I0905 06:16:01.081887 22833066477248 utils.py:90] Saving flags in results/benchmark_osr//standard_vgg32/dist/cifar10//split-0/nb_f-5/anchor_mul-10/max_d-12.649/flags.txt
I0905 06:16:01.090704 22833066477248 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 06:16:01.097862 22833066477248 dataset_builder.py:528] Reusing dataset cifar10 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2)
I0905 06:16:02.391041 22833066477248 logging_logger.py:49] Constructing tf.data.Dataset cifar10 for split ['train', 'test'], from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
nb_train_examples: 30000
ds_test_k_size: 4000
ds_test_uk_size: 4000
Dataset: cifar10
Known classes: [0, 6, 4, 9, 1, 7]
Unknown classes: [2, 3, 5, 8]
--- Data preprocessing time : 0:00:08.051183 ---
Model: "model"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_2 (InputLayer)        [(None, 32, 32, 3)]       0         
                                                                 
 rescaling (Rescaling)       (None, 32, 32, 3)         0         
                                                                 
 normalization (Normalizatio  (None, 32, 32, 3)        0         
 n)                                                              
                                                                 
 dropout (Dropout)           (None, 32, 32, 3)         0         
                                                                 
 conv2d (Conv2D)             (None, 32, 32, 64)        1728      
                                                                 
 batch_normalization (BatchN  (None, 32, 32, 64)       256       
 ormalization)                                                   
                                                                 
 leaky_re_lu (LeakyReLU)     (None, 32, 32, 64)        0         
                                                                 
 conv2d_1 (Conv2D)           (None, 32, 32, 64)        36864     
                                                                 
 batch_normalization_1 (Batc  (None, 32, 32, 64)       256       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_1 (LeakyReLU)   (None, 32, 32, 64)        0         
                                                                 
 conv2d_2 (Conv2D)           (None, 16, 16, 128)       73728     
                                                                 
 batch_normalization_2 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_2 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 dropout_1 (Dropout)         (None, 16, 16, 128)       0         
                                                                 
 conv2d_3 (Conv2D)           (None, 16, 16, 128)       147456    
                                                                 
 batch_normalization_3 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_3 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 conv2d_4 (Conv2D)           (None, 16, 16, 128)       147456    
                                                                 
 batch_normalization_4 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_4 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 conv2d_5 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_5 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_5 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 dropout_2 (Dropout)         (None, 8, 8, 128)         0         
                                                                 
 conv2d_6 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_6 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_6 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 conv2d_7 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_7 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_7 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 conv2d_8 (Conv2D)           (None, 4, 4, 128)         147456    
                                                                 
 batch_normalization_8 (Batc  (None, 4, 4, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_8 (LeakyReLU)   (None, 4, 4, 128)         0         
                                                                 
 conv2d_9 (Conv2D)           (None, 4, 4, 30)          34560     
                                                                 
 features_layer (GlobalAvera  (None, 30)               0         
 gePooling2D)                                                    
                                                                 
=================================================================
Total params: 1,035,712
Trainable params: 1,033,664
Non-trainable params: 2,048
_________________________________________________________________
Using cosine_restart_warmup scheduler
2023-09-05 06:16:11.617646: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inmodel/dropout_1/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
2023-09-05 06:16:21.134622: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inmodel/dropout_1/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
Linear step: 0.009928503261272714
Warmup lrs: tf.Tensor(
[9.9999997e-05 1.0028503e-02 1.9957006e-02 2.9885510e-02 3.9814014e-02
 4.9742516e-02 5.9671018e-02 6.9599524e-02 7.9528026e-02 8.9456528e-02
 9.9385031e-02], shape=(11,), dtype=float32)
Training with loss: dist
Epoch  1/600
235/235 - 12s - loss: 8.9606 - accuracy: 0.2007 - 12s/epoch - 52ms/step
Test results :
	Loss (on known):8.785294532775879
	accuracy: 0.265749990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     5.300 49.919 51.275 49.968 50.786
	Acc: 0.266 OSCR : 15.838 AUROC_max_val (%): 49.919 AUROC_real (%): 50.338

Epoch  2/600
235/235 - 6s - loss: 6.0907 - accuracy: 0.4004 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):5.541353225708008
	accuracy: 0.5377500057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     5.925 50.128 50.763 50.703 50.936
	Acc: 0.538 OSCR : 30.510 AUROC_max_val (%): 50.128 AUROC_real (%): 49.229

Epoch  3/600
235/235 - 6s - loss: 4.9493 - accuracy: 0.5159 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):5.078005790710449
	accuracy: 0.6205000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.200 59.023 56.925 56.753 59.353
	Acc: 0.621 OSCR : 34.297 AUROC_max_val (%): 59.023 AUROC_real (%): 51.514

Epoch  4/600
235/235 - 6s - loss: 4.3461 - accuracy: 0.5774 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):5.313773155212402
	accuracy: 0.6237499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     7.375 55.660 54.538 57.403 53.928
	Acc: 0.624 OSCR : 31.613 AUROC_max_val (%): 55.660 AUROC_real (%): 45.588

Epoch  5/600
235/235 - 6s - loss: 3.9438 - accuracy: 0.6155 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):4.118504524230957
	accuracy: 0.6639999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     7.925 61.807 59.300 63.059 58.296
	Acc: 0.664 OSCR : 38.556 AUROC_max_val (%): 61.807 AUROC_real (%): 50.845

Epoch  6/600
235/235 - 6s - loss: 3.6180 - accuracy: 0.6445 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.2238454818725586
	accuracy: 0.749750018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.650 67.163 62.625 67.407 64.011
	Acc: 0.750 OSCR : 45.663 AUROC_max_val (%): 67.163 AUROC_real (%): 55.549

Epoch  7/600
235/235 - 6s - loss: 3.3649 - accuracy: 0.6693 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):4.016570568084717
	accuracy: 0.7114999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.050 60.976 57.712 63.058 58.571
	Acc: 0.712 OSCR : 35.893 AUROC_max_val (%): 60.976 AUROC_real (%): 46.881

Epoch  8/600
235/235 - 6s - loss: 3.2164 - accuracy: 0.6862 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):4.4168500900268555
	accuracy: 0.7135000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     7.675 58.944 57.100 61.014 56.155
	Acc: 0.714 OSCR : 35.156 AUROC_max_val (%): 58.944 AUROC_real (%): 46.107

Epoch  9/600
235/235 - 6s - loss: 3.0405 - accuracy: 0.7013 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.6504714488983154
	accuracy: 0.7412499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.000 67.145 62.713 70.230 62.743
	Acc: 0.741 OSCR : 42.193 AUROC_max_val (%): 67.145 AUROC_real (%): 52.065

Epoch 10/600
235/235 - 6s - loss: 2.9877 - accuracy: 0.7063 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.753791332244873
	accuracy: 0.7457500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.300 67.572 62.913 70.077 63.027
	Acc: 0.746 OSCR : 39.837 AUROC_max_val (%): 67.572 AUROC_real (%): 49.677

Epoch 11/600
235/235 - 6s - loss: 2.8728 - accuracy: 0.7171 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.8880293369293213
	accuracy: 0.7612500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.725 64.853 61.450 62.668 63.712
	Acc: 0.761 OSCR : 48.485 AUROC_max_val (%): 64.853 AUROC_real (%): 58.222

Epoch 12/600
235/235 - 6s - loss: 2.7780 - accuracy: 0.7262 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):4.7750563621521
	accuracy: 0.6869999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.650 57.395 55.875 56.630 57.163
	Acc: 0.687 OSCR : 33.412 AUROC_max_val (%): 57.395 AUROC_real (%): 45.913

Epoch 13/600
235/235 - 6s - loss: 2.6769 - accuracy: 0.7349 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.783464193344116
	accuracy: 0.7975000143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.300 67.396 62.550 69.013 63.952
	Acc: 0.797 OSCR : 49.135 AUROC_max_val (%): 67.396 AUROC_real (%): 57.015

Epoch 14/600
235/235 - 6s - loss: 2.5933 - accuracy: 0.7440 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.0022101402282715
	accuracy: 0.8190000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.475 68.169 63.475 67.431 65.840
	Acc: 0.819 OSCR : 54.429 AUROC_max_val (%): 68.169 AUROC_real (%): 61.059

Epoch 15/600
235/235 - 6s - loss: 2.5039 - accuracy: 0.7527 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.3660664558410645
	accuracy: 0.7670000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.400 63.132 59.900 62.000 62.203
	Acc: 0.767 OSCR : 42.813 AUROC_max_val (%): 63.132 AUROC_real (%): 52.205

Epoch 16/600
235/235 - 6s - loss: 2.4660 - accuracy: 0.7577 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.010261058807373
	accuracy: 0.8442500233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.325 74.108 68.362 76.374 68.919
	Acc: 0.844 OSCR : 54.862 AUROC_max_val (%): 74.108 AUROC_real (%): 60.923

Epoch 17/600
235/235 - 6s - loss: 2.4275 - accuracy: 0.7587 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.9593993425369263
	accuracy: 0.8234999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.675 74.342 68.237 76.158 70.502
	Acc: 0.824 OSCR : 59.095 AUROC_max_val (%): 74.342 AUROC_real (%): 66.453

Epoch 18/600
235/235 - 6s - loss: 2.3383 - accuracy: 0.7699 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.455315113067627
	accuracy: 0.784250020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.625 69.735 64.812 71.289 66.356
	Acc: 0.784 OSCR : 55.593 AUROC_max_val (%): 69.735 AUROC_real (%): 64.305

Epoch 19/600
235/235 - 6s - loss: 2.2997 - accuracy: 0.7717 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.09965181350708
	accuracy: 0.8159999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.400 67.879 62.925 67.761 65.732
	Acc: 0.816 OSCR : 55.112 AUROC_max_val (%): 67.879 AUROC_real (%): 62.368

Epoch 20/600
235/235 - 6s - loss: 2.2394 - accuracy: 0.7781 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.5000741481781006
	accuracy: 0.8195000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.150 67.958 64.050 70.294 63.294
	Acc: 0.820 OSCR : 45.607 AUROC_max_val (%): 67.958 AUROC_real (%): 52.269

Epoch 21/600
235/235 - 6s - loss: 2.2402 - accuracy: 0.7766 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.603547215461731
	accuracy: 0.8644999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.125 75.787 69.912 76.367 72.068
	Acc: 0.865 OSCR : 61.148 AUROC_max_val (%): 75.787 AUROC_real (%): 66.211

Epoch 22/600
235/235 - 6s - loss: 2.1837 - accuracy: 0.7837 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.881677508354187
	accuracy: 0.8242499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.125 75.335 68.987 77.680 71.306
	Acc: 0.824 OSCR : 60.290 AUROC_max_val (%): 75.335 AUROC_real (%): 67.711

Epoch 23/600
235/235 - 6s - loss: 2.1494 - accuracy: 0.7859 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.775033712387085
	accuracy: 0.8374999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.675 71.256 65.662 71.021 68.875
	Acc: 0.838 OSCR : 57.885 AUROC_max_val (%): 71.256 AUROC_real (%): 64.381

Epoch 24/600
235/235 - 6s - loss: 2.0943 - accuracy: 0.7915 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.102233648300171
	accuracy: 0.8190000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.425 72.555 67.475 73.870 68.407
	Acc: 0.819 OSCR : 55.677 AUROC_max_val (%): 72.555 AUROC_real (%): 62.695

Epoch 25/600
235/235 - 6s - loss: 2.0782 - accuracy: 0.7925 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3602213859558105
	accuracy: 0.8694999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.300 74.290 68.750 74.610 70.990
	Acc: 0.870 OSCR : 63.644 AUROC_max_val (%): 74.290 AUROC_real (%): 68.550

Epoch 26/600
235/235 - 6s - loss: 2.0450 - accuracy: 0.7984 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3173915147781372
	accuracy: 0.8824999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.100 78.807 72.025 80.574 74.948
	Acc: 0.882 OSCR : 66.089 AUROC_max_val (%): 78.807 AUROC_real (%): 70.863

Epoch 27/600
235/235 - 6s - loss: 2.0251 - accuracy: 0.8003 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):2.0032200813293457
	accuracy: 0.8199999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.525 74.868 68.912 77.547 70.131
	Acc: 0.820 OSCR : 58.410 AUROC_max_val (%): 74.868 AUROC_real (%): 65.672

Epoch 28/600
235/235 - 6s - loss: 1.9811 - accuracy: 0.8033 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4446336030960083
	accuracy: 0.878250002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.050 77.172 71.200 78.765 73.437
	Acc: 0.878 OSCR : 60.964 AUROC_max_val (%): 77.172 AUROC_real (%): 65.604

Epoch 29/600
235/235 - 6s - loss: 1.9992 - accuracy: 0.7985 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.03778076171875
	accuracy: 0.831250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.650 65.305 61.513 63.467 63.321
	Acc: 0.831 OSCR : 53.288 AUROC_max_val (%): 65.305 AUROC_real (%): 59.344

Epoch 30/600
235/235 - 6s - loss: 1.9602 - accuracy: 0.8036 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5135233402252197
	accuracy: 0.8694999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.375 72.395 67.238 71.074 70.322
	Acc: 0.870 OSCR : 59.929 AUROC_max_val (%): 72.395 AUROC_real (%): 64.936

Epoch 31/600
235/235 - 6s - loss: 1.9409 - accuracy: 0.8089 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.9127110242843628
	accuracy: 0.8472499847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.150 70.818 65.400 70.330 68.850
	Acc: 0.847 OSCR : 55.249 AUROC_max_val (%): 70.818 AUROC_real (%): 61.301

Epoch 32/600
235/235 - 6s - loss: 1.9282 - accuracy: 0.8093 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.408583402633667
	accuracy: 0.8677499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.150 75.836 69.138 75.980 72.943
	Acc: 0.868 OSCR : 62.572 AUROC_max_val (%): 75.836 AUROC_real (%): 67.862

Epoch 33/600
235/235 - 6s - loss: 1.9078 - accuracy: 0.8079 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.561112880706787
	accuracy: 0.8662499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.300 72.947 67.163 71.812 71.032
	Acc: 0.866 OSCR : 60.239 AUROC_max_val (%): 72.947 AUROC_real (%): 65.580

Epoch 34/600
235/235 - 6s - loss: 1.8732 - accuracy: 0.8149 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.6652889251708984
	accuracy: 0.8554999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.400 74.076 68.475 74.166 70.901
	Acc: 0.856 OSCR : 60.684 AUROC_max_val (%): 74.076 AUROC_real (%): 66.675

Epoch 35/600
235/235 - 6s - loss: 1.8516 - accuracy: 0.8159 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.4375989437103271
	accuracy: 0.8784999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.925 76.845 70.188 78.206 73.845
	Acc: 0.878 OSCR : 60.761 AUROC_max_val (%): 76.845 AUROC_real (%): 65.471

Epoch 36/600
235/235 - 6s - loss: 1.8287 - accuracy: 0.8180 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3071223497390747
	accuracy: 0.8872500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.250 78.333 72.225 80.256 73.847
	Acc: 0.887 OSCR : 63.001 AUROC_max_val (%): 78.333 AUROC_real (%): 67.030

Epoch 37/600
235/235 - 6s - loss: 1.8091 - accuracy: 0.8194 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5854895114898682
	accuracy: 0.8737499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.450 73.501 67.963 73.547 70.343
	Acc: 0.874 OSCR : 58.028 AUROC_max_val (%): 73.501 AUROC_real (%): 63.122

Epoch 38/600
235/235 - 6s - loss: 1.7876 - accuracy: 0.8208 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6655622720718384
	accuracy: 0.8617500066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.000 74.995 68.600 76.449 71.313
	Acc: 0.862 OSCR : 56.096 AUROC_max_val (%): 74.995 AUROC_real (%): 61.685

Epoch 39/600
235/235 - 6s - loss: 1.7946 - accuracy: 0.8205 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.335971713066101
	accuracy: 0.8840000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.725 77.100 70.363 77.977 74.634
	Acc: 0.884 OSCR : 63.397 AUROC_max_val (%): 77.100 AUROC_real (%): 68.121

Epoch 40/600
235/235 - 6s - loss: 1.7421 - accuracy: 0.8246 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.0875442028045654
	accuracy: 0.8442500233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.775 67.960 62.888 68.221 65.632
	Acc: 0.844 OSCR : 50.472 AUROC_max_val (%): 67.960 AUROC_real (%): 56.493

Epoch 41/600
235/235 - 6s - loss: 1.7615 - accuracy: 0.8229 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):2.2777085304260254
	accuracy: 0.8569999933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.325 66.437 63.200 63.033 66.973
	Acc: 0.857 OSCR : 52.226 AUROC_max_val (%): 66.437 AUROC_real (%): 58.292

Epoch 42/600
235/235 - 6s - loss: 1.7408 - accuracy: 0.8247 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3188141584396362
	accuracy: 0.8827499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.325 73.620 68.163 73.988 69.763
	Acc: 0.883 OSCR : 61.791 AUROC_max_val (%): 73.620 AUROC_real (%): 66.150

Epoch 43/600
235/235 - 6s - loss: 1.7104 - accuracy: 0.8291 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.993815541267395
	accuracy: 0.8492500185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.050 71.201 65.613 69.688 69.895
	Acc: 0.849 OSCR : 53.814 AUROC_max_val (%): 71.201 AUROC_real (%): 59.713

Epoch 44/600
235/235 - 6s - loss: 1.6921 - accuracy: 0.8302 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1228457689285278
	accuracy: 0.8957499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.275 78.882 71.338 79.569 76.205
	Acc: 0.896 OSCR : 67.918 AUROC_max_val (%): 78.882 AUROC_real (%): 72.201

Epoch 45/600
235/235 - 6s - loss: 1.6912 - accuracy: 0.8307 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2344932556152344
	accuracy: 0.887499988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.325 77.805 71.238 78.895 74.662
	Acc: 0.887 OSCR : 66.251 AUROC_max_val (%): 77.805 AUROC_real (%): 70.727

Epoch 46/600
235/235 - 6s - loss: 1.6617 - accuracy: 0.8324 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.303015947341919
	accuracy: 0.9054999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.125 81.752 74.963 83.380 78.153
	Acc: 0.905 OSCR : 64.580 AUROC_max_val (%): 81.752 AUROC_real (%): 68.254

Epoch 47/600
235/235 - 6s - loss: 1.6805 - accuracy: 0.8308 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.524582862854004
	accuracy: 0.8677499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.250 68.971 64.388 67.705 67.062
	Acc: 0.868 OSCR : 58.159 AUROC_max_val (%): 68.971 AUROC_real (%): 62.968

Epoch 48/600
235/235 - 6s - loss: 1.6719 - accuracy: 0.8323 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):2.0954411029815674
	accuracy: 0.8740000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.625 67.185 63.138 65.028 66.465
	Acc: 0.874 OSCR : 54.528 AUROC_max_val (%): 67.185 AUROC_real (%): 59.614

Epoch 49/600
235/235 - 6s - loss: 1.6439 - accuracy: 0.8345 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0670117139816284
	accuracy: 0.9104999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.625 78.315 71.900 77.398 76.603
	Acc: 0.910 OSCR : 66.156 AUROC_max_val (%): 78.315 AUROC_real (%): 69.620

Epoch 50/600
235/235 - 6s - loss: 1.6128 - accuracy: 0.8390 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9826647043228149
	accuracy: 0.909250020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.675 78.980 72.263 79.497 75.643
	Acc: 0.909 OSCR : 68.066 AUROC_max_val (%): 78.980 AUROC_real (%): 71.478

Epoch 51/600
235/235 - 6s - loss: 1.6203 - accuracy: 0.8384 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0614652633666992
	accuracy: 0.9097499847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.600 78.408 71.962 78.795 75.137
	Acc: 0.910 OSCR : 67.095 AUROC_max_val (%): 78.408 AUROC_real (%): 70.488

Epoch 52/600
235/235 - 6s - loss: 1.6064 - accuracy: 0.8380 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1492345333099365
	accuracy: 0.8955000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.275 79.048 72.100 80.558 76.088
	Acc: 0.895 OSCR : 64.253 AUROC_max_val (%): 79.048 AUROC_real (%): 68.291

Epoch 53/600
235/235 - 6s - loss: 1.6120 - accuracy: 0.8405 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.5919500589370728
	accuracy: 0.8857499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.600 75.240 68.888 76.583 72.062
	Acc: 0.886 OSCR : 54.244 AUROC_max_val (%): 75.240 AUROC_real (%): 58.462

Epoch 54/600
235/235 - 6s - loss: 1.5763 - accuracy: 0.8429 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1381686925888062
	accuracy: 0.9014999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.300 74.608 67.987 75.761 72.308
	Acc: 0.901 OSCR : 62.690 AUROC_max_val (%): 74.608 AUROC_real (%): 66.364

Epoch 55/600
235/235 - 6s - loss: 1.5702 - accuracy: 0.8411 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.063842535018921
	accuracy: 0.909500002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.825 80.310 74.100 81.284 77.016
	Acc: 0.909 OSCR : 65.204 AUROC_max_val (%): 80.310 AUROC_real (%): 68.593

Epoch 56/600
235/235 - 6s - loss: 1.5356 - accuracy: 0.8465 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3120386600494385
	accuracy: 0.8932499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.000 77.976 71.763 78.581 74.991
	Acc: 0.893 OSCR : 62.138 AUROC_max_val (%): 77.976 AUROC_real (%): 66.262

Epoch 57/600
235/235 - 6s - loss: 1.5206 - accuracy: 0.8480 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2704570293426514
	accuracy: 0.8897500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.975 73.947 67.650 73.091 72.522
	Acc: 0.890 OSCR : 59.704 AUROC_max_val (%): 73.947 AUROC_real (%): 63.916

Epoch 58/600
235/235 - 6s - loss: 1.5337 - accuracy: 0.8459 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1872589588165283
	accuracy: 0.8970000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.425 74.439 68.438 72.605 73.088
	Acc: 0.897 OSCR : 65.034 AUROC_max_val (%): 74.439 AUROC_real (%): 69.066

Epoch 59/600
235/235 - 6s - loss: 1.5038 - accuracy: 0.8499 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3233658075332642
	accuracy: 0.8974999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.475 74.938 69.000 74.018 73.632
	Acc: 0.897 OSCR : 59.943 AUROC_max_val (%): 74.938 AUROC_real (%): 63.958

Epoch 60/600
235/235 - 6s - loss: 1.5151 - accuracy: 0.8480 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9238883852958679
	accuracy: 0.9142500162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 81.175 74.250 82.197 78.354
	Acc: 0.914 OSCR : 69.271 AUROC_max_val (%): 81.175 AUROC_real (%): 72.627

Epoch 61/600
235/235 - 6s - loss: 1.4970 - accuracy: 0.8507 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9594879150390625
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.725 82.242 75.363 84.019 78.438
	Acc: 0.917 OSCR : 70.783 AUROC_max_val (%): 82.242 AUROC_real (%): 74.198

Epoch 62/600
235/235 - 6s - loss: 1.4899 - accuracy: 0.8487 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2675617933273315
	accuracy: 0.9067500233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.550 79.143 72.087 78.628 77.614
	Acc: 0.907 OSCR : 62.641 AUROC_max_val (%): 79.143 AUROC_real (%): 66.630

Epoch 63/600
235/235 - 6s - loss: 1.4849 - accuracy: 0.8522 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9724916219711304
	accuracy: 0.9197499752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 83.872 76.700 85.702 80.149
	Acc: 0.920 OSCR : 68.249 AUROC_max_val (%): 83.872 AUROC_real (%): 71.382

Epoch 64/600
235/235 - 6s - loss: 1.4414 - accuracy: 0.8544 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9534291625022888
	accuracy: 0.9197499752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.775 81.559 73.987 82.151 79.422
	Acc: 0.920 OSCR : 66.996 AUROC_max_val (%): 81.559 AUROC_real (%): 70.223

Epoch 65/600
235/235 - 6s - loss: 1.4651 - accuracy: 0.8539 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9447559714317322
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.125 82.388 75.100 83.699 79.567
	Acc: 0.921 OSCR : 65.782 AUROC_max_val (%): 82.388 AUROC_real (%): 68.735

Epoch 66/600
235/235 - 6s - loss: 1.4424 - accuracy: 0.8557 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1950170993804932
	accuracy: 0.9039999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.025 74.030 68.863 71.688 72.915
	Acc: 0.904 OSCR : 64.321 AUROC_max_val (%): 74.030 AUROC_real (%): 68.120

Epoch 67/600
235/235 - 6s - loss: 1.4523 - accuracy: 0.8542 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2834292650222778
	accuracy: 0.8912500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.350 74.434 68.912 73.221 72.812
	Acc: 0.891 OSCR : 61.232 AUROC_max_val (%): 74.434 AUROC_real (%): 65.538

Epoch 68/600
235/235 - 6s - loss: 1.4432 - accuracy: 0.8545 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9222142100334167
	accuracy: 0.9272500276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.675 79.348 72.750 78.843 77.218
	Acc: 0.927 OSCR : 65.132 AUROC_max_val (%): 79.348 AUROC_real (%): 67.913

Epoch 69/600
235/235 - 6s - loss: 1.4166 - accuracy: 0.8583 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.254411220550537
	accuracy: 0.8895000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.175 76.604 69.963 76.706 74.145
	Acc: 0.889 OSCR : 58.300 AUROC_max_val (%): 76.604 AUROC_real (%): 62.304

Epoch 70/600
235/235 - 6s - loss: 1.4213 - accuracy: 0.8572 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0275375843048096
	accuracy: 0.918749988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.725 75.530 69.875 73.976 74.240
	Acc: 0.919 OSCR : 63.780 AUROC_max_val (%): 75.530 AUROC_real (%): 66.786

Epoch 71/600
235/235 - 6s - loss: 1.3921 - accuracy: 0.8609 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8543180823326111
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 76.571 70.638 75.483 74.470
	Acc: 0.920 OSCR : 68.925 AUROC_max_val (%): 76.571 AUROC_real (%): 71.774

Epoch 72/600
235/235 - 6s - loss: 1.3963 - accuracy: 0.8602 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.148807168006897
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.050 81.628 75.050 83.451 77.888
	Acc: 0.907 OSCR : 63.849 AUROC_max_val (%): 81.628 AUROC_real (%): 67.509

Epoch 73/600
235/235 - 6s - loss: 1.4031 - accuracy: 0.8576 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8893699049949646
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 80.559 74.050 80.567 77.955
	Acc: 0.916 OSCR : 69.226 AUROC_max_val (%): 80.559 AUROC_real (%): 72.407

Epoch 74/600
235/235 - 6s - loss: 1.3622 - accuracy: 0.8638 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0203742980957031
	accuracy: 0.9204999804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.850 80.299 73.588 81.436 77.547
	Acc: 0.920 OSCR : 65.184 AUROC_max_val (%): 80.299 AUROC_real (%): 68.263

Epoch 75/600
235/235 - 6s - loss: 1.3613 - accuracy: 0.8615 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0289685726165771
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.500 79.303 72.788 78.448 78.097
	Acc: 0.919 OSCR : 64.648 AUROC_max_val (%): 79.303 AUROC_real (%): 67.887

Epoch 76/600
235/235 - 6s - loss: 1.3395 - accuracy: 0.8663 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8818005919456482
	accuracy: 0.9185000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.925 79.946 73.400 80.218 77.369
	Acc: 0.918 OSCR : 69.985 AUROC_max_val (%): 79.946 AUROC_real (%): 73.242

Epoch 77/600
235/235 - 6s - loss: 1.3454 - accuracy: 0.8632 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8189615607261658
	accuracy: 0.9262499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.975 81.381 74.200 82.481 79.218
	Acc: 0.926 OSCR : 70.265 AUROC_max_val (%): 81.381 AUROC_real (%): 73.200

Epoch 78/600
235/235 - 6s - loss: 1.3429 - accuracy: 0.8640 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8545466661453247
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 77.526 71.500 76.779 75.696
	Acc: 0.927 OSCR : 67.534 AUROC_max_val (%): 77.526 AUROC_real (%): 70.280

Epoch 79/600
235/235 - 6s - loss: 1.3476 - accuracy: 0.8658 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9063464999198914
	accuracy: 0.9252499938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.125 78.366 71.762 79.153 75.667
	Acc: 0.925 OSCR : 63.556 AUROC_max_val (%): 78.366 AUROC_real (%): 66.170

Epoch 80/600
235/235 - 6s - loss: 1.3378 - accuracy: 0.8656 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0523802042007446
	accuracy: 0.9054999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.450 74.151 68.938 72.378 72.723
	Acc: 0.905 OSCR : 65.697 AUROC_max_val (%): 74.151 AUROC_real (%): 69.380

Epoch 81/600
235/235 - 6s - loss: 1.3081 - accuracy: 0.8682 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7316981554031372
	accuracy: 0.9284999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.275 80.980 74.350 81.839 78.110
	Acc: 0.928 OSCR : 72.928 AUROC_max_val (%): 80.980 AUROC_real (%): 75.645

Epoch 82/600
235/235 - 6s - loss: 1.3252 - accuracy: 0.8668 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7884211540222168
	accuracy: 0.9275000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.375 80.910 74.025 80.483 79.506
	Acc: 0.927 OSCR : 71.627 AUROC_max_val (%): 80.910 AUROC_real (%): 74.566

Epoch 83/600
235/235 - 6s - loss: 1.3040 - accuracy: 0.8676 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8681889176368713
	accuracy: 0.9272500276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 81.354 74.600 81.824 79.449
	Acc: 0.927 OSCR : 66.988 AUROC_max_val (%): 81.354 AUROC_real (%): 69.889

Epoch 84/600
235/235 - 6s - loss: 1.2942 - accuracy: 0.8686 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0712388753890991
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.325 77.624 71.500 77.071 75.360
	Acc: 0.912 OSCR : 64.144 AUROC_max_val (%): 77.624 AUROC_real (%): 67.696

Epoch 85/600
235/235 - 6s - loss: 1.2856 - accuracy: 0.8705 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9077723026275635
	accuracy: 0.9162499904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.275 77.726 71.575 77.601 75.505
	Acc: 0.916 OSCR : 67.430 AUROC_max_val (%): 77.726 AUROC_real (%): 70.557

Epoch 86/600
235/235 - 6s - loss: 1.2875 - accuracy: 0.8709 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7253265380859375
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 82.517 75.713 83.553 79.512
	Acc: 0.931 OSCR : 70.975 AUROC_max_val (%): 82.517 AUROC_real (%): 73.526

Epoch 87/600
235/235 - 6s - loss: 1.2769 - accuracy: 0.8713 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8890835642814636
	accuracy: 0.9297500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.375 83.450 76.050 84.497 81.146
	Acc: 0.930 OSCR : 69.222 AUROC_max_val (%): 83.450 AUROC_real (%): 72.191

Epoch 88/600
235/235 - 6s - loss: 1.2618 - accuracy: 0.8720 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8019024729728699
	accuracy: 0.9325000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.525 83.817 76.588 85.333 80.223
	Acc: 0.932 OSCR : 69.647 AUROC_max_val (%): 83.817 AUROC_real (%): 72.359

Epoch 89/600
235/235 - 6s - loss: 1.2441 - accuracy: 0.8749 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0205966234207153
	accuracy: 0.9035000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.050 75.469 69.500 75.299 73.060
	Acc: 0.903 OSCR : 64.456 AUROC_max_val (%): 75.469 AUROC_real (%): 67.977

Epoch 90/600
235/235 - 6s - loss: 1.2707 - accuracy: 0.8717 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8785598874092102
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 82.969 76.063 84.071 79.961
	Acc: 0.925 OSCR : 66.931 AUROC_max_val (%): 82.969 AUROC_real (%): 69.727

Epoch 91/600
235/235 - 6s - loss: 1.2434 - accuracy: 0.8768 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8207972645759583
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 82.675 76.013 83.113 80.183
	Acc: 0.933 OSCR : 68.184 AUROC_max_val (%): 82.675 AUROC_real (%): 70.802

Epoch 92/600
235/235 - 6s - loss: 1.2542 - accuracy: 0.8738 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7718954682350159
	accuracy: 0.9257500171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.025 80.765 73.900 80.485 78.714
	Acc: 0.926 OSCR : 70.865 AUROC_max_val (%): 80.765 AUROC_real (%): 73.717

Epoch 93/600
235/235 - 6s - loss: 1.1991 - accuracy: 0.8784 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.875310480594635
	accuracy: 0.9204999804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 78.934 72.075 77.664 77.694
	Acc: 0.920 OSCR : 68.437 AUROC_max_val (%): 78.934 AUROC_real (%): 71.623

Epoch 94/600
235/235 - 6s - loss: 1.2298 - accuracy: 0.8761 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8688620328903198
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.675 80.633 73.500 80.778 78.141
	Acc: 0.921 OSCR : 67.753 AUROC_max_val (%): 80.633 AUROC_real (%): 70.784

Epoch 95/600
235/235 - 6s - loss: 1.2110 - accuracy: 0.8801 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7419019341468811
	accuracy: 0.9384999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 83.156 76.150 84.016 80.038
	Acc: 0.939 OSCR : 70.156 AUROC_max_val (%): 83.156 AUROC_real (%): 72.658

Epoch 96/600
235/235 - 6s - loss: 1.2140 - accuracy: 0.8774 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9266778826713562
	accuracy: 0.9194999933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.325 83.425 76.237 84.812 80.686
	Acc: 0.919 OSCR : 69.869 AUROC_max_val (%): 83.425 AUROC_real (%): 73.241

Epoch 97/600
235/235 - 6s - loss: 1.2040 - accuracy: 0.8791 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7921122908592224
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.025 84.860 77.575 86.506 81.640
	Acc: 0.929 OSCR : 70.933 AUROC_max_val (%): 84.860 AUROC_real (%): 73.830

Epoch 98/600
235/235 - 6s - loss: 1.1714 - accuracy: 0.8814 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7292866706848145
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 82.316 75.138 82.569 80.058
	Acc: 0.940 OSCR : 70.350 AUROC_max_val (%): 82.316 AUROC_real (%): 72.848

Epoch 99/600
235/235 - 6s - loss: 1.1868 - accuracy: 0.8800 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8233879208564758
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.775 84.628 77.075 85.786 82.141
	Acc: 0.932 OSCR : 68.365 AUROC_max_val (%): 84.628 AUROC_real (%): 71.289

Epoch 100/600
235/235 - 6s - loss: 1.1837 - accuracy: 0.8807 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8814341425895691
	accuracy: 0.9132500290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.675 78.745 72.363 79.308 76.130
	Acc: 0.913 OSCR : 70.062 AUROC_max_val (%): 78.745 AUROC_real (%): 73.357

Epoch 101/600
235/235 - 6s - loss: 1.1874 - accuracy: 0.8802 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8688663840293884
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.550 80.390 73.850 80.707 77.811
	Acc: 0.927 OSCR : 67.689 AUROC_max_val (%): 80.390 AUROC_real (%): 70.707

Epoch 102/600
235/235 - 6s - loss: 1.1546 - accuracy: 0.8832 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7889123558998108
	accuracy: 0.9327499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.550 79.598 73.325 79.534 76.823
	Acc: 0.933 OSCR : 70.040 AUROC_max_val (%): 79.598 AUROC_real (%): 72.662

Epoch 103/600
235/235 - 6s - loss: 1.1529 - accuracy: 0.8844 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7329609394073486
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.350 82.281 74.975 82.838 80.018
	Acc: 0.936 OSCR : 69.321 AUROC_max_val (%): 82.281 AUROC_real (%): 71.781

Epoch 104/600
235/235 - 6s - loss: 1.1549 - accuracy: 0.8832 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8894402980804443
	accuracy: 0.9297500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 79.241 72.850 78.791 77.116
	Acc: 0.930 OSCR : 67.397 AUROC_max_val (%): 79.241 AUROC_real (%): 70.151

Epoch 105/600
235/235 - 6s - loss: 1.1565 - accuracy: 0.8828 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8160704970359802
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.350 79.477 72.900 79.058 77.501
	Acc: 0.927 OSCR : 65.617 AUROC_max_val (%): 79.477 AUROC_real (%): 68.242

Epoch 106/600
235/235 - 6s - loss: 1.1280 - accuracy: 0.8859 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7799332737922668
	accuracy: 0.9337499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.075 80.223 73.775 78.973 78.540
	Acc: 0.934 OSCR : 69.039 AUROC_max_val (%): 80.223 AUROC_real (%): 71.653

Epoch 107/600
235/235 - 6s - loss: 1.1332 - accuracy: 0.8865 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7591978311538696
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.150 78.988 72.675 78.967 76.542
	Acc: 0.930 OSCR : 68.794 AUROC_max_val (%): 78.988 AUROC_real (%): 71.329

Epoch 108/600
235/235 - 6s - loss: 1.1217 - accuracy: 0.8853 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6406052112579346
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.225 85.153 77.763 85.556 83.148
	Acc: 0.938 OSCR : 74.178 AUROC_max_val (%): 85.153 AUROC_real (%): 76.709

Epoch 109/600
235/235 - 6s - loss: 1.1281 - accuracy: 0.8853 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.733389675617218
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.025 82.798 76.150 82.785 80.528
	Acc: 0.942 OSCR : 67.461 AUROC_max_val (%): 82.798 AUROC_real (%): 69.723

Epoch 110/600
235/235 - 6s - loss: 1.1422 - accuracy: 0.8839 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7207357287406921
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.525 82.518 75.712 82.164 80.939
	Acc: 0.936 OSCR : 68.385 AUROC_max_val (%): 82.518 AUROC_real (%): 70.842

Epoch 111/600
235/235 - 6s - loss: 1.1197 - accuracy: 0.8869 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7485478520393372
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.775 81.277 74.513 81.198 79.339
	Acc: 0.938 OSCR : 68.965 AUROC_max_val (%): 81.277 AUROC_real (%): 71.419

Epoch 112/600
235/235 - 6s - loss: 1.1073 - accuracy: 0.8871 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7034831643104553
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.175 82.582 75.113 83.273 80.327
	Acc: 0.939 OSCR : 69.819 AUROC_max_val (%): 82.582 AUROC_real (%): 72.199

Epoch 113/600
235/235 - 6s - loss: 1.0885 - accuracy: 0.8902 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6621991395950317
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.975 84.273 76.638 85.138 82.080
	Acc: 0.942 OSCR : 71.987 AUROC_max_val (%): 84.273 AUROC_real (%): 74.329

Epoch 114/600
235/235 - 6s - loss: 1.1052 - accuracy: 0.8879 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9546547532081604
	accuracy: 0.9157500267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.225 78.202 72.062 76.403 77.357
	Acc: 0.916 OSCR : 66.409 AUROC_max_val (%): 78.202 AUROC_real (%): 69.763

Epoch 115/600
235/235 - 6s - loss: 1.0824 - accuracy: 0.8915 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7263025045394897
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.150 83.276 75.775 84.108 81.078
	Acc: 0.940 OSCR : 69.282 AUROC_max_val (%): 83.276 AUROC_real (%): 71.720

Epoch 116/600
235/235 - 6s - loss: 1.0821 - accuracy: 0.8912 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7617771029472351
	accuracy: 0.9325000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.325 79.164 73.188 76.839 78.535
	Acc: 0.932 OSCR : 69.371 AUROC_max_val (%): 79.164 AUROC_real (%): 71.993

Epoch 117/600
235/235 - 6s - loss: 1.0681 - accuracy: 0.8914 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8135854601860046
	accuracy: 0.9275000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 78.204 71.912 77.875 76.344
	Acc: 0.927 OSCR : 66.781 AUROC_max_val (%): 78.204 AUROC_real (%): 69.497

Epoch 118/600
235/235 - 6s - loss: 1.0878 - accuracy: 0.8899 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.8152745366096497
	accuracy: 0.9304999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.925 81.518 74.675 82.386 78.688
	Acc: 0.930 OSCR : 68.500 AUROC_max_val (%): 81.518 AUROC_real (%): 71.289

Epoch 119/600
235/235 - 6s - loss: 1.0554 - accuracy: 0.8934 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.716416597366333
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.075 82.334 75.850 81.664 80.354
	Acc: 0.942 OSCR : 69.997 AUROC_max_val (%): 82.334 AUROC_real (%): 72.383

Epoch 120/600
235/235 - 6s - loss: 1.0579 - accuracy: 0.8937 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7086952328681946
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 81.932 74.600 82.281 79.559
	Acc: 0.940 OSCR : 70.577 AUROC_max_val (%): 81.932 AUROC_real (%): 72.994

Epoch 121/600
235/235 - 6s - loss: 1.0526 - accuracy: 0.8945 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8034917116165161
	accuracy: 0.9307500123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.375 79.806 73.288 77.916 78.881
	Acc: 0.931 OSCR : 67.558 AUROC_max_val (%): 79.806 AUROC_real (%): 70.293

Epoch 122/600
235/235 - 6s - loss: 1.0565 - accuracy: 0.8938 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7368134260177612
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.950 81.692 75.262 80.651 80.100
	Acc: 0.931 OSCR : 69.536 AUROC_max_val (%): 81.692 AUROC_real (%): 72.242

Epoch 123/600
235/235 - 6s - loss: 1.0565 - accuracy: 0.8929 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8051081299781799
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.450 83.770 76.038 84.996 81.301
	Acc: 0.940 OSCR : 64.548 AUROC_max_val (%): 83.770 AUROC_real (%): 66.846

Epoch 124/600
235/235 - 6s - loss: 1.0108 - accuracy: 0.8982 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7324296832084656
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.950 80.341 73.175 80.076 78.866
	Acc: 0.936 OSCR : 69.015 AUROC_max_val (%): 80.341 AUROC_real (%): 71.589

Epoch 125/600
235/235 - 6s - loss: 1.0234 - accuracy: 0.8967 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6802704334259033
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 83.362 76.012 83.675 81.370
	Acc: 0.943 OSCR : 71.028 AUROC_max_val (%): 83.362 AUROC_real (%): 73.466

Epoch 126/600
235/235 - 6s - loss: 1.0325 - accuracy: 0.8969 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6596187353134155
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.775 83.331 76.150 84.003 81.453
	Acc: 0.942 OSCR : 71.708 AUROC_max_val (%): 83.331 AUROC_real (%): 74.120

Epoch 127/600
235/235 - 6s - loss: 1.0189 - accuracy: 0.8965 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7088087797164917
	accuracy: 0.9387500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.625 82.349 75.275 81.993 80.714
	Acc: 0.939 OSCR : 69.238 AUROC_max_val (%): 82.349 AUROC_real (%): 71.780

Epoch 128/600
235/235 - 6s - loss: 1.0177 - accuracy: 0.8964 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7078953981399536
	accuracy: 0.9327499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.925 81.570 74.537 81.381 79.693
	Acc: 0.933 OSCR : 72.537 AUROC_max_val (%): 81.570 AUROC_real (%): 75.209

Epoch 129/600
235/235 - 6s - loss: 1.0013 - accuracy: 0.8984 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.784769594669342
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 80.277 74.188 78.806 78.538
	Acc: 0.942 OSCR : 66.192 AUROC_max_val (%): 80.277 AUROC_real (%): 68.549

Epoch 130/600
235/235 - 6s - loss: 1.0123 - accuracy: 0.8975 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7228461503982544
	accuracy: 0.9334999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.925 81.722 75.063 81.188 79.935
	Acc: 0.933 OSCR : 71.807 AUROC_max_val (%): 81.722 AUROC_real (%): 74.480

Epoch 131/600
235/235 - 6s - loss: 1.0024 - accuracy: 0.8990 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6816537976264954
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.850 81.330 74.825 80.244 79.799
	Acc: 0.943 OSCR : 71.096 AUROC_max_val (%): 81.330 AUROC_real (%): 73.337

Epoch 132/600
235/235 - 6s - loss: 0.9796 - accuracy: 0.9018 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6070387959480286
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 82.622 75.275 82.228 80.883
	Acc: 0.947 OSCR : 72.365 AUROC_max_val (%): 82.622 AUROC_real (%): 74.583

Epoch 133/600
235/235 - 6s - loss: 0.9683 - accuracy: 0.9015 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6589806079864502
	accuracy: 0.9387500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.175 82.285 75.750 81.127 80.930
	Acc: 0.939 OSCR : 72.021 AUROC_max_val (%): 82.285 AUROC_real (%): 74.494

Epoch 134/600
235/235 - 6s - loss: 0.9898 - accuracy: 0.8994 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6054562926292419
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.475 83.804 77.000 82.955 82.403
	Acc: 0.947 OSCR : 72.895 AUROC_max_val (%): 83.804 AUROC_real (%): 75.109

Epoch 135/600
235/235 - 6s - loss: 0.9657 - accuracy: 0.9019 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6368260383605957
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.925 83.283 76.162 83.003 81.429
	Acc: 0.940 OSCR : 72.699 AUROC_max_val (%): 83.283 AUROC_real (%): 75.128

Epoch 136/600
235/235 - 6s - loss: 0.9760 - accuracy: 0.9012 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6845083832740784
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 80.928 74.275 79.856 79.206
	Acc: 0.938 OSCR : 72.849 AUROC_max_val (%): 80.928 AUROC_real (%): 75.370

Epoch 137/600
235/235 - 6s - loss: 0.9640 - accuracy: 0.9042 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7282508015632629
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.625 81.834 74.662 81.299 80.157
	Acc: 0.935 OSCR : 70.338 AUROC_max_val (%): 81.834 AUROC_real (%): 72.930

Epoch 138/600
235/235 - 6s - loss: 0.9630 - accuracy: 0.9036 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6859981417655945
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.725 82.109 75.013 81.337 80.702
	Acc: 0.944 OSCR : 69.769 AUROC_max_val (%): 82.109 AUROC_real (%): 72.047

Epoch 139/600
235/235 - 6s - loss: 0.9601 - accuracy: 0.9035 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7130105495452881
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.325 82.400 75.513 82.164 80.650
	Acc: 0.941 OSCR : 69.437 AUROC_max_val (%): 82.400 AUROC_real (%): 71.807

Epoch 140/600
235/235 - 6s - loss: 0.9576 - accuracy: 0.9042 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.684711217880249
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.675 82.332 75.525 81.571 80.654
	Acc: 0.940 OSCR : 70.163 AUROC_max_val (%): 82.332 AUROC_real (%): 72.504

Epoch 141/600
235/235 - 6s - loss: 0.9424 - accuracy: 0.9052 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7213765382766724
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 81.197 74.650 80.346 79.565
	Acc: 0.938 OSCR : 70.350 AUROC_max_val (%): 81.197 AUROC_real (%): 72.831

Epoch 142/600
235/235 - 6s - loss: 0.9352 - accuracy: 0.9062 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6177693009376526
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 83.290 76.250 82.407 81.805
	Acc: 0.943 OSCR : 73.417 AUROC_max_val (%): 83.290 AUROC_real (%): 75.736

Epoch 143/600
235/235 - 6s - loss: 0.9462 - accuracy: 0.9034 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6962718963623047
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.075 82.682 75.725 82.962 80.570
	Acc: 0.942 OSCR : 71.068 AUROC_max_val (%): 82.682 AUROC_real (%): 73.364

Epoch 144/600
235/235 - 6s - loss: 0.9455 - accuracy: 0.9040 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6371611952781677
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 80.692 73.825 79.177 79.782
	Acc: 0.945 OSCR : 71.836 AUROC_max_val (%): 80.692 AUROC_real (%): 74.047

Epoch 145/600
235/235 - 6s - loss: 0.9588 - accuracy: 0.9026 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6514198184013367
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.475 82.208 74.887 81.207 81.046
	Acc: 0.940 OSCR : 71.527 AUROC_max_val (%): 82.208 AUROC_real (%): 73.909

Epoch 146/600
235/235 - 6s - loss: 0.9284 - accuracy: 0.9059 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5981622934341431
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 82.449 75.400 81.623 81.001
	Acc: 0.944 OSCR : 71.006 AUROC_max_val (%): 82.449 AUROC_real (%): 73.073

Epoch 147/600
235/235 - 6s - loss: 0.9223 - accuracy: 0.9068 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6593111157417297
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.450 80.888 74.062 80.495 79.338
	Acc: 0.946 OSCR : 69.472 AUROC_max_val (%): 80.888 AUROC_real (%): 71.619

Epoch 148/600
235/235 - 6s - loss: 0.9193 - accuracy: 0.9079 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6125909090042114
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.525 82.632 75.150 82.416 81.078
	Acc: 0.945 OSCR : 69.945 AUROC_max_val (%): 82.632 AUROC_real (%): 72.084

Epoch 149/600
235/235 - 6s - loss: 0.9091 - accuracy: 0.9070 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6117879748344421
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.050 84.356 77.262 84.253 82.784
	Acc: 0.947 OSCR : 71.662 AUROC_max_val (%): 84.356 AUROC_real (%): 73.821

Epoch 150/600
235/235 - 6s - loss: 0.9048 - accuracy: 0.9099 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6155698299407959
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 82.531 75.300 81.977 81.150
	Acc: 0.949 OSCR : 71.457 AUROC_max_val (%): 82.531 AUROC_real (%): 73.567

Epoch 151/600
235/235 - 6s - loss: 0.9108 - accuracy: 0.9077 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5827953815460205
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 85.186 78.250 85.444 83.149
	Acc: 0.950 OSCR : 71.865 AUROC_max_val (%): 85.186 AUROC_real (%): 73.797

Epoch 152/600
235/235 - 6s - loss: 0.8902 - accuracy: 0.9102 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6024978160858154
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.875 83.442 76.750 83.163 81.738
	Acc: 0.945 OSCR : 72.702 AUROC_max_val (%): 83.442 AUROC_real (%): 74.870

Epoch 153/600
235/235 - 6s - loss: 0.8960 - accuracy: 0.9096 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5733556747436523
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 84.127 77.487 83.964 82.349
	Acc: 0.947 OSCR : 74.155 AUROC_max_val (%): 84.127 AUROC_real (%): 76.295

Epoch 154/600
235/235 - 6s - loss: 0.9091 - accuracy: 0.9078 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5558106303215027
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.975 84.771 77.500 84.842 83.177
	Acc: 0.950 OSCR : 74.303 AUROC_max_val (%): 84.771 AUROC_real (%): 76.404

Epoch 155/600
235/235 - 6s - loss: 0.8794 - accuracy: 0.9115 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6143204569816589
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.775 83.863 76.975 83.334 82.319
	Acc: 0.947 OSCR : 72.392 AUROC_max_val (%): 83.863 AUROC_real (%): 74.599

Epoch 156/600
235/235 - 6s - loss: 0.8992 - accuracy: 0.9087 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6979048848152161
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.975 79.475 73.312 77.341 78.922
	Acc: 0.944 OSCR : 69.332 AUROC_max_val (%): 79.475 AUROC_real (%): 71.542

Epoch 157/600
235/235 - 6s - loss: 0.8938 - accuracy: 0.9077 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5600763559341431
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.950 84.703 77.662 84.616 83.130
	Acc: 0.949 OSCR : 72.998 AUROC_max_val (%): 84.703 AUROC_real (%): 75.045

Epoch 158/600
235/235 - 6s - loss: 0.8792 - accuracy: 0.9108 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6051867008209229
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 83.928 76.612 83.903 82.235
	Acc: 0.947 OSCR : 72.281 AUROC_max_val (%): 83.928 AUROC_real (%): 74.406

Epoch 159/600
235/235 - 6s - loss: 0.8930 - accuracy: 0.9088 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5577693581581116
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.675 84.881 77.475 85.038 83.192
	Acc: 0.949 OSCR : 73.992 AUROC_max_val (%): 84.881 AUROC_real (%): 76.041

Epoch 160/600
235/235 - 6s - loss: 0.8647 - accuracy: 0.9126 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5868279337882996
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.375 84.241 77.038 84.006 82.839
	Acc: 0.948 OSCR : 73.049 AUROC_max_val (%): 84.241 AUROC_real (%): 75.173

Epoch 161/600
235/235 - 6s - loss: 0.8786 - accuracy: 0.9123 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.611621081829071
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 82.625 75.662 81.677 81.369
	Acc: 0.945 OSCR : 71.789 AUROC_max_val (%): 82.625 AUROC_real (%): 73.979

Epoch 162/600
235/235 - 6s - loss: 0.8681 - accuracy: 0.9128 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5583049058914185
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.775 83.344 76.088 82.934 81.642
	Acc: 0.951 OSCR : 72.313 AUROC_max_val (%): 83.344 AUROC_real (%): 74.237

Epoch 163/600
235/235 - 6s - loss: 0.8515 - accuracy: 0.9154 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5660420656204224
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 83.840 76.987 83.994 81.703
	Acc: 0.951 OSCR : 72.525 AUROC_max_val (%): 83.840 AUROC_real (%): 74.477

Epoch 164/600
235/235 - 6s - loss: 0.8455 - accuracy: 0.9146 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5745534896850586
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 85.173 77.837 85.663 83.060
	Acc: 0.950 OSCR : 72.651 AUROC_max_val (%): 85.173 AUROC_real (%): 74.622

Epoch 165/600
235/235 - 6s - loss: 0.8630 - accuracy: 0.9126 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5678470134735107
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.550 83.949 76.463 84.098 82.137
	Acc: 0.950 OSCR : 72.506 AUROC_max_val (%): 83.949 AUROC_real (%): 74.493

Epoch 166/600
235/235 - 6s - loss: 0.8467 - accuracy: 0.9148 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5731806755065918
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.625 84.761 77.412 84.640 83.294
	Acc: 0.949 OSCR : 72.871 AUROC_max_val (%): 84.761 AUROC_real (%): 75.008

Epoch 167/600
235/235 - 6s - loss: 0.8506 - accuracy: 0.9142 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5993738770484924
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.175 83.718 76.513 83.425 82.066
	Acc: 0.949 OSCR : 72.562 AUROC_max_val (%): 83.718 AUROC_real (%): 74.714

Epoch 168/600
235/235 - 6s - loss: 0.8477 - accuracy: 0.9141 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5479840040206909
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.450 84.269 77.200 83.943 82.792
	Acc: 0.950 OSCR : 73.610 AUROC_max_val (%): 84.269 AUROC_real (%): 75.585

Epoch 169/600
235/235 - 6s - loss: 0.8510 - accuracy: 0.9146 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5795941948890686
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 83.921 76.787 83.651 82.492
	Acc: 0.952 OSCR : 71.861 AUROC_max_val (%): 83.921 AUROC_real (%): 73.800

Epoch 170/600
235/235 - 6s - loss: 0.8561 - accuracy: 0.9128 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5917319059371948
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.125 82.943 75.812 82.231 81.607
	Acc: 0.945 OSCR : 72.888 AUROC_max_val (%): 82.943 AUROC_real (%): 75.025

Epoch 171/600
235/235 - 6s - loss: 0.8252 - accuracy: 0.9164 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5426598787307739
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.850 84.514 77.375 84.180 82.895
	Acc: 0.953 OSCR : 74.360 AUROC_max_val (%): 84.514 AUROC_real (%): 76.266

Epoch 172/600
235/235 - 6s - loss: 0.8175 - accuracy: 0.9174 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5584095120429993
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.250 83.089 75.925 82.041 82.002
	Acc: 0.952 OSCR : 72.948 AUROC_max_val (%): 83.089 AUROC_real (%): 74.926

Epoch 173/600
235/235 - 6s - loss: 0.8621 - accuracy: 0.9118 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5433879494667053
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.325 84.416 77.088 84.293 82.777
	Acc: 0.951 OSCR : 74.062 AUROC_max_val (%): 84.416 AUROC_real (%): 76.019

Epoch 174/600
235/235 - 6s - loss: 0.8376 - accuracy: 0.9159 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5502675771713257
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.625 83.823 76.638 83.241 82.571
	Acc: 0.953 OSCR : 73.097 AUROC_max_val (%): 83.823 AUROC_real (%): 75.028

Epoch 175/600
235/235 - 6s - loss: 0.8209 - accuracy: 0.9177 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5266488194465637
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.550 84.649 77.362 84.507 83.312
	Acc: 0.953 OSCR : 74.116 AUROC_max_val (%): 84.649 AUROC_real (%): 76.038

Epoch 176/600
235/235 - 6s - loss: 0.8172 - accuracy: 0.9164 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5430611371994019
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.350 84.348 77.150 83.939 83.098
	Acc: 0.948 OSCR : 74.790 AUROC_max_val (%): 84.348 AUROC_real (%): 76.849

Epoch 177/600
235/235 - 6s - loss: 0.8320 - accuracy: 0.9150 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5380933284759521
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 84.818 77.587 84.697 83.226
	Acc: 0.950 OSCR : 74.054 AUROC_max_val (%): 84.818 AUROC_real (%): 75.984

Epoch 178/600
235/235 - 6s - loss: 0.8074 - accuracy: 0.9160 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5478659272193909
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.925 84.479 77.225 84.180 82.989
	Acc: 0.951 OSCR : 73.680 AUROC_max_val (%): 84.479 AUROC_real (%): 75.636

Epoch 179/600
235/235 - 6s - loss: 0.8181 - accuracy: 0.9177 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5409894585609436
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.425 84.422 77.425 84.244 82.841
	Acc: 0.952 OSCR : 73.396 AUROC_max_val (%): 84.422 AUROC_real (%): 75.284

Epoch 180/600
235/235 - 6s - loss: 0.8067 - accuracy: 0.9180 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5511854290962219
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.525 84.309 77.012 83.986 82.899
	Acc: 0.952 OSCR : 72.889 AUROC_max_val (%): 84.309 AUROC_real (%): 74.798

Epoch 181/600
235/235 - 6s - loss: 0.8119 - accuracy: 0.9171 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5413770079612732
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 83.979 76.812 83.428 82.691
	Acc: 0.952 OSCR : 73.453 AUROC_max_val (%): 83.979 AUROC_real (%): 75.383

Epoch 182/600
235/235 - 6s - loss: 0.8124 - accuracy: 0.9180 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5441758632659912
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.625 84.362 77.062 83.982 82.890
	Acc: 0.951 OSCR : 73.506 AUROC_max_val (%): 84.362 AUROC_real (%): 75.447

Epoch 183/600
235/235 - 6s - loss: 0.8054 - accuracy: 0.9180 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5544624924659729
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.125 84.341 77.038 83.962 83.090
	Acc: 0.951 OSCR : 73.141 AUROC_max_val (%): 84.341 AUROC_real (%): 75.122

Epoch 184/600
235/235 - 6s - loss: 0.8128 - accuracy: 0.9181 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.54181307554245
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.475 84.536 77.400 84.012 83.353
	Acc: 0.950 OSCR : 73.422 AUROC_max_val (%): 84.536 AUROC_real (%): 75.396

Epoch 185/600
235/235 - 6s - loss: 0.8138 - accuracy: 0.9175 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5231773257255554
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.350 85.179 77.875 85.116 83.791
	Acc: 0.952 OSCR : 74.496 AUROC_max_val (%): 85.179 AUROC_real (%): 76.456

Epoch 186/600
235/235 - 6s - loss: 0.8112 - accuracy: 0.9181 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5351816415786743
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.225 84.597 77.425 84.180 83.339
	Acc: 0.951 OSCR : 73.915 AUROC_max_val (%): 84.597 AUROC_real (%): 75.864

Epoch 187/600
235/235 - 6s - loss: 0.8288 - accuracy: 0.9161 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5262752175331116
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.625 84.555 77.463 84.021 83.444
	Acc: 0.952 OSCR : 73.864 AUROC_max_val (%): 84.555 AUROC_real (%): 75.784

Epoch 188/600
235/235 - 6s - loss: 0.7884 - accuracy: 0.9194 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5345909595489502
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.350 85.130 77.775 84.816 83.871
	Acc: 0.952 OSCR : 73.653 AUROC_max_val (%): 85.130 AUROC_real (%): 75.596

Epoch 189/600
235/235 - 6s - loss: 0.8043 - accuracy: 0.9187 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5341737866401672
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.000 84.884 77.862 84.559 83.585
	Acc: 0.954 OSCR : 73.491 AUROC_max_val (%): 84.884 AUROC_real (%): 75.373

Epoch 190/600
235/235 - 6s - loss: 0.8049 - accuracy: 0.9185 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5547999739646912
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.325 84.217 77.250 83.635 82.932
	Acc: 0.952 OSCR : 72.895 AUROC_max_val (%): 84.217 AUROC_real (%): 74.839

Epoch 191/600
235/235 - 6s - loss: 0.8122 - accuracy: 0.9180 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5383831858634949
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.325 84.698 77.613 84.369 83.319
	Acc: 0.953 OSCR : 73.570 AUROC_max_val (%): 84.698 AUROC_real (%): 75.478

Epoch 192/600
235/235 - 6s - loss: 0.7976 - accuracy: 0.9195 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5382152795791626
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.525 84.654 77.500 84.329 83.276
	Acc: 0.952 OSCR : 73.677 AUROC_max_val (%): 84.654 AUROC_real (%): 75.591

Epoch 193/600
235/235 - 6s - loss: 0.7982 - accuracy: 0.9191 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5297911167144775
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.625 84.699 77.488 84.353 83.314
	Acc: 0.953 OSCR : 74.148 AUROC_max_val (%): 84.699 AUROC_real (%): 76.071

Epoch 194/600
235/235 - 6s - loss: 0.8141 - accuracy: 0.9171 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5421323776245117
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.125 84.285 77.150 83.740 82.996
	Acc: 0.952 OSCR : 73.554 AUROC_max_val (%): 84.285 AUROC_real (%): 75.490

Epoch 195/600
235/235 - 6s - loss: 0.7965 - accuracy: 0.9203 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5329039096832275
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.625 84.419 77.175 83.905 83.148
	Acc: 0.953 OSCR : 73.980 AUROC_max_val (%): 84.419 AUROC_real (%): 75.906

Epoch 196/600
235/235 - 6s - loss: 0.8011 - accuracy: 0.9184 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5382840633392334
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.550 84.293 77.225 83.707 83.042
	Acc: 0.953 OSCR : 73.666 AUROC_max_val (%): 84.293 AUROC_real (%): 75.602

Epoch 197/600
235/235 - 6s - loss: 0.7950 - accuracy: 0.9196 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5360201597213745
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.250 84.274 77.162 83.687 83.043
	Acc: 0.953 OSCR : 73.709 AUROC_max_val (%): 84.274 AUROC_real (%): 75.638

Epoch 198/600
235/235 - 6s - loss: 0.7961 - accuracy: 0.9192 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5264889001846313
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.550 84.554 77.325 84.100 83.261
	Acc: 0.953 OSCR : 74.221 AUROC_max_val (%): 84.554 AUROC_real (%): 76.147

Epoch 199/600
235/235 - 6s - loss: 0.7872 - accuracy: 0.9211 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5366426706314087
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.675 84.463 77.312 83.989 83.186
	Acc: 0.953 OSCR : 73.647 AUROC_max_val (%): 84.463 AUROC_real (%): 75.573

Epoch 200/600
235/235 - 6s - loss: 0.7924 - accuracy: 0.9205 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5362054705619812
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.425 84.513 77.312 84.060 83.212
	Acc: 0.953 OSCR : 73.661 AUROC_max_val (%): 84.513 AUROC_real (%): 75.578

Epoch 201/600
235/235 - 6s - loss: 0.7876 - accuracy: 0.9208 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5345185399055481
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.400 84.437 77.275 83.938 83.161
	Acc: 0.953 OSCR : 73.741 AUROC_max_val (%): 84.437 AUROC_real (%): 75.663

Epoch 202/600
235/235 - 6s - loss: 1.3244 - accuracy: 0.8690 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9639586210250854
	accuracy: 0.9325000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.350 82.713 75.838 83.139 80.266
	Acc: 0.932 OSCR : 67.655 AUROC_max_val (%): 82.713 AUROC_real (%): 70.634

Epoch 203/600
235/235 - 6s - loss: 1.2898 - accuracy: 0.8704 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.7725380659103394
	accuracy: 0.8942499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.325 78.836 71.788 79.756 76.140
	Acc: 0.894 OSCR : 56.981 AUROC_max_val (%): 78.836 AUROC_real (%): 61.117

Epoch 204/600
235/235 - 6s - loss: 1.2765 - accuracy: 0.8738 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9915042519569397
	accuracy: 0.9077500104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.700 79.510 73.037 78.368 78.189
	Acc: 0.908 OSCR : 69.356 AUROC_max_val (%): 79.510 AUROC_real (%): 73.259

Epoch 205/600
235/235 - 6s - loss: 1.2603 - accuracy: 0.8739 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7566308975219727
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.125 81.332 74.450 81.492 78.848
	Acc: 0.930 OSCR : 69.987 AUROC_max_val (%): 81.332 AUROC_real (%): 72.788

Epoch 206/600
235/235 - 6s - loss: 1.2615 - accuracy: 0.8750 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7539013624191284
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.625 79.737 73.163 79.623 78.166
	Acc: 0.928 OSCR : 69.707 AUROC_max_val (%): 79.737 AUROC_real (%): 72.392

Epoch 207/600
235/235 - 6s - loss: 1.2544 - accuracy: 0.8736 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8605238795280457
	accuracy: 0.921750009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.575 81.101 74.100 81.313 78.714
	Acc: 0.922 OSCR : 68.895 AUROC_max_val (%): 81.101 AUROC_real (%): 71.963

Epoch 208/600
235/235 - 6s - loss: 1.2652 - accuracy: 0.8739 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9176154136657715
	accuracy: 0.9235000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.700 82.052 75.237 82.858 79.755
	Acc: 0.923 OSCR : 67.854 AUROC_max_val (%): 82.052 AUROC_real (%): 70.996

Epoch 209/600
235/235 - 6s - loss: 1.2570 - accuracy: 0.8725 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9053844213485718
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.425 84.608 77.125 86.154 81.826
	Acc: 0.923 OSCR : 72.571 AUROC_max_val (%): 84.608 AUROC_real (%): 75.889

Epoch 210/600
235/235 - 6s - loss: 1.2427 - accuracy: 0.8759 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9416861534118652
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 80.494 73.737 80.206 78.460
	Acc: 0.929 OSCR : 62.171 AUROC_max_val (%): 80.494 AUROC_real (%): 64.794

Epoch 211/600
235/235 - 6s - loss: 1.2283 - accuracy: 0.8772 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.1064484119415283
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.825 81.599 75.050 82.554 78.734
	Acc: 0.942 OSCR : 58.163 AUROC_max_val (%): 81.599 AUROC_real (%): 60.347

Epoch 212/600
235/235 - 6s - loss: 1.2390 - accuracy: 0.8760 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9239915013313293
	accuracy: 0.9262499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.725 78.364 72.037 77.936 75.834
	Acc: 0.926 OSCR : 68.968 AUROC_max_val (%): 78.364 AUROC_real (%): 71.826

Epoch 213/600
235/235 - 6s - loss: 1.2401 - accuracy: 0.8761 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9255884885787964
	accuracy: 0.9232500195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.475 80.843 74.363 79.829 78.849
	Acc: 0.923 OSCR : 67.253 AUROC_max_val (%): 80.843 AUROC_real (%): 70.273

Epoch 214/600
235/235 - 6s - loss: 1.2185 - accuracy: 0.8777 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8391663432121277
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.625 80.621 73.862 80.652 78.380
	Acc: 0.925 OSCR : 70.040 AUROC_max_val (%): 80.621 AUROC_real (%): 73.201

Epoch 215/600
235/235 - 6s - loss: 1.2219 - accuracy: 0.8792 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.0799533128738403
	accuracy: 0.9202499985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.475 79.057 72.188 79.569 76.784
	Acc: 0.920 OSCR : 63.817 AUROC_max_val (%): 79.057 AUROC_real (%): 66.946

Epoch 216/600
235/235 - 6s - loss: 1.2182 - accuracy: 0.8764 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7961305379867554
	accuracy: 0.9317499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.825 85.269 77.787 85.924 83.334
	Acc: 0.932 OSCR : 69.618 AUROC_max_val (%): 85.269 AUROC_real (%): 72.412

Epoch 217/600
235/235 - 6s - loss: 1.2335 - accuracy: 0.8752 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.934009850025177
	accuracy: 0.918749988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.125 79.249 73.063 78.306 77.284
	Acc: 0.919 OSCR : 65.718 AUROC_max_val (%): 79.249 AUROC_real (%): 68.764

Epoch 218/600
235/235 - 6s - loss: 1.2062 - accuracy: 0.8794 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7852853536605835
	accuracy: 0.9317499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.275 83.176 75.438 84.154 80.872
	Acc: 0.932 OSCR : 70.817 AUROC_max_val (%): 83.176 AUROC_real (%): 73.591

Epoch 219/600
235/235 - 6s - loss: 1.1660 - accuracy: 0.8836 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6886454224586487
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 81.081 74.213 80.634 79.402
	Acc: 0.938 OSCR : 71.659 AUROC_max_val (%): 81.081 AUROC_real (%): 74.010

Epoch 220/600
235/235 - 6s - loss: 1.1975 - accuracy: 0.8797 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8908151984214783
	accuracy: 0.9302499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.350 78.808 72.525 78.323 76.967
	Acc: 0.930 OSCR : 67.787 AUROC_max_val (%): 78.808 AUROC_real (%): 70.483

Epoch 221/600
235/235 - 6s - loss: 1.1801 - accuracy: 0.8816 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7712864279747009
	accuracy: 0.9325000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 81.502 74.525 81.643 79.089
	Acc: 0.932 OSCR : 71.745 AUROC_max_val (%): 81.502 AUROC_real (%): 74.386

Epoch 222/600
235/235 - 6s - loss: 1.1888 - accuracy: 0.8811 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.748562753200531
	accuracy: 0.9334999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.150 85.015 77.713 86.404 82.077
	Acc: 0.933 OSCR : 74.493 AUROC_max_val (%): 85.015 AUROC_real (%): 77.276

Epoch 223/600
235/235 - 6s - loss: 1.1735 - accuracy: 0.8830 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9571194052696228
	accuracy: 0.9175000190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.750 72.948 68.113 71.148 70.418
	Acc: 0.917 OSCR : 65.606 AUROC_max_val (%): 72.948 AUROC_real (%): 68.478

Epoch 224/600
235/235 - 6s - loss: 1.1715 - accuracy: 0.8829 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6960047483444214
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.025 83.872 76.850 84.147 81.365
	Acc: 0.935 OSCR : 75.472 AUROC_max_val (%): 83.872 AUROC_real (%): 78.189

Epoch 225/600
235/235 - 6s - loss: 1.1752 - accuracy: 0.8823 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7974814176559448
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.450 81.193 74.812 81.513 78.854
	Acc: 0.932 OSCR : 68.759 AUROC_max_val (%): 81.193 AUROC_real (%): 71.368

Epoch 226/600
235/235 - 6s - loss: 1.1814 - accuracy: 0.8814 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.865397572517395
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.825 80.217 73.825 79.896 78.125
	Acc: 0.930 OSCR : 69.082 AUROC_max_val (%): 80.217 AUROC_real (%): 71.712

Epoch 227/600
235/235 - 6s - loss: 1.1465 - accuracy: 0.8856 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7664924263954163
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 78.829 72.912 76.674 77.668
	Acc: 0.938 OSCR : 69.620 AUROC_max_val (%): 78.829 AUROC_real (%): 72.060

Epoch 228/600
235/235 - 6s - loss: 1.1300 - accuracy: 0.8860 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7832106947898865
	accuracy: 0.9272500276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.650 84.784 77.350 86.261 82.074
	Acc: 0.927 OSCR : 75.021 AUROC_max_val (%): 84.784 AUROC_real (%): 78.202

Epoch 229/600
235/235 - 6s - loss: 1.1277 - accuracy: 0.8883 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9907690286636353
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.125 81.381 74.800 81.922 78.386
	Acc: 0.922 OSCR : 63.304 AUROC_max_val (%): 81.381 AUROC_real (%): 66.301

Epoch 230/600
235/235 - 6s - loss: 1.1562 - accuracy: 0.8837 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7473607659339905
	accuracy: 0.934499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 82.225 75.900 80.689 81.193
	Acc: 0.934 OSCR : 70.722 AUROC_max_val (%): 82.225 AUROC_real (%): 73.394

Epoch 231/600
235/235 - 6s - loss: 1.1130 - accuracy: 0.8887 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7155380845069885
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.150 81.914 74.988 81.477 80.199
	Acc: 0.944 OSCR : 68.264 AUROC_max_val (%): 81.914 AUROC_real (%): 70.525

Epoch 232/600
235/235 - 6s - loss: 1.1296 - accuracy: 0.8868 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7139951586723328
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.750 82.427 75.850 81.970 79.776
	Acc: 0.932 OSCR : 72.985 AUROC_max_val (%): 82.427 AUROC_real (%): 75.657

Epoch 233/600
235/235 - 6s - loss: 1.1091 - accuracy: 0.8873 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7379786372184753
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.250 86.542 79.150 87.772 84.036
	Acc: 0.938 OSCR : 69.440 AUROC_max_val (%): 86.542 AUROC_real (%): 71.847

Epoch 234/600
235/235 - 6s - loss: 1.1243 - accuracy: 0.8892 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7445624470710754
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.675 82.967 75.513 83.413 80.521
	Acc: 0.933 OSCR : 70.117 AUROC_max_val (%): 82.967 AUROC_real (%): 72.765

Epoch 235/600
235/235 - 6s - loss: 1.1127 - accuracy: 0.8891 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8917385935783386
	accuracy: 0.9275000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.075 77.378 71.225 76.654 75.042
	Acc: 0.927 OSCR : 66.959 AUROC_max_val (%): 77.378 AUROC_real (%): 69.783

Epoch 236/600
235/235 - 6s - loss: 1.1233 - accuracy: 0.8865 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7022853493690491
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.625 82.812 75.875 82.717 80.588
	Acc: 0.940 OSCR : 69.800 AUROC_max_val (%): 82.812 AUROC_real (%): 72.216

Epoch 237/600
235/235 - 6s - loss: 1.1234 - accuracy: 0.8873 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9840354323387146
	accuracy: 0.9252499938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.750 81.603 74.550 82.672 79.174
	Acc: 0.925 OSCR : 66.613 AUROC_max_val (%): 81.603 AUROC_real (%): 69.697

Epoch 238/600
235/235 - 6s - loss: 1.0973 - accuracy: 0.8892 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6936442255973816
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.325 82.040 75.212 82.077 80.372
	Acc: 0.940 OSCR : 70.881 AUROC_max_val (%): 82.040 AUROC_real (%): 73.401

Epoch 239/600
235/235 - 6s - loss: 1.1141 - accuracy: 0.8891 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6417115330696106
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.650 84.153 77.263 85.065 81.486
	Acc: 0.940 OSCR : 74.896 AUROC_max_val (%): 84.153 AUROC_real (%): 77.269

Epoch 240/600
235/235 - 6s - loss: 1.1018 - accuracy: 0.8881 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8092180490493774
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 83.924 76.300 84.379 81.756
	Acc: 0.928 OSCR : 69.850 AUROC_max_val (%): 83.924 AUROC_real (%): 72.840

Epoch 241/600
235/235 - 6s - loss: 1.0783 - accuracy: 0.8923 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8945261836051941
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.450 79.366 73.050 77.512 78.349
	Acc: 0.936 OSCR : 66.128 AUROC_max_val (%): 79.366 AUROC_real (%): 68.690

Epoch 242/600
235/235 - 6s - loss: 1.0873 - accuracy: 0.8902 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8071686625480652
	accuracy: 0.9235000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.275 85.488 78.162 86.843 82.636
	Acc: 0.923 OSCR : 73.983 AUROC_max_val (%): 85.488 AUROC_real (%): 77.287

Epoch 243/600
235/235 - 6s - loss: 1.0981 - accuracy: 0.8905 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7784897089004517
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.275 81.646 75.062 79.748 81.373
	Acc: 0.940 OSCR : 71.152 AUROC_max_val (%): 81.646 AUROC_real (%): 73.836

Epoch 244/600
235/235 - 6s - loss: 1.0703 - accuracy: 0.8927 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7948763370513916
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.625 83.407 76.700 82.589 81.998
	Acc: 0.944 OSCR : 65.564 AUROC_max_val (%): 83.407 AUROC_real (%): 67.880

Epoch 245/600
235/235 - 6s - loss: 1.0627 - accuracy: 0.8942 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8064748048782349
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.350 80.464 73.625 79.606 79.320
	Acc: 0.935 OSCR : 70.087 AUROC_max_val (%): 80.464 AUROC_real (%): 72.841

Epoch 246/600
235/235 - 6s - loss: 1.0828 - accuracy: 0.8908 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7221845984458923
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 83.374 76.350 82.825 82.119
	Acc: 0.939 OSCR : 72.331 AUROC_max_val (%): 83.374 AUROC_real (%): 74.981

Epoch 247/600
235/235 - 6s - loss: 1.0766 - accuracy: 0.8923 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.700673520565033
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.450 82.969 75.737 83.704 80.665
	Acc: 0.936 OSCR : 73.671 AUROC_max_val (%): 82.969 AUROC_real (%): 76.290

Epoch 248/600
235/235 - 6s - loss: 1.0476 - accuracy: 0.8939 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9031643867492676
	accuracy: 0.9325000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 79.263 73.275 76.650 78.574
	Acc: 0.932 OSCR : 68.157 AUROC_max_val (%): 79.263 AUROC_real (%): 70.894

Epoch 249/600
235/235 - 6s - loss: 1.0349 - accuracy: 0.8972 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8841555118560791
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.175 81.340 74.737 81.957 78.546
	Acc: 0.928 OSCR : 68.473 AUROC_max_val (%): 81.340 AUROC_real (%): 71.364

Epoch 250/600
235/235 - 6s - loss: 1.0600 - accuracy: 0.8918 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6787577271461487
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.250 83.940 77.025 85.336 81.128
	Acc: 0.936 OSCR : 74.088 AUROC_max_val (%): 83.940 AUROC_real (%): 76.703

Epoch 251/600
235/235 - 6s - loss: 1.0421 - accuracy: 0.8958 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8573610782623291
	accuracy: 0.9272500276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 77.150 71.800 74.616 75.579
	Acc: 0.927 OSCR : 71.871 AUROC_max_val (%): 77.150 AUROC_real (%): 74.692

Epoch 252/600
235/235 - 6s - loss: 1.0260 - accuracy: 0.8962 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7537760138511658
	accuracy: 0.9282500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.475 82.479 75.400 82.192 81.091
	Acc: 0.928 OSCR : 71.873 AUROC_max_val (%): 82.479 AUROC_real (%): 74.799

Epoch 253/600
235/235 - 6s - loss: 1.0376 - accuracy: 0.8956 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7393147349357605
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.025 79.868 73.775 79.470 77.801
	Acc: 0.935 OSCR : 68.238 AUROC_max_val (%): 79.868 AUROC_real (%): 70.743

Epoch 254/600
235/235 - 6s - loss: 1.0173 - accuracy: 0.8976 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8230652213096619
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.150 79.247 73.438 76.350 78.459
	Acc: 0.938 OSCR : 66.633 AUROC_max_val (%): 79.247 AUROC_real (%): 69.017

Epoch 255/600
235/235 - 6s - loss: 1.0227 - accuracy: 0.8972 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7526164054870605
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.450 82.782 76.200 81.341 81.498
	Acc: 0.949 OSCR : 67.456 AUROC_max_val (%): 82.782 AUROC_real (%): 69.535

Epoch 256/600
235/235 - 6s - loss: 1.0258 - accuracy: 0.8966 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5894963145256042
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.375 83.368 76.237 82.863 82.331
	Acc: 0.951 OSCR : 73.176 AUROC_max_val (%): 83.368 AUROC_real (%): 75.293

Epoch 257/600
235/235 - 6s - loss: 1.0181 - accuracy: 0.8972 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7867112755775452
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.600 78.779 73.037 77.297 76.591
	Acc: 0.932 OSCR : 70.894 AUROC_max_val (%): 78.779 AUROC_real (%): 73.551

Epoch 258/600
235/235 - 6s - loss: 0.9862 - accuracy: 0.9005 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9892525672912598
	accuracy: 0.921500027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.075 82.736 75.963 83.738 80.567
	Acc: 0.921 OSCR : 68.013 AUROC_max_val (%): 82.736 AUROC_real (%): 71.437

Epoch 259/600
235/235 - 6s - loss: 1.0094 - accuracy: 0.8978 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6251585483551025
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 85.105 78.013 84.763 83.720
	Acc: 0.942 OSCR : 72.414 AUROC_max_val (%): 85.105 AUROC_real (%): 74.741

Epoch 260/600
235/235 - 6s - loss: 1.0147 - accuracy: 0.8980 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8155584931373596
	accuracy: 0.9304999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.925 83.902 76.862 84.430 81.822
	Acc: 0.930 OSCR : 71.077 AUROC_max_val (%): 83.902 AUROC_real (%): 74.089

Epoch 261/600
235/235 - 6s - loss: 0.9895 - accuracy: 0.9020 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7299723029136658
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.975 80.927 74.425 80.727 78.902
	Acc: 0.940 OSCR : 68.561 AUROC_max_val (%): 80.927 AUROC_real (%): 70.987

Epoch 262/600
235/235 - 6s - loss: 0.9728 - accuracy: 0.9022 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.8402985334396362
	accuracy: 0.9334999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.925 80.007 73.312 79.033 78.376
	Acc: 0.933 OSCR : 67.526 AUROC_max_val (%): 80.007 AUROC_real (%): 70.109

Epoch 263/600
235/235 - 6s - loss: 1.0066 - accuracy: 0.8975 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7952866554260254
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.975 82.496 75.863 82.129 80.674
	Acc: 0.939 OSCR : 68.508 AUROC_max_val (%): 82.496 AUROC_real (%): 70.921

Epoch 264/600
235/235 - 6s - loss: 0.9814 - accuracy: 0.9018 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.89860600233078
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 79.814 74.000 77.606 78.740
	Acc: 0.929 OSCR : 68.544 AUROC_max_val (%): 79.814 AUROC_real (%): 71.478

Epoch 265/600
235/235 - 6s - loss: 0.9888 - accuracy: 0.8998 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6732701659202576
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.450 82.623 75.825 81.296 81.284
	Acc: 0.943 OSCR : 71.543 AUROC_max_val (%): 82.623 AUROC_real (%): 73.927

Epoch 266/600
235/235 - 6s - loss: 0.9813 - accuracy: 0.9019 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8424135446548462
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.550 83.789 76.663 84.155 81.259
	Acc: 0.935 OSCR : 68.053 AUROC_max_val (%): 83.789 AUROC_real (%): 70.712

Epoch 267/600
235/235 - 6s - loss: 0.9640 - accuracy: 0.9036 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6323057413101196
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.825 83.591 76.538 83.501 81.657
	Acc: 0.942 OSCR : 73.029 AUROC_max_val (%): 83.591 AUROC_real (%): 75.260

Epoch 268/600
235/235 - 6s - loss: 0.9664 - accuracy: 0.9034 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6898059844970703
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.325 81.665 74.925 80.222 80.311
	Acc: 0.942 OSCR : 69.862 AUROC_max_val (%): 81.665 AUROC_real (%): 72.196

Epoch 269/600
235/235 - 6s - loss: 0.9738 - accuracy: 0.9008 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5328769087791443
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.025 85.268 78.100 85.915 83.554
	Acc: 0.953 OSCR : 76.225 AUROC_max_val (%): 85.268 AUROC_real (%): 78.213

Epoch 270/600
235/235 - 6s - loss: 0.9524 - accuracy: 0.9035 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8932966589927673
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.350 78.321 73.350 74.148 78.774
	Acc: 0.935 OSCR : 69.343 AUROC_max_val (%): 78.321 AUROC_real (%): 71.982

Epoch 271/600
235/235 - 6s - loss: 0.9614 - accuracy: 0.9035 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7415832281112671
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 81.984 75.200 82.187 79.735
	Acc: 0.937 OSCR : 73.553 AUROC_max_val (%): 81.984 AUROC_real (%): 76.281

Epoch 272/600
235/235 - 6s - loss: 0.9673 - accuracy: 0.9020 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8253165483474731
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.600 83.002 75.613 83.872 81.041
	Acc: 0.936 OSCR : 68.575 AUROC_max_val (%): 83.002 AUROC_real (%): 71.149

Epoch 273/600
235/235 - 6s - loss: 0.9519 - accuracy: 0.9032 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6456737518310547
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.975 82.277 75.188 81.597 80.636
	Acc: 0.947 OSCR : 70.581 AUROC_max_val (%): 82.277 AUROC_real (%): 72.730

Epoch 274/600
235/235 - 6s - loss: 0.9568 - accuracy: 0.9037 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5901157855987549
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.350 86.161 78.963 87.037 83.675
	Acc: 0.949 OSCR : 75.598 AUROC_max_val (%): 86.161 AUROC_real (%): 77.832

Epoch 275/600
235/235 - 6s - loss: 0.9341 - accuracy: 0.9082 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6915094256401062
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.000 85.538 77.875 86.151 83.559
	Acc: 0.946 OSCR : 67.344 AUROC_max_val (%): 85.538 AUROC_real (%): 69.392

Epoch 276/600
235/235 - 6s - loss: 0.9575 - accuracy: 0.9051 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.52471923828125
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 85.194 78.200 85.488 82.805
	Acc: 0.956 OSCR : 73.004 AUROC_max_val (%): 85.194 AUROC_real (%): 74.688

Epoch 277/600
235/235 - 6s - loss: 0.9292 - accuracy: 0.9080 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6774929165840149
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.550 84.936 77.787 85.704 82.776
	Acc: 0.946 OSCR : 71.804 AUROC_max_val (%): 84.936 AUROC_real (%): 73.974

Epoch 278/600
235/235 - 6s - loss: 0.9334 - accuracy: 0.9053 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6048895120620728
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 83.321 75.963 83.146 81.658
	Acc: 0.949 OSCR : 72.778 AUROC_max_val (%): 83.321 AUROC_real (%): 74.882

Epoch 279/600
235/235 - 6s - loss: 0.9355 - accuracy: 0.9053 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.658031165599823
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.375 83.992 77.163 82.826 82.998
	Acc: 0.951 OSCR : 70.076 AUROC_max_val (%): 83.992 AUROC_real (%): 72.119

Epoch 280/600
235/235 - 6s - loss: 0.9260 - accuracy: 0.9078 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6010235548019409
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 86.284 79.200 87.315 83.885
	Acc: 0.949 OSCR : 74.166 AUROC_max_val (%): 86.284 AUROC_real (%): 76.286

Epoch 281/600
235/235 - 6s - loss: 0.9547 - accuracy: 0.9039 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6478399038314819
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.150 85.629 78.075 86.415 83.734
	Acc: 0.948 OSCR : 69.979 AUROC_max_val (%): 85.629 AUROC_real (%): 72.169

Epoch 282/600
235/235 - 6s - loss: 0.9156 - accuracy: 0.9072 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6093149781227112
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 83.708 76.838 83.645 81.708
	Acc: 0.943 OSCR : 74.240 AUROC_max_val (%): 83.708 AUROC_real (%): 76.472

Epoch 283/600
235/235 - 6s - loss: 0.9025 - accuracy: 0.9077 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7341681122779846
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 84.464 77.450 84.573 82.927
	Acc: 0.945 OSCR : 68.681 AUROC_max_val (%): 84.464 AUROC_real (%): 70.918

Epoch 284/600
235/235 - 6s - loss: 0.9096 - accuracy: 0.9076 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7870575189590454
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.825 83.943 76.500 84.322 82.858
	Acc: 0.948 OSCR : 67.806 AUROC_max_val (%): 83.943 AUROC_real (%): 70.145

Epoch 285/600
235/235 - 6s - loss: 0.9008 - accuracy: 0.9090 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7050699591636658
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 81.667 74.912 81.617 79.546
	Acc: 0.937 OSCR : 70.792 AUROC_max_val (%): 81.667 AUROC_real (%): 73.223

Epoch 286/600
235/235 - 6s - loss: 0.8920 - accuracy: 0.9112 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.594881534576416
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 84.752 77.612 85.174 82.593
	Acc: 0.956 OSCR : 72.124 AUROC_max_val (%): 84.752 AUROC_real (%): 73.858

Epoch 287/600
235/235 - 6s - loss: 0.9010 - accuracy: 0.9093 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5487110614776611
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.350 84.239 77.425 83.566 82.958
	Acc: 0.957 OSCR : 72.855 AUROC_max_val (%): 84.239 AUROC_real (%): 74.644

Epoch 288/600
235/235 - 6s - loss: 0.8942 - accuracy: 0.9104 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6601892709732056
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.725 83.416 76.775 82.843 81.421
	Acc: 0.940 OSCR : 72.418 AUROC_max_val (%): 83.416 AUROC_real (%): 74.761

Epoch 289/600
235/235 - 6s - loss: 0.8799 - accuracy: 0.9112 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6022571921348572
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 84.984 77.737 84.078 83.931
	Acc: 0.952 OSCR : 72.287 AUROC_max_val (%): 84.984 AUROC_real (%): 74.361

Epoch 290/600
235/235 - 6s - loss: 0.8885 - accuracy: 0.9104 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6641494631767273
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.825 85.604 78.062 85.805 83.908
	Acc: 0.945 OSCR : 71.112 AUROC_max_val (%): 85.604 AUROC_real (%): 73.374

Epoch 291/600
235/235 - 6s - loss: 0.8791 - accuracy: 0.9115 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5107473731040955
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.775 84.829 77.875 84.541 83.345
	Acc: 0.955 OSCR : 73.756 AUROC_max_val (%): 84.829 AUROC_real (%): 75.502

Epoch 292/600
235/235 - 6s - loss: 0.8662 - accuracy: 0.9132 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5355276465415955
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.325 84.143 77.000 83.444 82.855
	Acc: 0.954 OSCR : 75.145 AUROC_max_val (%): 84.143 AUROC_real (%): 77.137

Epoch 293/600
235/235 - 6s - loss: 0.8919 - accuracy: 0.9091 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6638359427452087
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.775 82.117 75.688 80.473 80.906
	Acc: 0.945 OSCR : 70.879 AUROC_max_val (%): 82.117 AUROC_real (%): 73.024

Epoch 294/600
235/235 - 6s - loss: 0.8695 - accuracy: 0.9133 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.612146258354187
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.125 82.877 76.288 82.352 81.101
	Acc: 0.947 OSCR : 71.784 AUROC_max_val (%): 82.877 AUROC_real (%): 73.918

Epoch 295/600
235/235 - 6s - loss: 0.8455 - accuracy: 0.9155 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6310105323791504
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.200 83.943 77.287 82.852 82.672
	Acc: 0.952 OSCR : 71.752 AUROC_max_val (%): 83.943 AUROC_real (%): 73.804

Epoch 296/600
235/235 - 6s - loss: 0.8643 - accuracy: 0.9137 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5650014281272888
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.150 84.414 76.975 84.719 82.828
	Acc: 0.950 OSCR : 74.852 AUROC_max_val (%): 84.414 AUROC_real (%): 76.936

Epoch 297/600
235/235 - 6s - loss: 0.8631 - accuracy: 0.9130 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7189029455184937
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.525 83.118 76.338 82.525 81.516
	Acc: 0.939 OSCR : 68.946 AUROC_max_val (%): 83.118 AUROC_real (%): 71.182

Epoch 298/600
235/235 - 6s - loss: 0.8476 - accuracy: 0.9142 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6258845925331116
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.425 84.670 77.838 84.423 82.832
	Acc: 0.951 OSCR : 73.972 AUROC_max_val (%): 84.670 AUROC_real (%): 76.148

Epoch 299/600
235/235 - 6s - loss: 0.8386 - accuracy: 0.9168 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5806355476379395
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.850 84.232 77.213 83.631 82.626
	Acc: 0.948 OSCR : 74.937 AUROC_max_val (%): 84.232 AUROC_real (%): 77.051

Epoch 300/600
235/235 - 6s - loss: 0.8546 - accuracy: 0.9140 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5888203382492065
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.950 84.969 78.113 84.061 83.630
	Acc: 0.949 OSCR : 72.619 AUROC_max_val (%): 84.969 AUROC_real (%): 74.714

Epoch 301/600
235/235 - 6s - loss: 0.8284 - accuracy: 0.9178 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.634876012802124
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.575 86.918 79.862 87.266 85.032
	Acc: 0.948 OSCR : 72.088 AUROC_max_val (%): 86.918 AUROC_real (%): 74.157

Epoch 302/600
235/235 - 6s - loss: 0.8335 - accuracy: 0.9158 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.583662211894989
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.150 86.171 78.825 86.514 84.592
	Acc: 0.950 OSCR : 71.018 AUROC_max_val (%): 86.171 AUROC_real (%): 73.034

Epoch 303/600
235/235 - 6s - loss: 0.8423 - accuracy: 0.9140 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7109307050704956
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.275 83.396 77.200 80.975 82.996
	Acc: 0.949 OSCR : 71.623 AUROC_max_val (%): 83.396 AUROC_real (%): 73.800

Epoch 304/600
235/235 - 6s - loss: 0.8368 - accuracy: 0.9147 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5624319314956665
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.275 87.093 79.688 87.525 85.396
	Acc: 0.959 OSCR : 72.480 AUROC_max_val (%): 87.093 AUROC_real (%): 74.245

Epoch 305/600
235/235 - 6s - loss: 0.8315 - accuracy: 0.9163 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.561050534248352
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.425 85.582 78.400 85.519 84.147
	Acc: 0.955 OSCR : 73.261 AUROC_max_val (%): 85.582 AUROC_real (%): 75.048

Epoch 306/600
235/235 - 6s - loss: 0.8206 - accuracy: 0.9174 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.619402289390564
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.075 86.432 78.763 87.068 84.397
	Acc: 0.949 OSCR : 73.484 AUROC_max_val (%): 86.432 AUROC_real (%): 75.609

Epoch 307/600
235/235 - 6s - loss: 0.8091 - accuracy: 0.9188 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5302067399024963
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.050 85.454 77.975 84.776 84.522
	Acc: 0.953 OSCR : 76.560 AUROC_max_val (%): 85.454 AUROC_real (%): 78.720

Epoch 308/600
235/235 - 6s - loss: 0.8207 - accuracy: 0.9169 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5358672142028809
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 86.295 79.438 86.523 84.448
	Acc: 0.951 OSCR : 75.285 AUROC_max_val (%): 86.295 AUROC_real (%): 77.332

Epoch 309/600
235/235 - 6s - loss: 0.8208 - accuracy: 0.9164 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.659473180770874
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.775 81.475 74.600 80.601 80.104
	Acc: 0.945 OSCR : 70.991 AUROC_max_val (%): 81.475 AUROC_real (%): 73.195

Epoch 310/600
235/235 - 6s - loss: 0.8231 - accuracy: 0.9164 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5752416253089905
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.775 85.020 78.425 84.280 83.499
	Acc: 0.952 OSCR : 73.771 AUROC_max_val (%): 85.020 AUROC_real (%): 75.736

Epoch 311/600
235/235 - 6s - loss: 0.8051 - accuracy: 0.9185 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5594275593757629
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.025 87.630 80.550 88.133 85.937
	Acc: 0.956 OSCR : 73.287 AUROC_max_val (%): 87.630 AUROC_real (%): 75.127

Epoch 312/600
235/235 - 6s - loss: 0.7941 - accuracy: 0.9198 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5693843364715576
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.225 83.463 76.662 82.483 82.013
	Acc: 0.954 OSCR : 72.589 AUROC_max_val (%): 83.463 AUROC_real (%): 74.444

Epoch 313/600
235/235 - 6s - loss: 0.8017 - accuracy: 0.9191 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5321865677833557
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.725 86.675 79.263 86.900 85.333
	Acc: 0.951 OSCR : 75.456 AUROC_max_val (%): 86.675 AUROC_real (%): 77.434

Epoch 314/600
235/235 - 6s - loss: 0.7808 - accuracy: 0.9211 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5204755067825317
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.250 85.764 78.362 85.329 85.053
	Acc: 0.958 OSCR : 73.264 AUROC_max_val (%): 85.764 AUROC_real (%): 75.151

Epoch 315/600
235/235 - 6s - loss: 0.8017 - accuracy: 0.9184 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5891987085342407
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.175 84.413 77.337 83.819 83.230
	Acc: 0.949 OSCR : 72.444 AUROC_max_val (%): 84.413 AUROC_real (%): 74.520

Epoch 316/600
235/235 - 6s - loss: 0.7847 - accuracy: 0.9215 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5231396555900574
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.150 86.376 79.613 86.486 84.679
	Acc: 0.959 OSCR : 72.129 AUROC_max_val (%): 86.376 AUROC_real (%): 73.860

Epoch 317/600
235/235 - 6s - loss: 0.8046 - accuracy: 0.9183 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5620646476745605
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.225 85.910 78.875 86.263 84.458
	Acc: 0.954 OSCR : 72.372 AUROC_max_val (%): 85.910 AUROC_real (%): 74.182

Epoch 318/600
235/235 - 6s - loss: 0.7852 - accuracy: 0.9196 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5456450581550598
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.275 87.218 80.013 87.397 85.600
	Acc: 0.954 OSCR : 74.135 AUROC_max_val (%): 87.218 AUROC_real (%): 76.108

Epoch 319/600
235/235 - 6s - loss: 0.7791 - accuracy: 0.9221 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5154353380203247
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.025 86.178 79.150 86.101 84.758
	Acc: 0.958 OSCR : 73.732 AUROC_max_val (%): 86.178 AUROC_real (%): 75.443

Epoch 320/600
235/235 - 6s - loss: 0.7699 - accuracy: 0.9222 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4830482602119446
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.575 85.334 78.275 85.049 83.880
	Acc: 0.959 OSCR : 74.591 AUROC_max_val (%): 85.334 AUROC_real (%): 76.309

Epoch 321/600
235/235 - 6s - loss: 0.7760 - accuracy: 0.9221 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5766141414642334
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 83.305 76.400 82.285 82.219
	Acc: 0.951 OSCR : 73.253 AUROC_max_val (%): 83.305 AUROC_real (%): 75.278

Epoch 322/600
235/235 - 6s - loss: 0.7792 - accuracy: 0.9218 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5617792010307312
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.025 86.183 78.675 86.238 84.676
	Acc: 0.953 OSCR : 73.875 AUROC_max_val (%): 86.183 AUROC_real (%): 75.846

Epoch 323/600
235/235 - 6s - loss: 0.7540 - accuracy: 0.9236 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5277310013771057
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.325 85.751 78.325 85.215 84.368
	Acc: 0.950 OSCR : 76.971 AUROC_max_val (%): 85.751 AUROC_real (%): 79.111

Epoch 324/600
235/235 - 6s - loss: 0.7607 - accuracy: 0.9242 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5322651863098145
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.175 85.942 78.638 85.705 84.652
	Acc: 0.957 OSCR : 74.651 AUROC_max_val (%): 85.942 AUROC_real (%): 76.566

Epoch 325/600
235/235 - 6s - loss: 0.7674 - accuracy: 0.9227 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4771669805049896
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.850 85.535 78.088 85.146 84.512
	Acc: 0.958 OSCR : 74.492 AUROC_max_val (%): 85.535 AUROC_real (%): 76.210

Epoch 326/600
235/235 - 6s - loss: 0.7642 - accuracy: 0.9230 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5105188488960266
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.125 87.733 80.038 88.258 86.369
	Acc: 0.956 OSCR : 73.162 AUROC_max_val (%): 87.733 AUROC_real (%): 74.877

Epoch 327/600
235/235 - 6s - loss: 0.7431 - accuracy: 0.9245 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7988206148147583
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.675 85.841 78.200 86.346 84.126
	Acc: 0.948 OSCR : 69.138 AUROC_max_val (%): 85.841 AUROC_real (%): 71.349

Epoch 328/600
235/235 - 6s - loss: 0.7574 - accuracy: 0.9245 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.43740588426589966
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.350 86.796 79.188 87.100 85.286
	Acc: 0.964 OSCR : 74.811 AUROC_max_val (%): 86.796 AUROC_real (%): 76.375

Epoch 329/600
235/235 - 6s - loss: 0.7377 - accuracy: 0.9246 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5012690424919128
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 83.591 76.113 83.017 82.597
	Acc: 0.958 OSCR : 74.270 AUROC_max_val (%): 83.591 AUROC_real (%): 76.026

Epoch 330/600
235/235 - 6s - loss: 0.7430 - accuracy: 0.9245 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5196300745010376
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.950 85.390 78.412 84.533 84.128
	Acc: 0.956 OSCR : 74.105 AUROC_max_val (%): 85.390 AUROC_real (%): 75.874

Epoch 331/600
235/235 - 6s - loss: 0.7397 - accuracy: 0.9248 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5545864105224609
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.700 85.658 78.800 85.067 84.137
	Acc: 0.956 OSCR : 73.058 AUROC_max_val (%): 85.658 AUROC_real (%): 74.830

Epoch 332/600
235/235 - 6s - loss: 0.7274 - accuracy: 0.9268 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4206061363220215
	accuracy: 0.9635000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.725 86.532 79.425 86.396 85.151
	Acc: 0.964 OSCR : 77.490 AUROC_max_val (%): 86.532 AUROC_real (%): 79.012

Epoch 333/600
235/235 - 6s - loss: 0.7152 - accuracy: 0.9279 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5021690130233765
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 84.930 78.050 83.987 84.205
	Acc: 0.961 OSCR : 73.406 AUROC_max_val (%): 84.930 AUROC_real (%): 75.069

Epoch 334/600
235/235 - 6s - loss: 0.7319 - accuracy: 0.9266 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49819284677505493
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.300 85.950 79.188 85.307 84.855
	Acc: 0.963 OSCR : 73.482 AUROC_max_val (%): 85.950 AUROC_real (%): 75.072

Epoch 335/600
235/235 - 6s - loss: 0.7253 - accuracy: 0.9274 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5426478385925293
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.575 85.643 78.825 84.873 84.145
	Acc: 0.954 OSCR : 72.208 AUROC_max_val (%): 85.643 AUROC_real (%): 74.068

Epoch 336/600
235/235 - 6s - loss: 0.7231 - accuracy: 0.9274 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5451627373695374
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 86.006 78.775 86.097 84.779
	Acc: 0.956 OSCR : 72.427 AUROC_max_val (%): 86.006 AUROC_real (%): 74.240

Epoch 337/600
235/235 - 6s - loss: 0.7275 - accuracy: 0.9268 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5147314667701721
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.775 86.605 79.675 86.727 85.580
	Acc: 0.958 OSCR : 74.358 AUROC_max_val (%): 86.605 AUROC_real (%): 76.127

Epoch 338/600
235/235 - 6s - loss: 0.7042 - accuracy: 0.9293 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5275980830192566
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.200 87.452 80.300 87.657 86.096
	Acc: 0.965 OSCR : 69.718 AUROC_max_val (%): 87.452 AUROC_real (%): 71.225

Epoch 339/600
235/235 - 6s - loss: 0.6996 - accuracy: 0.9293 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5104092955589294
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.375 86.848 79.712 86.558 85.688
	Acc: 0.960 OSCR : 73.630 AUROC_max_val (%): 86.848 AUROC_real (%): 75.375

Epoch 340/600
235/235 - 6s - loss: 0.7046 - accuracy: 0.9298 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5145906805992126
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.450 87.331 79.938 87.627 86.198
	Acc: 0.960 OSCR : 73.322 AUROC_max_val (%): 87.331 AUROC_real (%): 75.055

Epoch 341/600
235/235 - 6s - loss: 0.7057 - accuracy: 0.9292 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5237330198287964
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.200 85.845 78.562 85.706 84.686
	Acc: 0.957 OSCR : 73.069 AUROC_max_val (%): 85.845 AUROC_real (%): 74.839

Epoch 342/600
235/235 - 6s - loss: 0.7097 - accuracy: 0.9293 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.502536952495575
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.475 85.894 78.750 85.453 84.474
	Acc: 0.959 OSCR : 71.680 AUROC_max_val (%): 85.894 AUROC_real (%): 73.314

Epoch 343/600
235/235 - 6s - loss: 0.6988 - accuracy: 0.9275 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5178619027137756
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 85.287 78.013 84.612 84.161
	Acc: 0.959 OSCR : 73.924 AUROC_max_val (%): 85.287 AUROC_real (%): 75.718

Epoch 344/600
235/235 - 6s - loss: 0.7043 - accuracy: 0.9296 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5273745059967041
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.775 84.614 77.763 83.766 83.541
	Acc: 0.953 OSCR : 74.701 AUROC_max_val (%): 84.614 AUROC_real (%): 76.563

Epoch 345/600
235/235 - 6s - loss: 0.6937 - accuracy: 0.9301 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5297476053237915
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.750 85.658 78.362 85.195 84.632
	Acc: 0.959 OSCR : 73.787 AUROC_max_val (%): 85.658 AUROC_real (%): 75.555

Epoch 346/600
235/235 - 6s - loss: 0.6845 - accuracy: 0.9307 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.489972323179245
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.375 84.848 77.950 83.946 83.530
	Acc: 0.957 OSCR : 75.579 AUROC_max_val (%): 84.848 AUROC_real (%): 77.383

Epoch 347/600
235/235 - 6s - loss: 0.6710 - accuracy: 0.9326 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.46729379892349243
	accuracy: 0.9627500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.800 86.030 78.938 85.831 84.623
	Acc: 0.963 OSCR : 76.125 AUROC_max_val (%): 86.030 AUROC_real (%): 77.760

Epoch 348/600
235/235 - 6s - loss: 0.6870 - accuracy: 0.9300 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5270422697067261
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 85.997 79.038 85.288 85.134
	Acc: 0.957 OSCR : 73.602 AUROC_max_val (%): 85.997 AUROC_real (%): 75.475

Epoch 349/600
235/235 - 6s - loss: 0.6872 - accuracy: 0.9304 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4632357060909271
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.250 86.012 78.963 85.344 85.026
	Acc: 0.963 OSCR : 73.659 AUROC_max_val (%): 86.012 AUROC_real (%): 75.188

Epoch 350/600
235/235 - 6s - loss: 0.6768 - accuracy: 0.9316 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5173007249832153
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 84.740 77.938 83.240 84.003
	Acc: 0.960 OSCR : 72.668 AUROC_max_val (%): 84.740 AUROC_real (%): 74.370

Epoch 351/600
235/235 - 6s - loss: 0.6720 - accuracy: 0.9317 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5019456744194031
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.575 83.550 76.438 82.395 82.547
	Acc: 0.960 OSCR : 73.033 AUROC_max_val (%): 83.550 AUROC_real (%): 74.664

Epoch 352/600
235/235 - 6s - loss: 0.6699 - accuracy: 0.9313 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.46130135655403137
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.000 86.858 79.712 86.329 86.090
	Acc: 0.962 OSCR : 75.704 AUROC_max_val (%): 86.858 AUROC_real (%): 77.434

Epoch 353/600
235/235 - 6s - loss: 0.6649 - accuracy: 0.9342 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4476553797721863
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.350 85.895 79.000 85.658 84.479
	Acc: 0.961 OSCR : 75.751 AUROC_max_val (%): 85.895 AUROC_real (%): 77.335

Epoch 354/600
235/235 - 6s - loss: 0.6889 - accuracy: 0.9293 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4477035403251648
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.675 86.596 79.350 86.418 85.251
	Acc: 0.960 OSCR : 77.316 AUROC_max_val (%): 86.596 AUROC_real (%): 79.003

Epoch 355/600
235/235 - 6s - loss: 0.6639 - accuracy: 0.9333 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48823538422584534
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.250 87.089 79.637 87.340 85.884
	Acc: 0.961 OSCR : 76.091 AUROC_max_val (%): 87.089 AUROC_real (%): 77.834

Epoch 356/600
235/235 - 6s - loss: 0.6634 - accuracy: 0.9325 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43861472606658936
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.525 87.313 79.637 87.105 86.521
	Acc: 0.961 OSCR : 77.454 AUROC_max_val (%): 87.313 AUROC_real (%): 79.158

Epoch 357/600
235/235 - 6s - loss: 0.6634 - accuracy: 0.9336 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45764055848121643
	accuracy: 0.9632499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.650 87.012 79.800 87.037 85.952
	Acc: 0.963 OSCR : 75.881 AUROC_max_val (%): 87.012 AUROC_real (%): 77.524

Epoch 358/600
235/235 - 6s - loss: 0.6532 - accuracy: 0.9345 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4669663906097412
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.350 86.426 79.050 86.203 85.416
	Acc: 0.961 OSCR : 75.166 AUROC_max_val (%): 86.426 AUROC_real (%): 76.787

Epoch 359/600
235/235 - 6s - loss: 0.6773 - accuracy: 0.9312 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5135450959205627
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.225 86.298 78.938 86.211 84.943
	Acc: 0.959 OSCR : 73.845 AUROC_max_val (%): 86.298 AUROC_real (%): 75.589

Epoch 360/600
235/235 - 6s - loss: 0.6615 - accuracy: 0.9335 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47814545035362244
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.700 85.926 78.638 85.516 84.962
	Acc: 0.962 OSCR : 73.235 AUROC_max_val (%): 85.926 AUROC_real (%): 74.858

Epoch 361/600
235/235 - 6s - loss: 0.6464 - accuracy: 0.9363 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4940550923347473
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.850 84.803 77.788 84.171 83.500
	Acc: 0.961 OSCR : 72.763 AUROC_max_val (%): 84.803 AUROC_real (%): 74.405

Epoch 362/600
235/235 - 6s - loss: 0.6525 - accuracy: 0.9338 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4698982238769531
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.825 85.994 78.712 85.681 84.743
	Acc: 0.963 OSCR : 73.396 AUROC_max_val (%): 85.994 AUROC_real (%): 74.979

Epoch 363/600
235/235 - 6s - loss: 0.6540 - accuracy: 0.9331 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4709637463092804
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.275 86.877 79.587 87.030 85.376
	Acc: 0.962 OSCR : 73.941 AUROC_max_val (%): 86.877 AUROC_real (%): 75.505

Epoch 364/600
235/235 - 6s - loss: 0.6467 - accuracy: 0.9349 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49532532691955566
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.775 85.246 78.088 84.983 84.022
	Acc: 0.961 OSCR : 73.734 AUROC_max_val (%): 85.246 AUROC_real (%): 75.335

Epoch 365/600
235/235 - 6s - loss: 0.6531 - accuracy: 0.9341 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5286092758178711
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.750 85.829 78.613 85.673 84.550
	Acc: 0.958 OSCR : 72.426 AUROC_max_val (%): 85.829 AUROC_real (%): 74.137

Epoch 366/600
235/235 - 6s - loss: 0.6325 - accuracy: 0.9349 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4729984998703003
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.350 86.915 79.963 86.892 85.855
	Acc: 0.962 OSCR : 74.244 AUROC_max_val (%): 86.915 AUROC_real (%): 75.835

Epoch 367/600
235/235 - 6s - loss: 0.6500 - accuracy: 0.9333 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.45443597435951233
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.200 86.997 79.900 86.936 85.745
	Acc: 0.964 OSCR : 74.393 AUROC_max_val (%): 86.997 AUROC_real (%): 75.895

Epoch 368/600
235/235 - 6s - loss: 0.6327 - accuracy: 0.9367 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4766855835914612
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.150 86.506 79.525 86.044 85.404
	Acc: 0.961 OSCR : 75.004 AUROC_max_val (%): 86.506 AUROC_real (%): 76.668

Epoch 369/600
235/235 - 6s - loss: 0.6427 - accuracy: 0.9356 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47823643684387207
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.475 87.507 80.275 87.736 86.140
	Acc: 0.965 OSCR : 75.011 AUROC_max_val (%): 87.507 AUROC_real (%): 76.621

Epoch 370/600
235/235 - 6s - loss: 0.6448 - accuracy: 0.9346 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44254183769226074
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.875 87.628 80.025 87.800 86.344
	Acc: 0.962 OSCR : 76.763 AUROC_max_val (%): 87.628 AUROC_real (%): 78.371

Epoch 371/600
235/235 - 6s - loss: 0.6391 - accuracy: 0.9355 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47042420506477356
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 87.138 79.900 87.327 85.908
	Acc: 0.962 OSCR : 74.198 AUROC_max_val (%): 87.138 AUROC_real (%): 75.803

Epoch 372/600
235/235 - 6s - loss: 0.6369 - accuracy: 0.9352 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4591829776763916
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.050 87.335 80.037 87.428 85.915
	Acc: 0.960 OSCR : 76.534 AUROC_max_val (%): 87.335 AUROC_real (%): 78.216

Epoch 373/600
235/235 - 6s - loss: 0.6191 - accuracy: 0.9382 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4497862756252289
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.000 86.877 79.475 86.833 85.590
	Acc: 0.963 OSCR : 74.889 AUROC_max_val (%): 86.877 AUROC_real (%): 76.447

Epoch 374/600
235/235 - 6s - loss: 0.6320 - accuracy: 0.9363 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43388795852661133
	accuracy: 0.9627500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.900 86.465 79.050 86.050 85.395
	Acc: 0.963 OSCR : 77.007 AUROC_max_val (%): 86.465 AUROC_real (%): 78.641

Epoch 375/600
235/235 - 6s - loss: 0.6403 - accuracy: 0.9351 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4624977111816406
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.500 86.955 79.675 86.730 85.698
	Acc: 0.962 OSCR : 75.103 AUROC_max_val (%): 86.955 AUROC_real (%): 76.689

Epoch 376/600
235/235 - 6s - loss: 0.6262 - accuracy: 0.9354 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.44316986203193665
	accuracy: 0.9632499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.125 87.033 79.975 86.902 85.924
	Acc: 0.963 OSCR : 75.385 AUROC_max_val (%): 87.033 AUROC_real (%): 76.925

Epoch 377/600
235/235 - 6s - loss: 0.6169 - accuracy: 0.9377 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4474523663520813
	accuracy: 0.9647499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.150 87.215 79.913 87.318 85.802
	Acc: 0.965 OSCR : 75.426 AUROC_max_val (%): 87.215 AUROC_real (%): 76.949

Epoch 378/600
235/235 - 6s - loss: 0.6315 - accuracy: 0.9360 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4610426127910614
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.225 87.076 79.812 87.093 85.739
	Acc: 0.962 OSCR : 74.869 AUROC_max_val (%): 87.076 AUROC_real (%): 76.441

Epoch 379/600
235/235 - 6s - loss: 0.6367 - accuracy: 0.9361 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45998188853263855
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.450 86.774 79.675 86.869 85.356
	Acc: 0.963 OSCR : 74.991 AUROC_max_val (%): 86.774 AUROC_real (%): 76.547

Epoch 380/600
235/235 - 6s - loss: 0.6200 - accuracy: 0.9364 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4542674720287323
	accuracy: 0.9635000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.675 87.206 80.100 87.180 85.995
	Acc: 0.964 OSCR : 74.957 AUROC_max_val (%): 87.206 AUROC_real (%): 76.533

Epoch 381/600
235/235 - 6s - loss: 0.6290 - accuracy: 0.9368 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45270878076553345
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.400 86.951 79.688 86.856 85.818
	Acc: 0.963 OSCR : 75.204 AUROC_max_val (%): 86.951 AUROC_real (%): 76.800

Epoch 382/600
235/235 - 6s - loss: 0.6182 - accuracy: 0.9374 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45630204677581787
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.225 86.722 79.375 86.453 85.733
	Acc: 0.962 OSCR : 74.749 AUROC_max_val (%): 86.722 AUROC_real (%): 76.346

Epoch 383/600
235/235 - 6s - loss: 0.6102 - accuracy: 0.9381 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4601868689060211
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 86.582 79.325 86.357 85.504
	Acc: 0.963 OSCR : 74.587 AUROC_max_val (%): 86.582 AUROC_real (%): 76.175

Epoch 384/600
235/235 - 6s - loss: 0.6248 - accuracy: 0.9384 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.45458024740219116
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.450 87.265 79.938 87.137 86.172
	Acc: 0.962 OSCR : 74.708 AUROC_max_val (%): 87.265 AUROC_real (%): 76.308

Epoch 385/600
235/235 - 6s - loss: 0.6082 - accuracy: 0.9396 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45519381761550903
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.750 86.944 79.737 86.769 85.819
	Acc: 0.963 OSCR : 75.068 AUROC_max_val (%): 86.944 AUROC_real (%): 76.650

Epoch 386/600
235/235 - 6s - loss: 0.6219 - accuracy: 0.9383 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45491692423820496
	accuracy: 0.9627500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.925 86.652 79.463 86.241 85.546
	Acc: 0.963 OSCR : 74.835 AUROC_max_val (%): 86.652 AUROC_real (%): 76.401

Epoch 387/600
235/235 - 6s - loss: 0.6275 - accuracy: 0.9372 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4524904489517212
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.150 86.925 79.625 86.660 85.796
	Acc: 0.962 OSCR : 75.408 AUROC_max_val (%): 86.925 AUROC_real (%): 76.991

Epoch 388/600
235/235 - 6s - loss: 0.6172 - accuracy: 0.9374 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4473441243171692
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.250 86.816 79.575 86.541 85.734
	Acc: 0.962 OSCR : 75.370 AUROC_max_val (%): 86.816 AUROC_real (%): 76.943

Epoch 389/600
235/235 - 6s - loss: 0.6136 - accuracy: 0.9378 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4451664686203003
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 86.628 79.338 86.266 85.571
	Acc: 0.964 OSCR : 75.619 AUROC_max_val (%): 86.628 AUROC_real (%): 77.180

Epoch 390/600
235/235 - 6s - loss: 0.6056 - accuracy: 0.9399 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44676828384399414
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.075 86.821 79.475 86.600 85.720
	Acc: 0.964 OSCR : 75.377 AUROC_max_val (%): 86.821 AUROC_real (%): 76.926

Epoch 391/600
235/235 - 6s - loss: 0.6177 - accuracy: 0.9377 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4529288411140442
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.125 86.682 79.513 86.356 85.616
	Acc: 0.964 OSCR : 75.172 AUROC_max_val (%): 86.682 AUROC_real (%): 76.742

Epoch 392/600
235/235 - 6s - loss: 0.6102 - accuracy: 0.9391 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44714006781578064
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.450 86.750 79.388 86.483 85.664
	Acc: 0.964 OSCR : 75.467 AUROC_max_val (%): 86.750 AUROC_real (%): 77.022

Epoch 393/600
235/235 - 6s - loss: 0.6178 - accuracy: 0.9377 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44147297739982605
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.975 86.746 79.525 86.462 85.681
	Acc: 0.965 OSCR : 75.580 AUROC_max_val (%): 86.746 AUROC_real (%): 77.126

Epoch 394/600
235/235 - 6s - loss: 0.6140 - accuracy: 0.9371 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4483903646469116
	accuracy: 0.9647499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.375 86.654 79.463 86.350 85.570
	Acc: 0.965 OSCR : 75.294 AUROC_max_val (%): 86.654 AUROC_real (%): 76.848

Epoch 395/600
235/235 - 6s - loss: 0.6154 - accuracy: 0.9388 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4503054618835449
	accuracy: 0.9635000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.900 86.707 79.450 86.433 85.617
	Acc: 0.964 OSCR : 75.106 AUROC_max_val (%): 86.707 AUROC_real (%): 76.667

Epoch 396/600
235/235 - 6s - loss: 0.6119 - accuracy: 0.9364 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4444821774959564
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.025 86.640 79.375 86.324 85.573
	Acc: 0.964 OSCR : 75.457 AUROC_max_val (%): 86.640 AUROC_real (%): 77.008

Epoch 397/600
235/235 - 6s - loss: 0.6033 - accuracy: 0.9398 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4461474120616913
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.450 86.686 79.463 86.380 85.621
	Acc: 0.964 OSCR : 75.317 AUROC_max_val (%): 86.686 AUROC_real (%): 76.868

Epoch 398/600
235/235 - 6s - loss: 0.6228 - accuracy: 0.9374 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4443286657333374
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.175 86.650 79.362 86.309 85.606
	Acc: 0.964 OSCR : 75.419 AUROC_max_val (%): 86.650 AUROC_real (%): 76.966

Epoch 399/600
235/235 - 6s - loss: 0.6062 - accuracy: 0.9385 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44626322388648987
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.750 86.660 79.450 86.348 85.596
	Acc: 0.964 OSCR : 75.321 AUROC_max_val (%): 86.660 AUROC_real (%): 76.875

Epoch 400/600
235/235 - 6s - loss: 0.5923 - accuracy: 0.9408 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44598764181137085
	accuracy: 0.9635000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.825 86.716 79.438 86.427 85.649
	Acc: 0.964 OSCR : 75.330 AUROC_max_val (%): 86.716 AUROC_real (%): 76.884

Epoch 401/600
235/235 - 6s - loss: 0.5979 - accuracy: 0.9390 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4488823711872101
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.300 86.577 79.362 86.235 85.512
	Acc: 0.964 OSCR : 75.213 AUROC_max_val (%): 86.577 AUROC_real (%): 76.769

Epoch 402/600
235/235 - 6s - loss: 0.9519 - accuracy: 0.9060 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2126258611679077
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.675 75.257 70.150 75.106 71.804
	Acc: 0.907 OSCR : 63.206 AUROC_max_val (%): 75.257 AUROC_real (%): 66.955

Epoch 403/600
235/235 - 6s - loss: 1.0031 - accuracy: 0.8998 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7645409107208252
	accuracy: 0.940750002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.750 84.475 77.413 84.304 82.771
	Acc: 0.941 OSCR : 71.397 AUROC_max_val (%): 84.475 AUROC_real (%): 73.954

Epoch 404/600
235/235 - 6s - loss: 1.0010 - accuracy: 0.8992 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.695970356464386
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.825 85.289 77.750 85.407 83.686
	Acc: 0.936 OSCR : 74.975 AUROC_max_val (%): 85.289 AUROC_real (%): 77.845

Epoch 405/600
235/235 - 6s - loss: 0.9926 - accuracy: 0.9002 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9320428371429443
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.550 81.802 75.575 80.866 79.343
	Acc: 0.929 OSCR : 69.941 AUROC_max_val (%): 81.802 AUROC_real (%): 72.982

Epoch 406/600
235/235 - 6s - loss: 0.9878 - accuracy: 0.9005 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7501076459884644
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.750 84.894 77.287 85.993 82.492
	Acc: 0.944 OSCR : 70.147 AUROC_max_val (%): 84.894 AUROC_real (%): 72.617

Epoch 407/600
235/235 - 6s - loss: 0.9792 - accuracy: 0.9018 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.649436354637146
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.175 83.127 76.325 81.697 82.282
	Acc: 0.948 OSCR : 72.413 AUROC_max_val (%): 83.127 AUROC_real (%): 74.778

Epoch 408/600
235/235 - 6s - loss: 0.9789 - accuracy: 0.9017 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5973238348960876
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 84.247 77.038 84.549 82.442
	Acc: 0.944 OSCR : 75.648 AUROC_max_val (%): 84.247 AUROC_real (%): 78.062

Epoch 409/600
235/235 - 6s - loss: 1.0008 - accuracy: 0.8990 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7175021171569824
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 84.987 77.750 85.530 82.985
	Acc: 0.946 OSCR : 69.010 AUROC_max_val (%): 84.987 AUROC_real (%): 71.101

Epoch 410/600
235/235 - 6s - loss: 0.9832 - accuracy: 0.9017 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7859007716178894
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.575 82.159 75.138 82.525 79.942
	Acc: 0.935 OSCR : 67.962 AUROC_max_val (%): 82.159 AUROC_real (%): 70.628

Epoch 411/600
235/235 - 6s - loss: 1.0047 - accuracy: 0.8990 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6214615702629089
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.275 86.548 78.825 87.052 84.655
	Acc: 0.944 OSCR : 74.913 AUROC_max_val (%): 86.548 AUROC_real (%): 77.250

Epoch 412/600
235/235 - 6s - loss: 0.9581 - accuracy: 0.9039 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6675013899803162
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.350 85.046 77.475 85.661 83.158
	Acc: 0.945 OSCR : 71.591 AUROC_max_val (%): 85.046 AUROC_real (%): 73.890

Epoch 413/600
235/235 - 6s - loss: 0.9894 - accuracy: 0.9004 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6827822327613831
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.575 84.557 77.100 85.216 82.110
	Acc: 0.947 OSCR : 69.717 AUROC_max_val (%): 84.557 AUROC_real (%): 71.798

Epoch 414/600
235/235 - 6s - loss: 0.9743 - accuracy: 0.9014 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.693187952041626
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.525 80.163 73.550 78.933 78.782
	Acc: 0.941 OSCR : 69.341 AUROC_max_val (%): 80.163 AUROC_real (%): 71.666

Epoch 415/600
235/235 - 6s - loss: 0.9684 - accuracy: 0.9028 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6495639681816101
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.675 81.964 75.050 81.344 80.432
	Acc: 0.944 OSCR : 72.542 AUROC_max_val (%): 81.964 AUROC_real (%): 74.814

Epoch 416/600
235/235 - 6s - loss: 0.9687 - accuracy: 0.9021 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7265209555625916
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.175 85.815 78.675 86.615 83.483
	Acc: 0.944 OSCR : 70.494 AUROC_max_val (%): 85.815 AUROC_real (%): 72.942

Epoch 417/600
235/235 - 6s - loss: 0.9496 - accuracy: 0.9047 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7188963890075684
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.875 85.514 78.075 86.590 82.501
	Acc: 0.946 OSCR : 67.889 AUROC_max_val (%): 85.514 AUROC_real (%): 70.111

Epoch 418/600
235/235 - 6s - loss: 0.9755 - accuracy: 0.9043 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7798041105270386
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.175 81.928 74.812 82.073 79.965
	Acc: 0.928 OSCR : 73.294 AUROC_max_val (%): 81.928 AUROC_real (%): 76.280

Epoch 419/600
235/235 - 6s - loss: 0.9601 - accuracy: 0.9042 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8472689986228943
	accuracy: 0.9312499761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.425 83.196 76.663 84.283 80.065
	Acc: 0.931 OSCR : 69.215 AUROC_max_val (%): 83.196 AUROC_real (%): 71.897

Epoch 420/600
235/235 - 6s - loss: 0.9653 - accuracy: 0.9030 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5381885766983032
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.275 84.275 77.250 83.122 83.719
	Acc: 0.953 OSCR : 77.749 AUROC_max_val (%): 84.275 AUROC_real (%): 79.875

Epoch 421/600
235/235 - 6s - loss: 0.9474 - accuracy: 0.9051 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8797584772109985
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 81.566 74.475 81.875 80.231
	Acc: 0.940 OSCR : 69.621 AUROC_max_val (%): 81.566 AUROC_real (%): 72.187

Epoch 422/600
235/235 - 6s - loss: 0.9392 - accuracy: 0.9053 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6942247748374939
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.800 79.064 73.112 77.439 78.126
	Acc: 0.944 OSCR : 70.297 AUROC_max_val (%): 79.064 AUROC_real (%): 72.530

Epoch 423/600
235/235 - 6s - loss: 0.9479 - accuracy: 0.9053 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7935801148414612
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.475 75.896 70.013 73.473 74.983
	Acc: 0.940 OSCR : 66.072 AUROC_max_val (%): 75.896 AUROC_real (%): 68.335

Epoch 424/600
235/235 - 6s - loss: 0.9548 - accuracy: 0.9044 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7797825932502747
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.725 82.904 75.888 82.843 81.370
	Acc: 0.932 OSCR : 69.182 AUROC_max_val (%): 82.904 AUROC_real (%): 71.826

Epoch 425/600
235/235 - 6s - loss: 0.9328 - accuracy: 0.9057 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5946850180625916
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.325 79.496 72.850 79.681 77.259
	Acc: 0.951 OSCR : 72.787 AUROC_max_val (%): 79.496 AUROC_real (%): 74.692

Epoch 426/600
235/235 - 6s - loss: 0.9442 - accuracy: 0.9054 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6755598783493042
	accuracy: 0.940750002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.625 79.934 73.300 78.584 78.571
	Acc: 0.941 OSCR : 70.904 AUROC_max_val (%): 79.934 AUROC_real (%): 73.194

Epoch 427/600
235/235 - 6s - loss: 0.9500 - accuracy: 0.9078 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7433702945709229
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 85.560 78.287 85.429 84.132
	Acc: 0.948 OSCR : 69.094 AUROC_max_val (%): 85.560 AUROC_real (%): 71.428

Epoch 428/600
235/235 - 6s - loss: 0.9224 - accuracy: 0.9079 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5828260779380798
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.750 85.379 77.875 86.075 83.291
	Acc: 0.949 OSCR : 73.861 AUROC_max_val (%): 85.379 AUROC_real (%): 75.867

Epoch 429/600
235/235 - 6s - loss: 0.9233 - accuracy: 0.9068 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7219648957252502
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.550 84.215 77.100 83.656 83.033
	Acc: 0.945 OSCR : 70.531 AUROC_max_val (%): 84.215 AUROC_real (%): 72.906

Epoch 430/600
235/235 - 6s - loss: 0.9239 - accuracy: 0.9073 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5328894257545471
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.675 85.239 78.113 85.443 83.016
	Acc: 0.954 OSCR : 75.048 AUROC_max_val (%): 85.239 AUROC_real (%): 76.957

Epoch 431/600
235/235 - 6s - loss: 0.9306 - accuracy: 0.9073 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7258150577545166
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.250 84.766 77.562 85.085 82.848
	Acc: 0.938 OSCR : 72.263 AUROC_max_val (%): 84.766 AUROC_real (%): 74.776

Epoch 432/600
235/235 - 6s - loss: 0.9348 - accuracy: 0.9073 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6740217804908752
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.925 84.813 77.475 85.444 82.557
	Acc: 0.945 OSCR : 71.392 AUROC_max_val (%): 84.813 AUROC_real (%): 73.671

Epoch 433/600
235/235 - 6s - loss: 0.9220 - accuracy: 0.9068 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5510314702987671
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.175 83.557 77.050 83.009 81.808
	Acc: 0.953 OSCR : 73.664 AUROC_max_val (%): 83.557 AUROC_real (%): 75.584

Epoch 434/600
235/235 - 6s - loss: 0.9060 - accuracy: 0.9096 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6791501641273499
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.125 83.399 76.663 83.918 81.036
	Acc: 0.948 OSCR : 66.815 AUROC_max_val (%): 83.399 AUROC_real (%): 68.758

Epoch 435/600
235/235 - 6s - loss: 0.9257 - accuracy: 0.9068 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9048475623130798
	accuracy: 0.9325000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.025 78.696 73.237 75.355 78.406
	Acc: 0.932 OSCR : 67.836 AUROC_max_val (%): 78.696 AUROC_real (%): 70.594

Epoch 436/600
235/235 - 6s - loss: 0.9008 - accuracy: 0.9104 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5783612728118896
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.950 83.604 76.850 82.676 82.094
	Acc: 0.947 OSCR : 74.509 AUROC_max_val (%): 83.604 AUROC_real (%): 76.582

Epoch 437/600
235/235 - 6s - loss: 0.9067 - accuracy: 0.9100 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6887101531028748
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.575 81.024 74.288 79.530 80.248
	Acc: 0.937 OSCR : 73.433 AUROC_max_val (%): 81.024 AUROC_real (%): 75.862

Epoch 438/600
235/235 - 6s - loss: 0.9029 - accuracy: 0.9104 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6223646402359009
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.525 84.768 78.250 83.556 83.299
	Acc: 0.953 OSCR : 71.134 AUROC_max_val (%): 84.768 AUROC_real (%): 73.177

Epoch 439/600
235/235 - 6s - loss: 0.9025 - accuracy: 0.9092 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6927305459976196
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.575 82.176 75.125 81.582 80.566
	Acc: 0.946 OSCR : 68.528 AUROC_max_val (%): 82.176 AUROC_real (%): 70.678

Epoch 440/600
235/235 - 6s - loss: 0.8913 - accuracy: 0.9107 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6896251440048218
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.750 82.653 75.738 82.650 80.726
	Acc: 0.945 OSCR : 71.119 AUROC_max_val (%): 82.653 AUROC_real (%): 73.370

Epoch 441/600
235/235 - 6s - loss: 0.8869 - accuracy: 0.9104 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6481448411941528
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 84.153 76.987 84.219 82.416
	Acc: 0.943 OSCR : 71.901 AUROC_max_val (%): 84.153 AUROC_real (%): 74.186

Epoch 442/600
235/235 - 6s - loss: 0.8908 - accuracy: 0.9108 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6598706245422363
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.125 83.600 76.775 82.538 82.348
	Acc: 0.944 OSCR : 71.737 AUROC_max_val (%): 83.600 AUROC_real (%): 74.074

Epoch 443/600
235/235 - 6s - loss: 0.8971 - accuracy: 0.9109 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.123999834060669
	accuracy: 0.9167500138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.650 75.137 69.388 71.379 75.430
	Acc: 0.917 OSCR : 61.237 AUROC_max_val (%): 75.137 AUROC_real (%): 64.431

Epoch 444/600
235/235 - 6s - loss: 0.8775 - accuracy: 0.9118 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7112398743629456
	accuracy: 0.940750002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 82.926 76.038 81.211 82.735
	Acc: 0.941 OSCR : 72.310 AUROC_max_val (%): 82.926 AUROC_real (%): 74.817

Epoch 445/600
235/235 - 6s - loss: 0.8839 - accuracy: 0.9110 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6298169493675232
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 82.164 75.375 80.933 81.358
	Acc: 0.951 OSCR : 72.547 AUROC_max_val (%): 82.164 AUROC_real (%): 74.634

Epoch 446/600
235/235 - 6s - loss: 0.8801 - accuracy: 0.9116 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6275386214256287
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.950 83.196 76.438 82.620 81.519
	Acc: 0.944 OSCR : 71.059 AUROC_max_val (%): 83.196 AUROC_real (%): 73.122

Epoch 447/600
235/235 - 6s - loss: 0.8948 - accuracy: 0.9104 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9993510246276855
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.675 82.132 74.875 82.423 81.043
	Acc: 0.940 OSCR : 69.300 AUROC_max_val (%): 82.132 AUROC_real (%): 71.991

Epoch 448/600
235/235 - 6s - loss: 0.8869 - accuracy: 0.9110 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5525305271148682
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 83.757 77.463 82.627 82.075
	Acc: 0.954 OSCR : 74.616 AUROC_max_val (%): 83.757 AUROC_real (%): 76.474

Epoch 449/600
235/235 - 6s - loss: 0.8594 - accuracy: 0.9143 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6370681524276733
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.775 84.243 77.775 83.427 82.953
	Acc: 0.951 OSCR : 72.023 AUROC_max_val (%): 84.243 AUROC_real (%): 74.099

Epoch 450/600
235/235 - 6s - loss: 0.8629 - accuracy: 0.9139 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7113009095191956
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 82.348 75.800 81.742 80.896
	Acc: 0.941 OSCR : 69.699 AUROC_max_val (%): 82.348 AUROC_real (%): 72.000

Epoch 451/600
235/235 - 6s - loss: 0.8639 - accuracy: 0.9137 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.879431962966919
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.275 81.420 74.500 80.853 79.832
	Acc: 0.930 OSCR : 69.793 AUROC_max_val (%): 81.420 AUROC_real (%): 72.811

Epoch 452/600
235/235 - 6s - loss: 0.8751 - accuracy: 0.9126 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6332749128341675
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.850 81.888 75.175 80.639 80.621
	Acc: 0.955 OSCR : 72.678 AUROC_max_val (%): 81.888 AUROC_real (%): 74.488

Epoch 453/600
235/235 - 6s - loss: 0.8678 - accuracy: 0.9138 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5646164417266846
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.575 83.062 76.538 82.517 81.003
	Acc: 0.953 OSCR : 73.647 AUROC_max_val (%): 83.062 AUROC_real (%): 75.542

Epoch 454/600
235/235 - 6s - loss: 0.8573 - accuracy: 0.9150 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.529902994632721
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.550 82.815 75.712 83.172 80.519
	Acc: 0.954 OSCR : 75.098 AUROC_max_val (%): 82.815 AUROC_real (%): 76.850

Epoch 455/600
235/235 - 6s - loss: 0.8635 - accuracy: 0.9131 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.0797897577285767
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 74.599 69.363 71.878 73.886
	Acc: 0.921 OSCR : 64.468 AUROC_max_val (%): 74.599 AUROC_real (%): 67.679

Epoch 456/600
235/235 - 6s - loss: 0.8562 - accuracy: 0.9140 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5681224465370178
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.750 84.220 76.713 84.571 82.205
	Acc: 0.952 OSCR : 74.228 AUROC_max_val (%): 84.220 AUROC_real (%): 76.132

Epoch 457/600
235/235 - 6s - loss: 0.8767 - accuracy: 0.9130 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6533427238464355
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.050 85.879 78.625 87.077 83.219
	Acc: 0.943 OSCR : 73.669 AUROC_max_val (%): 85.879 AUROC_real (%): 76.072

Epoch 458/600
235/235 - 6s - loss: 0.8613 - accuracy: 0.9135 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6082317233085632
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 83.823 77.113 83.314 82.095
	Acc: 0.957 OSCR : 72.593 AUROC_max_val (%): 83.823 AUROC_real (%): 74.415

Epoch 459/600
235/235 - 6s - loss: 0.8492 - accuracy: 0.9154 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.572675883769989
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 86.987 79.412 87.851 84.951
	Acc: 0.948 OSCR : 76.436 AUROC_max_val (%): 86.987 AUROC_real (%): 78.615

Epoch 460/600
235/235 - 6s - loss: 0.8558 - accuracy: 0.9139 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5105059742927551
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.850 86.712 79.550 86.919 85.182
	Acc: 0.952 OSCR : 77.168 AUROC_max_val (%): 86.712 AUROC_real (%): 79.138

Epoch 461/600
235/235 - 6s - loss: 0.8391 - accuracy: 0.9149 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5995344519615173
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 83.283 76.550 81.745 82.855
	Acc: 0.949 OSCR : 74.628 AUROC_max_val (%): 83.283 AUROC_real (%): 76.704

Epoch 462/600
235/235 - 6s - loss: 0.8306 - accuracy: 0.9168 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5226866602897644
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.475 85.293 78.025 85.182 83.884
	Acc: 0.948 OSCR : 76.715 AUROC_max_val (%): 85.293 AUROC_real (%): 78.763

Epoch 463/600
235/235 - 6s - loss: 0.8463 - accuracy: 0.9138 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5172883868217468
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.850 85.490 78.188 85.679 83.609
	Acc: 0.958 OSCR : 73.053 AUROC_max_val (%): 85.490 AUROC_real (%): 74.782

Epoch 464/600
235/235 - 6s - loss: 0.8415 - accuracy: 0.9154 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5050475001335144
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.625 86.377 79.438 86.585 84.329
	Acc: 0.951 OSCR : 76.845 AUROC_max_val (%): 86.377 AUROC_real (%): 78.768

Epoch 465/600
235/235 - 6s - loss: 0.8264 - accuracy: 0.9166 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.61197829246521
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.375 84.052 77.225 83.967 81.735
	Acc: 0.947 OSCR : 73.768 AUROC_max_val (%): 84.052 AUROC_real (%): 75.896

Epoch 466/600
235/235 - 6s - loss: 0.8129 - accuracy: 0.9180 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5844680666923523
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.950 79.763 73.338 78.054 78.845
	Acc: 0.945 OSCR : 74.158 AUROC_max_val (%): 79.763 AUROC_real (%): 76.240

Epoch 467/600
235/235 - 6s - loss: 0.8193 - accuracy: 0.9184 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.700918436050415
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 83.056 76.112 82.361 81.745
	Acc: 0.960 OSCR : 71.295 AUROC_max_val (%): 83.056 AUROC_real (%): 72.896

Epoch 468/600
235/235 - 6s - loss: 0.8219 - accuracy: 0.9174 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.681001603603363
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.525 78.563 72.725 76.212 77.810
	Acc: 0.942 OSCR : 73.198 AUROC_max_val (%): 78.563 AUROC_real (%): 75.474

Epoch 469/600
235/235 - 6s - loss: 0.8250 - accuracy: 0.9175 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7775183320045471
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.875 79.516 74.287 76.251 79.011
	Acc: 0.949 OSCR : 66.979 AUROC_max_val (%): 79.516 AUROC_real (%): 68.979

Epoch 470/600
235/235 - 6s - loss: 0.8102 - accuracy: 0.9193 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5394225716590881
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.950 82.898 76.200 81.641 81.596
	Acc: 0.954 OSCR : 75.487 AUROC_max_val (%): 82.898 AUROC_real (%): 77.479

Epoch 471/600
235/235 - 6s - loss: 0.8038 - accuracy: 0.9194 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6167181730270386
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.975 79.070 73.887 75.026 79.219
	Acc: 0.953 OSCR : 73.388 AUROC_max_val (%): 79.070 AUROC_real (%): 75.461

Epoch 472/600
235/235 - 6s - loss: 0.7979 - accuracy: 0.9202 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.586613118648529
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.575 84.194 77.450 82.285 83.858
	Acc: 0.953 OSCR : 74.249 AUROC_max_val (%): 84.194 AUROC_real (%): 76.263

Epoch 473/600
235/235 - 6s - loss: 0.8033 - accuracy: 0.9195 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5770868062973022
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.550 80.664 75.425 76.502 80.526
	Acc: 0.953 OSCR : 74.283 AUROC_max_val (%): 80.664 AUROC_real (%): 76.174

Epoch 474/600
235/235 - 6s - loss: 0.8131 - accuracy: 0.9177 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5955442786216736
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.325 82.910 76.525 81.483 81.843
	Acc: 0.955 OSCR : 69.042 AUROC_max_val (%): 82.910 AUROC_real (%): 70.769

Epoch 475/600
235/235 - 6s - loss: 0.8007 - accuracy: 0.9189 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5780263543128967
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.250 85.506 77.838 86.361 83.520
	Acc: 0.949 OSCR : 75.949 AUROC_max_val (%): 85.506 AUROC_real (%): 78.164

Epoch 476/600
235/235 - 6s - loss: 0.8153 - accuracy: 0.9183 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6985316872596741
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.750 80.147 73.963 78.345 79.385
	Acc: 0.950 OSCR : 69.783 AUROC_max_val (%): 80.147 AUROC_real (%): 71.771

Epoch 477/600
235/235 - 6s - loss: 0.8135 - accuracy: 0.9178 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6978533864021301
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.300 81.517 74.612 81.018 79.744
	Acc: 0.938 OSCR : 70.240 AUROC_max_val (%): 81.517 AUROC_real (%): 72.448

Epoch 478/600
235/235 - 6s - loss: 0.8035 - accuracy: 0.9191 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5467662215232849
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.550 83.784 77.463 82.222 82.323
	Acc: 0.953 OSCR : 76.407 AUROC_max_val (%): 83.784 AUROC_real (%): 78.286

Epoch 479/600
235/235 - 6s - loss: 0.7792 - accuracy: 0.9216 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5886468887329102
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.150 82.475 75.775 81.245 81.095
	Acc: 0.953 OSCR : 71.712 AUROC_max_val (%): 82.475 AUROC_real (%): 73.637

Epoch 480/600
235/235 - 6s - loss: 0.7868 - accuracy: 0.9208 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5783665776252747
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.375 84.282 77.162 84.110 82.771
	Acc: 0.956 OSCR : 73.359 AUROC_max_val (%): 84.282 AUROC_real (%): 75.214

Epoch 481/600
235/235 - 6s - loss: 0.7756 - accuracy: 0.9208 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5124833583831787
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 84.097 77.362 83.227 82.340
	Acc: 0.958 OSCR : 73.025 AUROC_max_val (%): 84.097 AUROC_real (%): 74.639

Epoch 482/600
235/235 - 6s - loss: 0.7787 - accuracy: 0.9214 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5150932669639587
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.375 85.061 78.162 83.816 84.089
	Acc: 0.955 OSCR : 73.228 AUROC_max_val (%): 85.061 AUROC_real (%): 75.048

Epoch 483/600
235/235 - 6s - loss: 0.7753 - accuracy: 0.9215 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6472688317298889
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.775 82.991 76.000 81.972 82.016
	Acc: 0.948 OSCR : 70.510 AUROC_max_val (%): 82.991 AUROC_real (%): 72.489

Epoch 484/600
235/235 - 6s - loss: 0.7789 - accuracy: 0.9212 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5326595306396484
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 85.904 78.500 85.811 84.288
	Acc: 0.958 OSCR : 73.667 AUROC_max_val (%): 85.904 AUROC_real (%): 75.430

Epoch 485/600
235/235 - 6s - loss: 0.7806 - accuracy: 0.9212 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5443993806838989
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.350 88.250 81.363 89.133 85.756
	Acc: 0.959 OSCR : 72.793 AUROC_max_val (%): 88.250 AUROC_real (%): 74.411

Epoch 486/600
235/235 - 6s - loss: 0.7782 - accuracy: 0.9212 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5976456999778748
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.050 83.015 76.163 82.062 81.992
	Acc: 0.951 OSCR : 72.203 AUROC_max_val (%): 83.015 AUROC_real (%): 74.176

Epoch 487/600
235/235 - 6s - loss: 0.7591 - accuracy: 0.9234 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5403586626052856
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 84.773 78.225 83.753 84.039
	Acc: 0.954 OSCR : 73.357 AUROC_max_val (%): 84.773 AUROC_real (%): 75.255

Epoch 488/600
235/235 - 6s - loss: 0.7478 - accuracy: 0.9251 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4916367828845978
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.525 86.159 79.400 86.319 84.244
	Acc: 0.956 OSCR : 77.930 AUROC_max_val (%): 86.159 AUROC_real (%): 79.787

Epoch 489/600
235/235 - 6s - loss: 0.7591 - accuracy: 0.9238 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6191442608833313
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.000 84.540 77.562 84.258 83.243
	Acc: 0.950 OSCR : 72.600 AUROC_max_val (%): 84.540 AUROC_real (%): 74.618

Epoch 490/600
235/235 - 6s - loss: 0.7544 - accuracy: 0.9236 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5666164755821228
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.675 84.697 77.737 84.534 83.088
	Acc: 0.949 OSCR : 72.505 AUROC_max_val (%): 84.697 AUROC_real (%): 74.418

Epoch 491/600
235/235 - 6s - loss: 0.7462 - accuracy: 0.9241 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.57240891456604
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.750 85.279 78.012 85.383 83.849
	Acc: 0.953 OSCR : 73.110 AUROC_max_val (%): 85.279 AUROC_real (%): 75.083

Epoch 492/600
235/235 - 6s - loss: 0.7401 - accuracy: 0.9241 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47603318095207214
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.825 84.175 77.562 83.310 82.833
	Acc: 0.961 OSCR : 72.999 AUROC_max_val (%): 84.175 AUROC_real (%): 74.566

Epoch 493/600
235/235 - 6s - loss: 0.7539 - accuracy: 0.9242 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5026418566703796
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 83.564 76.812 83.026 81.857
	Acc: 0.953 OSCR : 74.683 AUROC_max_val (%): 83.564 AUROC_real (%): 76.458

Epoch 494/600
235/235 - 6s - loss: 0.7419 - accuracy: 0.9245 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5327191352844238
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.125 85.304 78.350 84.288 83.999
	Acc: 0.957 OSCR : 72.023 AUROC_max_val (%): 85.304 AUROC_real (%): 73.843

Epoch 495/600
235/235 - 6s - loss: 0.7295 - accuracy: 0.9275 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5327989459037781
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.350 82.444 75.750 80.832 81.310
	Acc: 0.957 OSCR : 70.980 AUROC_max_val (%): 82.444 AUROC_real (%): 72.641

Epoch 496/600
235/235 - 6s - loss: 0.7235 - accuracy: 0.9278 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5544974207878113
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.650 84.282 77.362 83.713 82.441
	Acc: 0.957 OSCR : 69.153 AUROC_max_val (%): 84.282 AUROC_real (%): 70.820

Epoch 497/600
235/235 - 6s - loss: 0.7200 - accuracy: 0.9271 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5809219479560852
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.725 84.635 77.713 84.719 82.687
	Acc: 0.954 OSCR : 71.732 AUROC_max_val (%): 84.635 AUROC_real (%): 73.535

Epoch 498/600
235/235 - 6s - loss: 0.7359 - accuracy: 0.9267 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5372036099433899
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 85.157 78.463 85.197 83.267
	Acc: 0.953 OSCR : 73.226 AUROC_max_val (%): 85.157 AUROC_real (%): 74.968

Epoch 499/600
235/235 - 6s - loss: 0.7271 - accuracy: 0.9270 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6850312948226929
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.775 84.235 76.737 84.953 82.124
	Acc: 0.944 OSCR : 67.962 AUROC_max_val (%): 84.235 AUROC_real (%): 70.186

Epoch 500/600
235/235 - 6s - loss: 0.7322 - accuracy: 0.9263 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5215862393379211
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.625 84.031 77.125 83.347 82.518
	Acc: 0.958 OSCR : 73.102 AUROC_max_val (%): 84.031 AUROC_real (%): 74.745

Epoch 501/600
235/235 - 6s - loss: 0.7304 - accuracy: 0.9260 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45969778299331665
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.300 86.532 78.925 86.371 85.166
	Acc: 0.961 OSCR : 73.084 AUROC_max_val (%): 86.532 AUROC_real (%): 74.643

Epoch 502/600
235/235 - 6s - loss: 0.7190 - accuracy: 0.9282 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6264333724975586
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.950 78.608 72.975 75.156 78.340
	Acc: 0.952 OSCR : 71.186 AUROC_max_val (%): 78.608 AUROC_real (%): 73.169

Epoch 503/600
235/235 - 6s - loss: 0.7173 - accuracy: 0.9275 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5121469497680664
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 84.080 77.538 81.296 83.888
	Acc: 0.962 OSCR : 74.042 AUROC_max_val (%): 84.080 AUROC_real (%): 75.780

Epoch 504/600
235/235 - 6s - loss: 0.7055 - accuracy: 0.9281 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5054087042808533
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.200 86.144 78.763 86.364 84.754
	Acc: 0.957 OSCR : 74.388 AUROC_max_val (%): 86.144 AUROC_real (%): 76.153

Epoch 505/600
235/235 - 6s - loss: 0.7116 - accuracy: 0.9289 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5359978675842285
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.425 86.737 79.313 87.486 84.818
	Acc: 0.955 OSCR : 74.481 AUROC_max_val (%): 86.737 AUROC_real (%): 76.215

Epoch 506/600
235/235 - 6s - loss: 0.7048 - accuracy: 0.9298 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4584096372127533
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.825 85.441 78.350 84.655 84.451
	Acc: 0.961 OSCR : 74.069 AUROC_max_val (%): 85.441 AUROC_real (%): 75.655

Epoch 507/600
235/235 - 6s - loss: 0.7167 - accuracy: 0.9270 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5038862228393555
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.550 83.746 76.750 83.700 81.766
	Acc: 0.957 OSCR : 75.978 AUROC_max_val (%): 83.746 AUROC_real (%): 77.715

Epoch 508/600
235/235 - 6s - loss: 0.7061 - accuracy: 0.9291 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5792444944381714
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 84.065 77.225 83.315 82.694
	Acc: 0.955 OSCR : 70.546 AUROC_max_val (%): 84.065 AUROC_real (%): 72.410

Epoch 509/600
235/235 - 6s - loss: 0.6998 - accuracy: 0.9294 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5043460130691528
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.075 85.048 77.600 85.034 83.521
	Acc: 0.960 OSCR : 72.488 AUROC_max_val (%): 85.048 AUROC_real (%): 74.099

Epoch 510/600
235/235 - 6s - loss: 0.6825 - accuracy: 0.9315 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47783902287483215
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.825 84.590 77.700 83.887 83.439
	Acc: 0.963 OSCR : 74.606 AUROC_max_val (%): 84.590 AUROC_real (%): 76.109

Epoch 511/600
235/235 - 6s - loss: 0.6805 - accuracy: 0.9313 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5179554224014282
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.600 84.915 78.113 83.601 83.648
	Acc: 0.960 OSCR : 72.347 AUROC_max_val (%): 84.915 AUROC_real (%): 73.987

Epoch 512/600
235/235 - 6s - loss: 0.6888 - accuracy: 0.9303 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5536687970161438
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 83.020 76.587 81.222 82.008
	Acc: 0.954 OSCR : 70.873 AUROC_max_val (%): 83.020 AUROC_real (%): 72.677

Epoch 513/600
235/235 - 6s - loss: 0.6880 - accuracy: 0.9311 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45529261231422424
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.000 87.798 80.287 88.116 86.382
	Acc: 0.962 OSCR : 75.201 AUROC_max_val (%): 87.798 AUROC_real (%): 76.738

Epoch 514/600
235/235 - 6s - loss: 0.6700 - accuracy: 0.9329 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4699755311012268
	accuracy: 0.9635000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.350 86.116 79.300 85.619 84.384
	Acc: 0.964 OSCR : 74.331 AUROC_max_val (%): 86.116 AUROC_real (%): 75.887

Epoch 515/600
235/235 - 6s - loss: 0.6771 - accuracy: 0.9320 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4145794212818146
	accuracy: 0.9677500128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.725 85.988 78.912 85.484 84.791
	Acc: 0.968 OSCR : 74.635 AUROC_max_val (%): 85.988 AUROC_real (%): 75.996

Epoch 516/600
235/235 - 6s - loss: 0.6677 - accuracy: 0.9331 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4837331771850586
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.225 86.121 78.525 85.799 84.922
	Acc: 0.960 OSCR : 72.730 AUROC_max_val (%): 86.121 AUROC_real (%): 74.205

Epoch 517/600
235/235 - 6s - loss: 0.6691 - accuracy: 0.9325 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4668522775173187
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.675 86.496 78.875 86.658 85.049
	Acc: 0.962 OSCR : 74.008 AUROC_max_val (%): 86.496 AUROC_real (%): 75.499

Epoch 518/600
235/235 - 6s - loss: 0.6628 - accuracy: 0.9331 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4901082515716553
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.575 84.910 78.238 83.596 83.860
	Acc: 0.956 OSCR : 74.986 AUROC_max_val (%): 84.910 AUROC_real (%): 76.676

Epoch 519/600
235/235 - 6s - loss: 0.6597 - accuracy: 0.9337 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4727360010147095
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.775 86.256 79.062 85.819 85.114
	Acc: 0.960 OSCR : 72.909 AUROC_max_val (%): 86.256 AUROC_real (%): 74.555

Epoch 520/600
235/235 - 6s - loss: 0.6649 - accuracy: 0.9334 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4553675055503845
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.850 86.362 79.388 86.371 84.657
	Acc: 0.960 OSCR : 76.410 AUROC_max_val (%): 86.362 AUROC_real (%): 77.946

Epoch 521/600
235/235 - 6s - loss: 0.6552 - accuracy: 0.9336 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46033307909965515
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.550 87.228 79.825 87.352 85.398
	Acc: 0.961 OSCR : 75.252 AUROC_max_val (%): 87.228 AUROC_real (%): 76.846

Epoch 522/600
235/235 - 6s - loss: 0.6598 - accuracy: 0.9341 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4928766191005707
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.550 85.761 78.525 85.661 84.295
	Acc: 0.958 OSCR : 75.973 AUROC_max_val (%): 85.761 AUROC_real (%): 77.738

Epoch 523/600
235/235 - 6s - loss: 0.6644 - accuracy: 0.9328 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40739870071411133
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.175 85.542 78.162 84.968 84.472
	Acc: 0.966 OSCR : 76.888 AUROC_max_val (%): 85.542 AUROC_real (%): 78.310

Epoch 524/600
235/235 - 6s - loss: 0.6665 - accuracy: 0.9328 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4552101492881775
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.075 84.525 77.550 83.120 83.814
	Acc: 0.959 OSCR : 75.262 AUROC_max_val (%): 84.525 AUROC_real (%): 76.908

Epoch 525/600
235/235 - 6s - loss: 0.6427 - accuracy: 0.9361 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45723968744277954
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.275 87.607 80.238 87.743 86.273
	Acc: 0.964 OSCR : 73.063 AUROC_max_val (%): 87.607 AUROC_real (%): 74.619

Epoch 526/600
235/235 - 6s - loss: 0.6437 - accuracy: 0.9353 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.43249908089637756
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.800 86.710 79.637 85.984 85.715
	Acc: 0.961 OSCR : 75.405 AUROC_max_val (%): 86.710 AUROC_real (%): 76.929

Epoch 527/600
235/235 - 6s - loss: 0.6489 - accuracy: 0.9355 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4561770558357239
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 81.198 74.900 79.146 80.268
	Acc: 0.962 OSCR : 74.190 AUROC_max_val (%): 81.198 AUROC_real (%): 75.677

Epoch 528/600
235/235 - 6s - loss: 0.6472 - accuracy: 0.9354 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5764458179473877
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.600 82.057 75.812 79.486 81.777
	Acc: 0.960 OSCR : 71.866 AUROC_max_val (%): 82.057 AUROC_real (%): 73.474

Epoch 529/600
235/235 - 6s - loss: 0.6330 - accuracy: 0.9362 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.40812647342681885
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.900 86.746 79.475 86.038 85.751
	Acc: 0.966 OSCR : 76.232 AUROC_max_val (%): 86.746 AUROC_real (%): 77.642

Epoch 530/600
235/235 - 6s - loss: 0.6302 - accuracy: 0.9362 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5288243293762207
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.600 85.860 79.112 85.526 84.305
	Acc: 0.958 OSCR : 73.839 AUROC_max_val (%): 85.860 AUROC_real (%): 75.629

Epoch 531/600
235/235 - 6s - loss: 0.6182 - accuracy: 0.9369 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43762102723121643
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.350 82.324 75.563 80.397 81.704
	Acc: 0.963 OSCR : 74.139 AUROC_max_val (%): 82.324 AUROC_real (%): 75.616

Epoch 532/600
235/235 - 6s - loss: 0.6376 - accuracy: 0.9354 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.45400193333625793
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 85.059 78.062 83.818 83.991
	Acc: 0.965 OSCR : 75.510 AUROC_max_val (%): 85.059 AUROC_real (%): 76.883

Epoch 533/600
235/235 - 6s - loss: 0.6399 - accuracy: 0.9350 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43768030405044556
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.300 85.217 77.987 83.986 84.282
	Acc: 0.965 OSCR : 75.046 AUROC_max_val (%): 85.217 AUROC_real (%): 76.504

Epoch 534/600
235/235 - 6s - loss: 0.6274 - accuracy: 0.9375 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4801192283630371
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.425 84.584 77.900 82.807 83.921
	Acc: 0.960 OSCR : 74.328 AUROC_max_val (%): 84.584 AUROC_real (%): 75.921

Epoch 535/600
235/235 - 6s - loss: 0.6193 - accuracy: 0.9378 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4674772024154663
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 84.110 77.263 82.986 82.993
	Acc: 0.962 OSCR : 74.738 AUROC_max_val (%): 84.110 AUROC_real (%): 76.247

Epoch 536/600
235/235 - 6s - loss: 0.6290 - accuracy: 0.9379 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5162032246589661
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.150 85.438 78.763 84.144 84.468
	Acc: 0.960 OSCR : 72.909 AUROC_max_val (%): 85.438 AUROC_real (%): 74.624

Epoch 537/600
235/235 - 6s - loss: 0.6282 - accuracy: 0.9375 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5007742047309875
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.875 85.775 78.762 85.269 84.634
	Acc: 0.961 OSCR : 72.469 AUROC_max_val (%): 85.775 AUROC_real (%): 74.005

Epoch 538/600
235/235 - 6s - loss: 0.6151 - accuracy: 0.9368 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4648425579071045
	accuracy: 0.9635000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.575 85.777 78.612 85.282 84.346
	Acc: 0.964 OSCR : 73.078 AUROC_max_val (%): 85.777 AUROC_real (%): 74.409

Epoch 539/600
235/235 - 6s - loss: 0.6034 - accuracy: 0.9392 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4353239834308624
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 85.925 78.825 84.902 85.054
	Acc: 0.965 OSCR : 74.417 AUROC_max_val (%): 85.925 AUROC_real (%): 75.812

Epoch 540/600
235/235 - 6s - loss: 0.6014 - accuracy: 0.9395 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49383991956710815
	accuracy: 0.9627500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 86.714 79.688 86.051 85.599
	Acc: 0.963 OSCR : 71.557 AUROC_max_val (%): 86.714 AUROC_real (%): 73.105

Epoch 541/600
235/235 - 6s - loss: 0.5958 - accuracy: 0.9405 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41032499074935913
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 85.782 78.675 85.137 84.735
	Acc: 0.964 OSCR : 74.969 AUROC_max_val (%): 85.782 AUROC_real (%): 76.397

Epoch 542/600
235/235 - 6s - loss: 0.6067 - accuracy: 0.9392 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4602324962615967
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.175 87.309 80.325 87.293 85.969
	Acc: 0.960 OSCR : 75.174 AUROC_max_val (%): 87.309 AUROC_real (%): 76.779

Epoch 543/600
235/235 - 6s - loss: 0.5998 - accuracy: 0.9398 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.45073607563972473
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.250 85.275 78.688 84.250 83.906
	Acc: 0.962 OSCR : 76.442 AUROC_max_val (%): 85.275 AUROC_real (%): 77.947

Epoch 544/600
235/235 - 6s - loss: 0.5914 - accuracy: 0.9397 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.47261884808540344
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.925 85.706 78.713 85.007 84.864
	Acc: 0.959 OSCR : 74.200 AUROC_max_val (%): 85.706 AUROC_real (%): 75.812

Epoch 545/600
235/235 - 6s - loss: 0.6014 - accuracy: 0.9391 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4486309885978699
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.575 84.653 78.263 83.343 83.820
	Acc: 0.964 OSCR : 75.504 AUROC_max_val (%): 84.653 AUROC_real (%): 76.976

Epoch 546/600
235/235 - 6s - loss: 0.5905 - accuracy: 0.9400 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41166433691978455
	accuracy: 0.9627500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.575 86.959 80.062 86.363 85.788
	Acc: 0.963 OSCR : 76.400 AUROC_max_val (%): 86.959 AUROC_real (%): 77.844

Epoch 547/600
235/235 - 6s - loss: 0.6087 - accuracy: 0.9373 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43958669900894165
	accuracy: 0.9632499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.950 85.078 78.038 83.904 84.381
	Acc: 0.963 OSCR : 76.146 AUROC_max_val (%): 85.078 AUROC_real (%): 77.733

Epoch 548/600
235/235 - 6s - loss: 0.5794 - accuracy: 0.9419 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4550473392009735
	accuracy: 0.9632499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.125 87.081 79.838 86.520 86.168
	Acc: 0.963 OSCR : 73.775 AUROC_max_val (%): 87.081 AUROC_real (%): 75.304

Epoch 549/600
235/235 - 6s - loss: 0.5895 - accuracy: 0.9406 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4499453008174896
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.650 87.871 80.050 87.956 86.503
	Acc: 0.960 OSCR : 76.427 AUROC_max_val (%): 87.871 AUROC_real (%): 78.128

Epoch 550/600
235/235 - 6s - loss: 0.5856 - accuracy: 0.9416 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44522133469581604
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.300 86.940 79.862 86.657 85.789
	Acc: 0.963 OSCR : 75.032 AUROC_max_val (%): 86.940 AUROC_real (%): 76.579

Epoch 551/600
235/235 - 6s - loss: 0.6089 - accuracy: 0.9376 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.39874789118766785
	accuracy: 0.9672499895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.000 87.065 80.025 86.792 85.536
	Acc: 0.967 OSCR : 76.249 AUROC_max_val (%): 87.065 AUROC_real (%): 77.626

Epoch 552/600
235/235 - 6s - loss: 0.5919 - accuracy: 0.9395 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4655683934688568
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.475 86.986 79.575 86.537 85.748
	Acc: 0.966 OSCR : 72.362 AUROC_max_val (%): 86.986 AUROC_real (%): 73.746

Epoch 553/600
235/235 - 6s - loss: 0.5807 - accuracy: 0.9422 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4797064960002899
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.975 85.583 78.388 84.486 84.766
	Acc: 0.963 OSCR : 74.378 AUROC_max_val (%): 85.583 AUROC_real (%): 75.945

Epoch 554/600
235/235 - 6s - loss: 0.5806 - accuracy: 0.9419 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43876922130584717
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.350 86.353 79.600 85.452 85.423
	Acc: 0.962 OSCR : 73.982 AUROC_max_val (%): 86.353 AUROC_real (%): 75.444

Epoch 555/600
235/235 - 6s - loss: 0.5814 - accuracy: 0.9414 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4339902997016907
	accuracy: 0.965499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.325 86.746 79.375 86.116 85.686
	Acc: 0.966 OSCR : 75.100 AUROC_max_val (%): 86.746 AUROC_real (%): 76.577

Epoch 556/600
235/235 - 6s - loss: 0.5796 - accuracy: 0.9417 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4359114468097687
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.375 87.432 80.250 87.023 86.182
	Acc: 0.965 OSCR : 75.848 AUROC_max_val (%): 87.432 AUROC_real (%): 77.322

Epoch 557/600
235/235 - 6s - loss: 0.5657 - accuracy: 0.9433 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4157079756259918
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.175 87.206 79.975 86.948 85.848
	Acc: 0.963 OSCR : 76.058 AUROC_max_val (%): 87.206 AUROC_real (%): 77.520

Epoch 558/600
235/235 - 6s - loss: 0.5676 - accuracy: 0.9435 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.421188622713089
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.750 87.597 80.100 87.673 86.130
	Acc: 0.966 OSCR : 75.733 AUROC_max_val (%): 87.597 AUROC_real (%): 77.083

Epoch 559/600
235/235 - 6s - loss: 0.5674 - accuracy: 0.9429 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.45191025733947754
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.700 86.875 79.737 86.348 85.675
	Acc: 0.962 OSCR : 74.778 AUROC_max_val (%): 86.875 AUROC_real (%): 76.254

Epoch 560/600
235/235 - 6s - loss: 0.5726 - accuracy: 0.9426 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4355219304561615
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.625 86.370 79.050 85.898 85.180
	Acc: 0.963 OSCR : 75.146 AUROC_max_val (%): 86.370 AUROC_real (%): 76.619

Epoch 561/600
235/235 - 6s - loss: 0.5646 - accuracy: 0.9422 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.41962680220603943
	accuracy: 0.9667500257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.050 87.397 80.275 87.072 86.159
	Acc: 0.967 OSCR : 74.815 AUROC_max_val (%): 87.397 AUROC_real (%): 76.189

Epoch 562/600
235/235 - 6s - loss: 0.5780 - accuracy: 0.9412 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4289173185825348
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.550 86.360 79.325 85.954 85.015
	Acc: 0.964 OSCR : 75.221 AUROC_max_val (%): 86.360 AUROC_real (%): 76.577

Epoch 563/600
235/235 - 6s - loss: 0.5627 - accuracy: 0.9444 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.39538583159446716
	accuracy: 0.968500018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.925 87.397 80.038 87.254 86.051
	Acc: 0.969 OSCR : 76.362 AUROC_max_val (%): 87.397 AUROC_real (%): 77.642

Epoch 564/600
235/235 - 6s - loss: 0.5657 - accuracy: 0.9428 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4226522743701935
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.325 85.430 78.300 84.397 84.602
	Acc: 0.966 OSCR : 75.198 AUROC_max_val (%): 85.430 AUROC_real (%): 76.579

Epoch 565/600
235/235 - 6s - loss: 0.5539 - accuracy: 0.9447 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.40012624859809875
	accuracy: 0.968999981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.400 86.975 79.588 86.423 85.967
	Acc: 0.969 OSCR : 74.935 AUROC_max_val (%): 86.975 AUROC_real (%): 76.234

Epoch 566/600
235/235 - 6s - loss: 0.5600 - accuracy: 0.9431 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4237375557422638
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.775 87.165 80.287 86.806 86.141
	Acc: 0.964 OSCR : 74.635 AUROC_max_val (%): 87.165 AUROC_real (%): 76.056

Epoch 567/600
235/235 - 6s - loss: 0.5648 - accuracy: 0.9434 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40454789996147156
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.400 87.104 79.850 86.693 85.926
	Acc: 0.966 OSCR : 76.017 AUROC_max_val (%): 87.104 AUROC_real (%): 77.384

Epoch 568/600
235/235 - 6s - loss: 0.5607 - accuracy: 0.9436 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4087179899215698
	accuracy: 0.9662500023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 85.914 78.788 85.050 85.040
	Acc: 0.966 OSCR : 75.637 AUROC_max_val (%): 85.914 AUROC_real (%): 76.995

Epoch 569/600
235/235 - 6s - loss: 0.5612 - accuracy: 0.9429 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41024869680404663
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.900 85.686 78.400 84.709 84.826
	Acc: 0.967 OSCR : 74.650 AUROC_max_val (%): 85.686 AUROC_real (%): 76.009

Epoch 570/600
235/235 - 6s - loss: 0.5639 - accuracy: 0.9427 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.3974282145500183
	accuracy: 0.9682499766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.525 86.600 79.588 85.974 85.555
	Acc: 0.968 OSCR : 76.225 AUROC_max_val (%): 86.600 AUROC_real (%): 77.579

Epoch 571/600
235/235 - 6s - loss: 0.5429 - accuracy: 0.9451 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.414590060710907
	accuracy: 0.9679999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.400 86.556 79.362 85.955 85.560
	Acc: 0.968 OSCR : 74.522 AUROC_max_val (%): 86.556 AUROC_real (%): 75.872

Epoch 572/600
235/235 - 6s - loss: 0.5399 - accuracy: 0.9456 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43329566717147827
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.150 85.542 78.538 84.275 84.692
	Acc: 0.965 OSCR : 74.113 AUROC_max_val (%): 85.542 AUROC_real (%): 75.501

Epoch 573/600
235/235 - 6s - loss: 0.5645 - accuracy: 0.9424 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.42226967215538025
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.600 86.853 79.663 86.630 85.455
	Acc: 0.964 OSCR : 75.489 AUROC_max_val (%): 86.853 AUROC_real (%): 76.937

Epoch 574/600
235/235 - 6s - loss: 0.5683 - accuracy: 0.9426 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4205394387245178
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.225 86.979 79.675 86.676 85.842
	Acc: 0.965 OSCR : 74.980 AUROC_max_val (%): 86.979 AUROC_real (%): 76.383

Epoch 575/600
235/235 - 6s - loss: 0.5527 - accuracy: 0.9441 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43196702003479004
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.925 85.980 78.838 85.219 84.924
	Acc: 0.964 OSCR : 74.014 AUROC_max_val (%): 85.980 AUROC_real (%): 75.396

Epoch 576/600
235/235 - 6s - loss: 0.5535 - accuracy: 0.9444 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.42333346605300903
	accuracy: 0.9647499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.050 86.332 79.062 85.750 85.185
	Acc: 0.965 OSCR : 74.776 AUROC_max_val (%): 86.332 AUROC_real (%): 76.157

Epoch 577/600
235/235 - 6s - loss: 0.5515 - accuracy: 0.9433 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4005926549434662
	accuracy: 0.9664999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.100 87.224 79.738 86.889 86.034
	Acc: 0.967 OSCR : 75.713 AUROC_max_val (%): 87.224 AUROC_real (%): 77.092

Epoch 578/600
235/235 - 6s - loss: 0.5490 - accuracy: 0.9439 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.41653576493263245
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.225 86.623 79.350 85.932 85.650
	Acc: 0.965 OSCR : 75.997 AUROC_max_val (%): 86.623 AUROC_real (%): 77.416

Epoch 579/600
235/235 - 6s - loss: 0.5513 - accuracy: 0.9443 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41567158699035645
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.150 87.034 79.688 86.761 85.825
	Acc: 0.966 OSCR : 76.267 AUROC_max_val (%): 87.034 AUROC_real (%): 77.679

Epoch 580/600
235/235 - 6s - loss: 0.5477 - accuracy: 0.9442 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4186512231826782
	accuracy: 0.9670000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.900 86.643 79.225 86.188 85.436
	Acc: 0.967 OSCR : 75.271 AUROC_max_val (%): 86.643 AUROC_real (%): 76.633

Epoch 581/600
235/235 - 6s - loss: 0.5449 - accuracy: 0.9451 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.42460235953330994
	accuracy: 0.9672499895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.950 86.708 79.463 86.335 85.474
	Acc: 0.967 OSCR : 75.469 AUROC_max_val (%): 86.708 AUROC_real (%): 76.854

Epoch 582/600
235/235 - 6s - loss: 0.5449 - accuracy: 0.9445 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4188002943992615
	accuracy: 0.9664999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.625 86.744 79.487 86.256 85.599
	Acc: 0.967 OSCR : 75.077 AUROC_max_val (%): 86.744 AUROC_real (%): 76.446

Epoch 583/600
235/235 - 6s - loss: 0.5370 - accuracy: 0.9456 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.39997708797454834
	accuracy: 0.9672499895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.900 86.823 79.787 86.262 85.806
	Acc: 0.967 OSCR : 75.937 AUROC_max_val (%): 86.823 AUROC_real (%): 77.281

Epoch 584/600
235/235 - 6s - loss: 0.5284 - accuracy: 0.9470 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4116591513156891
	accuracy: 0.9662500023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.300 86.463 79.650 85.852 85.393
	Acc: 0.966 OSCR : 76.061 AUROC_max_val (%): 86.463 AUROC_real (%): 77.445

Epoch 585/600
235/235 - 6s - loss: 0.5524 - accuracy: 0.9438 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4104185700416565
	accuracy: 0.965499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.250 87.083 79.938 86.859 85.924
	Acc: 0.966 OSCR : 76.418 AUROC_max_val (%): 87.083 AUROC_real (%): 77.813

Epoch 586/600
235/235 - 6s - loss: 0.5395 - accuracy: 0.9447 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4082152247428894
	accuracy: 0.9672499895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.050 86.640 79.663 86.168 85.528
	Acc: 0.967 OSCR : 75.848 AUROC_max_val (%): 86.640 AUROC_real (%): 77.205

Epoch 587/600
235/235 - 6s - loss: 0.5294 - accuracy: 0.9464 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.41269537806510925
	accuracy: 0.965499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.975 86.620 79.513 86.172 85.473
	Acc: 0.966 OSCR : 75.829 AUROC_max_val (%): 86.620 AUROC_real (%): 77.214

Epoch 588/600
235/235 - 6s - loss: 0.5390 - accuracy: 0.9465 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40759560465812683
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.075 86.934 79.837 86.514 85.803
	Acc: 0.966 OSCR : 76.284 AUROC_max_val (%): 86.934 AUROC_real (%): 77.663

Epoch 589/600
235/235 - 6s - loss: 0.5359 - accuracy: 0.9451 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40163376927375793
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.025 87.179 80.113 86.850 86.009
	Acc: 0.965 OSCR : 76.524 AUROC_max_val (%): 87.179 AUROC_real (%): 77.903

Epoch 590/600
235/235 - 6s - loss: 0.5466 - accuracy: 0.9453 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41357529163360596
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.175 86.751 79.612 86.261 85.632
	Acc: 0.966 OSCR : 75.802 AUROC_max_val (%): 86.751 AUROC_real (%): 77.195

Epoch 591/600
235/235 - 6s - loss: 0.5326 - accuracy: 0.9464 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.41952770948410034
	accuracy: 0.9662500023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.000 86.648 79.475 86.134 85.534
	Acc: 0.966 OSCR : 75.364 AUROC_max_val (%): 86.648 AUROC_real (%): 76.753

Epoch 592/600
235/235 - 6s - loss: 0.5275 - accuracy: 0.9459 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41340985894203186
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.400 86.791 79.600 86.326 85.681
	Acc: 0.966 OSCR : 75.757 AUROC_max_val (%): 86.791 AUROC_real (%): 77.143

Epoch 593/600
235/235 - 6s - loss: 0.5357 - accuracy: 0.9466 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40200331807136536
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.875 86.961 79.887 86.574 85.807
	Acc: 0.966 OSCR : 76.268 AUROC_max_val (%): 86.961 AUROC_real (%): 77.639

Epoch 594/600
235/235 - 6s - loss: 0.5351 - accuracy: 0.9460 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41181474924087524
	accuracy: 0.9664999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.825 86.734 79.638 86.255 85.635
	Acc: 0.967 OSCR : 75.552 AUROC_max_val (%): 86.734 AUROC_real (%): 76.923

Epoch 595/600
235/235 - 6s - loss: 0.5410 - accuracy: 0.9451 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4078027307987213
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.350 86.783 79.650 86.304 85.715
	Acc: 0.966 OSCR : 75.793 AUROC_max_val (%): 86.783 AUROC_real (%): 77.176

Epoch 596/600
235/235 - 6s - loss: 0.5302 - accuracy: 0.9468 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4113537073135376
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.150 86.673 79.550 86.151 85.588
	Acc: 0.966 OSCR : 75.567 AUROC_max_val (%): 86.673 AUROC_real (%): 76.945

Epoch 597/600
235/235 - 6s - loss: 0.5417 - accuracy: 0.9446 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4084319472312927
	accuracy: 0.9662500023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.575 86.720 79.625 86.204 85.652
	Acc: 0.966 OSCR : 75.823 AUROC_max_val (%): 86.720 AUROC_real (%): 77.200

Epoch 598/600
235/235 - 6s - loss: 0.5418 - accuracy: 0.9444 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4133523106575012
	accuracy: 0.9660000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.800 86.642 79.525 86.120 85.565
	Acc: 0.966 OSCR : 75.548 AUROC_max_val (%): 86.642 AUROC_real (%): 76.932

Epoch 599/600
235/235 - 6s - loss: 0.5336 - accuracy: 0.9462 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4129196107387543
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.100 86.594 79.537 86.016 85.548
	Acc: 0.966 OSCR : 75.545 AUROC_max_val (%): 86.594 AUROC_real (%): 76.927

Epoch 600/600
235/235 - 6s - loss: 0.5321 - accuracy: 0.9459 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40884929895401
	accuracy: 0.965749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.825 86.643 79.625 86.090 85.575
	Acc: 0.966 OSCR : 75.756 AUROC_max_val (%): 86.643 AUROC_real (%): 77.136

--- Execution time : 1:08:29.414427 ---
Closed set loss: 0.4088493
Closed set metrics:
accuracy: 0.965749979019165 

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W0905 07:24:41.947899 22833066477248 legend.py:1323] No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
I0905 07:24:41.948669 22833066477248 utils.py:108] Saving model in results/benchmark_osr//standard_vgg32/dist/cifar10//split-0/nb_f-5/anchor_mul-10/max_d-12.649/model.save
WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
W0905 07:24:41.948832 22833066477248 saving_utils.py:359] Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
W0905 07:24:43.622544 22833066477248 save.py:274] Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 10). These functions will not be directly callable after loading.
INFO:tensorflow:Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar10//split-0/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 07:24:44.107072 22833066477248 builder_impl.py:797] Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar10//split-0/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 07:24:44.168243 22833066477248 utils.py:112] Saving history in results/benchmark_osr//standard_vgg32/dist/cifar10//split-0/nb_f-5/anchor_mul-10/max_d-12.649/history.pkl
AUROC score: 0.7713604375
