I0905 06:45:01.717076 23071795947200 utils.py:90] Saving flags in results/benchmark_osr//standard_vgg32/dist/cifar10//split-3/nb_f-5/anchor_mul-10/max_d-12.649/flags.txt
I0905 06:45:01.726019 23071795947200 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 06:45:01.732650 23071795947200 dataset_builder.py:528] Reusing dataset cifar10 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2)
I0905 06:45:03.031591 23071795947200 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: [8, 6, 1, 9, 0, 7]
Unknown classes: [2, 3, 4, 5]
--- Data preprocessing time : 0:00:08.059301 ---
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 06:45:12.417744: 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 06:45:22.070660: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inmodel/dropout_1/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
Linear step: 0.009928503261272714
Warmup lrs: tf.Tensor(
[9.9999997e-05 1.0028503e-02 1.9957006e-02 2.9885510e-02 3.9814014e-02
 4.9742516e-02 5.9671018e-02 6.9599524e-02 7.9528026e-02 8.9456528e-02
 9.9385031e-02], shape=(11,), dtype=float32)
Training with loss: dist
Epoch  1/600
235/235 - 13s - loss: 8.9607 - accuracy: 0.2067 - 13s/epoch - 54ms/step
Test results :
	Loss (on known):8.774330139160156
	accuracy: 0.27950000762939453 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     5.050 51.357 53.212 54.258 50.442
	Acc: 0.280 OSCR : 16.723 AUROC_max_val (%): 51.357 AUROC_real (%): 46.351

Epoch  2/600
235/235 - 6s - loss: 5.8663 - accuracy: 0.4304 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):5.520364761352539
	accuracy: 0.5757499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     7.525 54.957 54.638 56.819 54.099
	Acc: 0.576 OSCR : 28.597 AUROC_max_val (%): 54.957 AUROC_real (%): 43.270

Epoch  3/600
235/235 - 6s - loss: 4.7225 - accuracy: 0.5439 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):5.122972011566162
	accuracy: 0.656499981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     6.875 57.545 56.050 60.007 55.273
	Acc: 0.656 OSCR : 28.496 AUROC_max_val (%): 57.545 AUROC_real (%): 39.414

Epoch  4/600
235/235 - 6s - loss: 4.1379 - accuracy: 0.6025 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):4.801279067993164
	accuracy: 0.6320000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.450 70.801 65.225 70.834 68.412
	Acc: 0.632 OSCR : 36.507 AUROC_max_val (%): 70.801 AUROC_real (%): 53.157

Epoch  5/600
235/235 - 6s - loss: 3.7318 - accuracy: 0.6391 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.513533353805542
	accuracy: 0.715749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.875 72.603 67.013 71.371 70.568
	Acc: 0.716 OSCR : 46.381 AUROC_max_val (%): 72.603 AUROC_real (%): 59.211

Epoch  6/600
235/235 - 6s - loss: 3.4336 - accuracy: 0.6682 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.6203126907348633
	accuracy: 0.7597500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.150 66.985 61.988 67.554 64.813
	Acc: 0.760 OSCR : 39.955 AUROC_max_val (%): 66.985 AUROC_real (%): 48.927

Epoch  7/600
235/235 - 6s - loss: 3.2008 - accuracy: 0.6879 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.9885692596435547
	accuracy: 0.6949999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.700 77.972 71.912 80.245 74.177
	Acc: 0.695 OSCR : 47.242 AUROC_max_val (%): 77.972 AUROC_real (%): 62.145

Epoch  8/600
235/235 - 6s - loss: 3.0489 - accuracy: 0.7060 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.086672067642212
	accuracy: 0.7745000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.950 64.535 60.600 65.309 61.905
	Acc: 0.774 OSCR : 46.709 AUROC_max_val (%): 64.535 AUROC_real (%): 55.553

Epoch  9/600
235/235 - 6s - loss: 2.8870 - accuracy: 0.7217 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):4.0521559715271
	accuracy: 0.7072499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.200 68.079 63.138 69.592 64.797
	Acc: 0.707 OSCR : 39.354 AUROC_max_val (%): 68.079 AUROC_real (%): 51.978

Epoch 10/600
235/235 - 6s - loss: 2.7492 - accuracy: 0.7351 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.4161746501922607
	accuracy: 0.8142499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.300 72.526 66.700 73.411 69.483
	Acc: 0.814 OSCR : 54.300 AUROC_max_val (%): 72.526 AUROC_real (%): 62.197

Epoch 11/600
235/235 - 6s - loss: 2.7045 - accuracy: 0.7371 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.6234781742095947
	accuracy: 0.8075000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.375 76.704 70.987 77.456 72.824
	Acc: 0.807 OSCR : 53.484 AUROC_max_val (%): 76.704 AUROC_real (%): 61.853

Epoch 12/600
235/235 - 6s - loss: 2.5422 - accuracy: 0.7527 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.511641263961792
	accuracy: 0.7992500066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.575 71.588 66.700 74.077 68.211
	Acc: 0.799 OSCR : 51.678 AUROC_max_val (%): 71.588 AUROC_real (%): 59.649

Epoch 13/600
235/235 - 6s - loss: 2.4820 - accuracy: 0.7576 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.003434419631958
	accuracy: 0.8322499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.300 78.775 72.450 79.979 74.969
	Acc: 0.832 OSCR : 61.283 AUROC_max_val (%): 78.775 AUROC_real (%): 69.118

Epoch 14/600
235/235 - 6s - loss: 2.4183 - accuracy: 0.7646 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.7233126163482666
	accuracy: 0.8379999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.650 71.962 66.562 71.357 69.421
	Acc: 0.838 OSCR : 49.521 AUROC_max_val (%): 71.962 AUROC_real (%): 55.895

Epoch 15/600
235/235 - 6s - loss: 2.3068 - accuracy: 0.7760 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.198997974395752
	accuracy: 0.815500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.475 74.234 68.750 74.348 71.093
	Acc: 0.816 OSCR : 56.647 AUROC_max_val (%): 74.234 AUROC_real (%): 64.218

Epoch 16/600
235/235 - 6s - loss: 2.2747 - accuracy: 0.7779 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.2190396785736084
	accuracy: 0.8382499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.925 70.035 65.013 68.664 67.997
	Acc: 0.838 OSCR : 51.665 AUROC_max_val (%): 70.035 AUROC_real (%): 57.692

Epoch 17/600
235/235 - 6s - loss: 2.2305 - accuracy: 0.7817 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6519194841384888
	accuracy: 0.8769999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.950 80.005 73.388 81.991 76.174
	Acc: 0.877 OSCR : 58.998 AUROC_max_val (%): 80.005 AUROC_real (%): 63.801

Epoch 18/600
235/235 - 6s - loss: 2.2079 - accuracy: 0.7848 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.8885070085525513
	accuracy: 0.8544999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.900 76.666 70.188 78.159 73.481
	Acc: 0.855 OSCR : 57.054 AUROC_max_val (%): 76.666 AUROC_real (%): 62.977

Epoch 19/600
235/235 - 6s - loss: 2.1368 - accuracy: 0.7923 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.0148143768310547
	accuracy: 0.8482499718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.750 78.790 72.237 80.759 74.501
	Acc: 0.848 OSCR : 56.566 AUROC_max_val (%): 78.790 AUROC_real (%): 62.858

Epoch 20/600
235/235 - 6s - loss: 2.0606 - accuracy: 0.7978 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.860100030899048
	accuracy: 0.7767500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.650 71.374 66.650 73.781 66.302
	Acc: 0.777 OSCR : 50.310 AUROC_max_val (%): 71.374 AUROC_real (%): 59.540

Epoch 21/600
235/235 - 6s - loss: 2.0827 - accuracy: 0.7948 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.032294750213623
	accuracy: 0.8457499742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.500 72.961 67.237 75.236 68.820
	Acc: 0.846 OSCR : 54.762 AUROC_max_val (%): 72.961 AUROC_real (%): 60.819

Epoch 22/600
235/235 - 6s - loss: 2.0328 - accuracy: 0.8019 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6801518201828003
	accuracy: 0.8742499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.275 82.196 75.138 83.908 78.811
	Acc: 0.874 OSCR : 61.128 AUROC_max_val (%): 82.196 AUROC_real (%): 66.305

Epoch 23/600
235/235 - 6s - loss: 1.9876 - accuracy: 0.8038 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6567754745483398
	accuracy: 0.8629999756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.350 80.990 73.725 82.113 78.551
	Acc: 0.863 OSCR : 65.335 AUROC_max_val (%): 80.990 AUROC_real (%): 71.319

Epoch 24/600
235/235 - 6s - loss: 1.9562 - accuracy: 0.8057 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6817803382873535
	accuracy: 0.8845000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.000 74.155 68.625 73.504 71.058
	Acc: 0.884 OSCR : 56.909 AUROC_max_val (%): 74.155 AUROC_real (%): 61.407

Epoch 25/600
235/235 - 6s - loss: 1.9795 - accuracy: 0.8035 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4695096015930176
	accuracy: 0.8802499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.950 80.601 74.125 81.230 77.490
	Acc: 0.880 OSCR : 64.385 AUROC_max_val (%): 80.601 AUROC_real (%): 69.362

Epoch 26/600
235/235 - 6s - loss: 1.9589 - accuracy: 0.8068 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.185944676399231
	accuracy: 0.893750011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.500 73.911 68.263 75.457 70.079
	Acc: 0.894 OSCR : 64.886 AUROC_max_val (%): 73.911 AUROC_real (%): 68.671

Epoch 27/600
235/235 - 6s - loss: 1.8861 - accuracy: 0.8144 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2745810747146606
	accuracy: 0.8917499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.400 78.995 72.263 80.477 75.562
	Acc: 0.892 OSCR : 66.900 AUROC_max_val (%): 78.995 AUROC_real (%): 71.256

Epoch 28/600
235/235 - 6s - loss: 1.8752 - accuracy: 0.8150 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0621014833450317
	accuracy: 0.9010000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.925 81.612 74.750 83.544 77.635
	Acc: 0.901 OSCR : 71.900 AUROC_max_val (%): 81.612 AUROC_real (%): 76.064

Epoch 29/600
235/235 - 6s - loss: 1.8573 - accuracy: 0.8178 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.8500821590423584
	accuracy: 0.8612499833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.475 78.728 71.713 80.541 75.434
	Acc: 0.861 OSCR : 58.477 AUROC_max_val (%): 78.728 AUROC_real (%): 64.448

Epoch 30/600
235/235 - 6s - loss: 1.8194 - accuracy: 0.8215 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.238387942314148
	accuracy: 0.8934999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.975 77.116 71.487 77.731 73.133
	Acc: 0.893 OSCR : 65.759 AUROC_max_val (%): 77.116 AUROC_real (%): 70.109

Epoch 31/600
235/235 - 6s - loss: 1.7999 - accuracy: 0.8226 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2247189283370972
	accuracy: 0.8930000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.425 78.921 71.850 80.598 75.643
	Acc: 0.893 OSCR : 64.528 AUROC_max_val (%): 78.921 AUROC_real (%): 68.654

Epoch 32/600
235/235 - 6s - loss: 1.7862 - accuracy: 0.8252 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5827031135559082
	accuracy: 0.8807500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.275 78.607 72.488 79.776 74.575
	Acc: 0.881 OSCR : 58.009 AUROC_max_val (%): 78.607 AUROC_real (%): 62.661

Epoch 33/600
235/235 - 6s - loss: 1.8067 - accuracy: 0.8230 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3258166313171387
	accuracy: 0.8889999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.450 78.186 71.237 79.645 75.165
	Acc: 0.889 OSCR : 61.477 AUROC_max_val (%): 78.186 AUROC_real (%): 65.710

Epoch 34/600
235/235 - 6s - loss: 1.7575 - accuracy: 0.8252 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.478492259979248
	accuracy: 0.8702499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.900 77.704 71.662 76.836 74.472
	Acc: 0.870 OSCR : 64.393 AUROC_max_val (%): 77.704 AUROC_real (%): 69.821

Epoch 35/600
235/235 - 6s - loss: 1.7353 - accuracy: 0.8290 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.270873785018921
	accuracy: 0.8887500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.250 77.268 70.938 78.920 73.275
	Acc: 0.889 OSCR : 64.775 AUROC_max_val (%): 77.268 AUROC_real (%): 69.260

Epoch 36/600
235/235 - 6s - loss: 1.6968 - accuracy: 0.8321 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.285440444946289
	accuracy: 0.9132500290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.100 78.445 72.638 78.981 74.780
	Acc: 0.913 OSCR : 60.393 AUROC_max_val (%): 78.445 AUROC_real (%): 63.725

Epoch 37/600
235/235 - 6s - loss: 1.6979 - accuracy: 0.8311 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4919636249542236
	accuracy: 0.8762500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 82.669 75.550 84.584 79.136
	Acc: 0.876 OSCR : 66.059 AUROC_max_val (%): 82.669 AUROC_real (%): 71.446

Epoch 38/600
235/235 - 6s - loss: 1.6778 - accuracy: 0.8338 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2918972969055176
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.925 79.982 73.013 80.596 76.803
	Acc: 0.892 OSCR : 68.139 AUROC_max_val (%): 79.982 AUROC_real (%): 72.863

Epoch 39/600
235/235 - 6s - loss: 1.6791 - accuracy: 0.8346 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.120549201965332
	accuracy: 0.909500002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.725 81.874 75.000 83.846 78.124
	Acc: 0.909 OSCR : 63.173 AUROC_max_val (%): 81.874 AUROC_real (%): 66.446

Epoch 40/600
235/235 - 6s - loss: 1.6630 - accuracy: 0.8347 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.0875251293182373
	accuracy: 0.9072499871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.275 79.627 72.987 80.823 76.204
	Acc: 0.907 OSCR : 64.258 AUROC_max_val (%): 79.627 AUROC_real (%): 67.637

Epoch 41/600
235/235 - 6s - loss: 1.6149 - accuracy: 0.8406 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3859429359436035
	accuracy: 0.8899999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.200 77.928 71.462 78.361 75.186
	Acc: 0.890 OSCR : 64.149 AUROC_max_val (%): 77.928 AUROC_real (%): 68.621

Epoch 42/600
235/235 - 6s - loss: 1.6444 - accuracy: 0.8362 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6206154823303223
	accuracy: 0.8834999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.375 82.050 74.900 84.185 78.408
	Acc: 0.883 OSCR : 62.429 AUROC_max_val (%): 82.050 AUROC_real (%): 67.661

Epoch 43/600
235/235 - 6s - loss: 1.6094 - accuracy: 0.8420 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1275811195373535
	accuracy: 0.9067500233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.600 76.888 71.125 78.082 72.462
	Acc: 0.907 OSCR : 65.011 AUROC_max_val (%): 76.888 AUROC_real (%): 68.700

Epoch 44/600
235/235 - 6s - loss: 1.5931 - accuracy: 0.8427 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5105383396148682
	accuracy: 0.8967499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.350 79.616 73.550 79.078 77.104
	Acc: 0.897 OSCR : 61.753 AUROC_max_val (%): 79.616 AUROC_real (%): 65.948

Epoch 45/600
235/235 - 6s - loss: 1.6035 - accuracy: 0.8416 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4020698070526123
	accuracy: 0.9045000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.550 73.158 67.738 73.033 70.522
	Acc: 0.904 OSCR : 60.334 AUROC_max_val (%): 73.158 AUROC_real (%): 63.985

Epoch 46/600
235/235 - 6s - loss: 1.5646 - accuracy: 0.8438 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3794384002685547
	accuracy: 0.875249981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.725 79.863 73.475 82.030 75.872
	Acc: 0.875 OSCR : 67.868 AUROC_max_val (%): 79.863 AUROC_real (%): 73.445

Epoch 47/600
235/235 - 6s - loss: 1.5471 - accuracy: 0.8478 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2110421657562256
	accuracy: 0.8989999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.250 78.803 71.838 79.546 76.358
	Acc: 0.899 OSCR : 65.449 AUROC_max_val (%): 78.803 AUROC_real (%): 69.590

Epoch 48/600
235/235 - 6s - loss: 1.5544 - accuracy: 0.8466 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0589531660079956
	accuracy: 0.9087499976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.750 73.161 68.112 73.093 69.149
	Acc: 0.909 OSCR : 65.404 AUROC_max_val (%): 73.161 AUROC_real (%): 68.631

Epoch 49/600
235/235 - 6s - loss: 1.5129 - accuracy: 0.8513 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0547280311584473
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.775 83.267 76.075 84.730 79.865
	Acc: 0.906 OSCR : 67.435 AUROC_max_val (%): 83.267 AUROC_real (%): 71.123

Epoch 50/600
235/235 - 6s - loss: 1.4966 - accuracy: 0.8508 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2768300771713257
	accuracy: 0.8989999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.825 79.857 73.225 81.639 76.109
	Acc: 0.899 OSCR : 64.083 AUROC_max_val (%): 79.857 AUROC_real (%): 68.133

Epoch 51/600
235/235 - 6s - loss: 1.5339 - accuracy: 0.8473 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.236437201499939
	accuracy: 0.8942499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.225 80.987 74.125 82.792 77.833
	Acc: 0.894 OSCR : 67.157 AUROC_max_val (%): 80.987 AUROC_real (%): 71.633

Epoch 52/600
235/235 - 6s - loss: 1.4890 - accuracy: 0.8519 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1934095621109009
	accuracy: 0.9127500057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.925 74.156 68.962 75.748 68.721
	Acc: 0.913 OSCR : 61.883 AUROC_max_val (%): 74.156 AUROC_real (%): 64.846

Epoch 53/600
235/235 - 6s - loss: 1.4946 - accuracy: 0.8504 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0485607385635376
	accuracy: 0.9112499952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.500 78.940 72.650 81.012 74.840
	Acc: 0.911 OSCR : 66.449 AUROC_max_val (%): 78.940 AUROC_real (%): 69.875

Epoch 54/600
235/235 - 6s - loss: 1.4650 - accuracy: 0.8571 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1920651197433472
	accuracy: 0.8945000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.625 75.970 70.800 76.636 71.426
	Acc: 0.894 OSCR : 66.754 AUROC_max_val (%): 75.970 AUROC_real (%): 70.831

Epoch 55/600
235/235 - 6s - loss: 1.4415 - accuracy: 0.8562 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.941982090473175
	accuracy: 0.9192500114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.100 74.301 68.825 74.658 70.118
	Acc: 0.919 OSCR : 66.467 AUROC_max_val (%): 74.301 AUROC_real (%): 69.157

Epoch 56/600
235/235 - 6s - loss: 1.4689 - accuracy: 0.8540 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.007968783378601
	accuracy: 0.9104999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.725 80.792 74.525 82.526 76.278
	Acc: 0.910 OSCR : 68.931 AUROC_max_val (%): 80.792 AUROC_real (%): 72.457

Epoch 57/600
235/235 - 6s - loss: 1.4262 - accuracy: 0.8605 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0582325458526611
	accuracy: 0.9137499928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.475 81.168 74.338 83.430 77.211
	Acc: 0.914 OSCR : 70.284 AUROC_max_val (%): 81.168 AUROC_real (%): 74.108

Epoch 58/600
235/235 - 6s - loss: 1.4449 - accuracy: 0.8572 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0738013982772827
	accuracy: 0.9104999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.075 79.121 72.638 80.802 75.539
	Acc: 0.910 OSCR : 65.703 AUROC_max_val (%): 79.121 AUROC_real (%): 69.268

Epoch 59/600
235/235 - 6s - loss: 1.3935 - accuracy: 0.8616 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.044150471687317
	accuracy: 0.9172499775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.025 73.196 67.625 72.573 71.045
	Acc: 0.917 OSCR : 63.129 AUROC_max_val (%): 73.196 AUROC_real (%): 66.183

Epoch 60/600
235/235 - 6s - loss: 1.4151 - accuracy: 0.8585 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9509226679801941
	accuracy: 0.9142500162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.025 82.462 75.612 83.863 79.004
	Acc: 0.914 OSCR : 71.014 AUROC_max_val (%): 82.462 AUROC_real (%): 74.345

Epoch 61/600
235/235 - 6s - loss: 1.3855 - accuracy: 0.8611 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9084950089454651
	accuracy: 0.9252499938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.575 80.295 73.912 81.543 76.316
	Acc: 0.925 OSCR : 66.920 AUROC_max_val (%): 80.295 AUROC_real (%): 69.757

Epoch 62/600
235/235 - 6s - loss: 1.3746 - accuracy: 0.8628 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9713797569274902
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.525 83.220 76.063 85.077 80.439
	Acc: 0.922 OSCR : 68.193 AUROC_max_val (%): 83.220 AUROC_real (%): 71.269

Epoch 63/600
235/235 - 6s - loss: 1.4077 - accuracy: 0.8590 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.075779676437378
	accuracy: 0.90625 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 84.465 77.188 86.046 81.489
	Acc: 0.906 OSCR : 70.008 AUROC_max_val (%): 84.465 AUROC_real (%): 73.999

Epoch 64/600
235/235 - 6s - loss: 1.3800 - accuracy: 0.8626 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0992170572280884
	accuracy: 0.9085000157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.925 82.348 75.688 83.682 78.483
	Acc: 0.908 OSCR : 66.628 AUROC_max_val (%): 82.348 AUROC_real (%): 70.305

Epoch 65/600
235/235 - 6s - loss: 1.3633 - accuracy: 0.8633 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8451896905899048
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.850 83.584 76.663 84.653 80.738
	Acc: 0.921 OSCR : 74.041 AUROC_max_val (%): 83.584 AUROC_real (%): 77.280

Epoch 66/600
235/235 - 6s - loss: 1.3487 - accuracy: 0.8660 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9924017190933228
	accuracy: 0.9157500267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.350 81.616 74.900 82.354 78.676
	Acc: 0.916 OSCR : 67.128 AUROC_max_val (%): 81.616 AUROC_real (%): 70.503

Epoch 67/600
235/235 - 6s - loss: 1.3477 - accuracy: 0.8668 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.097019910812378
	accuracy: 0.9037500023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 82.823 75.838 83.291 80.530
	Acc: 0.904 OSCR : 69.840 AUROC_max_val (%): 82.823 AUROC_real (%): 73.977

Epoch 68/600
235/235 - 6s - loss: 1.3600 - accuracy: 0.8637 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.800385057926178
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.850 81.062 74.338 82.477 77.362
	Acc: 0.928 OSCR : 70.748 AUROC_max_val (%): 81.062 AUROC_real (%): 73.433

Epoch 69/600
235/235 - 6s - loss: 1.3049 - accuracy: 0.8710 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0876256227493286
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.250 79.405 72.650 79.416 76.993
	Acc: 0.912 OSCR : 63.563 AUROC_max_val (%): 79.405 AUROC_real (%): 67.017

Epoch 70/600
235/235 - 6s - loss: 1.3091 - accuracy: 0.8712 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0943340063095093
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.700 77.487 71.562 78.249 73.646
	Acc: 0.908 OSCR : 67.492 AUROC_max_val (%): 77.487 AUROC_real (%): 70.958

Epoch 71/600
235/235 - 6s - loss: 1.2886 - accuracy: 0.8734 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9014312028884888
	accuracy: 0.921500027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.650 83.670 76.400 85.017 81.107
	Acc: 0.921 OSCR : 70.997 AUROC_max_val (%): 83.670 AUROC_real (%): 74.322

Epoch 72/600
235/235 - 6s - loss: 1.3157 - accuracy: 0.8678 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8422067761421204
	accuracy: 0.9262499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.475 81.719 74.588 82.600 78.898
	Acc: 0.926 OSCR : 70.273 AUROC_max_val (%): 81.719 AUROC_real (%): 73.254

Epoch 73/600
235/235 - 6s - loss: 1.2909 - accuracy: 0.8699 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1675726175308228
	accuracy: 0.9182500243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.825 79.375 73.350 78.636 76.636
	Acc: 0.918 OSCR : 64.775 AUROC_max_val (%): 79.375 AUROC_real (%): 67.929

Epoch 74/600
235/235 - 6s - loss: 1.2981 - accuracy: 0.8685 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7258730530738831
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.125 81.343 74.438 82.811 77.603
	Acc: 0.930 OSCR : 72.157 AUROC_max_val (%): 81.343 AUROC_real (%): 74.665

Epoch 75/600
235/235 - 6s - loss: 1.2875 - accuracy: 0.8715 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7918898463249207
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.125 82.573 75.825 82.862 79.838
	Acc: 0.937 OSCR : 69.433 AUROC_max_val (%): 82.573 AUROC_real (%): 71.973

Epoch 76/600
235/235 - 6s - loss: 1.2792 - accuracy: 0.8723 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8210183382034302
	accuracy: 0.9232500195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.625 83.350 76.538 84.718 79.747
	Acc: 0.923 OSCR : 72.025 AUROC_max_val (%): 83.350 AUROC_real (%): 74.950

Epoch 77/600
235/235 - 6s - loss: 1.2812 - accuracy: 0.8732 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0664253234863281
	accuracy: 0.9204999804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.475 81.429 74.725 83.602 77.715
	Acc: 0.920 OSCR : 62.306 AUROC_max_val (%): 81.429 AUROC_real (%): 65.333

Epoch 78/600
235/235 - 6s - loss: 1.2480 - accuracy: 0.8762 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7335131168365479
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.700 80.081 74.025 79.995 76.715
	Acc: 0.933 OSCR : 72.755 AUROC_max_val (%): 80.081 AUROC_real (%): 75.170

Epoch 79/600
235/235 - 6s - loss: 1.2319 - accuracy: 0.8769 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8205982446670532
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.900 80.684 74.063 81.012 77.996
	Acc: 0.934 OSCR : 68.683 AUROC_max_val (%): 80.684 AUROC_real (%): 71.089

Epoch 80/600
235/235 - 6s - loss: 1.2501 - accuracy: 0.8754 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8135737180709839
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.100 79.771 73.638 80.164 76.263
	Acc: 0.930 OSCR : 69.567 AUROC_max_val (%): 79.771 AUROC_real (%): 72.095

Epoch 81/600
235/235 - 6s - loss: 1.2306 - accuracy: 0.8784 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8721523880958557
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.050 80.800 74.400 80.909 77.832
	Acc: 0.931 OSCR : 67.916 AUROC_max_val (%): 80.800 AUROC_real (%): 70.602

Epoch 82/600
235/235 - 6s - loss: 1.2303 - accuracy: 0.8770 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9032776355743408
	accuracy: 0.9164999723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.000 82.560 75.550 83.728 79.194
	Acc: 0.916 OSCR : 70.590 AUROC_max_val (%): 82.560 AUROC_real (%): 74.003

Epoch 83/600
235/235 - 6s - loss: 1.2168 - accuracy: 0.8787 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8482810258865356
	accuracy: 0.9247499704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.550 84.242 77.438 85.631 80.907
	Acc: 0.925 OSCR : 70.203 AUROC_max_val (%): 84.242 AUROC_real (%): 73.209

Epoch 84/600
235/235 - 6s - loss: 1.2109 - accuracy: 0.8790 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9939491748809814
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.000 78.180 72.037 79.025 74.640
	Acc: 0.921 OSCR : 65.438 AUROC_max_val (%): 78.180 AUROC_real (%): 68.434

Epoch 85/600
235/235 - 6s - loss: 1.1867 - accuracy: 0.8826 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7394090890884399
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.300 78.054 71.988 78.956 74.395
	Acc: 0.938 OSCR : 69.238 AUROC_max_val (%): 78.054 AUROC_real (%): 71.462

Epoch 86/600
235/235 - 6s - loss: 1.1609 - accuracy: 0.8843 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7896899580955505
	accuracy: 0.9244999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.700 77.489 71.612 78.131 73.619
	Acc: 0.924 OSCR : 69.241 AUROC_max_val (%): 77.489 AUROC_real (%): 71.784

Epoch 87/600
235/235 - 6s - loss: 1.1906 - accuracy: 0.8795 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.801676869392395
	accuracy: 0.9294999837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.275 85.282 77.750 85.901 83.357
	Acc: 0.929 OSCR : 72.860 AUROC_max_val (%): 85.282 AUROC_real (%): 75.918

Epoch 88/600
235/235 - 6s - loss: 1.1818 - accuracy: 0.8811 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.736396312713623
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.550 76.384 71.238 78.450 71.157
	Acc: 0.937 OSCR : 71.234 AUROC_max_val (%): 76.384 AUROC_real (%): 73.367

Epoch 89/600
235/235 - 6s - loss: 1.1935 - accuracy: 0.8824 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8340073227882385
	accuracy: 0.9292500019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.300 82.596 75.625 83.693 79.369
	Acc: 0.929 OSCR : 69.185 AUROC_max_val (%): 82.596 AUROC_real (%): 71.833

Epoch 90/600
235/235 - 6s - loss: 1.1647 - accuracy: 0.8828 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0591518878936768
	accuracy: 0.918749988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.400 80.238 73.775 80.063 77.074
	Acc: 0.919 OSCR : 65.154 AUROC_max_val (%): 80.238 AUROC_real (%): 68.308

Epoch 91/600
235/235 - 6s - loss: 1.1690 - accuracy: 0.8836 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9954103231430054
	accuracy: 0.9317499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.725 83.676 76.787 83.037 82.043
	Acc: 0.932 OSCR : 67.705 AUROC_max_val (%): 83.676 AUROC_real (%): 70.449

Epoch 92/600
235/235 - 6s - loss: 1.1642 - accuracy: 0.8846 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7852140069007874
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 84.085 77.275 85.036 80.868
	Acc: 0.934 OSCR : 68.700 AUROC_max_val (%): 84.085 AUROC_real (%): 71.149

Epoch 93/600
235/235 - 6s - loss: 1.1588 - accuracy: 0.8834 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7712964415550232
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.425 82.057 75.162 83.183 78.932
	Acc: 0.935 OSCR : 66.212 AUROC_max_val (%): 82.057 AUROC_real (%): 68.457

Epoch 94/600
235/235 - 6s - loss: 1.1446 - accuracy: 0.8853 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8251115679740906
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.425 85.397 78.150 86.871 82.509
	Acc: 0.937 OSCR : 67.163 AUROC_max_val (%): 85.397 AUROC_real (%): 69.614

Epoch 95/600
235/235 - 6s - loss: 1.1218 - accuracy: 0.8889 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6362429261207581
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.225 85.777 78.612 87.106 82.783
	Acc: 0.943 OSCR : 71.590 AUROC_max_val (%): 85.777 AUROC_real (%): 73.722

Epoch 96/600
235/235 - 6s - loss: 1.1306 - accuracy: 0.8865 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8304101228713989
	accuracy: 0.9247499704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.150 82.235 75.550 83.822 78.451
	Acc: 0.925 OSCR : 71.910 AUROC_max_val (%): 82.235 AUROC_real (%): 74.775

Epoch 97/600
235/235 - 6s - loss: 1.1379 - accuracy: 0.8868 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6912234425544739
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 82.623 75.850 84.075 79.358
	Acc: 0.941 OSCR : 71.155 AUROC_max_val (%): 82.623 AUROC_real (%): 73.385

Epoch 98/600
235/235 - 6s - loss: 1.0938 - accuracy: 0.8909 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7480338215827942
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.050 83.468 76.862 85.168 79.826
	Acc: 0.939 OSCR : 68.387 AUROC_max_val (%): 83.468 AUROC_real (%): 70.681

Epoch 99/600
235/235 - 6s - loss: 1.1096 - accuracy: 0.8897 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7357157468795776
	accuracy: 0.9284999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 83.710 76.950 85.244 80.373
	Acc: 0.928 OSCR : 74.613 AUROC_max_val (%): 83.710 AUROC_real (%): 77.319

Epoch 100/600
235/235 - 6s - loss: 1.0999 - accuracy: 0.8890 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8325011134147644
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.550 81.333 74.463 82.775 77.708
	Acc: 0.931 OSCR : 68.444 AUROC_max_val (%): 81.333 AUROC_real (%): 71.140

Epoch 101/600
235/235 - 6s - loss: 1.0922 - accuracy: 0.8910 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7417929172515869
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.075 80.943 74.450 80.535 78.579
	Acc: 0.938 OSCR : 69.949 AUROC_max_val (%): 80.943 AUROC_real (%): 72.359

Epoch 102/600
235/235 - 6s - loss: 1.0731 - accuracy: 0.8943 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8787747621536255
	accuracy: 0.9284999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.125 81.014 74.225 81.992 77.362
	Acc: 0.928 OSCR : 66.217 AUROC_max_val (%): 81.014 AUROC_real (%): 68.944

Epoch 103/600
235/235 - 6s - loss: 1.0874 - accuracy: 0.8912 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9334807395935059
	accuracy: 0.9275000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.675 82.028 75.488 81.654 79.379
	Acc: 0.927 OSCR : 69.091 AUROC_max_val (%): 82.028 AUROC_real (%): 72.086

Epoch 104/600
235/235 - 6s - loss: 1.0959 - accuracy: 0.8898 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6920202970504761
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.650 80.412 73.663 81.569 76.609
	Acc: 0.940 OSCR : 67.956 AUROC_max_val (%): 80.412 AUROC_real (%): 69.827

Epoch 105/600
235/235 - 6s - loss: 1.0814 - accuracy: 0.8915 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7822897434234619
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 84.921 77.812 86.343 81.852
	Acc: 0.935 OSCR : 70.238 AUROC_max_val (%): 84.921 AUROC_real (%): 72.978

Epoch 106/600
235/235 - 6s - loss: 1.0664 - accuracy: 0.8936 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7509745955467224
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.900 84.322 78.100 86.052 80.353
	Acc: 0.932 OSCR : 70.005 AUROC_max_val (%): 84.322 AUROC_real (%): 72.348

Epoch 107/600
235/235 - 6s - loss: 1.0554 - accuracy: 0.8941 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8345144391059875
	accuracy: 0.9307500123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.150 85.268 78.012 86.462 82.670
	Acc: 0.931 OSCR : 70.806 AUROC_max_val (%): 85.268 AUROC_real (%): 73.763

Epoch 108/600
235/235 - 6s - loss: 1.0539 - accuracy: 0.8953 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6914960741996765
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.925 83.956 77.225 84.857 81.115
	Acc: 0.944 OSCR : 69.862 AUROC_max_val (%): 83.956 AUROC_real (%): 72.009

Epoch 109/600
235/235 - 6s - loss: 1.0247 - accuracy: 0.8973 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7196975946426392
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 82.855 76.013 83.106 79.883
	Acc: 0.938 OSCR : 69.247 AUROC_max_val (%): 82.855 AUROC_real (%): 71.534

Epoch 110/600
235/235 - 6s - loss: 1.0508 - accuracy: 0.8942 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.621277391910553
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 84.777 78.100 85.826 82.123
	Acc: 0.946 OSCR : 72.777 AUROC_max_val (%): 84.777 AUROC_real (%): 74.887

Epoch 111/600
235/235 - 6s - loss: 1.0307 - accuracy: 0.8975 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7376436591148376
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.100 80.848 74.162 82.169 76.998
	Acc: 0.935 OSCR : 71.913 AUROC_max_val (%): 80.848 AUROC_real (%): 74.476

Epoch 112/600
235/235 - 6s - loss: 1.0269 - accuracy: 0.8971 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8916433453559875
	accuracy: 0.9292500019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.200 81.391 74.250 82.693 78.145
	Acc: 0.929 OSCR : 66.173 AUROC_max_val (%): 81.391 AUROC_real (%): 68.875

Epoch 113/600
235/235 - 6s - loss: 1.0317 - accuracy: 0.8960 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7384976744651794
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.300 82.818 76.138 82.955 80.287
	Acc: 0.936 OSCR : 72.462 AUROC_max_val (%): 82.818 AUROC_real (%): 75.210

Epoch 114/600
235/235 - 6s - loss: 1.0108 - accuracy: 0.8999 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7554372549057007
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.025 84.828 77.675 86.595 82.064
	Acc: 0.943 OSCR : 67.507 AUROC_max_val (%): 84.828 AUROC_real (%): 69.822

Epoch 115/600
235/235 - 6s - loss: 1.0261 - accuracy: 0.8974 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6303683519363403
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.350 82.215 75.513 83.229 78.815
	Acc: 0.943 OSCR : 71.320 AUROC_max_val (%): 82.215 AUROC_real (%): 73.391

Epoch 116/600
235/235 - 6s - loss: 1.0069 - accuracy: 0.8996 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6631743311882019
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 85.741 78.825 87.019 82.941
	Acc: 0.944 OSCR : 72.634 AUROC_max_val (%): 85.741 AUROC_real (%): 74.998

Epoch 117/600
235/235 - 6s - loss: 0.9868 - accuracy: 0.9012 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6540272235870361
	accuracy: 0.940750002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.775 84.060 76.862 85.052 81.677
	Acc: 0.941 OSCR : 73.859 AUROC_max_val (%): 84.060 AUROC_real (%): 76.274

Epoch 118/600
235/235 - 6s - loss: 0.9971 - accuracy: 0.9008 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7386897206306458
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.125 85.117 77.875 85.685 83.068
	Acc: 0.938 OSCR : 71.765 AUROC_max_val (%): 85.117 AUROC_real (%): 74.341

Epoch 119/600
235/235 - 6s - loss: 1.0089 - accuracy: 0.8998 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5775043368339539
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.350 85.230 78.000 86.729 82.104
	Acc: 0.948 OSCR : 74.461 AUROC_max_val (%): 85.230 AUROC_real (%): 76.371

Epoch 120/600
235/235 - 6s - loss: 0.9633 - accuracy: 0.9048 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6094463467597961
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.550 84.061 76.912 84.891 81.739
	Acc: 0.944 OSCR : 74.323 AUROC_max_val (%): 84.061 AUROC_real (%): 76.521

Epoch 121/600
235/235 - 6s - loss: 0.9938 - accuracy: 0.9000 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7299400568008423
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.150 83.070 76.212 83.318 80.762
	Acc: 0.939 OSCR : 71.327 AUROC_max_val (%): 83.070 AUROC_real (%): 73.907

Epoch 122/600
235/235 - 6s - loss: 0.9626 - accuracy: 0.9036 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6535341143608093
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.650 85.198 78.250 86.467 82.393
	Acc: 0.943 OSCR : 72.653 AUROC_max_val (%): 85.198 AUROC_real (%): 74.755

Epoch 123/600
235/235 - 6s - loss: 0.9652 - accuracy: 0.9027 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8210200071334839
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.975 85.062 77.625 86.359 82.265
	Acc: 0.936 OSCR : 70.344 AUROC_max_val (%): 85.062 AUROC_real (%): 73.136

Epoch 124/600
235/235 - 6s - loss: 0.9702 - accuracy: 0.9025 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7267293930053711
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.675 82.191 75.825 83.402 78.777
	Acc: 0.935 OSCR : 71.205 AUROC_max_val (%): 82.191 AUROC_real (%): 73.727

Epoch 125/600
235/235 - 6s - loss: 0.9598 - accuracy: 0.9044 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6615829467773438
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.450 83.925 77.287 84.997 80.931
	Acc: 0.940 OSCR : 71.521 AUROC_max_val (%): 83.925 AUROC_real (%): 73.660

Epoch 126/600
235/235 - 6s - loss: 0.9637 - accuracy: 0.9027 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5945603251457214
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.775 82.210 75.413 82.693 80.058
	Acc: 0.945 OSCR : 72.003 AUROC_max_val (%): 82.210 AUROC_real (%): 74.080

Epoch 127/600
235/235 - 6s - loss: 0.9420 - accuracy: 0.9058 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7170800566673279
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.325 81.868 74.875 81.968 79.748
	Acc: 0.936 OSCR : 69.476 AUROC_max_val (%): 81.868 AUROC_real (%): 71.824

Epoch 128/600
235/235 - 6s - loss: 0.9518 - accuracy: 0.9040 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7117331027984619
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.350 84.344 77.025 85.470 81.823
	Acc: 0.939 OSCR : 70.854 AUROC_max_val (%): 84.344 AUROC_real (%): 73.409

Epoch 129/600
235/235 - 6s - loss: 0.9412 - accuracy: 0.9052 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5925636887550354
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 84.873 77.812 85.680 82.563
	Acc: 0.947 OSCR : 71.899 AUROC_max_val (%): 84.873 AUROC_real (%): 73.923

Epoch 130/600
235/235 - 6s - loss: 0.9373 - accuracy: 0.9066 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6722476482391357
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.625 81.818 75.138 81.988 79.205
	Acc: 0.943 OSCR : 69.560 AUROC_max_val (%): 81.818 AUROC_real (%): 71.775

Epoch 131/600
235/235 - 6s - loss: 0.9444 - accuracy: 0.9058 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6589273810386658
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.750 83.590 76.650 84.668 81.077
	Acc: 0.946 OSCR : 70.006 AUROC_max_val (%): 83.590 AUROC_real (%): 72.151

Epoch 132/600
235/235 - 6s - loss: 0.9036 - accuracy: 0.9092 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6066569089889526
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.150 82.234 75.225 81.721 79.690
	Acc: 0.949 OSCR : 74.267 AUROC_max_val (%): 82.234 AUROC_real (%): 76.454

Epoch 133/600
235/235 - 6s - loss: 0.9196 - accuracy: 0.9087 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6226159334182739
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.875 82.163 75.675 82.221 79.863
	Acc: 0.946 OSCR : 71.032 AUROC_max_val (%): 82.163 AUROC_real (%): 73.034

Epoch 134/600
235/235 - 6s - loss: 0.9216 - accuracy: 0.9072 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6557987332344055
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.675 82.885 75.750 83.829 80.457
	Acc: 0.944 OSCR : 72.615 AUROC_max_val (%): 82.885 AUROC_real (%): 74.924

Epoch 135/600
235/235 - 6s - loss: 0.9099 - accuracy: 0.9088 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.610541582107544
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 84.359 77.362 84.725 82.428
	Acc: 0.948 OSCR : 72.010 AUROC_max_val (%): 84.359 AUROC_real (%): 74.112

Epoch 136/600
235/235 - 6s - loss: 0.9130 - accuracy: 0.9078 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6494532227516174
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.750 81.226 74.887 80.256 79.497
	Acc: 0.942 OSCR : 70.631 AUROC_max_val (%): 81.226 AUROC_real (%): 72.831

Epoch 137/600
235/235 - 6s - loss: 0.9054 - accuracy: 0.9089 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6117207407951355
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.800 85.181 78.263 86.108 82.708
	Acc: 0.946 OSCR : 74.242 AUROC_max_val (%): 85.181 AUROC_real (%): 76.474

Epoch 138/600
235/235 - 6s - loss: 0.8985 - accuracy: 0.9085 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.661013126373291
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.475 81.622 75.188 81.170 78.669
	Acc: 0.942 OSCR : 71.196 AUROC_max_val (%): 81.622 AUROC_real (%): 73.340

Epoch 139/600
235/235 - 6s - loss: 0.9024 - accuracy: 0.9095 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.610209047794342
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.725 85.210 77.925 86.005 82.745
	Acc: 0.945 OSCR : 72.148 AUROC_max_val (%): 85.210 AUROC_real (%): 74.292

Epoch 140/600
235/235 - 6s - loss: 0.8799 - accuracy: 0.9121 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6479412317276001
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.175 82.424 75.838 82.886 79.550
	Acc: 0.946 OSCR : 69.929 AUROC_max_val (%): 82.424 AUROC_real (%): 71.875

Epoch 141/600
235/235 - 6s - loss: 0.8843 - accuracy: 0.9120 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6106998920440674
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.725 85.283 78.175 86.275 82.953
	Acc: 0.948 OSCR : 73.318 AUROC_max_val (%): 85.283 AUROC_real (%): 75.475

Epoch 142/600
235/235 - 6s - loss: 0.8863 - accuracy: 0.9126 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.566184937953949
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.075 85.145 77.850 86.160 82.709
	Acc: 0.949 OSCR : 74.522 AUROC_max_val (%): 85.145 AUROC_real (%): 76.540

Epoch 143/600
235/235 - 6s - loss: 0.8670 - accuracy: 0.9134 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5740885734558105
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 87.268 80.025 88.111 85.231
	Acc: 0.950 OSCR : 74.873 AUROC_max_val (%): 87.268 AUROC_real (%): 76.982

Epoch 144/600
235/235 - 6s - loss: 0.8767 - accuracy: 0.9124 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5321044921875
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.325 84.396 77.188 85.105 81.991
	Acc: 0.951 OSCR : 74.493 AUROC_max_val (%): 84.396 AUROC_real (%): 76.369

Epoch 145/600
235/235 - 6s - loss: 0.8836 - accuracy: 0.9117 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5943655967712402
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.950 82.150 75.350 81.451 80.032
	Acc: 0.945 OSCR : 73.111 AUROC_max_val (%): 82.150 AUROC_real (%): 75.146

Epoch 146/600
235/235 - 6s - loss: 0.8753 - accuracy: 0.9132 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5684040188789368
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.775 84.941 78.225 85.923 82.323
	Acc: 0.949 OSCR : 72.019 AUROC_max_val (%): 84.941 AUROC_real (%): 73.926

Epoch 147/600
235/235 - 6s - loss: 0.8681 - accuracy: 0.9127 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5561438202857971
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 85.263 78.088 85.692 83.289
	Acc: 0.949 OSCR : 73.992 AUROC_max_val (%): 85.263 AUROC_real (%): 76.081

Epoch 148/600
235/235 - 6s - loss: 0.8546 - accuracy: 0.9142 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5571116209030151
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.650 84.477 77.463 85.056 82.130
	Acc: 0.951 OSCR : 70.536 AUROC_max_val (%): 84.477 AUROC_real (%): 72.404

Epoch 149/600
235/235 - 6s - loss: 0.8472 - accuracy: 0.9152 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5799097418785095
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.575 85.035 77.725 85.184 83.344
	Acc: 0.948 OSCR : 72.816 AUROC_max_val (%): 85.035 AUROC_real (%): 74.951

Epoch 150/600
235/235 - 6s - loss: 0.8637 - accuracy: 0.9134 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5514117479324341
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 85.353 78.263 85.757 83.202
	Acc: 0.950 OSCR : 74.522 AUROC_max_val (%): 85.353 AUROC_real (%): 76.515

Epoch 151/600
235/235 - 6s - loss: 0.8434 - accuracy: 0.9142 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5663415193557739
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.125 86.068 78.675 86.711 83.993
	Acc: 0.949 OSCR : 74.096 AUROC_max_val (%): 86.068 AUROC_real (%): 76.175

Epoch 152/600
235/235 - 6s - loss: 0.8360 - accuracy: 0.9162 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5710574984550476
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.475 82.261 75.375 82.097 80.071
	Acc: 0.951 OSCR : 70.868 AUROC_max_val (%): 82.261 AUROC_real (%): 72.710

Epoch 153/600
235/235 - 6s - loss: 0.8439 - accuracy: 0.9143 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6707850098609924
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.050 85.252 78.138 85.706 83.585
	Acc: 0.944 OSCR : 70.018 AUROC_max_val (%): 85.252 AUROC_real (%): 72.151

Epoch 154/600
235/235 - 6s - loss: 0.8323 - accuracy: 0.9167 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5724459886550903
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.125 84.964 77.987 85.891 82.320
	Acc: 0.950 OSCR : 71.132 AUROC_max_val (%): 84.964 AUROC_real (%): 73.007

Epoch 155/600
235/235 - 6s - loss: 0.8119 - accuracy: 0.9201 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5292596220970154
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.375 85.656 78.625 86.230 83.430
	Acc: 0.951 OSCR : 73.591 AUROC_max_val (%): 85.656 AUROC_real (%): 75.407

Epoch 156/600
235/235 - 6s - loss: 0.8167 - accuracy: 0.9181 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5597202181816101
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.950 85.575 78.413 86.274 83.557
	Acc: 0.950 OSCR : 72.085 AUROC_max_val (%): 85.575 AUROC_real (%): 74.036

Epoch 157/600
235/235 - 6s - loss: 0.8140 - accuracy: 0.9172 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5653491020202637
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 86.104 79.175 86.586 84.280
	Acc: 0.951 OSCR : 72.070 AUROC_max_val (%): 86.104 AUROC_real (%): 74.021

Epoch 158/600
235/235 - 6s - loss: 0.8273 - accuracy: 0.9181 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5735958218574524
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.875 85.227 78.225 85.926 82.954
	Acc: 0.948 OSCR : 72.888 AUROC_max_val (%): 85.227 AUROC_real (%): 74.877

Epoch 159/600
235/235 - 6s - loss: 0.8017 - accuracy: 0.9192 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.555252730846405
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.475 85.769 78.487 86.121 84.012
	Acc: 0.951 OSCR : 74.145 AUROC_max_val (%): 85.769 AUROC_real (%): 76.146

Epoch 160/600
235/235 - 6s - loss: 0.8357 - accuracy: 0.9155 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5426638126373291
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.350 85.532 78.575 85.849 83.626
	Acc: 0.952 OSCR : 73.109 AUROC_max_val (%): 85.532 AUROC_real (%): 75.039

Epoch 161/600
235/235 - 6s - loss: 0.8140 - accuracy: 0.9179 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5361475944519043
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 85.608 78.837 86.367 83.499
	Acc: 0.954 OSCR : 72.741 AUROC_max_val (%): 85.608 AUROC_real (%): 74.495

Epoch 162/600
235/235 - 6s - loss: 0.8261 - accuracy: 0.9161 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5218278169631958
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 85.341 78.275 86.055 83.187
	Acc: 0.953 OSCR : 73.136 AUROC_max_val (%): 85.341 AUROC_real (%): 74.926

Epoch 163/600
235/235 - 6s - loss: 0.7783 - accuracy: 0.9215 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5193966031074524
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 84.882 78.012 85.661 82.510
	Acc: 0.955 OSCR : 71.866 AUROC_max_val (%): 84.882 AUROC_real (%): 73.596

Epoch 164/600
235/235 - 6s - loss: 0.8157 - accuracy: 0.9176 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.534892201423645
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 84.612 77.712 84.907 82.458
	Acc: 0.951 OSCR : 72.858 AUROC_max_val (%): 84.612 AUROC_real (%): 74.668

Epoch 165/600
235/235 - 6s - loss: 0.8157 - accuracy: 0.9200 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5158782005310059
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.750 85.575 78.638 86.180 83.244
	Acc: 0.953 OSCR : 73.419 AUROC_max_val (%): 85.575 AUROC_real (%): 75.169

Epoch 166/600
235/235 - 6s - loss: 0.8018 - accuracy: 0.9194 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.560045599937439
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.125 85.095 78.175 85.349 82.795
	Acc: 0.950 OSCR : 73.426 AUROC_max_val (%): 85.095 AUROC_real (%): 75.458

Epoch 167/600
235/235 - 6s - loss: 0.8020 - accuracy: 0.9189 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5298804640769958
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.550 84.203 77.388 84.680 81.932
	Acc: 0.951 OSCR : 71.825 AUROC_max_val (%): 84.203 AUROC_real (%): 73.576

Epoch 168/600
235/235 - 6s - loss: 0.7814 - accuracy: 0.9226 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5363178253173828
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 84.177 77.388 84.706 81.395
	Acc: 0.953 OSCR : 72.095 AUROC_max_val (%): 84.177 AUROC_real (%): 73.876

Epoch 169/600
235/235 - 6s - loss: 0.7812 - accuracy: 0.9224 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.517949104309082
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.525 84.856 77.925 85.058 82.830
	Acc: 0.953 OSCR : 73.409 AUROC_max_val (%): 84.856 AUROC_real (%): 75.199

Epoch 170/600
235/235 - 6s - loss: 0.7751 - accuracy: 0.9223 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5350116491317749
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.375 85.305 78.262 85.783 82.994
	Acc: 0.953 OSCR : 73.649 AUROC_max_val (%): 85.305 AUROC_real (%): 75.472

Epoch 171/600
235/235 - 6s - loss: 0.7863 - accuracy: 0.9205 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5572391152381897
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.725 84.873 77.938 84.943 82.745
	Acc: 0.950 OSCR : 73.098 AUROC_max_val (%): 84.873 AUROC_real (%): 75.111

Epoch 172/600
235/235 - 6s - loss: 0.7854 - accuracy: 0.9207 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5575646162033081
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 84.969 78.162 85.162 82.839
	Acc: 0.952 OSCR : 72.344 AUROC_max_val (%): 84.969 AUROC_real (%): 74.225

Epoch 173/600
235/235 - 6s - loss: 0.7842 - accuracy: 0.9213 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5227888822555542
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.125 84.930 78.225 85.135 82.627
	Acc: 0.950 OSCR : 73.919 AUROC_max_val (%): 84.930 AUROC_real (%): 75.763

Epoch 174/600
235/235 - 6s - loss: 0.7773 - accuracy: 0.9216 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5344224572181702
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.025 85.715 78.725 86.238 83.187
	Acc: 0.953 OSCR : 72.561 AUROC_max_val (%): 85.715 AUROC_real (%): 74.367

Epoch 175/600
235/235 - 6s - loss: 0.7656 - accuracy: 0.9237 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5241999626159668
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.475 85.518 78.763 85.984 83.022
	Acc: 0.953 OSCR : 72.867 AUROC_max_val (%): 85.518 AUROC_real (%): 74.638

Epoch 176/600
235/235 - 6s - loss: 0.7736 - accuracy: 0.9216 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48786288499832153
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.325 84.612 77.812 84.766 82.347
	Acc: 0.957 OSCR : 73.718 AUROC_max_val (%): 84.612 AUROC_real (%): 75.347

Epoch 177/600
235/235 - 6s - loss: 0.7797 - accuracy: 0.9227 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5098593235015869
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.225 85.977 79.200 86.543 83.745
	Acc: 0.954 OSCR : 74.667 AUROC_max_val (%): 85.977 AUROC_real (%): 76.461

Epoch 178/600
235/235 - 6s - loss: 0.7603 - accuracy: 0.9233 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5067344903945923
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 84.677 77.575 85.000 82.295
	Acc: 0.954 OSCR : 73.350 AUROC_max_val (%): 84.677 AUROC_real (%): 75.031

Epoch 179/600
235/235 - 6s - loss: 0.7595 - accuracy: 0.9241 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5154741406440735
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.525 85.548 78.413 86.037 83.313
	Acc: 0.955 OSCR : 72.340 AUROC_max_val (%): 85.548 AUROC_real (%): 74.044

Epoch 180/600
235/235 - 6s - loss: 0.7796 - accuracy: 0.9196 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5142117738723755
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.550 85.007 78.263 85.108 82.891
	Acc: 0.955 OSCR : 73.246 AUROC_max_val (%): 85.007 AUROC_real (%): 75.008

Epoch 181/600
235/235 - 6s - loss: 0.7778 - accuracy: 0.9213 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5086538195610046
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.650 85.915 78.987 86.235 83.849
	Acc: 0.954 OSCR : 73.406 AUROC_max_val (%): 85.915 AUROC_real (%): 75.163

Epoch 182/600
235/235 - 6s - loss: 0.7669 - accuracy: 0.9235 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5063489079475403
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.500 85.268 78.400 85.530 83.169
	Acc: 0.955 OSCR : 73.598 AUROC_max_val (%): 85.268 AUROC_real (%): 75.357

Epoch 183/600
235/235 - 6s - loss: 0.7677 - accuracy: 0.9231 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5307889580726624
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 84.879 78.075 85.042 82.752
	Acc: 0.954 OSCR : 72.719 AUROC_max_val (%): 84.879 AUROC_real (%): 74.504

Epoch 184/600
235/235 - 6s - loss: 0.7731 - accuracy: 0.9221 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5296151041984558
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.850 84.948 78.138 85.217 82.710
	Acc: 0.954 OSCR : 71.850 AUROC_max_val (%): 84.948 AUROC_real (%): 73.619

Epoch 185/600
235/235 - 6s - loss: 0.7665 - accuracy: 0.9239 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.513004720211029
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.475 85.103 78.400 85.339 82.983
	Acc: 0.954 OSCR : 73.634 AUROC_max_val (%): 85.103 AUROC_real (%): 75.403

Epoch 186/600
235/235 - 6s - loss: 0.7657 - accuracy: 0.9224 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5047722458839417
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.075 85.243 78.413 85.441 83.148
	Acc: 0.954 OSCR : 73.790 AUROC_max_val (%): 85.243 AUROC_real (%): 75.551

Epoch 187/600
235/235 - 6s - loss: 0.7624 - accuracy: 0.9236 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5070279836654663
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.225 85.222 78.362 85.559 82.958
	Acc: 0.955 OSCR : 73.932 AUROC_max_val (%): 85.222 AUROC_real (%): 75.682

Epoch 188/600
235/235 - 6s - loss: 0.7742 - accuracy: 0.9218 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5032445788383484
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.550 85.171 78.350 85.501 82.890
	Acc: 0.955 OSCR : 73.773 AUROC_max_val (%): 85.171 AUROC_real (%): 75.464

Epoch 189/600
235/235 - 6s - loss: 0.7527 - accuracy: 0.9231 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5082663297653198
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.650 85.269 78.287 85.580 83.113
	Acc: 0.955 OSCR : 73.801 AUROC_max_val (%): 85.269 AUROC_real (%): 75.540

Epoch 190/600
235/235 - 6s - loss: 0.7606 - accuracy: 0.9252 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5169782042503357
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.175 85.101 78.200 85.396 82.913
	Acc: 0.954 OSCR : 72.969 AUROC_max_val (%): 85.101 AUROC_real (%): 74.688

Epoch 191/600
235/235 - 6s - loss: 0.7463 - accuracy: 0.9248 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5144041776657104
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.850 85.513 78.625 85.819 83.422
	Acc: 0.953 OSCR : 73.395 AUROC_max_val (%): 85.513 AUROC_real (%): 75.147

Epoch 192/600
235/235 - 6s - loss: 0.7452 - accuracy: 0.9256 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5145968794822693
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.375 85.344 78.550 85.664 83.221
	Acc: 0.954 OSCR : 73.296 AUROC_max_val (%): 85.344 AUROC_real (%): 75.032

Epoch 193/600
235/235 - 6s - loss: 0.7381 - accuracy: 0.9248 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5187424421310425
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.475 85.404 78.475 85.748 83.330
	Acc: 0.953 OSCR : 73.335 AUROC_max_val (%): 85.404 AUROC_real (%): 75.095

Epoch 194/600
235/235 - 6s - loss: 0.7511 - accuracy: 0.9238 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5152835249900818
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.550 85.029 78.088 85.281 82.966
	Acc: 0.953 OSCR : 72.981 AUROC_max_val (%): 85.029 AUROC_real (%): 74.716

Epoch 195/600
235/235 - 6s - loss: 0.7388 - accuracy: 0.9251 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5068585276603699
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.400 85.182 78.188 85.480 83.155
	Acc: 0.953 OSCR : 73.442 AUROC_max_val (%): 85.182 AUROC_real (%): 75.171

Epoch 196/600
235/235 - 6s - loss: 0.7596 - accuracy: 0.9235 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5113149881362915
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.375 85.237 78.275 85.531 83.228
	Acc: 0.953 OSCR : 73.202 AUROC_max_val (%): 85.237 AUROC_real (%): 74.939

Epoch 197/600
235/235 - 6s - loss: 0.7509 - accuracy: 0.9253 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5078920722007751
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.525 85.343 78.350 85.648 83.322
	Acc: 0.953 OSCR : 73.433 AUROC_max_val (%): 85.343 AUROC_real (%): 75.176

Epoch 198/600
235/235 - 6s - loss: 0.7298 - accuracy: 0.9256 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5031479001045227
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.100 85.464 78.500 85.796 83.465
	Acc: 0.954 OSCR : 73.851 AUROC_max_val (%): 85.464 AUROC_real (%): 75.583

Epoch 199/600
235/235 - 6s - loss: 0.7528 - accuracy: 0.9249 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5091342329978943
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.875 85.311 78.350 85.621 83.261
	Acc: 0.953 OSCR : 73.375 AUROC_max_val (%): 85.311 AUROC_real (%): 75.111

Epoch 200/600
235/235 - 6s - loss: 0.7485 - accuracy: 0.9249 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5092477202415466
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.550 85.312 78.375 85.641 83.248
	Acc: 0.954 OSCR : 73.301 AUROC_max_val (%): 85.312 AUROC_real (%): 75.032

Epoch 201/600
235/235 - 6s - loss: 0.7291 - accuracy: 0.9262 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5068197250366211
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.950 85.367 78.425 85.670 83.354
	Acc: 0.953 OSCR : 73.527 AUROC_max_val (%): 85.367 AUROC_real (%): 75.261

Epoch 202/600
235/235 - 6s - loss: 1.2157 - accuracy: 0.8809 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9442206025123596
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.475 84.414 77.100 85.214 82.195
	Acc: 0.934 OSCR : 62.948 AUROC_max_val (%): 84.414 AUROC_real (%): 65.499

Epoch 203/600
235/235 - 6s - loss: 1.2233 - accuracy: 0.8791 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8944957852363586
	accuracy: 0.9207500219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.250 83.703 76.825 85.609 79.862
	Acc: 0.921 OSCR : 68.668 AUROC_max_val (%): 83.703 AUROC_real (%): 71.594

Epoch 204/600
235/235 - 6s - loss: 1.1702 - accuracy: 0.8835 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0662412643432617
	accuracy: 0.9102500081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.700 76.728 70.513 77.573 73.524
	Acc: 0.910 OSCR : 65.128 AUROC_max_val (%): 76.728 AUROC_real (%): 68.512

Epoch 205/600
235/235 - 6s - loss: 1.2273 - accuracy: 0.8782 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0006957054138184
	accuracy: 0.9277499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.350 86.134 78.362 87.064 84.420
	Acc: 0.928 OSCR : 70.978 AUROC_max_val (%): 86.134 AUROC_real (%): 74.442

Epoch 206/600
235/235 - 6s - loss: 1.1664 - accuracy: 0.8846 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9427491426467896
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 82.257 75.988 84.109 78.074
	Acc: 0.915 OSCR : 71.505 AUROC_max_val (%): 82.257 AUROC_real (%): 75.066

Epoch 207/600
235/235 - 6s - loss: 1.1659 - accuracy: 0.8832 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6689099073410034
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 79.185 72.763 79.596 76.513
	Acc: 0.939 OSCR : 69.955 AUROC_max_val (%): 79.185 AUROC_real (%): 71.991

Epoch 208/600
235/235 - 6s - loss: 1.1624 - accuracy: 0.8860 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9685419797897339
	accuracy: 0.9132500290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.450 78.535 72.713 80.310 73.775
	Acc: 0.913 OSCR : 67.470 AUROC_max_val (%): 78.535 AUROC_real (%): 70.589

Epoch 209/600
235/235 - 6s - loss: 1.1942 - accuracy: 0.8806 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7693835496902466
	accuracy: 0.9327499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.675 80.346 74.013 81.451 76.741
	Acc: 0.933 OSCR : 65.032 AUROC_max_val (%): 80.346 AUROC_real (%): 67.201

Epoch 210/600
235/235 - 6s - loss: 1.1642 - accuracy: 0.8840 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7321499586105347
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.950 84.812 77.437 86.185 82.283
	Acc: 0.937 OSCR : 71.796 AUROC_max_val (%): 84.812 AUROC_real (%): 74.408

Epoch 211/600
235/235 - 6s - loss: 1.1614 - accuracy: 0.8847 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8265833258628845
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.000 80.480 74.112 80.333 77.794
	Acc: 0.932 OSCR : 70.592 AUROC_max_val (%): 80.480 AUROC_real (%): 73.257

Epoch 212/600
235/235 - 6s - loss: 1.1487 - accuracy: 0.8872 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9638512134552002
	accuracy: 0.9312499761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.150 79.835 73.438 79.309 77.156
	Acc: 0.931 OSCR : 67.837 AUROC_max_val (%): 79.835 AUROC_real (%): 70.549

Epoch 213/600
235/235 - 6s - loss: 1.1738 - accuracy: 0.8830 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6906089186668396
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.900 79.536 72.938 78.745 78.138
	Acc: 0.938 OSCR : 70.134 AUROC_max_val (%): 79.536 AUROC_real (%): 72.335

Epoch 214/600
235/235 - 6s - loss: 1.1519 - accuracy: 0.8852 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7526021599769592
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.150 83.078 76.275 83.387 80.595
	Acc: 0.941 OSCR : 67.879 AUROC_max_val (%): 83.078 AUROC_real (%): 70.102

Epoch 215/600
235/235 - 6s - loss: 1.1544 - accuracy: 0.8862 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7386056184768677
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.450 84.761 77.363 86.111 82.020
	Acc: 0.931 OSCR : 73.666 AUROC_max_val (%): 84.761 AUROC_real (%): 76.386

Epoch 216/600
235/235 - 6s - loss: 1.1177 - accuracy: 0.8891 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8833252787590027
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.850 79.943 73.775 78.904 77.625
	Acc: 0.936 OSCR : 63.844 AUROC_max_val (%): 79.943 AUROC_real (%): 66.086

Epoch 217/600
235/235 - 6s - loss: 1.1193 - accuracy: 0.8886 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8976387977600098
	accuracy: 0.9244999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.375 82.775 75.975 84.235 78.878
	Acc: 0.924 OSCR : 68.673 AUROC_max_val (%): 82.775 AUROC_real (%): 71.623

Epoch 218/600
235/235 - 6s - loss: 1.1142 - accuracy: 0.8881 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.066835880279541
	accuracy: 0.9014999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.450 83.458 76.488 85.581 79.482
	Acc: 0.901 OSCR : 72.013 AUROC_max_val (%): 83.458 AUROC_real (%): 76.089

Epoch 219/600
235/235 - 6s - loss: 1.1165 - accuracy: 0.8889 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.819758951663971
	accuracy: 0.934499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.875 80.862 74.300 81.365 77.539
	Acc: 0.934 OSCR : 67.616 AUROC_max_val (%): 80.862 AUROC_real (%): 69.991

Epoch 220/600
235/235 - 6s - loss: 1.1092 - accuracy: 0.8900 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7665371298789978
	accuracy: 0.9387500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.750 83.648 76.800 84.993 80.051
	Acc: 0.939 OSCR : 69.044 AUROC_max_val (%): 83.648 AUROC_real (%): 71.414

Epoch 221/600
235/235 - 6s - loss: 1.0808 - accuracy: 0.8923 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8746529221534729
	accuracy: 0.9275000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.525 79.200 73.325 79.340 76.989
	Acc: 0.927 OSCR : 68.125 AUROC_max_val (%): 79.200 AUROC_real (%): 70.931

Epoch 222/600
235/235 - 6s - loss: 1.0827 - accuracy: 0.8939 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8169041275978088
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.850 85.615 78.912 87.466 82.434
	Acc: 0.935 OSCR : 70.992 AUROC_max_val (%): 85.615 AUROC_real (%): 73.640

Epoch 223/600
235/235 - 6s - loss: 1.1014 - accuracy: 0.8911 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8537068963050842
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.150 80.653 74.425 82.433 76.272
	Acc: 0.929 OSCR : 69.671 AUROC_max_val (%): 80.653 AUROC_real (%): 72.150

Epoch 224/600
235/235 - 6s - loss: 1.0969 - accuracy: 0.8913 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7460811138153076
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.450 84.475 77.463 85.338 81.653
	Acc: 0.935 OSCR : 73.754 AUROC_max_val (%): 84.475 AUROC_real (%): 76.456

Epoch 225/600
235/235 - 6s - loss: 1.0928 - accuracy: 0.8925 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0017071962356567
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.250 79.479 73.000 80.556 76.163
	Acc: 0.926 OSCR : 66.758 AUROC_max_val (%): 79.479 AUROC_real (%): 69.934

Epoch 226/600
235/235 - 6s - loss: 1.0725 - accuracy: 0.8930 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8622912168502808
	accuracy: 0.9284999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 83.752 77.188 85.502 80.433
	Acc: 0.928 OSCR : 70.976 AUROC_max_val (%): 83.752 AUROC_real (%): 73.959

Epoch 227/600
235/235 - 6s - loss: 1.0603 - accuracy: 0.8944 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7802767157554626
	accuracy: 0.9312499761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.975 81.252 73.962 82.401 78.335
	Acc: 0.931 OSCR : 68.292 AUROC_max_val (%): 81.252 AUROC_real (%): 70.780

Epoch 228/600
235/235 - 6s - loss: 1.0834 - accuracy: 0.8925 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.662131130695343
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.875 85.672 77.900 87.051 83.309
	Acc: 0.938 OSCR : 75.086 AUROC_max_val (%): 85.672 AUROC_real (%): 77.709

Epoch 229/600
235/235 - 6s - loss: 1.0668 - accuracy: 0.8946 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.125067949295044
	accuracy: 0.9162499904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.225 81.684 74.737 82.551 79.198
	Acc: 0.916 OSCR : 65.399 AUROC_max_val (%): 81.684 AUROC_real (%): 68.952

Epoch 230/600
235/235 - 6s - loss: 1.0643 - accuracy: 0.8948 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7166747450828552
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.350 86.352 78.987 87.557 83.908
	Acc: 0.938 OSCR : 73.644 AUROC_max_val (%): 86.352 AUROC_real (%): 76.395

Epoch 231/600
235/235 - 6s - loss: 1.0471 - accuracy: 0.8955 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8644313216209412
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.175 83.886 76.800 85.156 81.204
	Acc: 0.921 OSCR : 72.667 AUROC_max_val (%): 83.886 AUROC_real (%): 75.989

Epoch 232/600
235/235 - 6s - loss: 1.0817 - accuracy: 0.8922 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6721671223640442
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.350 87.102 79.200 88.497 84.930
	Acc: 0.942 OSCR : 73.508 AUROC_max_val (%): 87.102 AUROC_real (%): 75.933

Epoch 233/600
235/235 - 6s - loss: 1.0315 - accuracy: 0.8971 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8856508135795593
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.825 78.713 72.838 78.363 75.935
	Acc: 0.932 OSCR : 65.333 AUROC_max_val (%): 78.713 AUROC_real (%): 67.809

Epoch 234/600
235/235 - 6s - loss: 1.0594 - accuracy: 0.8944 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7031394243240356
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.125 86.080 78.562 87.219 83.667
	Acc: 0.941 OSCR : 75.774 AUROC_max_val (%): 86.080 AUROC_real (%): 78.313

Epoch 235/600
235/235 - 6s - loss: 1.0213 - accuracy: 0.8975 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8412178158760071
	accuracy: 0.9334999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.150 79.875 72.763 80.250 77.723
	Acc: 0.933 OSCR : 63.916 AUROC_max_val (%): 79.875 AUROC_real (%): 66.244

Epoch 236/600
235/235 - 6s - loss: 1.0267 - accuracy: 0.8984 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7762221693992615
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.975 85.049 77.550 85.190 83.163
	Acc: 0.933 OSCR : 71.580 AUROC_max_val (%): 85.049 AUROC_real (%): 74.274

Epoch 237/600
235/235 - 6s - loss: 1.0418 - accuracy: 0.8962 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8135312795639038
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.425 78.592 72.338 77.851 75.909
	Acc: 0.935 OSCR : 68.437 AUROC_max_val (%): 78.592 AUROC_real (%): 70.868

Epoch 238/600
235/235 - 6s - loss: 1.0280 - accuracy: 0.8971 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8639196753501892
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.550 80.553 74.487 80.217 78.054
	Acc: 0.934 OSCR : 69.968 AUROC_max_val (%): 80.553 AUROC_real (%): 72.831

Epoch 239/600
235/235 - 6s - loss: 1.0310 - accuracy: 0.8985 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9420748949050903
	accuracy: 0.9272500276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.375 74.632 68.825 73.902 72.744
	Acc: 0.927 OSCR : 67.875 AUROC_max_val (%): 74.632 AUROC_real (%): 70.738

Epoch 240/600
235/235 - 6s - loss: 0.9835 - accuracy: 0.9018 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6720184087753296
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.125 82.820 75.750 82.643 81.239
	Acc: 0.948 OSCR : 71.902 AUROC_max_val (%): 82.820 AUROC_real (%): 73.979

Epoch 241/600
235/235 - 6s - loss: 1.0104 - accuracy: 0.9001 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6321156620979309
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.900 81.626 74.825 82.788 78.411
	Acc: 0.943 OSCR : 73.145 AUROC_max_val (%): 81.626 AUROC_real (%): 75.297

Epoch 242/600
235/235 - 6s - loss: 1.0235 - accuracy: 0.8977 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7640511393547058
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.450 85.412 78.987 86.637 82.378
	Acc: 0.940 OSCR : 67.620 AUROC_max_val (%): 85.412 AUROC_real (%): 70.069

Epoch 243/600
235/235 - 6s - loss: 1.0058 - accuracy: 0.8999 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.550518810749054
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.850 86.551 79.550 87.536 83.947
	Acc: 0.949 OSCR : 74.478 AUROC_max_val (%): 86.551 AUROC_real (%): 76.447

Epoch 244/600
235/235 - 6s - loss: 0.9822 - accuracy: 0.9011 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.69950270652771
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.225 85.440 78.300 85.685 83.427
	Acc: 0.945 OSCR : 70.757 AUROC_max_val (%): 85.440 AUROC_real (%): 73.014

Epoch 245/600
235/235 - 6s - loss: 0.9954 - accuracy: 0.9014 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.006810188293457
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.825 75.262 69.725 75.017 71.910
	Acc: 0.922 OSCR : 60.584 AUROC_max_val (%): 75.262 AUROC_real (%): 63.233

Epoch 246/600
235/235 - 6s - loss: 1.0035 - accuracy: 0.8999 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9197848439216614
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.475 74.515 68.713 75.769 70.250
	Acc: 0.936 OSCR : 63.021 AUROC_max_val (%): 74.515 AUROC_real (%): 65.100

Epoch 247/600
235/235 - 6s - loss: 0.9876 - accuracy: 0.9017 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7729455232620239
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.550 80.332 73.612 81.628 76.453
	Acc: 0.941 OSCR : 69.093 AUROC_max_val (%): 80.332 AUROC_real (%): 71.334

Epoch 248/600
235/235 - 6s - loss: 0.9961 - accuracy: 0.9011 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.789764940738678
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.825 80.942 74.350 81.477 78.449
	Acc: 0.945 OSCR : 67.455 AUROC_max_val (%): 80.942 AUROC_real (%): 69.605

Epoch 249/600
235/235 - 6s - loss: 0.9964 - accuracy: 0.9006 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9385405778884888
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.075 83.511 76.913 84.788 80.176
	Acc: 0.940 OSCR : 64.489 AUROC_max_val (%): 83.511 AUROC_real (%): 66.826

Epoch 250/600
235/235 - 6s - loss: 0.9821 - accuracy: 0.9015 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6673560738563538
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 82.371 75.288 82.678 80.197
	Acc: 0.944 OSCR : 72.830 AUROC_max_val (%): 82.371 AUROC_real (%): 75.037

Epoch 251/600
235/235 - 6s - loss: 0.9816 - accuracy: 0.9013 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7100338935852051
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.050 80.214 73.650 81.104 76.614
	Acc: 0.937 OSCR : 71.322 AUROC_max_val (%): 80.214 AUROC_real (%): 73.626

Epoch 252/600
235/235 - 6s - loss: 0.9723 - accuracy: 0.9037 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8856234550476074
	accuracy: 0.9282500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.550 85.359 78.263 86.774 82.252
	Acc: 0.928 OSCR : 67.275 AUROC_max_val (%): 85.359 AUROC_real (%): 70.223

Epoch 253/600
235/235 - 6s - loss: 0.9671 - accuracy: 0.9045 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6497560143470764
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 84.548 77.025 86.027 81.965
	Acc: 0.945 OSCR : 71.956 AUROC_max_val (%): 84.548 AUROC_real (%): 74.219

Epoch 254/600
235/235 - 6s - loss: 0.9531 - accuracy: 0.9059 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8041689395904541
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.250 84.117 77.025 85.124 81.576
	Acc: 0.936 OSCR : 70.181 AUROC_max_val (%): 84.117 AUROC_real (%): 72.860

Epoch 255/600
235/235 - 6s - loss: 0.9662 - accuracy: 0.9023 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6576753854751587
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.275 84.141 77.000 85.259 81.703
	Acc: 0.943 OSCR : 71.400 AUROC_max_val (%): 84.141 AUROC_real (%): 73.517

Epoch 256/600
235/235 - 6s - loss: 0.9376 - accuracy: 0.9067 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7497130036354065
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.075 86.592 79.212 87.232 85.125
	Acc: 0.942 OSCR : 69.388 AUROC_max_val (%): 86.592 AUROC_real (%): 71.865

Epoch 257/600
235/235 - 6s - loss: 0.9390 - accuracy: 0.9072 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7569581270217896
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.025 84.518 77.800 84.663 82.122
	Acc: 0.935 OSCR : 74.595 AUROC_max_val (%): 84.518 AUROC_real (%): 77.583

Epoch 258/600
235/235 - 6s - loss: 0.9430 - accuracy: 0.9070 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6375377178192139
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.925 84.048 77.100 84.101 82.373
	Acc: 0.946 OSCR : 74.359 AUROC_max_val (%): 84.048 AUROC_real (%): 76.538

Epoch 259/600
235/235 - 6s - loss: 0.9456 - accuracy: 0.9066 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6498035192489624
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.375 82.244 75.250 83.716 79.195
	Acc: 0.943 OSCR : 65.397 AUROC_max_val (%): 82.244 AUROC_real (%): 67.255

Epoch 260/600
235/235 - 6s - loss: 0.9371 - accuracy: 0.9072 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.658818781375885
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.950 84.507 77.038 85.224 82.638
	Acc: 0.943 OSCR : 68.864 AUROC_max_val (%): 84.507 AUROC_real (%): 71.038

Epoch 261/600
235/235 - 6s - loss: 0.9422 - accuracy: 0.9069 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7979798316955566
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.125 83.764 76.000 84.824 81.825
	Acc: 0.932 OSCR : 70.923 AUROC_max_val (%): 83.764 AUROC_real (%): 73.713

Epoch 262/600
235/235 - 6s - loss: 0.9153 - accuracy: 0.9083 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5703386664390564
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.325 82.990 75.838 83.145 80.730
	Acc: 0.953 OSCR : 70.294 AUROC_max_val (%): 82.990 AUROC_real (%): 72.004

Epoch 263/600
235/235 - 6s - loss: 0.9205 - accuracy: 0.9080 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8270653486251831
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.475 81.511 75.337 80.107 79.950
	Acc: 0.934 OSCR : 73.914 AUROC_max_val (%): 81.511 AUROC_real (%): 76.747

Epoch 264/600
235/235 - 6s - loss: 0.9136 - accuracy: 0.9102 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5759707689285278
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 85.012 77.713 85.818 83.138
	Acc: 0.949 OSCR : 74.815 AUROC_max_val (%): 85.012 AUROC_real (%): 76.871

Epoch 265/600
235/235 - 6s - loss: 0.9122 - accuracy: 0.9083 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.623638391494751
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.950 85.475 78.413 86.368 83.135
	Acc: 0.945 OSCR : 71.918 AUROC_max_val (%): 85.475 AUROC_real (%): 74.063

Epoch 266/600
235/235 - 6s - loss: 0.9002 - accuracy: 0.9113 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6342324614524841
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.775 84.855 77.950 85.286 82.520
	Acc: 0.947 OSCR : 70.762 AUROC_max_val (%): 84.855 AUROC_real (%): 72.781

Epoch 267/600
235/235 - 6s - loss: 0.9163 - accuracy: 0.9088 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8469641804695129
	accuracy: 0.9327499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.975 83.810 76.812 85.524 80.639
	Acc: 0.933 OSCR : 67.743 AUROC_max_val (%): 83.810 AUROC_real (%): 70.504

Epoch 268/600
235/235 - 6s - loss: 0.9091 - accuracy: 0.9101 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5641205906867981
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 85.489 78.312 86.448 83.135
	Acc: 0.951 OSCR : 74.263 AUROC_max_val (%): 85.489 AUROC_real (%): 76.248

Epoch 269/600
235/235 - 6s - loss: 0.9008 - accuracy: 0.9109 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5220653414726257
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 84.161 77.200 84.654 82.147
	Acc: 0.954 OSCR : 74.837 AUROC_max_val (%): 84.161 AUROC_real (%): 76.639

Epoch 270/600
235/235 - 6s - loss: 0.8756 - accuracy: 0.9127 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7837309241294861
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.475 83.960 76.838 85.098 81.165
	Acc: 0.944 OSCR : 66.692 AUROC_max_val (%): 83.960 AUROC_real (%): 68.834

Epoch 271/600
235/235 - 6s - loss: 0.8992 - accuracy: 0.9102 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5410324335098267
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.325 84.492 77.362 85.439 81.838
	Acc: 0.954 OSCR : 74.375 AUROC_max_val (%): 84.492 AUROC_real (%): 76.211

Epoch 272/600
235/235 - 6s - loss: 0.8804 - accuracy: 0.9125 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6780123710632324
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.950 81.693 74.700 82.726 78.690
	Acc: 0.947 OSCR : 66.808 AUROC_max_val (%): 81.693 AUROC_real (%): 68.756

Epoch 273/600
235/235 - 6s - loss: 0.8753 - accuracy: 0.9119 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.743330180644989
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.025 83.874 77.263 83.186 81.793
	Acc: 0.944 OSCR : 69.831 AUROC_max_val (%): 83.874 AUROC_real (%): 72.105

Epoch 274/600
235/235 - 6s - loss: 0.8781 - accuracy: 0.9139 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6731448173522949
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 84.526 77.513 84.877 82.528
	Acc: 0.949 OSCR : 70.169 AUROC_max_val (%): 84.526 AUROC_real (%): 72.346

Epoch 275/600
235/235 - 6s - loss: 0.8638 - accuracy: 0.9136 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9756903648376465
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.025 83.268 76.375 84.773 80.640
	Acc: 0.923 OSCR : 67.859 AUROC_max_val (%): 83.268 AUROC_real (%): 71.180

Epoch 276/600
235/235 - 6s - loss: 0.8503 - accuracy: 0.9149 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7755774259567261
	accuracy: 0.9282500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.900 81.591 75.125 82.904 78.161
	Acc: 0.928 OSCR : 73.601 AUROC_max_val (%): 81.591 AUROC_real (%): 76.607

Epoch 277/600
235/235 - 6s - loss: 0.8689 - accuracy: 0.9129 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5752472281455994
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.875 87.253 80.013 88.193 85.517
	Acc: 0.950 OSCR : 74.305 AUROC_max_val (%): 87.253 AUROC_real (%): 76.492

Epoch 278/600
235/235 - 6s - loss: 0.8710 - accuracy: 0.9132 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5737128853797913
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.775 87.162 80.025 87.969 85.223
	Acc: 0.946 OSCR : 76.506 AUROC_max_val (%): 87.162 AUROC_real (%): 78.788

Epoch 279/600
235/235 - 6s - loss: 0.8771 - accuracy: 0.9125 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6583556532859802
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.925 85.711 78.425 86.326 83.761
	Acc: 0.944 OSCR : 73.080 AUROC_max_val (%): 85.711 AUROC_real (%): 75.469

Epoch 280/600
235/235 - 6s - loss: 0.8693 - accuracy: 0.9134 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6177909970283508
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.825 83.998 77.437 84.779 81.042
	Acc: 0.946 OSCR : 75.566 AUROC_max_val (%): 83.998 AUROC_real (%): 77.676

Epoch 281/600
235/235 - 6s - loss: 0.8437 - accuracy: 0.9159 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5275937914848328
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.975 86.694 79.513 87.928 84.256
	Acc: 0.958 OSCR : 73.623 AUROC_max_val (%): 86.694 AUROC_real (%): 75.317

Epoch 282/600
235/235 - 6s - loss: 0.8565 - accuracy: 0.9145 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.638106107711792
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.575 83.174 76.525 83.791 80.423
	Acc: 0.950 OSCR : 70.081 AUROC_max_val (%): 83.174 AUROC_real (%): 71.956

Epoch 283/600
235/235 - 6s - loss: 0.8499 - accuracy: 0.9160 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5821251273155212
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.425 87.126 80.075 87.793 85.219
	Acc: 0.951 OSCR : 72.246 AUROC_max_val (%): 87.126 AUROC_real (%): 74.223

Epoch 284/600
235/235 - 6s - loss: 0.8539 - accuracy: 0.9147 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6004586815834045
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.648 78.825 86.364 83.290
	Acc: 0.954 OSCR : 72.757 AUROC_max_val (%): 85.648 AUROC_real (%): 74.645

Epoch 285/600
235/235 - 6s - loss: 0.8380 - accuracy: 0.9156 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5930299162864685
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.600 88.939 81.375 90.051 87.168
	Acc: 0.948 OSCR : 75.667 AUROC_max_val (%): 88.939 AUROC_real (%): 77.974

Epoch 286/600
235/235 - 6s - loss: 0.8352 - accuracy: 0.9180 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6646823883056641
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.025 83.736 76.662 84.488 80.740
	Acc: 0.947 OSCR : 70.954 AUROC_max_val (%): 83.736 AUROC_real (%): 73.044

Epoch 287/600
235/235 - 6s - loss: 0.8371 - accuracy: 0.9166 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6058046221733093
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.103 78.000 85.685 82.609
	Acc: 0.949 OSCR : 74.005 AUROC_max_val (%): 85.103 AUROC_real (%): 76.249

Epoch 288/600
235/235 - 6s - loss: 0.8214 - accuracy: 0.9174 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.613903284072876
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.425 86.216 79.413 86.681 84.313
	Acc: 0.947 OSCR : 74.396 AUROC_max_val (%): 86.216 AUROC_real (%): 76.701

Epoch 289/600
235/235 - 6s - loss: 0.8252 - accuracy: 0.9173 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5634627938270569
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 85.866 78.862 86.733 83.230
	Acc: 0.954 OSCR : 70.209 AUROC_max_val (%): 85.866 AUROC_real (%): 71.878

Epoch 290/600
235/235 - 6s - loss: 0.8196 - accuracy: 0.9190 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.58689945936203
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.950 84.463 77.975 84.604 81.647
	Acc: 0.949 OSCR : 75.047 AUROC_max_val (%): 84.463 AUROC_real (%): 76.966

Epoch 291/600
235/235 - 6s - loss: 0.8238 - accuracy: 0.9173 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5750809907913208
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 85.175 78.100 85.902 82.750
	Acc: 0.951 OSCR : 74.323 AUROC_max_val (%): 85.175 AUROC_real (%): 76.259

Epoch 292/600
235/235 - 6s - loss: 0.7960 - accuracy: 0.9202 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6669178009033203
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 81.014 74.163 81.093 79.090
	Acc: 0.952 OSCR : 68.241 AUROC_max_val (%): 81.014 AUROC_real (%): 70.020

Epoch 293/600
235/235 - 6s - loss: 0.8211 - accuracy: 0.9183 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7772763967514038
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.475 85.979 78.550 87.098 83.707
	Acc: 0.943 OSCR : 66.771 AUROC_max_val (%): 85.979 AUROC_real (%): 69.187

Epoch 294/600
235/235 - 6s - loss: 0.8008 - accuracy: 0.9203 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5813904404640198
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.350 88.129 80.663 89.070 86.117
	Acc: 0.948 OSCR : 76.255 AUROC_max_val (%): 88.129 AUROC_real (%): 78.451

Epoch 295/600
235/235 - 6s - loss: 0.7965 - accuracy: 0.9193 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6094900965690613
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 88.479 81.150 89.663 86.297
	Acc: 0.956 OSCR : 70.363 AUROC_max_val (%): 88.479 AUROC_real (%): 72.119

Epoch 296/600
235/235 - 6s - loss: 0.8031 - accuracy: 0.9195 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6251547932624817
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.825 84.969 77.938 85.883 82.713
	Acc: 0.946 OSCR : 72.056 AUROC_max_val (%): 84.969 AUROC_real (%): 74.128

Epoch 297/600
235/235 - 6s - loss: 0.7954 - accuracy: 0.9206 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5880095958709717
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.275 85.256 78.238 86.298 82.904
	Acc: 0.947 OSCR : 74.388 AUROC_max_val (%): 85.256 AUROC_real (%): 76.522

Epoch 298/600
235/235 - 6s - loss: 0.7806 - accuracy: 0.9224 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6280122399330139
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.550 84.788 77.975 85.387 82.542
	Acc: 0.947 OSCR : 71.683 AUROC_max_val (%): 84.788 AUROC_real (%): 73.850

Epoch 299/600
235/235 - 6s - loss: 0.8017 - accuracy: 0.9192 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5834469795227051
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.025 83.628 76.250 84.564 81.468
	Acc: 0.949 OSCR : 73.672 AUROC_max_val (%): 83.628 AUROC_real (%): 75.640

Epoch 300/600
235/235 - 6s - loss: 0.7904 - accuracy: 0.9208 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6136550903320312
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.125 86.030 78.650 86.724 84.097
	Acc: 0.948 OSCR : 72.187 AUROC_max_val (%): 86.030 AUROC_real (%): 74.363

Epoch 301/600
235/235 - 6s - loss: 0.7830 - accuracy: 0.9210 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6848128437995911
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.425 81.956 75.237 81.692 80.831
	Acc: 0.955 OSCR : 70.152 AUROC_max_val (%): 81.956 AUROC_real (%): 71.928

Epoch 302/600
235/235 - 6s - loss: 0.7868 - accuracy: 0.9210 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5985673069953918
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.650 83.510 76.913 84.182 81.394
	Acc: 0.956 OSCR : 67.106 AUROC_max_val (%): 83.510 AUROC_real (%): 68.774

Epoch 303/600
235/235 - 6s - loss: 0.7744 - accuracy: 0.9236 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49144673347473145
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.350 83.771 76.613 84.430 81.768
	Acc: 0.957 OSCR : 74.423 AUROC_max_val (%): 83.771 AUROC_real (%): 76.048

Epoch 304/600
235/235 - 6s - loss: 0.7767 - accuracy: 0.9222 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5065646767616272
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.625 84.013 77.250 84.208 82.180
	Acc: 0.956 OSCR : 70.928 AUROC_max_val (%): 84.013 AUROC_real (%): 72.541

Epoch 305/600
235/235 - 6s - loss: 0.7837 - accuracy: 0.9211 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5503728985786438
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.725 85.098 78.325 84.678 83.695
	Acc: 0.949 OSCR : 74.244 AUROC_max_val (%): 85.098 AUROC_real (%): 76.262

Epoch 306/600
235/235 - 6s - loss: 0.7601 - accuracy: 0.9242 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6656520366668701
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.875 84.927 78.075 86.700 81.234
	Acc: 0.948 OSCR : 71.458 AUROC_max_val (%): 84.927 AUROC_real (%): 73.584

Epoch 307/600
235/235 - 6s - loss: 0.7794 - accuracy: 0.9224 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5128183960914612
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.225 84.405 77.275 84.650 82.771
	Acc: 0.955 OSCR : 74.582 AUROC_max_val (%): 84.405 AUROC_real (%): 76.335

Epoch 308/600
235/235 - 6s - loss: 0.7684 - accuracy: 0.9226 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5594000816345215
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.950 83.877 77.012 84.409 81.427
	Acc: 0.953 OSCR : 72.830 AUROC_max_val (%): 83.877 AUROC_real (%): 74.716

Epoch 309/600
235/235 - 6s - loss: 0.7449 - accuracy: 0.9251 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5531344413757324
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.750 84.206 77.312 85.160 82.118
	Acc: 0.954 OSCR : 72.134 AUROC_max_val (%): 84.206 AUROC_real (%): 73.941

Epoch 310/600
235/235 - 6s - loss: 0.7669 - accuracy: 0.9224 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6183532476425171
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.450 84.223 77.087 84.409 82.603
	Acc: 0.953 OSCR : 70.418 AUROC_max_val (%): 84.223 AUROC_real (%): 72.352

Epoch 311/600
235/235 - 6s - loss: 0.7573 - accuracy: 0.9242 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4602855145931244
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.650 85.632 78.162 86.181 83.605
	Acc: 0.958 OSCR : 75.711 AUROC_max_val (%): 85.632 AUROC_real (%): 77.278

Epoch 312/600
235/235 - 6s - loss: 0.7506 - accuracy: 0.9248 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6918149590492249
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.725 79.840 73.625 79.593 77.116
	Acc: 0.950 OSCR : 69.630 AUROC_max_val (%): 79.840 AUROC_real (%): 71.746

Epoch 313/600
235/235 - 6s - loss: 0.7308 - accuracy: 0.9273 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6020026803016663
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.625 86.664 79.188 87.707 84.821
	Acc: 0.949 OSCR : 72.853 AUROC_max_val (%): 86.664 AUROC_real (%): 74.971

Epoch 314/600
235/235 - 6s - loss: 0.7306 - accuracy: 0.9281 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5781072378158569
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.550 86.996 79.662 87.966 84.933
	Acc: 0.952 OSCR : 72.612 AUROC_max_val (%): 86.996 AUROC_real (%): 74.642

Epoch 315/600
235/235 - 6s - loss: 0.7464 - accuracy: 0.9242 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5436751246452332
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.825 85.182 78.188 85.732 83.192
	Acc: 0.956 OSCR : 69.724 AUROC_max_val (%): 85.182 AUROC_real (%): 71.379

Epoch 316/600
235/235 - 6s - loss: 0.7256 - accuracy: 0.9272 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5793454051017761
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.825 88.291 81.000 89.293 86.445
	Acc: 0.952 OSCR : 75.664 AUROC_max_val (%): 88.291 AUROC_real (%): 77.834

Epoch 317/600
235/235 - 6s - loss: 0.7126 - accuracy: 0.9285 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5092891454696655
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.000 84.845 77.463 85.168 83.318
	Acc: 0.957 OSCR : 71.909 AUROC_max_val (%): 84.845 AUROC_real (%): 73.656

Epoch 318/600
235/235 - 6s - loss: 0.7250 - accuracy: 0.9276 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4983483850955963
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.075 82.392 75.625 82.745 79.782
	Acc: 0.956 OSCR : 74.636 AUROC_max_val (%): 82.392 AUROC_real (%): 76.322

Epoch 319/600
235/235 - 6s - loss: 0.7207 - accuracy: 0.9273 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5534089803695679
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.450 86.561 79.113 87.443 84.523
	Acc: 0.955 OSCR : 71.249 AUROC_max_val (%): 86.561 AUROC_real (%): 72.964

Epoch 320/600
235/235 - 6s - loss: 0.7244 - accuracy: 0.9267 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5093691349029541
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.725 84.572 77.475 84.745 82.749
	Acc: 0.955 OSCR : 73.021 AUROC_max_val (%): 84.572 AUROC_real (%): 74.792

Epoch 321/600
235/235 - 6s - loss: 0.7405 - accuracy: 0.9255 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4720683693885803
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.525 87.331 80.325 87.527 86.059
	Acc: 0.957 OSCR : 76.087 AUROC_max_val (%): 87.331 AUROC_real (%): 77.848

Epoch 322/600
235/235 - 6s - loss: 0.7051 - accuracy: 0.9291 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5971200466156006
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.500 85.490 78.300 85.758 83.859
	Acc: 0.956 OSCR : 70.131 AUROC_max_val (%): 85.490 AUROC_real (%): 71.865

Epoch 323/600
235/235 - 6s - loss: 0.7060 - accuracy: 0.9300 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6076765656471252
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.150 86.595 79.138 86.731 85.453
	Acc: 0.951 OSCR : 73.380 AUROC_max_val (%): 86.595 AUROC_real (%): 75.429

Epoch 324/600
235/235 - 6s - loss: 0.7087 - accuracy: 0.9289 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4768463671207428
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.875 85.449 78.663 85.624 83.660
	Acc: 0.956 OSCR : 74.356 AUROC_max_val (%): 85.449 AUROC_real (%): 75.993

Epoch 325/600
235/235 - 6s - loss: 0.7076 - accuracy: 0.9300 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49279356002807617
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.425 86.316 79.338 86.906 84.301
	Acc: 0.958 OSCR : 72.996 AUROC_max_val (%): 86.316 AUROC_real (%): 74.666

Epoch 326/600
235/235 - 6s - loss: 0.7107 - accuracy: 0.9288 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5410736203193665
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.425 84.927 78.013 85.202 83.103
	Acc: 0.957 OSCR : 71.718 AUROC_max_val (%): 84.927 AUROC_real (%): 73.409

Epoch 327/600
235/235 - 6s - loss: 0.7013 - accuracy: 0.9304 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5148914456367493
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.200 85.915 78.975 85.980 84.312
	Acc: 0.956 OSCR : 73.594 AUROC_max_val (%): 85.915 AUROC_real (%): 75.412

Epoch 328/600
235/235 - 6s - loss: 0.7107 - accuracy: 0.9287 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5624231100082397
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.425 83.610 76.550 83.549 81.561
	Acc: 0.953 OSCR : 72.861 AUROC_max_val (%): 83.610 AUROC_real (%): 74.767

Epoch 329/600
235/235 - 6s - loss: 0.6912 - accuracy: 0.9312 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47904080152511597
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.375 85.844 78.888 85.993 83.975
	Acc: 0.961 OSCR : 74.046 AUROC_max_val (%): 85.844 AUROC_real (%): 75.589

Epoch 330/600
235/235 - 6s - loss: 0.6878 - accuracy: 0.9313 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4875870943069458
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.625 85.623 78.388 85.531 84.543
	Acc: 0.958 OSCR : 75.054 AUROC_max_val (%): 85.623 AUROC_real (%): 76.846

Epoch 331/600
235/235 - 6s - loss: 0.6597 - accuracy: 0.9344 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5493865013122559
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.450 86.905 79.638 87.105 85.430
	Acc: 0.955 OSCR : 74.365 AUROC_max_val (%): 86.905 AUROC_real (%): 76.362

Epoch 332/600
235/235 - 6s - loss: 0.6810 - accuracy: 0.9310 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47786998748779297
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.150 87.599 80.212 88.008 86.245
	Acc: 0.958 OSCR : 74.939 AUROC_max_val (%): 87.599 AUROC_real (%): 76.654

Epoch 333/600
235/235 - 6s - loss: 0.6732 - accuracy: 0.9331 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5026637315750122
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.250 85.906 78.513 86.215 84.317
	Acc: 0.955 OSCR : 74.955 AUROC_max_val (%): 85.906 AUROC_real (%): 76.772

Epoch 334/600
235/235 - 6s - loss: 0.6805 - accuracy: 0.9312 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5089209675788879
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.500 84.547 77.650 84.753 82.844
	Acc: 0.959 OSCR : 71.023 AUROC_max_val (%): 84.547 AUROC_real (%): 72.593

Epoch 335/600
235/235 - 6s - loss: 0.6856 - accuracy: 0.9313 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5051392912864685
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.675 85.415 78.600 85.471 83.855
	Acc: 0.958 OSCR : 73.501 AUROC_max_val (%): 85.415 AUROC_real (%): 75.252

Epoch 336/600
235/235 - 6s - loss: 0.6584 - accuracy: 0.9335 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5015953779220581
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.325 84.713 77.513 84.726 83.358
	Acc: 0.961 OSCR : 70.400 AUROC_max_val (%): 84.713 AUROC_real (%): 71.971

Epoch 337/600
235/235 - 6s - loss: 0.6722 - accuracy: 0.9322 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5180311799049377
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.625 87.908 80.700 88.651 86.166
	Acc: 0.958 OSCR : 73.384 AUROC_max_val (%): 87.908 AUROC_real (%): 75.264

Epoch 338/600
235/235 - 6s - loss: 0.6771 - accuracy: 0.9325 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4786718785762787
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.750 86.262 79.088 86.706 84.606
	Acc: 0.955 OSCR : 74.345 AUROC_max_val (%): 86.262 AUROC_real (%): 76.079

Epoch 339/600
235/235 - 6s - loss: 0.6602 - accuracy: 0.9336 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5279417037963867
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.375 88.166 81.075 88.949 86.410
	Acc: 0.953 OSCR : 73.883 AUROC_max_val (%): 88.166 AUROC_real (%): 75.777

Epoch 340/600
235/235 - 6s - loss: 0.6513 - accuracy: 0.9346 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5231676697731018
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 85.366 78.688 85.971 82.723
	Acc: 0.954 OSCR : 72.941 AUROC_max_val (%): 85.366 AUROC_real (%): 74.746

Epoch 341/600
235/235 - 6s - loss: 0.6541 - accuracy: 0.9354 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5007424354553223
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.175 85.777 78.737 86.028 84.001
	Acc: 0.955 OSCR : 73.745 AUROC_max_val (%): 85.777 AUROC_real (%): 75.579

Epoch 342/600
235/235 - 6s - loss: 0.6627 - accuracy: 0.9329 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5051698088645935
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.625 87.273 79.888 87.831 85.701
	Acc: 0.956 OSCR : 74.988 AUROC_max_val (%): 87.273 AUROC_real (%): 76.906

Epoch 343/600
235/235 - 6s - loss: 0.6480 - accuracy: 0.9360 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5059354305267334
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.050 85.977 79.050 86.592 83.848
	Acc: 0.959 OSCR : 73.603 AUROC_max_val (%): 85.977 AUROC_real (%): 75.318

Epoch 344/600
235/235 - 6s - loss: 0.6477 - accuracy: 0.9365 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4975593090057373
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.650 87.109 80.088 87.553 85.317
	Acc: 0.959 OSCR : 72.316 AUROC_max_val (%): 87.109 AUROC_real (%): 73.988

Epoch 345/600
235/235 - 6s - loss: 0.6381 - accuracy: 0.9360 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4769524931907654
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.625 85.890 79.100 86.529 83.905
	Acc: 0.960 OSCR : 74.306 AUROC_max_val (%): 85.890 AUROC_real (%): 75.906

Epoch 346/600
235/235 - 6s - loss: 0.6420 - accuracy: 0.9344 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4738401770591736
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.525 87.072 80.088 87.689 85.340
	Acc: 0.957 OSCR : 74.572 AUROC_max_val (%): 87.072 AUROC_real (%): 76.307

Epoch 347/600
235/235 - 6s - loss: 0.6391 - accuracy: 0.9355 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5033582448959351
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.450 84.712 77.700 84.699 83.093
	Acc: 0.956 OSCR : 74.777 AUROC_max_val (%): 84.712 AUROC_real (%): 76.595

Epoch 348/600
235/235 - 6s - loss: 0.6393 - accuracy: 0.9351 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4668697714805603
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.750 85.763 78.613 86.176 84.020
	Acc: 0.959 OSCR : 73.535 AUROC_max_val (%): 85.763 AUROC_real (%): 75.134

Epoch 349/600
235/235 - 6s - loss: 0.6428 - accuracy: 0.9355 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46559765934944153
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.625 85.729 79.013 85.937 83.979
	Acc: 0.957 OSCR : 74.310 AUROC_max_val (%): 85.729 AUROC_real (%): 75.999

Epoch 350/600
235/235 - 6s - loss: 0.6412 - accuracy: 0.9349 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.5528512001037598
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 87.557 80.275 88.363 85.545
	Acc: 0.955 OSCR : 74.162 AUROC_max_val (%): 87.557 AUROC_real (%): 76.084

Epoch 351/600
235/235 - 6s - loss: 0.6260 - accuracy: 0.9378 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5333877801895142
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.350 86.202 79.313 86.490 84.274
	Acc: 0.951 OSCR : 73.526 AUROC_max_val (%): 86.202 AUROC_real (%): 75.420

Epoch 352/600
235/235 - 6s - loss: 0.6294 - accuracy: 0.9373 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49332907795906067
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.850 86.684 79.900 87.203 84.680
	Acc: 0.956 OSCR : 73.309 AUROC_max_val (%): 86.684 AUROC_real (%): 74.973

Epoch 353/600
235/235 - 6s - loss: 0.6225 - accuracy: 0.9378 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46275871992111206
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.150 88.511 81.250 89.146 87.006
	Acc: 0.957 OSCR : 75.300 AUROC_max_val (%): 88.511 AUROC_real (%): 77.126

Epoch 354/600
235/235 - 6s - loss: 0.6271 - accuracy: 0.9370 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44472745060920715
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.300 87.152 79.925 87.157 85.953
	Acc: 0.961 OSCR : 75.018 AUROC_max_val (%): 87.152 AUROC_real (%): 76.682

Epoch 355/600
235/235 - 6s - loss: 0.6429 - accuracy: 0.9348 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.476959764957428
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.400 87.501 80.613 87.939 86.099
	Acc: 0.959 OSCR : 73.737 AUROC_max_val (%): 87.501 AUROC_real (%): 75.460

Epoch 356/600
235/235 - 6s - loss: 0.6173 - accuracy: 0.9382 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47849053144454956
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.850 88.397 81.037 88.969 87.124
	Acc: 0.959 OSCR : 74.212 AUROC_max_val (%): 88.397 AUROC_real (%): 75.950

Epoch 357/600
235/235 - 6s - loss: 0.6054 - accuracy: 0.9404 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4891183376312256
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.600 88.571 81.588 89.114 87.380
	Acc: 0.957 OSCR : 73.474 AUROC_max_val (%): 88.571 AUROC_real (%): 75.272

Epoch 358/600
235/235 - 6s - loss: 0.5985 - accuracy: 0.9408 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4539397358894348
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.725 87.625 80.700 87.978 86.241
	Acc: 0.960 OSCR : 75.182 AUROC_max_val (%): 87.625 AUROC_real (%): 76.876

Epoch 359/600
235/235 - 6s - loss: 0.6233 - accuracy: 0.9372 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4677332639694214
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.375 87.394 80.388 87.566 86.085
	Acc: 0.958 OSCR : 75.337 AUROC_max_val (%): 87.394 AUROC_real (%): 77.092

Epoch 360/600
235/235 - 6s - loss: 0.6076 - accuracy: 0.9396 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46642231941223145
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.850 87.001 79.925 87.174 85.422
	Acc: 0.958 OSCR : 74.967 AUROC_max_val (%): 87.001 AUROC_real (%): 76.610

Epoch 361/600
235/235 - 6s - loss: 0.6060 - accuracy: 0.9395 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4608321487903595
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.925 87.165 80.075 87.293 85.825
	Acc: 0.960 OSCR : 75.348 AUROC_max_val (%): 87.165 AUROC_real (%): 77.034

Epoch 362/600
235/235 - 6s - loss: 0.6090 - accuracy: 0.9386 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4483721852302551
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 87.414 81.025 87.370 86.006
	Acc: 0.960 OSCR : 75.309 AUROC_max_val (%): 87.414 AUROC_real (%): 76.897

Epoch 363/600
235/235 - 6s - loss: 0.5940 - accuracy: 0.9405 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4866603910923004
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.325 88.076 81.225 88.551 86.463
	Acc: 0.956 OSCR : 76.001 AUROC_max_val (%): 88.076 AUROC_real (%): 77.818

Epoch 364/600
235/235 - 6s - loss: 0.5994 - accuracy: 0.9395 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4872998595237732
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.650 87.373 80.725 87.440 86.055
	Acc: 0.959 OSCR : 73.220 AUROC_max_val (%): 87.373 AUROC_real (%): 74.912

Epoch 365/600
235/235 - 6s - loss: 0.6092 - accuracy: 0.9382 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46529343724250793
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.925 86.811 80.050 86.811 85.509
	Acc: 0.961 OSCR : 75.077 AUROC_max_val (%): 86.811 AUROC_real (%): 76.731

Epoch 366/600
235/235 - 6s - loss: 0.6050 - accuracy: 0.9390 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4570385217666626
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.725 86.240 79.750 86.346 84.701
	Acc: 0.959 OSCR : 74.583 AUROC_max_val (%): 86.240 AUROC_real (%): 76.185

Epoch 367/600
235/235 - 6s - loss: 0.6050 - accuracy: 0.9395 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46247759461402893
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.500 86.367 79.562 86.475 84.790
	Acc: 0.960 OSCR : 73.586 AUROC_max_val (%): 86.367 AUROC_real (%): 75.128

Epoch 368/600
235/235 - 6s - loss: 0.5833 - accuracy: 0.9421 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4681059718132019
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.625 87.217 80.213 87.399 85.761
	Acc: 0.959 OSCR : 71.886 AUROC_max_val (%): 87.217 AUROC_real (%): 73.467

Epoch 369/600
235/235 - 6s - loss: 0.5894 - accuracy: 0.9410 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47679606080055237
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 87.127 80.313 87.625 85.295
	Acc: 0.956 OSCR : 73.721 AUROC_max_val (%): 87.127 AUROC_real (%): 75.429

Epoch 370/600
235/235 - 6s - loss: 0.5878 - accuracy: 0.9400 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48236098885536194
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.975 86.564 80.050 86.714 85.020
	Acc: 0.956 OSCR : 74.035 AUROC_max_val (%): 86.564 AUROC_real (%): 75.806

Epoch 371/600
235/235 - 6s - loss: 0.6039 - accuracy: 0.9394 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4570929706096649
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 86.004 79.400 86.004 84.630
	Acc: 0.961 OSCR : 73.511 AUROC_max_val (%): 86.004 AUROC_real (%): 75.052

Epoch 372/600
235/235 - 6s - loss: 0.6065 - accuracy: 0.9391 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45132967829704285
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.125 88.070 81.038 88.467 86.826
	Acc: 0.961 OSCR : 74.853 AUROC_max_val (%): 88.070 AUROC_real (%): 76.490

Epoch 373/600
235/235 - 6s - loss: 0.5772 - accuracy: 0.9419 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45831650495529175
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.050 87.157 80.113 87.347 85.866
	Acc: 0.961 OSCR : 74.666 AUROC_max_val (%): 87.157 AUROC_real (%): 76.308

Epoch 374/600
235/235 - 6s - loss: 0.5902 - accuracy: 0.9412 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44741082191467285
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.500 87.862 80.688 88.150 86.507
	Acc: 0.959 OSCR : 76.213 AUROC_max_val (%): 87.862 AUROC_real (%): 77.976

Epoch 375/600
235/235 - 6s - loss: 0.5927 - accuracy: 0.9406 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4539510905742645
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.800 87.645 80.787 87.675 86.509
	Acc: 0.960 OSCR : 74.503 AUROC_max_val (%): 87.645 AUROC_real (%): 76.134

Epoch 376/600
235/235 - 6s - loss: 0.5754 - accuracy: 0.9426 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4643497169017792
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.625 87.155 80.350 87.130 86.038
	Acc: 0.959 OSCR : 74.682 AUROC_max_val (%): 87.155 AUROC_real (%): 76.388

Epoch 377/600
235/235 - 6s - loss: 0.5868 - accuracy: 0.9416 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4496563673019409
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.350 87.690 80.775 87.871 86.500
	Acc: 0.959 OSCR : 74.806 AUROC_max_val (%): 87.690 AUROC_real (%): 76.447

Epoch 378/600
235/235 - 6s - loss: 0.5745 - accuracy: 0.9411 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45057833194732666
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.200 87.097 80.262 86.946 86.041
	Acc: 0.960 OSCR : 75.528 AUROC_max_val (%): 87.097 AUROC_real (%): 77.196

Epoch 379/600
235/235 - 6s - loss: 0.5702 - accuracy: 0.9431 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45551612973213196
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.875 87.427 80.663 87.556 86.163
	Acc: 0.961 OSCR : 75.072 AUROC_max_val (%): 87.427 AUROC_real (%): 76.713

Epoch 380/600
235/235 - 6s - loss: 0.5782 - accuracy: 0.9422 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4423273801803589
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.625 87.566 80.900 87.704 86.240
	Acc: 0.961 OSCR : 75.479 AUROC_max_val (%): 87.566 AUROC_real (%): 77.064

Epoch 381/600
235/235 - 6s - loss: 0.5791 - accuracy: 0.9419 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44370022416114807
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.400 87.437 80.500 87.626 85.944
	Acc: 0.962 OSCR : 75.729 AUROC_max_val (%): 87.437 AUROC_real (%): 77.322

Epoch 382/600
235/235 - 6s - loss: 0.5602 - accuracy: 0.9442 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4536770284175873
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.050 87.332 80.463 87.519 85.860
	Acc: 0.960 OSCR : 74.282 AUROC_max_val (%): 87.332 AUROC_real (%): 75.885

Epoch 383/600
235/235 - 6s - loss: 0.5793 - accuracy: 0.9424 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4422438144683838
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.900 87.901 80.862 88.227 86.532
	Acc: 0.961 OSCR : 74.884 AUROC_max_val (%): 87.901 AUROC_real (%): 76.467

Epoch 384/600
235/235 - 6s - loss: 0.5741 - accuracy: 0.9435 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4394632577896118
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.000 87.231 80.212 87.468 85.878
	Acc: 0.962 OSCR : 74.606 AUROC_max_val (%): 87.231 AUROC_real (%): 76.142

Epoch 385/600
235/235 - 6s - loss: 0.5663 - accuracy: 0.9422 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4504629075527191
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.775 87.240 80.175 87.408 85.906
	Acc: 0.961 OSCR : 74.119 AUROC_max_val (%): 87.240 AUROC_real (%): 75.705

Epoch 386/600
235/235 - 6s - loss: 0.5886 - accuracy: 0.9414 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.44903144240379333
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.200 87.332 80.325 87.460 86.044
	Acc: 0.961 OSCR : 74.946 AUROC_max_val (%): 87.332 AUROC_real (%): 76.578

Epoch 387/600
235/235 - 6s - loss: 0.5839 - accuracy: 0.9414 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44307366013526917
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.650 87.323 80.375 87.519 85.981
	Acc: 0.962 OSCR : 74.811 AUROC_max_val (%): 87.323 AUROC_real (%): 76.388

Epoch 388/600
235/235 - 6s - loss: 0.5694 - accuracy: 0.9428 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4422374367713928
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.150 87.416 80.463 87.641 86.036
	Acc: 0.961 OSCR : 75.012 AUROC_max_val (%): 87.416 AUROC_real (%): 76.598

Epoch 389/600
235/235 - 6s - loss: 0.5808 - accuracy: 0.9416 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43850430846214294
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.250 87.380 80.575 87.572 86.011
	Acc: 0.962 OSCR : 75.294 AUROC_max_val (%): 87.380 AUROC_real (%): 76.861

Epoch 390/600
235/235 - 6s - loss: 0.5699 - accuracy: 0.9431 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4386002719402313
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.975 87.563 80.687 87.786 86.237
	Acc: 0.962 OSCR : 75.687 AUROC_max_val (%): 87.563 AUROC_real (%): 77.286

Epoch 391/600
235/235 - 6s - loss: 0.5787 - accuracy: 0.9422 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44439175724983215
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.750 87.420 80.512 87.592 86.110
	Acc: 0.962 OSCR : 74.720 AUROC_max_val (%): 87.420 AUROC_real (%): 76.301

Epoch 392/600
235/235 - 6s - loss: 0.5764 - accuracy: 0.9428 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4370989501476288
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.050 87.422 80.562 87.565 86.114
	Acc: 0.962 OSCR : 75.358 AUROC_max_val (%): 87.422 AUROC_real (%): 76.948

Epoch 393/600
235/235 - 6s - loss: 0.5584 - accuracy: 0.9433 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4371974766254425
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.050 87.377 80.475 87.542 86.051
	Acc: 0.962 OSCR : 75.342 AUROC_max_val (%): 87.377 AUROC_real (%): 76.927

Epoch 394/600
235/235 - 6s - loss: 0.5502 - accuracy: 0.9434 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.43776047229766846
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.350 87.461 80.575 87.641 86.159
	Acc: 0.961 OSCR : 75.301 AUROC_max_val (%): 87.461 AUROC_real (%): 76.892

Epoch 395/600
235/235 - 6s - loss: 0.5629 - accuracy: 0.9444 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.44176456332206726
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.525 87.346 80.537 87.525 86.006
	Acc: 0.962 OSCR : 74.941 AUROC_max_val (%): 87.346 AUROC_real (%): 76.523

Epoch 396/600
235/235 - 6s - loss: 0.5743 - accuracy: 0.9422 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.43523022532463074
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.525 87.581 80.675 87.832 86.264
	Acc: 0.962 OSCR : 75.323 AUROC_max_val (%): 87.581 AUROC_real (%): 76.898

Epoch 397/600
235/235 - 6s - loss: 0.5715 - accuracy: 0.9421 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43765994906425476
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.525 87.503 80.613 87.740 86.184
	Acc: 0.961 OSCR : 75.298 AUROC_max_val (%): 87.503 AUROC_real (%): 76.885

Epoch 398/600
235/235 - 6s - loss: 0.5727 - accuracy: 0.9423 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4388773739337921
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 87.528 80.650 87.767 86.199
	Acc: 0.961 OSCR : 75.180 AUROC_max_val (%): 87.528 AUROC_real (%): 76.768

Epoch 399/600
235/235 - 6s - loss: 0.5647 - accuracy: 0.9429 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4378524124622345
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.175 87.546 80.650 87.792 86.217
	Acc: 0.962 OSCR : 75.238 AUROC_max_val (%): 87.546 AUROC_real (%): 76.817

Epoch 400/600
235/235 - 6s - loss: 0.5655 - accuracy: 0.9435 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43759527802467346
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.400 87.448 80.562 87.685 86.104
	Acc: 0.962 OSCR : 75.404 AUROC_max_val (%): 87.448 AUROC_real (%): 76.983

Epoch 401/600
235/235 - 6s - loss: 0.5699 - accuracy: 0.9423 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44121405482292175
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.525 87.376 80.513 87.587 86.036
	Acc: 0.962 OSCR : 75.033 AUROC_max_val (%): 87.376 AUROC_real (%): 76.612

Epoch 402/600
235/235 - 6s - loss: 0.8952 - accuracy: 0.9112 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8707982301712036
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.950 83.652 76.862 83.911 81.311
	Acc: 0.942 OSCR : 68.868 AUROC_max_val (%): 83.652 AUROC_real (%): 71.179

Epoch 403/600
235/235 - 6s - loss: 0.9325 - accuracy: 0.9073 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7283006310462952
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.850 88.682 80.950 89.775 87.118
	Acc: 0.950 OSCR : 70.417 AUROC_max_val (%): 88.682 AUROC_real (%): 72.627

Epoch 404/600
235/235 - 6s - loss: 0.9253 - accuracy: 0.9086 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7606019377708435
	accuracy: 0.934499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.725 79.017 72.975 78.456 76.700
	Acc: 0.934 OSCR : 71.432 AUROC_max_val (%): 79.017 AUROC_real (%): 73.876

Epoch 405/600
235/235 - 6s - loss: 0.9226 - accuracy: 0.9092 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0980762243270874
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.475 80.199 73.225 81.155 77.256
	Acc: 0.935 OSCR : 61.266 AUROC_max_val (%): 80.199 AUROC_real (%): 63.904

Epoch 406/600
235/235 - 6s - loss: 0.9252 - accuracy: 0.9088 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8001362085342407
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 82.278 75.463 81.889 80.771
	Acc: 0.935 OSCR : 70.958 AUROC_max_val (%): 82.278 AUROC_real (%): 73.502

Epoch 407/600
235/235 - 6s - loss: 0.9259 - accuracy: 0.9081 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8533856272697449
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.950 86.413 79.362 87.211 84.236
	Acc: 0.938 OSCR : 65.664 AUROC_max_val (%): 86.413 AUROC_real (%): 68.174

Epoch 408/600
235/235 - 6s - loss: 0.9096 - accuracy: 0.9095 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6331200003623962
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.825 87.285 80.350 88.445 84.517
	Acc: 0.947 OSCR : 75.750 AUROC_max_val (%): 87.285 AUROC_real (%): 77.922

Epoch 409/600
235/235 - 6s - loss: 0.9146 - accuracy: 0.9102 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7856425046920776
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.375 82.976 75.700 83.693 80.549
	Acc: 0.936 OSCR : 71.204 AUROC_max_val (%): 82.976 AUROC_real (%): 73.848

Epoch 410/600
235/235 - 6s - loss: 0.9085 - accuracy: 0.9100 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7218868136405945
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.325 85.616 78.162 86.548 83.267
	Acc: 0.946 OSCR : 70.615 AUROC_max_val (%): 85.616 AUROC_real (%): 73.016

Epoch 411/600
235/235 - 6s - loss: 0.9115 - accuracy: 0.9090 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6239731907844543
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.675 87.060 79.163 87.379 85.594
	Acc: 0.950 OSCR : 71.935 AUROC_max_val (%): 87.060 AUROC_real (%): 74.054

Epoch 412/600
235/235 - 6s - loss: 0.9033 - accuracy: 0.9091 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.750328004360199
	accuracy: 0.9334999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 83.443 76.737 84.310 80.997
	Acc: 0.933 OSCR : 71.608 AUROC_max_val (%): 83.443 AUROC_real (%): 74.215

Epoch 413/600
235/235 - 6s - loss: 0.8780 - accuracy: 0.9132 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6601746082305908
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.750 83.074 75.825 83.109 81.200
	Acc: 0.947 OSCR : 72.125 AUROC_max_val (%): 83.074 AUROC_real (%): 74.222

Epoch 414/600
235/235 - 6s - loss: 0.8969 - accuracy: 0.9099 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6737487316131592
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.075 80.751 74.125 81.708 77.208
	Acc: 0.943 OSCR : 70.571 AUROC_max_val (%): 80.751 AUROC_real (%): 72.636

Epoch 415/600
235/235 - 6s - loss: 0.8983 - accuracy: 0.9107 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6765201687812805
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 83.649 76.625 84.772 80.640
	Acc: 0.941 OSCR : 73.712 AUROC_max_val (%): 83.649 AUROC_real (%): 76.243

Epoch 416/600
235/235 - 6s - loss: 0.8961 - accuracy: 0.9119 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6900374889373779
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.125 81.347 74.713 82.129 78.114
	Acc: 0.953 OSCR : 65.774 AUROC_max_val (%): 81.347 AUROC_real (%): 67.415

Epoch 417/600
235/235 - 6s - loss: 0.8932 - accuracy: 0.9109 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7023126482963562
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.550 83.789 76.450 84.880 81.422
	Acc: 0.940 OSCR : 72.227 AUROC_max_val (%): 83.789 AUROC_real (%): 74.800

Epoch 418/600
235/235 - 6s - loss: 0.9045 - accuracy: 0.9109 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6379456520080566
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.450 81.514 74.925 80.576 79.967
	Acc: 0.943 OSCR : 71.653 AUROC_max_val (%): 81.514 AUROC_real (%): 73.840

Epoch 419/600
235/235 - 6s - loss: 0.8865 - accuracy: 0.9111 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6645548939704895
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.300 88.761 81.313 90.033 86.539
	Acc: 0.952 OSCR : 70.335 AUROC_max_val (%): 88.761 AUROC_real (%): 72.228

Epoch 420/600
235/235 - 6s - loss: 0.8970 - accuracy: 0.9111 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6371855139732361
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.050 81.754 75.488 80.414 80.215
	Acc: 0.949 OSCR : 69.511 AUROC_max_val (%): 81.754 AUROC_real (%): 71.376

Epoch 421/600
235/235 - 6s - loss: 0.8839 - accuracy: 0.9120 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5594858527183533
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.600 86.259 78.850 86.666 84.485
	Acc: 0.948 OSCR : 77.820 AUROC_max_val (%): 86.259 AUROC_real (%): 79.943

Epoch 422/600
235/235 - 6s - loss: 0.8690 - accuracy: 0.9131 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7293533086776733
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 81.681 74.587 82.748 78.726
	Acc: 0.949 OSCR : 66.773 AUROC_max_val (%): 81.681 AUROC_real (%): 68.834

Epoch 423/600
235/235 - 6s - loss: 0.8867 - accuracy: 0.9109 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6280284523963928
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.800 87.294 79.700 88.179 85.605
	Acc: 0.944 OSCR : 75.429 AUROC_max_val (%): 87.294 AUROC_real (%): 77.830

Epoch 424/600
235/235 - 6s - loss: 0.8867 - accuracy: 0.9110 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6819744110107422
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.775 85.751 78.487 86.452 83.639
	Acc: 0.942 OSCR : 72.448 AUROC_max_val (%): 85.751 AUROC_real (%): 74.817

Epoch 425/600
235/235 - 6s - loss: 0.8646 - accuracy: 0.9146 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6174687743186951
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 84.208 77.650 85.415 80.351
	Acc: 0.950 OSCR : 68.417 AUROC_max_val (%): 84.208 AUROC_real (%): 70.226

Epoch 426/600
235/235 - 6s - loss: 0.8771 - accuracy: 0.9119 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6378899216651917
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.125 85.351 78.038 85.593 83.326
	Acc: 0.944 OSCR : 73.295 AUROC_max_val (%): 85.351 AUROC_real (%): 75.427

Epoch 427/600
235/235 - 6s - loss: 0.8680 - accuracy: 0.9125 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6998113393783569
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.025 84.339 77.275 85.063 82.122
	Acc: 0.949 OSCR : 66.037 AUROC_max_val (%): 84.339 AUROC_real (%): 67.879

Epoch 428/600
235/235 - 6s - loss: 0.8697 - accuracy: 0.9140 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5239700078964233
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.400 87.329 79.950 88.036 85.424
	Acc: 0.954 OSCR : 75.484 AUROC_max_val (%): 87.329 AUROC_real (%): 77.255

Epoch 429/600
235/235 - 6s - loss: 0.8499 - accuracy: 0.9148 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48412391543388367
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.850 84.924 78.000 85.696 82.459
	Acc: 0.956 OSCR : 74.900 AUROC_max_val (%): 84.924 AUROC_real (%): 76.623

Epoch 430/600
235/235 - 6s - loss: 0.8521 - accuracy: 0.9150 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6326887607574463
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.550 85.611 78.225 86.620 83.239
	Acc: 0.943 OSCR : 72.140 AUROC_max_val (%): 85.611 AUROC_real (%): 74.417

Epoch 431/600
235/235 - 6s - loss: 0.8588 - accuracy: 0.9135 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6247097253799438
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.400 83.869 76.888 84.887 81.233
	Acc: 0.944 OSCR : 71.436 AUROC_max_val (%): 83.869 AUROC_real (%): 73.561

Epoch 432/600
235/235 - 6s - loss: 0.8583 - accuracy: 0.9149 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5938861966133118
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.475 85.995 78.538 87.119 83.771
	Acc: 0.947 OSCR : 75.018 AUROC_max_val (%): 85.995 AUROC_real (%): 77.200

Epoch 433/600
235/235 - 6s - loss: 0.8539 - accuracy: 0.9157 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6253111362457275
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.500 84.661 77.538 85.331 82.614
	Acc: 0.942 OSCR : 71.710 AUROC_max_val (%): 84.661 AUROC_real (%): 73.894

Epoch 434/600
235/235 - 6s - loss: 0.8574 - accuracy: 0.9143 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.595990777015686
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.125 84.788 77.162 85.610 82.849
	Acc: 0.952 OSCR : 72.277 AUROC_max_val (%): 84.788 AUROC_real (%): 74.137

Epoch 435/600
235/235 - 6s - loss: 0.8443 - accuracy: 0.9164 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7143606543540955
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.625 79.663 73.125 80.353 76.015
	Acc: 0.942 OSCR : 69.738 AUROC_max_val (%): 79.663 AUROC_real (%): 71.896

Epoch 436/600
235/235 - 6s - loss: 0.8562 - accuracy: 0.9159 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6200743913650513
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.125 81.852 74.725 82.175 79.745
	Acc: 0.946 OSCR : 72.352 AUROC_max_val (%): 81.852 AUROC_real (%): 74.424

Epoch 437/600
235/235 - 6s - loss: 0.8380 - accuracy: 0.9151 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8156408667564392
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.375 80.927 74.400 81.278 78.169
	Acc: 0.934 OSCR : 70.248 AUROC_max_val (%): 80.927 AUROC_real (%): 73.084

Epoch 438/600
235/235 - 6s - loss: 0.8404 - accuracy: 0.9154 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7691950798034668
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.175 88.114 80.800 89.410 86.028
	Acc: 0.946 OSCR : 70.601 AUROC_max_val (%): 88.114 AUROC_real (%): 72.890

Epoch 439/600
235/235 - 6s - loss: 0.8394 - accuracy: 0.9174 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6317393183708191
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.925 83.918 76.463 84.260 82.214
	Acc: 0.945 OSCR : 74.812 AUROC_max_val (%): 83.918 AUROC_real (%): 77.222

Epoch 440/600
235/235 - 6s - loss: 0.8274 - accuracy: 0.9161 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.6035808324813843
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.975 83.832 76.350 84.528 81.817
	Acc: 0.955 OSCR : 68.935 AUROC_max_val (%): 83.832 AUROC_real (%): 70.777

Epoch 441/600
235/235 - 6s - loss: 0.8165 - accuracy: 0.9173 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7980383038520813
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.875 80.818 74.037 81.336 78.018
	Acc: 0.948 OSCR : 67.284 AUROC_max_val (%): 80.818 AUROC_real (%): 69.223

Epoch 442/600
235/235 - 6s - loss: 0.8263 - accuracy: 0.9179 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7492130398750305
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 87.041 79.987 88.016 84.762
	Acc: 0.936 OSCR : 71.924 AUROC_max_val (%): 87.041 AUROC_real (%): 74.648

Epoch 443/600
235/235 - 6s - loss: 0.8045 - accuracy: 0.9202 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7327373027801514
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.325 83.000 75.950 83.962 80.234
	Acc: 0.949 OSCR : 69.306 AUROC_max_val (%): 83.000 AUROC_real (%): 71.152

Epoch 444/600
235/235 - 6s - loss: 0.8254 - accuracy: 0.9177 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7323535084724426
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.975 88.094 80.950 89.341 86.055
	Acc: 0.948 OSCR : 70.136 AUROC_max_val (%): 88.094 AUROC_real (%): 72.491

Epoch 445/600
235/235 - 6s - loss: 0.8238 - accuracy: 0.9188 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7532653212547302
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.275 79.289 73.462 78.960 76.033
	Acc: 0.936 OSCR : 74.134 AUROC_max_val (%): 79.289 AUROC_real (%): 76.689

Epoch 446/600
235/235 - 6s - loss: 0.8042 - accuracy: 0.9204 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6783086061477661
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.275 88.455 81.113 89.763 86.048
	Acc: 0.947 OSCR : 73.030 AUROC_max_val (%): 88.455 AUROC_real (%): 75.073

Epoch 447/600
235/235 - 6s - loss: 0.8330 - accuracy: 0.9166 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6489949822425842
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.375 85.520 78.488 86.402 82.740
	Acc: 0.949 OSCR : 68.739 AUROC_max_val (%): 85.520 AUROC_real (%): 70.590

Epoch 448/600
235/235 - 6s - loss: 0.8206 - accuracy: 0.9189 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6099392175674438
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 86.462 79.700 87.223 84.153
	Acc: 0.948 OSCR : 75.119 AUROC_max_val (%): 86.462 AUROC_real (%): 77.227

Epoch 449/600
235/235 - 6s - loss: 0.8055 - accuracy: 0.9197 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6467089653015137
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 80.595 73.138 80.834 78.679
	Acc: 0.950 OSCR : 69.943 AUROC_max_val (%): 80.595 AUROC_real (%): 71.767

Epoch 450/600
235/235 - 6s - loss: 0.8109 - accuracy: 0.9200 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5539014935493469
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.700 87.009 79.663 88.058 84.563
	Acc: 0.951 OSCR : 75.904 AUROC_max_val (%): 87.009 AUROC_real (%): 77.900

Epoch 451/600
235/235 - 6s - loss: 0.8041 - accuracy: 0.9206 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.633837878704071
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.525 83.166 76.050 83.862 80.356
	Acc: 0.946 OSCR : 73.347 AUROC_max_val (%): 83.166 AUROC_real (%): 75.477

Epoch 452/600
235/235 - 6s - loss: 0.8055 - accuracy: 0.9204 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6456762552261353
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.650 85.039 78.450 85.638 82.647
	Acc: 0.943 OSCR : 72.698 AUROC_max_val (%): 85.039 AUROC_real (%): 74.885

Epoch 453/600
235/235 - 6s - loss: 0.8004 - accuracy: 0.9210 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5458419322967529
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.550 84.141 76.838 85.289 81.617
	Acc: 0.954 OSCR : 72.649 AUROC_max_val (%): 84.141 AUROC_real (%): 74.442

Epoch 454/600
235/235 - 6s - loss: 0.8013 - accuracy: 0.9203 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7499144077301025
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 87.056 79.962 88.130 84.846
	Acc: 0.936 OSCR : 75.034 AUROC_max_val (%): 87.056 AUROC_real (%): 78.054

Epoch 455/600
235/235 - 6s - loss: 0.7801 - accuracy: 0.9228 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8298134207725525
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.225 85.091 77.862 86.278 82.541
	Acc: 0.948 OSCR : 67.651 AUROC_max_val (%): 85.091 AUROC_real (%): 69.791

Epoch 456/600
235/235 - 6s - loss: 0.8065 - accuracy: 0.9188 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5967457890510559
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.275 86.601 79.787 87.365 84.264
	Acc: 0.955 OSCR : 71.899 AUROC_max_val (%): 86.601 AUROC_real (%): 73.786

Epoch 457/600
235/235 - 6s - loss: 0.7862 - accuracy: 0.9208 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5850720405578613
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.225 83.322 76.638 84.099 80.534
	Acc: 0.951 OSCR : 71.062 AUROC_max_val (%): 83.322 AUROC_real (%): 72.925

Epoch 458/600
235/235 - 6s - loss: 0.7844 - accuracy: 0.9226 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6531898975372314
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.150 80.986 73.950 81.472 78.625
	Acc: 0.953 OSCR : 65.756 AUROC_max_val (%): 80.986 AUROC_real (%): 67.485

Epoch 459/600
235/235 - 6s - loss: 0.7954 - accuracy: 0.9218 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6981750726699829
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.225 85.415 78.238 86.479 83.014
	Acc: 0.951 OSCR : 65.830 AUROC_max_val (%): 85.415 AUROC_real (%): 67.958

Epoch 460/600
235/235 - 6s - loss: 0.7696 - accuracy: 0.9234 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6283908486366272
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.675 86.658 78.950 87.653 84.524
	Acc: 0.946 OSCR : 72.549 AUROC_max_val (%): 86.658 AUROC_real (%): 74.566

Epoch 461/600
235/235 - 6s - loss: 0.7561 - accuracy: 0.9252 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6211932897567749
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.900 82.745 75.925 83.517 79.811
	Acc: 0.958 OSCR : 67.827 AUROC_max_val (%): 82.745 AUROC_real (%): 69.363

Epoch 462/600
235/235 - 6s - loss: 0.7805 - accuracy: 0.9225 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6480047702789307
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 87.694 80.763 88.531 85.904
	Acc: 0.946 OSCR : 74.895 AUROC_max_val (%): 87.694 AUROC_real (%): 77.238

Epoch 463/600
235/235 - 6s - loss: 0.7688 - accuracy: 0.9224 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7070773243904114
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.925 83.728 76.475 85.172 81.029
	Acc: 0.936 OSCR : 73.367 AUROC_max_val (%): 83.728 AUROC_real (%): 75.996

Epoch 464/600
235/235 - 6s - loss: 0.7695 - accuracy: 0.9235 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6441503763198853
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.800 80.234 73.462 81.506 76.954
	Acc: 0.944 OSCR : 69.787 AUROC_max_val (%): 80.234 AUROC_real (%): 71.809

Epoch 465/600
235/235 - 6s - loss: 0.7651 - accuracy: 0.9253 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5434302687644958
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 85.092 77.463 85.858 83.374
	Acc: 0.951 OSCR : 73.864 AUROC_max_val (%): 85.092 AUROC_real (%): 75.822

Epoch 466/600
235/235 - 6s - loss: 0.7619 - accuracy: 0.9246 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5498156547546387
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 84.742 78.088 85.160 82.395
	Acc: 0.955 OSCR : 72.489 AUROC_max_val (%): 84.742 AUROC_real (%): 74.265

Epoch 467/600
235/235 - 6s - loss: 0.7679 - accuracy: 0.9233 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8587438464164734
	accuracy: 0.9275000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.075 82.557 75.588 83.876 79.463
	Acc: 0.927 OSCR : 69.546 AUROC_max_val (%): 82.557 AUROC_real (%): 72.594

Epoch 468/600
235/235 - 6s - loss: 0.7761 - accuracy: 0.9222 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.655170202255249
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 84.477 77.638 84.947 81.825
	Acc: 0.946 OSCR : 75.123 AUROC_max_val (%): 84.477 AUROC_real (%): 77.408

Epoch 469/600
235/235 - 6s - loss: 0.7479 - accuracy: 0.9253 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7851980328559875
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.925 83.880 77.000 83.577 82.075
	Acc: 0.946 OSCR : 70.100 AUROC_max_val (%): 83.880 AUROC_real (%): 72.389

Epoch 470/600
235/235 - 6s - loss: 0.7448 - accuracy: 0.9246 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48392483592033386
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.625 86.956 79.425 87.517 85.359
	Acc: 0.954 OSCR : 76.314 AUROC_max_val (%): 86.956 AUROC_real (%): 78.108

Epoch 471/600
235/235 - 6s - loss: 0.7438 - accuracy: 0.9265 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6636987924575806
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 84.494 77.400 84.775 82.964
	Acc: 0.944 OSCR : 72.115 AUROC_max_val (%): 84.494 AUROC_real (%): 74.482

Epoch 472/600
235/235 - 6s - loss: 0.7437 - accuracy: 0.9260 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4952528178691864
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 83.276 75.787 84.030 80.842
	Acc: 0.963 OSCR : 70.723 AUROC_max_val (%): 83.276 AUROC_real (%): 72.155

Epoch 473/600
235/235 - 6s - loss: 0.7333 - accuracy: 0.9263 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6144266128540039
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 87.316 80.038 88.640 85.373
	Acc: 0.948 OSCR : 73.987 AUROC_max_val (%): 87.316 AUROC_real (%): 76.123

Epoch 474/600
235/235 - 6s - loss: 0.7311 - accuracy: 0.9283 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7407814264297485
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.825 87.235 80.212 87.829 85.228
	Acc: 0.950 OSCR : 68.490 AUROC_max_val (%): 87.235 AUROC_real (%): 70.660

Epoch 475/600
235/235 - 6s - loss: 0.7493 - accuracy: 0.9255 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5540884733200073
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.150 88.640 81.338 89.407 87.011
	Acc: 0.956 OSCR : 72.809 AUROC_max_val (%): 88.640 AUROC_real (%): 74.751

Epoch 476/600
235/235 - 6s - loss: 0.7447 - accuracy: 0.9257 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7483586668968201
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.550 84.453 77.338 84.473 83.180
	Acc: 0.946 OSCR : 69.623 AUROC_max_val (%): 84.453 AUROC_real (%): 71.897

Epoch 477/600
235/235 - 6s - loss: 0.7326 - accuracy: 0.9273 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49137482047080994
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.700 83.457 77.000 84.259 80.568
	Acc: 0.957 OSCR : 69.931 AUROC_max_val (%): 83.457 AUROC_real (%): 71.339

Epoch 478/600
235/235 - 6s - loss: 0.7202 - accuracy: 0.9282 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6226617097854614
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.225 82.590 75.900 82.440 80.683
	Acc: 0.952 OSCR : 71.743 AUROC_max_val (%): 82.590 AUROC_real (%): 73.661

Epoch 479/600
235/235 - 6s - loss: 0.7314 - accuracy: 0.9277 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6670573949813843
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.025 80.318 73.500 80.544 78.110
	Acc: 0.952 OSCR : 68.718 AUROC_max_val (%): 80.318 AUROC_real (%): 70.590

Epoch 480/600
235/235 - 6s - loss: 0.7326 - accuracy: 0.9278 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5142610669136047
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.175 88.538 81.213 89.342 86.886
	Acc: 0.958 OSCR : 73.142 AUROC_max_val (%): 88.538 AUROC_real (%): 74.978

Epoch 481/600
235/235 - 6s - loss: 0.7047 - accuracy: 0.9298 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5855119228363037
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 85.341 77.975 85.801 83.245
	Acc: 0.955 OSCR : 73.683 AUROC_max_val (%): 85.341 AUROC_real (%): 75.538

Epoch 482/600
235/235 - 6s - loss: 0.7275 - accuracy: 0.9267 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5452002882957458
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.125 87.063 80.250 87.827 84.776
	Acc: 0.951 OSCR : 77.921 AUROC_max_val (%): 87.063 AUROC_real (%): 80.028

Epoch 483/600
235/235 - 6s - loss: 0.7139 - accuracy: 0.9287 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5817554593086243
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.450 88.109 81.125 89.173 85.966
	Acc: 0.953 OSCR : 74.042 AUROC_max_val (%): 88.109 AUROC_real (%): 75.920

Epoch 484/600
235/235 - 6s - loss: 0.7142 - accuracy: 0.9294 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4942860007286072
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.350 87.065 80.062 87.765 84.850
	Acc: 0.952 OSCR : 78.729 AUROC_max_val (%): 87.065 AUROC_real (%): 80.688

Epoch 485/600
235/235 - 6s - loss: 0.7107 - accuracy: 0.9297 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5599187612533569
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.975 84.545 77.825 84.900 82.000
	Acc: 0.955 OSCR : 69.354 AUROC_max_val (%): 84.545 AUROC_real (%): 70.971

Epoch 486/600
235/235 - 6s - loss: 0.7027 - accuracy: 0.9291 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6219413876533508
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.125 85.836 78.513 86.584 83.836
	Acc: 0.956 OSCR : 69.946 AUROC_max_val (%): 85.836 AUROC_real (%): 71.692

Epoch 487/600
235/235 - 6s - loss: 0.7171 - accuracy: 0.9290 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5458471775054932
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.650 79.132 71.950 79.324 77.394
	Acc: 0.958 OSCR : 70.627 AUROC_max_val (%): 79.132 AUROC_real (%): 72.211

Epoch 488/600
235/235 - 6s - loss: 0.7085 - accuracy: 0.9309 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4664407968521118
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.575 86.753 79.050 87.685 85.270
	Acc: 0.957 OSCR : 77.611 AUROC_max_val (%): 86.753 AUROC_real (%): 79.397

Epoch 489/600
235/235 - 6s - loss: 0.7141 - accuracy: 0.9293 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.65800541639328
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.975 86.719 79.150 87.136 85.128
	Acc: 0.952 OSCR : 70.288 AUROC_max_val (%): 86.719 AUROC_real (%): 72.292

Epoch 490/600
235/235 - 6s - loss: 0.7088 - accuracy: 0.9292 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5245781540870667
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.250 85.323 78.600 84.952 83.568
	Acc: 0.960 OSCR : 72.857 AUROC_max_val (%): 85.323 AUROC_real (%): 74.483

Epoch 491/600
235/235 - 6s - loss: 0.6941 - accuracy: 0.9311 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.56843101978302
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.125 85.924 78.537 86.399 84.181
	Acc: 0.955 OSCR : 73.190 AUROC_max_val (%): 85.924 AUROC_real (%): 75.089

Epoch 492/600
235/235 - 6s - loss: 0.6862 - accuracy: 0.9321 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4980674088001251
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.175 85.897 78.825 86.192 83.976
	Acc: 0.957 OSCR : 76.326 AUROC_max_val (%): 85.897 AUROC_real (%): 78.071

Epoch 493/600
235/235 - 6s - loss: 0.7008 - accuracy: 0.9291 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5085889101028442
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.175 83.848 76.625 84.071 81.892
	Acc: 0.959 OSCR : 74.501 AUROC_max_val (%): 83.848 AUROC_real (%): 76.198

Epoch 494/600
235/235 - 6s - loss: 0.6751 - accuracy: 0.9324 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4709297716617584
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 87.080 79.900 87.917 85.155
	Acc: 0.958 OSCR : 74.703 AUROC_max_val (%): 87.080 AUROC_real (%): 76.388

Epoch 495/600
235/235 - 6s - loss: 0.6864 - accuracy: 0.9316 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.570669412612915
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.975 83.131 76.812 82.177 81.509
	Acc: 0.949 OSCR : 73.727 AUROC_max_val (%): 83.131 AUROC_real (%): 75.686

Epoch 496/600
235/235 - 6s - loss: 0.6733 - accuracy: 0.9322 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49692559242248535
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.025 84.373 77.725 85.066 81.804
	Acc: 0.952 OSCR : 74.242 AUROC_max_val (%): 84.373 AUROC_real (%): 75.957

Epoch 497/600
235/235 - 6s - loss: 0.6921 - accuracy: 0.9299 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5313767194747925
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.025 86.047 79.413 86.317 84.109
	Acc: 0.955 OSCR : 76.302 AUROC_max_val (%): 86.047 AUROC_real (%): 78.156

Epoch 498/600
235/235 - 6s - loss: 0.6707 - accuracy: 0.9333 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49676141142845154
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.050 84.156 77.025 84.036 82.654
	Acc: 0.953 OSCR : 75.074 AUROC_max_val (%): 84.156 AUROC_real (%): 76.921

Epoch 499/600
235/235 - 6s - loss: 0.6806 - accuracy: 0.9325 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5084825158119202
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.850 86.722 79.138 87.238 85.538
	Acc: 0.955 OSCR : 75.344 AUROC_max_val (%): 86.722 AUROC_real (%): 77.234

Epoch 500/600
235/235 - 6s - loss: 0.6593 - accuracy: 0.9335 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49361467361450195
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.850 87.012 80.000 87.246 85.704
	Acc: 0.955 OSCR : 75.626 AUROC_max_val (%): 87.012 AUROC_real (%): 77.503

Epoch 501/600
235/235 - 6s - loss: 0.6651 - accuracy: 0.9333 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4990946352481842
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.350 87.063 79.538 87.390 85.561
	Acc: 0.960 OSCR : 72.921 AUROC_max_val (%): 87.063 AUROC_real (%): 74.540

Epoch 502/600
235/235 - 6s - loss: 0.6676 - accuracy: 0.9332 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5228434801101685
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 85.549 78.725 86.502 83.164
	Acc: 0.959 OSCR : 70.285 AUROC_max_val (%): 85.549 AUROC_real (%): 71.898

Epoch 503/600
235/235 - 6s - loss: 0.6607 - accuracy: 0.9341 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5639652013778687
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.525 86.549 79.438 87.016 84.840
	Acc: 0.956 OSCR : 72.427 AUROC_max_val (%): 86.549 AUROC_real (%): 74.274

Epoch 504/600
235/235 - 6s - loss: 0.6505 - accuracy: 0.9349 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5022590160369873
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.675 85.982 78.638 85.999 84.606
	Acc: 0.961 OSCR : 73.292 AUROC_max_val (%): 85.982 AUROC_real (%): 74.921

Epoch 505/600
235/235 - 6s - loss: 0.6680 - accuracy: 0.9335 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4865289032459259
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.975 84.540 77.675 84.364 82.844
	Acc: 0.959 OSCR : 73.241 AUROC_max_val (%): 84.540 AUROC_real (%): 74.824

Epoch 506/600
235/235 - 6s - loss: 0.6541 - accuracy: 0.9348 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5255109667778015
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.775 84.720 77.250 85.404 82.179
	Acc: 0.955 OSCR : 72.959 AUROC_max_val (%): 84.720 AUROC_real (%): 74.725

Epoch 507/600
235/235 - 6s - loss: 0.6628 - accuracy: 0.9336 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5318596363067627
	accuracy: 0.9632499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.925 86.201 79.025 86.485 84.491
	Acc: 0.963 OSCR : 71.977 AUROC_max_val (%): 86.201 AUROC_real (%): 73.464

Epoch 508/600
235/235 - 6s - loss: 0.6506 - accuracy: 0.9354 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5218371748924255
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.625 87.610 79.938 88.420 86.029
	Acc: 0.958 OSCR : 70.989 AUROC_max_val (%): 87.610 AUROC_real (%): 72.567

Epoch 509/600
235/235 - 6s - loss: 0.6471 - accuracy: 0.9351 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5447080135345459
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 83.210 77.050 82.651 81.660
	Acc: 0.955 OSCR : 74.413 AUROC_max_val (%): 83.210 AUROC_real (%): 76.256

Epoch 510/600
235/235 - 6s - loss: 0.6515 - accuracy: 0.9356 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4629257917404175
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.925 87.666 80.925 88.316 86.030
	Acc: 0.962 OSCR : 73.522 AUROC_max_val (%): 87.666 AUROC_real (%): 75.080

Epoch 511/600
235/235 - 6s - loss: 0.6463 - accuracy: 0.9352 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4893651008605957
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.425 88.827 81.725 89.573 87.094
	Acc: 0.959 OSCR : 75.698 AUROC_max_val (%): 88.827 AUROC_real (%): 77.489

Epoch 512/600
235/235 - 6s - loss: 0.6350 - accuracy: 0.9365 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.594097375869751
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.825 86.290 79.750 86.615 84.408
	Acc: 0.957 OSCR : 70.417 AUROC_max_val (%): 86.290 AUROC_real (%): 72.125

Epoch 513/600
235/235 - 6s - loss: 0.6495 - accuracy: 0.9352 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5190636515617371
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.450 85.852 78.737 85.723 84.498
	Acc: 0.957 OSCR : 74.102 AUROC_max_val (%): 85.852 AUROC_real (%): 75.879

Epoch 514/600
235/235 - 6s - loss: 0.6262 - accuracy: 0.9377 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5146245956420898
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.875 83.052 76.675 81.427 82.197
	Acc: 0.955 OSCR : 73.719 AUROC_max_val (%): 83.052 AUROC_real (%): 75.415

Epoch 515/600
235/235 - 6s - loss: 0.6214 - accuracy: 0.9382 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5019046664237976
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.625 85.631 78.775 85.883 83.645
	Acc: 0.954 OSCR : 76.582 AUROC_max_val (%): 85.631 AUROC_real (%): 78.430

Epoch 516/600
235/235 - 6s - loss: 0.6302 - accuracy: 0.9367 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4786495566368103
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.375 85.588 78.125 85.951 83.780
	Acc: 0.959 OSCR : 74.366 AUROC_max_val (%): 85.588 AUROC_real (%): 76.034

Epoch 517/600
235/235 - 6s - loss: 0.6225 - accuracy: 0.9381 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5920990705490112
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.575 86.207 79.000 86.748 84.544
	Acc: 0.959 OSCR : 70.665 AUROC_max_val (%): 86.207 AUROC_real (%): 72.356

Epoch 518/600
235/235 - 6s - loss: 0.6305 - accuracy: 0.9377 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49020710587501526
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.400 85.116 78.312 85.007 83.352
	Acc: 0.960 OSCR : 73.122 AUROC_max_val (%): 85.116 AUROC_real (%): 74.767

Epoch 519/600
235/235 - 6s - loss: 0.6084 - accuracy: 0.9398 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4852254092693329
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.175 87.165 80.213 86.887 86.233
	Acc: 0.958 OSCR : 73.854 AUROC_max_val (%): 87.165 AUROC_real (%): 75.644

Epoch 520/600
235/235 - 6s - loss: 0.6114 - accuracy: 0.9383 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4450977146625519
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.175 85.965 79.325 86.661 83.857
	Acc: 0.961 OSCR : 74.165 AUROC_max_val (%): 85.965 AUROC_real (%): 75.613

Epoch 521/600
235/235 - 6s - loss: 0.6242 - accuracy: 0.9374 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5519721508026123
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.675 87.705 80.112 88.004 86.599
	Acc: 0.956 OSCR : 74.485 AUROC_max_val (%): 87.705 AUROC_real (%): 76.506

Epoch 522/600
235/235 - 6s - loss: 0.6229 - accuracy: 0.9382 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4883457124233246
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.025 85.276 78.225 85.038 83.911
	Acc: 0.957 OSCR : 75.280 AUROC_max_val (%): 85.276 AUROC_real (%): 77.058

Epoch 523/600
235/235 - 6s - loss: 0.6036 - accuracy: 0.9404 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45404288172721863
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.625 87.554 80.038 88.294 86.160
	Acc: 0.960 OSCR : 76.270 AUROC_max_val (%): 87.554 AUROC_real (%): 77.944

Epoch 524/600
235/235 - 6s - loss: 0.6077 - accuracy: 0.9389 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49870702624320984
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.925 87.790 80.438 88.413 86.267
	Acc: 0.959 OSCR : 77.375 AUROC_max_val (%): 87.790 AUROC_real (%): 79.291

Epoch 525/600
235/235 - 6s - loss: 0.5971 - accuracy: 0.9403 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.433732271194458
	accuracy: 0.9627500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.875 86.897 79.888 87.498 85.063
	Acc: 0.963 OSCR : 74.428 AUROC_max_val (%): 86.897 AUROC_real (%): 75.848

Epoch 526/600
235/235 - 6s - loss: 0.6039 - accuracy: 0.9400 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47730252146720886
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.925 89.148 81.812 89.796 87.946
	Acc: 0.961 OSCR : 76.251 AUROC_max_val (%): 89.148 AUROC_real (%): 78.094

Epoch 527/600
235/235 - 6s - loss: 0.6004 - accuracy: 0.9398 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49948087334632874
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.450 85.840 78.713 85.870 84.539
	Acc: 0.956 OSCR : 75.688 AUROC_max_val (%): 85.840 AUROC_real (%): 77.560

Epoch 528/600
235/235 - 6s - loss: 0.5915 - accuracy: 0.9405 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5369670391082764
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.475 85.825 79.112 85.938 84.391
	Acc: 0.955 OSCR : 74.312 AUROC_max_val (%): 85.825 AUROC_real (%): 76.112

Epoch 529/600
235/235 - 6s - loss: 0.5996 - accuracy: 0.9399 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4673542380332947
	accuracy: 0.9647499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.075 88.202 81.038 88.729 86.878
	Acc: 0.965 OSCR : 72.635 AUROC_max_val (%): 88.202 AUROC_real (%): 74.116

Epoch 530/600
235/235 - 6s - loss: 0.5849 - accuracy: 0.9418 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46815475821495056
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.825 87.264 80.100 87.511 85.813
	Acc: 0.962 OSCR : 75.476 AUROC_max_val (%): 87.264 AUROC_real (%): 77.124

Epoch 531/600
235/235 - 6s - loss: 0.5805 - accuracy: 0.9428 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44125181436538696
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.750 86.386 79.625 86.369 85.014
	Acc: 0.963 OSCR : 75.876 AUROC_max_val (%): 86.386 AUROC_real (%): 77.388

Epoch 532/600
235/235 - 6s - loss: 0.5754 - accuracy: 0.9429 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46560072898864746
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.150 86.899 79.913 87.425 84.911
	Acc: 0.961 OSCR : 73.203 AUROC_max_val (%): 86.899 AUROC_real (%): 74.746

Epoch 533/600
235/235 - 6s - loss: 0.5886 - accuracy: 0.9403 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49510103464126587
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.775 86.841 79.862 86.695 85.335
	Acc: 0.961 OSCR : 73.677 AUROC_max_val (%): 86.841 AUROC_real (%): 75.367

Epoch 534/600
235/235 - 6s - loss: 0.5825 - accuracy: 0.9411 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46940726041793823
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.650 87.870 80.575 88.248 86.679
	Acc: 0.957 OSCR : 75.775 AUROC_max_val (%): 87.870 AUROC_real (%): 77.572

Epoch 535/600
235/235 - 6s - loss: 0.5744 - accuracy: 0.9424 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4608187973499298
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.825 85.772 79.000 86.253 83.488
	Acc: 0.962 OSCR : 72.596 AUROC_max_val (%): 85.772 AUROC_real (%): 74.088

Epoch 536/600
235/235 - 6s - loss: 0.5872 - accuracy: 0.9407 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46924495697021484
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.625 86.149 79.075 86.282 84.408
	Acc: 0.963 OSCR : 72.874 AUROC_max_val (%): 86.149 AUROC_real (%): 74.347

Epoch 537/600
235/235 - 6s - loss: 0.5870 - accuracy: 0.9398 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.483071893453598
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.550 85.146 78.475 84.785 83.584
	Acc: 0.961 OSCR : 74.357 AUROC_max_val (%): 85.146 AUROC_real (%): 75.958

Epoch 538/600
235/235 - 6s - loss: 0.5676 - accuracy: 0.9432 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4560666084289551
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.875 88.627 81.538 89.137 87.071
	Acc: 0.960 OSCR : 73.442 AUROC_max_val (%): 88.627 AUROC_real (%): 75.025

Epoch 539/600
235/235 - 6s - loss: 0.5686 - accuracy: 0.9433 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49270546436309814
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.850 86.947 79.588 87.271 85.393
	Acc: 0.959 OSCR : 74.079 AUROC_max_val (%): 86.947 AUROC_real (%): 75.837

Epoch 540/600
235/235 - 6s - loss: 0.5717 - accuracy: 0.9414 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45233941078186035
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.825 87.472 80.412 87.722 86.149
	Acc: 0.960 OSCR : 74.622 AUROC_max_val (%): 87.472 AUROC_real (%): 76.269

Epoch 541/600
235/235 - 6s - loss: 0.5815 - accuracy: 0.9418 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4843849539756775
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.250 85.871 78.900 86.116 84.089
	Acc: 0.959 OSCR : 71.687 AUROC_max_val (%): 85.871 AUROC_real (%): 73.233

Epoch 542/600
235/235 - 6s - loss: 0.5549 - accuracy: 0.9445 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44045335054397583
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.450 87.530 80.575 87.785 86.185
	Acc: 0.962 OSCR : 75.885 AUROC_max_val (%): 87.530 AUROC_real (%): 77.511

Epoch 543/600
235/235 - 6s - loss: 0.5527 - accuracy: 0.9449 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47933781147003174
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.400 85.981 79.212 85.696 84.716
	Acc: 0.963 OSCR : 70.806 AUROC_max_val (%): 85.981 AUROC_real (%): 72.289

Epoch 544/600
235/235 - 6s - loss: 0.5591 - accuracy: 0.9443 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4550667107105255
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.425 87.882 80.925 88.503 85.968
	Acc: 0.960 OSCR : 73.596 AUROC_max_val (%): 87.882 AUROC_real (%): 75.119

Epoch 545/600
235/235 - 6s - loss: 0.5639 - accuracy: 0.9437 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.46324968338012695
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.550 88.641 81.575 89.529 86.656
	Acc: 0.961 OSCR : 73.290 AUROC_max_val (%): 88.641 AUROC_real (%): 74.849

Epoch 546/600
235/235 - 6s - loss: 0.5405 - accuracy: 0.9454 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4662419855594635
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.775 87.285 80.400 87.782 85.482
	Acc: 0.960 OSCR : 74.233 AUROC_max_val (%): 87.285 AUROC_real (%): 75.818

Epoch 547/600
235/235 - 6s - loss: 0.5653 - accuracy: 0.9428 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4389985203742981
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.000 87.515 79.975 87.842 85.970
	Acc: 0.962 OSCR : 74.200 AUROC_max_val (%): 87.515 AUROC_real (%): 75.767

Epoch 548/600
235/235 - 6s - loss: 0.5458 - accuracy: 0.9453 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4142204225063324
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.275 88.405 81.200 89.168 86.662
	Acc: 0.962 OSCR : 73.877 AUROC_max_val (%): 88.405 AUROC_real (%): 75.336

Epoch 549/600
235/235 - 6s - loss: 0.5496 - accuracy: 0.9444 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5052430033683777
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.700 88.752 81.600 89.316 87.353
	Acc: 0.959 OSCR : 72.119 AUROC_max_val (%): 88.752 AUROC_real (%): 73.806

Epoch 550/600
235/235 - 6s - loss: 0.5532 - accuracy: 0.9441 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4677582383155823
	accuracy: 0.9627500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.025 87.464 80.650 88.086 85.662
	Acc: 0.963 OSCR : 73.640 AUROC_max_val (%): 87.464 AUROC_real (%): 75.194

Epoch 551/600
235/235 - 6s - loss: 0.5544 - accuracy: 0.9448 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.45175114274024963
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.400 88.736 81.725 89.482 87.152
	Acc: 0.961 OSCR : 73.298 AUROC_max_val (%): 88.736 AUROC_real (%): 74.838

Epoch 552/600
235/235 - 6s - loss: 0.5587 - accuracy: 0.9431 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4598677456378937
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.525 86.988 80.075 87.699 84.731
	Acc: 0.963 OSCR : 72.626 AUROC_max_val (%): 86.988 AUROC_real (%): 74.107

Epoch 553/600
235/235 - 6s - loss: 0.5409 - accuracy: 0.9449 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4276096522808075
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.000 87.545 80.763 88.022 85.751
	Acc: 0.964 OSCR : 74.746 AUROC_max_val (%): 87.545 AUROC_real (%): 76.253

Epoch 554/600
235/235 - 6s - loss: 0.5407 - accuracy: 0.9462 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4360714554786682
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.500 86.065 79.287 86.019 84.591
	Acc: 0.964 OSCR : 74.655 AUROC_max_val (%): 86.065 AUROC_real (%): 76.158

Epoch 555/600
235/235 - 6s - loss: 0.5296 - accuracy: 0.9470 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4460221230983734
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.550 88.106 81.125 88.416 86.833
	Acc: 0.960 OSCR : 74.407 AUROC_max_val (%): 88.106 AUROC_real (%): 76.047

Epoch 556/600
235/235 - 6s - loss: 0.5324 - accuracy: 0.9459 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.42268261313438416
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.975 87.439 80.487 87.652 86.008
	Acc: 0.963 OSCR : 76.389 AUROC_max_val (%): 87.439 AUROC_real (%): 77.932

Epoch 557/600
235/235 - 6s - loss: 0.5439 - accuracy: 0.9454 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4623129367828369
	accuracy: 0.9627500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.775 86.379 79.125 86.552 84.772
	Acc: 0.963 OSCR : 73.692 AUROC_max_val (%): 86.379 AUROC_real (%): 75.235

Epoch 558/600
235/235 - 6s - loss: 0.5231 - accuracy: 0.9474 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45144498348236084
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.600 87.369 80.312 87.908 85.146
	Acc: 0.962 OSCR : 71.826 AUROC_max_val (%): 87.369 AUROC_real (%): 73.256

Epoch 559/600
235/235 - 6s - loss: 0.5419 - accuracy: 0.9465 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4231792688369751
	accuracy: 0.9632499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.975 86.478 79.587 86.710 84.939
	Acc: 0.963 OSCR : 74.170 AUROC_max_val (%): 86.478 AUROC_real (%): 75.636

Epoch 560/600
235/235 - 6s - loss: 0.5362 - accuracy: 0.9452 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.45157647132873535
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.850 86.362 79.013 86.620 84.615
	Acc: 0.964 OSCR : 72.551 AUROC_max_val (%): 86.362 AUROC_real (%): 74.019

Epoch 561/600
235/235 - 6s - loss: 0.5205 - accuracy: 0.9474 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43839919567108154
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.475 86.906 79.938 87.141 85.356
	Acc: 0.962 OSCR : 73.443 AUROC_max_val (%): 86.906 AUROC_real (%): 74.954

Epoch 562/600
235/235 - 6s - loss: 0.5264 - accuracy: 0.9471 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.41826581954956055
	accuracy: 0.9647499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.175 87.522 80.675 87.676 86.208
	Acc: 0.965 OSCR : 74.210 AUROC_max_val (%): 87.522 AUROC_real (%): 75.636

Epoch 563/600
235/235 - 6s - loss: 0.5133 - accuracy: 0.9478 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.42686882615089417
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.450 87.858 80.900 88.199 86.338
	Acc: 0.961 OSCR : 76.230 AUROC_max_val (%): 87.858 AUROC_real (%): 77.775

Epoch 564/600
235/235 - 6s - loss: 0.5245 - accuracy: 0.9474 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.42886021733283997
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.825 86.804 80.062 86.895 85.009
	Acc: 0.962 OSCR : 73.662 AUROC_max_val (%): 86.804 AUROC_real (%): 75.090

Epoch 565/600
235/235 - 6s - loss: 0.5241 - accuracy: 0.9473 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4127950072288513
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.175 87.901 80.900 88.511 86.177
	Acc: 0.965 OSCR : 74.262 AUROC_max_val (%): 87.901 AUROC_real (%): 75.643

Epoch 566/600
235/235 - 6s - loss: 0.5101 - accuracy: 0.9482 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4351480007171631
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.025 86.878 79.925 87.084 85.289
	Acc: 0.962 OSCR : 74.529 AUROC_max_val (%): 86.878 AUROC_real (%): 76.032

Epoch 567/600
235/235 - 6s - loss: 0.5319 - accuracy: 0.9471 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4267815053462982
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.550 88.109 80.875 88.701 86.441
	Acc: 0.961 OSCR : 74.138 AUROC_max_val (%): 88.109 AUROC_real (%): 75.652

Epoch 568/600
235/235 - 6s - loss: 0.5174 - accuracy: 0.9479 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4336032271385193
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.650 87.823 80.738 88.200 86.352
	Acc: 0.962 OSCR : 74.628 AUROC_max_val (%): 87.823 AUROC_real (%): 76.127

Epoch 569/600
235/235 - 6s - loss: 0.5150 - accuracy: 0.9468 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4094539284706116
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 87.541 80.463 87.832 85.993
	Acc: 0.962 OSCR : 75.832 AUROC_max_val (%): 87.541 AUROC_real (%): 77.317

Epoch 570/600
235/235 - 6s - loss: 0.5197 - accuracy: 0.9478 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4027763605117798
	accuracy: 0.9649999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.450 87.630 80.588 87.959 85.849
	Acc: 0.965 OSCR : 75.766 AUROC_max_val (%): 87.630 AUROC_real (%): 77.161

Epoch 571/600
235/235 - 6s - loss: 0.5184 - accuracy: 0.9477 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4149702489376068
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.300 88.351 81.225 88.887 86.560
	Acc: 0.964 OSCR : 75.092 AUROC_max_val (%): 88.351 AUROC_real (%): 76.545

Epoch 572/600
235/235 - 6s - loss: 0.5062 - accuracy: 0.9491 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4180113971233368
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 88.327 81.275 88.987 86.580
	Acc: 0.964 OSCR : 74.033 AUROC_max_val (%): 88.327 AUROC_real (%): 75.447

Epoch 573/600
235/235 - 6s - loss: 0.5169 - accuracy: 0.9475 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40852034091949463
	accuracy: 0.9647499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.075 87.439 80.200 87.731 85.974
	Acc: 0.965 OSCR : 75.119 AUROC_max_val (%): 87.439 AUROC_real (%): 76.560

Epoch 574/600
235/235 - 6s - loss: 0.5225 - accuracy: 0.9481 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41287660598754883
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.575 88.106 81.238 88.621 86.322
	Acc: 0.963 OSCR : 74.641 AUROC_max_val (%): 88.106 AUROC_real (%): 76.044

Epoch 575/600
235/235 - 6s - loss: 0.5102 - accuracy: 0.9486 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.43026190996170044
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.550 87.927 81.025 88.329 86.375
	Acc: 0.963 OSCR : 74.252 AUROC_max_val (%): 87.927 AUROC_real (%): 75.731

Epoch 576/600
235/235 - 6s - loss: 0.5180 - accuracy: 0.9479 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4302830994129181
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.150 87.555 80.562 87.859 85.979
	Acc: 0.963 OSCR : 73.854 AUROC_max_val (%): 87.555 AUROC_real (%): 75.312

Epoch 577/600
235/235 - 6s - loss: 0.5125 - accuracy: 0.9485 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4166889488697052
	accuracy: 0.9635000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.525 87.713 80.650 88.192 86.071
	Acc: 0.964 OSCR : 74.872 AUROC_max_val (%): 87.713 AUROC_real (%): 76.294

Epoch 578/600
235/235 - 6s - loss: 0.5134 - accuracy: 0.9486 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41353774070739746
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 88.099 80.775 88.557 86.514
	Acc: 0.964 OSCR : 75.373 AUROC_max_val (%): 88.099 AUROC_real (%): 76.809

Epoch 579/600
235/235 - 6s - loss: 0.5036 - accuracy: 0.9497 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.41339290142059326
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.250 87.814 80.625 88.182 86.331
	Acc: 0.962 OSCR : 75.462 AUROC_max_val (%): 87.814 AUROC_real (%): 76.899

Epoch 580/600
235/235 - 6s - loss: 0.4968 - accuracy: 0.9496 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.42239293456077576
	accuracy: 0.9632499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.250 87.744 80.538 88.043 86.359
	Acc: 0.963 OSCR : 74.102 AUROC_max_val (%): 87.744 AUROC_real (%): 75.542

Epoch 581/600
235/235 - 6s - loss: 0.5112 - accuracy: 0.9481 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4111156761646271
	accuracy: 0.9629999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.650 87.251 80.075 87.409 85.837
	Acc: 0.963 OSCR : 74.193 AUROC_max_val (%): 87.251 AUROC_real (%): 75.598

Epoch 582/600
235/235 - 6s - loss: 0.5140 - accuracy: 0.9483 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4216254651546478
	accuracy: 0.9652500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.200 87.929 80.775 88.220 86.516
	Acc: 0.965 OSCR : 74.044 AUROC_max_val (%): 87.929 AUROC_real (%): 75.464

Epoch 583/600
235/235 - 6s - loss: 0.5090 - accuracy: 0.9488 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4147380590438843
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.850 87.790 80.575 88.136 86.327
	Acc: 0.964 OSCR : 74.065 AUROC_max_val (%): 87.790 AUROC_real (%): 75.467

Epoch 584/600
235/235 - 6s - loss: 0.4993 - accuracy: 0.9492 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.42111676931381226
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.250 87.762 80.650 88.190 86.180
	Acc: 0.965 OSCR : 73.514 AUROC_max_val (%): 87.762 AUROC_real (%): 74.930

Epoch 585/600
235/235 - 6s - loss: 0.4946 - accuracy: 0.9504 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40867123007774353
	accuracy: 0.9647499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.550 88.125 81.062 88.631 86.592
	Acc: 0.965 OSCR : 74.793 AUROC_max_val (%): 88.125 AUROC_real (%): 76.202

Epoch 586/600
235/235 - 6s - loss: 0.5210 - accuracy: 0.9474 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4056890904903412
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.300 88.151 81.000 88.593 86.684
	Acc: 0.964 OSCR : 74.948 AUROC_max_val (%): 88.151 AUROC_real (%): 76.364

Epoch 587/600
235/235 - 6s - loss: 0.5076 - accuracy: 0.9493 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.39838898181915283
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.050 87.712 80.737 88.084 86.168
	Acc: 0.965 OSCR : 75.208 AUROC_max_val (%): 87.712 AUROC_real (%): 76.594

Epoch 588/600
235/235 - 6s - loss: 0.5008 - accuracy: 0.9500 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.401265412569046
	accuracy: 0.9635000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.175 87.909 80.750 88.326 86.340
	Acc: 0.964 OSCR : 75.302 AUROC_max_val (%): 87.909 AUROC_real (%): 76.706

Epoch 589/600
235/235 - 6s - loss: 0.5171 - accuracy: 0.9485 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.39978617429733276
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.700 87.861 80.663 88.206 86.409
	Acc: 0.964 OSCR : 75.788 AUROC_max_val (%): 87.861 AUROC_real (%): 77.213

Epoch 590/600
235/235 - 6s - loss: 0.5083 - accuracy: 0.9482 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4042344391345978
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.850 87.833 80.663 88.184 86.354
	Acc: 0.964 OSCR : 75.048 AUROC_max_val (%): 87.833 AUROC_real (%): 76.463

Epoch 591/600
235/235 - 6s - loss: 0.5022 - accuracy: 0.9491 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4107031226158142
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.475 87.773 80.663 88.072 86.329
	Acc: 0.965 OSCR : 74.706 AUROC_max_val (%): 87.773 AUROC_real (%): 76.124

Epoch 592/600
235/235 - 6s - loss: 0.4953 - accuracy: 0.9507 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40945354104042053
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.350 87.895 80.725 88.222 86.440
	Acc: 0.965 OSCR : 75.102 AUROC_max_val (%): 87.895 AUROC_real (%): 76.527

Epoch 593/600
235/235 - 6s - loss: 0.4942 - accuracy: 0.9510 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.3997984528541565
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.575 87.758 80.663 88.062 86.265
	Acc: 0.965 OSCR : 75.764 AUROC_max_val (%): 87.758 AUROC_real (%): 77.176

Epoch 594/600
235/235 - 6s - loss: 0.5144 - accuracy: 0.9488 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4089750051498413
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.950 87.772 80.700 88.091 86.302
	Acc: 0.964 OSCR : 75.121 AUROC_max_val (%): 87.772 AUROC_real (%): 76.551

Epoch 595/600
235/235 - 6s - loss: 0.5066 - accuracy: 0.9494 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4049423038959503
	accuracy: 0.9647499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.550 87.885 80.825 88.196 86.427
	Acc: 0.965 OSCR : 75.405 AUROC_max_val (%): 87.885 AUROC_real (%): 76.822

Epoch 596/600
235/235 - 6s - loss: 0.5053 - accuracy: 0.9488 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4069822132587433
	accuracy: 0.9637500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.425 87.895 80.800 88.193 86.470
	Acc: 0.964 OSCR : 75.084 AUROC_max_val (%): 87.895 AUROC_real (%): 76.508

Epoch 597/600
235/235 - 6s - loss: 0.5077 - accuracy: 0.9491 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4046473205089569
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.250 87.833 80.725 88.113 86.403
	Acc: 0.964 OSCR : 75.312 AUROC_max_val (%): 87.833 AUROC_real (%): 76.729

Epoch 598/600
235/235 - 6s - loss: 0.4966 - accuracy: 0.9484 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40887606143951416
	accuracy: 0.9645000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.775 87.777 80.725 88.060 86.315
	Acc: 0.965 OSCR : 74.987 AUROC_max_val (%): 87.777 AUROC_real (%): 76.407

Epoch 599/600
235/235 - 6s - loss: 0.5033 - accuracy: 0.9503 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.4078768789768219
	accuracy: 0.9639999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.975 87.804 80.763 88.083 86.375
	Acc: 0.964 OSCR : 74.978 AUROC_max_val (%): 87.804 AUROC_real (%): 76.398

Epoch 600/600
235/235 - 6s - loss: 0.4991 - accuracy: 0.9497 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.40444087982177734
	accuracy: 0.9642500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.875 87.827 80.787 88.104 86.409
	Acc: 0.964 OSCR : 75.227 AUROC_max_val (%): 87.827 AUROC_real (%): 76.643

--- Execution time : 1:08:12.835320 ---
Closed set loss: 0.40444088
Closed set metrics:
accuracy: 0.9642500281333923 

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W0905 07:53:25.920226 23071795947200 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 07:53:25.920980 23071795947200 utils.py:108] Saving model in results/benchmark_osr//standard_vgg32/dist/cifar10//split-3/nb_f-5/anchor_mul-10/max_d-12.649/model.save
WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
W0905 07:53:25.921106 23071795947200 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 07:53:27.607688 23071795947200 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-3/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 07:53:28.108669 23071795947200 builder_impl.py:797] Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar10//split-3/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 07:53:28.170537 23071795947200 utils.py:112] Saving history in results/benchmark_osr//standard_vgg32/dist/cifar10//split-3/nb_f-5/anchor_mul-10/max_d-12.649/history.pkl
AUROC score: 0.7664326562499999
