2291573286056519
	accuracy: 0.9020000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.300 82.574 76.000 85.285 78.263
	Acc: 0.902 OSCR : 62.596 AUROC_max_val (%): 82.574 AUROC_real (%): 66.126

Epoch 44/600
157/157 - 3s - loss: 1.4805 - accuracy: 0.8451 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1551827192306519
	accuracy: 0.9010000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.600 80.576 74.500 83.436 76.497
	Acc: 0.901 OSCR : 64.719 AUROC_max_val (%): 80.576 AUROC_real (%): 68.587

Epoch 45/600
157/157 - 3s - loss: 1.4682 - accuracy: 0.8497 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1802618503570557
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 83.220 76.800 84.641 80.031
	Acc: 0.916 OSCR : 64.601 AUROC_max_val (%): 83.220 AUROC_real (%): 67.970

Epoch 46/600
157/157 - 3s - loss: 1.4781 - accuracy: 0.8458 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0202653408050537
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 83.463 76.750 86.454 78.829
	Acc: 0.907 OSCR : 71.895 AUROC_max_val (%): 83.463 AUROC_real (%): 75.807

Epoch 47/600
157/157 - 3s - loss: 1.4764 - accuracy: 0.8464 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.1128385066986084
	accuracy: 0.8560000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     4.000 66.419 64.250 70.187 58.318
	Acc: 0.856 OSCR : 49.616 AUROC_max_val (%): 66.419 AUROC_real (%): 54.444

Epoch 48/600
157/157 - 3s - loss: 1.4627 - accuracy: 0.8470 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9450646638870239
	accuracy: 0.9089999794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.500 83.601 76.800 86.245 78.674
	Acc: 0.909 OSCR : 71.974 AUROC_max_val (%): 83.601 AUROC_real (%): 75.673

Epoch 49/600
157/157 - 3s - loss: 1.4409 - accuracy: 0.8500 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3166451454162598
	accuracy: 0.890999972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.800 78.486 73.250 81.844 73.235
	Acc: 0.891 OSCR : 64.559 AUROC_max_val (%): 78.486 AUROC_real (%): 69.190

Epoch 50/600
157/157 - 3s - loss: 1.4397 - accuracy: 0.8504 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0178252458572388
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.900 82.696 76.050 85.076 78.377
	Acc: 0.915 OSCR : 65.172 AUROC_max_val (%): 82.696 AUROC_real (%): 68.605

Epoch 51/600
157/157 - 3s - loss: 1.4087 - accuracy: 0.8539 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0605603456497192
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.300 80.181 75.050 83.300 75.017
	Acc: 0.908 OSCR : 71.092 AUROC_max_val (%): 80.181 AUROC_real (%): 75.010

Epoch 52/600
157/157 - 3s - loss: 1.4230 - accuracy: 0.8539 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0714248418807983
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.300 77.707 72.900 78.295 73.213
	Acc: 0.912 OSCR : 69.487 AUROC_max_val (%): 77.707 AUROC_real (%): 73.232

Epoch 53/600
157/157 - 3s - loss: 1.3785 - accuracy: 0.8543 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0267002582550049
	accuracy: 0.9020000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.800 81.909 76.350 84.483 75.992
	Acc: 0.902 OSCR : 68.488 AUROC_max_val (%): 81.909 AUROC_real (%): 72.232

Epoch 54/600
157/157 - 3s - loss: 1.3710 - accuracy: 0.8573 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1040767431259155
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.400 79.754 73.450 81.259 75.417
	Acc: 0.914 OSCR : 61.102 AUROC_max_val (%): 79.754 AUROC_real (%): 64.091

Epoch 55/600
157/157 - 3s - loss: 1.3595 - accuracy: 0.8577 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9357258677482605
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 84.557 78.450 85.720 81.666
	Acc: 0.929 OSCR : 71.383 AUROC_max_val (%): 84.557 AUROC_real (%): 74.648

Epoch 56/600
157/157 - 3s - loss: 1.3500 - accuracy: 0.8605 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8000043630599976
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 83.418 76.750 85.200 79.456
	Acc: 0.921 OSCR : 72.708 AUROC_max_val (%): 83.418 AUROC_real (%): 75.854

Epoch 57/600
157/157 - 3s - loss: 1.3179 - accuracy: 0.8627 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9892851114273071
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.100 79.816 73.400 81.926 75.639
	Acc: 0.908 OSCR : 66.368 AUROC_max_val (%): 79.816 AUROC_real (%): 69.956

Epoch 58/600
157/157 - 3s - loss: 1.3498 - accuracy: 0.8584 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2461484670639038
	accuracy: 0.9010000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.200 70.559 66.650 71.778 66.775
	Acc: 0.901 OSCR : 61.860 AUROC_max_val (%): 70.559 AUROC_real (%): 65.650

Epoch 59/600
157/157 - 3s - loss: 1.3190 - accuracy: 0.8611 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0824158191680908
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 76.497 70.100 77.590 73.257
	Acc: 0.892 OSCR : 65.641 AUROC_max_val (%): 76.497 AUROC_real (%): 69.695

Epoch 60/600
157/157 - 3s - loss: 1.3033 - accuracy: 0.8629 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.139614462852478
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.800 80.139 74.000 82.869 76.061
	Acc: 0.925 OSCR : 62.228 AUROC_max_val (%): 80.139 AUROC_real (%): 65.313

Epoch 61/600
157/157 - 3s - loss: 1.2925 - accuracy: 0.8658 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8224731087684631
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.900 77.405 71.800 79.725 72.349
	Acc: 0.926 OSCR : 71.092 AUROC_max_val (%): 77.405 AUROC_real (%): 73.787

Epoch 62/600
157/157 - 3s - loss: 1.2899 - accuracy: 0.8651 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9116045236587524
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 84.326 77.300 86.536 80.187
	Acc: 0.915 OSCR : 72.260 AUROC_max_val (%): 84.326 AUROC_real (%): 75.808

Epoch 63/600
157/157 - 3s - loss: 1.2674 - accuracy: 0.8679 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0831698179244995
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.700 75.463 70.550 75.016 71.925
	Acc: 0.921 OSCR : 65.667 AUROC_max_val (%): 75.463 AUROC_real (%): 68.664

Epoch 64/600
157/157 - 3s - loss: 1.2764 - accuracy: 0.8661 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.729469895362854
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 82.540 75.500 84.394 79.078
	Acc: 0.926 OSCR : 67.599 AUROC_max_val (%): 82.540 AUROC_real (%): 70.179

Epoch 65/600
157/157 - 3s - loss: 1.2678 - accuracy: 0.8668 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9818012118339539
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.900 76.135 70.550 79.107 70.972
	Acc: 0.906 OSCR : 66.549 AUROC_max_val (%): 76.135 AUROC_real (%): 69.823

Epoch 66/600
157/157 - 3s - loss: 1.2608 - accuracy: 0.8680 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7219715714454651
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 85.327 78.200 86.603 83.568
	Acc: 0.939 OSCR : 73.557 AUROC_max_val (%): 85.327 AUROC_real (%): 76.399

Epoch 67/600
157/157 - 3s - loss: 1.2550 - accuracy: 0.8682 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8889110088348389
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 85.463 78.750 87.926 80.860
	Acc: 0.912 OSCR : 71.059 AUROC_max_val (%): 85.463 AUROC_real (%): 74.459

Epoch 68/600
157/157 - 3s - loss: 1.2188 - accuracy: 0.8715 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9792085289955139
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.400 82.935 76.100 85.370 78.855
	Acc: 0.923 OSCR : 62.346 AUROC_max_val (%): 82.935 AUROC_real (%): 64.972

Epoch 69/600
157/157 - 3s - loss: 1.2208 - accuracy: 0.8732 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8833106756210327
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.200 79.300 73.500 80.861 75.398
	Acc: 0.922 OSCR : 71.004 AUROC_max_val (%): 79.300 AUROC_real (%): 74.230

Epoch 70/600
157/157 - 3s - loss: 1.2181 - accuracy: 0.8715 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7299236059188843
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 84.594 77.700 85.873 82.639
	Acc: 0.938 OSCR : 71.659 AUROC_max_val (%): 84.594 AUROC_real (%): 74.427

Epoch 71/600
157/157 - 3s - loss: 1.2261 - accuracy: 0.8709 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8122528195381165
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.500 84.372 78.200 87.152 79.480
	Acc: 0.929 OSCR : 75.411 AUROC_max_val (%): 84.372 AUROC_real (%): 78.486

Epoch 72/600
157/157 - 3s - loss: 1.2116 - accuracy: 0.8726 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9358530044555664
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.200 82.424 75.750 85.100 77.365
	Acc: 0.920 OSCR : 65.694 AUROC_max_val (%): 82.424 AUROC_real (%): 68.822

Epoch 73/600
157/157 - 3s - loss: 1.1869 - accuracy: 0.8730 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8795464038848877
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.700 81.764 75.900 83.552 77.907
	Acc: 0.926 OSCR : 67.799 AUROC_max_val (%): 81.764 AUROC_real (%): 70.921

Epoch 74/600
157/157 - 3s - loss: 1.2009 - accuracy: 0.8721 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6816037893295288
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 87.286 79.250 89.093 84.982
	Acc: 0.935 OSCR : 75.355 AUROC_max_val (%): 87.286 AUROC_real (%): 78.160

Epoch 75/600
157/157 - 3s - loss: 1.1656 - accuracy: 0.8779 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8377444744110107
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 80.899 74.000 82.109 78.509
	Acc: 0.938 OSCR : 63.465 AUROC_max_val (%): 80.899 AUROC_real (%): 65.835

Epoch 76/600
157/157 - 3s - loss: 1.1824 - accuracy: 0.8766 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7990578413009644
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 85.988 78.900 87.446 82.911
	Acc: 0.925 OSCR : 74.049 AUROC_max_val (%): 85.988 AUROC_real (%): 77.351

Epoch 77/600
157/157 - 3s - loss: 1.1729 - accuracy: 0.8767 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9090424180030823
	accuracy: 0.9110000133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.500 80.661 74.300 83.716 75.430
	Acc: 0.911 OSCR : 66.257 AUROC_max_val (%): 80.661 AUROC_real (%): 69.348

Epoch 78/600
157/157 - 3s - loss: 1.1946 - accuracy: 0.8755 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7900062203407288
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.500 81.654 75.400 83.877 77.420
	Acc: 0.931 OSCR : 68.613 AUROC_max_val (%): 81.654 AUROC_real (%): 71.302

Epoch 79/600
157/157 - 3s - loss: 1.1475 - accuracy: 0.8810 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9888333082199097
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 83.488 76.600 85.390 79.662
	Acc: 0.925 OSCR : 67.424 AUROC_max_val (%): 83.488 AUROC_real (%): 70.927

Epoch 80/600
157/157 - 3s - loss: 1.1402 - accuracy: 0.8792 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8330456018447876
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.800 81.191 75.200 81.058 78.536
	Acc: 0.928 OSCR : 70.402 AUROC_max_val (%): 81.191 AUROC_real (%): 73.553

Epoch 81/600
157/157 - 3s - loss: 1.1707 - accuracy: 0.8781 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.989425778388977
	accuracy: 0.9129999876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.700 81.606 75.750 84.175 76.229
	Acc: 0.913 OSCR : 69.436 AUROC_max_val (%): 81.606 AUROC_real (%): 73.092

Epoch 82/600
157/157 - 3s - loss: 1.1271 - accuracy: 0.8802 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7106612920761108
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 84.635 78.150 85.643 81.815
	Acc: 0.933 OSCR : 74.543 AUROC_max_val (%): 84.635 AUROC_real (%): 77.272

Epoch 83/600
157/157 - 3s - loss: 1.1218 - accuracy: 0.8826 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7849490642547607
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 83.335 77.500 85.373 79.284
	Acc: 0.931 OSCR : 73.754 AUROC_max_val (%): 83.335 AUROC_real (%): 76.659

Epoch 84/600
157/157 - 3s - loss: 1.1043 - accuracy: 0.8848 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7508388161659241
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 84.598 77.200 85.776 82.424
	Acc: 0.936 OSCR : 69.063 AUROC_max_val (%): 84.598 AUROC_real (%): 71.549

Epoch 85/600
157/157 - 3s - loss: 1.1163 - accuracy: 0.8827 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6442995667457581
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.200 84.274 77.200 86.241 80.492
	Acc: 0.939 OSCR : 72.634 AUROC_max_val (%): 84.274 AUROC_real (%): 75.151

Epoch 86/600
157/157 - 3s - loss: 1.1187 - accuracy: 0.8814 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7456435561180115
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.200 83.952 77.800 85.674 79.739
	Acc: 0.928 OSCR : 75.694 AUROC_max_val (%): 83.952 AUROC_real (%): 78.768

Epoch 87/600
157/157 - 3s - loss: 1.1018 - accuracy: 0.8814 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7348335981369019
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 81.019 74.100 82.306 77.359
	Acc: 0.930 OSCR : 69.365 AUROC_max_val (%): 81.019 AUROC_real (%): 71.766

Epoch 88/600
157/157 - 3s - loss: 1.0943 - accuracy: 0.8842 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9485706090927124
	accuracy: 0.9129999876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.100 81.064 74.400 83.261 76.233
	Acc: 0.913 OSCR : 65.979 AUROC_max_val (%): 81.064 AUROC_real (%): 69.158

Epoch 89/600
157/157 - 3s - loss: 1.1051 - accuracy: 0.8848 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.896394670009613
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.100 78.530 73.100 79.542 74.230
	Acc: 0.927 OSCR : 69.911 AUROC_max_val (%): 78.530 AUROC_real (%): 72.699

Epoch 90/600
157/157 - 3s - loss: 1.1049 - accuracy: 0.8841 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8334707617759705
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 79.397 73.050 79.537 75.959
	Acc: 0.927 OSCR : 66.558 AUROC_max_val (%): 79.397 AUROC_real (%): 69.346

Epoch 91/600
157/157 - 3s - loss: 1.0781 - accuracy: 0.8854 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7718978524208069
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 85.065 78.000 86.604 82.325
	Acc: 0.938 OSCR : 73.469 AUROC_max_val (%): 85.065 AUROC_real (%): 76.322

Epoch 92/600
157/157 - 3s - loss: 1.0559 - accuracy: 0.8876 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8776700496673584
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.100 77.777 71.900 79.446 72.560
	Acc: 0.921 OSCR : 67.407 AUROC_max_val (%): 77.777 AUROC_real (%): 70.318

Epoch 93/600
157/157 - 3s - loss: 1.0540 - accuracy: 0.8875 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9089290499687195
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.200 81.819 75.900 82.714 78.465
	Acc: 0.936 OSCR : 65.710 AUROC_max_val (%): 81.819 AUROC_real (%): 68.238

Epoch 94/600
157/157 - 3s - loss: 1.0588 - accuracy: 0.8887 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6905406713485718
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 87.101 79.400 88.709 84.298
	Acc: 0.932 OSCR : 75.138 AUROC_max_val (%): 87.101 AUROC_real (%): 78.025

Epoch 95/600
157/157 - 3s - loss: 1.0310 - accuracy: 0.8906 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7416001558303833
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.900 79.187 72.500 79.646 76.215
	Acc: 0.933 OSCR : 73.423 AUROC_max_val (%): 79.187 AUROC_real (%): 76.184

Epoch 96/600
157/157 - 3s - loss: 1.0154 - accuracy: 0.8931 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7189262509346008
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.300 82.376 76.550 83.923 77.830
	Acc: 0.929 OSCR : 71.975 AUROC_max_val (%): 82.376 AUROC_real (%): 74.547

Epoch 97/600
157/157 - 3s - loss: 1.0191 - accuracy: 0.8911 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8477596640586853
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 81.692 75.300 83.225 78.293
	Acc: 0.919 OSCR : 67.274 AUROC_max_val (%): 81.692 AUROC_real (%): 70.152

Epoch 98/600
157/157 - 3s - loss: 1.0348 - accuracy: 0.8922 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7368999123573303
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 85.173 77.550 87.028 81.984
	Acc: 0.928 OSCR : 73.787 AUROC_max_val (%): 85.173 AUROC_real (%): 76.868

Epoch 99/600
157/157 - 3s - loss: 1.0157 - accuracy: 0.8934 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.711926281452179
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 83.740 77.450 85.599 79.878
	Acc: 0.942 OSCR : 72.205 AUROC_max_val (%): 83.740 AUROC_real (%): 74.917

Epoch 100/600
157/157 - 3s - loss: 1.0346 - accuracy: 0.8914 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8201290369033813
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.900 79.601 74.500 82.174 73.537
	Acc: 0.925 OSCR : 68.991 AUROC_max_val (%): 79.601 AUROC_real (%): 71.788

Epoch 101/600
157/157 - 3s - loss: 1.0151 - accuracy: 0.8923 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6808731555938721
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.200 82.193 76.000 83.270 78.676
	Acc: 0.936 OSCR : 70.044 AUROC_max_val (%): 82.193 AUROC_real (%): 72.400

Epoch 102/600
157/157 - 3s - loss: 1.0065 - accuracy: 0.8948 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6680213809013367
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.600 81.418 75.700 82.863 76.663
	Acc: 0.936 OSCR : 72.528 AUROC_max_val (%): 81.418 AUROC_real (%): 74.974

Epoch 103/600
157/157 - 3s - loss: 1.0286 - accuracy: 0.8914 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8215767741203308
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.100 79.831 73.900 81.590 75.791
	Acc: 0.934 OSCR : 64.928 AUROC_max_val (%): 79.831 AUROC_real (%): 67.674

Epoch 104/600
157/157 - 3s - loss: 1.0030 - accuracy: 0.8935 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6624902486801147
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 83.342 76.100 84.236 81.222
	Acc: 0.938 OSCR : 72.446 AUROC_max_val (%): 83.342 AUROC_real (%): 75.064

Epoch 105/600
157/157 - 3s - loss: 0.9996 - accuracy: 0.8944 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6835289597511292
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.500 85.819 80.000 88.028 81.335
	Acc: 0.939 OSCR : 74.349 AUROC_max_val (%): 85.819 AUROC_real (%): 76.784

Epoch 106/600
157/157 - 3s - loss: 0.9678 - accuracy: 0.8985 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6937220692634583
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 83.201 76.250 83.987 81.283
	Acc: 0.937 OSCR : 74.524 AUROC_max_val (%): 83.201 AUROC_real (%): 77.466

Epoch 107/600
157/157 - 3s - loss: 0.9827 - accuracy: 0.8936 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6747480630874634
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.700 79.366 73.600 79.878 75.466
	Acc: 0.933 OSCR : 71.018 AUROC_max_val (%): 79.366 AUROC_real (%): 73.406

Epoch 108/600
157/157 - 3s - loss: 0.9750 - accuracy: 0.8975 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9506168961524963
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 82.045 75.950 83.510 78.488
	Acc: 0.921 OSCR : 68.208 AUROC_max_val (%): 82.045 AUROC_real (%): 71.593

Epoch 109/600
157/157 - 3s - loss: 0.9671 - accuracy: 0.8965 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7802236676216125
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.700 83.235 77.050 85.193 77.697
	Acc: 0.927 OSCR : 71.444 AUROC_max_val (%): 83.235 AUROC_real (%): 74.118

Epoch 110/600
157/157 - 3s - loss: 0.9624 - accuracy: 0.8979 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6953988075256348
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.300 81.813 75.500 84.090 76.715
	Acc: 0.941 OSCR : 70.994 AUROC_max_val (%): 81.813 AUROC_real (%): 73.350

Epoch 111/600
157/157 - 3s - loss: 0.9447 - accuracy: 0.8997 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7275117635726929
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.900 81.854 75.550 83.245 77.789
	Acc: 0.945 OSCR : 68.288 AUROC_max_val (%): 81.854 AUROC_real (%): 70.595

Epoch 112/600
157/157 - 3s - loss: 0.9454 - accuracy: 0.8991 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6403247117996216
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 85.466 78.250 86.618 83.094
	Acc: 0.942 OSCR : 75.569 AUROC_max_val (%): 85.466 AUROC_real (%): 78.173

Epoch 113/600
157/157 - 3s - loss: 0.9300 - accuracy: 0.9006 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6423553228378296
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 86.704 80.750 88.930 82.687
	Acc: 0.943 OSCR : 72.300 AUROC_max_val (%): 86.704 AUROC_real (%): 74.637

Epoch 114/600
157/157 - 3s - loss: 0.9325 - accuracy: 0.9004 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6899764537811279
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.500 84.891 78.200 87.007 80.787
	Acc: 0.936 OSCR : 72.688 AUROC_max_val (%): 84.891 AUROC_real (%): 75.296

Epoch 115/600
157/157 - 3s - loss: 0.9405 - accuracy: 0.8995 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7207196950912476
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 83.353 76.050 85.340 79.413
	Acc: 0.936 OSCR : 70.569 AUROC_max_val (%): 83.353 AUROC_real (%): 73.162

Epoch 116/600
157/157 - 3s - loss: 0.9311 - accuracy: 0.9031 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6100453734397888
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 86.356 79.600 87.934 83.932
	Acc: 0.939 OSCR : 79.478 AUROC_max_val (%): 86.356 AUROC_real (%): 82.346

Epoch 117/600
157/157 - 3s - loss: 0.9089 - accuracy: 0.9034 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.782813549041748
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.100 79.510 74.250 79.970 75.672
	Acc: 0.934 OSCR : 68.947 AUROC_max_val (%): 79.510 AUROC_real (%): 71.655

Epoch 118/600
157/157 - 3s - loss: 0.9160 - accuracy: 0.9036 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7060202360153198
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.400 81.617 76.150 83.036 77.907
	Acc: 0.938 OSCR : 74.044 AUROC_max_val (%): 81.617 AUROC_real (%): 76.623

Epoch 119/600
157/157 - 3s - loss: 0.9046 - accuracy: 0.9034 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6399008631706238
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.400 82.179 76.150 82.773 78.525
	Acc: 0.949 OSCR : 70.493 AUROC_max_val (%): 82.179 AUROC_real (%): 72.645

Epoch 120/600
157/157 - 3s - loss: 0.9066 - accuracy: 0.9037 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7059327960014343
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 85.825 79.400 87.940 81.279
	Acc: 0.934 OSCR : 72.994 AUROC_max_val (%): 85.825 AUROC_real (%): 75.879

Epoch 121/600
157/157 - 3s - loss: 0.9059 - accuracy: 0.9031 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6589138507843018
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 83.936 77.650 84.178 81.653
	Acc: 0.939 OSCR : 73.433 AUROC_max_val (%): 83.936 AUROC_real (%): 76.072

Epoch 122/600
157/157 - 3s - loss: 0.9007 - accuracy: 0.9054 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6535751223564148
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.300 81.046 75.150 81.876 77.615
	Acc: 0.944 OSCR : 69.979 AUROC_max_val (%): 81.046 AUROC_real (%): 72.331

Epoch 123/600
157/157 - 3s - loss: 0.8895 - accuracy: 0.9068 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5737816691398621
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 83.716 78.250 84.821 80.739
	Acc: 0.948 OSCR : 78.816 AUROC_max_val (%): 83.716 AUROC_real (%): 81.091

Epoch 124/600
157/157 - 3s - loss: 0.8766 - accuracy: 0.9077 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7203784584999084
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.100 83.772 77.550 86.031 78.648
	Acc: 0.931 OSCR : 77.149 AUROC_max_val (%): 83.772 AUROC_real (%): 79.961

Epoch 125/600
157/157 - 3s - loss: 0.8800 - accuracy: 0.9068 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6531375050544739
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 82.480 75.600 82.885 80.145
	Acc: 0.949 OSCR : 68.540 AUROC_max_val (%): 82.480 AUROC_real (%): 70.766

Epoch 126/600
157/157 - 3s - loss: 0.8925 - accuracy: 0.9053 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7352719306945801
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.800 77.327 72.950 74.959 75.288
	Acc: 0.928 OSCR : 74.028 AUROC_max_val (%): 77.327 AUROC_real (%): 76.747

Epoch 127/600
157/157 - 3s - loss: 0.8573 - accuracy: 0.9097 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7025030851364136
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.200 80.572 75.150 80.590 77.047
	Acc: 0.938 OSCR : 70.737 AUROC_max_val (%): 80.572 AUROC_real (%): 73.133

Epoch 128/600
157/157 - 3s - loss: 0.8711 - accuracy: 0.9074 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6241347193717957
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.700 83.028 76.950 84.476 79.329
	Acc: 0.950 OSCR : 65.144 AUROC_max_val (%): 83.028 AUROC_real (%): 67.005

Epoch 129/600
157/157 - 3s - loss: 0.8468 - accuracy: 0.9108 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5932969450950623
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 84.604 78.750 85.655 81.127
	Acc: 0.947 OSCR : 74.826 AUROC_max_val (%): 84.604 AUROC_real (%): 77.030

Epoch 130/600
157/157 - 3s - loss: 0.8479 - accuracy: 0.9093 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6625528335571289
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.400 78.829 73.550 78.094 76.465
	Acc: 0.944 OSCR : 71.425 AUROC_max_val (%): 78.829 AUROC_real (%): 73.695

Epoch 131/600
157/157 - 3s - loss: 0.8365 - accuracy: 0.9107 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6088464260101318
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 83.651 77.550 84.229 79.671
	Acc: 0.951 OSCR : 75.376 AUROC_max_val (%): 83.651 AUROC_real (%): 77.609

Epoch 132/600
157/157 - 3s - loss: 0.8435 - accuracy: 0.9102 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6069174408912659
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 85.334 79.150 86.511 80.753
	Acc: 0.945 OSCR : 74.343 AUROC_max_val (%): 85.334 AUROC_real (%): 76.554

Epoch 133/600
157/157 - 3s - loss: 0.8229 - accuracy: 0.9126 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7263579368591309
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.600 80.211 75.000 79.585 76.871
	Acc: 0.951 OSCR : 67.134 AUROC_max_val (%): 80.211 AUROC_real (%): 69.213

Epoch 134/600
157/157 - 3s - loss: 0.8477 - accuracy: 0.9099 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5763369798660278
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 82.267 76.350 83.419 78.978
	Acc: 0.948 OSCR : 72.417 AUROC_max_val (%): 82.267 AUROC_real (%): 74.313

Epoch 135/600
157/157 - 3s - loss: 0.8224 - accuracy: 0.9140 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7150123119354248
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.900 85.077 78.900 86.808 81.140
	Acc: 0.937 OSCR : 73.080 AUROC_max_val (%): 85.077 AUROC_real (%): 75.697

Epoch 136/600
157/157 - 3s - loss: 0.8330 - accuracy: 0.9100 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5759767293930054
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 83.776 76.800 85.182 80.535
	Acc: 0.950 OSCR : 73.954 AUROC_max_val (%): 83.776 AUROC_real (%): 76.012

Epoch 137/600
157/157 - 3s - loss: 0.8474 - accuracy: 0.9108 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6454496383666992
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.800 79.601 73.700 79.572 77.199
	Acc: 0.943 OSCR : 71.817 AUROC_max_val (%): 79.601 AUROC_real (%): 74.162

Epoch 138/600
157/157 - 3s - loss: 0.8210 - accuracy: 0.9129 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6155360341072083
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.900 84.441 78.050 85.962 81.157
	Acc: 0.948 OSCR : 74.420 AUROC_max_val (%): 84.441 AUROC_real (%): 76.848

Epoch 139/600
157/157 - 3s - loss: 0.8242 - accuracy: 0.9127 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7547886967658997
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.500 80.760 74.550 80.288 78.830
	Acc: 0.943 OSCR : 64.517 AUROC_max_val (%): 80.760 AUROC_real (%): 66.790

Epoch 140/600
157/157 - 3s - loss: 0.8117 - accuracy: 0.9126 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5501796007156372
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 83.898 77.500 83.397 81.479
	Acc: 0.956 OSCR : 71.999 AUROC_max_val (%): 83.898 AUROC_real (%): 73.987

Epoch 141/600
157/157 - 3s - loss: 0.8118 - accuracy: 0.9133 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6362921595573425
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 83.302 77.650 83.412 80.879
	Acc: 0.950 OSCR : 72.972 AUROC_max_val (%): 83.302 AUROC_real (%): 75.160

Epoch 142/600
157/157 - 3s - loss: 0.8162 - accuracy: 0.9137 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6919159293174744
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 79.876 73.500 78.887 77.926
	Acc: 0.952 OSCR : 68.841 AUROC_max_val (%): 79.876 AUROC_real (%): 70.948

Epoch 143/600
157/157 - 3s - loss: 0.8079 - accuracy: 0.9135 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5735294222831726
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 85.040 79.150 85.519 82.319
	Acc: 0.952 OSCR : 76.415 AUROC_max_val (%): 85.040 AUROC_real (%): 78.758

Epoch 144/600
157/157 - 3s - loss: 0.7961 - accuracy: 0.9171 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5167443752288818
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 85.382 79.750 85.163 82.962
	Acc: 0.955 OSCR : 75.394 AUROC_max_val (%): 85.382 AUROC_real (%): 77.380

Epoch 145/600
157/157 - 3s - loss: 0.8019 - accuracy: 0.9153 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5633641481399536
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 84.335 77.150 84.536 82.062
	Acc: 0.949 OSCR : 73.022 AUROC_max_val (%): 84.335 AUROC_real (%): 75.209

Epoch 146/600
157/157 - 3s - loss: 0.8067 - accuracy: 0.9118 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5384342074394226
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 85.663 78.750 86.675 83.097
	Acc: 0.958 OSCR : 73.953 AUROC_max_val (%): 85.663 AUROC_real (%): 76.001

Epoch 147/600
157/157 - 3s - loss: 0.7983 - accuracy: 0.9144 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5101397633552551
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 85.532 79.100 86.776 82.730
	Acc: 0.953 OSCR : 75.282 AUROC_max_val (%): 85.532 AUROC_real (%): 77.197

Epoch 148/600
157/157 - 3s - loss: 0.7985 - accuracy: 0.9144 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5675839781761169
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.300 81.237 75.050 81.456 78.892
	Acc: 0.948 OSCR : 72.781 AUROC_max_val (%): 81.237 AUROC_real (%): 74.806

Epoch 149/600
157/157 - 3s - loss: 0.7919 - accuracy: 0.9154 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.542411208152771
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 82.726 76.800 83.682 79.773
	Acc: 0.953 OSCR : 71.878 AUROC_max_val (%): 82.726 AUROC_real (%): 73.899

Epoch 150/600
157/157 - 3s - loss: 0.7837 - accuracy: 0.9168 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5757994651794434
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 83.461 77.250 83.984 80.802
	Acc: 0.957 OSCR : 69.043 AUROC_max_val (%): 83.461 AUROC_real (%): 70.910

Epoch 151/600
157/157 - 3s - loss: 0.7635 - accuracy: 0.9185 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5440264344215393
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 84.655 78.550 85.631 81.505
	Acc: 0.949 OSCR : 73.588 AUROC_max_val (%): 84.655 AUROC_real (%): 75.653

Epoch 152/600
157/157 - 3s - loss: 0.7785 - accuracy: 0.9180 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5395439267158508
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 85.019 78.200 85.539 82.639
	Acc: 0.947 OSCR : 74.873 AUROC_max_val (%): 85.019 AUROC_real (%): 76.912

Epoch 153/600
157/157 - 3s - loss: 0.7627 - accuracy: 0.9191 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5826534628868103
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.500 85.231 79.300 86.688 81.458
	Acc: 0.939 OSCR : 74.824 AUROC_max_val (%): 85.231 AUROC_real (%): 77.034

Epoch 154/600
157/157 - 3s - loss: 0.7434 - accuracy: 0.9194 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5503218770027161
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.700 84.079 78.050 85.081 80.881
	Acc: 0.952 OSCR : 74.384 AUROC_max_val (%): 84.079 AUROC_real (%): 76.469

Epoch 155/600
157/157 - 3s - loss: 0.7413 - accuracy: 0.9212 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5979991555213928
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 85.446 79.250 86.055 82.944
	Acc: 0.951 OSCR : 72.018 AUROC_max_val (%): 85.446 AUROC_real (%): 74.192

Epoch 156/600
157/157 - 3s - loss: 0.7717 - accuracy: 0.9177 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5108485817909241
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.000 84.651 78.250 85.551 81.582
	Acc: 0.955 OSCR : 74.508 AUROC_max_val (%): 84.651 AUROC_real (%): 76.444

Epoch 157/600
157/157 - 3s - loss: 0.7629 - accuracy: 0.9189 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5541194677352905
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 85.701 79.750 87.035 82.537
	Acc: 0.957 OSCR : 74.875 AUROC_max_val (%): 85.701 AUROC_real (%): 76.842

Epoch 158/600
157/157 - 3s - loss: 0.7403 - accuracy: 0.9210 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5320814847946167
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 85.599 79.400 86.415 83.434
	Acc: 0.948 OSCR : 73.515 AUROC_max_val (%): 85.599 AUROC_real (%): 75.532

Epoch 159/600
157/157 - 3s - loss: 0.7342 - accuracy: 0.9228 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5490698218345642
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 86.662 80.550 88.001 83.798
	Acc: 0.955 OSCR : 75.392 AUROC_max_val (%): 86.662 AUROC_real (%): 77.403

Epoch 160/600
157/157 - 3s - loss: 0.7465 - accuracy: 0.9203 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6095790266990662
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.700 82.473 76.700 82.436 79.777
	Acc: 0.951 OSCR : 71.066 AUROC_max_val (%): 82.473 AUROC_real (%): 73.123

Epoch 161/600
157/157 - 3s - loss: 0.7228 - accuracy: 0.9248 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5954325199127197
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 86.472 79.450 86.856 84.566
	Acc: 0.952 OSCR : 73.360 AUROC_max_val (%): 86.472 AUROC_real (%): 75.588

Epoch 162/600
157/157 - 3s - loss: 0.7264 - accuracy: 0.9230 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6627504825592041
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.700 84.089 78.150 84.817 81.328
	Acc: 0.945 OSCR : 72.400 AUROC_max_val (%): 84.089 AUROC_real (%): 74.742

Epoch 163/600
157/157 - 6s - loss: 0.7470 - accuracy: 0.9208 - 6s/epoch - 36ms/step
Test results :
	Loss (on known):0.5880562663078308
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.500 84.318 78.000 84.724 81.780
	Acc: 0.951 OSCR : 74.440 AUROC_max_val (%): 84.318 AUROC_real (%): 76.646

Epoch 164/600
157/157 - 4s - loss: 0.7290 - accuracy: 0.9220 - 4s/epoch - 23ms/step
Test results :
	Loss (on known):0.5343566536903381
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.400 85.082 79.100 85.580 82.622
	Acc: 0.952 OSCR : 74.707 AUROC_max_val (%): 85.082 AUROC_real (%): 76.764

Epoch 165/600
157/157 - 3s - loss: 0.7262 - accuracy: 0.9230 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5381718873977661
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 86.400 80.000 87.398 83.782
	Acc: 0.952 OSCR : 75.947 AUROC_max_val (%): 86.400 AUROC_real (%): 77.987

Epoch 166/600
157/157 - 3s - loss: 0.7270 - accuracy: 0.9231 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5360466837882996
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.189 79.000 85.644 82.415
	Acc: 0.955 OSCR : 73.633 AUROC_max_val (%): 85.189 AUROC_real (%): 75.659

Epoch 167/600
157/157 - 3s - loss: 0.7307 - accuracy: 0.9218 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.559796154499054
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 84.186 77.950 85.094 81.163
	Acc: 0.951 OSCR : 72.005 AUROC_max_val (%): 84.186 AUROC_real (%): 74.045

Epoch 168/600
157/157 - 3s - loss: 0.7335 - accuracy: 0.9220 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5280225872993469
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 86.069 79.750 87.103 83.896
	Acc: 0.952 OSCR : 72.272 AUROC_max_val (%): 86.069 AUROC_real (%): 74.261

Epoch 169/600
157/157 - 3s - loss: 0.7226 - accuracy: 0.9232 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5662194490432739
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 84.702 77.750 85.278 82.546
	Acc: 0.952 OSCR : 70.122 AUROC_max_val (%): 84.702 AUROC_real (%): 72.014

Epoch 170/600
157/157 - 3s - loss: 0.7083 - accuracy: 0.9240 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5321901440620422
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 83.416 77.350 83.892 80.598
	Acc: 0.953 OSCR : 72.718 AUROC_max_val (%): 83.416 AUROC_real (%): 74.638

Epoch 171/600
157/157 - 3s - loss: 0.7184 - accuracy: 0.9247 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5418062806129456
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 84.981 78.950 85.797 82.310
	Acc: 0.949 OSCR : 73.746 AUROC_max_val (%): 84.981 AUROC_real (%): 75.779

Epoch 172/600
157/157 - 3s - loss: 0.6889 - accuracy: 0.9262 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5524686574935913
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.000 84.084 78.150 84.261 82.223
	Acc: 0.956 OSCR : 73.295 AUROC_max_val (%): 84.084 AUROC_real (%): 75.296

Epoch 173/600
157/157 - 3s - loss: 0.7036 - accuracy: 0.9245 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5286263227462769
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 84.930 78.900 85.638 83.002
	Acc: 0.957 OSCR : 73.426 AUROC_max_val (%): 84.930 AUROC_real (%): 75.435

Epoch 174/600
157/157 - 3s - loss: 0.7045 - accuracy: 0.9245 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5463650226593018
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 82.659 76.550 82.301 80.577
	Acc: 0.953 OSCR : 72.271 AUROC_max_val (%): 82.659 AUROC_real (%): 74.174

Epoch 175/600
157/157 - 3s - loss: 0.7138 - accuracy: 0.9247 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5519322156906128
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 84.696 78.750 85.292 81.863
	Acc: 0.954 OSCR : 73.884 AUROC_max_val (%): 84.696 AUROC_real (%): 75.926

Epoch 176/600
157/157 - 3s - loss: 0.6824 - accuracy: 0.9287 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5537275075912476
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.300 84.201 77.550 84.605 81.682
	Acc: 0.954 OSCR : 73.007 AUROC_max_val (%): 84.201 AUROC_real (%): 75.075

Epoch 177/600
157/157 - 3s - loss: 0.6912 - accuracy: 0.9276 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.542043924331665
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 83.491 77.000 83.722 81.241
	Acc: 0.953 OSCR : 73.551 AUROC_max_val (%): 83.491 AUROC_real (%): 75.558

Epoch 178/600
157/157 - 3s - loss: 0.6976 - accuracy: 0.9266 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5572364926338196
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 82.812 76.450 82.802 80.306
	Acc: 0.954 OSCR : 72.945 AUROC_max_val (%): 82.812 AUROC_real (%): 74.971

Epoch 179/600
157/157 - 3s - loss: 0.6984 - accuracy: 0.9262 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5476915240287781
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 84.746 78.400 85.280 82.207
	Acc: 0.952 OSCR : 74.506 AUROC_max_val (%): 84.746 AUROC_real (%): 76.514

Epoch 180/600
157/157 - 3s - loss: 0.6909 - accuracy: 0.9270 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5370432138442993
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.600 85.095 79.100 85.767 82.865
	Acc: 0.950 OSCR : 74.393 AUROC_max_val (%): 85.095 AUROC_real (%): 76.414

Epoch 181/600
157/157 - 3s - loss: 0.6893 - accuracy: 0.9266 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5401464104652405
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.000 83.592 77.250 83.831 81.194
	Acc: 0.958 OSCR : 72.624 AUROC_max_val (%): 83.592 AUROC_real (%): 74.512

Epoch 182/600
157/157 - 3s - loss: 0.6957 - accuracy: 0.9273 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5338013768196106
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 84.307 78.050 85.039 81.800
	Acc: 0.954 OSCR : 73.207 AUROC_max_val (%): 84.307 AUROC_real (%): 75.141

Epoch 183/600
157/157 - 3s - loss: 0.6866 - accuracy: 0.9259 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5636134743690491
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 83.759 77.750 83.912 81.705
	Acc: 0.956 OSCR : 71.829 AUROC_max_val (%): 83.759 AUROC_real (%): 73.772

Epoch 184/600
157/157 - 3s - loss: 0.6921 - accuracy: 0.9270 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5610729455947876
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 83.772 77.400 83.946 81.548
	Acc: 0.954 OSCR : 72.304 AUROC_max_val (%): 83.772 AUROC_real (%): 74.247

Epoch 185/600
157/157 - 3s - loss: 0.6884 - accuracy: 0.9284 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5426926612854004
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 84.075 78.150 84.400 81.916
	Acc: 0.955 OSCR : 72.849 AUROC_max_val (%): 84.075 AUROC_real (%): 74.762

Epoch 186/600
157/157 - 3s - loss: 0.6896 - accuracy: 0.9268 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5340642333030701
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 84.536 78.100 84.866 82.706
	Acc: 0.956 OSCR : 73.661 AUROC_max_val (%): 84.536 AUROC_real (%): 75.636

Epoch 187/600
157/157 - 3s - loss: 0.6663 - accuracy: 0.9283 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5340794920921326
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 84.133 77.750 84.424 82.148
	Acc: 0.957 OSCR : 72.466 AUROC_max_val (%): 84.133 AUROC_real (%): 74.377

Epoch 188/600
157/157 - 3s - loss: 0.6708 - accuracy: 0.9283 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5412403345108032
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 84.135 78.000 84.422 82.231
	Acc: 0.953 OSCR : 72.619 AUROC_max_val (%): 84.135 AUROC_real (%): 74.615

Epoch 189/600
157/157 - 3s - loss: 0.6968 - accuracy: 0.9250 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5482937097549438
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.400 83.244 77.150 83.406 81.077
	Acc: 0.953 OSCR : 72.138 AUROC_max_val (%): 83.244 AUROC_real (%): 74.133

Epoch 190/600
157/157 - 3s - loss: 0.6970 - accuracy: 0.9241 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.536310076713562
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 83.759 77.900 83.935 81.632
	Acc: 0.953 OSCR : 72.258 AUROC_max_val (%): 83.759 AUROC_real (%): 74.206

Epoch 191/600
157/157 - 3s - loss: 0.6750 - accuracy: 0.9287 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5303215384483337
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 83.698 77.500 83.860 81.538
	Acc: 0.953 OSCR : 72.585 AUROC_max_val (%): 83.698 AUROC_real (%): 74.524

Epoch 192/600
157/157 - 3s - loss: 0.6648 - accuracy: 0.9293 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5309691429138184
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 83.994 78.100 84.321 81.671
	Acc: 0.956 OSCR : 72.532 AUROC_max_val (%): 83.994 AUROC_real (%): 74.441

Epoch 193/600
157/157 - 3s - loss: 0.6685 - accuracy: 0.9300 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5344588160514832
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 83.748 77.700 83.970 81.448
	Acc: 0.954 OSCR : 72.814 AUROC_max_val (%): 83.748 AUROC_real (%): 74.733

Epoch 194/600
157/157 - 3s - loss: 0.6733 - accuracy: 0.9273 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5298393368721008
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 84.029 77.850 84.290 81.787
	Acc: 0.955 OSCR : 73.031 AUROC_max_val (%): 84.029 AUROC_real (%): 74.958

Epoch 195/600
157/157 - 3s - loss: 0.6699 - accuracy: 0.9268 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5313922762870789
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 84.098 78.100 84.411 81.825
	Acc: 0.954 OSCR : 73.044 AUROC_max_val (%): 84.098 AUROC_real (%): 74.984

Epoch 196/600
157/157 - 3s - loss: 0.6719 - accuracy: 0.9294 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5321581363677979
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 83.857 77.750 84.117 81.580
	Acc: 0.954 OSCR : 73.072 AUROC_max_val (%): 83.857 AUROC_real (%): 75.007

Epoch 197/600
157/157 - 3s - loss: 0.6844 - accuracy: 0.9288 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5318710207939148
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 83.560 77.500 83.794 81.267
	Acc: 0.953 OSCR : 72.965 AUROC_max_val (%): 83.560 AUROC_real (%): 74.897

Epoch 198/600
157/157 - 3s - loss: 0.6740 - accuracy: 0.9275 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5288311243057251
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 83.554 77.450 83.761 81.274
	Acc: 0.954 OSCR : 72.881 AUROC_max_val (%): 83.554 AUROC_real (%): 74.801

Epoch 199/600
157/157 - 3s - loss: 0.6642 - accuracy: 0.9306 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5315361618995667
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 83.521 77.550 83.710 81.248
	Acc: 0.954 OSCR : 72.732 AUROC_max_val (%): 83.521 AUROC_real (%): 74.653

Epoch 200/600
157/157 - 3s - loss: 0.6787 - accuracy: 0.9294 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.530032217502594
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 83.581 77.600 83.817 81.301
	Acc: 0.954 OSCR : 72.871 AUROC_max_val (%): 83.581 AUROC_real (%): 74.797

Epoch 201/600
157/157 - 3s - loss: 0.6837 - accuracy: 0.9270 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5353162288665771
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 83.385 77.350 83.565 81.127
	Acc: 0.954 OSCR : 72.298 AUROC_max_val (%): 83.385 AUROC_real (%): 74.216

Epoch 202/600
157/157 - 3s - loss: 1.1311 - accuracy: 0.8817 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0373387336730957
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.000 79.352 73.550 81.411 74.844
	Acc: 0.926 OSCR : 57.764 AUROC_max_val (%): 79.352 AUROC_real (%): 60.150

Epoch 203/600
157/157 - 3s - loss: 1.1174 - accuracy: 0.8826 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.025516152381897
	accuracy: 0.9010000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.000 76.021 69.650 78.586 71.613
	Acc: 0.901 OSCR : 62.639 AUROC_max_val (%): 76.021 AUROC_real (%): 65.979

Epoch 204/600
157/157 - 3s - loss: 1.1005 - accuracy: 0.8868 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8798726797103882
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 84.915 78.600 87.078 81.398
	Acc: 0.930 OSCR : 70.017 AUROC_max_val (%): 84.915 AUROC_real (%): 73.350

Epoch 205/600
157/157 - 3s - loss: 1.1079 - accuracy: 0.8839 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8801774978637695
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.400 78.787 72.450 81.890 73.841
	Acc: 0.925 OSCR : 64.973 AUROC_max_val (%): 78.787 AUROC_real (%): 67.837

Epoch 206/600
157/157 - 3s - loss: 1.0786 - accuracy: 0.8849 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9566409587860107
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.300 76.814 72.200 76.153 73.205
	Acc: 0.920 OSCR : 67.605 AUROC_max_val (%): 76.814 AUROC_real (%): 70.464

Epoch 207/600
157/157 - 3s - loss: 1.0680 - accuracy: 0.8872 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7419674396514893
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 81.100 74.250 81.276 79.699
	Acc: 0.935 OSCR : 72.229 AUROC_max_val (%): 81.100 AUROC_real (%): 75.101

Epoch 208/600
157/157 - 3s - loss: 1.0865 - accuracy: 0.8865 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9997737407684326
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.200 77.220 71.200 77.808 73.710
	Acc: 0.918 OSCR : 65.069 AUROC_max_val (%): 77.220 AUROC_real (%): 68.131

Epoch 209/600
157/157 - 3s - loss: 1.0931 - accuracy: 0.8842 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.913008987903595
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.600 77.346 71.800 78.324 74.490
	Acc: 0.936 OSCR : 62.452 AUROC_max_val (%): 77.346 AUROC_real (%): 65.057

Epoch 210/600
157/157 - 3s - loss: 1.0645 - accuracy: 0.8893 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9687442183494568
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 79.731 74.100 80.287 76.167
	Acc: 0.921 OSCR : 69.973 AUROC_max_val (%): 79.731 AUROC_real (%): 73.392

Epoch 211/600
157/157 - 3s - loss: 1.0431 - accuracy: 0.8916 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9814991354942322
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.900 78.356 72.550 80.623 73.112
	Acc: 0.921 OSCR : 66.623 AUROC_max_val (%): 78.356 AUROC_real (%): 69.757

Epoch 212/600
157/157 - 3s - loss: 1.0920 - accuracy: 0.8839 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8592628836631775
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.800 82.037 76.350 85.113 76.047
	Acc: 0.921 OSCR : 68.613 AUROC_max_val (%): 82.037 AUROC_real (%): 71.316

Epoch 213/600
157/157 - 3s - loss: 1.0750 - accuracy: 0.8877 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7391608953475952
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 86.733 80.250 88.788 83.084
	Acc: 0.934 OSCR : 70.804 AUROC_max_val (%): 86.733 AUROC_real (%): 73.475

Epoch 214/600
157/157 - 3s - loss: 1.0505 - accuracy: 0.8889 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0078188180923462
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.400 81.026 75.100 83.162 76.498
	Acc: 0.931 OSCR : 59.341 AUROC_max_val (%): 81.026 AUROC_real (%): 61.829

Epoch 215/600
157/157 - 3s - loss: 1.0385 - accuracy: 0.8906 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8352409601211548
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.000 78.298 73.850 81.733 72.679
	Acc: 0.922 OSCR : 64.720 AUROC_max_val (%): 78.298 AUROC_real (%): 67.260

Epoch 216/600
157/157 - 3s - loss: 1.0528 - accuracy: 0.8900 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.748977780342102
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.700 80.235 74.350 81.214 75.585
	Acc: 0.929 OSCR : 71.671 AUROC_max_val (%): 80.235 AUROC_real (%): 74.242

Epoch 217/600
157/157 - 3s - loss: 1.0391 - accuracy: 0.8924 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8451874852180481
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.900 75.419 70.200 76.693 71.067
	Acc: 0.921 OSCR : 68.361 AUROC_max_val (%): 75.419 AUROC_real (%): 71.099

Epoch 218/600
157/157 - 3s - loss: 0.9955 - accuracy: 0.8960 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7542730569839478
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 86.231 78.500 88.143 83.344
	Acc: 0.938 OSCR : 72.059 AUROC_max_val (%): 86.231 AUROC_real (%): 75.097

Epoch 219/600
157/157 - 3s - loss: 1.0115 - accuracy: 0.8947 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7139398455619812
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.600 78.834 73.600 77.919 76.991
	Acc: 0.939 OSCR : 69.494 AUROC_max_val (%): 78.834 AUROC_real (%): 71.804

Epoch 220/600
157/157 - 3s - loss: 1.0046 - accuracy: 0.8950 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9861897826194763
	accuracy: 0.9129999876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.500 74.833 69.900 77.410 70.124
	Acc: 0.913 OSCR : 61.469 AUROC_max_val (%): 74.833 AUROC_real (%): 64.513

Epoch 221/600
157/157 - 3s - loss: 1.0037 - accuracy: 0.8959 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.695936381816864
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.900 81.788 75.650 84.308 77.181
	Acc: 0.936 OSCR : 71.808 AUROC_max_val (%): 81.788 AUROC_real (%): 74.362

Epoch 222/600
157/157 - 3s - loss: 1.0487 - accuracy: 0.8899 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7319236993789673
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.900 83.597 77.350 84.830 79.712
	Acc: 0.932 OSCR : 73.578 AUROC_max_val (%): 83.597 AUROC_real (%): 76.356

Epoch 223/600
157/157 - 3s - loss: 1.0104 - accuracy: 0.8935 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0398858785629272
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 87.010 80.050 88.709 84.017
	Acc: 0.935 OSCR : 65.121 AUROC_max_val (%): 87.010 AUROC_real (%): 67.809

Epoch 224/600
157/157 - 3s - loss: 1.0177 - accuracy: 0.8932 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8486645221710205
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 81.568 74.450 83.029 78.939
	Acc: 0.939 OSCR : 67.439 AUROC_max_val (%): 81.568 AUROC_real (%): 69.949

Epoch 225/600
157/157 - 3s - loss: 0.9822 - accuracy: 0.8976 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0093191862106323
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 86.046 79.550 88.712 81.909
	Acc: 0.916 OSCR : 69.191 AUROC_max_val (%): 86.046 AUROC_real (%): 72.970

Epoch 226/600
157/157 - 3s - loss: 1.0082 - accuracy: 0.8945 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6998513340950012
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 83.985 78.250 85.789 80.220
	Acc: 0.942 OSCR : 70.118 AUROC_max_val (%): 83.985 AUROC_real (%): 72.278

Epoch 227/600
157/157 - 3s - loss: 0.9618 - accuracy: 0.8994 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6235401034355164
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.800 79.494 74.000 79.585 76.666
	Acc: 0.947 OSCR : 68.757 AUROC_max_val (%): 79.494 AUROC_real (%): 70.725

Epoch 228/600
157/157 - 3s - loss: 0.9615 - accuracy: 0.9003 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9348928332328796
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.800 83.911 76.550 85.605 80.612
	Acc: 0.932 OSCR : 64.456 AUROC_max_val (%): 83.911 AUROC_real (%): 67.269

Epoch 229/600
157/157 - 3s - loss: 0.9687 - accuracy: 0.8969 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7314670085906982
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 81.945 75.900 83.742 78.692
	Acc: 0.935 OSCR : 67.195 AUROC_max_val (%): 81.945 AUROC_real (%): 69.759

Epoch 230/600
157/157 - 3s - loss: 0.9619 - accuracy: 0.8990 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6038773059844971
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.200 83.360 77.400 84.967 79.445
	Acc: 0.947 OSCR : 69.545 AUROC_max_val (%): 83.360 AUROC_real (%): 71.664

Epoch 231/600
157/157 - 3s - loss: 0.9530 - accuracy: 0.8986 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8052690625190735
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.500 82.630 76.450 83.372 78.917
	Acc: 0.931 OSCR : 74.046 AUROC_max_val (%): 82.630 AUROC_real (%): 77.256

Epoch 232/600
157/157 - 3s - loss: 0.9763 - accuracy: 0.8977 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7912498712539673
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.100 79.957 73.750 81.453 75.554
	Acc: 0.932 OSCR : 68.234 AUROC_max_val (%): 79.957 AUROC_real (%): 70.947

Epoch 233/600
157/157 - 3s - loss: 0.9785 - accuracy: 0.8959 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7864423394203186
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.900 83.722 77.450 86.280 79.694
	Acc: 0.943 OSCR : 62.568 AUROC_max_val (%): 83.722 AUROC_real (%): 64.669

Epoch 234/600
157/157 - 3s - loss: 0.9664 - accuracy: 0.8970 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6481262445449829
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 86.431 79.500 87.942 83.336
	Acc: 0.938 OSCR : 74.333 AUROC_max_val (%): 86.431 AUROC_real (%): 77.097

Epoch 235/600
157/157 - 3s - loss: 0.9459 - accuracy: 0.9013 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6623233556747437
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 81.914 75.750 83.162 79.184
	Acc: 0.942 OSCR : 68.104 AUROC_max_val (%): 81.914 AUROC_real (%): 70.307

Epoch 236/600
157/157 - 3s - loss: 0.9443 - accuracy: 0.9015 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9024072289466858
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.900 79.908 73.950 81.173 75.690
	Acc: 0.931 OSCR : 65.175 AUROC_max_val (%): 79.908 AUROC_real (%): 68.237

Epoch 237/600
157/157 - 3s - loss: 0.9481 - accuracy: 0.9007 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7310997247695923
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.600 81.730 75.950 83.368 76.599
	Acc: 0.936 OSCR : 74.294 AUROC_max_val (%): 81.730 AUROC_real (%): 77.087

Epoch 238/600
157/157 - 3s - loss: 0.9509 - accuracy: 0.9008 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7063578963279724
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.200 83.699 77.600 85.734 79.165
	Acc: 0.935 OSCR : 74.236 AUROC_max_val (%): 83.699 AUROC_real (%): 76.865

Epoch 239/600
157/157 - 3s - loss: 0.9413 - accuracy: 0.9032 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6076878309249878
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 83.266 76.550 84.825 79.797
	Acc: 0.948 OSCR : 71.237 AUROC_max_val (%): 83.266 AUROC_real (%): 73.219

Epoch 240/600
157/157 - 3s - loss: 0.9512 - accuracy: 0.9000 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9085844159126282
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.500 78.922 73.350 79.367 74.396
	Acc: 0.930 OSCR : 64.520 AUROC_max_val (%): 78.922 AUROC_real (%): 67.328

Epoch 241/600
157/157 - 3s - loss: 0.9770 - accuracy: 0.8965 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9532314538955688
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.000 81.941 75.700 85.208 76.630
	Acc: 0.931 OSCR : 60.379 AUROC_max_val (%): 81.941 AUROC_real (%): 63.051

Epoch 242/600
157/157 - 3s - loss: 0.9319 - accuracy: 0.9008 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8286948204040527
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.800 84.928 78.700 87.204 80.311
	Acc: 0.933 OSCR : 67.303 AUROC_max_val (%): 84.928 AUROC_real (%): 69.922

Epoch 243/600
157/157 - 3s - loss: 0.9285 - accuracy: 0.9006 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6289775371551514
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.700 78.976 72.800 80.066 74.473
	Acc: 0.951 OSCR : 67.305 AUROC_max_val (%): 78.976 AUROC_real (%): 69.192

Epoch 244/600
157/157 - 3s - loss: 0.9185 - accuracy: 0.9036 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.949946939945221
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.400 78.046 72.300 79.240 74.106
	Acc: 0.927 OSCR : 61.738 AUROC_max_val (%): 78.046 AUROC_real (%): 64.494

Epoch 245/600
157/157 - 3s - loss: 0.9030 - accuracy: 0.9060 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7919408679008484
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.700 80.640 74.650 82.571 76.827
	Acc: 0.934 OSCR : 69.290 AUROC_max_val (%): 80.640 AUROC_real (%): 71.761

Epoch 246/600
157/157 - 3s - loss: 0.9027 - accuracy: 0.9072 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8234916925430298
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 81.760 74.100 82.443 79.998
	Acc: 0.929 OSCR : 67.152 AUROC_max_val (%): 81.760 AUROC_real (%): 69.797

Epoch 247/600
157/157 - 3s - loss: 0.9206 - accuracy: 0.9035 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6069231033325195
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 83.812 77.250 84.827 81.095
	Acc: 0.945 OSCR : 73.964 AUROC_max_val (%): 83.812 AUROC_real (%): 76.305

Epoch 248/600
157/157 - 3s - loss: 0.9216 - accuracy: 0.9027 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8112384080886841
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.500 83.880 78.150 86.069 80.427
	Acc: 0.932 OSCR : 69.350 AUROC_max_val (%): 83.880 AUROC_real (%): 72.341

Epoch 249/600
157/157 - 3s - loss: 0.8998 - accuracy: 0.9063 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6848528385162354
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 85.802 79.150 87.897 80.958
	Acc: 0.945 OSCR : 75.182 AUROC_max_val (%): 85.802 AUROC_real (%): 77.667

Epoch 250/600
157/157 - 3s - loss: 0.8797 - accuracy: 0.9078 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6387148499488831
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 83.972 76.650 85.752 80.360
	Acc: 0.937 OSCR : 70.992 AUROC_max_val (%): 83.972 AUROC_real (%): 73.258

Epoch 251/600
157/157 - 3s - loss: 0.8878 - accuracy: 0.9061 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6170604825019836
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.000 83.978 77.650 85.097 80.808
	Acc: 0.944 OSCR : 72.440 AUROC_max_val (%): 83.978 AUROC_real (%): 74.514

Epoch 252/600
157/157 - 3s - loss: 0.8751 - accuracy: 0.9080 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6117607951164246
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 81.534 75.500 81.438 78.898
	Acc: 0.940 OSCR : 73.543 AUROC_max_val (%): 81.534 AUROC_real (%): 75.998

Epoch 253/600
157/157 - 3s - loss: 0.8833 - accuracy: 0.9068 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5710999369621277
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 85.469 79.450 87.132 81.848
	Acc: 0.943 OSCR : 74.450 AUROC_max_val (%): 85.469 AUROC_real (%): 76.700

Epoch 254/600
157/157 - 3s - loss: 0.8806 - accuracy: 0.9073 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6361200213432312
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 84.918 78.600 86.400 81.232
	Acc: 0.949 OSCR : 74.966 AUROC_max_val (%): 84.918 AUROC_real (%): 77.153

Epoch 255/600
157/157 - 3s - loss: 0.8783 - accuracy: 0.9072 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5889310836791992
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.600 87.305 80.550 88.618 84.780
	Acc: 0.938 OSCR : 78.886 AUROC_max_val (%): 87.305 AUROC_real (%): 81.540

Epoch 256/600
157/157 - 3s - loss: 0.8542 - accuracy: 0.9094 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7741823792457581
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.800 79.693 73.850 81.295 76.024
	Acc: 0.938 OSCR : 66.883 AUROC_max_val (%): 79.693 AUROC_real (%): 69.204

Epoch 257/600
157/157 - 3s - loss: 0.8812 - accuracy: 0.9064 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7544878125190735
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 88.075 80.850 90.169 85.088
	Acc: 0.942 OSCR : 71.025 AUROC_max_val (%): 88.075 AUROC_real (%): 73.852

Epoch 258/600
157/157 - 3s - loss: 0.8501 - accuracy: 0.9105 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5842932462692261
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.300 77.159 72.200 74.933 75.621
	Acc: 0.948 OSCR : 72.931 AUROC_max_val (%): 77.159 AUROC_real (%): 75.103

Epoch 259/600
157/157 - 3s - loss: 0.8711 - accuracy: 0.9064 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7078815698623657
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 82.949 77.100 84.710 79.219
	Acc: 0.938 OSCR : 71.751 AUROC_max_val (%): 82.949 AUROC_real (%): 74.607

Epoch 260/600
157/157 - 3s - loss: 0.8632 - accuracy: 0.9094 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6733632683753967
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 85.266 79.200 85.831 82.557
	Acc: 0.946 OSCR : 69.907 AUROC_max_val (%): 85.266 AUROC_real (%): 72.179

Epoch 261/600
157/157 - 3s - loss: 0.8612 - accuracy: 0.9082 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7554174065589905
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.400 80.115 74.000 81.334 76.240
	Acc: 0.935 OSCR : 65.917 AUROC_max_val (%): 80.115 AUROC_real (%): 68.290

Epoch 262/600
157/157 - 3s - loss: 0.8451 - accuracy: 0.9096 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6745634078979492
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 84.038 77.150 84.311 82.045
	Acc: 0.955 OSCR : 70.920 AUROC_max_val (%): 84.038 AUROC_real (%): 72.781

Epoch 263/600
157/157 - 3s - loss: 0.8422 - accuracy: 0.9108 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49095618724823
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.800 80.536 75.100 79.305 78.558
	Acc: 0.952 OSCR : 73.828 AUROC_max_val (%): 80.536 AUROC_real (%): 75.511

Epoch 264/600
157/157 - 3s - loss: 0.8452 - accuracy: 0.9115 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7723659873008728
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.100 81.209 75.500 82.605 76.065
	Acc: 0.933 OSCR : 69.532 AUROC_max_val (%): 81.209 AUROC_real (%): 71.996

Epoch 265/600
157/157 - 3s - loss: 0.8308 - accuracy: 0.9135 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6803357601165771
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.700 79.909 73.550 78.956 77.947
	Acc: 0.937 OSCR : 70.114 AUROC_max_val (%): 79.909 AUROC_real (%): 72.437

Epoch 266/600
157/157 - 3s - loss: 0.8277 - accuracy: 0.9125 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6952977180480957
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 83.770 77.300 84.169 81.231
	Acc: 0.954 OSCR : 69.513 AUROC_max_val (%): 83.770 AUROC_real (%): 71.405

Epoch 267/600
157/157 - 3s - loss: 0.8324 - accuracy: 0.9112 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6577789187431335
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.400 88.849 81.600 90.425 85.908
	Acc: 0.936 OSCR : 78.236 AUROC_max_val (%): 88.849 AUROC_real (%): 81.070

Epoch 268/600
157/157 - 3s - loss: 0.8370 - accuracy: 0.9108 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9766348600387573
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.900 79.661 74.350 78.021 78.756
	Acc: 0.935 OSCR : 64.878 AUROC_max_val (%): 79.661 AUROC_real (%): 67.843

Epoch 269/600
157/157 - 3s - loss: 0.8133 - accuracy: 0.9143 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7755469679832458
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 86.060 79.050 86.184 83.528
	Acc: 0.937 OSCR : 68.697 AUROC_max_val (%): 86.060 AUROC_real (%): 71.216

Epoch 270/600
157/157 - 3s - loss: 0.8125 - accuracy: 0.9128 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7356653809547424
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 83.025 75.750 84.187 80.362
	Acc: 0.949 OSCR : 60.847 AUROC_max_val (%): 83.025 AUROC_real (%): 62.813

Epoch 271/600
157/157 - 3s - loss: 0.8149 - accuracy: 0.9143 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7210710644721985
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.300 81.535 75.250 82.489 77.404
	Acc: 0.933 OSCR : 71.478 AUROC_max_val (%): 81.535 AUROC_real (%): 74.163

Epoch 272/600
157/157 - 3s - loss: 0.8264 - accuracy: 0.9143 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.716658890247345
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 81.895 75.850 83.267 77.816
	Acc: 0.936 OSCR : 70.989 AUROC_max_val (%): 81.895 AUROC_real (%): 73.632

Epoch 273/600
157/157 - 3s - loss: 0.8097 - accuracy: 0.9143 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8310189843177795
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.700 73.719 69.050 69.544 73.441
	Acc: 0.941 OSCR : 66.195 AUROC_max_val (%): 73.719 AUROC_real (%): 68.338

Epoch 274/600
157/157 - 3s - loss: 0.8046 - accuracy: 0.9159 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5759493112564087
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.700 82.333 76.250 83.210 79.118
	Acc: 0.944 OSCR : 70.840 AUROC_max_val (%): 82.333 AUROC_real (%): 72.905

Epoch 275/600
157/157 - 3s - loss: 0.8075 - accuracy: 0.9140 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5732172131538391
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.600 83.066 77.200 84.163 79.752
	Acc: 0.949 OSCR : 77.366 AUROC_max_val (%): 83.066 AUROC_real (%): 79.648

Epoch 276/600
157/157 - 3s - loss: 0.8139 - accuracy: 0.9127 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5153701901435852
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 84.289 77.550 84.821 81.921
	Acc: 0.956 OSCR : 74.828 AUROC_max_val (%): 84.289 AUROC_real (%): 76.896

Epoch 277/600
157/157 - 3s - loss: 0.7918 - accuracy: 0.9166 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5997978448867798
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 83.396 77.150 83.832 81.018
	Acc: 0.951 OSCR : 66.795 AUROC_max_val (%): 83.396 AUROC_real (%): 68.787

Epoch 278/600
157/157 - 3s - loss: 0.7816 - accuracy: 0.9180 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6126422882080078
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 80.703 74.500 79.256 78.972
	Acc: 0.955 OSCR : 66.830 AUROC_max_val (%): 80.703 AUROC_real (%): 68.843

Epoch 279/600
157/157 - 3s - loss: 0.7798 - accuracy: 0.9183 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5026754140853882
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 81.670 75.900 79.927 79.897
	Acc: 0.951 OSCR : 75.417 AUROC_max_val (%): 81.670 AUROC_real (%): 77.495

Epoch 280/600
157/157 - 3s - loss: 0.7879 - accuracy: 0.9179 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.669503390789032
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 80.282 74.750 80.380 77.451
	Acc: 0.946 OSCR : 67.472 AUROC_max_val (%): 80.282 AUROC_real (%): 69.549

Epoch 281/600
157/157 - 3s - loss: 0.7565 - accuracy: 0.9206 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8131600618362427
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.000 75.144 69.750 73.180 74.012
	Acc: 0.940 OSCR : 65.841 AUROC_max_val (%): 75.144 AUROC_real (%): 67.969

Epoch 282/600
157/157 - 3s - loss: 0.7752 - accuracy: 0.9171 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4942375421524048
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.071 78.100 85.614 82.848
	Acc: 0.950 OSCR : 73.379 AUROC_max_val (%): 85.071 AUROC_real (%): 75.351

Epoch 283/600
157/157 - 3s - loss: 0.7792 - accuracy: 0.9189 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5417572855949402
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.600 87.336 80.600 88.781 85.015
	Acc: 0.946 OSCR : 71.910 AUROC_max_val (%): 87.336 AUROC_real (%): 74.172

Epoch 284/600
157/157 - 3s - loss: 0.7927 - accuracy: 0.9154 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6154350638389587
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 83.637 76.600 85.030 80.784
	Acc: 0.944 OSCR : 66.600 AUROC_max_val (%): 83.637 AUROC_real (%): 68.781

Epoch 285/600
157/157 - 3s - loss: 0.7517 - accuracy: 0.9200 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5948457717895508
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.700 80.062 74.300 79.012 77.582
	Acc: 0.946 OSCR : 73.085 AUROC_max_val (%): 80.062 AUROC_real (%): 75.445

Epoch 286/600
157/157 - 3s - loss: 0.7683 - accuracy: 0.9180 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5901777148246765
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 84.289 77.750 84.170 81.906
	Acc: 0.954 OSCR : 67.084 AUROC_max_val (%): 84.289 AUROC_real (%): 68.922

Epoch 287/600
157/157 - 3s - loss: 0.7966 - accuracy: 0.9152 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6140499114990234
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.100 73.515 69.200 68.884 72.320
	Acc: 0.940 OSCR : 68.119 AUROC_max_val (%): 73.515 AUROC_real (%): 70.172

Epoch 288/600
157/157 - 3s - loss: 0.7396 - accuracy: 0.9225 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.557235836982727
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.000 85.970 79.300 86.867 82.674
	Acc: 0.951 OSCR : 69.966 AUROC_max_val (%): 85.970 AUROC_real (%): 71.846

Epoch 289/600
157/157 - 3s - loss: 0.7412 - accuracy: 0.9219 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5333345532417297
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 82.984 76.700 81.820 81.546
	Acc: 0.953 OSCR : 72.659 AUROC_max_val (%): 82.984 AUROC_real (%): 74.662

Epoch 290/600
157/157 - 3s - loss: 0.7731 - accuracy: 0.9186 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6601247787475586
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 80.618 73.950 79.156 78.103
	Acc: 0.948 OSCR : 66.991 AUROC_max_val (%): 80.618 AUROC_real (%): 69.127

Epoch 291/600
157/157 - 3s - loss: 0.7631 - accuracy: 0.9216 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.70824134349823
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 73.938 68.700 69.689 74.008
	Acc: 0.947 OSCR : 67.263 AUROC_max_val (%): 73.938 AUROC_real (%): 69.402

Epoch 292/600
157/157 - 3s - loss: 0.7262 - accuracy: 0.9219 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4994328022003174
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 83.263 75.950 83.020 81.385
	Acc: 0.956 OSCR : 74.266 AUROC_max_val (%): 83.263 AUROC_real (%): 76.196

Epoch 293/600
157/157 - 3s - loss: 0.7351 - accuracy: 0.9215 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5617367029190063
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.700 83.346 77.200 83.547 80.282
	Acc: 0.947 OSCR : 70.375 AUROC_max_val (%): 83.346 AUROC_real (%): 72.398

Epoch 294/600
157/157 - 3s - loss: 0.7447 - accuracy: 0.9213 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5607242584228516
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 82.779 76.700 82.302 79.568
	Acc: 0.955 OSCR : 73.303 AUROC_max_val (%): 82.779 AUROC_real (%): 75.199

Epoch 295/600
157/157 - 3s - loss: 0.7397 - accuracy: 0.9217 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5590466260910034
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 84.858 77.700 85.311 82.287
	Acc: 0.949 OSCR : 71.965 AUROC_max_val (%): 84.858 AUROC_real (%): 74.118

Epoch 296/600
157/157 - 3s - loss: 0.7120 - accuracy: 0.9233 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5146545767784119
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 86.284 79.600 87.165 83.412
	Acc: 0.954 OSCR : 76.918 AUROC_max_val (%): 86.284 AUROC_real (%): 79.102

Epoch 297/600
157/157 - 3s - loss: 0.7084 - accuracy: 0.9257 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.703749418258667
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 80.908 74.400 81.535 77.981
	Acc: 0.939 OSCR : 68.035 AUROC_max_val (%): 80.908 AUROC_real (%): 70.289

Epoch 298/600
157/157 - 3s - loss: 0.7364 - accuracy: 0.9207 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6369643211364746
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 83.914 77.550 85.126 80.223
	Acc: 0.946 OSCR : 71.453 AUROC_max_val (%): 83.914 AUROC_real (%): 73.661

Epoch 299/600
157/157 - 3s - loss: 0.7088 - accuracy: 0.9263 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6886152029037476
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 84.454 77.950 85.430 82.046
	Acc: 0.943 OSCR : 67.782 AUROC_max_val (%): 84.454 AUROC_real (%): 70.024

Epoch 300/600
157/157 - 3s - loss: 0.7018 - accuracy: 0.9263 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5678547620773315
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 84.745 77.950 85.127 82.506
	Acc: 0.953 OSCR : 69.208 AUROC_max_val (%): 84.745 AUROC_real (%): 71.072

Epoch 301/600
157/157 - 3s - loss: 0.7352 - accuracy: 0.9245 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6016314625740051
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 83.075 76.400 83.954 80.330
	Acc: 0.953 OSCR : 68.261 AUROC_max_val (%): 83.075 AUROC_real (%): 70.556

Epoch 302/600
157/157 - 3s - loss: 0.7067 - accuracy: 0.9261 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5208408236503601
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.100 82.417 76.900 81.593 79.516
	Acc: 0.951 OSCR : 74.470 AUROC_max_val (%): 82.417 AUROC_real (%): 76.402

Epoch 303/600
157/157 - 3s - loss: 0.7123 - accuracy: 0.9252 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5411815047264099
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 84.017 77.650 83.815 81.996
	Acc: 0.952 OSCR : 73.561 AUROC_max_val (%): 84.017 AUROC_real (%): 75.733

Epoch 304/600
157/157 - 3s - loss: 0.6979 - accuracy: 0.9261 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5200352072715759
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 79.797 73.150 77.453 78.175
	Acc: 0.954 OSCR : 72.325 AUROC_max_val (%): 79.797 AUROC_real (%): 74.219

Epoch 305/600
157/157 - 3s - loss: 0.7000 - accuracy: 0.9268 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6606415510177612
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.500 78.700 73.350 77.918 75.079
	Acc: 0.941 OSCR : 67.934 AUROC_max_val (%): 78.700 AUROC_real (%): 69.963

Epoch 306/600
157/157 - 3s - loss: 0.6873 - accuracy: 0.9273 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5566683411598206
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 84.818 78.050 84.405 82.735
	Acc: 0.955 OSCR : 71.250 AUROC_max_val (%): 84.818 AUROC_real (%): 73.343

Epoch 307/600
157/157 - 3s - loss: 0.6826 - accuracy: 0.9265 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5644675493240356
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 86.580 79.050 86.778 85.202
	Acc: 0.948 OSCR : 72.577 AUROC_max_val (%): 86.580 AUROC_real (%): 74.962

Epoch 308/600
157/157 - 3s - loss: 0.6929 - accuracy: 0.9272 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5814070701599121
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.500 81.102 75.300 81.135 78.156
	Acc: 0.948 OSCR : 70.377 AUROC_max_val (%): 81.102 AUROC_real (%): 72.442

Epoch 309/600
157/157 - 3s - loss: 0.6957 - accuracy: 0.9258 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5079119801521301
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.900 88.521 81.600 89.827 85.714
	Acc: 0.953 OSCR : 74.775 AUROC_max_val (%): 88.521 AUROC_real (%): 76.718

Epoch 310/600
157/157 - 3s - loss: 0.6870 - accuracy: 0.9280 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6652681231498718
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.200 80.288 73.750 78.536 78.373
	Acc: 0.942 OSCR : 68.573 AUROC_max_val (%): 80.288 AUROC_real (%): 71.093

Epoch 311/600
157/157 - 3s - loss: 0.6840 - accuracy: 0.9254 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5759298801422119
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 84.864 78.600 86.351 81.959
	Acc: 0.950 OSCR : 68.192 AUROC_max_val (%): 84.864 AUROC_real (%): 70.264

Epoch 312/600
157/157 - 3s - loss: 0.6600 - accuracy: 0.9299 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5875775218009949
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.000 85.142 78.850 85.639 82.472
	Acc: 0.952 OSCR : 69.281 AUROC_max_val (%): 85.142 AUROC_real (%): 71.335

Epoch 313/600
157/157 - 3s - loss: 0.6935 - accuracy: 0.9268 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49515435099601746
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 85.940 78.400 86.287 83.879
	Acc: 0.954 OSCR : 73.938 AUROC_max_val (%): 85.940 AUROC_real (%): 75.975

Epoch 314/600
157/157 - 3s - loss: 0.6535 - accuracy: 0.9311 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6080743074417114
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 85.407 79.000 86.980 81.619
	Acc: 0.947 OSCR : 69.199 AUROC_max_val (%): 85.407 AUROC_real (%): 71.374

Epoch 315/600
157/157 - 3s - loss: 0.6806 - accuracy: 0.9284 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5913480520248413
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.000 87.986 81.600 88.936 85.571
	Acc: 0.952 OSCR : 70.308 AUROC_max_val (%): 87.986 AUROC_real (%): 72.458

Epoch 316/600
157/157 - 3s - loss: 0.6486 - accuracy: 0.9335 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5947139859199524
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 84.679 77.300 85.548 82.119
	Acc: 0.948 OSCR : 71.057 AUROC_max_val (%): 84.679 AUROC_real (%): 73.314

Epoch 317/600
157/157 - 3s - loss: 0.6419 - accuracy: 0.9318 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5709130167961121
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 83.220 76.650 83.840 80.106
	Acc: 0.952 OSCR : 71.517 AUROC_max_val (%): 83.220 AUROC_real (%): 73.620

Epoch 318/600
157/157 - 3s - loss: 0.6519 - accuracy: 0.9302 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6090567708015442
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 87.388 80.500 88.117 84.802
	Acc: 0.951 OSCR : 69.120 AUROC_max_val (%): 87.388 AUROC_real (%): 71.109

Epoch 319/600
157/157 - 3s - loss: 0.6819 - accuracy: 0.9291 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5238037109375
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.800 85.832 79.050 85.878 83.782
	Acc: 0.951 OSCR : 76.237 AUROC_max_val (%): 85.832 AUROC_real (%): 78.555

Epoch 320/600
157/157 - 3s - loss: 0.6552 - accuracy: 0.9301 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5558665990829468
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 84.588 78.200 84.775 82.762
	Acc: 0.952 OSCR : 70.804 AUROC_max_val (%): 84.588 AUROC_real (%): 72.768

Epoch 321/600
157/157 - 3s - loss: 0.6408 - accuracy: 0.9324 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5857765674591064
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 84.777 77.700 85.667 82.755
	Acc: 0.950 OSCR : 69.185 AUROC_max_val (%): 84.777 AUROC_real (%): 71.382

Epoch 322/600
157/157 - 3s - loss: 0.6549 - accuracy: 0.9302 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45548421144485474
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 85.973 78.900 86.355 83.730
	Acc: 0.957 OSCR : 72.961 AUROC_max_val (%): 85.973 AUROC_real (%): 74.807

Epoch 323/600
157/157 - 3s - loss: 0.6689 - accuracy: 0.9287 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5545147657394409
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.900 88.090 81.550 88.709 86.223
	Acc: 0.954 OSCR : 71.444 AUROC_max_val (%): 88.090 AUROC_real (%): 73.646

Epoch 324/600
157/157 - 3s - loss: 0.6513 - accuracy: 0.9308 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5043233633041382
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.600 84.927 78.250 85.081 83.232
	Acc: 0.950 OSCR : 74.085 AUROC_max_val (%): 84.927 AUROC_real (%): 76.176

Epoch 325/600
157/157 - 3s - loss: 0.6470 - accuracy: 0.9326 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4986887574195862
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 86.590 80.500 86.650 84.772
	Acc: 0.953 OSCR : 77.027 AUROC_max_val (%): 86.590 AUROC_real (%): 79.239

Epoch 326/600
157/157 - 3s - loss: 0.6398 - accuracy: 0.9328 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5506216883659363
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 84.556 77.300 85.260 82.409
	Acc: 0.947 OSCR : 70.423 AUROC_max_val (%): 84.556 AUROC_real (%): 72.676

Epoch 327/600
157/157 - 3s - loss: 0.6328 - accuracy: 0.9329 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49915972352027893
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.100 82.776 76.250 83.469 80.255
	Acc: 0.951 OSCR : 72.345 AUROC_max_val (%): 82.776 AUROC_real (%): 74.322

Epoch 328/600
157/157 - 3s - loss: 0.6225 - accuracy: 0.9337 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.521492600440979
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.800 87.617 80.700 88.104 85.813
	Acc: 0.954 OSCR : 77.707 AUROC_max_val (%): 87.617 AUROC_real (%): 80.109

Epoch 329/600
157/157 - 3s - loss: 0.6111 - accuracy: 0.9341 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.51323002576828
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 85.019 78.350 84.405 83.349
	Acc: 0.958 OSCR : 75.512 AUROC_max_val (%): 85.019 AUROC_real (%): 77.620

Epoch 330/600
157/157 - 3s - loss: 0.6313 - accuracy: 0.9329 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5325015187263489
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 85.988 79.900 86.133 84.037
	Acc: 0.956 OSCR : 72.463 AUROC_max_val (%): 85.988 AUROC_real (%): 74.579

Epoch 331/600
157/157 - 3s - loss: 0.6260 - accuracy: 0.9327 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46472734212875366
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 85.343 78.800 85.487 83.995
	Acc: 0.957 OSCR : 75.544 AUROC_max_val (%): 85.343 AUROC_real (%): 77.526

Epoch 332/600
157/157 - 3s - loss: 0.6056 - accuracy: 0.9362 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4777188003063202
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 84.585 77.100 83.480 82.974
	Acc: 0.960 OSCR : 72.451 AUROC_max_val (%): 84.585 AUROC_real (%): 74.479

Epoch 333/600
157/157 - 3s - loss: 0.6138 - accuracy: 0.9348 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4745689630508423
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.700 88.189 80.500 89.180 86.337
	Acc: 0.958 OSCR : 77.277 AUROC_max_val (%): 88.189 AUROC_real (%): 79.480

Epoch 334/600
157/157 - 3s - loss: 0.6118 - accuracy: 0.9344 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5056774020195007
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 87.700 80.700 88.408 85.751
	Acc: 0.955 OSCR : 76.666 AUROC_max_val (%): 87.700 AUROC_real (%): 78.916

Epoch 335/600
157/157 - 3s - loss: 0.6001 - accuracy: 0.9373 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5329219698905945
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 85.764 78.850 85.803 83.650
	Acc: 0.957 OSCR : 75.889 AUROC_max_val (%): 85.764 AUROC_real (%): 78.194

Epoch 336/600
157/157 - 3s - loss: 0.6027 - accuracy: 0.9355 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49457457661628723
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 81.798 75.550 80.590 79.833
	Acc: 0.962 OSCR : 71.691 AUROC_max_val (%): 81.798 AUROC_real (%): 73.591

Epoch 337/600
157/157 - 3s - loss: 0.6148 - accuracy: 0.9345 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5088376402854919
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 86.161 79.250 86.361 83.700
	Acc: 0.961 OSCR : 71.421 AUROC_max_val (%): 86.161 AUROC_real (%): 73.370

Epoch 338/600
157/157 - 3s - loss: 0.5762 - accuracy: 0.9383 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4678120017051697
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 85.824 78.100 86.438 84.146
	Acc: 0.959 OSCR : 74.724 AUROC_max_val (%): 85.824 AUROC_real (%): 76.755

Epoch 339/600
157/157 - 3s - loss: 0.6093 - accuracy: 0.9366 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5016154646873474
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 83.420 77.000 84.035 80.967
	Acc: 0.959 OSCR : 72.511 AUROC_max_val (%): 83.420 AUROC_real (%): 74.265

Epoch 340/600
157/157 - 3s - loss: 0.5897 - accuracy: 0.9380 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4850626587867737
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 84.425 77.650 84.053 82.880
	Acc: 0.959 OSCR : 73.528 AUROC_max_val (%): 84.425 AUROC_real (%): 75.466

Epoch 341/600
157/157 - 3s - loss: 0.5891 - accuracy: 0.9372 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5053817629814148
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 85.383 78.100 86.318 83.027
	Acc: 0.955 OSCR : 72.166 AUROC_max_val (%): 85.383 AUROC_real (%): 74.100

Epoch 342/600
157/157 - 3s - loss: 0.5874 - accuracy: 0.9362 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.508989691734314
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 83.090 76.300 82.903 81.576
	Acc: 0.958 OSCR : 70.975 AUROC_max_val (%): 83.090 AUROC_real (%): 72.912

Epoch 343/600
157/157 - 3s - loss: 0.5835 - accuracy: 0.9377 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49420008063316345
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 86.940 79.900 87.153 85.483
	Acc: 0.957 OSCR : 76.195 AUROC_max_val (%): 86.940 AUROC_real (%): 78.408

Epoch 344/600
157/157 - 3s - loss: 0.5754 - accuracy: 0.9379 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47742992639541626
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 86.904 80.300 87.426 84.485
	Acc: 0.959 OSCR : 74.880 AUROC_max_val (%): 86.904 AUROC_real (%): 76.830

Epoch 345/600
157/157 - 3s - loss: 0.5818 - accuracy: 0.9382 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5013096332550049
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 86.119 79.750 86.781 83.111
	Acc: 0.954 OSCR : 74.865 AUROC_max_val (%): 86.119 AUROC_real (%): 76.846

Epoch 346/600
157/157 - 3s - loss: 0.5949 - accuracy: 0.9367 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5148585438728333
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 85.643 78.700 85.707 83.686
	Acc: 0.956 OSCR : 74.409 AUROC_max_val (%): 85.643 AUROC_real (%): 76.488

Epoch 347/600
157/157 - 3s - loss: 0.5709 - accuracy: 0.9397 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48858755826950073
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 88.460 82.100 89.310 86.194
	Acc: 0.957 OSCR : 76.649 AUROC_max_val (%): 88.460 AUROC_real (%): 78.840

Epoch 348/600
157/157 - 3s - loss: 0.5930 - accuracy: 0.9362 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49206650257110596
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 85.519 79.100 85.833 83.382
	Acc: 0.960 OSCR : 74.444 AUROC_max_val (%): 85.519 AUROC_real (%): 76.443

Epoch 349/600
157/157 - 3s - loss: 0.5707 - accuracy: 0.9405 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48493027687072754
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 83.145 76.700 83.073 81.068
	Acc: 0.959 OSCR : 72.951 AUROC_max_val (%): 83.145 AUROC_real (%): 74.720

Epoch 350/600
157/157 - 3s - loss: 0.5548 - accuracy: 0.9414 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48482799530029297
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 83.910 77.150 82.988 82.348
	Acc: 0.957 OSCR : 74.140 AUROC_max_val (%): 83.910 AUROC_real (%): 76.110

Epoch 351/600
157/157 - 3s - loss: 0.5646 - accuracy: 0.9410 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5153510570526123
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.900 85.909 78.750 86.290 82.817
	Acc: 0.960 OSCR : 72.851 AUROC_max_val (%): 85.909 AUROC_real (%): 74.864

Epoch 352/600
157/157 - 3s - loss: 0.5691 - accuracy: 0.9391 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.538510262966156
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 85.776 78.550 85.947 83.235
	Acc: 0.958 OSCR : 71.197 AUROC_max_val (%): 85.776 AUROC_real (%): 73.156

Epoch 353/600
157/157 - 3s - loss: 0.5676 - accuracy: 0.9387 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5381491780281067
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.500 86.710 80.000 86.907 84.425
	Acc: 0.954 OSCR : 74.084 AUROC_max_val (%): 86.710 AUROC_real (%): 76.347

Epoch 354/600
157/157 - 3s - loss: 0.5818 - accuracy: 0.9373 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48677146434783936
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 85.997 79.300 85.663 83.710
	Acc: 0.957 OSCR : 74.854 AUROC_max_val (%): 85.997 AUROC_real (%): 76.843

Epoch 355/600
157/157 - 3s - loss: 0.5741 - accuracy: 0.9394 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4981667399406433
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 86.249 80.150 85.924 83.690
	Acc: 0.955 OSCR : 74.300 AUROC_max_val (%): 86.249 AUROC_real (%): 76.281

Epoch 356/600
157/157 - 3s - loss: 0.5510 - accuracy: 0.9434 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5147796869277954
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 85.393 78.350 85.092 83.320
	Acc: 0.958 OSCR : 74.222 AUROC_max_val (%): 85.393 AUROC_real (%): 76.284

Epoch 357/600
157/157 - 3s - loss: 0.5584 - accuracy: 0.9414 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49523141980171204
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 86.275 80.200 86.473 84.069
	Acc: 0.958 OSCR : 74.883 AUROC_max_val (%): 86.275 AUROC_real (%): 76.947

Epoch 358/600
157/157 - 3s - loss: 0.5589 - accuracy: 0.9406 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48827865719795227
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 85.501 78.950 85.568 83.410
	Acc: 0.957 OSCR : 72.836 AUROC_max_val (%): 85.501 AUROC_real (%): 74.787

Epoch 359/600
157/157 - 3s - loss: 0.5525 - accuracy: 0.9402 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47800499200820923
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 87.714 81.250 88.118 85.276
	Acc: 0.955 OSCR : 77.772 AUROC_max_val (%): 87.714 AUROC_real (%): 79.889

Epoch 360/600
157/157 - 3s - loss: 0.5491 - accuracy: 0.9413 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48558294773101807
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.000 86.570 79.200 86.624 84.471
	Acc: 0.958 OSCR : 74.628 AUROC_max_val (%): 86.570 AUROC_real (%): 76.730

Epoch 361/600
157/157 - 3s - loss: 0.5514 - accuracy: 0.9420 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5533910393714905
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.000 85.195 78.550 84.684 82.953
	Acc: 0.951 OSCR : 72.374 AUROC_max_val (%): 85.195 AUROC_real (%): 74.584

Epoch 362/600
157/157 - 3s - loss: 0.5286 - accuracy: 0.9449 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5133328437805176
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 85.803 79.350 85.352 84.018
	Acc: 0.955 OSCR : 73.518 AUROC_max_val (%): 85.803 AUROC_real (%): 75.656

Epoch 363/600
157/157 - 3s - loss: 0.5632 - accuracy: 0.9410 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49288278818130493
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 86.670 79.350 86.272 85.184
	Acc: 0.955 OSCR : 74.310 AUROC_max_val (%): 86.670 AUROC_real (%): 76.423

Epoch 364/600
157/157 - 3s - loss: 0.5405 - accuracy: 0.9424 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49950382113456726
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.800 86.182 79.100 86.024 84.375
	Acc: 0.956 OSCR : 71.466 AUROC_max_val (%): 86.182 AUROC_real (%): 73.530

Epoch 365/600
157/157 - 3s - loss: 0.5391 - accuracy: 0.9427 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5090736150741577
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 85.852 78.700 85.721 84.158
	Acc: 0.959 OSCR : 72.615 AUROC_max_val (%): 85.852 AUROC_real (%): 74.586

Epoch 366/600
157/157 - 3s - loss: 0.5403 - accuracy: 0.9431 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5034441947937012
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 85.462 79.150 85.479 83.345
	Acc: 0.957 OSCR : 73.566 AUROC_max_val (%): 85.462 AUROC_real (%): 75.596

Epoch 367/600
157/157 - 3s - loss: 0.5550 - accuracy: 0.9414 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5048972368240356
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.500 85.362 78.650 84.321 83.870
	Acc: 0.959 OSCR : 72.613 AUROC_max_val (%): 85.362 AUROC_real (%): 74.559

Epoch 368/600
157/157 - 3s - loss: 0.5475 - accuracy: 0.9423 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5226296782493591
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 85.811 78.850 85.100 84.281
	Acc: 0.956 OSCR : 72.155 AUROC_max_val (%): 85.811 AUROC_real (%): 74.229

Epoch 369/600
157/157 - 3s - loss: 0.5292 - accuracy: 0.9423 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5028353333473206
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.800 86.769 79.800 86.090 84.897
	Acc: 0.954 OSCR : 75.554 AUROC_max_val (%): 86.769 AUROC_real (%): 77.626

Epoch 370/600
157/157 - 3s - loss: 0.5277 - accuracy: 0.9443 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5174699425697327
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 85.013 77.600 83.772 83.283
	Acc: 0.958 OSCR : 73.552 AUROC_max_val (%): 85.013 AUROC_real (%): 75.620

Epoch 371/600
157/157 - 3s - loss: 0.5195 - accuracy: 0.9465 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5134073495864868
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 84.821 77.900 83.210 83.684
	Acc: 0.959 OSCR : 71.540 AUROC_max_val (%): 84.821 AUROC_real (%): 73.484

Epoch 372/600
157/157 - 3s - loss: 0.5255 - accuracy: 0.9437 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.485576331615448
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 85.127 78.000 83.895 83.197
	Acc: 0.956 OSCR : 74.123 AUROC_max_val (%): 85.127 AUROC_real (%): 76.084

Epoch 373/600
157/157 - 3s - loss: 0.5310 - accuracy: 0.9427 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5033140778541565
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 85.241 78.150 84.260 83.317
	Acc: 0.957 OSCR : 73.784 AUROC_max_val (%): 85.241 AUROC_real (%): 75.818

Epoch 374/600
157/157 - 3s - loss: 0.5338 - accuracy: 0.9435 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.503337562084198
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.300 83.222 76.150 81.190 82.080
	Acc: 0.959 OSCR : 72.171 AUROC_max_val (%): 83.222 AUROC_real (%): 74.102

Epoch 375/600
157/157 - 3s - loss: 0.5263 - accuracy: 0.9441 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47490963339805603
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.200 85.718 78.350 84.594 84.504
	Acc: 0.961 OSCR : 75.641 AUROC_max_val (%): 85.718 AUROC_real (%): 77.640

Epoch 376/600
157/157 - 3s - loss: 0.5243 - accuracy: 0.9448 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47991907596588135
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 84.669 77.600 83.349 83.434
	Acc: 0.961 OSCR : 74.501 AUROC_max_val (%): 84.669 AUROC_real (%): 76.439

Epoch 377/600
157/157 - 3s - loss: 0.5243 - accuracy: 0.9453 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4929051399230957
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.500 84.500 77.100 83.005 83.068
	Acc: 0.961 OSCR : 72.785 AUROC_max_val (%): 84.500 AUROC_real (%): 74.700

Epoch 378/600
157/157 - 3s - loss: 0.5330 - accuracy: 0.9431 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49975430965423584
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 83.997 76.950 82.324 82.793
	Acc: 0.958 OSCR : 73.398 AUROC_max_val (%): 83.997 AUROC_real (%): 75.395

Epoch 379/600
157/157 - 3s - loss: 0.5323 - accuracy: 0.9424 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4680817425251007
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 85.870 78.750 85.092 84.441
	Acc: 0.958 OSCR : 74.225 AUROC_max_val (%): 85.870 AUROC_real (%): 76.152

Epoch 380/600
157/157 - 3s - loss: 0.5263 - accuracy: 0.9439 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4696286916732788
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.200 86.960 79.700 86.425 85.289
	Acc: 0.959 OSCR : 76.615 AUROC_max_val (%): 86.960 AUROC_real (%): 78.599

Epoch 381/600
157/157 - 3s - loss: 0.5298 - accuracy: 0.9441 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4754948318004608
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.300 85.559 78.500 84.475 83.986
	Acc: 0.959 OSCR : 75.656 AUROC_max_val (%): 85.559 AUROC_real (%): 77.611

Epoch 382/600
157/157 - 3s - loss: 0.5225 - accuracy: 0.9439 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47535666823387146
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.100 85.009 77.950 83.789 83.637
	Acc: 0.958 OSCR : 74.754 AUROC_max_val (%): 85.009 AUROC_real (%): 76.717

Epoch 383/600
157/157 - 3s - loss: 0.5236 - accuracy: 0.9457 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47601059079170227
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.400 85.230 78.350 84.044 83.975
	Acc: 0.960 OSCR : 74.735 AUROC_max_val (%): 85.230 AUROC_real (%): 76.682

Epoch 384/600
157/157 - 3s - loss: 0.5188 - accuracy: 0.9451 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4762741029262543
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.400 85.353 78.200 84.290 84.148
	Acc: 0.960 OSCR : 74.532 AUROC_max_val (%): 85.353 AUROC_real (%): 76.495

Epoch 385/600
157/157 - 3s - loss: 0.5214 - accuracy: 0.9441 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46171972155570984
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.300 85.214 77.900 84.111 83.946
	Acc: 0.961 OSCR : 75.074 AUROC_max_val (%): 85.214 AUROC_real (%): 77.004

Epoch 386/600
157/157 - 3s - loss: 0.5102 - accuracy: 0.9448 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47597935795783997
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.900 84.655 77.600 83.236 83.233
	Acc: 0.960 OSCR : 74.686 AUROC_max_val (%): 84.655 AUROC_real (%): 76.659

Epoch 387/600
157/157 - 3s - loss: 0.5191 - accuracy: 0.9455 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4747592806816101
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.600 85.177 77.900 83.892 83.732
	Acc: 0.961 OSCR : 74.778 AUROC_max_val (%): 85.177 AUROC_real (%): 76.776

Epoch 388/600
157/157 - 3s - loss: 0.5122 - accuracy: 0.9469 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.475101113319397
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.600 85.151 78.050 84.032 83.607
	Acc: 0.961 OSCR : 74.169 AUROC_max_val (%): 85.151 AUROC_real (%): 76.132

Epoch 389/600
157/157 - 3s - loss: 0.5258 - accuracy: 0.9447 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47834324836730957
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.800 85.115 77.850 83.965 83.763
	Acc: 0.962 OSCR : 73.555 AUROC_max_val (%): 85.115 AUROC_real (%): 75.500

Epoch 390/600
157/157 - 3s - loss: 0.5225 - accuracy: 0.9450 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4781964123249054
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.400 85.258 77.850 84.175 83.893
	Acc: 0.960 OSCR : 73.398 AUROC_max_val (%): 85.258 AUROC_real (%): 75.343

Epoch 391/600
157/157 - 3s - loss: 0.5269 - accuracy: 0.9446 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47600170969963074
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.600 85.293 77.850 84.216 83.808
	Acc: 0.960 OSCR : 73.897 AUROC_max_val (%): 85.293 AUROC_real (%): 75.842

Epoch 392/600
157/157 - 3s - loss: 0.5109 - accuracy: 0.9458 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47873935103416443
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.700 84.636 77.350 83.403 83.282
	Acc: 0.960 OSCR : 73.822 AUROC_max_val (%): 84.636 AUROC_real (%): 75.768

Epoch 393/600
157/157 - 3s - loss: 0.5207 - accuracy: 0.9463 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4751080274581909
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 84.907 77.650 83.795 83.507
	Acc: 0.960 OSCR : 73.984 AUROC_max_val (%): 84.907 AUROC_real (%): 75.930

Epoch 394/600
157/157 - 3s - loss: 0.5268 - accuracy: 0.9435 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4766239821910858
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 84.962 77.750 83.854 83.524
	Acc: 0.961 OSCR : 73.655 AUROC_max_val (%): 84.962 AUROC_real (%): 75.590

Epoch 395/600
157/157 - 3s - loss: 0.5094 - accuracy: 0.9459 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47424209117889404
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.300 84.870 77.600 83.715 83.467
	Acc: 0.960 OSCR : 74.098 AUROC_max_val (%): 84.870 AUROC_real (%): 76.035

Epoch 396/600
157/157 - 3s - loss: 0.5207 - accuracy: 0.9437 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4720195531845093
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.700 85.036 77.750 83.971 83.588
	Acc: 0.960 OSCR : 74.326 AUROC_max_val (%): 85.036 AUROC_real (%): 76.273

Epoch 397/600
157/157 - 3s - loss: 0.5176 - accuracy: 0.9449 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47350144386291504
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 85.168 77.950 84.115 83.700
	Acc: 0.960 OSCR : 74.314 AUROC_max_val (%): 85.168 AUROC_real (%): 76.260

Epoch 398/600
157/157 - 3s - loss: 0.5390 - accuracy: 0.9433 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47080981731414795
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.300 85.077 77.800 84.001 83.656
	Acc: 0.961 OSCR : 74.189 AUROC_max_val (%): 85.077 AUROC_real (%): 76.113

Epoch 399/600
157/157 - 3s - loss: 0.5011 - accuracy: 0.9463 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46779772639274597
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.200 85.259 77.900 84.218 83.866
	Acc: 0.961 OSCR : 74.499 AUROC_max_val (%): 85.259 AUROC_real (%): 76.428

Epoch 400/600
157/157 - 3s - loss: 0.5105 - accuracy: 0.9463 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4712067246437073
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 85.153 77.900 84.077 83.718
	Acc: 0.960 OSCR : 74.301 AUROC_max_val (%): 85.153 AUROC_real (%): 76.242

Epoch 401/600
157/157 - 3s - loss: 0.5161 - accuracy: 0.9469 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47514620423316956
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.000 85.008 77.800 83.893 83.586
	Acc: 0.961 OSCR : 73.757 AUROC_max_val (%): 85.008 AUROC_real (%): 75.685

Epoch 402/600
157/157 - 3s - loss: 0.7803 - accuracy: 0.9188 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8050521612167358
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 73.832 69.300 70.668 73.730
	Acc: 0.955 OSCR : 65.558 AUROC_max_val (%): 73.832 AUROC_real (%): 67.410

Epoch 403/600
157/157 - 3s - loss: 0.8301 - accuracy: 0.9132 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7167565226554871
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 79.434 73.800 77.317 76.999
	Acc: 0.939 OSCR : 70.360 AUROC_max_val (%): 79.434 AUROC_real (%): 72.863

Epoch 404/600
157/157 - 3s - loss: 0.8067 - accuracy: 0.9165 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6935062408447266
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 82.260 76.050 82.669 79.074
	Acc: 0.941 OSCR : 66.533 AUROC_max_val (%): 82.260 AUROC_real (%): 69.005

Epoch 405/600
157/157 - 3s - loss: 0.8275 - accuracy: 0.9129 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6279175877571106
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 83.231 76.650 85.128 79.062
	Acc: 0.946 OSCR : 72.506 AUROC_max_val (%): 83.231 AUROC_real (%): 74.951

Epoch 406/600
157/157 - 3s - loss: 0.8811 - accuracy: 0.9069 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8521608114242554
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 81.276 74.300 81.891 79.364
	Acc: 0.957 OSCR : 62.533 AUROC_max_val (%): 81.276 AUROC_real (%): 64.493

Epoch 407/600
157/157 - 3s - loss: 0.8241 - accuracy: 0.9135 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49692943692207336
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 84.767 77.350 86.320 81.646
	Acc: 0.955 OSCR : 70.598 AUROC_max_val (%): 84.767 AUROC_real (%): 72.296

Epoch 408/600
157/157 - 3s - loss: 0.8431 - accuracy: 0.9111 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6236922740936279
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 85.511 78.000 87.194 82.775
	Acc: 0.948 OSCR : 69.073 AUROC_max_val (%): 85.511 AUROC_real (%): 71.216

Epoch 409/600
157/157 - 3s - loss: 0.8370 - accuracy: 0.9097 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9159230589866638
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.500 81.447 75.250 81.560 77.552
	Acc: 0.942 OSCR : 66.802 AUROC_max_val (%): 81.447 AUROC_real (%): 69.096

Epoch 410/600
157/157 - 3s - loss: 0.8134 - accuracy: 0.9133 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6459598541259766
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 86.208 79.200 87.451 84.080
	Acc: 0.944 OSCR : 72.718 AUROC_max_val (%): 86.208 AUROC_real (%): 75.215

Epoch 411/600
157/157 - 3s - loss: 0.7990 - accuracy: 0.9164 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9029582142829895
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.000 79.160 72.750 79.941 77.532
	Acc: 0.941 OSCR : 62.943 AUROC_max_val (%): 79.160 AUROC_real (%): 65.196

Epoch 412/600
157/157 - 3s - loss: 0.8347 - accuracy: 0.9118 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5976772308349609
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 86.297 79.600 87.288 83.856
	Acc: 0.943 OSCR : 76.467 AUROC_max_val (%): 86.297 AUROC_real (%): 79.013

Epoch 413/600
157/157 - 3s - loss: 0.8247 - accuracy: 0.9135 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8651483654975891
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.100 76.643 71.050 77.143 72.291
	Acc: 0.927 OSCR : 63.798 AUROC_max_val (%): 76.643 AUROC_real (%): 66.453

Epoch 414/600
157/157 - 3s - loss: 0.8243 - accuracy: 0.9121 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7663354277610779
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 88.488 81.700 89.816 85.633
	Acc: 0.939 OSCR : 74.879 AUROC_max_val (%): 88.488 AUROC_real (%): 78.045

Epoch 415/600
157/157 - 3s - loss: 0.8129 - accuracy: 0.9151 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6757692694664001
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 83.610 76.250 85.504 80.709
	Acc: 0.943 OSCR : 65.736 AUROC_max_val (%): 83.610 AUROC_real (%): 67.953

Epoch 416/600
157/157 - 3s - loss: 0.8080 - accuracy: 0.9132 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5017063021659851
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 85.237 78.050 86.137 81.957
	Acc: 0.953 OSCR : 79.538 AUROC_max_val (%): 85.237 AUROC_real (%): 81.608

Epoch 417/600
157/157 - 3s - loss: 0.8212 - accuracy: 0.9136 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0900770425796509
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.600 78.002 73.450 79.988 72.452
	Acc: 0.926 OSCR : 61.666 AUROC_max_val (%): 78.002 AUROC_real (%): 64.485

Epoch 418/600
157/157 - 3s - loss: 0.8283 - accuracy: 0.9128 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.081640362739563
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.583 78.050 87.643 82.543
	Acc: 0.941 OSCR : 60.021 AUROC_max_val (%): 85.583 AUROC_real (%): 62.188

Epoch 419/600
157/157 - 3s - loss: 0.7876 - accuracy: 0.9171 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8360414505004883
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 76.031 70.150 73.887 75.224
	Acc: 0.945 OSCR : 65.102 AUROC_max_val (%): 76.031 AUROC_real (%): 67.809

Epoch 420/600
157/157 - 3s - loss: 0.7987 - accuracy: 0.9155 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7627532482147217
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 81.049 75.150 81.245 78.469
	Acc: 0.944 OSCR : 64.391 AUROC_max_val (%): 81.049 AUROC_real (%): 66.747

Epoch 421/600
157/157 - 3s - loss: 0.7938 - accuracy: 0.9170 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6257694363594055
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.700 78.166 73.600 76.856 76.056
	Acc: 0.943 OSCR : 76.418 AUROC_max_val (%): 78.166 AUROC_real (%): 79.102

Epoch 422/600
157/157 - 3s - loss: 0.7923 - accuracy: 0.9173 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7259958386421204
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.600 69.035 65.450 64.744 68.208
	Acc: 0.935 OSCR : 70.532 AUROC_max_val (%): 69.035 AUROC_real (%): 72.883

Epoch 423/600
157/157 - 3s - loss: 0.8027 - accuracy: 0.9142 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.554161012172699
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 84.674 77.700 86.462 81.827
	Acc: 0.948 OSCR : 75.346 AUROC_max_val (%): 84.674 AUROC_real (%): 77.387

Epoch 424/600
157/157 - 3s - loss: 0.8003 - accuracy: 0.9175 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6018754839897156
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 85.819 79.900 84.790 84.850
	Acc: 0.952 OSCR : 77.061 AUROC_max_val (%): 85.819 AUROC_real (%): 79.623

Epoch 425/600
157/157 - 3s - loss: 0.7992 - accuracy: 0.9178 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5737605094909668
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 81.567 75.200 81.709 78.820
	Acc: 0.956 OSCR : 72.108 AUROC_max_val (%): 81.567 AUROC_real (%): 74.177

Epoch 426/600
157/157 - 3s - loss: 0.7807 - accuracy: 0.9168 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7416713237762451
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.800 72.737 68.700 68.516 72.211
	Acc: 0.948 OSCR : 63.828 AUROC_max_val (%): 72.737 AUROC_real (%): 66.130

Epoch 427/600
157/157 - 3s - loss: 0.7645 - accuracy: 0.9193 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6573256254196167
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 84.254 77.300 84.314 83.215
	Acc: 0.949 OSCR : 66.634 AUROC_max_val (%): 84.254 AUROC_real (%): 69.027

Epoch 428/600
157/157 - 3s - loss: 0.7835 - accuracy: 0.9170 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7218703627586365
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.100 83.223 77.250 83.789 80.366
	Acc: 0.940 OSCR : 64.669 AUROC_max_val (%): 83.223 AUROC_real (%): 67.120

Epoch 429/600
157/157 - 3s - loss: 0.7690 - accuracy: 0.9186 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47625499963760376
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.900 83.177 76.900 82.927 80.887
	Acc: 0.953 OSCR : 74.310 AUROC_max_val (%): 83.177 AUROC_real (%): 76.238

Epoch 430/600
157/157 - 3s - loss: 0.8041 - accuracy: 0.9166 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6351500749588013
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 79.719 73.250 79.427 77.199
	Acc: 0.941 OSCR : 68.128 AUROC_max_val (%): 79.719 AUROC_real (%): 70.400

Epoch 431/600
157/157 - 3s - loss: 0.7735 - accuracy: 0.9177 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5685902237892151
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.570 79.100 85.815 83.909
	Acc: 0.952 OSCR : 70.732 AUROC_max_val (%): 85.570 AUROC_real (%): 72.866

Epoch 432/600
157/157 - 3s - loss: 0.7835 - accuracy: 0.9183 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6431332230567932
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 83.038 76.050 82.907 80.955
	Acc: 0.947 OSCR : 70.136 AUROC_max_val (%): 83.038 AUROC_real (%): 72.394

Epoch 433/600
157/157 - 3s - loss: 0.7599 - accuracy: 0.9199 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5492992997169495
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 81.856 75.850 81.362 79.727
	Acc: 0.950 OSCR : 73.165 AUROC_max_val (%): 81.856 AUROC_real (%): 75.227

Epoch 434/600
157/157 - 3s - loss: 0.7710 - accuracy: 0.9200 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6812707781791687
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 80.653 73.800 80.766 79.273
	Acc: 0.951 OSCR : 66.162 AUROC_max_val (%): 80.653 AUROC_real (%): 68.236

Epoch 435/600
157/157 - 3s - loss: 0.7838 - accuracy: 0.9165 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6340616345405579
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.200 80.669 74.450 81.108 77.237
	Acc: 0.941 OSCR : 70.869 AUROC_max_val (%): 80.669 AUROC_real (%): 73.196

Epoch 436/600
157/157 - 3s - loss: 0.7545 - accuracy: 0.9194 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6562415957450867
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 86.536 80.450 87.114 84.071
	Acc: 0.944 OSCR : 69.007 AUROC_max_val (%): 86.536 AUROC_real (%): 71.403

Epoch 437/600
157/157 - 3s - loss: 0.7556 - accuracy: 0.9187 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4748419523239136
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.400 75.548 71.300 71.312 74.296
	Acc: 0.956 OSCR : 68.943 AUROC_max_val (%): 75.548 AUROC_real (%): 70.505

Epoch 438/600
157/157 - 3s - loss: 0.7739 - accuracy: 0.9199 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4740907847881317
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 86.751 80.600 86.616 84.252
	Acc: 0.959 OSCR : 75.539 AUROC_max_val (%): 86.751 AUROC_real (%): 77.401

Epoch 439/600
157/157 - 3s - loss: 0.7510 - accuracy: 0.9200 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5450779795646667
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 86.984 80.300 87.495 84.695
	Acc: 0.950 OSCR : 72.140 AUROC_max_val (%): 86.984 AUROC_real (%): 74.212

Epoch 440/600
157/157 - 3s - loss: 0.7708 - accuracy: 0.9191 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6435552835464478
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.800 72.421 67.950 68.084 71.877
	Acc: 0.936 OSCR : 70.235 AUROC_max_val (%): 72.421 AUROC_real (%): 72.547

Epoch 441/600
157/157 - 3s - loss: 0.7564 - accuracy: 0.9202 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4930139482021332
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 85.728 78.850 85.230 84.817
	Acc: 0.952 OSCR : 76.769 AUROC_max_val (%): 85.728 AUROC_real (%): 78.942

Epoch 442/600
157/157 - 3s - loss: 0.7467 - accuracy: 0.9211 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5896949172019958
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 85.565 78.600 87.238 82.692
	Acc: 0.946 OSCR : 73.547 AUROC_max_val (%): 85.565 AUROC_real (%): 75.918

Epoch 443/600
157/157 - 3s - loss: 0.7544 - accuracy: 0.9187 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7606874108314514
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 83.148 76.600 84.505 79.990
	Acc: 0.946 OSCR : 64.178 AUROC_max_val (%): 83.148 AUROC_real (%): 66.447

Epoch 444/600
157/157 - 3s - loss: 0.7471 - accuracy: 0.9208 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7019673585891724
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 81.578 74.650 81.425 79.486
	Acc: 0.948 OSCR : 67.299 AUROC_max_val (%): 81.578 AUROC_real (%): 69.752

Epoch 445/600
157/157 - 3s - loss: 0.7540 - accuracy: 0.9212 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9084801077842712
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.000 83.420 77.700 86.010 78.841
	Acc: 0.923 OSCR : 68.035 AUROC_max_val (%): 83.420 AUROC_real (%): 71.257

Epoch 446/600
157/157 - 3s - loss: 0.7497 - accuracy: 0.9226 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7604463696479797
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 80.754 74.300 80.213 78.659
	Acc: 0.943 OSCR : 67.953 AUROC_max_val (%): 80.754 AUROC_real (%): 70.599

Epoch 447/600
157/157 - 3s - loss: 0.7380 - accuracy: 0.9225 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7286028265953064
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.800 85.189 78.350 86.804 81.850
	Acc: 0.938 OSCR : 67.300 AUROC_max_val (%): 85.189 AUROC_real (%): 69.911

Epoch 448/600
157/157 - 3s - loss: 0.7290 - accuracy: 0.9226 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8042477965354919
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 83.935 76.950 85.319 81.033
	Acc: 0.940 OSCR : 63.329 AUROC_max_val (%): 83.935 AUROC_real (%): 65.741

Epoch 449/600
157/157 - 3s - loss: 0.7407 - accuracy: 0.9216 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6622940301895142
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 85.971 79.050 87.425 83.001
	Acc: 0.942 OSCR : 69.747 AUROC_max_val (%): 85.971 AUROC_real (%): 72.267

Epoch 450/600
157/157 - 3s - loss: 0.7320 - accuracy: 0.9223 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5985724329948425
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 82.123 74.900 81.967 80.309
	Acc: 0.943 OSCR : 70.168 AUROC_max_val (%): 82.123 AUROC_real (%): 72.479

Epoch 451/600
157/157 - 3s - loss: 0.7304 - accuracy: 0.9230 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6479668617248535
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.700 80.437 75.100 81.403 76.874
	Acc: 0.948 OSCR : 70.312 AUROC_max_val (%): 80.437 AUROC_real (%): 72.559

Epoch 452/600
157/157 - 3s - loss: 0.7330 - accuracy: 0.9226 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6144188642501831
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.500 86.688 80.100 88.210 82.879
	Acc: 0.948 OSCR : 71.746 AUROC_max_val (%): 86.688 AUROC_real (%): 73.988

Epoch 453/600
157/157 - 3s - loss: 0.7223 - accuracy: 0.9226 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.801819384098053
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 84.962 77.850 86.209 82.521
	Acc: 0.943 OSCR : 61.447 AUROC_max_val (%): 84.962 AUROC_real (%): 63.672

Epoch 454/600
157/157 - 3s - loss: 0.7213 - accuracy: 0.9233 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5530272126197815
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 83.408 77.750 82.179 82.039
	Acc: 0.955 OSCR : 70.779 AUROC_max_val (%): 83.408 AUROC_real (%): 72.725

Epoch 455/600
157/157 - 3s - loss: 0.7326 - accuracy: 0.9223 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5411768555641174
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 84.406 78.300 83.813 82.611
	Acc: 0.949 OSCR : 76.888 AUROC_max_val (%): 84.406 AUROC_real (%): 79.283

Epoch 456/600
157/157 - 3s - loss: 0.7260 - accuracy: 0.9239 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46636614203453064
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 83.371 77.200 83.144 81.892
	Acc: 0.960 OSCR : 75.138 AUROC_max_val (%): 83.371 AUROC_real (%): 77.004

Epoch 457/600
157/157 - 3s - loss: 0.6963 - accuracy: 0.9273 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5648895502090454
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 83.913 77.350 85.110 80.431
	Acc: 0.946 OSCR : 68.412 AUROC_max_val (%): 83.913 AUROC_real (%): 70.327

Epoch 458/600
157/157 - 3s - loss: 0.6923 - accuracy: 0.9252 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5928906202316284
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 84.463 77.800 84.982 82.782
	Acc: 0.947 OSCR : 69.974 AUROC_max_val (%): 84.463 AUROC_real (%): 72.257

Epoch 459/600
157/157 - 3s - loss: 0.7117 - accuracy: 0.9252 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.672439455986023
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 87.790 81.500 89.303 85.486
	Acc: 0.950 OSCR : 68.841 AUROC_max_val (%): 87.790 AUROC_real (%): 71.398

Epoch 460/600
157/157 - 3s - loss: 0.6956 - accuracy: 0.9269 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5634148120880127
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 84.333 77.850 85.168 81.540
	Acc: 0.948 OSCR : 73.157 AUROC_max_val (%): 84.333 AUROC_real (%): 75.315

Epoch 461/600
157/157 - 3s - loss: 0.6949 - accuracy: 0.9267 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6533602476119995
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 85.785 78.800 87.248 82.391
	Acc: 0.949 OSCR : 66.507 AUROC_max_val (%): 85.785 AUROC_real (%): 68.737

Epoch 462/600
157/157 - 3s - loss: 0.7305 - accuracy: 0.9244 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4909607172012329
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 85.040 79.400 85.022 81.893
	Acc: 0.954 OSCR : 75.806 AUROC_max_val (%): 85.040 AUROC_real (%): 77.880

Epoch 463/600
157/157 - 3s - loss: 0.7003 - accuracy: 0.9262 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5113834738731384
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 85.146 78.400 86.635 82.894
	Acc: 0.950 OSCR : 74.460 AUROC_max_val (%): 85.146 AUROC_real (%): 76.544

Epoch 464/600
157/157 - 3s - loss: 0.6782 - accuracy: 0.9277 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5811489224433899
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 81.254 74.600 79.403 79.861
	Acc: 0.950 OSCR : 68.661 AUROC_max_val (%): 81.254 AUROC_real (%): 70.559

Epoch 465/600
157/157 - 3s - loss: 0.6950 - accuracy: 0.9283 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5750826597213745
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.400 80.542 75.500 77.274 78.699
	Acc: 0.948 OSCR : 73.849 AUROC_max_val (%): 80.542 AUROC_real (%): 76.275

Epoch 466/600
157/157 - 3s - loss: 0.6825 - accuracy: 0.9269 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5387630462646484
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 85.128 78.900 85.116 83.446
	Acc: 0.951 OSCR : 72.116 AUROC_max_val (%): 85.128 AUROC_real (%): 74.314

Epoch 467/600
157/157 - 3s - loss: 0.6942 - accuracy: 0.9260 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6191481947898865
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 80.248 73.950 77.825 80.026
	Acc: 0.949 OSCR : 70.739 AUROC_max_val (%): 80.248 AUROC_real (%): 72.948

Epoch 468/600
157/157 - 3s - loss: 0.6856 - accuracy: 0.9293 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6450709104537964
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 81.768 75.400 80.176 80.140
	Acc: 0.944 OSCR : 70.463 AUROC_max_val (%): 81.768 AUROC_real (%): 72.794

Epoch 469/600
157/157 - 3s - loss: 0.6864 - accuracy: 0.9283 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6048519611358643
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 84.765 77.550 86.041 82.730
	Acc: 0.950 OSCR : 68.391 AUROC_max_val (%): 84.765 AUROC_real (%): 70.717

Epoch 470/600
157/157 - 3s - loss: 0.6660 - accuracy: 0.9301 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5669453144073486
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 80.760 74.000 80.627 79.354
	Acc: 0.952 OSCR : 69.265 AUROC_max_val (%): 80.760 AUROC_real (%): 71.369

Epoch 471/600
157/157 - 3s - loss: 0.6708 - accuracy: 0.9291 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46834272146224976
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 82.962 76.050 82.536 81.503
	Acc: 0.957 OSCR : 67.287 AUROC_max_val (%): 82.962 AUROC_real (%): 69.022

Epoch 472/600
157/157 - 3s - loss: 0.6844 - accuracy: 0.9277 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5253693461418152
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 78.718 72.200 76.723 77.137
	Acc: 0.955 OSCR : 73.280 AUROC_max_val (%): 78.718 AUROC_real (%): 75.186

Epoch 473/600
157/157 - 3s - loss: 0.6594 - accuracy: 0.9297 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4809223413467407
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 82.109 76.050 81.479 80.060
	Acc: 0.954 OSCR : 75.013 AUROC_max_val (%): 82.109 AUROC_real (%): 76.855

Epoch 474/600
157/157 - 3s - loss: 0.6791 - accuracy: 0.9280 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6563155055046082
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.400 80.700 74.700 79.658 78.495
	Acc: 0.950 OSCR : 67.997 AUROC_max_val (%): 80.700 AUROC_real (%): 70.303

Epoch 475/600
157/157 - 3s - loss: 0.6881 - accuracy: 0.9265 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5462302565574646
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 83.247 77.150 83.074 81.096
	Acc: 0.956 OSCR : 71.853 AUROC_max_val (%): 83.247 AUROC_real (%): 73.579

Epoch 476/600
157/157 - 3s - loss: 0.6518 - accuracy: 0.9301 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5115541219711304
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.800 85.471 78.800 85.471 83.527
	Acc: 0.949 OSCR : 74.950 AUROC_max_val (%): 85.471 AUROC_real (%): 76.964

Epoch 477/600
157/157 - 3s - loss: 0.6554 - accuracy: 0.9310 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5366463661193848
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 88.281 81.850 89.085 85.797
	Acc: 0.950 OSCR : 75.637 AUROC_max_val (%): 88.281 AUROC_real (%): 77.712

Epoch 478/600
157/157 - 3s - loss: 0.6611 - accuracy: 0.9301 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5909664630889893
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.800 82.348 77.300 80.340 81.573
	Acc: 0.946 OSCR : 72.739 AUROC_max_val (%): 82.348 AUROC_real (%): 75.073

Epoch 479/600
157/157 - 3s - loss: 0.6503 - accuracy: 0.9322 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43304944038391113
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.000 87.892 80.100 88.264 86.609
	Acc: 0.957 OSCR : 73.777 AUROC_max_val (%): 87.892 AUROC_real (%): 75.585

Epoch 480/600
157/157 - 3s - loss: 0.6595 - accuracy: 0.9304 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4661710262298584
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 84.995 78.500 83.557 84.125
	Acc: 0.957 OSCR : 76.443 AUROC_max_val (%): 84.995 AUROC_real (%): 78.339

Epoch 481/600
157/157 - 3s - loss: 0.6362 - accuracy: 0.9312 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5607077479362488
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 86.658 79.950 86.871 84.890
	Acc: 0.951 OSCR : 71.451 AUROC_max_val (%): 86.658 AUROC_real (%): 73.564

Epoch 482/600
157/157 - 3s - loss: 0.6640 - accuracy: 0.9296 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5206019878387451
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.000 82.864 76.300 82.638 80.998
	Acc: 0.953 OSCR : 74.492 AUROC_max_val (%): 82.864 AUROC_real (%): 76.557

Epoch 483/600
157/157 - 3s - loss: 0.6232 - accuracy: 0.9331 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4420405924320221
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 85.043 78.250 84.990 83.683
	Acc: 0.961 OSCR : 75.894 AUROC_max_val (%): 85.043 AUROC_real (%): 77.715

Epoch 484/600
157/157 - 3s - loss: 0.6447 - accuracy: 0.9316 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.60346519947052
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 83.240 77.050 82.672 81.768
	Acc: 0.949 OSCR : 71.536 AUROC_max_val (%): 83.240 AUROC_real (%): 73.756

Epoch 485/600
157/157 - 3s - loss: 0.6380 - accuracy: 0.9314 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5724009871482849
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 85.912 79.900 86.076 83.680
	Acc: 0.948 OSCR : 74.220 AUROC_max_val (%): 85.912 AUROC_real (%): 76.662

Epoch 486/600
157/157 - 3s - loss: 0.6537 - accuracy: 0.9298 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4619661569595337
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.400 87.536 80.250 87.409 86.889
	Acc: 0.961 OSCR : 73.823 AUROC_max_val (%): 87.536 AUROC_real (%): 75.739

Epoch 487/600
157/157 - 3s - loss: 0.6241 - accuracy: 0.9341 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4773842692375183
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 85.380 78.400 85.238 83.470
	Acc: 0.957 OSCR : 74.286 AUROC_max_val (%): 85.380 AUROC_real (%): 76.076

Epoch 488/600
157/157 - 3s - loss: 0.6246 - accuracy: 0.9334 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.607849657535553
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 78.266 72.900 77.216 76.646
	Acc: 0.953 OSCR : 70.814 AUROC_max_val (%): 78.266 AUROC_real (%): 73.081

Epoch 489/600
157/157 - 3s - loss: 0.6388 - accuracy: 0.9316 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49498966336250305
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.100 89.116 82.350 89.972 87.109
	Acc: 0.955 OSCR : 74.592 AUROC_max_val (%): 89.116 AUROC_real (%): 76.672

Epoch 490/600
157/157 - 3s - loss: 0.6336 - accuracy: 0.9336 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.499038428068161
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 81.152 74.400 81.139 79.053
	Acc: 0.960 OSCR : 71.937 AUROC_max_val (%): 81.152 AUROC_real (%): 73.778

Epoch 491/600
157/157 - 3s - loss: 0.6502 - accuracy: 0.9322 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.664981484413147
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 84.370 77.250 84.999 82.562
	Acc: 0.955 OSCR : 68.917 AUROC_max_val (%): 84.370 AUROC_real (%): 70.930

Epoch 492/600
157/157 - 3s - loss: 0.6230 - accuracy: 0.9332 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5158033967018127
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 83.593 76.800 83.192 82.222
	Acc: 0.952 OSCR : 68.469 AUROC_max_val (%): 83.593 AUROC_real (%): 70.324

Epoch 493/600
157/157 - 3s - loss: 0.5998 - accuracy: 0.9363 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6045746803283691
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 80.688 75.100 79.594 79.448
	Acc: 0.947 OSCR : 67.641 AUROC_max_val (%): 80.688 AUROC_real (%): 69.788

Epoch 494/600
157/157 - 3s - loss: 0.6314 - accuracy: 0.9332 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5321070551872253
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.000 82.384 75.550 81.250 81.407
	Acc: 0.955 OSCR : 71.690 AUROC_max_val (%): 82.384 AUROC_real (%): 73.764

Epoch 495/600
157/157 - 3s - loss: 0.6146 - accuracy: 0.9348 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5148696899414062
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 83.617 78.250 81.535 82.256
	Acc: 0.955 OSCR : 74.942 AUROC_max_val (%): 83.617 AUROC_real (%): 76.992

Epoch 496/600
157/157 - 3s - loss: 0.6225 - accuracy: 0.9351 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5069830417633057
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 84.150 77.150 84.216 82.400
	Acc: 0.959 OSCR : 71.441 AUROC_max_val (%): 84.150 AUROC_real (%): 73.377

Epoch 497/600
157/157 - 3s - loss: 0.5940 - accuracy: 0.9367 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.518379271030426
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 85.194 78.350 84.583 83.654
	Acc: 0.956 OSCR : 73.246 AUROC_max_val (%): 85.194 AUROC_real (%): 75.436

Epoch 498/600
157/157 - 3s - loss: 0.6003 - accuracy: 0.9383 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5734716653823853
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 83.372 76.550 83.360 81.718
	Acc: 0.957 OSCR : 68.653 AUROC_max_val (%): 83.372 AUROC_real (%): 70.607

Epoch 499/600
157/157 - 3s - loss: 0.5934 - accuracy: 0.9373 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.41366320848464966
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 85.463 78.950 85.648 82.999
	Acc: 0.961 OSCR : 75.613 AUROC_max_val (%): 85.463 AUROC_real (%): 77.275

Epoch 500/600
157/157 - 3s - loss: 0.5989 - accuracy: 0.9373 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43613308668136597
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 83.688 76.150 83.503 81.957
	Acc: 0.955 OSCR : 75.349 AUROC_max_val (%): 83.688 AUROC_real (%): 77.132

Epoch 501/600
157/157 - 3s - loss: 0.6082 - accuracy: 0.9360 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4769984185695648
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 83.671 77.850 83.086 80.476
	Acc: 0.952 OSCR : 75.952 AUROC_max_val (%): 83.671 AUROC_real (%): 77.728

Epoch 502/600
157/157 - 3s - loss: 0.6072 - accuracy: 0.9370 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5011950135231018
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 80.694 74.600 79.268 78.927
	Acc: 0.955 OSCR : 69.263 AUROC_max_val (%): 80.694 AUROC_real (%): 70.984

Epoch 503/600
157/157 - 3s - loss: 0.6109 - accuracy: 0.9358 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4507286250591278
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 86.156 78.900 85.448 85.032
	Acc: 0.957 OSCR : 76.347 AUROC_max_val (%): 86.156 AUROC_real (%): 78.309

Epoch 504/600
157/157 - 3s - loss: 0.5897 - accuracy: 0.9384 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5012206435203552
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.500 80.711 74.600 80.144 78.797
	Acc: 0.952 OSCR : 70.608 AUROC_max_val (%): 80.711 AUROC_real (%): 72.461

Epoch 505/600
157/157 - 3s - loss: 0.6109 - accuracy: 0.9345 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4775887429714203
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 83.190 77.300 82.333 81.199
	Acc: 0.954 OSCR : 76.015 AUROC_max_val (%): 83.190 AUROC_real (%): 77.897

Epoch 506/600
157/157 - 3s - loss: 0.5902 - accuracy: 0.9378 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5070749521255493
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 85.162 79.300 85.673 82.021
	Acc: 0.954 OSCR : 71.990 AUROC_max_val (%): 85.162 AUROC_real (%): 73.855

Epoch 507/600
157/157 - 3s - loss: 0.5814 - accuracy: 0.9377 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4716600477695465
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 86.443 79.400 87.113 84.252
	Acc: 0.953 OSCR : 77.890 AUROC_max_val (%): 86.443 AUROC_real (%): 79.956

Epoch 508/600
157/157 - 3s - loss: 0.5783 - accuracy: 0.9373 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5770135521888733
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 85.585 78.800 86.117 83.507
	Acc: 0.949 OSCR : 65.978 AUROC_max_val (%): 85.585 AUROC_real (%): 67.864

Epoch 509/600
157/157 - 3s - loss: 0.5962 - accuracy: 0.9358 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49846869707107544
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.800 86.617 79.900 86.967 85.286
	Acc: 0.952 OSCR : 76.005 AUROC_max_val (%): 86.617 AUROC_real (%): 78.140

Epoch 510/600
157/157 - 3s - loss: 0.5709 - accuracy: 0.9388 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49992677569389343
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 83.206 77.150 81.881 80.952
	Acc: 0.957 OSCR : 72.400 AUROC_max_val (%): 83.206 AUROC_real (%): 74.159

Epoch 511/600
157/157 - 3s - loss: 0.5711 - accuracy: 0.9395 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4780058264732361
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 85.238 79.000 84.100 83.774
	Acc: 0.962 OSCR : 71.368 AUROC_max_val (%): 85.238 AUROC_real (%): 73.093

Epoch 512/600
157/157 - 3s - loss: 0.5646 - accuracy: 0.9396 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5781086087226868
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 80.951 74.150 79.178 80.131
	Acc: 0.953 OSCR : 67.399 AUROC_max_val (%): 80.951 AUROC_real (%): 69.113

Epoch 513/600
157/157 - 3s - loss: 0.5688 - accuracy: 0.9398 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5362984538078308
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.500 81.585 76.000 80.101 79.780
	Acc: 0.953 OSCR : 72.357 AUROC_max_val (%): 81.585 AUROC_real (%): 74.165

Epoch 514/600
157/157 - 3s - loss: 0.5799 - accuracy: 0.9388 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5677502155303955
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 84.005 77.150 83.487 82.493
	Acc: 0.952 OSCR : 69.493 AUROC_max_val (%): 84.005 AUROC_real (%): 71.571

Epoch 515/600
157/157 - 3s - loss: 0.5499 - accuracy: 0.9421 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44298455119132996
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 85.590 78.800 86.524 83.579
	Acc: 0.961 OSCR : 71.959 AUROC_max_val (%): 85.590 AUROC_real (%): 73.609

Epoch 516/600
157/157 - 3s - loss: 0.5618 - accuracy: 0.9407 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4984729588031769
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.700 87.355 80.350 88.208 85.274
	Acc: 0.958 OSCR : 71.681 AUROC_max_val (%): 87.355 AUROC_real (%): 73.527

Epoch 517/600
157/157 - 3s - loss: 0.5397 - accuracy: 0.9431 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4593864679336548
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.400 84.997 77.600 84.959 83.332
	Acc: 0.960 OSCR : 70.990 AUROC_max_val (%): 84.997 AUROC_real (%): 72.736

Epoch 518/600
157/157 - 3s - loss: 0.5552 - accuracy: 0.9424 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5273987650871277
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 83.253 77.200 81.760 82.431
	Acc: 0.955 OSCR : 70.931 AUROC_max_val (%): 83.253 AUROC_real (%): 72.999

Epoch 519/600
157/157 - 3s - loss: 0.5399 - accuracy: 0.9416 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49982160329818726
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 85.489 79.100 85.458 83.900
	Acc: 0.951 OSCR : 74.225 AUROC_max_val (%): 85.489 AUROC_real (%): 76.337

Epoch 520/600
157/157 - 3s - loss: 0.5626 - accuracy: 0.9414 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.504306435585022
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 84.610 78.650 84.465 82.868
	Acc: 0.951 OSCR : 72.444 AUROC_max_val (%): 84.610 AUROC_real (%): 74.373

Epoch 521/600
157/157 - 3s - loss: 0.5555 - accuracy: 0.9412 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5283105373382568
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 87.524 80.650 87.875 86.049
	Acc: 0.959 OSCR : 76.150 AUROC_max_val (%): 87.524 AUROC_real (%): 78.436

Epoch 522/600
157/157 - 3s - loss: 0.5529 - accuracy: 0.9399 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5044079422950745
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 85.617 79.500 85.790 83.263
	Acc: 0.950 OSCR : 73.441 AUROC_max_val (%): 85.617 AUROC_real (%): 75.613

Epoch 523/600
157/157 - 3s - loss: 0.5574 - accuracy: 0.9401 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5294819474220276
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 81.202 75.000 80.174 79.006
	Acc: 0.951 OSCR : 75.118 AUROC_max_val (%): 81.202 AUROC_real (%): 77.219

Epoch 524/600
157/157 - 3s - loss: 0.5526 - accuracy: 0.9413 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5910478234291077
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 85.767 78.950 86.477 83.756
	Acc: 0.955 OSCR : 68.381 AUROC_max_val (%): 85.767 AUROC_real (%): 70.507

Epoch 525/600
157/157 - 3s - loss: 0.5438 - accuracy: 0.9429 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5107815861701965
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 84.582 77.500 84.550 83.137
	Acc: 0.956 OSCR : 70.507 AUROC_max_val (%): 84.582 AUROC_real (%): 72.343

Epoch 526/600
157/157 - 3s - loss: 0.5363 - accuracy: 0.9448 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47504180669784546
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 84.474 78.000 84.371 82.584
	Acc: 0.956 OSCR : 73.786 AUROC_max_val (%): 84.474 AUROC_real (%): 75.624

Epoch 527/600
157/157 - 3s - loss: 0.5465 - accuracy: 0.9421 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44638791680336
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 84.654 78.200 84.122 83.258
	Acc: 0.954 OSCR : 75.953 AUROC_max_val (%): 84.654 AUROC_real (%): 77.717

Epoch 528/600
157/157 - 3s - loss: 0.5314 - accuracy: 0.9439 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4592524468898773
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 86.409 80.050 86.651 84.236
	Acc: 0.959 OSCR : 75.137 AUROC_max_val (%): 86.409 AUROC_real (%): 76.885

Epoch 529/600
157/157 - 3s - loss: 0.5537 - accuracy: 0.9404 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49600669741630554
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 86.006 79.150 86.493 83.847
	Acc: 0.958 OSCR : 69.400 AUROC_max_val (%): 86.006 AUROC_real (%): 71.117

Epoch 530/600
157/157 - 3s - loss: 0.5258 - accuracy: 0.9439 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5092204809188843
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 84.668 78.250 84.227 83.413
	Acc: 0.957 OSCR : 71.628 AUROC_max_val (%): 84.668 AUROC_real (%): 73.458

Epoch 531/600
157/157 - 3s - loss: 0.5339 - accuracy: 0.9421 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4889625608921051
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 84.829 78.600 84.421 83.340
	Acc: 0.956 OSCR : 70.385 AUROC_max_val (%): 84.829 AUROC_real (%): 72.125

Epoch 532/600
157/157 - 3s - loss: 0.5129 - accuracy: 0.9449 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4996059238910675
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.000 84.037 76.800 83.722 82.289
	Acc: 0.958 OSCR : 73.437 AUROC_max_val (%): 84.037 AUROC_real (%): 75.415

Epoch 533/600
157/157 - 3s - loss: 0.5046 - accuracy: 0.9462 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45831912755966187
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.500 83.352 76.400 82.192 82.279
	Acc: 0.957 OSCR : 72.616 AUROC_max_val (%): 83.352 AUROC_real (%): 74.337

Epoch 534/600
157/157 - 3s - loss: 0.5225 - accuracy: 0.9464 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49685755372047424
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 84.866 78.700 84.855 83.251
	Acc: 0.955 OSCR : 70.446 AUROC_max_val (%): 84.866 AUROC_real (%): 72.259

Epoch 535/600
157/157 - 3s - loss: 0.5198 - accuracy: 0.9459 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4473237097263336
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.600 81.279 75.500 79.119 80.799
	Acc: 0.962 OSCR : 73.557 AUROC_max_val (%): 81.279 AUROC_real (%): 75.305

Epoch 536/600
157/157 - 3s - loss: 0.5286 - accuracy: 0.9430 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4894498884677887
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 83.883 76.750 83.349 81.878
	Acc: 0.958 OSCR : 76.312 AUROC_max_val (%): 83.883 AUROC_real (%): 78.325

Epoch 537/600
157/157 - 3s - loss: 0.5180 - accuracy: 0.9438 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4680851399898529
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 84.815 78.800 83.342 84.066
	Acc: 0.963 OSCR : 73.908 AUROC_max_val (%): 84.815 AUROC_real (%): 75.646

Epoch 538/600
157/157 - 3s - loss: 0.5133 - accuracy: 0.9453 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4414421021938324
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 86.931 80.100 86.262 85.530
	Acc: 0.960 OSCR : 74.446 AUROC_max_val (%): 86.931 AUROC_real (%): 76.241

Epoch 539/600
157/157 - 3s - loss: 0.5384 - accuracy: 0.9426 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5027032494544983
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.500 84.591 77.700 83.923 82.829
	Acc: 0.957 OSCR : 71.686 AUROC_max_val (%): 84.591 AUROC_real (%): 73.495

Epoch 540/600
157/157 - 3s - loss: 0.5156 - accuracy: 0.9464 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4762210249900818
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 83.260 77.050 81.681 82.006
	Acc: 0.956 OSCR : 74.475 AUROC_max_val (%): 83.260 AUROC_real (%): 76.349

Epoch 541/600
157/157 - 3s - loss: 0.4880 - accuracy: 0.9491 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5098997950553894
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.800 84.213 77.500 83.907 82.272
	Acc: 0.958 OSCR : 75.470 AUROC_max_val (%): 84.213 AUROC_real (%): 77.445

Epoch 542/600
157/157 - 3s - loss: 0.5024 - accuracy: 0.9466 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46478918194770813
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 87.569 80.600 87.976 85.789
	Acc: 0.948 OSCR : 77.616 AUROC_max_val (%): 87.569 AUROC_real (%): 79.654

Epoch 543/600
157/157 - 3s - loss: 0.5128 - accuracy: 0.9455 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4907326400279999
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 84.499 77.650 83.040 83.735
	Acc: 0.952 OSCR : 76.206 AUROC_max_val (%): 84.499 AUROC_real (%): 78.219

Epoch 544/600
157/157 - 3s - loss: 0.4848 - accuracy: 0.9490 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48971062898635864
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 86.312 80.000 85.895 84.774
	Acc: 0.955 OSCR : 72.636 AUROC_max_val (%): 86.312 AUROC_real (%): 74.607

Epoch 545/600
157/157 - 3s - loss: 0.5017 - accuracy: 0.9469 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4752245843410492
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 87.420 81.600 87.491 85.638
	Acc: 0.953 OSCR : 75.493 AUROC_max_val (%): 87.420 AUROC_real (%): 77.415

Epoch 546/600
157/157 - 3s - loss: 0.4954 - accuracy: 0.9462 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47626790404319763
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 85.200 78.900 84.854 83.354
	Acc: 0.961 OSCR : 74.392 AUROC_max_val (%): 85.200 AUROC_real (%): 76.261

Epoch 547/600
157/157 - 3s - loss: 0.4901 - accuracy: 0.9471 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4817623496055603
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 84.410 78.300 82.659 83.232
	Acc: 0.959 OSCR : 71.814 AUROC_max_val (%): 84.410 AUROC_real (%): 73.628

Epoch 548/600
157/157 - 3s - loss: 0.4971 - accuracy: 0.9464 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49475252628326416
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.400 86.828 80.550 86.379 85.483
	Acc: 0.955 OSCR : 74.265 AUROC_max_val (%): 86.828 AUROC_real (%): 76.289

Epoch 549/600
157/157 - 3s - loss: 0.5054 - accuracy: 0.9469 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.483702152967453
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 86.231 79.350 86.233 84.934
	Acc: 0.960 OSCR : 72.747 AUROC_max_val (%): 86.231 AUROC_real (%): 74.693

Epoch 550/600
157/157 - 3s - loss: 0.4896 - accuracy: 0.9488 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.502885103225708
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 83.387 77.650 81.754 82.913
	Acc: 0.957 OSCR : 72.642 AUROC_max_val (%): 83.387 AUROC_real (%): 74.632

Epoch 551/600
157/157 - 3s - loss: 0.4667 - accuracy: 0.9510 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46346670389175415
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 85.450 79.100 84.088 84.622
	Acc: 0.956 OSCR : 74.877 AUROC_max_val (%): 85.450 AUROC_real (%): 76.816

Epoch 552/600
157/157 - 3s - loss: 0.4838 - accuracy: 0.9489 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4860783815383911
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 86.003 79.250 85.451 85.014
	Acc: 0.960 OSCR : 76.190 AUROC_max_val (%): 86.003 AUROC_real (%): 78.292

Epoch 553/600
157/157 - 3s - loss: 0.4940 - accuracy: 0.9474 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.498298317193985
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 82.707 76.150 81.156 82.574
	Acc: 0.955 OSCR : 75.013 AUROC_max_val (%): 82.707 AUROC_real (%): 77.074

Epoch 554/600
157/157 - 3s - loss: 0.4694 - accuracy: 0.9500 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5115918517112732
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 84.562 78.600 83.646 83.642
	Acc: 0.954 OSCR : 73.936 AUROC_max_val (%): 84.562 AUROC_real (%): 75.970

Epoch 555/600
157/157 - 3s - loss: 0.4794 - accuracy: 0.9489 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4563080966472626
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 83.755 77.150 82.482 82.538
	Acc: 0.958 OSCR : 74.321 AUROC_max_val (%): 83.755 AUROC_real (%): 76.138

Epoch 556/600
157/157 - 3s - loss: 0.4709 - accuracy: 0.9503 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4935351014137268
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 84.581 77.550 84.164 83.195
	Acc: 0.957 OSCR : 75.379 AUROC_max_val (%): 84.581 AUROC_real (%): 77.355

Epoch 557/600
157/157 - 3s - loss: 0.4766 - accuracy: 0.9494 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48954230546951294
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 83.870 77.150 82.930 82.796
	Acc: 0.960 OSCR : 74.452 AUROC_max_val (%): 83.870 AUROC_real (%): 76.344

Epoch 558/600
157/157 - 3s - loss: 0.4761 - accuracy: 0.9492 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47516122460365295
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 83.697 76.850 82.281 82.712
	Acc: 0.956 OSCR : 74.620 AUROC_max_val (%): 83.697 AUROC_real (%): 76.491

Epoch 559/600
157/157 - 3s - loss: 0.4888 - accuracy: 0.9477 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47909998893737793
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 83.216 76.950 81.668 82.115
	Acc: 0.956 OSCR : 75.623 AUROC_max_val (%): 83.216 AUROC_real (%): 77.525

Epoch 560/600
157/157 - 3s - loss: 0.4848 - accuracy: 0.9477 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47024422883987427
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 85.686 79.150 85.013 84.202
	Acc: 0.957 OSCR : 75.534 AUROC_max_val (%): 85.686 AUROC_real (%): 77.405

Epoch 561/600
157/157 - 3s - loss: 0.4675 - accuracy: 0.9506 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47672566771507263
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 85.398 78.750 84.493 84.361
	Acc: 0.961 OSCR : 73.829 AUROC_max_val (%): 85.398 AUROC_real (%): 75.672

Epoch 562/600
157/157 - 3s - loss: 0.4841 - accuracy: 0.9486 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4894207715988159
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 84.774 77.950 83.202 83.706
	Acc: 0.958 OSCR : 74.562 AUROC_max_val (%): 84.774 AUROC_real (%): 76.496

Epoch 563/600
157/157 - 3s - loss: 0.4745 - accuracy: 0.9490 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4744802713394165
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 86.882 80.550 86.641 85.680
	Acc: 0.957 OSCR : 74.862 AUROC_max_val (%): 86.882 AUROC_real (%): 76.823

Epoch 564/600
157/157 - 3s - loss: 0.4672 - accuracy: 0.9514 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5075109004974365
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 85.136 78.400 83.669 84.243
	Acc: 0.956 OSCR : 74.272 AUROC_max_val (%): 85.136 AUROC_real (%): 76.254

Epoch 565/600
157/157 - 3s - loss: 0.4571 - accuracy: 0.9513 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5060044527053833
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.700 86.722 79.950 85.998 85.424
	Acc: 0.960 OSCR : 74.082 AUROC_max_val (%): 86.722 AUROC_real (%): 76.120

Epoch 566/600
157/157 - 3s - loss: 0.4657 - accuracy: 0.9496 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4674738347530365
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.700 85.605 79.000 84.311 84.630
	Acc: 0.960 OSCR : 75.492 AUROC_max_val (%): 85.605 AUROC_real (%): 77.371

Epoch 567/600
157/157 - 3s - loss: 0.4489 - accuracy: 0.9526 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49067774415016174
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 86.300 79.700 85.341 85.129
	Acc: 0.958 OSCR : 75.627 AUROC_max_val (%): 86.300 AUROC_real (%): 77.693

Epoch 568/600
157/157 - 3s - loss: 0.4870 - accuracy: 0.9471 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4710313081741333
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 86.389 79.800 85.656 85.304
	Acc: 0.960 OSCR : 76.068 AUROC_max_val (%): 86.389 AUROC_real (%): 78.039

Epoch 569/600
157/157 - 3s - loss: 0.4584 - accuracy: 0.9525 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.473248690366745
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 86.268 79.300 85.271 85.089
	Acc: 0.964 OSCR : 74.428 AUROC_max_val (%): 86.268 AUROC_real (%): 76.240

Epoch 570/600
157/157 - 3s - loss: 0.4548 - accuracy: 0.9520 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47225531935691833
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 84.872 78.200 83.456 83.806
	Acc: 0.958 OSCR : 74.432 AUROC_max_val (%): 84.872 AUROC_real (%): 76.290

Epoch 571/600
157/157 - 3s - loss: 0.4699 - accuracy: 0.9504 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4610007107257843
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 84.888 78.350 83.227 84.071
	Acc: 0.958 OSCR : 74.815 AUROC_max_val (%): 84.888 AUROC_real (%): 76.682

Epoch 572/600
157/157 - 3s - loss: 0.4714 - accuracy: 0.9496 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4812448024749756
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 86.805 80.450 86.103 85.619
	Acc: 0.958 OSCR : 74.992 AUROC_max_val (%): 86.805 AUROC_real (%): 76.903

Epoch 573/600
157/157 - 3s - loss: 0.4597 - accuracy: 0.9523 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4777921438217163
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.300 86.443 80.350 85.558 85.441
	Acc: 0.959 OSCR : 74.755 AUROC_max_val (%): 86.443 AUROC_real (%): 76.640

Epoch 574/600
157/157 - 3s - loss: 0.4594 - accuracy: 0.9507 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.476471483707428
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.300 85.894 79.500 84.959 84.709
	Acc: 0.963 OSCR : 75.115 AUROC_max_val (%): 85.894 AUROC_real (%): 76.985

Epoch 575/600
157/157 - 3s - loss: 0.4536 - accuracy: 0.9518 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4681266248226166
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.000 85.389 78.800 84.241 84.236
	Acc: 0.960 OSCR : 74.848 AUROC_max_val (%): 85.389 AUROC_real (%): 76.688

Epoch 576/600
157/157 - 3s - loss: 0.4527 - accuracy: 0.9520 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4617222845554352
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 84.736 78.150 83.617 83.566
	Acc: 0.963 OSCR : 73.591 AUROC_max_val (%): 84.736 AUROC_real (%): 75.365

Epoch 577/600
157/157 - 3s - loss: 0.4513 - accuracy: 0.9523 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46536555886268616
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.800 85.727 79.050 84.807 84.420
	Acc: 0.962 OSCR : 74.441 AUROC_max_val (%): 85.727 AUROC_real (%): 76.227

Epoch 578/600
157/157 - 3s - loss: 0.4640 - accuracy: 0.9500 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4628358781337738
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 84.834 78.000 83.570 83.753
	Acc: 0.961 OSCR : 75.083 AUROC_max_val (%): 84.834 AUROC_real (%): 76.898

Epoch 579/600
157/157 - 3s - loss: 0.4571 - accuracy: 0.9501 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46433597803115845
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 85.601 79.200 84.613 84.394
	Acc: 0.962 OSCR : 75.420 AUROC_max_val (%): 85.601 AUROC_real (%): 77.238

Epoch 580/600
157/157 - 3s - loss: 0.4464 - accuracy: 0.9535 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46776822209358215
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 85.663 79.200 84.803 84.491
	Acc: 0.960 OSCR : 75.642 AUROC_max_val (%): 85.663 AUROC_real (%): 77.538

Epoch 581/600
157/157 - 3s - loss: 0.4638 - accuracy: 0.9509 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4697505831718445
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 85.441 78.900 84.449 84.454
	Acc: 0.962 OSCR : 75.021 AUROC_max_val (%): 85.441 AUROC_real (%): 76.890

Epoch 582/600
157/157 - 3s - loss: 0.4691 - accuracy: 0.9509 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46839118003845215
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 84.965 78.500 83.758 84.128
	Acc: 0.963 OSCR : 74.935 AUROC_max_val (%): 84.965 AUROC_real (%): 76.793

Epoch 583/600
157/157 - 3s - loss: 0.4467 - accuracy: 0.9522 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47242265939712524
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.600 84.586 77.950 83.159 83.835
	Acc: 0.962 OSCR : 74.010 AUROC_max_val (%): 84.586 AUROC_real (%): 75.876

Epoch 584/600
157/157 - 3s - loss: 0.4410 - accuracy: 0.9529 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4567098617553711
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.900 85.274 78.550 84.161 84.475
	Acc: 0.960 OSCR : 74.786 AUROC_max_val (%): 85.274 AUROC_real (%): 76.664

Epoch 585/600
157/157 - 3s - loss: 0.4519 - accuracy: 0.9521 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4595056474208832
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 85.438 78.950 84.344 84.530
	Acc: 0.961 OSCR : 74.867 AUROC_max_val (%): 85.438 AUROC_real (%): 76.748

Epoch 586/600
157/157 - 3s - loss: 0.4615 - accuracy: 0.9516 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4610544741153717
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.900 86.063 79.450 85.245 85.095
	Acc: 0.963 OSCR : 75.190 AUROC_max_val (%): 86.063 AUROC_real (%): 77.059

Epoch 587/600
157/157 - 3s - loss: 0.4563 - accuracy: 0.9517 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4561100900173187
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.000 86.723 80.000 86.090 85.698
	Acc: 0.963 OSCR : 75.469 AUROC_max_val (%): 86.723 AUROC_real (%): 77.331

Epoch 588/600
157/157 - 3s - loss: 0.4521 - accuracy: 0.9510 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4606882333755493
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 86.443 80.000 85.720 85.401
	Acc: 0.963 OSCR : 75.447 AUROC_max_val (%): 86.443 AUROC_real (%): 77.323

Epoch 589/600
157/157 - 3s - loss: 0.4483 - accuracy: 0.9527 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46860969066619873
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.000 86.274 79.950 85.644 85.079
	Acc: 0.963 OSCR : 74.644 AUROC_max_val (%): 86.274 AUROC_real (%): 76.512

Epoch 590/600
157/157 - 3s - loss: 0.4508 - accuracy: 0.9528 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46885550022125244
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.300 86.460 80.150 85.897 85.262
	Acc: 0.961 OSCR : 75.080 AUROC_max_val (%): 86.460 AUROC_real (%): 76.981

Epoch 591/600
157/157 - 3s - loss: 0.4480 - accuracy: 0.9517 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46470701694488525
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 86.184 80.000 85.528 84.985
	Acc: 0.961 OSCR : 75.243 AUROC_max_val (%): 86.184 AUROC_real (%): 77.122

Epoch 592/600
157/157 - 3s - loss: 0.4573 - accuracy: 0.9516 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4632336497306824
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 86.730 80.250 86.205 85.554
	Acc: 0.963 OSCR : 75.635 AUROC_max_val (%): 86.730 AUROC_real (%): 77.513

Epoch 593/600
157/157 - 3s - loss: 0.4456 - accuracy: 0.9533 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4627509117126465
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 86.905 80.550 86.492 85.666
	Acc: 0.961 OSCR : 75.687 AUROC_max_val (%): 86.905 AUROC_real (%): 77.572

Epoch 594/600
157/157 - 3s - loss: 0.4536 - accuracy: 0.9511 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4644559323787689
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 86.661 80.400 86.145 85.407
	Acc: 0.962 OSCR : 75.340 AUROC_max_val (%): 86.661 AUROC_real (%): 77.215

Epoch 595/600
157/157 - 3s - loss: 0.4490 - accuracy: 0.9523 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4605320692062378
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.500 86.823 80.600 86.326 85.565
	Acc: 0.963 OSCR : 75.864 AUROC_max_val (%): 86.823 AUROC_real (%): 77.736

Epoch 596/600
157/157 - 3s - loss: 0.4483 - accuracy: 0.9512 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4606938660144806
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 86.840 80.600 86.343 85.586
	Acc: 0.963 OSCR : 76.004 AUROC_max_val (%): 86.840 AUROC_real (%): 77.880

Epoch 597/600
157/157 - 3s - loss: 0.4471 - accuracy: 0.9523 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4634983539581299
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 86.669 80.500 86.165 85.431
	Acc: 0.962 OSCR : 75.401 AUROC_max_val (%): 86.669 AUROC_real (%): 77.279

Epoch 598/600
157/157 - 3s - loss: 0.4434 - accuracy: 0.9513 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4630315601825714
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 86.672 80.400 86.174 85.411
	Acc: 0.962 OSCR : 75.571 AUROC_max_val (%): 86.672 AUROC_real (%): 77.452

Epoch 599/600
157/157 - 3s - loss: 0.4399 - accuracy: 0.9534 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46144288778305054
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 86.751 80.550 86.274 85.443
	Acc: 0.962 OSCR : 75.788 AUROC_max_val (%): 86.751 AUROC_real (%): 77.662

Epoch 600/600
157/157 - 3s - loss: 0.4416 - accuracy: 0.9521 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46329841017723083
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 86.614 80.400 86.096 85.356
	Acc: 0.963 OSCR : 75.342 AUROC_max_val (%): 86.614 AUROC_real (%): 77.208

--- Execution time : 0:35:19.438235 ---
Closed set loss: 0.4632984
Closed set metrics:
accuracy: 0.9629999995231628 

      1/Unknown - 0s 136ms/step
8/8 [==============================] - 3s 351ms/step

      1/Unknown - 0s 7ms/step
8/8 [==============================] - 0s 5ms/step
W0905 08:39:35.014771 23083308816064 legend.py:1323] No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
I0905 08:39:35.015582 23083308816064 utils.py:108] Saving model in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-3/nb_f-5/anchor_mul-10/max_d-12.649/model.save
WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
W0905 08:39:35.015734 23083308816064 saving_utils.py:359] Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
W0905 08:39:36.737454 23083308816064 save.py:274] Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 10). These functions will not be directly callable after loading.
INFO:tensorflow:Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar+10//split-3/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 08:39:37.238672 23083308816064 builder_impl.py:797] Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar+10//split-3/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 08:39:37.299962 23083308816064 utils.py:112] Saving history in results/benchmark_osr//standard_vgg32/dist/cifar+10//split-3/nb_f-5/anchor_mul-10/max_d-12.649/history.pkl
AUROC score: 0.772079
