I0905 09:16:04.223074 22865000335040 utils.py:90] Saving flags in results/benchmark_osr//standard_vgg32/dist/cifar+50//split-3/nb_f-5/anchor_mul-10/max_d-12.649/flags.txt
I0905 09:16:04.232669 22865000335040 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 09:16:04.239896 22865000335040 dataset_builder.py:528] Reusing dataset cifar10 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2)
I0905 09:16:05.754127 22865000335040 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 09:16:05.756099 22865000335040 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2
I0905 09:16:05.761653 22865000335040 dataset_builder.py:528] Reusing dataset cifar100 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2)
I0905 09:16:05.794886 22865000335040 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: 4000
ds_test_uk_size: 4000
Dataset: cifar+50
Known classes: [0, 1, 8, 9]
Unknown classes: [92, 82, 77, 64, 5, 33, 62, 56, 70, 0, 20, 28, 67, 14, 84, 53, 91, 29, 85, 2, 52, 83, 75, 35, 11, 21, 72, 98, 55, 1, 41, 76, 25, 66, 69, 9, 48, 54, 40, 23, 95, 60, 30, 73, 46, 49, 68, 99, 8, 71]
--- Data preprocessing time : 0:00:08.670053 ---
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 09:16:15.561644: 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 09:16:22.670079: 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: 8.8597 - accuracy: 0.2599 - 10s/epoch - 63ms/step
Test results :
	Loss (on known):8.761445045471191
	accuracy: 0.2787500023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.450 59.851 57.588 57.754 58.663
	Acc: 0.279 OSCR : 16.277 AUROC_max_val (%): 59.851 AUROC_real (%): 54.733

Epoch  2/600
157/157 - 3s - loss: 5.5785 - accuracy: 0.4270 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):4.574653148651123
	accuracy: 0.5874999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     3.100 49.202 50.325 49.154 48.686
	Acc: 0.588 OSCR : 32.677 AUROC_max_val (%): 49.202 AUROC_real (%): 49.418

Epoch  3/600
157/157 - 3s - loss: 4.5813 - accuracy: 0.5340 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):4.0486531257629395
	accuracy: 0.628250002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.050 63.093 60.400 59.228 61.915
	Acc: 0.628 OSCR : 39.201 AUROC_max_val (%): 63.093 AUROC_real (%): 56.650

Epoch  4/600
157/157 - 3s - loss: 4.0823 - accuracy: 0.5762 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):3.7922704219818115
	accuracy: 0.6620000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.300 69.506 64.163 70.172 66.925
	Acc: 0.662 OSCR : 45.118 AUROC_max_val (%): 69.506 AUROC_real (%): 61.094

Epoch  5/600
157/157 - 3s - loss: 3.7185 - accuracy: 0.6206 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):6.068676948547363
	accuracy: 0.6230000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.125 66.570 62.275 67.855 63.345
	Acc: 0.623 OSCR : 27.472 AUROC_max_val (%): 66.570 AUROC_real (%): 43.016

Epoch  6/600
157/157 - 3s - loss: 3.4035 - accuracy: 0.6533 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):6.810584545135498
	accuracy: 0.6085000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.475 71.985 67.763 74.867 66.984
	Acc: 0.609 OSCR : 26.754 AUROC_max_val (%): 71.985 AUROC_real (%): 43.779

Epoch  7/600
157/157 - 3s - loss: 3.1335 - accuracy: 0.6816 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):3.4377963542938232
	accuracy: 0.7477499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.450 74.680 68.188 76.639 70.775
	Acc: 0.748 OSCR : 47.367 AUROC_max_val (%): 74.680 AUROC_real (%): 59.069

Epoch  8/600
157/157 - 3s - loss: 2.9191 - accuracy: 0.7019 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.9087088108062744
	accuracy: 0.7767500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.200 76.496 70.350 79.107 71.723
	Acc: 0.777 OSCR : 52.292 AUROC_max_val (%): 76.496 AUROC_real (%): 62.988

Epoch  9/600
157/157 - 3s - loss: 2.8020 - accuracy: 0.7141 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.9717358350753784
	accuracy: 0.8232499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 80.634 73.525 82.559 76.933
	Acc: 0.823 OSCR : 63.548 AUROC_max_val (%): 80.634 AUROC_real (%): 72.205

Epoch 10/600
157/157 - 3s - loss: 2.7199 - accuracy: 0.7228 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.6800718307495117
	accuracy: 0.7994999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.350 76.394 69.963 78.342 72.380
	Acc: 0.799 OSCR : 53.972 AUROC_max_val (%): 76.394 AUROC_real (%): 62.919

Epoch 11/600
157/157 - 3s - loss: 2.5350 - accuracy: 0.7388 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.45278000831604
	accuracy: 0.7925000190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.650 70.958 65.500 72.220 67.281
	Acc: 0.792 OSCR : 49.804 AUROC_max_val (%): 70.958 AUROC_real (%): 57.821

Epoch 12/600
157/157 - 3s - loss: 2.4175 - accuracy: 0.7485 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.1668777465820312
	accuracy: 0.8059999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.650 69.928 65.775 68.165 67.600
	Acc: 0.806 OSCR : 57.975 AUROC_max_val (%): 69.928 AUROC_real (%): 66.185

Epoch 13/600
157/157 - 3s - loss: 2.3182 - accuracy: 0.7604 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.9266782999038696
	accuracy: 0.8447499871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.350 77.883 71.463 79.795 74.224
	Acc: 0.845 OSCR : 60.716 AUROC_max_val (%): 77.883 AUROC_real (%): 67.631

Epoch 14/600
157/157 - 3s - loss: 2.2691 - accuracy: 0.7697 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.7806768417358398
	accuracy: 0.8672500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.225 81.539 74.150 82.605 78.239
	Acc: 0.867 OSCR : 60.756 AUROC_max_val (%): 81.539 AUROC_real (%): 66.634

Epoch 15/600
157/157 - 3s - loss: 2.2240 - accuracy: 0.7732 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.67864191532135
	accuracy: 0.8582500219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.325 80.972 74.250 83.164 77.158
	Acc: 0.858 OSCR : 63.286 AUROC_max_val (%): 80.972 AUROC_real (%): 69.606

Epoch 16/600
157/157 - 3s - loss: 2.1603 - accuracy: 0.7788 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.0060222148895264
	accuracy: 0.840499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.225 79.757 72.962 81.660 76.073
	Acc: 0.841 OSCR : 57.809 AUROC_max_val (%): 79.757 AUROC_real (%): 65.261

Epoch 17/600
157/157 - 3s - loss: 2.1163 - accuracy: 0.7820 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3367719650268555
	accuracy: 0.8722500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.975 81.705 74.050 83.571 78.619
	Acc: 0.872 OSCR : 68.855 AUROC_max_val (%): 81.705 AUROC_real (%): 74.787

Epoch 18/600
157/157 - 3s - loss: 2.0780 - accuracy: 0.7824 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3538330793380737
	accuracy: 0.8792499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.175 80.608 73.638 82.485 76.833
	Acc: 0.879 OSCR : 68.601 AUROC_max_val (%): 80.608 AUROC_real (%): 74.153

Epoch 19/600
157/157 - 3s - loss: 2.0364 - accuracy: 0.7907 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2373063564300537
	accuracy: 0.8980000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.225 81.947 74.963 82.895 78.620
	Acc: 0.898 OSCR : 68.131 AUROC_max_val (%): 81.947 AUROC_real (%): 72.883

Epoch 20/600
157/157 - 3s - loss: 1.9890 - accuracy: 0.7924 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.6934410333633423
	accuracy: 0.859749972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.000 76.951 70.863 77.270 73.993
	Acc: 0.860 OSCR : 60.446 AUROC_max_val (%): 76.951 AUROC_real (%): 66.045

Epoch 21/600
157/157 - 3s - loss: 1.9819 - accuracy: 0.7966 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.4366029500961304
	accuracy: 0.8657500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.425 79.592 73.100 81.397 75.920
	Acc: 0.866 OSCR : 67.228 AUROC_max_val (%): 79.592 AUROC_real (%): 73.327

Epoch 22/600
157/157 - 3s - loss: 1.9391 - accuracy: 0.7988 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3665719032287598
	accuracy: 0.8740000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.900 76.605 71.213 78.978 72.164
	Acc: 0.874 OSCR : 65.048 AUROC_max_val (%): 76.605 AUROC_real (%): 69.840

Epoch 23/600
157/157 - 3s - loss: 1.9101 - accuracy: 0.8008 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):2.8455731868743896
	accuracy: 0.7987499833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.200 72.926 68.513 76.725 67.049
	Acc: 0.799 OSCR : 47.267 AUROC_max_val (%): 72.926 AUROC_real (%): 56.035

Epoch 24/600
157/157 - 3s - loss: 1.8785 - accuracy: 0.8061 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.5250710248947144
	accuracy: 0.8702499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.050 79.847 72.725 80.801 77.041
	Acc: 0.870 OSCR : 64.866 AUROC_max_val (%): 79.847 AUROC_real (%): 70.936

Epoch 25/600
157/157 - 3s - loss: 1.8471 - accuracy: 0.8083 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.52247154712677
	accuracy: 0.8759999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.725 82.212 75.075 84.140 79.025
	Acc: 0.876 OSCR : 66.030 AUROC_max_val (%): 82.212 AUROC_real (%): 71.918

Epoch 26/600
157/157 - 3s - loss: 1.7975 - accuracy: 0.8143 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3844417333602905
	accuracy: 0.8889999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.425 82.226 75.737 82.235 79.279
	Acc: 0.889 OSCR : 64.843 AUROC_max_val (%): 82.226 AUROC_real (%): 69.634

Epoch 27/600
157/157 - 3s - loss: 1.7901 - accuracy: 0.8145 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0714579820632935
	accuracy: 0.8927500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.825 84.219 76.838 85.902 80.339
	Acc: 0.893 OSCR : 72.715 AUROC_max_val (%): 84.219 AUROC_real (%): 77.454

Epoch 28/600
157/157 - 3s - loss: 1.7633 - accuracy: 0.8160 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.880074143409729
	accuracy: 0.8529999852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.300 74.237 68.013 74.954 71.297
	Acc: 0.853 OSCR : 57.590 AUROC_max_val (%): 74.237 AUROC_real (%): 63.835

Epoch 29/600
157/157 - 3s - loss: 1.7456 - accuracy: 0.8192 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.5123625993728638
	accuracy: 0.890749990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.300 75.413 70.075 73.167 73.478
	Acc: 0.891 OSCR : 60.043 AUROC_max_val (%): 75.413 AUROC_real (%): 64.512

Epoch 30/600
157/157 - 3s - loss: 1.7251 - accuracy: 0.8199 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3604120016098022
	accuracy: 0.8822500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.675 83.272 76.162 85.634 79.570
	Acc: 0.882 OSCR : 68.053 AUROC_max_val (%): 83.272 AUROC_real (%): 73.511

Epoch 31/600
157/157 - 3s - loss: 1.7136 - accuracy: 0.8198 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.210689902305603
	accuracy: 0.8917499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.800 78.715 72.688 79.651 75.346
	Acc: 0.892 OSCR : 64.517 AUROC_max_val (%): 78.715 AUROC_real (%): 68.754

Epoch 32/600
157/157 - 3s - loss: 1.6728 - accuracy: 0.8278 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2603299617767334
	accuracy: 0.8845000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.975 81.065 74.312 82.601 77.665
	Acc: 0.884 OSCR : 66.832 AUROC_max_val (%): 81.065 AUROC_real (%): 71.726

Epoch 33/600
157/157 - 3s - loss: 1.6735 - accuracy: 0.8271 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):1.306563138961792
	accuracy: 0.875249981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.975 78.633 71.862 79.870 75.516
	Acc: 0.875 OSCR : 67.140 AUROC_max_val (%): 78.633 AUROC_real (%): 72.560

Epoch 34/600
157/157 - 3s - loss: 1.6510 - accuracy: 0.8277 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2001044750213623
	accuracy: 0.8949999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.975 78.492 72.363 79.177 74.872
	Acc: 0.895 OSCR : 67.228 AUROC_max_val (%): 78.492 AUROC_real (%): 71.560

Epoch 35/600
157/157 - 3s - loss: 1.6447 - accuracy: 0.8289 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0882668495178223
	accuracy: 0.9045000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.350 82.114 75.087 83.864 78.350
	Acc: 0.904 OSCR : 67.385 AUROC_max_val (%): 82.114 AUROC_real (%): 71.194

Epoch 36/600
157/157 - 3s - loss: 1.6193 - accuracy: 0.8336 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3239394426345825
	accuracy: 0.8862500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.650 81.221 74.488 83.013 78.015
	Acc: 0.886 OSCR : 67.847 AUROC_max_val (%): 81.221 AUROC_real (%): 73.360

Epoch 37/600
157/157 - 3s - loss: 1.5957 - accuracy: 0.8334 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.5735137462615967
	accuracy: 0.8840000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.750 78.371 72.550 78.002 74.888
	Acc: 0.884 OSCR : 59.078 AUROC_max_val (%): 78.371 AUROC_real (%): 63.543

Epoch 38/600
157/157 - 3s - loss: 1.5385 - accuracy: 0.8395 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1897352933883667
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.325 72.075 67.738 72.369 68.052
	Acc: 0.892 OSCR : 63.660 AUROC_max_val (%): 72.075 AUROC_real (%): 67.378

Epoch 39/600
157/157 - 3s - loss: 1.5417 - accuracy: 0.8390 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):1.1255943775177002
	accuracy: 0.8977500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.025 79.617 73.138 80.697 76.008
	Acc: 0.898 OSCR : 67.898 AUROC_max_val (%): 79.617 AUROC_real (%): 72.169

Epoch 40/600
157/157 - 3s - loss: 1.5328 - accuracy: 0.8388 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9295651316642761
	accuracy: 0.9100000262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 83.492 76.650 84.934 80.526
	Acc: 0.910 OSCR : 75.305 AUROC_max_val (%): 83.492 AUROC_real (%): 79.429

Epoch 41/600
157/157 - 3s - loss: 1.5291 - accuracy: 0.8388 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9995934367179871
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.575 87.291 79.862 88.739 84.991
	Acc: 0.914 OSCR : 71.469 AUROC_max_val (%): 87.291 AUROC_real (%): 75.414

Epoch 42/600
157/157 - 3s - loss: 1.5067 - accuracy: 0.8457 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2406551837921143
	accuracy: 0.8852499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.575 83.007 75.963 84.608 79.687
	Acc: 0.885 OSCR : 69.929 AUROC_max_val (%): 83.007 AUROC_real (%): 75.306

Epoch 43/600
157/157 - 3s - loss: 1.4787 - accuracy: 0.8440 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2709249258041382
	accuracy: 0.9007499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.175 80.263 73.800 81.049 76.889
	Acc: 0.901 OSCR : 64.588 AUROC_max_val (%): 80.263 AUROC_real (%): 68.820

Epoch 44/600
157/157 - 3s - loss: 1.4827 - accuracy: 0.8445 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):1.271388053894043
	accuracy: 0.9020000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.275 82.675 75.850 84.302 79.702
	Acc: 0.902 OSCR : 65.201 AUROC_max_val (%): 82.675 AUROC_real (%): 69.652

Epoch 45/600
157/157 - 3s - loss: 1.4734 - accuracy: 0.8455 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):1.2826616764068604
	accuracy: 0.906499981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.400 79.367 73.300 79.322 75.974
	Acc: 0.906 OSCR : 63.914 AUROC_max_val (%): 79.367 AUROC_real (%): 67.849

Epoch 46/600
157/157 - 3s - loss: 1.4378 - accuracy: 0.8515 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):1.1298362016677856
	accuracy: 0.8999999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.250 81.856 75.438 83.133 78.335
	Acc: 0.900 OSCR : 70.053 AUROC_max_val (%): 81.856 AUROC_real (%): 74.288

Epoch 47/600
157/157 - 3s - loss: 1.4234 - accuracy: 0.8501 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0685932636260986
	accuracy: 0.9075000286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.500 82.929 76.075 83.875 79.833
	Acc: 0.907 OSCR : 70.501 AUROC_max_val (%): 82.929 AUROC_real (%): 74.462

Epoch 48/600
157/157 - 3s - loss: 1.4248 - accuracy: 0.8504 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.9601381421089172
	accuracy: 0.90625 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.350 85.167 77.763 86.836 82.445
	Acc: 0.906 OSCR : 72.793 AUROC_max_val (%): 85.167 AUROC_real (%): 76.981

Epoch 49/600
157/157 - 3s - loss: 1.4062 - accuracy: 0.8557 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):1.027904748916626
	accuracy: 0.9122499823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 85.178 78.412 86.761 82.680
	Acc: 0.912 OSCR : 70.844 AUROC_max_val (%): 85.178 AUROC_real (%): 74.864

Epoch 50/600
157/157 - 3s - loss: 1.4203 - accuracy: 0.8504 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0449461936950684
	accuracy: 0.8972499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.325 80.744 74.287 82.129 77.169
	Acc: 0.897 OSCR : 72.657 AUROC_max_val (%): 80.744 AUROC_real (%): 77.065

Epoch 51/600
157/157 - 3s - loss: 1.4115 - accuracy: 0.8508 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9407426714897156
	accuracy: 0.9087499976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.450 81.454 75.250 81.807 78.574
	Acc: 0.909 OSCR : 71.139 AUROC_max_val (%): 81.454 AUROC_real (%): 74.975

Epoch 52/600
157/157 - 3s - loss: 1.4046 - accuracy: 0.8521 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.022720217704773
	accuracy: 0.903249979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.350 81.005 74.275 82.036 78.042
	Acc: 0.903 OSCR : 71.259 AUROC_max_val (%): 81.005 AUROC_real (%): 75.500

Epoch 53/600
157/157 - 3s - loss: 1.3482 - accuracy: 0.8623 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9587101340293884
	accuracy: 0.9125000238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 85.912 79.138 87.558 82.557
	Acc: 0.912 OSCR : 73.638 AUROC_max_val (%): 85.912 AUROC_real (%): 77.639

Epoch 54/600
157/157 - 3s - loss: 1.3518 - accuracy: 0.8569 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8570536971092224
	accuracy: 0.9225000143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 86.882 80.062 88.750 83.610
	Acc: 0.922 OSCR : 75.037 AUROC_max_val (%): 86.882 AUROC_real (%): 78.533

Epoch 55/600
157/157 - 3s - loss: 1.3536 - accuracy: 0.8576 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.01814866065979
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.550 82.026 75.775 81.934 78.826
	Acc: 0.914 OSCR : 68.944 AUROC_max_val (%): 82.026 AUROC_real (%): 72.329

Epoch 56/600
157/157 - 3s - loss: 1.3606 - accuracy: 0.8581 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1120408773422241
	accuracy: 0.9117500185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 82.149 75.050 82.621 79.904
	Acc: 0.912 OSCR : 69.026 AUROC_max_val (%): 82.149 AUROC_real (%): 72.967

Epoch 57/600
157/157 - 3s - loss: 1.3223 - accuracy: 0.8596 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0212653875350952
	accuracy: 0.9114999771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 81.539 75.288 83.484 77.389
	Acc: 0.911 OSCR : 67.484 AUROC_max_val (%): 81.539 AUROC_real (%): 70.959

Epoch 58/600
157/157 - 3s - loss: 1.3325 - accuracy: 0.8602 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.904926061630249
	accuracy: 0.9197499752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.475 84.543 78.088 86.288 80.687
	Acc: 0.920 OSCR : 72.385 AUROC_max_val (%): 84.543 AUROC_real (%): 75.877

Epoch 59/600
157/157 - 3s - loss: 1.3047 - accuracy: 0.8643 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):1.1120811700820923
	accuracy: 0.9102500081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.875 82.166 75.662 82.102 79.464
	Acc: 0.910 OSCR : 66.730 AUROC_max_val (%): 82.166 AUROC_real (%): 70.522

Epoch 60/600
157/157 - 3s - loss: 1.2768 - accuracy: 0.8658 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0731379985809326
	accuracy: 0.9014999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.475 75.320 69.575 74.886 71.885
	Acc: 0.901 OSCR : 64.178 AUROC_max_val (%): 75.320 AUROC_real (%): 67.549

Epoch 61/600
157/157 - 3s - loss: 1.2934 - accuracy: 0.8640 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8095669150352478
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.950 82.713 75.763 82.757 80.153
	Acc: 0.921 OSCR : 75.927 AUROC_max_val (%): 82.713 AUROC_real (%): 79.320

Epoch 62/600
157/157 - 3s - loss: 1.2650 - accuracy: 0.8655 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9435465335845947
	accuracy: 0.921500027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.775 82.050 75.162 82.094 79.223
	Acc: 0.921 OSCR : 69.306 AUROC_max_val (%): 82.050 AUROC_real (%): 72.559

Epoch 63/600
157/157 - 3s - loss: 1.2708 - accuracy: 0.8668 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8327686786651611
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.250 82.829 75.875 84.272 79.553
	Acc: 0.921 OSCR : 73.298 AUROC_max_val (%): 82.829 AUROC_real (%): 76.708

Epoch 64/600
157/157 - 3s - loss: 1.2569 - accuracy: 0.8680 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.949897050857544
	accuracy: 0.9122499823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.950 82.223 75.587 83.098 78.477
	Acc: 0.912 OSCR : 68.778 AUROC_max_val (%): 82.223 AUROC_real (%): 72.330

Epoch 65/600
157/157 - 3s - loss: 1.2573 - accuracy: 0.8682 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3760671615600586
	accuracy: 0.909250020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.875 77.521 70.987 79.986 73.043
	Acc: 0.909 OSCR : 61.068 AUROC_max_val (%): 77.521 AUROC_real (%): 64.591

Epoch 66/600
157/157 - 3s - loss: 1.2380 - accuracy: 0.8682 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9857237935066223
	accuracy: 0.9132500290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.825 78.138 71.737 77.798 75.957
	Acc: 0.913 OSCR : 66.307 AUROC_max_val (%): 78.138 AUROC_real (%): 69.563

Epoch 67/600
157/157 - 3s - loss: 1.2344 - accuracy: 0.8704 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0379033088684082
	accuracy: 0.906499981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.025 85.675 78.075 87.766 82.370
	Acc: 0.906 OSCR : 72.508 AUROC_max_val (%): 85.675 AUROC_real (%): 76.964

Epoch 68/600
157/157 - 3s - loss: 1.2223 - accuracy: 0.8717 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.127888798713684
	accuracy: 0.8995000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.100 80.118 74.200 81.256 76.418
	Acc: 0.899 OSCR : 69.291 AUROC_max_val (%): 80.118 AUROC_real (%): 73.666

Epoch 69/600
157/157 - 3s - loss: 1.2158 - accuracy: 0.8734 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1957859992980957
	accuracy: 0.9129999876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.975 85.345 78.350 86.939 82.272
	Acc: 0.913 OSCR : 66.449 AUROC_max_val (%): 85.345 AUROC_real (%): 70.536

Epoch 70/600
157/157 - 3s - loss: 1.2106 - accuracy: 0.8705 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7574442625045776
	accuracy: 0.9282500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.525 84.445 77.213 84.785 82.160
	Acc: 0.928 OSCR : 73.170 AUROC_max_val (%): 84.445 AUROC_real (%): 76.084

Epoch 71/600
157/157 - 3s - loss: 1.2119 - accuracy: 0.8721 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1875944137573242
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.950 79.324 72.888 81.211 75.005
	Acc: 0.914 OSCR : 59.354 AUROC_max_val (%): 79.324 AUROC_real (%): 62.236

Epoch 72/600
157/157 - 3s - loss: 1.2035 - accuracy: 0.8712 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):1.0764318704605103
	accuracy: 0.9085000157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.025 84.885 77.663 86.692 81.500
	Acc: 0.908 OSCR : 68.925 AUROC_max_val (%): 84.885 AUROC_real (%): 72.993

Epoch 73/600
157/157 - 3s - loss: 1.1767 - accuracy: 0.8750 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.134527564048767
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.575 81.381 74.825 80.649 79.811
	Acc: 0.923 OSCR : 64.789 AUROC_max_val (%): 81.381 AUROC_real (%): 68.068

Epoch 74/600
157/157 - 3s - loss: 1.1814 - accuracy: 0.8767 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.8081130981445312
	accuracy: 0.9284999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 85.077 77.975 85.473 82.743
	Acc: 0.928 OSCR : 73.277 AUROC_max_val (%): 85.077 AUROC_real (%): 76.453

Epoch 75/600
157/157 - 3s - loss: 1.1552 - accuracy: 0.8788 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.136183500289917
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.775 82.217 75.600 82.573 79.580
	Acc: 0.923 OSCR : 65.133 AUROC_max_val (%): 82.217 AUROC_real (%): 68.545

Epoch 76/600
157/157 - 3s - loss: 1.1738 - accuracy: 0.8767 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.3319860696792603
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.650 79.460 72.750 81.366 75.670
	Acc: 0.908 OSCR : 63.672 AUROC_max_val (%): 79.460 AUROC_real (%): 67.623

Epoch 77/600
157/157 - 3s - loss: 1.1583 - accuracy: 0.8789 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9436254501342773
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.175 84.810 77.388 85.914 81.881
	Acc: 0.929 OSCR : 68.500 AUROC_max_val (%): 84.810 AUROC_real (%): 71.531

Epoch 78/600
157/157 - 3s - loss: 1.1968 - accuracy: 0.8735 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7509504556655884
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.250 83.478 76.450 84.346 80.696
	Acc: 0.934 OSCR : 72.045 AUROC_max_val (%): 83.478 AUROC_real (%): 74.741

Epoch 79/600
157/157 - 3s - loss: 1.1449 - accuracy: 0.8784 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7797384262084961
	accuracy: 0.9242500066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 84.648 77.612 85.252 82.479
	Acc: 0.924 OSCR : 73.320 AUROC_max_val (%): 84.648 AUROC_real (%): 76.442

Epoch 80/600
157/157 - 3s - loss: 1.1616 - accuracy: 0.8779 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.8132497072219849
	accuracy: 0.9232500195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.500 81.190 74.662 82.550 77.272
	Acc: 0.923 OSCR : 69.232 AUROC_max_val (%): 81.190 AUROC_real (%): 71.923

Epoch 81/600
157/157 - 3s - loss: 1.1567 - accuracy: 0.8789 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.9637525677680969
	accuracy: 0.9167500138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.575 80.897 75.125 81.986 76.492
	Acc: 0.917 OSCR : 69.407 AUROC_max_val (%): 80.897 AUROC_real (%): 72.820

Epoch 82/600
157/157 - 3s - loss: 1.1284 - accuracy: 0.8808 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.7758400440216064
	accuracy: 0.9257500171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.975 87.686 80.375 89.298 84.969
	Acc: 0.926 OSCR : 78.010 AUROC_max_val (%): 87.686 AUROC_real (%): 81.630

Epoch 83/600
157/157 - 3s - loss: 1.1332 - accuracy: 0.8827 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9829499125480652
	accuracy: 0.9177500009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.025 80.737 73.688 81.574 78.319
	Acc: 0.918 OSCR : 67.655 AUROC_max_val (%): 80.737 AUROC_real (%): 71.167

Epoch 84/600
157/157 - 3s - loss: 1.0935 - accuracy: 0.8839 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8070160150527954
	accuracy: 0.9262499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.075 84.251 77.137 85.199 81.521
	Acc: 0.926 OSCR : 71.359 AUROC_max_val (%): 84.251 AUROC_real (%): 74.479

Epoch 85/600
157/157 - 3s - loss: 1.1142 - accuracy: 0.8830 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7606890797615051
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.150 81.551 75.037 82.251 78.295
	Acc: 0.927 OSCR : 73.512 AUROC_max_val (%): 81.551 AUROC_real (%): 76.510

Epoch 86/600
157/157 - 3s - loss: 1.0993 - accuracy: 0.8830 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6940468549728394
	accuracy: 0.934499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 85.885 79.137 87.227 82.437
	Acc: 0.934 OSCR : 76.919 AUROC_max_val (%): 85.885 AUROC_real (%): 79.810

Epoch 87/600
157/157 - 3s - loss: 1.1159 - accuracy: 0.8819 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8545080423355103
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 84.449 77.875 85.659 81.280
	Acc: 0.931 OSCR : 72.763 AUROC_max_val (%): 84.449 AUROC_real (%): 75.894

Epoch 88/600
157/157 - 3s - loss: 1.0978 - accuracy: 0.8836 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9954143762588501
	accuracy: 0.921750009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.950 79.144 72.938 79.493 76.359
	Acc: 0.922 OSCR : 66.986 AUROC_max_val (%): 79.144 AUROC_real (%): 70.065

Epoch 89/600
157/157 - 3s - loss: 1.0968 - accuracy: 0.8847 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9710777997970581
	accuracy: 0.9122499823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.175 74.236 69.062 72.967 70.962
	Acc: 0.912 OSCR : 70.032 AUROC_max_val (%): 74.236 AUROC_real (%): 73.213

Epoch 90/600
157/157 - 3s - loss: 1.1092 - accuracy: 0.8824 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7519141435623169
	accuracy: 0.9282500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.600 85.179 78.463 86.639 81.805
	Acc: 0.928 OSCR : 75.572 AUROC_max_val (%): 85.179 AUROC_real (%): 78.666

Epoch 91/600
157/157 - 3s - loss: 1.0801 - accuracy: 0.8863 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.8352248668670654
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 85.473 78.725 87.284 81.741
	Acc: 0.927 OSCR : 72.211 AUROC_max_val (%): 85.473 AUROC_real (%): 75.429

Epoch 92/600
157/157 - 3s - loss: 1.0714 - accuracy: 0.8884 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7983766794204712
	accuracy: 0.9262499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.950 78.528 72.675 77.675 75.852
	Acc: 0.926 OSCR : 71.923 AUROC_max_val (%): 78.528 AUROC_real (%): 74.743

Epoch 93/600
157/157 - 3s - loss: 1.0422 - accuracy: 0.8917 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0531834363937378
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.825 77.663 72.137 75.403 75.939
	Acc: 0.919 OSCR : 65.465 AUROC_max_val (%): 77.663 AUROC_real (%): 68.711

Epoch 94/600
157/157 - 3s - loss: 1.0634 - accuracy: 0.8895 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.6702199578285217
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.025 85.164 78.250 85.922 82.621
	Acc: 0.934 OSCR : 76.058 AUROC_max_val (%): 85.164 AUROC_real (%): 78.753

Epoch 95/600
157/157 - 3s - loss: 1.0553 - accuracy: 0.8891 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7019864320755005
	accuracy: 0.9302499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 81.614 74.888 82.267 78.908
	Acc: 0.930 OSCR : 75.167 AUROC_max_val (%): 81.614 AUROC_real (%): 77.694

Epoch 96/600
157/157 - 3s - loss: 1.0307 - accuracy: 0.8908 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7795534729957581
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.425 82.228 75.513 82.870 79.409
	Acc: 0.935 OSCR : 69.706 AUROC_max_val (%): 82.228 AUROC_real (%): 72.186

Epoch 97/600
157/157 - 3s - loss: 1.0248 - accuracy: 0.8917 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7094079256057739
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.975 85.146 78.325 86.660 81.883
	Acc: 0.935 OSCR : 73.838 AUROC_max_val (%): 85.146 AUROC_real (%): 76.477

Epoch 98/600
157/157 - 3s - loss: 1.0413 - accuracy: 0.8910 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8255817890167236
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.750 84.509 77.413 86.504 81.032
	Acc: 0.927 OSCR : 70.625 AUROC_max_val (%): 84.509 AUROC_real (%): 73.703

Epoch 99/600
157/157 - 3s - loss: 1.0132 - accuracy: 0.8931 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7332194447517395
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 84.644 77.800 85.632 81.648
	Acc: 0.937 OSCR : 73.477 AUROC_max_val (%): 84.644 AUROC_real (%): 76.238

Epoch 100/600
157/157 - 3s - loss: 1.0357 - accuracy: 0.8888 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.761581540107727
	accuracy: 0.9334999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.575 85.754 78.875 87.488 82.090
	Acc: 0.933 OSCR : 74.117 AUROC_max_val (%): 85.754 AUROC_real (%): 76.950

Epoch 101/600
157/157 - 3s - loss: 1.0111 - accuracy: 0.8935 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6893044710159302
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.775 83.191 76.438 84.126 80.323
	Acc: 0.934 OSCR : 72.283 AUROC_max_val (%): 83.191 AUROC_real (%): 74.725

Epoch 102/600
157/157 - 3s - loss: 1.0138 - accuracy: 0.8931 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7829636335372925
	accuracy: 0.9297500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.475 84.316 77.450 85.888 80.777
	Acc: 0.930 OSCR : 71.690 AUROC_max_val (%): 84.316 AUROC_real (%): 74.678

Epoch 103/600
157/157 - 3s - loss: 1.0102 - accuracy: 0.8936 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6501022577285767
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.425 84.439 77.325 86.165 80.868
	Acc: 0.936 OSCR : 72.148 AUROC_max_val (%): 84.439 AUROC_real (%): 74.495

Epoch 104/600
157/157 - 3s - loss: 1.0132 - accuracy: 0.8933 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.731052041053772
	accuracy: 0.9282500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.125 84.994 78.375 86.069 81.734
	Acc: 0.928 OSCR : 75.298 AUROC_max_val (%): 84.994 AUROC_real (%): 78.295

Epoch 105/600
157/157 - 3s - loss: 0.9998 - accuracy: 0.8938 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7385225296020508
	accuracy: 0.9337499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 86.312 79.588 87.819 83.448
	Acc: 0.934 OSCR : 72.176 AUROC_max_val (%): 86.312 AUROC_real (%): 74.870

Epoch 106/600
157/157 - 3s - loss: 0.9673 - accuracy: 0.8996 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6679965257644653
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.975 83.720 77.162 83.812 81.118
	Acc: 0.937 OSCR : 74.513 AUROC_max_val (%): 83.720 AUROC_real (%): 77.040

Epoch 107/600
157/157 - 3s - loss: 0.9711 - accuracy: 0.8964 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8264792561531067
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.075 83.272 77.213 84.089 79.480
	Acc: 0.934 OSCR : 68.031 AUROC_max_val (%): 83.272 AUROC_real (%): 70.580

Epoch 108/600
157/157 - 3s - loss: 0.9665 - accuracy: 0.8960 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8026564717292786
	accuracy: 0.9262499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.650 82.287 75.963 82.070 79.593
	Acc: 0.926 OSCR : 73.758 AUROC_max_val (%): 82.287 AUROC_real (%): 76.842

Epoch 109/600
157/157 - 3s - loss: 0.9717 - accuracy: 0.8963 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7068365812301636
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.875 79.711 73.237 79.963 77.125
	Acc: 0.934 OSCR : 71.215 AUROC_max_val (%): 79.711 AUROC_real (%): 73.708

Epoch 110/600
157/157 - 3s - loss: 0.9638 - accuracy: 0.8978 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6839474439620972
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.275 84.798 77.800 86.456 81.418
	Acc: 0.936 OSCR : 75.620 AUROC_max_val (%): 84.798 AUROC_real (%): 78.333

Epoch 111/600
157/157 - 3s - loss: 0.9435 - accuracy: 0.9000 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7210487723350525
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.175 83.502 76.500 84.869 80.529
	Acc: 0.935 OSCR : 68.939 AUROC_max_val (%): 83.502 AUROC_real (%): 71.306

Epoch 112/600
157/157 - 3s - loss: 0.9469 - accuracy: 0.9024 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6950162649154663
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.325 79.482 73.675 78.646 76.753
	Acc: 0.936 OSCR : 71.004 AUROC_max_val (%): 79.482 AUROC_real (%): 73.369

Epoch 113/600
157/157 - 3s - loss: 0.9332 - accuracy: 0.9016 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6045818328857422
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 83.973 77.450 84.230 81.790
	Acc: 0.942 OSCR : 76.752 AUROC_max_val (%): 83.973 AUROC_real (%): 79.112

Epoch 114/600
157/157 - 3s - loss: 0.9427 - accuracy: 0.9002 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6513141989707947
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 84.049 77.488 85.073 81.025
	Acc: 0.938 OSCR : 75.271 AUROC_max_val (%): 84.049 AUROC_real (%): 77.725

Epoch 115/600
157/157 - 3s - loss: 0.9401 - accuracy: 0.9014 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6890605688095093
	accuracy: 0.9384999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.775 80.912 74.625 80.293 78.923
	Acc: 0.939 OSCR : 72.467 AUROC_max_val (%): 80.912 AUROC_real (%): 74.849

Epoch 116/600
157/157 - 3s - loss: 0.9305 - accuracy: 0.9011 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.606718897819519
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 83.753 76.800 84.163 81.402
	Acc: 0.938 OSCR : 75.266 AUROC_max_val (%): 83.753 AUROC_real (%): 77.624

Epoch 117/600
157/157 - 3s - loss: 0.9202 - accuracy: 0.9028 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6968778967857361
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.800 76.494 71.025 76.293 72.604
	Acc: 0.936 OSCR : 69.983 AUROC_max_val (%): 76.494 AUROC_real (%): 72.165

Epoch 118/600
157/157 - 3s - loss: 0.9289 - accuracy: 0.9006 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5645496249198914
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 85.235 78.325 86.545 82.398
	Acc: 0.944 OSCR : 75.599 AUROC_max_val (%): 85.235 AUROC_real (%): 77.742

Epoch 119/600
157/157 - 3s - loss: 0.9222 - accuracy: 0.9043 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6960101127624512
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.725 86.093 79.075 87.328 83.293
	Acc: 0.942 OSCR : 71.188 AUROC_max_val (%): 86.093 AUROC_real (%): 73.534

Epoch 120/600
157/157 - 3s - loss: 0.9194 - accuracy: 0.9022 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6604369282722473
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.350 81.273 74.900 81.432 78.631
	Acc: 0.941 OSCR : 72.356 AUROC_max_val (%): 81.273 AUROC_real (%): 74.714

Epoch 121/600
157/157 - 3s - loss: 0.9085 - accuracy: 0.9032 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.7041956186294556
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.350 82.587 76.650 82.518 80.105
	Acc: 0.937 OSCR : 72.429 AUROC_max_val (%): 82.587 AUROC_real (%): 74.862

Epoch 122/600
157/157 - 3s - loss: 0.9015 - accuracy: 0.9053 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6000902652740479
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.475 83.364 77.000 83.448 80.869
	Acc: 0.948 OSCR : 73.440 AUROC_max_val (%): 83.364 AUROC_real (%): 75.438

Epoch 123/600
157/157 - 3s - loss: 0.8967 - accuracy: 0.9052 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6491881012916565
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.150 83.322 76.587 82.650 81.285
	Acc: 0.943 OSCR : 74.365 AUROC_max_val (%): 83.322 AUROC_real (%): 76.722

Epoch 124/600
157/157 - 3s - loss: 0.8754 - accuracy: 0.9075 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7000119090080261
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.375 85.788 78.875 87.407 82.905
	Acc: 0.937 OSCR : 74.000 AUROC_max_val (%): 85.788 AUROC_real (%): 76.684

Epoch 125/600
157/157 - 3s - loss: 0.8696 - accuracy: 0.9065 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6582918167114258
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.150 84.947 78.263 84.302 82.604
	Acc: 0.941 OSCR : 75.071 AUROC_max_val (%): 84.947 AUROC_real (%): 77.411

Epoch 126/600
157/157 - 3s - loss: 0.8935 - accuracy: 0.9053 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6581367254257202
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.575 83.445 76.763 82.759 81.648
	Acc: 0.940 OSCR : 72.882 AUROC_max_val (%): 83.445 AUROC_real (%): 75.190

Epoch 127/600
157/157 - 3s - loss: 0.8676 - accuracy: 0.9075 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.670091986656189
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.400 80.983 74.863 81.084 77.975
	Acc: 0.938 OSCR : 72.519 AUROC_max_val (%): 80.983 AUROC_real (%): 74.879

Epoch 128/600
157/157 - 3s - loss: 0.8738 - accuracy: 0.9068 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5713135004043579
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.000 85.946 78.737 86.139 84.004
	Acc: 0.945 OSCR : 74.999 AUROC_max_val (%): 85.946 AUROC_real (%): 77.185

Epoch 129/600
157/157 - 3s - loss: 0.8602 - accuracy: 0.9098 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7155518531799316
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.550 85.685 78.588 86.387 83.181
	Acc: 0.935 OSCR : 71.786 AUROC_max_val (%): 85.685 AUROC_real (%): 74.371

Epoch 130/600
157/157 - 3s - loss: 0.8528 - accuracy: 0.9097 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7550492286682129
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 85.270 78.913 85.173 82.839
	Acc: 0.935 OSCR : 70.847 AUROC_max_val (%): 85.270 AUROC_real (%): 73.310

Epoch 131/600
157/157 - 3s - loss: 0.8738 - accuracy: 0.9070 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6438325047492981
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.450 85.555 78.987 86.336 82.722
	Acc: 0.943 OSCR : 73.821 AUROC_max_val (%): 85.555 AUROC_real (%): 76.173

Epoch 132/600
157/157 - 3s - loss: 0.8457 - accuracy: 0.9105 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6341683864593506
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.150 85.732 78.725 87.292 82.514
	Acc: 0.941 OSCR : 73.872 AUROC_max_val (%): 85.732 AUROC_real (%): 76.213

Epoch 133/600
157/157 - 3s - loss: 0.8418 - accuracy: 0.9119 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6453968286514282
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 85.214 78.425 85.769 83.044
	Acc: 0.943 OSCR : 73.642 AUROC_max_val (%): 85.214 AUROC_real (%): 76.002

Epoch 134/600
157/157 - 3s - loss: 0.8566 - accuracy: 0.9089 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.6199465394020081
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 87.517 80.462 88.758 85.102
	Acc: 0.941 OSCR : 76.647 AUROC_max_val (%): 87.517 AUROC_real (%): 79.128

Epoch 135/600
157/157 - 3s - loss: 0.8375 - accuracy: 0.9112 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6128116846084595
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.925 86.419 79.175 87.681 83.684
	Acc: 0.943 OSCR : 75.122 AUROC_max_val (%): 86.419 AUROC_real (%): 77.426

Epoch 136/600
157/157 - 3s - loss: 0.8473 - accuracy: 0.9079 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.5998631119728088
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.375 86.709 80.175 88.150 83.741
	Acc: 0.946 OSCR : 75.324 AUROC_max_val (%): 86.709 AUROC_real (%): 77.595

Epoch 137/600
157/157 - 3s - loss: 0.8335 - accuracy: 0.9114 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5454148054122925
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.975 85.593 78.787 86.409 83.164
	Acc: 0.950 OSCR : 75.361 AUROC_max_val (%): 85.593 AUROC_real (%): 77.219

Epoch 138/600
157/157 - 3s - loss: 0.8383 - accuracy: 0.9113 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.6730186939239502
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 82.385 76.262 81.750 80.180
	Acc: 0.944 OSCR : 73.446 AUROC_max_val (%): 82.385 AUROC_real (%): 75.757

Epoch 139/600
157/157 - 3s - loss: 0.8243 - accuracy: 0.9133 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.673572838306427
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 87.409 80.450 88.682 85.025
	Acc: 0.940 OSCR : 74.335 AUROC_max_val (%): 87.409 AUROC_real (%): 76.955

Epoch 140/600
157/157 - 3s - loss: 0.8187 - accuracy: 0.9139 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6220367550849915
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.925 84.903 78.500 85.061 82.563
	Acc: 0.943 OSCR : 71.020 AUROC_max_val (%): 84.903 AUROC_real (%): 73.037

Epoch 141/600
157/157 - 3s - loss: 0.7966 - accuracy: 0.9150 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.591593325138092
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.150 83.817 76.913 83.519 81.669
	Acc: 0.949 OSCR : 71.630 AUROC_max_val (%): 83.817 AUROC_real (%): 73.576

Epoch 142/600
157/157 - 3s - loss: 0.8226 - accuracy: 0.9130 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5899919867515564
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.000 84.318 77.362 84.499 82.230
	Acc: 0.949 OSCR : 71.648 AUROC_max_val (%): 84.318 AUROC_real (%): 73.605

Epoch 143/600
157/157 - 3s - loss: 0.7877 - accuracy: 0.9168 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6294985413551331
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.075 87.808 81.200 89.084 85.153
	Acc: 0.944 OSCR : 75.078 AUROC_max_val (%): 87.808 AUROC_real (%): 77.368

Epoch 144/600
157/157 - 3s - loss: 0.7915 - accuracy: 0.9167 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5710784792900085
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 86.562 79.862 86.746 84.295
	Acc: 0.949 OSCR : 74.538 AUROC_max_val (%): 86.562 AUROC_real (%): 76.546

Epoch 145/600
157/157 - 3s - loss: 0.8138 - accuracy: 0.9125 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5701320171356201
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 85.731 79.200 86.231 83.594
	Acc: 0.944 OSCR : 76.675 AUROC_max_val (%): 85.731 AUROC_real (%): 78.859

Epoch 146/600
157/157 - 3s - loss: 0.8081 - accuracy: 0.9125 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5385466814041138
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.475 85.950 79.212 86.204 83.908
	Acc: 0.949 OSCR : 75.886 AUROC_max_val (%): 85.950 AUROC_real (%): 77.896

Epoch 147/600
157/157 - 3s - loss: 0.7949 - accuracy: 0.9144 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5213239789009094
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.875 86.214 79.375 86.629 83.613
	Acc: 0.947 OSCR : 77.098 AUROC_max_val (%): 86.214 AUROC_real (%): 79.061

Epoch 148/600
157/157 - 3s - loss: 0.7839 - accuracy: 0.9172 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.5308210253715515
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 84.911 78.362 84.422 82.862
	Acc: 0.950 OSCR : 76.786 AUROC_max_val (%): 84.911 AUROC_real (%): 78.793

Epoch 149/600
157/157 - 3s - loss: 0.7629 - accuracy: 0.9183 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5799843668937683
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.550 84.213 78.175 83.425 82.092
	Acc: 0.946 OSCR : 75.307 AUROC_max_val (%): 84.213 AUROC_real (%): 77.403

Epoch 150/600
157/157 - 3s - loss: 0.7748 - accuracy: 0.9190 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.580955982208252
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 84.439 77.800 84.879 81.660
	Acc: 0.948 OSCR : 72.284 AUROC_max_val (%): 84.439 AUROC_real (%): 74.229

Epoch 151/600
157/157 - 3s - loss: 0.7734 - accuracy: 0.9172 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5314614176750183
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.450 85.417 79.050 85.804 83.106
	Acc: 0.950 OSCR : 77.036 AUROC_max_val (%): 85.417 AUROC_real (%): 79.004

Epoch 152/600
157/157 - 3s - loss: 0.7587 - accuracy: 0.9183 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49995100498199463
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.325 84.458 77.913 84.291 82.283
	Acc: 0.953 OSCR : 76.709 AUROC_max_val (%): 84.458 AUROC_real (%): 78.547

Epoch 153/600
157/157 - 3s - loss: 0.7692 - accuracy: 0.9182 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5541350245475769
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 86.435 79.688 87.290 83.804
	Acc: 0.945 OSCR : 76.392 AUROC_max_val (%): 86.435 AUROC_real (%): 78.549

Epoch 154/600
157/157 - 3s - loss: 0.7532 - accuracy: 0.9205 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5319038033485413
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.975 84.780 78.500 85.139 82.427
	Acc: 0.947 OSCR : 75.587 AUROC_max_val (%): 84.780 AUROC_real (%): 77.554

Epoch 155/600
157/157 - 3s - loss: 0.7456 - accuracy: 0.9197 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5374445915222168
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.175 87.202 80.275 88.118 84.866
	Acc: 0.951 OSCR : 76.081 AUROC_max_val (%): 87.202 AUROC_real (%): 78.070

Epoch 156/600
157/157 - 3s - loss: 0.7430 - accuracy: 0.9207 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5509485602378845
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.650 85.414 78.787 85.233 83.345
	Acc: 0.953 OSCR : 73.801 AUROC_max_val (%): 85.414 AUROC_real (%): 75.617

Epoch 157/600
157/157 - 3s - loss: 0.7617 - accuracy: 0.9193 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5033478736877441
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.925 85.007 78.213 85.006 82.892
	Acc: 0.952 OSCR : 76.425 AUROC_max_val (%): 85.007 AUROC_real (%): 78.260

Epoch 158/600
157/157 - 3s - loss: 0.7834 - accuracy: 0.9164 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5193964838981628
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.975 86.906 80.450 87.718 84.360
	Acc: 0.950 OSCR : 77.085 AUROC_max_val (%): 86.906 AUROC_real (%): 79.067

Epoch 159/600
157/157 - 3s - loss: 0.7434 - accuracy: 0.9226 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5174495577812195
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 87.115 80.400 88.135 84.403
	Acc: 0.950 OSCR : 78.384 AUROC_max_val (%): 87.115 AUROC_real (%): 80.406

Epoch 160/600
157/157 - 3s - loss: 0.7488 - accuracy: 0.9198 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5035051703453064
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.050 85.199 78.675 85.524 82.865
	Acc: 0.951 OSCR : 74.727 AUROC_max_val (%): 85.199 AUROC_real (%): 76.555

Epoch 161/600
157/157 - 3s - loss: 0.7194 - accuracy: 0.9247 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5511488318443298
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 82.969 76.538 81.911 80.811
	Acc: 0.946 OSCR : 73.677 AUROC_max_val (%): 82.969 AUROC_real (%): 75.642

Epoch 162/600
157/157 - 3s - loss: 0.7329 - accuracy: 0.9227 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5025272965431213
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.875 86.078 79.650 86.340 83.687
	Acc: 0.952 OSCR : 77.809 AUROC_max_val (%): 86.078 AUROC_real (%): 79.701

Epoch 163/600
157/157 - 3s - loss: 0.7415 - accuracy: 0.9214 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5444761514663696
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.925 84.512 78.088 84.674 81.789
	Acc: 0.947 OSCR : 75.610 AUROC_max_val (%): 84.512 AUROC_real (%): 77.578

Epoch 164/600
157/157 - 3s - loss: 0.7444 - accuracy: 0.9200 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5315303802490234
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.625 84.804 78.388 84.780 82.089
	Acc: 0.949 OSCR : 76.081 AUROC_max_val (%): 84.804 AUROC_real (%): 78.000

Epoch 165/600
157/157 - 3s - loss: 0.7362 - accuracy: 0.9207 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5219360589981079
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.550 87.151 80.600 88.119 84.268
	Acc: 0.948 OSCR : 77.253 AUROC_max_val (%): 87.151 AUROC_real (%): 79.247

Epoch 166/600
157/157 - 3s - loss: 0.7149 - accuracy: 0.9255 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.526222825050354
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.025 85.852 79.125 86.496 83.148
	Acc: 0.950 OSCR : 75.711 AUROC_max_val (%): 85.852 AUROC_real (%): 77.647

Epoch 167/600
157/157 - 3s - loss: 0.7256 - accuracy: 0.9224 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5379515886306763
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.650 86.343 79.700 86.815 83.905
	Acc: 0.951 OSCR : 75.266 AUROC_max_val (%): 86.343 AUROC_real (%): 77.227

Epoch 168/600
157/157 - 3s - loss: 0.7161 - accuracy: 0.9245 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5243442058563232
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.150 86.631 80.125 87.229 83.938
	Acc: 0.952 OSCR : 75.271 AUROC_max_val (%): 86.631 AUROC_real (%): 77.123

Epoch 169/600
157/157 - 3s - loss: 0.7246 - accuracy: 0.9214 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.505647599697113
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.225 86.900 80.362 87.625 84.310
	Acc: 0.952 OSCR : 76.172 AUROC_max_val (%): 86.900 AUROC_real (%): 78.002

Epoch 170/600
157/157 - 3s - loss: 0.7129 - accuracy: 0.9232 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5529529452323914
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.215 78.812 85.325 82.857
	Acc: 0.952 OSCR : 72.877 AUROC_max_val (%): 85.215 AUROC_real (%): 74.694

Epoch 171/600
157/157 - 3s - loss: 0.7375 - accuracy: 0.9205 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5542166829109192
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 85.521 79.100 85.993 82.787
	Acc: 0.952 OSCR : 73.470 AUROC_max_val (%): 85.521 AUROC_real (%): 75.329

Epoch 172/600
157/157 - 3s - loss: 0.6928 - accuracy: 0.9272 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5602083206176758
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.050 85.662 79.375 86.299 82.975
	Acc: 0.951 OSCR : 73.722 AUROC_max_val (%): 85.662 AUROC_real (%): 75.563

Epoch 173/600
157/157 - 3s - loss: 0.6876 - accuracy: 0.9258 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.508744478225708
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.725 86.791 80.275 87.650 84.280
	Acc: 0.953 OSCR : 75.785 AUROC_max_val (%): 86.791 AUROC_real (%): 77.609

Epoch 174/600
157/157 - 3s - loss: 0.7196 - accuracy: 0.9220 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5219374299049377
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.675 86.116 79.850 86.695 83.523
	Acc: 0.953 OSCR : 75.030 AUROC_max_val (%): 86.116 AUROC_real (%): 76.846

Epoch 175/600
157/157 - 3s - loss: 0.7182 - accuracy: 0.9233 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4834994375705719
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.075 86.395 80.000 87.103 83.783
	Acc: 0.952 OSCR : 76.952 AUROC_max_val (%): 86.395 AUROC_real (%): 78.719

Epoch 176/600
157/157 - 3s - loss: 0.7010 - accuracy: 0.9276 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.510895848274231
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.032 78.925 85.298 82.526
	Acc: 0.950 OSCR : 74.699 AUROC_max_val (%): 85.032 AUROC_real (%): 76.482

Epoch 177/600
157/157 - 3s - loss: 0.6935 - accuracy: 0.9266 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5072374939918518
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 86.474 79.975 87.319 83.914
	Acc: 0.953 OSCR : 76.193 AUROC_max_val (%): 86.474 AUROC_real (%): 78.023

Epoch 178/600
157/157 - 3s - loss: 0.7007 - accuracy: 0.9247 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5190501809120178
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.225 84.664 78.162 84.916 82.176
	Acc: 0.950 OSCR : 74.675 AUROC_max_val (%): 84.664 AUROC_real (%): 76.460

Epoch 179/600
157/157 - 3s - loss: 0.6894 - accuracy: 0.9266 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4943072199821472
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.775 86.127 79.688 86.574 83.675
	Acc: 0.954 OSCR : 76.047 AUROC_max_val (%): 86.127 AUROC_real (%): 77.810

Epoch 180/600
157/157 - 3s - loss: 0.7089 - accuracy: 0.9258 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5131771564483643
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.150 86.760 80.362 87.534 84.402
	Acc: 0.952 OSCR : 75.725 AUROC_max_val (%): 86.760 AUROC_real (%): 77.618

Epoch 181/600
157/157 - 3s - loss: 0.6841 - accuracy: 0.9273 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5056416392326355
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.275 86.237 79.938 86.881 83.731
	Acc: 0.952 OSCR : 75.034 AUROC_max_val (%): 86.237 AUROC_real (%): 76.790

Epoch 182/600
157/157 - 3s - loss: 0.6770 - accuracy: 0.9295 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5078971982002258
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.125 86.762 80.288 87.446 84.165
	Acc: 0.953 OSCR : 75.643 AUROC_max_val (%): 86.762 AUROC_real (%): 77.454

Epoch 183/600
157/157 - 3s - loss: 0.7148 - accuracy: 0.9247 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5091820955276489
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.575 84.924 78.200 85.072 82.715
	Acc: 0.951 OSCR : 74.087 AUROC_max_val (%): 84.924 AUROC_real (%): 75.840

Epoch 184/600
157/157 - 3s - loss: 0.7015 - accuracy: 0.9260 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5058340430259705
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.375 85.491 78.850 85.807 83.154
	Acc: 0.951 OSCR : 74.731 AUROC_max_val (%): 85.491 AUROC_real (%): 76.495

Epoch 185/600
157/157 - 3s - loss: 0.6862 - accuracy: 0.9267 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4953203797340393
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.325 85.585 79.038 85.915 83.210
	Acc: 0.951 OSCR : 75.341 AUROC_max_val (%): 85.585 AUROC_real (%): 77.105

Epoch 186/600
157/157 - 3s - loss: 0.6736 - accuracy: 0.9291 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4960670471191406
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.975 86.430 79.738 86.987 83.955
	Acc: 0.953 OSCR : 75.723 AUROC_max_val (%): 86.430 AUROC_real (%): 77.481

Epoch 187/600
157/157 - 3s - loss: 0.6919 - accuracy: 0.9277 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4988119602203369
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 85.809 79.150 86.165 83.448
	Acc: 0.953 OSCR : 75.274 AUROC_max_val (%): 85.809 AUROC_real (%): 77.014

Epoch 188/600
157/157 - 3s - loss: 0.6821 - accuracy: 0.9281 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49624109268188477
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.675 85.412 78.762 85.725 83.062
	Acc: 0.952 OSCR : 74.897 AUROC_max_val (%): 85.412 AUROC_real (%): 76.630

Epoch 189/600
157/157 - 3s - loss: 0.7008 - accuracy: 0.9267 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5035056471824646
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.525 85.176 78.513 85.382 82.919
	Acc: 0.952 OSCR : 74.741 AUROC_max_val (%): 85.176 AUROC_real (%): 76.499

Epoch 190/600
157/157 - 3s - loss: 0.6795 - accuracy: 0.9282 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5045911073684692
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.750 85.117 78.487 85.272 82.848
	Acc: 0.952 OSCR : 74.482 AUROC_max_val (%): 85.117 AUROC_real (%): 76.212

Epoch 191/600
157/157 - 3s - loss: 0.6720 - accuracy: 0.9283 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5017311573028564
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.125 85.135 78.513 85.315 82.788
	Acc: 0.953 OSCR : 74.741 AUROC_max_val (%): 85.135 AUROC_real (%): 76.466

Epoch 192/600
157/157 - 3s - loss: 0.6985 - accuracy: 0.9257 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49057459831237793
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.025 85.569 79.050 85.907 83.113
	Acc: 0.953 OSCR : 75.471 AUROC_max_val (%): 85.569 AUROC_real (%): 77.192

Epoch 193/600
157/157 - 3s - loss: 0.6734 - accuracy: 0.9288 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4882650077342987
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 85.456 78.787 85.718 83.057
	Acc: 0.953 OSCR : 75.388 AUROC_max_val (%): 85.456 AUROC_real (%): 77.092

Epoch 194/600
157/157 - 3s - loss: 0.6886 - accuracy: 0.9290 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48949146270751953
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.444 78.750 85.680 83.032
	Acc: 0.953 OSCR : 75.498 AUROC_max_val (%): 85.444 AUROC_real (%): 77.204

Epoch 195/600
157/157 - 3s - loss: 0.6883 - accuracy: 0.9272 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4914625883102417
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.225 85.488 78.875 85.732 83.117
	Acc: 0.953 OSCR : 75.475 AUROC_max_val (%): 85.488 AUROC_real (%): 77.188

Epoch 196/600
157/157 - 3s - loss: 0.6779 - accuracy: 0.9296 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4899275004863739
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.550 85.578 78.963 85.862 83.226
	Acc: 0.952 OSCR : 75.589 AUROC_max_val (%): 85.578 AUROC_real (%): 77.305

Epoch 197/600
157/157 - 3s - loss: 0.6965 - accuracy: 0.9261 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4873237907886505
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.925 85.604 79.062 85.895 83.231
	Acc: 0.952 OSCR : 75.740 AUROC_max_val (%): 85.604 AUROC_real (%): 77.455

Epoch 198/600
157/157 - 3s - loss: 0.6795 - accuracy: 0.9294 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48830240964889526
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.625 85.583 78.987 85.867 83.213
	Acc: 0.953 OSCR : 75.645 AUROC_max_val (%): 85.583 AUROC_real (%): 77.355

Epoch 199/600
157/157 - 3s - loss: 0.6688 - accuracy: 0.9301 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49030396342277527
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.350 85.441 78.838 85.693 83.079
	Acc: 0.952 OSCR : 75.456 AUROC_max_val (%): 85.441 AUROC_real (%): 77.171

Epoch 200/600
157/157 - 3s - loss: 0.6831 - accuracy: 0.9269 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4879888892173767
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.175 85.538 78.912 85.804 83.158
	Acc: 0.953 OSCR : 75.699 AUROC_max_val (%): 85.538 AUROC_real (%): 77.413

Epoch 201/600
157/157 - 3s - loss: 0.6895 - accuracy: 0.9273 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4945806562900543
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.675 85.431 78.838 85.683 83.071
	Acc: 0.952 OSCR : 75.179 AUROC_max_val (%): 85.431 AUROC_real (%): 76.894

Epoch 202/600
157/157 - 3s - loss: 1.1070 - accuracy: 0.8863 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2223570346832275
	accuracy: 0.9072499871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.375 78.952 72.887 78.611 75.935
	Acc: 0.907 OSCR : 60.486 AUROC_max_val (%): 78.952 AUROC_real (%): 64.244

Epoch 203/600
157/157 - 3s - loss: 1.1105 - accuracy: 0.8842 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9118887186050415
	accuracy: 0.9242500066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.475 83.114 76.412 83.735 80.165
	Acc: 0.924 OSCR : 70.333 AUROC_max_val (%): 83.114 AUROC_real (%): 73.847

Epoch 204/600
157/157 - 3s - loss: 1.1050 - accuracy: 0.8837 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8334555625915527
	accuracy: 0.9185000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.050 82.997 76.175 84.464 79.192
	Acc: 0.918 OSCR : 73.146 AUROC_max_val (%): 82.997 AUROC_real (%): 76.385

Epoch 205/600
157/157 - 3s - loss: 1.1068 - accuracy: 0.8833 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8949315547943115
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 84.888 77.938 86.087 81.925
	Acc: 0.929 OSCR : 68.940 AUROC_max_val (%): 84.888 AUROC_real (%): 72.109

Epoch 206/600
157/157 - 3s - loss: 1.0978 - accuracy: 0.8846 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.095999836921692
	accuracy: 0.9132500290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.125 81.322 74.862 81.142 78.951
	Acc: 0.913 OSCR : 67.160 AUROC_max_val (%): 81.322 AUROC_real (%): 71.047

Epoch 207/600
157/157 - 3s - loss: 1.1094 - accuracy: 0.8839 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7428022027015686
	accuracy: 0.9272500276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.625 83.375 76.237 84.093 80.960
	Acc: 0.927 OSCR : 76.339 AUROC_max_val (%): 83.375 AUROC_real (%): 79.663

Epoch 208/600
157/157 - 3s - loss: 1.0727 - accuracy: 0.8867 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7987846732139587
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 87.495 80.438 89.127 84.855
	Acc: 0.937 OSCR : 72.486 AUROC_max_val (%): 87.495 AUROC_real (%): 75.360

Epoch 209/600
157/157 - 3s - loss: 1.0610 - accuracy: 0.8885 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.2748427391052246
	accuracy: 0.8922500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.375 69.489 64.575 68.350 68.224
	Acc: 0.892 OSCR : 57.286 AUROC_max_val (%): 69.489 AUROC_real (%): 60.908

Epoch 210/600
157/157 - 3s - loss: 1.0789 - accuracy: 0.8863 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8190831542015076
	accuracy: 0.9302499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 80.940 73.875 81.349 78.037
	Acc: 0.930 OSCR : 70.509 AUROC_max_val (%): 80.940 AUROC_real (%): 73.252

Epoch 211/600
157/157 - 3s - loss: 1.0517 - accuracy: 0.8889 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8387508392333984
	accuracy: 0.9164999723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.975 84.533 77.825 86.356 80.624
	Acc: 0.916 OSCR : 76.393 AUROC_max_val (%): 84.533 AUROC_real (%): 80.104

Epoch 212/600
157/157 - 3s - loss: 1.0814 - accuracy: 0.8881 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8405253291130066
	accuracy: 0.9257500171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.825 87.107 79.925 89.064 84.159
	Acc: 0.926 OSCR : 75.322 AUROC_max_val (%): 87.107 AUROC_real (%): 78.913

Epoch 213/600
157/157 - 3s - loss: 1.0694 - accuracy: 0.8883 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9360599517822266
	accuracy: 0.921500027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 86.813 79.538 88.467 84.166
	Acc: 0.921 OSCR : 69.703 AUROC_max_val (%): 86.813 AUROC_real (%): 73.254

Epoch 214/600
157/157 - 3s - loss: 1.0575 - accuracy: 0.8880 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8243600130081177
	accuracy: 0.9252499938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 81.889 75.088 82.056 79.225
	Acc: 0.925 OSCR : 70.848 AUROC_max_val (%): 81.889 AUROC_real (%): 73.804

Epoch 215/600
157/157 - 3s - loss: 1.0308 - accuracy: 0.8927 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0636122226715088
	accuracy: 0.9242500066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.300 79.766 73.737 81.215 74.970
	Acc: 0.924 OSCR : 65.252 AUROC_max_val (%): 79.766 AUROC_real (%): 68.234

Epoch 216/600
157/157 - 3s - loss: 1.0681 - accuracy: 0.8871 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9864474534988403
	accuracy: 0.9100000262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.050 82.049 75.550 84.597 77.488
	Acc: 0.910 OSCR : 70.922 AUROC_max_val (%): 82.049 AUROC_real (%): 74.495

Epoch 217/600
157/157 - 3s - loss: 1.0534 - accuracy: 0.8906 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6399500370025635
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.150 84.583 77.737 85.131 81.993
	Acc: 0.940 OSCR : 74.983 AUROC_max_val (%): 84.583 AUROC_real (%): 77.325

Epoch 218/600
157/157 - 3s - loss: 1.0185 - accuracy: 0.8942 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7956755757331848
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.150 81.877 75.200 82.136 79.561
	Acc: 0.929 OSCR : 71.119 AUROC_max_val (%): 81.877 AUROC_real (%): 73.984

Epoch 219/600
157/157 - 3s - loss: 1.0169 - accuracy: 0.8935 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8245291113853455
	accuracy: 0.9252499938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.075 80.280 73.675 79.830 77.505
	Acc: 0.925 OSCR : 68.722 AUROC_max_val (%): 80.280 AUROC_real (%): 71.637

Epoch 220/600
157/157 - 3s - loss: 1.0313 - accuracy: 0.8914 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9473513960838318
	accuracy: 0.9242500066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.650 74.832 69.450 72.768 72.482
	Acc: 0.924 OSCR : 65.160 AUROC_max_val (%): 74.832 AUROC_real (%): 67.995

Epoch 221/600
157/157 - 3s - loss: 1.0256 - accuracy: 0.8935 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8150232434272766
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 83.462 76.525 83.062 81.872
	Acc: 0.935 OSCR : 68.691 AUROC_max_val (%): 83.462 AUROC_real (%): 71.305

Epoch 222/600
157/157 - 3s - loss: 1.0297 - accuracy: 0.8912 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8109092116355896
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.525 84.533 77.950 83.655 82.586
	Acc: 0.933 OSCR : 71.015 AUROC_max_val (%): 84.533 AUROC_real (%): 73.694

Epoch 223/600
157/157 - 3s - loss: 1.0275 - accuracy: 0.8910 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9002724289894104
	accuracy: 0.9317499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.275 80.769 75.025 80.230 77.583
	Acc: 0.932 OSCR : 66.744 AUROC_max_val (%): 80.769 AUROC_real (%): 69.398

Epoch 224/600
157/157 - 3s - loss: 0.9866 - accuracy: 0.8956 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8792471885681152
	accuracy: 0.9265000224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.950 82.463 75.750 83.077 79.668
	Acc: 0.926 OSCR : 68.299 AUROC_max_val (%): 82.463 AUROC_real (%): 71.331

Epoch 225/600
157/157 - 3s - loss: 0.9736 - accuracy: 0.8982 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9849675297737122
	accuracy: 0.9164999723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.650 86.022 78.838 87.792 83.081
	Acc: 0.916 OSCR : 71.261 AUROC_max_val (%): 86.022 AUROC_real (%): 75.224

Epoch 226/600
157/157 - 3s - loss: 0.9783 - accuracy: 0.8957 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6638586521148682
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.525 84.788 78.263 85.692 81.658
	Acc: 0.938 OSCR : 75.360 AUROC_max_val (%): 84.788 AUROC_real (%): 77.845

Epoch 227/600
157/157 - 3s - loss: 0.9770 - accuracy: 0.8974 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8491493463516235
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.025 88.463 80.838 90.052 86.396
	Acc: 0.936 OSCR : 71.014 AUROC_max_val (%): 88.463 AUROC_real (%): 73.960

Epoch 228/600
157/157 - 3s - loss: 0.9606 - accuracy: 0.8977 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6199333071708679
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.925 85.898 78.912 86.832 83.675
	Acc: 0.939 OSCR : 75.221 AUROC_max_val (%): 85.898 AUROC_real (%): 77.728

Epoch 229/600
157/157 - 3s - loss: 1.0048 - accuracy: 0.8930 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7440700531005859
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.175 82.700 75.938 83.416 80.036
	Acc: 0.937 OSCR : 70.392 AUROC_max_val (%): 82.700 AUROC_real (%): 72.920

Epoch 230/600
157/157 - 3s - loss: 0.9775 - accuracy: 0.8979 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7413716912269592
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 85.573 78.850 85.669 83.616
	Acc: 0.942 OSCR : 70.919 AUROC_max_val (%): 85.573 AUROC_real (%): 73.322

Epoch 231/600
157/157 - 3s - loss: 0.9579 - accuracy: 0.8995 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.803536057472229
	accuracy: 0.9275000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 84.269 77.138 85.247 81.844
	Acc: 0.927 OSCR : 70.483 AUROC_max_val (%): 84.269 AUROC_real (%): 73.499

Epoch 232/600
157/157 - 3s - loss: 0.9675 - accuracy: 0.8971 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8281251192092896
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 82.708 76.100 83.961 79.087
	Acc: 0.935 OSCR : 67.733 AUROC_max_val (%): 82.708 AUROC_real (%): 70.195

Epoch 233/600
157/157 - 3s - loss: 0.9695 - accuracy: 0.8986 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9511815309524536
	accuracy: 0.9225000143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.525 84.476 77.338 86.473 80.695
	Acc: 0.922 OSCR : 71.372 AUROC_max_val (%): 84.476 AUROC_real (%): 74.893

Epoch 234/600
157/157 - 3s - loss: 0.9624 - accuracy: 0.8997 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6726905107498169
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.075 83.455 76.375 84.512 80.184
	Acc: 0.938 OSCR : 75.206 AUROC_max_val (%): 83.455 AUROC_real (%): 77.805

Epoch 235/600
157/157 - 3s - loss: 0.9435 - accuracy: 0.8989 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6477789878845215
	accuracy: 0.940750002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 84.021 76.950 84.525 81.372
	Acc: 0.941 OSCR : 73.284 AUROC_max_val (%): 84.021 AUROC_real (%): 75.645

Epoch 236/600
157/157 - 3s - loss: 0.9605 - accuracy: 0.8992 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8435032963752747
	accuracy: 0.9292500019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.125 78.073 72.500 77.057 75.267
	Acc: 0.929 OSCR : 66.397 AUROC_max_val (%): 78.073 AUROC_real (%): 68.929

Epoch 237/600
157/157 - 3s - loss: 0.9750 - accuracy: 0.8971 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8756535053253174
	accuracy: 0.9282500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 86.854 79.925 88.793 83.585
	Acc: 0.928 OSCR : 70.934 AUROC_max_val (%): 86.854 AUROC_real (%): 74.266

Epoch 238/600
157/157 - 3s - loss: 0.9529 - accuracy: 0.9001 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6699729561805725
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.025 86.015 79.013 87.834 82.597
	Acc: 0.939 OSCR : 73.826 AUROC_max_val (%): 86.015 AUROC_real (%): 76.370

Epoch 239/600
157/157 - 3s - loss: 0.9501 - accuracy: 0.8988 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7356807589530945
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.475 84.327 77.475 86.090 81.081
	Acc: 0.936 OSCR : 69.098 AUROC_max_val (%): 84.327 AUROC_real (%): 71.473

Epoch 240/600
157/157 - 3s - loss: 0.9701 - accuracy: 0.8988 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.740967333316803
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.900 80.880 74.162 81.060 78.213
	Acc: 0.940 OSCR : 69.031 AUROC_max_val (%): 80.880 AUROC_real (%): 71.462

Epoch 241/600
157/157 - 3s - loss: 0.9462 - accuracy: 0.9019 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.740626335144043
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.975 88.362 80.875 89.770 85.950
	Acc: 0.945 OSCR : 69.784 AUROC_max_val (%): 88.362 AUROC_real (%): 72.270

Epoch 242/600
157/157 - 3s - loss: 0.9249 - accuracy: 0.9032 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1376456022262573
	accuracy: 0.909500002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.475 80.285 74.362 82.686 75.561
	Acc: 0.909 OSCR : 66.567 AUROC_max_val (%): 80.285 AUROC_real (%): 70.736

Epoch 243/600
157/157 - 3s - loss: 0.9285 - accuracy: 0.9014 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7279345989227295
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.875 81.784 75.250 81.507 79.077
	Acc: 0.931 OSCR : 72.907 AUROC_max_val (%): 81.784 AUROC_real (%): 75.481

Epoch 244/600
157/157 - 3s - loss: 0.9129 - accuracy: 0.9045 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7118950486183167
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.475 83.263 76.425 83.116 81.068
	Acc: 0.938 OSCR : 69.893 AUROC_max_val (%): 83.263 AUROC_real (%): 72.366

Epoch 245/600
157/157 - 3s - loss: 0.9323 - accuracy: 0.9007 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6752229332923889
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 83.052 76.038 83.710 80.454
	Acc: 0.936 OSCR : 72.070 AUROC_max_val (%): 83.052 AUROC_real (%): 74.623

Epoch 246/600
157/157 - 3s - loss: 0.9148 - accuracy: 0.9036 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6218965649604797
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 84.363 77.700 84.203 82.408
	Acc: 0.940 OSCR : 76.752 AUROC_max_val (%): 84.363 AUROC_real (%): 79.280

Epoch 247/600
157/157 - 3s - loss: 0.9045 - accuracy: 0.9049 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.125859260559082
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.300 84.644 77.725 85.979 81.766
	Acc: 0.922 OSCR : 63.509 AUROC_max_val (%): 84.644 AUROC_real (%): 66.782

Epoch 248/600
157/157 - 3s - loss: 0.9338 - accuracy: 0.9029 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.0127623081207275
	accuracy: 0.9244999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.250 84.894 77.500 86.412 82.020
	Acc: 0.924 OSCR : 67.083 AUROC_max_val (%): 84.894 AUROC_real (%): 70.374

Epoch 249/600
157/157 - 3s - loss: 0.9046 - accuracy: 0.9040 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6247982978820801
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.550 86.475 80.150 88.204 82.899
	Acc: 0.943 OSCR : 75.157 AUROC_max_val (%): 86.475 AUROC_real (%): 77.460

Epoch 250/600
157/157 - 3s - loss: 0.8884 - accuracy: 0.9064 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7298728227615356
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.350 84.715 77.638 85.641 82.356
	Acc: 0.941 OSCR : 70.359 AUROC_max_val (%): 84.715 AUROC_real (%): 72.735

Epoch 251/600
157/157 - 3s - loss: 0.8839 - accuracy: 0.9066 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5883919596672058
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.875 85.576 78.375 86.518 82.630
	Acc: 0.942 OSCR : 74.528 AUROC_max_val (%): 85.576 AUROC_real (%): 76.683

Epoch 252/600
157/157 - 3s - loss: 0.8806 - accuracy: 0.9078 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6838106513023376
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.625 85.700 78.825 86.623 83.081
	Acc: 0.937 OSCR : 75.281 AUROC_max_val (%): 85.700 AUROC_real (%): 77.884

Epoch 253/600
157/157 - 3s - loss: 0.8918 - accuracy: 0.9061 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7051651477813721
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.150 81.119 75.362 79.775 79.266
	Acc: 0.946 OSCR : 69.230 AUROC_max_val (%): 81.119 AUROC_real (%): 71.263

Epoch 254/600
157/157 - 3s - loss: 0.8921 - accuracy: 0.9054 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6863285899162292
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.550 82.867 76.500 84.388 79.503
	Acc: 0.935 OSCR : 73.147 AUROC_max_val (%): 82.867 AUROC_real (%): 75.632

Epoch 255/600
157/157 - 3s - loss: 0.8831 - accuracy: 0.9056 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5856828093528748
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 85.840 78.750 86.670 83.249
	Acc: 0.946 OSCR : 76.205 AUROC_max_val (%): 85.840 AUROC_real (%): 78.451

Epoch 256/600
157/157 - 3s - loss: 0.8710 - accuracy: 0.9075 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6551228165626526
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.625 85.464 78.850 86.738 82.563
	Acc: 0.940 OSCR : 71.848 AUROC_max_val (%): 85.464 AUROC_real (%): 74.271

Epoch 257/600
157/157 - 3s - loss: 0.8628 - accuracy: 0.9092 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8475144505500793
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 85.703 78.650 87.070 83.133
	Acc: 0.935 OSCR : 68.019 AUROC_max_val (%): 85.703 AUROC_real (%): 70.810

Epoch 258/600
157/157 - 3s - loss: 0.8632 - accuracy: 0.9115 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7016379237174988
	accuracy: 0.934499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.950 82.310 75.963 81.363 80.026
	Acc: 0.934 OSCR : 72.067 AUROC_max_val (%): 82.310 AUROC_real (%): 74.624

Epoch 259/600
157/157 - 3s - loss: 0.8726 - accuracy: 0.9085 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6632663011550903
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.250 78.797 72.463 78.520 76.017
	Acc: 0.937 OSCR : 71.206 AUROC_max_val (%): 78.797 AUROC_real (%): 73.484

Epoch 260/600
157/157 - 3s - loss: 0.8785 - accuracy: 0.9057 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9340982437133789
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 85.126 77.550 86.554 82.799
	Acc: 0.942 OSCR : 62.663 AUROC_max_val (%): 85.126 AUROC_real (%): 64.961

Epoch 261/600
157/157 - 3s - loss: 0.8353 - accuracy: 0.9112 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7824070453643799
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.850 85.045 77.512 86.151 82.806
	Acc: 0.940 OSCR : 72.321 AUROC_max_val (%): 85.045 AUROC_real (%): 74.994

Epoch 262/600
157/157 - 3s - loss: 0.8576 - accuracy: 0.9098 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7028586268424988
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.350 83.544 77.025 83.766 81.144
	Acc: 0.941 OSCR : 70.180 AUROC_max_val (%): 83.544 AUROC_real (%): 72.582

Epoch 263/600
157/157 - 3s - loss: 0.8414 - accuracy: 0.9112 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6631264686584473
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.750 81.846 75.050 82.076 79.522
	Acc: 0.940 OSCR : 69.811 AUROC_max_val (%): 81.846 AUROC_real (%): 72.072

Epoch 264/600
157/157 - 3s - loss: 0.8266 - accuracy: 0.9129 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.694191575050354
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.075 85.895 78.938 86.870 83.398
	Acc: 0.941 OSCR : 70.921 AUROC_max_val (%): 85.895 AUROC_real (%): 73.413

Epoch 265/600
157/157 - 3s - loss: 0.8345 - accuracy: 0.9124 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7297982573509216
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.625 81.311 74.525 82.561 78.293
	Acc: 0.935 OSCR : 66.898 AUROC_max_val (%): 81.311 AUROC_real (%): 69.490

Epoch 266/600
157/157 - 3s - loss: 0.8281 - accuracy: 0.9117 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5864149332046509
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 86.385 79.250 86.762 84.334
	Acc: 0.947 OSCR : 76.142 AUROC_max_val (%): 86.385 AUROC_real (%): 78.482

Epoch 267/600
157/157 - 3s - loss: 0.8299 - accuracy: 0.9132 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.59868985414505
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 87.119 80.350 87.714 84.851
	Acc: 0.940 OSCR : 76.189 AUROC_max_val (%): 87.119 AUROC_real (%): 78.663

Epoch 268/600
157/157 - 3s - loss: 0.8366 - accuracy: 0.9121 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5981914401054382
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 86.790 79.550 88.339 84.332
	Acc: 0.939 OSCR : 77.314 AUROC_max_val (%): 86.790 AUROC_real (%): 79.832

Epoch 269/600
157/157 - 3s - loss: 0.8036 - accuracy: 0.9151 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6915152072906494
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.475 79.471 74.100 77.124 77.971
	Acc: 0.939 OSCR : 70.645 AUROC_max_val (%): 79.471 AUROC_real (%): 73.010

Epoch 270/600
157/157 - 3s - loss: 0.8072 - accuracy: 0.9151 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6801207661628723
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 81.809 75.338 81.482 79.291
	Acc: 0.945 OSCR : 68.640 AUROC_max_val (%): 81.809 AUROC_real (%): 70.856

Epoch 271/600
157/157 - 3s - loss: 0.8227 - accuracy: 0.9146 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7153178453445435
	accuracy: 0.940750002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.550 87.270 80.650 88.708 83.981
	Acc: 0.941 OSCR : 72.557 AUROC_max_val (%): 87.270 AUROC_real (%): 75.108

Epoch 272/600
157/157 - 3s - loss: 0.8285 - accuracy: 0.9133 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7758138179779053
	accuracy: 0.934499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.875 87.341 79.825 88.735 84.713
	Acc: 0.934 OSCR : 71.718 AUROC_max_val (%): 87.341 AUROC_real (%): 74.742

Epoch 273/600
157/157 - 3s - loss: 0.8173 - accuracy: 0.9137 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.68970787525177
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.125 80.218 73.962 79.060 78.062
	Acc: 0.945 OSCR : 66.834 AUROC_max_val (%): 80.218 AUROC_real (%): 68.733

Epoch 274/600
157/157 - 3s - loss: 0.8014 - accuracy: 0.9172 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6665188670158386
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.950 84.393 77.325 86.065 81.279
	Acc: 0.940 OSCR : 69.797 AUROC_max_val (%): 84.393 AUROC_real (%): 72.054

Epoch 275/600
157/157 - 3s - loss: 0.8270 - accuracy: 0.9137 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5524000525474548
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.450 85.250 78.000 85.831 83.158
	Acc: 0.945 OSCR : 75.461 AUROC_max_val (%): 85.250 AUROC_real (%): 77.740

Epoch 276/600
157/157 - 3s - loss: 0.8160 - accuracy: 0.9133 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6393392086029053
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.175 86.554 79.163 87.587 84.330
	Acc: 0.945 OSCR : 74.088 AUROC_max_val (%): 86.554 AUROC_real (%): 76.470

Epoch 277/600
157/157 - 3s - loss: 0.7947 - accuracy: 0.9146 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5724888443946838
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.225 84.935 78.150 85.659 82.304
	Acc: 0.947 OSCR : 75.344 AUROC_max_val (%): 84.935 AUROC_real (%): 77.537

Epoch 278/600
157/157 - 3s - loss: 0.7726 - accuracy: 0.9188 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6508495211601257
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.500 85.426 78.837 85.950 82.843
	Acc: 0.950 OSCR : 70.966 AUROC_max_val (%): 85.426 AUROC_real (%): 73.054

Epoch 279/600
157/157 - 3s - loss: 0.8066 - accuracy: 0.9139 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6693862676620483
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.975 83.787 77.363 84.113 81.452
	Acc: 0.942 OSCR : 70.597 AUROC_max_val (%): 83.787 AUROC_real (%): 72.833

Epoch 280/600
157/157 - 3s - loss: 0.7849 - accuracy: 0.9168 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6603549122810364
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.950 87.623 80.763 89.101 85.028
	Acc: 0.942 OSCR : 72.906 AUROC_max_val (%): 87.623 AUROC_real (%): 75.371

Epoch 281/600
157/157 - 3s - loss: 0.7724 - accuracy: 0.9195 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6294347047805786
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 82.122 75.325 81.378 80.389
	Acc: 0.947 OSCR : 70.327 AUROC_max_val (%): 82.122 AUROC_real (%): 72.351

Epoch 282/600
157/157 - 3s - loss: 0.7861 - accuracy: 0.9171 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5805760622024536
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.275 82.386 75.575 82.513 80.127
	Acc: 0.946 OSCR : 74.533 AUROC_max_val (%): 82.386 AUROC_real (%): 76.580

Epoch 283/600
157/157 - 3s - loss: 0.7830 - accuracy: 0.9179 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.62919020652771
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.175 88.197 80.850 89.778 85.717
	Acc: 0.939 OSCR : 75.378 AUROC_max_val (%): 88.197 AUROC_real (%): 77.959

Epoch 284/600
157/157 - 3s - loss: 0.7822 - accuracy: 0.9182 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7024862170219421
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 81.008 74.188 81.583 78.274
	Acc: 0.938 OSCR : 67.411 AUROC_max_val (%): 81.008 AUROC_real (%): 69.741

Epoch 285/600
157/157 - 3s - loss: 0.7566 - accuracy: 0.9186 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6167088150978088
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.925 87.182 79.988 87.711 85.024
	Acc: 0.943 OSCR : 76.215 AUROC_max_val (%): 87.182 AUROC_real (%): 78.736

Epoch 286/600
157/157 - 3s - loss: 0.7804 - accuracy: 0.9176 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6295241713523865
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.250 85.120 78.038 85.916 82.911
	Acc: 0.938 OSCR : 72.947 AUROC_max_val (%): 85.120 AUROC_real (%): 75.457

Epoch 287/600
157/157 - 3s - loss: 0.7811 - accuracy: 0.9177 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7221863269805908
	accuracy: 0.9384999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.650 84.416 77.600 85.044 81.585
	Acc: 0.939 OSCR : 66.944 AUROC_max_val (%): 84.416 AUROC_real (%): 69.296

Epoch 288/600
157/157 - 3s - loss: 0.7603 - accuracy: 0.9198 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6220701336860657
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 86.300 79.888 87.203 83.423
	Acc: 0.947 OSCR : 71.523 AUROC_max_val (%): 86.300 AUROC_real (%): 73.581

Epoch 289/600
157/157 - 3s - loss: 0.7609 - accuracy: 0.9192 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5049022436141968
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.825 87.436 80.263 88.234 85.297
	Acc: 0.951 OSCR : 78.281 AUROC_max_val (%): 87.436 AUROC_real (%): 80.426

Epoch 290/600
157/157 - 3s - loss: 0.7670 - accuracy: 0.9185 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5734890103340149
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.250 83.657 76.875 84.466 80.946
	Acc: 0.943 OSCR : 74.791 AUROC_max_val (%): 83.657 AUROC_real (%): 76.948

Epoch 291/600
157/157 - 3s - loss: 0.7331 - accuracy: 0.9226 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6058421730995178
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.725 86.702 80.000 87.528 84.050
	Acc: 0.947 OSCR : 72.572 AUROC_max_val (%): 86.702 AUROC_real (%): 74.706

Epoch 292/600
157/157 - 3s - loss: 0.7306 - accuracy: 0.9240 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5855637192726135
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.725 82.698 75.838 82.908 80.732
	Acc: 0.949 OSCR : 69.419 AUROC_max_val (%): 82.698 AUROC_real (%): 71.333

Epoch 293/600
157/157 - 3s - loss: 0.7312 - accuracy: 0.9229 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5618762969970703
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.950 83.163 76.788 83.520 80.465
	Acc: 0.951 OSCR : 74.615 AUROC_max_val (%): 83.163 AUROC_real (%): 76.691

Epoch 294/600
157/157 - 3s - loss: 0.7559 - accuracy: 0.9204 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5967828035354614
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.650 85.347 78.300 86.902 82.482
	Acc: 0.948 OSCR : 69.610 AUROC_max_val (%): 85.347 AUROC_real (%): 71.527

Epoch 295/600
157/157 - 3s - loss: 0.7435 - accuracy: 0.9208 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5831103324890137
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.575 83.583 76.613 84.076 81.258
	Acc: 0.943 OSCR : 71.861 AUROC_max_val (%): 83.583 AUROC_real (%): 73.982

Epoch 296/600
157/157 - 3s - loss: 0.7185 - accuracy: 0.9247 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6069825887680054
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.350 86.942 80.100 87.233 84.414
	Acc: 0.945 OSCR : 75.428 AUROC_max_val (%): 86.942 AUROC_real (%): 77.882

Epoch 297/600
157/157 - 3s - loss: 0.7114 - accuracy: 0.9249 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5014826059341431
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.475 85.601 78.325 86.636 83.295
	Acc: 0.953 OSCR : 73.385 AUROC_max_val (%): 85.601 AUROC_real (%): 75.083

Epoch 298/600
157/157 - 3s - loss: 0.7146 - accuracy: 0.9244 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5221424698829651
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.950 85.629 78.688 86.188 83.259
	Acc: 0.949 OSCR : 78.192 AUROC_max_val (%): 85.629 AUROC_real (%): 80.314

Epoch 299/600
157/157 - 3s - loss: 0.7156 - accuracy: 0.9238 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7502952218055725
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.975 87.388 80.700 88.756 84.732
	Acc: 0.943 OSCR : 66.789 AUROC_max_val (%): 87.388 AUROC_real (%): 69.040

Epoch 300/600
157/157 - 3s - loss: 0.7082 - accuracy: 0.9251 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5135443210601807
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.125 87.700 80.938 88.324 85.592
	Acc: 0.950 OSCR : 76.499 AUROC_max_val (%): 87.700 AUROC_real (%): 78.522

Epoch 301/600
157/157 - 3s - loss: 0.7210 - accuracy: 0.9237 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6137698292732239
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.075 84.644 77.700 85.684 82.015
	Acc: 0.949 OSCR : 69.350 AUROC_max_val (%): 84.644 AUROC_real (%): 71.262

Epoch 302/600
157/157 - 3s - loss: 0.7169 - accuracy: 0.9238 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5166535377502441
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.125 85.116 78.862 86.074 82.376
	Acc: 0.950 OSCR : 75.063 AUROC_max_val (%): 85.116 AUROC_real (%): 76.861

Epoch 303/600
157/157 - 3s - loss: 0.7190 - accuracy: 0.9244 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5997363328933716
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.775 88.581 81.738 89.869 86.233
	Acc: 0.947 OSCR : 74.552 AUROC_max_val (%): 88.581 AUROC_real (%): 76.736

Epoch 304/600
157/157 - 3s - loss: 0.6878 - accuracy: 0.9274 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5498502254486084
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.075 85.123 78.463 85.062 82.734
	Acc: 0.949 OSCR : 75.213 AUROC_max_val (%): 85.123 AUROC_real (%): 77.272

Epoch 305/600
157/157 - 3s - loss: 0.6872 - accuracy: 0.9280 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.551628828048706
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.275 83.228 76.750 83.178 81.139
	Acc: 0.949 OSCR : 71.287 AUROC_max_val (%): 83.228 AUROC_real (%): 73.138

Epoch 306/600
157/157 - 3s - loss: 0.6924 - accuracy: 0.9270 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7165820598602295
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.175 85.574 78.987 86.965 81.972
	Acc: 0.935 OSCR : 72.360 AUROC_max_val (%): 85.574 AUROC_real (%): 75.011

Epoch 307/600
157/157 - 3s - loss: 0.7031 - accuracy: 0.9270 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.564464271068573
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 85.107 78.188 84.518 83.364
	Acc: 0.948 OSCR : 73.988 AUROC_max_val (%): 85.107 AUROC_real (%): 76.173

Epoch 308/600
157/157 - 3s - loss: 0.6836 - accuracy: 0.9275 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6346466541290283
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.425 78.104 72.588 75.296 76.777
	Acc: 0.940 OSCR : 68.812 AUROC_max_val (%): 78.104 AUROC_real (%): 70.875

Epoch 309/600
157/157 - 3s - loss: 0.6899 - accuracy: 0.9266 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5901532769203186
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.000 88.560 81.963 89.188 86.491
	Acc: 0.954 OSCR : 72.860 AUROC_max_val (%): 88.560 AUROC_real (%): 74.824

Epoch 310/600
157/157 - 3s - loss: 0.6846 - accuracy: 0.9269 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5554115176200867
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.525 86.479 79.388 87.850 83.658
	Acc: 0.953 OSCR : 72.517 AUROC_max_val (%): 86.479 AUROC_real (%): 74.417

Epoch 311/600
157/157 - 3s - loss: 0.6746 - accuracy: 0.9294 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.513158917427063
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.200 88.423 81.338 89.411 86.213
	Acc: 0.958 OSCR : 73.900 AUROC_max_val (%): 88.423 AUROC_real (%): 75.738

Epoch 312/600
157/157 - 3s - loss: 0.6809 - accuracy: 0.9291 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5731044411659241
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.975 86.049 79.500 86.064 83.888
	Acc: 0.947 OSCR : 75.156 AUROC_max_val (%): 86.049 AUROC_real (%): 77.398

Epoch 313/600
157/157 - 3s - loss: 0.6838 - accuracy: 0.9277 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5979757308959961
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.250 83.432 77.312 83.051 81.418
	Acc: 0.949 OSCR : 70.381 AUROC_max_val (%): 83.432 AUROC_real (%): 72.364

Epoch 314/600
157/157 - 3s - loss: 0.6592 - accuracy: 0.9295 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5687663555145264
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 87.109 79.950 88.160 84.401
	Acc: 0.951 OSCR : 74.117 AUROC_max_val (%): 87.109 AUROC_real (%): 76.178

Epoch 315/600
157/157 - 3s - loss: 0.6702 - accuracy: 0.9286 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6738947629928589
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.625 86.242 79.075 87.235 83.765
	Acc: 0.944 OSCR : 70.957 AUROC_max_val (%): 86.242 AUROC_real (%): 73.364

Epoch 316/600
157/157 - 3s - loss: 0.6858 - accuracy: 0.9273 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5326997637748718
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.000 86.498 78.838 87.699 84.093
	Acc: 0.953 OSCR : 72.992 AUROC_max_val (%): 86.498 AUROC_real (%): 74.862

Epoch 317/600
157/157 - 3s - loss: 0.6635 - accuracy: 0.9305 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5875935554504395
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.175 85.242 78.725 85.197 82.827
	Acc: 0.949 OSCR : 70.152 AUROC_max_val (%): 85.242 AUROC_real (%): 72.031

Epoch 318/600
157/157 - 3s - loss: 0.6734 - accuracy: 0.9280 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.606636643409729
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 87.421 80.388 88.652 84.494
	Acc: 0.949 OSCR : 71.092 AUROC_max_val (%): 87.421 AUROC_real (%): 73.115

Epoch 319/600
157/157 - 3s - loss: 0.6612 - accuracy: 0.9287 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.492559015750885
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 86.304 79.075 87.281 83.800
	Acc: 0.952 OSCR : 76.634 AUROC_max_val (%): 86.304 AUROC_real (%): 78.542

Epoch 320/600
157/157 - 3s - loss: 0.6640 - accuracy: 0.9282 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5350853800773621
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 84.983 77.550 85.682 82.819
	Acc: 0.953 OSCR : 72.421 AUROC_max_val (%): 84.983 AUROC_real (%): 74.253

Epoch 321/600
157/157 - 3s - loss: 0.6425 - accuracy: 0.9322 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5428805351257324
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.475 85.407 78.538 85.895 82.999
	Acc: 0.953 OSCR : 73.372 AUROC_max_val (%): 85.407 AUROC_real (%): 75.336

Epoch 322/600
157/157 - 3s - loss: 0.6551 - accuracy: 0.9300 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5426102876663208
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.975 83.992 77.438 84.543 81.261
	Acc: 0.951 OSCR : 71.448 AUROC_max_val (%): 83.992 AUROC_real (%): 73.218

Epoch 323/600
157/157 - 3s - loss: 0.6496 - accuracy: 0.9311 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5523560047149658
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.275 88.276 81.175 89.050 86.189
	Acc: 0.951 OSCR : 73.818 AUROC_max_val (%): 88.276 AUROC_real (%): 75.979

Epoch 324/600
157/157 - 3s - loss: 0.6535 - accuracy: 0.9293 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5267313122749329
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.975 87.527 81.037 88.086 85.566
	Acc: 0.950 OSCR : 76.815 AUROC_max_val (%): 87.527 AUROC_real (%): 78.969

Epoch 325/600
157/157 - 3s - loss: 0.6658 - accuracy: 0.9281 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6359032392501831
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.425 86.984 79.875 88.110 84.403
	Acc: 0.945 OSCR : 75.458 AUROC_max_val (%): 86.984 AUROC_real (%): 77.886

Epoch 326/600
157/157 - 3s - loss: 0.6374 - accuracy: 0.9342 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5185821652412415
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.825 83.037 76.312 82.871 81.011
	Acc: 0.952 OSCR : 75.593 AUROC_max_val (%): 83.037 AUROC_real (%): 77.486

Epoch 327/600
157/157 - 3s - loss: 0.6400 - accuracy: 0.9327 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4499959945678711
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.875 87.144 80.187 87.587 85.124
	Acc: 0.956 OSCR : 77.116 AUROC_max_val (%): 87.144 AUROC_real (%): 78.885

Epoch 328/600
157/157 - 3s - loss: 0.6171 - accuracy: 0.9331 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5585681796073914
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.075 87.912 81.225 89.072 85.167
	Acc: 0.948 OSCR : 75.054 AUROC_max_val (%): 87.912 AUROC_real (%): 77.147

Epoch 329/600
157/157 - 3s - loss: 0.6298 - accuracy: 0.9319 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49382323026657104
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.575 85.656 78.588 86.211 83.315
	Acc: 0.956 OSCR : 75.094 AUROC_max_val (%): 85.656 AUROC_real (%): 76.890

Epoch 330/600
157/157 - 3s - loss: 0.6134 - accuracy: 0.9358 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.505307674407959
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.250 88.456 82.038 89.614 86.011
	Acc: 0.953 OSCR : 77.371 AUROC_max_val (%): 88.456 AUROC_real (%): 79.307

Epoch 331/600
157/157 - 3s - loss: 0.6325 - accuracy: 0.9334 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5383285284042358
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.925 86.893 80.513 88.428 83.747
	Acc: 0.952 OSCR : 74.123 AUROC_max_val (%): 86.893 AUROC_real (%): 76.037

Epoch 332/600
157/157 - 3s - loss: 0.6199 - accuracy: 0.9323 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5068598985671997
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.175 83.456 76.775 83.012 81.129
	Acc: 0.953 OSCR : 71.503 AUROC_max_val (%): 83.456 AUROC_real (%): 73.216

Epoch 333/600
157/157 - 3s - loss: 0.6123 - accuracy: 0.9357 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.469066321849823
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.075 87.852 80.625 88.442 85.516
	Acc: 0.958 OSCR : 76.821 AUROC_max_val (%): 87.852 AUROC_real (%): 78.638

Epoch 334/600
157/157 - 3s - loss: 0.6165 - accuracy: 0.9343 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5109834671020508
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.450 87.293 80.700 88.341 84.565
	Acc: 0.956 OSCR : 74.688 AUROC_max_val (%): 87.293 AUROC_real (%): 76.504

Epoch 335/600
157/157 - 3s - loss: 0.6167 - accuracy: 0.9344 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5298770666122437
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.325 86.607 79.725 87.330 83.825
	Acc: 0.953 OSCR : 74.872 AUROC_max_val (%): 86.607 AUROC_real (%): 76.751

Epoch 336/600
157/157 - 3s - loss: 0.6143 - accuracy: 0.9350 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4594319760799408
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.525 84.627 77.763 84.975 81.981
	Acc: 0.952 OSCR : 77.453 AUROC_max_val (%): 84.627 AUROC_real (%): 79.213

Epoch 337/600
157/157 - 3s - loss: 0.5981 - accuracy: 0.9355 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5597818493843079
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.200 88.666 82.000 89.777 86.137
	Acc: 0.952 OSCR : 74.307 AUROC_max_val (%): 88.666 AUROC_real (%): 76.241

Epoch 338/600
157/157 - 3s - loss: 0.5872 - accuracy: 0.9398 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4733235239982605
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 86.090 79.412 86.177 83.987
	Acc: 0.953 OSCR : 78.590 AUROC_max_val (%): 86.090 AUROC_real (%): 80.500

Epoch 339/600
157/157 - 3s - loss: 0.5902 - accuracy: 0.9368 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5105009078979492
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.250 85.632 78.537 85.994 83.474
	Acc: 0.956 OSCR : 73.475 AUROC_max_val (%): 85.632 AUROC_real (%): 75.162

Epoch 340/600
157/157 - 3s - loss: 0.5984 - accuracy: 0.9363 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5219597220420837
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.675 87.402 80.413 88.169 84.994
	Acc: 0.956 OSCR : 75.021 AUROC_max_val (%): 87.402 AUROC_real (%): 76.998

Epoch 341/600
157/157 - 3s - loss: 0.5854 - accuracy: 0.9367 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48938360810279846
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 87.217 80.300 87.870 84.971
	Acc: 0.953 OSCR : 76.271 AUROC_max_val (%): 87.217 AUROC_real (%): 78.059

Epoch 342/600
157/157 - 3s - loss: 0.5870 - accuracy: 0.9372 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.479873925447464
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.825 87.948 80.788 89.116 85.376
	Acc: 0.955 OSCR : 78.004 AUROC_max_val (%): 87.948 AUROC_real (%): 79.866

Epoch 343/600
157/157 - 3s - loss: 0.5896 - accuracy: 0.9362 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47693735361099243
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.750 87.536 80.838 87.627 85.416
	Acc: 0.957 OSCR : 76.212 AUROC_max_val (%): 87.536 AUROC_real (%): 77.936

Epoch 344/600
157/157 - 3s - loss: 0.5831 - accuracy: 0.9374 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48108574748039246
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.775 87.164 80.813 88.033 84.500
	Acc: 0.955 OSCR : 76.645 AUROC_max_val (%): 87.164 AUROC_real (%): 78.467

Epoch 345/600
157/157 - 3s - loss: 0.5865 - accuracy: 0.9377 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4742896556854248
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.525 87.701 80.825 88.536 85.734
	Acc: 0.958 OSCR : 76.785 AUROC_max_val (%): 87.701 AUROC_real (%): 78.617

Epoch 346/600
157/157 - 3s - loss: 0.5859 - accuracy: 0.9388 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47759050130844116
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 87.798 80.825 88.519 85.548
	Acc: 0.958 OSCR : 76.731 AUROC_max_val (%): 87.798 AUROC_real (%): 78.549

Epoch 347/600
157/157 - 3s - loss: 0.5871 - accuracy: 0.9374 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4675544798374176
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.300 89.283 82.775 90.212 87.049
	Acc: 0.959 OSCR : 78.775 AUROC_max_val (%): 89.283 AUROC_real (%): 80.607

Epoch 348/600
157/157 - 3s - loss: 0.5876 - accuracy: 0.9369 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47325003147125244
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.950 88.002 81.062 88.667 85.746
	Acc: 0.956 OSCR : 77.064 AUROC_max_val (%): 88.002 AUROC_real (%): 78.885

Epoch 349/600
157/157 - 3s - loss: 0.5796 - accuracy: 0.9391 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5419393181800842
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.850 86.532 79.888 86.774 84.594
	Acc: 0.955 OSCR : 73.963 AUROC_max_val (%): 86.532 AUROC_real (%): 75.865

Epoch 350/600
157/157 - 3s - loss: 0.5633 - accuracy: 0.9406 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5101435780525208
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.550 87.263 80.500 87.781 84.965
	Acc: 0.955 OSCR : 75.821 AUROC_max_val (%): 87.263 AUROC_real (%): 77.784

Epoch 351/600
157/157 - 3s - loss: 0.5586 - accuracy: 0.9410 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5019790530204773
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.125 86.115 79.538 86.547 83.541
	Acc: 0.955 OSCR : 75.076 AUROC_max_val (%): 86.115 AUROC_real (%): 76.841

Epoch 352/600
157/157 - 3s - loss: 0.5628 - accuracy: 0.9407 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44791415333747864
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.550 85.668 78.900 85.734 83.567
	Acc: 0.962 OSCR : 75.739 AUROC_max_val (%): 85.668 AUROC_real (%): 77.360

Epoch 353/600
157/157 - 3s - loss: 0.5590 - accuracy: 0.9421 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4704916477203369
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.175 86.156 79.425 86.372 84.001
	Acc: 0.957 OSCR : 74.862 AUROC_max_val (%): 86.156 AUROC_real (%): 76.577

Epoch 354/600
157/157 - 3s - loss: 0.5636 - accuracy: 0.9397 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47148996591567993
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.525 87.825 81.038 88.414 85.970
	Acc: 0.957 OSCR : 75.667 AUROC_max_val (%): 87.825 AUROC_real (%): 77.496

Epoch 355/600
157/157 - 3s - loss: 0.5554 - accuracy: 0.9407 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49936443567276
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.325 86.461 79.525 87.121 84.327
	Acc: 0.958 OSCR : 73.602 AUROC_max_val (%): 86.461 AUROC_real (%): 75.411

Epoch 356/600
157/157 - 3s - loss: 0.5515 - accuracy: 0.9427 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46969372034072876
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 86.482 79.750 87.075 84.225
	Acc: 0.958 OSCR : 74.590 AUROC_max_val (%): 86.482 AUROC_real (%): 76.284

Epoch 357/600
157/157 - 3s - loss: 0.5712 - accuracy: 0.9400 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5142669081687927
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.550 88.378 81.275 89.317 86.169
	Acc: 0.956 OSCR : 75.151 AUROC_max_val (%): 88.378 AUROC_real (%): 77.001

Epoch 358/600
157/157 - 3s - loss: 0.5425 - accuracy: 0.9419 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4408860206604004
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.600 87.090 80.325 87.255 85.034
	Acc: 0.957 OSCR : 78.572 AUROC_max_val (%): 87.090 AUROC_real (%): 80.333

Epoch 359/600
157/157 - 3s - loss: 0.5728 - accuracy: 0.9380 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46366626024246216
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.850 87.652 80.675 88.130 85.883
	Acc: 0.957 OSCR : 78.082 AUROC_max_val (%): 87.652 AUROC_real (%): 79.924

Epoch 360/600
157/157 - 3s - loss: 0.5477 - accuracy: 0.9416 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45527923107147217
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.725 88.009 81.100 88.623 85.917
	Acc: 0.957 OSCR : 77.013 AUROC_max_val (%): 88.009 AUROC_real (%): 78.773

Epoch 361/600
157/157 - 3s - loss: 0.5693 - accuracy: 0.9416 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4696851074695587
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.525 87.565 80.688 88.207 85.422
	Acc: 0.956 OSCR : 76.716 AUROC_max_val (%): 87.565 AUROC_real (%): 78.556

Epoch 362/600
157/157 - 3s - loss: 0.5251 - accuracy: 0.9438 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4707900285720825
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.975 87.064 80.463 87.557 85.156
	Acc: 0.955 OSCR : 76.275 AUROC_max_val (%): 87.064 AUROC_real (%): 78.068

Epoch 363/600
157/157 - 3s - loss: 0.5520 - accuracy: 0.9412 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4773298501968384
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.350 86.665 79.750 87.117 84.352
	Acc: 0.955 OSCR : 75.094 AUROC_max_val (%): 86.665 AUROC_real (%): 76.821

Epoch 364/600
157/157 - 3s - loss: 0.5504 - accuracy: 0.9419 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4644971191883087
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.625 86.747 80.113 87.221 84.622
	Acc: 0.959 OSCR : 76.461 AUROC_max_val (%): 86.747 AUROC_real (%): 78.209

Epoch 365/600
157/157 - 3s - loss: 0.5527 - accuracy: 0.9402 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5083463191986084
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.225 88.046 81.325 88.697 86.063
	Acc: 0.955 OSCR : 75.254 AUROC_max_val (%): 88.046 AUROC_real (%): 77.125

Epoch 366/600
157/157 - 3s - loss: 0.5339 - accuracy: 0.9442 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45502689480781555
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.375 87.965 81.300 88.492 86.007
	Acc: 0.959 OSCR : 77.586 AUROC_max_val (%): 87.965 AUROC_real (%): 79.346

Epoch 367/600
157/157 - 3s - loss: 0.5540 - accuracy: 0.9421 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4845588505268097
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 88.224 81.487 88.801 86.153
	Acc: 0.958 OSCR : 76.658 AUROC_max_val (%): 88.224 AUROC_real (%): 78.507

Epoch 368/600
157/157 - 3s - loss: 0.5505 - accuracy: 0.9403 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4681198298931122
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.825 87.707 81.037 88.241 85.647
	Acc: 0.957 OSCR : 76.912 AUROC_max_val (%): 87.707 AUROC_real (%): 78.693

Epoch 369/600
157/157 - 3s - loss: 0.5184 - accuracy: 0.9452 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5043959021568298
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.675 86.745 80.287 86.954 84.668
	Acc: 0.954 OSCR : 76.116 AUROC_max_val (%): 86.745 AUROC_real (%): 78.090

Epoch 370/600
157/157 - 3s - loss: 0.5361 - accuracy: 0.9436 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4662783741950989
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.875 86.530 79.738 86.844 84.287
	Acc: 0.957 OSCR : 75.956 AUROC_max_val (%): 86.530 AUROC_real (%): 77.682

Epoch 371/600
157/157 - 3s - loss: 0.5261 - accuracy: 0.9439 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4747805893421173
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.875 87.365 80.938 87.765 85.172
	Acc: 0.956 OSCR : 75.787 AUROC_max_val (%): 87.365 AUROC_real (%): 77.564

Epoch 372/600
157/157 - 3s - loss: 0.5131 - accuracy: 0.9452 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46836283802986145
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.075 87.659 80.963 88.272 85.348
	Acc: 0.959 OSCR : 76.614 AUROC_max_val (%): 87.659 AUROC_real (%): 78.387

Epoch 373/600
157/157 - 3s - loss: 0.5385 - accuracy: 0.9433 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4605754017829895
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 86.296 79.488 86.350 84.256
	Acc: 0.960 OSCR : 75.631 AUROC_max_val (%): 86.296 AUROC_real (%): 77.286

Epoch 374/600
157/157 - 3s - loss: 0.5270 - accuracy: 0.9446 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4672083556652069
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.225 87.543 80.988 87.791 85.364
	Acc: 0.958 OSCR : 76.124 AUROC_max_val (%): 87.543 AUROC_real (%): 77.865

Epoch 375/600
157/157 - 3s - loss: 0.5324 - accuracy: 0.9438 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46047693490982056
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 87.016 80.238 87.211 85.024
	Acc: 0.959 OSCR : 75.449 AUROC_max_val (%): 87.016 AUROC_real (%): 77.125

Epoch 376/600
157/157 - 3s - loss: 0.5439 - accuracy: 0.9415 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4668213725090027
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.850 86.795 80.000 86.670 85.054
	Acc: 0.958 OSCR : 75.921 AUROC_max_val (%): 86.795 AUROC_real (%): 77.652

Epoch 377/600
157/157 - 3s - loss: 0.5161 - accuracy: 0.9442 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46431323885917664
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.925 87.355 80.700 87.555 85.398
	Acc: 0.959 OSCR : 75.224 AUROC_max_val (%): 87.355 AUROC_real (%): 76.897

Epoch 378/600
157/157 - 3s - loss: 0.5170 - accuracy: 0.9449 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45752546191215515
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.350 87.126 80.625 87.413 85.082
	Acc: 0.958 OSCR : 76.074 AUROC_max_val (%): 87.126 AUROC_real (%): 77.766

Epoch 379/600
157/157 - 3s - loss: 0.5198 - accuracy: 0.9463 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4713289439678192
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.450 88.070 81.275 88.547 86.071
	Acc: 0.959 OSCR : 75.306 AUROC_max_val (%): 88.070 AUROC_real (%): 77.009

Epoch 380/600
157/157 - 3s - loss: 0.5439 - accuracy: 0.9427 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45327362418174744
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.300 88.099 81.225 88.573 86.106
	Acc: 0.958 OSCR : 76.877 AUROC_max_val (%): 88.099 AUROC_real (%): 78.608

Epoch 381/600
157/157 - 3s - loss: 0.5097 - accuracy: 0.9465 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.449539452791214
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.125 87.322 80.425 87.536 85.395
	Acc: 0.961 OSCR : 75.885 AUROC_max_val (%): 87.322 AUROC_real (%): 77.515

Epoch 382/600
157/157 - 3s - loss: 0.5222 - accuracy: 0.9441 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45807284116744995
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.075 87.486 80.463 87.841 85.577
	Acc: 0.960 OSCR : 75.510 AUROC_max_val (%): 87.486 AUROC_real (%): 77.193

Epoch 383/600
157/157 - 3s - loss: 0.4986 - accuracy: 0.9466 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45513707399368286
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.325 87.422 80.575 87.709 85.538
	Acc: 0.960 OSCR : 75.883 AUROC_max_val (%): 87.422 AUROC_real (%): 77.566

Epoch 384/600
157/157 - 3s - loss: 0.5195 - accuracy: 0.9453 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4482550621032715
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.725 87.112 80.275 87.344 85.169
	Acc: 0.960 OSCR : 76.180 AUROC_max_val (%): 87.112 AUROC_real (%): 77.815

Epoch 385/600
157/157 - 3s - loss: 0.5160 - accuracy: 0.9451 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44632312655448914
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.750 87.459 80.663 87.749 85.517
	Acc: 0.961 OSCR : 76.622 AUROC_max_val (%): 87.459 AUROC_real (%): 78.287

Epoch 386/600
157/157 - 3s - loss: 0.5206 - accuracy: 0.9446 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4474482238292694
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.625 86.908 80.200 87.078 84.956
	Acc: 0.960 OSCR : 76.536 AUROC_max_val (%): 86.908 AUROC_real (%): 78.197

Epoch 387/600
157/157 - 3s - loss: 0.5083 - accuracy: 0.9466 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4541098475456238
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.225 87.517 80.712 87.816 85.595
	Acc: 0.960 OSCR : 76.389 AUROC_max_val (%): 87.517 AUROC_real (%): 78.084

Epoch 388/600
157/157 - 3s - loss: 0.5245 - accuracy: 0.9450 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.448503315448761
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.350 87.234 80.300 87.496 85.275
	Acc: 0.960 OSCR : 76.491 AUROC_max_val (%): 87.234 AUROC_real (%): 78.152

Epoch 389/600
157/157 - 3s - loss: 0.5389 - accuracy: 0.9438 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4509752094745636
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.900 87.735 80.950 88.135 85.769
	Acc: 0.961 OSCR : 76.537 AUROC_max_val (%): 87.735 AUROC_real (%): 78.202

Epoch 390/600
157/157 - 3s - loss: 0.5299 - accuracy: 0.9431 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4478116035461426
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.975 87.328 80.525 87.655 85.270
	Acc: 0.960 OSCR : 76.401 AUROC_max_val (%): 87.328 AUROC_real (%): 78.046

Epoch 391/600
157/157 - 3s - loss: 0.5293 - accuracy: 0.9441 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45209169387817383
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.950 87.379 80.625 87.715 85.358
	Acc: 0.959 OSCR : 76.483 AUROC_max_val (%): 87.379 AUROC_real (%): 78.162

Epoch 392/600
157/157 - 3s - loss: 0.5028 - accuracy: 0.9459 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44623419642448425
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.450 87.008 80.188 87.241 85.036
	Acc: 0.959 OSCR : 76.385 AUROC_max_val (%): 87.008 AUROC_real (%): 78.041

Epoch 393/600
157/157 - 3s - loss: 0.5238 - accuracy: 0.9439 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4467575252056122
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 87.112 80.250 87.384 85.101
	Acc: 0.960 OSCR : 76.273 AUROC_max_val (%): 87.112 AUROC_real (%): 77.924

Epoch 394/600
157/157 - 3s - loss: 0.5264 - accuracy: 0.9434 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45561084151268005
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.650 87.102 80.350 87.366 85.116
	Acc: 0.960 OSCR : 75.544 AUROC_max_val (%): 87.102 AUROC_real (%): 77.192

Epoch 395/600
157/157 - 3s - loss: 0.5146 - accuracy: 0.9458 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.449846476316452
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.150 87.121 80.300 87.361 85.126
	Acc: 0.960 OSCR : 76.000 AUROC_max_val (%): 87.121 AUROC_real (%): 77.650

Epoch 396/600
157/157 - 3s - loss: 0.5154 - accuracy: 0.9452 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4477773904800415
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.850 87.191 80.362 87.457 85.182
	Acc: 0.960 OSCR : 76.238 AUROC_max_val (%): 87.191 AUROC_real (%): 77.890

Epoch 397/600
157/157 - 3s - loss: 0.5120 - accuracy: 0.9452 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4481316804885864
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.125 87.223 80.388 87.504 85.223
	Acc: 0.959 OSCR : 76.168 AUROC_max_val (%): 87.223 AUROC_real (%): 77.829

Epoch 398/600
157/157 - 3s - loss: 0.5248 - accuracy: 0.9456 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4484677314758301
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.025 87.143 80.275 87.382 85.188
	Acc: 0.959 OSCR : 76.062 AUROC_max_val (%): 87.143 AUROC_real (%): 77.717

Epoch 399/600
157/157 - 3s - loss: 0.5184 - accuracy: 0.9449 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4460114538669586
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.150 87.178 80.338 87.428 85.196
	Acc: 0.960 OSCR : 76.255 AUROC_max_val (%): 87.178 AUROC_real (%): 77.902

Epoch 400/600
157/157 - 3s - loss: 0.5003 - accuracy: 0.9469 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44774919748306274
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.850 87.105 80.212 87.363 85.109
	Acc: 0.959 OSCR : 76.081 AUROC_max_val (%): 87.105 AUROC_real (%): 77.730

Epoch 401/600
157/157 - 3s - loss: 0.5218 - accuracy: 0.9442 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4523981213569641
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 87.111 80.287 87.368 85.152
	Acc: 0.960 OSCR : 75.737 AUROC_max_val (%): 87.111 AUROC_real (%): 77.388

Epoch 402/600
157/157 - 3s - loss: 0.7945 - accuracy: 0.9175 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.144805908203125
	accuracy: 0.9227499961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.375 78.141 72.225 79.232 74.716
	Acc: 0.923 OSCR : 62.184 AUROC_max_val (%): 78.141 AUROC_real (%): 65.542

Epoch 403/600
157/157 - 3s - loss: 0.8447 - accuracy: 0.9118 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8810431957244873
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.725 77.972 71.737 77.688 75.867
	Acc: 0.937 OSCR : 64.598 AUROC_max_val (%): 77.972 AUROC_real (%): 67.090

Epoch 404/600
157/157 - 3s - loss: 0.8269 - accuracy: 0.9128 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6172466278076172
	accuracy: 0.940750002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.250 83.582 76.938 84.043 80.902
	Acc: 0.941 OSCR : 75.113 AUROC_max_val (%): 83.582 AUROC_real (%): 77.506

Epoch 405/600
157/157 - 3s - loss: 0.8575 - accuracy: 0.9092 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6634134650230408
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 86.812 79.713 87.924 85.001
	Acc: 0.938 OSCR : 76.671 AUROC_max_val (%): 86.812 AUROC_real (%): 79.500

Epoch 406/600
157/157 - 3s - loss: 0.8344 - accuracy: 0.9133 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9633913636207581
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.850 78.918 72.088 79.392 76.872
	Acc: 0.934 OSCR : 62.285 AUROC_max_val (%): 78.918 AUROC_real (%): 64.777

Epoch 407/600
157/157 - 3s - loss: 0.8293 - accuracy: 0.9136 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5854946374893188
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.125 83.940 77.075 83.315 82.040
	Acc: 0.947 OSCR : 72.336 AUROC_max_val (%): 83.940 AUROC_real (%): 74.475

Epoch 408/600
157/157 - 3s - loss: 0.8326 - accuracy: 0.9118 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8983261585235596
	accuracy: 0.9292500019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 82.359 76.175 83.384 78.924
	Acc: 0.929 OSCR : 65.998 AUROC_max_val (%): 82.359 AUROC_real (%): 68.695

Epoch 409/600
157/157 - 3s - loss: 0.8137 - accuracy: 0.9140 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7001047730445862
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.675 81.767 74.425 82.187 80.108
	Acc: 0.946 OSCR : 66.979 AUROC_max_val (%): 81.767 AUROC_real (%): 68.979

Epoch 410/600
157/157 - 3s - loss: 0.8287 - accuracy: 0.9127 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6577662229537964
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.450 85.916 78.925 86.869 83.252
	Acc: 0.945 OSCR : 72.848 AUROC_max_val (%): 85.916 AUROC_real (%): 75.163

Epoch 411/600
157/157 - 3s - loss: 0.8235 - accuracy: 0.9140 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7311681509017944
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.675 83.493 76.575 84.144 80.756
	Acc: 0.940 OSCR : 69.432 AUROC_max_val (%): 83.493 AUROC_real (%): 71.987

Epoch 412/600
157/157 - 3s - loss: 0.8308 - accuracy: 0.9139 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9627792835235596
	accuracy: 0.9244999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.850 80.018 73.363 79.234 78.303
	Acc: 0.924 OSCR : 65.491 AUROC_max_val (%): 80.018 AUROC_real (%): 68.352

Epoch 413/600
157/157 - 3s - loss: 0.8002 - accuracy: 0.9155 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.9084370136260986
	accuracy: 0.9175000190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.125 81.504 74.987 81.729 78.940
	Acc: 0.917 OSCR : 68.821 AUROC_max_val (%): 81.504 AUROC_real (%): 72.210

Epoch 414/600
157/157 - 3s - loss: 0.8130 - accuracy: 0.9140 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6699678301811218
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.825 85.875 79.275 86.446 83.592
	Acc: 0.939 OSCR : 74.271 AUROC_max_val (%): 85.875 AUROC_real (%): 76.773

Epoch 415/600
157/157 - 3s - loss: 0.8188 - accuracy: 0.9141 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.772037923336029
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.725 83.995 77.725 84.120 80.847
	Acc: 0.942 OSCR : 67.950 AUROC_max_val (%): 83.995 AUROC_real (%): 70.293

Epoch 416/600
157/157 - 3s - loss: 0.8087 - accuracy: 0.9154 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7245268225669861
	accuracy: 0.9307500123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.750 85.428 78.450 85.294 83.698
	Acc: 0.931 OSCR : 74.007 AUROC_max_val (%): 85.428 AUROC_real (%): 76.926

Epoch 417/600
157/157 - 3s - loss: 0.8275 - accuracy: 0.9118 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7543625235557556
	accuracy: 0.9337499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.025 82.417 76.188 80.844 80.169
	Acc: 0.934 OSCR : 70.443 AUROC_max_val (%): 82.417 AUROC_real (%): 73.203

Epoch 418/600
157/157 - 3s - loss: 0.8175 - accuracy: 0.9130 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8552787899971008
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.250 86.761 80.000 88.714 83.264
	Acc: 0.932 OSCR : 66.665 AUROC_max_val (%): 86.761 AUROC_real (%): 69.546

Epoch 419/600
157/157 - 3s - loss: 0.7945 - accuracy: 0.9168 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6165957450866699
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.550 82.059 75.862 82.143 79.409
	Acc: 0.945 OSCR : 71.097 AUROC_max_val (%): 82.059 AUROC_real (%): 73.163

Epoch 420/600
157/157 - 3s - loss: 0.7997 - accuracy: 0.9156 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.728469967842102
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 82.157 76.300 81.267 80.374
	Acc: 0.942 OSCR : 65.618 AUROC_max_val (%): 82.157 AUROC_real (%): 67.812

Epoch 421/600
157/157 - 3s - loss: 0.8093 - accuracy: 0.9155 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1669069528579712
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.850 83.191 75.950 84.566 80.577
	Acc: 0.936 OSCR : 63.282 AUROC_max_val (%): 83.191 AUROC_real (%): 65.894

Epoch 422/600
157/157 - 3s - loss: 0.7996 - accuracy: 0.9165 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6062901020050049
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 84.441 77.700 83.667 82.746
	Acc: 0.947 OSCR : 73.146 AUROC_max_val (%): 84.441 AUROC_real (%): 75.336

Epoch 423/600
157/157 - 3s - loss: 0.8244 - accuracy: 0.9135 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6845329999923706
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.425 85.195 78.263 85.890 82.525
	Acc: 0.939 OSCR : 73.485 AUROC_max_val (%): 85.195 AUROC_real (%): 76.165

Epoch 424/600
157/157 - 3s - loss: 0.8194 - accuracy: 0.9141 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8347647190093994
	accuracy: 0.9294999837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.675 79.325 73.250 78.994 76.256
	Acc: 0.929 OSCR : 69.497 AUROC_max_val (%): 79.325 AUROC_real (%): 72.108

Epoch 425/600
157/157 - 3s - loss: 0.8103 - accuracy: 0.9158 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6823639869689941
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.725 85.855 78.837 86.902 83.081
	Acc: 0.939 OSCR : 74.334 AUROC_max_val (%): 85.855 AUROC_real (%): 76.931

Epoch 426/600
157/157 - 3s - loss: 0.7862 - accuracy: 0.9169 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6023074984550476
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.825 83.574 77.500 82.328 81.179
	Acc: 0.951 OSCR : 71.706 AUROC_max_val (%): 83.574 AUROC_real (%): 73.748

Epoch 427/600
157/157 - 3s - loss: 0.7622 - accuracy: 0.9188 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5962708592414856
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.150 88.026 81.287 89.386 86.041
	Acc: 0.944 OSCR : 77.648 AUROC_max_val (%): 88.026 AUROC_real (%): 80.314

Epoch 428/600
157/157 - 3s - loss: 0.7732 - accuracy: 0.9191 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.620249330997467
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.725 85.122 78.575 86.575 81.914
	Acc: 0.950 OSCR : 73.236 AUROC_max_val (%): 85.122 AUROC_real (%): 75.337

Epoch 429/600
157/157 - 3s - loss: 0.7686 - accuracy: 0.9191 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7113894820213318
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.925 74.771 69.800 72.609 72.237
	Acc: 0.931 OSCR : 70.336 AUROC_max_val (%): 74.771 AUROC_real (%): 72.710

Epoch 430/600
157/157 - 3s - loss: 0.7736 - accuracy: 0.9190 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5973420143127441
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.500 85.591 79.075 85.721 83.016
	Acc: 0.944 OSCR : 75.944 AUROC_max_val (%): 85.591 AUROC_real (%): 78.337

Epoch 431/600
157/157 - 3s - loss: 0.7678 - accuracy: 0.9196 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6661756038665771
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.350 84.480 78.088 84.467 82.356
	Acc: 0.939 OSCR : 73.308 AUROC_max_val (%): 84.480 AUROC_real (%): 75.944

Epoch 432/600
157/157 - 3s - loss: 0.8020 - accuracy: 0.9166 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5288757085800171
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.550 85.195 77.862 85.554 83.355
	Acc: 0.952 OSCR : 78.328 AUROC_max_val (%): 85.195 AUROC_real (%): 80.325

Epoch 433/600
157/157 - 3s - loss: 0.7719 - accuracy: 0.9179 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6822659373283386
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.250 87.898 80.600 88.755 85.680
	Acc: 0.945 OSCR : 74.281 AUROC_max_val (%): 87.898 AUROC_real (%): 76.684

Epoch 434/600
157/157 - 3s - loss: 0.7534 - accuracy: 0.9222 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5854990482330322
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.525 88.036 81.200 89.361 85.517
	Acc: 0.951 OSCR : 74.919 AUROC_max_val (%): 88.036 AUROC_real (%): 77.166

Epoch 435/600
157/157 - 3s - loss: 0.7709 - accuracy: 0.9179 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6005825996398926
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.025 83.794 77.562 83.650 81.207
	Acc: 0.944 OSCR : 73.591 AUROC_max_val (%): 83.794 AUROC_real (%): 75.721

Epoch 436/600
157/157 - 3s - loss: 0.7407 - accuracy: 0.9246 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7332645058631897
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 85.125 78.038 85.994 82.861
	Acc: 0.945 OSCR : 62.463 AUROC_max_val (%): 85.125 AUROC_real (%): 64.588

Epoch 437/600
157/157 - 3s - loss: 0.7632 - accuracy: 0.9185 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5771116018295288
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 86.529 79.888 86.383 84.771
	Acc: 0.946 OSCR : 74.631 AUROC_max_val (%): 86.529 AUROC_real (%): 76.897

Epoch 438/600
157/157 - 3s - loss: 0.7537 - accuracy: 0.9214 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5379834175109863
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.350 87.501 80.225 88.111 85.634
	Acc: 0.950 OSCR : 75.275 AUROC_max_val (%): 87.501 AUROC_real (%): 77.384

Epoch 439/600
157/157 - 3s - loss: 0.7341 - accuracy: 0.9225 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7408384680747986
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.975 81.464 74.963 80.495 78.919
	Acc: 0.937 OSCR : 69.293 AUROC_max_val (%): 81.464 AUROC_real (%): 71.915

Epoch 440/600
157/157 - 3s - loss: 0.7548 - accuracy: 0.9191 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6458376049995422
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.825 81.691 75.025 82.279 79.119
	Acc: 0.947 OSCR : 63.681 AUROC_max_val (%): 81.691 AUROC_real (%): 65.432

Epoch 441/600
157/157 - 3s - loss: 0.7561 - accuracy: 0.9206 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6855345368385315
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.300 80.093 73.938 78.917 78.203
	Acc: 0.942 OSCR : 71.175 AUROC_max_val (%): 80.093 AUROC_real (%): 73.399

Epoch 442/600
157/157 - 3s - loss: 0.7523 - accuracy: 0.9215 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5949830412864685
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.450 85.539 78.912 85.746 83.298
	Acc: 0.945 OSCR : 72.929 AUROC_max_val (%): 85.539 AUROC_real (%): 75.217

Epoch 443/600
157/157 - 3s - loss: 0.7425 - accuracy: 0.9216 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6784246563911438
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 85.764 78.400 86.460 83.496
	Acc: 0.941 OSCR : 73.064 AUROC_max_val (%): 85.764 AUROC_real (%): 75.552

Epoch 444/600
157/157 - 3s - loss: 0.7610 - accuracy: 0.9196 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6613373160362244
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.325 86.080 78.738 87.138 83.648
	Acc: 0.941 OSCR : 73.979 AUROC_max_val (%): 86.080 AUROC_real (%): 76.348

Epoch 445/600
157/157 - 3s - loss: 0.7468 - accuracy: 0.9214 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.8844297528266907
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.750 85.561 78.850 87.260 82.502
	Acc: 0.930 OSCR : 68.514 AUROC_max_val (%): 85.561 AUROC_real (%): 71.530

Epoch 446/600
157/157 - 3s - loss: 0.7349 - accuracy: 0.9223 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7644283771514893
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 84.752 77.775 85.822 81.327
	Acc: 0.934 OSCR : 69.036 AUROC_max_val (%): 84.752 AUROC_real (%): 71.718

Epoch 447/600
157/157 - 3s - loss: 0.7379 - accuracy: 0.9229 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.60489821434021
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.175 83.379 77.087 83.454 80.709
	Acc: 0.948 OSCR : 74.445 AUROC_max_val (%): 83.379 AUROC_real (%): 76.515

Epoch 448/600
157/157 - 3s - loss: 0.7311 - accuracy: 0.9238 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7376575469970703
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 87.854 80.950 89.340 84.779
	Acc: 0.939 OSCR : 72.944 AUROC_max_val (%): 87.854 AUROC_real (%): 75.852

Epoch 449/600
157/157 - 3s - loss: 0.7338 - accuracy: 0.9215 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):1.1787440776824951
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.525 84.115 76.425 86.022 81.602
	Acc: 0.922 OSCR : 63.397 AUROC_max_val (%): 84.115 AUROC_real (%): 67.082

Epoch 450/600
157/157 - 3s - loss: 0.7267 - accuracy: 0.9244 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5730611085891724
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.200 88.929 81.862 89.986 87.358
	Acc: 0.947 OSCR : 73.067 AUROC_max_val (%): 88.929 AUROC_real (%): 75.296

Epoch 451/600
157/157 - 3s - loss: 0.7399 - accuracy: 0.9215 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6160397529602051
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.875 86.399 78.912 87.348 84.460
	Acc: 0.953 OSCR : 73.407 AUROC_max_val (%): 86.399 AUROC_real (%): 75.346

Epoch 452/600
157/157 - 3s - loss: 0.7384 - accuracy: 0.9233 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7007612586021423
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.025 88.074 81.050 88.984 85.904
	Acc: 0.940 OSCR : 71.992 AUROC_max_val (%): 88.074 AUROC_real (%): 74.666

Epoch 453/600
157/157 - 3s - loss: 0.7243 - accuracy: 0.9237 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5633118152618408
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 84.456 77.750 84.673 82.328
	Acc: 0.950 OSCR : 75.543 AUROC_max_val (%): 84.456 AUROC_real (%): 77.689

Epoch 454/600
157/157 - 3s - loss: 0.7099 - accuracy: 0.9245 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7531468272209167
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.150 74.906 69.300 71.742 74.393
	Acc: 0.945 OSCR : 61.411 AUROC_max_val (%): 74.906 AUROC_real (%): 63.301

Epoch 455/600
157/157 - 3s - loss: 0.7359 - accuracy: 0.9230 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6334108114242554
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.875 82.618 75.900 83.076 80.251
	Acc: 0.939 OSCR : 72.952 AUROC_max_val (%): 82.618 AUROC_real (%): 75.451

Epoch 456/600
157/157 - 3s - loss: 0.7461 - accuracy: 0.9225 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5310444831848145
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.750 88.201 81.100 89.114 86.361
	Acc: 0.952 OSCR : 76.400 AUROC_max_val (%): 88.201 AUROC_real (%): 78.544

Epoch 457/600
157/157 - 3s - loss: 0.7292 - accuracy: 0.9220 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49847790598869324
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.025 84.831 77.688 85.279 82.904
	Acc: 0.952 OSCR : 79.360 AUROC_max_val (%): 84.831 AUROC_real (%): 81.399

Epoch 458/600
157/157 - 3s - loss: 0.6914 - accuracy: 0.9270 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5671796798706055
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.100 88.325 81.237 89.385 86.285
	Acc: 0.953 OSCR : 74.591 AUROC_max_val (%): 88.325 AUROC_real (%): 76.750

Epoch 459/600
157/157 - 3s - loss: 0.7090 - accuracy: 0.9247 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7526892423629761
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 85.537 78.963 86.938 82.680
	Acc: 0.938 OSCR : 72.330 AUROC_max_val (%): 85.537 AUROC_real (%): 74.996

Epoch 460/600
157/157 - 3s - loss: 0.7030 - accuracy: 0.9273 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6163475513458252
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.550 87.746 80.650 89.142 85.187
	Acc: 0.953 OSCR : 71.966 AUROC_max_val (%): 87.746 AUROC_real (%): 74.111

Epoch 461/600
157/157 - 3s - loss: 0.7349 - accuracy: 0.9219 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6051793694496155
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.025 86.130 79.337 87.130 83.567
	Acc: 0.945 OSCR : 71.214 AUROC_max_val (%): 86.130 AUROC_real (%): 73.356

Epoch 462/600
157/157 - 3s - loss: 0.7017 - accuracy: 0.9254 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5501304268836975
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 86.435 79.300 87.567 84.036
	Acc: 0.951 OSCR : 75.296 AUROC_max_val (%): 86.435 AUROC_real (%): 77.440

Epoch 463/600
157/157 - 3s - loss: 0.7044 - accuracy: 0.9264 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5270034074783325
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.975 86.715 79.538 87.127 84.893
	Acc: 0.953 OSCR : 73.175 AUROC_max_val (%): 86.715 AUROC_real (%): 75.180

Epoch 464/600
157/157 - 3s - loss: 0.6842 - accuracy: 0.9263 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7154601812362671
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 83.658 76.500 84.283 81.669
	Acc: 0.944 OSCR : 67.010 AUROC_max_val (%): 83.658 AUROC_real (%): 69.323

Epoch 465/600
157/157 - 3s - loss: 0.7126 - accuracy: 0.9251 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6111127138137817
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.350 85.838 78.950 86.242 83.538
	Acc: 0.954 OSCR : 68.702 AUROC_max_val (%): 85.838 AUROC_real (%): 70.755

Epoch 466/600
157/157 - 3s - loss: 0.6867 - accuracy: 0.9280 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6297858953475952
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.025 84.942 78.200 85.450 82.430
	Acc: 0.951 OSCR : 69.118 AUROC_max_val (%): 84.942 AUROC_real (%): 71.078

Epoch 467/600
157/157 - 3s - loss: 0.6971 - accuracy: 0.9251 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7408524751663208
	accuracy: 0.940750002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.800 87.346 80.388 88.451 84.968
	Acc: 0.941 OSCR : 68.805 AUROC_max_val (%): 87.346 AUROC_real (%): 71.376

Epoch 468/600
157/157 - 3s - loss: 0.6742 - accuracy: 0.9294 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5709916353225708
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.375 85.108 78.775 84.821 82.908
	Acc: 0.949 OSCR : 73.095 AUROC_max_val (%): 85.108 AUROC_real (%): 75.143

Epoch 469/600
157/157 - 3s - loss: 0.6835 - accuracy: 0.9283 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5719220638275146
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.050 86.359 79.300 86.153 84.375
	Acc: 0.946 OSCR : 74.730 AUROC_max_val (%): 86.359 AUROC_real (%): 76.979

Epoch 470/600
157/157 - 3s - loss: 0.6685 - accuracy: 0.9293 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6825659871101379
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 85.421 78.525 85.507 83.654
	Acc: 0.942 OSCR : 73.385 AUROC_max_val (%): 85.421 AUROC_real (%): 75.916

Epoch 471/600
157/157 - 3s - loss: 0.6988 - accuracy: 0.9263 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6442378163337708
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 85.663 79.050 86.374 83.207
	Acc: 0.945 OSCR : 70.756 AUROC_max_val (%): 85.663 AUROC_real (%): 73.052

Epoch 472/600
157/157 - 3s - loss: 0.6655 - accuracy: 0.9287 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5721118450164795
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.850 83.664 77.138 82.978 82.065
	Acc: 0.950 OSCR : 71.891 AUROC_max_val (%): 83.664 AUROC_real (%): 73.867

Epoch 473/600
157/157 - 3s - loss: 0.6572 - accuracy: 0.9313 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5785923004150391
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.175 84.976 78.263 85.281 82.624
	Acc: 0.951 OSCR : 71.084 AUROC_max_val (%): 84.976 AUROC_real (%): 73.055

Epoch 474/600
157/157 - 3s - loss: 0.6827 - accuracy: 0.9301 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.578572690486908
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 84.399 77.438 84.570 82.263
	Acc: 0.950 OSCR : 73.502 AUROC_max_val (%): 84.399 AUROC_real (%): 75.533

Epoch 475/600
157/157 - 3s - loss: 0.6769 - accuracy: 0.9284 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.565409243106842
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 87.034 80.475 88.058 84.108
	Acc: 0.946 OSCR : 81.367 AUROC_max_val (%): 87.034 AUROC_real (%): 83.886

Epoch 476/600
157/157 - 3s - loss: 0.6607 - accuracy: 0.9312 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.544582724571228
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.125 84.661 78.062 85.019 82.227
	Acc: 0.947 OSCR : 76.442 AUROC_max_val (%): 84.661 AUROC_real (%): 78.508

Epoch 477/600
157/157 - 3s - loss: 0.6685 - accuracy: 0.9303 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7017882466316223
	accuracy: 0.9387500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 86.228 79.412 86.724 84.029
	Acc: 0.939 OSCR : 71.143 AUROC_max_val (%): 86.228 AUROC_real (%): 73.842

Epoch 478/600
157/157 - 3s - loss: 0.6440 - accuracy: 0.9312 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.7628989219665527
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.350 82.980 76.075 83.687 79.998
	Acc: 0.940 OSCR : 71.176 AUROC_max_val (%): 82.980 AUROC_real (%): 73.768

Epoch 479/600
157/157 - 3s - loss: 0.6514 - accuracy: 0.9305 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5530602335929871
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.625 86.195 79.200 86.872 83.934
	Acc: 0.950 OSCR : 74.844 AUROC_max_val (%): 86.195 AUROC_real (%): 76.910

Epoch 480/600
157/157 - 3s - loss: 0.6750 - accuracy: 0.9283 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5276926159858704
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.325 81.205 74.950 79.829 79.906
	Acc: 0.951 OSCR : 74.329 AUROC_max_val (%): 81.205 AUROC_real (%): 76.142

Epoch 481/600
157/157 - 3s - loss: 0.6648 - accuracy: 0.9287 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6362805962562561
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.125 81.892 75.200 80.506 80.656
	Acc: 0.947 OSCR : 72.167 AUROC_max_val (%): 81.892 AUROC_real (%): 74.482

Epoch 482/600
157/157 - 3s - loss: 0.6396 - accuracy: 0.9322 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.642863392829895
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.925 84.629 77.500 85.225 82.535
	Acc: 0.950 OSCR : 70.130 AUROC_max_val (%): 84.629 AUROC_real (%): 72.173

Epoch 483/600
157/157 - 3s - loss: 0.6345 - accuracy: 0.9322 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5226365327835083
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.150 86.344 80.088 86.984 84.002
	Acc: 0.953 OSCR : 74.610 AUROC_max_val (%): 86.344 AUROC_real (%): 76.521

Epoch 484/600
157/157 - 3s - loss: 0.6633 - accuracy: 0.9322 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6637998223304749
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 82.236 75.900 81.303 80.912
	Acc: 0.952 OSCR : 65.909 AUROC_max_val (%): 82.236 AUROC_real (%): 67.656

Epoch 485/600
157/157 - 3s - loss: 0.6324 - accuracy: 0.9340 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5362167358398438
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.850 86.764 79.875 86.772 85.037
	Acc: 0.952 OSCR : 76.137 AUROC_max_val (%): 86.764 AUROC_real (%): 78.124

Epoch 486/600
157/157 - 3s - loss: 0.6439 - accuracy: 0.9307 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6052339673042297
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.775 86.825 80.013 87.355 84.473
	Acc: 0.945 OSCR : 74.709 AUROC_max_val (%): 86.825 AUROC_real (%): 77.107

Epoch 487/600
157/157 - 3s - loss: 0.6296 - accuracy: 0.9329 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6139395236968994
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.775 85.645 79.287 85.818 83.162
	Acc: 0.951 OSCR : 69.160 AUROC_max_val (%): 85.645 AUROC_real (%): 71.038

Epoch 488/600
157/157 - 3s - loss: 0.6301 - accuracy: 0.9331 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5948236584663391
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 82.760 76.087 82.039 81.034
	Acc: 0.952 OSCR : 72.931 AUROC_max_val (%): 82.760 AUROC_real (%): 74.952

Epoch 489/600
157/157 - 3s - loss: 0.6265 - accuracy: 0.9341 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5228912830352783
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.575 88.046 81.300 88.974 85.758
	Acc: 0.954 OSCR : 73.099 AUROC_max_val (%): 88.046 AUROC_real (%): 74.979

Epoch 490/600
157/157 - 3s - loss: 0.6209 - accuracy: 0.9338 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5654380917549133
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.175 85.675 78.900 85.628 84.178
	Acc: 0.949 OSCR : 73.201 AUROC_max_val (%): 85.675 AUROC_real (%): 75.315

Epoch 491/600
157/157 - 3s - loss: 0.6172 - accuracy: 0.9342 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5465046167373657
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.525 84.115 77.737 84.425 81.698
	Acc: 0.951 OSCR : 74.117 AUROC_max_val (%): 84.115 AUROC_real (%): 76.017

Epoch 492/600
157/157 - 3s - loss: 0.6110 - accuracy: 0.9347 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.6562048196792603
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.350 79.975 74.625 77.709 78.318
	Acc: 0.941 OSCR : 71.983 AUROC_max_val (%): 79.975 AUROC_real (%): 74.153

Epoch 493/600
157/157 - 3s - loss: 0.6086 - accuracy: 0.9350 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.5582712292671204
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.325 87.774 80.963 88.241 85.759
	Acc: 0.949 OSCR : 75.230 AUROC_max_val (%): 87.774 AUROC_real (%): 77.307

Epoch 494/600
157/157 - 3s - loss: 0.6300 - accuracy: 0.9338 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5771151781082153
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.725 86.048 79.275 86.387 84.476
	Acc: 0.955 OSCR : 71.868 AUROC_max_val (%): 86.048 AUROC_real (%): 73.637

Epoch 495/600
157/157 - 3s - loss: 0.6259 - accuracy: 0.9340 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.5337663292884827
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.775 87.999 80.862 88.960 85.708
	Acc: 0.951 OSCR : 76.146 AUROC_max_val (%): 87.999 AUROC_real (%): 78.264

Epoch 496/600
157/157 - 3s - loss: 0.6322 - accuracy: 0.9336 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5823238492012024
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 84.931 77.925 84.806 82.916
	Acc: 0.955 OSCR : 70.096 AUROC_max_val (%): 84.931 AUROC_real (%): 71.972

Epoch 497/600
157/157 - 3s - loss: 0.6036 - accuracy: 0.9357 - 3s/epoch - 20ms/step
Test results :
	Loss (on known):0.5985579490661621
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 81.696 74.450 81.300 80.637
	Acc: 0.951 OSCR : 69.890 AUROC_max_val (%): 81.696 AUROC_real (%): 71.830

Epoch 498/600
157/157 - 3s - loss: 0.6008 - accuracy: 0.9362 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5678669214248657
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.950 86.532 79.362 87.320 84.326
	Acc: 0.956 OSCR : 72.486 AUROC_max_val (%): 86.532 AUROC_real (%): 74.204

Epoch 499/600
157/157 - 3s - loss: 0.5958 - accuracy: 0.9381 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5159952044487
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 85.915 79.050 86.252 83.569
	Acc: 0.956 OSCR : 73.762 AUROC_max_val (%): 85.915 AUROC_real (%): 75.646

Epoch 500/600
157/157 - 3s - loss: 0.6182 - accuracy: 0.9348 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5731473565101624
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.475 81.304 75.425 78.562 80.539
	Acc: 0.951 OSCR : 70.512 AUROC_max_val (%): 81.304 AUROC_real (%): 72.383

Epoch 501/600
157/157 - 3s - loss: 0.5768 - accuracy: 0.9402 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5044476985931396
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.350 85.853 78.388 86.180 84.264
	Acc: 0.957 OSCR : 72.275 AUROC_max_val (%): 85.853 AUROC_real (%): 74.056

Epoch 502/600
157/157 - 3s - loss: 0.6127 - accuracy: 0.9362 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5106402039527893
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.750 82.249 76.425 79.724 80.886
	Acc: 0.951 OSCR : 74.886 AUROC_max_val (%): 82.249 AUROC_real (%): 76.717

Epoch 503/600
157/157 - 3s - loss: 0.5973 - accuracy: 0.9373 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5179001092910767
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.750 83.339 76.862 81.979 82.407
	Acc: 0.957 OSCR : 73.573 AUROC_max_val (%): 83.339 AUROC_real (%): 75.340

Epoch 504/600
157/157 - 3s - loss: 0.6066 - accuracy: 0.9366 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48229625821113586
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.350 85.159 78.137 85.585 83.180
	Acc: 0.954 OSCR : 72.913 AUROC_max_val (%): 85.159 AUROC_real (%): 74.676

Epoch 505/600
157/157 - 3s - loss: 0.5936 - accuracy: 0.9351 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4684602916240692
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.625 86.883 80.163 87.049 84.835
	Acc: 0.957 OSCR : 75.739 AUROC_max_val (%): 86.883 AUROC_real (%): 77.449

Epoch 506/600
157/157 - 3s - loss: 0.5892 - accuracy: 0.9367 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5428497195243835
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.650 88.014 81.788 88.149 85.664
	Acc: 0.952 OSCR : 74.613 AUROC_max_val (%): 88.014 AUROC_real (%): 76.607

Epoch 507/600
157/157 - 3s - loss: 0.5791 - accuracy: 0.9403 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5161952376365662
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.725 83.142 77.138 83.360 80.170
	Acc: 0.954 OSCR : 72.838 AUROC_max_val (%): 83.142 AUROC_real (%): 74.510

Epoch 508/600
157/157 - 3s - loss: 0.6035 - accuracy: 0.9360 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5472959280014038
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.525 83.371 76.162 83.267 81.779
	Acc: 0.958 OSCR : 68.623 AUROC_max_val (%): 83.371 AUROC_real (%): 70.209

Epoch 509/600
157/157 - 3s - loss: 0.5929 - accuracy: 0.9365 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5902001261711121
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.925 82.587 76.388 80.950 81.860
	Acc: 0.956 OSCR : 71.702 AUROC_max_val (%): 82.587 AUROC_real (%): 73.564

Epoch 510/600
157/157 - 3s - loss: 0.5530 - accuracy: 0.9409 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4949464797973633
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.825 85.174 78.650 85.034 83.176
	Acc: 0.958 OSCR : 71.434 AUROC_max_val (%): 85.174 AUROC_real (%): 73.152

Epoch 511/600
157/157 - 3s - loss: 0.5751 - accuracy: 0.9383 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5093355178833008
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.825 86.382 80.213 86.489 84.473
	Acc: 0.956 OSCR : 74.134 AUROC_max_val (%): 86.382 AUROC_real (%): 76.006

Epoch 512/600
157/157 - 3s - loss: 0.5778 - accuracy: 0.9390 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5576038956642151
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 83.929 77.775 82.866 81.790
	Acc: 0.953 OSCR : 71.326 AUROC_max_val (%): 83.929 AUROC_real (%): 73.180

Epoch 513/600
157/157 - 3s - loss: 0.5730 - accuracy: 0.9410 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5593277215957642
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.325 85.767 78.900 85.487 83.799
	Acc: 0.955 OSCR : 72.403 AUROC_max_val (%): 85.767 AUROC_real (%): 74.375

Epoch 514/600
157/157 - 3s - loss: 0.5780 - accuracy: 0.9373 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5235846638679504
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 85.533 78.950 85.841 83.454
	Acc: 0.956 OSCR : 74.299 AUROC_max_val (%): 85.533 AUROC_real (%): 76.188

Epoch 515/600
157/157 - 3s - loss: 0.5780 - accuracy: 0.9380 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5535765290260315
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.650 86.520 80.038 86.927 84.265
	Acc: 0.950 OSCR : 73.401 AUROC_max_val (%): 86.520 AUROC_real (%): 75.435

Epoch 516/600
157/157 - 3s - loss: 0.5442 - accuracy: 0.9419 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5609885454177856
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.925 88.281 81.312 89.045 86.236
	Acc: 0.953 OSCR : 73.120 AUROC_max_val (%): 88.281 AUROC_real (%): 75.201

Epoch 517/600
157/157 - 3s - loss: 0.5502 - accuracy: 0.9409 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5205469727516174
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 85.078 78.300 84.980 83.357
	Acc: 0.954 OSCR : 70.527 AUROC_max_val (%): 85.078 AUROC_real (%): 72.333

Epoch 518/600
157/157 - 3s - loss: 0.5459 - accuracy: 0.9416 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5082826614379883
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.575 86.888 80.525 86.593 84.895
	Acc: 0.955 OSCR : 75.416 AUROC_max_val (%): 86.888 AUROC_real (%): 77.308

Epoch 519/600
157/157 - 3s - loss: 0.5626 - accuracy: 0.9406 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5719649791717529
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.475 87.085 80.100 87.647 84.897
	Acc: 0.953 OSCR : 73.989 AUROC_max_val (%): 87.085 AUROC_real (%): 76.029

Epoch 520/600
157/157 - 3s - loss: 0.5564 - accuracy: 0.9413 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5404247045516968
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 87.508 81.263 87.574 85.540
	Acc: 0.952 OSCR : 74.433 AUROC_max_val (%): 87.508 AUROC_real (%): 76.411

Epoch 521/600
157/157 - 3s - loss: 0.5475 - accuracy: 0.9417 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.551940381526947
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.675 86.611 79.825 87.728 84.030
	Acc: 0.950 OSCR : 73.723 AUROC_max_val (%): 86.611 AUROC_real (%): 75.687

Epoch 522/600
157/157 - 3s - loss: 0.5554 - accuracy: 0.9401 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49179843068122864
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.750 86.872 79.838 87.381 84.809
	Acc: 0.952 OSCR : 77.542 AUROC_max_val (%): 86.872 AUROC_real (%): 79.518

Epoch 523/600
157/157 - 3s - loss: 0.5564 - accuracy: 0.9405 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5040318965911865
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 84.736 78.325 84.542 82.778
	Acc: 0.954 OSCR : 75.469 AUROC_max_val (%): 84.736 AUROC_real (%): 77.390

Epoch 524/600
157/157 - 3s - loss: 0.5444 - accuracy: 0.9434 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46782466769218445
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.975 87.277 80.688 87.601 85.543
	Acc: 0.956 OSCR : 78.981 AUROC_max_val (%): 87.277 AUROC_real (%): 80.930

Epoch 525/600
157/157 - 3s - loss: 0.5619 - accuracy: 0.9400 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4400388300418854
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 84.806 78.213 84.397 83.042
	Acc: 0.959 OSCR : 76.227 AUROC_max_val (%): 84.806 AUROC_real (%): 77.826

Epoch 526/600
157/157 - 3s - loss: 0.5414 - accuracy: 0.9434 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5200616121292114
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 87.620 81.100 87.991 85.235
	Acc: 0.955 OSCR : 74.728 AUROC_max_val (%): 87.620 AUROC_real (%): 76.652

Epoch 527/600
157/157 - 3s - loss: 0.5561 - accuracy: 0.9416 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.49428385496139526
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.475 88.408 81.750 89.212 86.226
	Acc: 0.956 OSCR : 77.293 AUROC_max_val (%): 88.408 AUROC_real (%): 79.234

Epoch 528/600
157/157 - 3s - loss: 0.5289 - accuracy: 0.9431 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45764806866645813
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.650 87.837 81.088 88.176 85.952
	Acc: 0.958 OSCR : 77.035 AUROC_max_val (%): 87.837 AUROC_real (%): 78.877

Epoch 529/600
157/157 - 3s - loss: 0.5406 - accuracy: 0.9422 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5282271504402161
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.425 83.877 77.212 83.513 82.242
	Acc: 0.955 OSCR : 72.286 AUROC_max_val (%): 83.877 AUROC_real (%): 74.192

Epoch 530/600
157/157 - 3s - loss: 0.5141 - accuracy: 0.9449 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47698983550071716
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.750 83.984 77.225 83.098 82.662
	Acc: 0.957 OSCR : 74.455 AUROC_max_val (%): 83.984 AUROC_real (%): 76.245

Epoch 531/600
157/157 - 3s - loss: 0.5296 - accuracy: 0.9441 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4983634054660797
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 87.587 80.975 88.599 85.293
	Acc: 0.962 OSCR : 71.879 AUROC_max_val (%): 87.587 AUROC_real (%): 73.441

Epoch 532/600
157/157 - 3s - loss: 0.5241 - accuracy: 0.9439 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4934852719306946
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.125 85.689 79.300 85.601 84.005
	Acc: 0.954 OSCR : 76.666 AUROC_max_val (%): 85.689 AUROC_real (%): 78.606

Epoch 533/600
157/157 - 3s - loss: 0.4986 - accuracy: 0.9476 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.48291894793510437
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.575 84.771 78.250 84.712 83.162
	Acc: 0.958 OSCR : 73.963 AUROC_max_val (%): 84.771 AUROC_real (%): 75.749

Epoch 534/600
157/157 - 3s - loss: 0.4983 - accuracy: 0.9473 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5292753577232361
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.475 85.786 79.275 85.871 83.846
	Acc: 0.959 OSCR : 71.343 AUROC_max_val (%): 85.786 AUROC_real (%): 73.090

Epoch 535/600
157/157 - 3s - loss: 0.5285 - accuracy: 0.9423 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46109527349472046
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.475 88.136 81.575 88.359 86.489
	Acc: 0.958 OSCR : 77.027 AUROC_max_val (%): 88.136 AUROC_real (%): 78.840

Epoch 536/600
157/157 - 3s - loss: 0.5073 - accuracy: 0.9465 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45626965165138245
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 86.465 79.750 86.223 85.067
	Acc: 0.958 OSCR : 75.907 AUROC_max_val (%): 86.465 AUROC_real (%): 77.665

Epoch 537/600
157/157 - 3s - loss: 0.5071 - accuracy: 0.9464 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4501240849494934
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.175 87.034 80.325 87.368 85.396
	Acc: 0.959 OSCR : 74.232 AUROC_max_val (%): 87.034 AUROC_real (%): 75.920

Epoch 538/600
157/157 - 3s - loss: 0.5098 - accuracy: 0.9449 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4512021839618683
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.150 87.846 80.763 88.238 86.245
	Acc: 0.958 OSCR : 74.890 AUROC_max_val (%): 87.846 AUROC_real (%): 76.600

Epoch 539/600
157/157 - 3s - loss: 0.5110 - accuracy: 0.9452 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4524422883987427
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.025 87.632 80.637 88.051 85.896
	Acc: 0.959 OSCR : 75.909 AUROC_max_val (%): 87.632 AUROC_real (%): 77.597

Epoch 540/600
157/157 - 3s - loss: 0.5015 - accuracy: 0.9473 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4927113354206085
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.375 88.134 81.513 89.095 85.898
	Acc: 0.956 OSCR : 75.520 AUROC_max_val (%): 88.134 AUROC_real (%): 77.410

Epoch 541/600
157/157 - 3s - loss: 0.4735 - accuracy: 0.9506 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4531863331794739
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 86.824 79.975 86.944 85.101
	Acc: 0.958 OSCR : 76.454 AUROC_max_val (%): 86.824 AUROC_real (%): 78.225

Epoch 542/600
157/157 - 3s - loss: 0.4966 - accuracy: 0.9458 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4368157684803009
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.575 86.945 79.925 87.265 85.130
	Acc: 0.959 OSCR : 77.196 AUROC_max_val (%): 86.945 AUROC_real (%): 78.850

Epoch 543/600
157/157 - 3s - loss: 0.5189 - accuracy: 0.9442 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4805038869380951
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 87.753 81.062 88.089 85.909
	Acc: 0.956 OSCR : 75.910 AUROC_max_val (%): 87.753 AUROC_real (%): 77.698

Epoch 544/600
157/157 - 3s - loss: 0.4741 - accuracy: 0.9495 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47654423117637634
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.150 87.843 81.150 88.084 86.003
	Acc: 0.955 OSCR : 77.662 AUROC_max_val (%): 87.843 AUROC_real (%): 79.537

Epoch 545/600
157/157 - 3s - loss: 0.4976 - accuracy: 0.9478 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4982648193836212
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 86.965 79.900 87.315 85.134
	Acc: 0.956 OSCR : 74.435 AUROC_max_val (%): 86.965 AUROC_real (%): 76.240

Epoch 546/600
157/157 - 3s - loss: 0.5025 - accuracy: 0.9470 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4671207368373871
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.025 86.867 80.125 87.089 85.179
	Acc: 0.957 OSCR : 76.527 AUROC_max_val (%): 86.867 AUROC_real (%): 78.331

Epoch 547/600
157/157 - 3s - loss: 0.4787 - accuracy: 0.9492 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.5210708975791931
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.075 87.901 80.950 88.659 85.932
	Acc: 0.956 OSCR : 73.728 AUROC_max_val (%): 87.901 AUROC_real (%): 75.668

Epoch 548/600
157/157 - 3s - loss: 0.4916 - accuracy: 0.9470 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4763229489326477
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.450 88.643 81.475 89.269 87.146
	Acc: 0.960 OSCR : 75.850 AUROC_max_val (%): 88.643 AUROC_real (%): 77.627

Epoch 549/600
157/157 - 3s - loss: 0.4899 - accuracy: 0.9497 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46044549345970154
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.050 87.786 81.025 88.033 86.202
	Acc: 0.958 OSCR : 77.416 AUROC_max_val (%): 87.786 AUROC_real (%): 79.256

Epoch 550/600
157/157 - 3s - loss: 0.4877 - accuracy: 0.9481 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.46929895877838135
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 86.807 80.312 86.934 85.046
	Acc: 0.956 OSCR : 75.206 AUROC_max_val (%): 86.807 AUROC_real (%): 76.978

Epoch 551/600
157/157 - 3s - loss: 0.4827 - accuracy: 0.9495 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.47382935881614685
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.075 86.970 80.113 87.125 85.455
	Acc: 0.957 OSCR : 75.725 AUROC_max_val (%): 86.970 AUROC_real (%): 77.522

Epoch 552/600
157/157 - 3s - loss: 0.4793 - accuracy: 0.9499 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4546821415424347
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.150 88.580 81.987 88.946 86.897
	Acc: 0.960 OSCR : 76.843 AUROC_max_val (%): 88.580 AUROC_real (%): 78.612

Epoch 553/600
157/157 - 3s - loss: 0.4775 - accuracy: 0.9502 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4485350549221039
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.175 88.365 81.863 88.753 86.717
	Acc: 0.959 OSCR : 77.027 AUROC_max_val (%): 88.365 AUROC_real (%): 78.697

Epoch 554/600
157/157 - 3s - loss: 0.4708 - accuracy: 0.9488 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4492611289024353
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.975 88.803 82.362 89.308 87.154
	Acc: 0.960 OSCR : 77.771 AUROC_max_val (%): 88.803 AUROC_real (%): 79.510

Epoch 555/600
157/157 - 3s - loss: 0.4856 - accuracy: 0.9483 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4523807764053345
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.500 88.859 82.150 89.383 87.245
	Acc: 0.961 OSCR : 78.070 AUROC_max_val (%): 88.859 AUROC_real (%): 79.845

Epoch 556/600
157/157 - 3s - loss: 0.4869 - accuracy: 0.9487 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45073574781417847
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.425 87.166 80.312 87.270 86.020
	Acc: 0.961 OSCR : 75.613 AUROC_max_val (%): 87.166 AUROC_real (%): 77.269

Epoch 557/600
157/157 - 3s - loss: 0.4811 - accuracy: 0.9505 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4817779064178467
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 87.600 80.838 87.901 85.923
	Acc: 0.958 OSCR : 75.400 AUROC_max_val (%): 87.600 AUROC_real (%): 77.137

Epoch 558/600
157/157 - 3s - loss: 0.4598 - accuracy: 0.9521 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.42491766810417175
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.750 85.481 78.938 84.937 83.803
	Acc: 0.961 OSCR : 76.221 AUROC_max_val (%): 85.481 AUROC_real (%): 77.768

Epoch 559/600
157/157 - 3s - loss: 0.4956 - accuracy: 0.9474 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4606625735759735
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.625 86.005 79.200 85.851 84.763
	Acc: 0.959 OSCR : 75.366 AUROC_max_val (%): 86.005 AUROC_real (%): 77.081

Epoch 560/600
157/157 - 3s - loss: 0.4795 - accuracy: 0.9489 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4432009756565094
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.675 87.291 80.575 87.550 85.692
	Acc: 0.959 OSCR : 77.460 AUROC_max_val (%): 87.291 AUROC_real (%): 79.171

Epoch 561/600
157/157 - 3s - loss: 0.4717 - accuracy: 0.9496 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.455280065536499
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.475 86.378 79.725 85.758 84.999
	Acc: 0.962 OSCR : 74.393 AUROC_max_val (%): 86.378 AUROC_real (%): 76.047

Epoch 562/600
157/157 - 3s - loss: 0.4749 - accuracy: 0.9489 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4406680762767792
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.925 88.033 81.188 88.272 86.259
	Acc: 0.960 OSCR : 76.686 AUROC_max_val (%): 88.033 AUROC_real (%): 78.349

Epoch 563/600
157/157 - 3s - loss: 0.4729 - accuracy: 0.9492 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4626222550868988
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.250 88.401 81.750 88.954 86.624
	Acc: 0.960 OSCR : 75.935 AUROC_max_val (%): 88.401 AUROC_real (%): 77.677

Epoch 564/600
157/157 - 3s - loss: 0.4853 - accuracy: 0.9482 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4645502269268036
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.275 88.118 81.562 88.383 86.243
	Acc: 0.961 OSCR : 75.264 AUROC_max_val (%): 88.118 AUROC_real (%): 76.944

Epoch 565/600
157/157 - 3s - loss: 0.4642 - accuracy: 0.9509 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4662812054157257
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 86.358 79.862 86.013 84.697
	Acc: 0.959 OSCR : 75.021 AUROC_max_val (%): 86.358 AUROC_real (%): 76.650

Epoch 566/600
157/157 - 3s - loss: 0.4762 - accuracy: 0.9498 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4334971308708191
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.450 85.828 78.950 85.329 84.751
	Acc: 0.960 OSCR : 75.641 AUROC_max_val (%): 85.828 AUROC_real (%): 77.223

Epoch 567/600
157/157 - 3s - loss: 0.4610 - accuracy: 0.9513 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4608059823513031
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.575 86.894 80.150 86.818 85.501
	Acc: 0.957 OSCR : 76.035 AUROC_max_val (%): 86.894 AUROC_real (%): 77.758

Epoch 568/600
157/157 - 3s - loss: 0.4694 - accuracy: 0.9499 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4643241763114929
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.875 88.097 81.388 88.402 86.462
	Acc: 0.959 OSCR : 74.822 AUROC_max_val (%): 88.097 AUROC_real (%): 76.495

Epoch 569/600
157/157 - 3s - loss: 0.4673 - accuracy: 0.9503 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45832154154777527
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.450 86.288 79.763 85.797 84.980
	Acc: 0.961 OSCR : 75.488 AUROC_max_val (%): 86.288 AUROC_real (%): 77.144

Epoch 570/600
157/157 - 3s - loss: 0.4604 - accuracy: 0.9513 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45020201802253723
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.850 86.651 80.312 86.277 85.243
	Acc: 0.960 OSCR : 74.638 AUROC_max_val (%): 86.651 AUROC_real (%): 76.267

Epoch 571/600
157/157 - 3s - loss: 0.4560 - accuracy: 0.9509 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4567919373512268
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.275 87.422 80.725 87.473 85.839
	Acc: 0.960 OSCR : 75.090 AUROC_max_val (%): 87.422 AUROC_real (%): 76.751

Epoch 572/600
157/157 - 3s - loss: 0.4653 - accuracy: 0.9500 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4646928906440735
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.075 87.190 80.312 87.284 85.564
	Acc: 0.961 OSCR : 74.092 AUROC_max_val (%): 87.190 AUROC_real (%): 75.750

Epoch 573/600
157/157 - 3s - loss: 0.4570 - accuracy: 0.9528 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44354259967803955
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.625 88.216 81.550 88.543 86.295
	Acc: 0.961 OSCR : 76.457 AUROC_max_val (%): 88.216 AUROC_real (%): 78.092

Epoch 574/600
157/157 - 3s - loss: 0.4648 - accuracy: 0.9517 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4571683704853058
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.175 87.324 80.613 87.265 85.831
	Acc: 0.960 OSCR : 74.284 AUROC_max_val (%): 87.324 AUROC_real (%): 75.922

Epoch 575/600
157/157 - 3s - loss: 0.4542 - accuracy: 0.9519 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4666779041290283
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.975 87.662 81.100 87.686 85.987
	Acc: 0.960 OSCR : 74.755 AUROC_max_val (%): 87.662 AUROC_real (%): 76.409

Epoch 576/600
157/157 - 3s - loss: 0.4594 - accuracy: 0.9516 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4732387363910675
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.075 87.333 80.600 87.331 85.780
	Acc: 0.958 OSCR : 74.939 AUROC_max_val (%): 87.333 AUROC_real (%): 76.672

Epoch 577/600
157/157 - 3s - loss: 0.4610 - accuracy: 0.9513 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44481775164604187
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 87.643 80.888 87.785 86.031
	Acc: 0.961 OSCR : 75.358 AUROC_max_val (%): 87.643 AUROC_real (%): 76.986

Epoch 578/600
157/157 - 3s - loss: 0.4769 - accuracy: 0.9488 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4386475086212158
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.875 87.401 80.487 87.362 85.950
	Acc: 0.963 OSCR : 75.382 AUROC_max_val (%): 87.401 AUROC_real (%): 76.969

Epoch 579/600
157/157 - 3s - loss: 0.4574 - accuracy: 0.9516 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4473329782485962
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.275 87.456 80.587 87.358 86.118
	Acc: 0.962 OSCR : 75.356 AUROC_max_val (%): 87.456 AUROC_real (%): 76.981

Epoch 580/600
157/157 - 3s - loss: 0.4450 - accuracy: 0.9516 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.45446738600730896
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.525 87.434 80.600 87.294 86.096
	Acc: 0.961 OSCR : 75.366 AUROC_max_val (%): 87.434 AUROC_real (%): 77.013

Epoch 581/600
157/157 - 3s - loss: 0.4673 - accuracy: 0.9503 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4444150924682617
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 86.881 79.963 86.478 85.714
	Acc: 0.962 OSCR : 75.472 AUROC_max_val (%): 86.881 AUROC_real (%): 77.087

Epoch 582/600
157/157 - 3s - loss: 0.4501 - accuracy: 0.9529 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4452792704105377
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.175 86.348 79.538 85.686 85.299
	Acc: 0.962 OSCR : 75.170 AUROC_max_val (%): 86.348 AUROC_real (%): 76.767

Epoch 583/600
157/157 - 3s - loss: 0.4600 - accuracy: 0.9517 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4349301755428314
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.150 86.350 79.788 85.642 85.223
	Acc: 0.962 OSCR : 75.916 AUROC_max_val (%): 86.350 AUROC_real (%): 77.501

Epoch 584/600
157/157 - 3s - loss: 0.4377 - accuracy: 0.9538 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43884366750717163
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.100 86.462 79.938 85.887 85.118
	Acc: 0.962 OSCR : 75.776 AUROC_max_val (%): 86.462 AUROC_real (%): 77.360

Epoch 585/600
157/157 - 3s - loss: 0.4471 - accuracy: 0.9527 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4458216726779938
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 86.603 80.025 86.148 85.222
	Acc: 0.962 OSCR : 75.500 AUROC_max_val (%): 86.603 AUROC_real (%): 77.113

Epoch 586/600
157/157 - 3s - loss: 0.4505 - accuracy: 0.9518 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4386853277683258
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.750 86.881 80.400 86.519 85.584
	Acc: 0.964 OSCR : 75.680 AUROC_max_val (%): 86.881 AUROC_real (%): 77.265

Epoch 587/600
157/157 - 3s - loss: 0.4512 - accuracy: 0.9520 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4339313209056854
	accuracy: 0.9627500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.825 86.886 80.138 86.529 85.663
	Acc: 0.963 OSCR : 76.062 AUROC_max_val (%): 86.886 AUROC_real (%): 77.656

Epoch 588/600
157/157 - 3s - loss: 0.4448 - accuracy: 0.9529 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4345197379589081
	accuracy: 0.9635000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.450 86.688 80.025 86.249 85.496
	Acc: 0.964 OSCR : 75.814 AUROC_max_val (%): 86.688 AUROC_real (%): 77.393

Epoch 589/600
157/157 - 3s - loss: 0.4531 - accuracy: 0.9520 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4441772997379303
	accuracy: 0.9632499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.000 86.852 80.150 86.486 85.571
	Acc: 0.963 OSCR : 75.311 AUROC_max_val (%): 86.852 AUROC_real (%): 76.905

Epoch 590/600
157/157 - 3s - loss: 0.4598 - accuracy: 0.9513 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4351258873939514
	accuracy: 0.9632499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.325 86.644 79.938 86.228 85.384
	Acc: 0.963 OSCR : 75.625 AUROC_max_val (%): 86.644 AUROC_real (%): 77.200

Epoch 591/600
157/157 - 3s - loss: 0.4486 - accuracy: 0.9518 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43835684657096863
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.775 86.659 79.987 86.226 85.408
	Acc: 0.963 OSCR : 75.425 AUROC_max_val (%): 86.659 AUROC_real (%): 77.007

Epoch 592/600
157/157 - 3s - loss: 0.4445 - accuracy: 0.9538 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4333890974521637
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.875 86.842 80.150 86.493 85.565
	Acc: 0.962 OSCR : 75.599 AUROC_max_val (%): 86.842 AUROC_real (%): 77.177

Epoch 593/600
157/157 - 3s - loss: 0.4539 - accuracy: 0.9510 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43323469161987305
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.525 87.011 80.350 86.753 85.651
	Acc: 0.962 OSCR : 76.207 AUROC_max_val (%): 87.011 AUROC_real (%): 77.804

Epoch 594/600
157/157 - 3s - loss: 0.4509 - accuracy: 0.9519 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43470141291618347
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.350 86.869 80.238 86.526 85.566
	Acc: 0.963 OSCR : 75.979 AUROC_max_val (%): 86.869 AUROC_real (%): 77.569

Epoch 595/600
157/157 - 3s - loss: 0.4293 - accuracy: 0.9550 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4340861737728119
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.475 86.946 80.350 86.650 85.616
	Acc: 0.963 OSCR : 76.128 AUROC_max_val (%): 86.946 AUROC_real (%): 77.726

Epoch 596/600
157/157 - 3s - loss: 0.4563 - accuracy: 0.9512 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4331032633781433
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 86.917 80.300 86.589 85.593
	Acc: 0.962 OSCR : 76.338 AUROC_max_val (%): 86.917 AUROC_real (%): 77.936

Epoch 597/600
157/157 - 3s - loss: 0.4514 - accuracy: 0.9512 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4383556544780731
	accuracy: 0.9627500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.325 86.719 80.062 86.334 85.402
	Acc: 0.963 OSCR : 75.781 AUROC_max_val (%): 86.719 AUROC_real (%): 77.370

Epoch 598/600
157/157 - 3s - loss: 0.4544 - accuracy: 0.9515 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.44035106897354126
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.075 86.773 80.175 86.420 85.453
	Acc: 0.963 OSCR : 75.760 AUROC_max_val (%): 86.773 AUROC_real (%): 77.360

Epoch 599/600
157/157 - 3s - loss: 0.4489 - accuracy: 0.9531 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.43525972962379456
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.325 86.821 80.188 86.488 85.500
	Acc: 0.963 OSCR : 76.210 AUROC_max_val (%): 86.821 AUROC_real (%): 77.808

Epoch 600/600
157/157 - 3s - loss: 0.4429 - accuracy: 0.9527 - 3s/epoch - 21ms/step
Test results :
	Loss (on known):0.4389377236366272
	accuracy: 0.9627500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.425 86.757 80.125 86.385 85.464
	Acc: 0.963 OSCR : 75.738 AUROC_max_val (%): 86.757 AUROC_real (%): 77.331

--- Execution time : 0:41:16.143723 ---
Closed set loss: 0.43893772
Closed set metrics:
accuracy: 0.9627500176429749 

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32/32 [==============================] - 0s 4ms/step
W0905 09:57:32.813144 22865000335040 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 09:57:32.814004 22865000335040 utils.py:108] Saving model in results/benchmark_osr//standard_vgg32/dist/cifar+50//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 09:57:32.814172 22865000335040 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 09:57:34.556931 22865000335040 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+50//split-3/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 09:57:35.089370 22865000335040 builder_impl.py:797] Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar+50//split-3/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 09:57:35.155750 22865000335040 utils.py:112] Saving history in results/benchmark_osr//standard_vgg32/dist/cifar+50//split-3/nb_f-5/anchor_mul-10/max_d-12.649/history.pkl
AUROC score: 0.7733116874999999
